From dd59f6e6be33865c0c893395b00e2781de75f2e7 Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Mon, 18 Nov 2024 19:25:57 +0530
Subject: [PATCH 01/36] Upload files from frontend to server

---
 frontend/src/routes/_authenticated/chat.tsx | 115 +++++++++++++++++++-
 server/ai/context.ts                        |  14 +--
 server/api/chat.ts                          |  28 ++++-
 server/api/search.ts                        |   5 +
 server/bun.lockb                            | Bin 191401 -> 191401 bytes
 server/server.ts                            |   7 ++
 6 files changed, 158 insertions(+), 11 deletions(-)

diff --git a/frontend/src/routes/_authenticated/chat.tsx b/frontend/src/routes/_authenticated/chat.tsx
index e0138e13..92c9b0b5 100644
--- a/frontend/src/routes/_authenticated/chat.tsx
+++ b/frontend/src/routes/_authenticated/chat.tsx
@@ -43,6 +43,8 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
       : "/_authenticated/chat",
   })
 
+  const fileInputRef = useRef<HTMLInputElement>(null)
+
   const [query, setQuery] = useState("")
   const [messages, setMessages] = useState<SelectPublicMessage[]>(
     isWithChatId ? data?.messages || [] : [],
@@ -67,6 +69,7 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
   const [userHasScrolled, setUserHasScrolled] = useState(false)
   const [dots, setDots] = useState("")
   const [isStreaming, setIsStreaming] = useState(false)
+  const [stagedFiles, setStagedFiles] = useState<File[]>([])
 
   useEffect(() => {
     if (inputRef.current) {
@@ -111,6 +114,11 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
   const handleSend = async () => {
     if (!query) return // Avoid empty messages
 
+    // Upload files if any before
+    if (stagedFiles.length !== 0) {
+      await handleFileUpload()
+    }
+
     // Append the user's message to the chat
     setMessages((prevMessages) => [
       ...prevMessages,
@@ -337,6 +345,78 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
       </div>
     )
   }
+
+  const handleFileSelection = (event) => {
+    const files = Array.from(event.target!.files)
+    setStagedFiles((prev) => [...prev, ...files])
+    event.target.value = "" // Reset input value to allow re-selecting the same file
+  }
+
+  function handleFileRemove(index: number) {
+    setStagedFiles((prev) => prev.filter((_, i) => i !== index))
+  }
+
+  const isSupportedFileType = (fileType: string): boolean => {
+    if (fileType === "application/pdf") {
+      return true
+    } else {
+      return false
+    }
+  }
+
+  const handleFileUpload = async () => {
+    if (stagedFiles.length === 0) {
+      alert("No files selected for upload.")
+      return
+    }
+
+    const formData = new FormData()
+    // Append each file to the FormData object
+    Array.from(stagedFiles).forEach((file) => {
+      // Ignore and remove large and not supported files
+      // File size check, 20 MB is the limit
+      const fileSizeInMB = file?.size / (1024 * 1024)
+      if (fileSizeInMB > 20) {
+        // todo maybe show toast here
+        // File is too large
+        console.error(`Ignored ${file.name} as file is too large`)
+        return
+      } else if (!isSupportedFileType(file?.type)) {
+        // todo file is not supported
+        console.error(`Ignored ${file.name} as file type is not supported`)
+        return
+      } else {
+        formData.append("files", file)
+      }
+    })
+
+    try {
+      // todo change this
+      const response = await fetch("/api/v1/chat/upload", {
+        method: "POST",
+        body: formData,
+      })
+
+      // const response = await api.chat.upload.$post({
+      //   body: formData,
+      //   // headers: {
+      //   //   "Content-Type": "multipart/form-data", // Important for file uploads
+      //   // },
+      // })
+
+      const result = await response.json()
+      if (response.ok) {
+        // addFilesToChat(result.files) // Add uploaded files to chat
+        setStagedFiles([]) // Clear the staging area
+      } else {
+        alert("File upload failed. Please try again.")
+      }
+    } catch (error) {
+      console.error("Error uploading files:", error)
+      alert("An unexpected error occurred.")
+    }
+  }
+
   return (
     <div className="h-full w-full flex flex-row bg-white">
       <Sidebar />
@@ -397,7 +477,29 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
             {/* Bottom Bar with Input and Icons */}
             <div className="flex flex-col w-full border rounded-[20px] sticky bottom-[20px] bg-white">
               {/* Expanding Input Area */}
-              <div className="relative flex items-center">
+              <div className="relative flex-col items-center">
+                <div>
+                  {/* File Staging Area */}
+                  {/* todo fix the ui */}
+                  {stagedFiles.length > 0 && (
+                    <div className="flex">
+                      {/* <h4>Selected Files:</h4> */}
+                      <ul className="flex">
+                        {stagedFiles.map((file, index) => (
+                          <li
+                            key={index}
+                            style={{ border: 2, borderColor: "black" }}
+                          >
+                            {file.name}
+                            <button onClick={() => handleFileRemove(index)}>
+                              Remove
+                            </button>
+                          </li>
+                        ))}
+                      </ul>
+                    </div>
+                  )}
+                </div>
                 <textarea
                   ref={inputRef}
                   rows={1}
@@ -420,7 +522,16 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
               </div>
               <div className="flex ml-[16px] mr-[6px] mb-[6px] items-center space-x-3 pt-2">
                 <Globe size={16} className="text-[#A9B2C5]" />
-                <Paperclip size={16} className="text-[#A9B2C5]" />
+                <input
+                  type="file"
+                  ref={fileInputRef}
+                  style={{ display: "none" }}
+                  onChange={handleFileSelection}
+                  multiple
+                />
+                <button onClick={() => fileInputRef.current!.click()}>
+                  <Paperclip size={16} className="text-[#A9B2C5]" />
+                </button>
                 <button
                   onClick={handleSend}
                   style={{ marginLeft: "auto" }}
diff --git a/server/ai/context.ts b/server/ai/context.ts
index 8edc7b6c..c9bb29b9 100644
--- a/server/ai/context.ts
+++ b/server/ai/context.ts
@@ -161,29 +161,29 @@ export const cleanContext = (text: string): string => {
 
 const cleanVespaHighlights = (text: string): string => {
   const hiTagPattern = /<\/?hi>/g
-  return text.replace(hiTagPattern, "").trim()
+  return text?.replace(hiTagPattern, "").trim()
 }
 
 // google docs need lots of cleanup
 const cleanDocs = (text: string): string => {
   const urlPattern =
     /!\[.*?\]\(https:\/\/lh7-rt\.googleusercontent\.com\/docsz\/[a-zA-Z0-9-_?=&]+\)/g
-  let cleanedText = text.replace(urlPattern, "")
+  let cleanedText = text?.replace(urlPattern, "")
 
   // ........
   const extendedEllipsisPattern = /[…\.\s]{2,}/g
-  cleanedText = cleanedText.replace(extendedEllipsisPattern, " ")
+  cleanedText = cleanedText?.replace(extendedEllipsisPattern, " ")
   // .0.0.0.0.0.0.0.0
   const repetitiveDotZeroPattern = /(?:\.0)+(\.\d+)?/g
-  cleanedText = cleanedText.replace(repetitiveDotZeroPattern, "")
+  cleanedText = cleanedText?.replace(repetitiveDotZeroPattern, "")
 
   // Remove control characters
   const controlCharsPattern = /[\x00-\x1F\x7F-\x9F]/g
-  cleanedText = cleanedText.replace(controlCharsPattern, "")
+  cleanedText = cleanedText?.replace(controlCharsPattern, "")
   // Remove invalid or incomplete UTF characters
   //  and �
   const invalidUtfPattern = /[\uE907\uFFFD]/g
-  cleanedText = cleanedText.replace(invalidUtfPattern, "")
+  cleanedText = cleanedText?.replace(invalidUtfPattern, "")
 
   return cleanedText
 }
@@ -217,7 +217,7 @@ const URL_REGEX: RegExp = /\bhttps?:\/\/[^\s/$.?#].[^\s]*\b/gi
  * @returns The text with URLs replaced by placeholders.
  */
 export const replaceLinks = (text: string): string => {
-  return text.replace(URL_REGEX, (match: string): string => {
+  return text?.replace(URL_REGEX, (match: string): string => {
     try {
       const parsedUrl: URL = new URL(match)
       const domain: string = parsedUrl.hostname
diff --git a/server/api/chat.ts b/server/api/chat.ts
index f608c3be..cd5e06b8 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -131,6 +131,30 @@ export const GetChatApi = async (c: Context) => {
   }
 }
 
+export const UploadFilesApi = async (c: Context) => {
+  try {
+    // @ts-ignore
+    // const body: z.infer<typeof chatSchema> = c.req.valid("json")
+    //todo schema
+    const formData = await c.req.formData()
+    const files = formData.getAll("files") as File[]
+
+    files.map((file) => {
+      console.log(file.type)
+      console.log(file.name)
+      console.log(file.size)
+    })
+
+    return c.json({})
+  } catch (error) {
+    const errMsg = getErrorMessage(error)
+    Logger.error(`Error uploading files: ${errMsg} ${(error as Error).stack}`)
+    throw new HTTPException(500, {
+      message: "Could not upload files",
+    })
+  }
+}
+
 export const ChatRenameApi = async (c: Context) => {
   try {
     // @ts-ignore
@@ -532,8 +556,8 @@ export const MessageApiV2 = async (c: Context) => {
     const ctx = userContext(userAndWorkspace)
     let chat: SelectChat
     const initialContext = cleanContext(
-      results.root.children
-        .map(
+      results?.root?.children
+        ?.map(
           (v, i) =>
             `Index ${i} \n ${answerContextMap(v as z.infer<typeof VespaSearchResultsSchema>)}`,
         )
diff --git a/server/api/search.ts b/server/api/search.ts
index a15e21b4..1399b564 100644
--- a/server/api/search.ts
+++ b/server/api/search.ts
@@ -75,6 +75,11 @@ export const messageRetrySchema = z.object({
   messageId: z.string().min(1),
 })
 
+// todo fix this
+export const fileUploadSchema = z.object({
+  // files: z.array(z.instanceof(Blob)).min(1),
+})
+
 export const AutocompleteApi = async (c: Context) => {
   try {
     const { sub } = c.get(JwtPayloadKey)
diff --git a/server/bun.lockb b/server/bun.lockb
index 9bf3ba92a28bcdb5796c0ac7f4ec44686bea20c5..7c5e9d2a8facbc838bdb69d4e1a8186af12ba7e9 100755
GIT binary patch
delta 29
lcmZ2^oqOeV?uIRlkMFTF#u?}t>Y2B{y2rTv)jg*DJOIUm4FdoG

delta 29
icmZ2^oqOeV?uIRlkMFTFF@Qn)t9y*wU)^Kc&jSFnUJJ4S

diff --git a/server/server.ts b/server/server.ts
index 15e80669..2ba1289a 100644
--- a/server/server.ts
+++ b/server/server.ts
@@ -6,6 +6,7 @@ import {
   chatBookmarkSchema,
   chatRenameSchema,
   chatSchema,
+  fileUploadSchema,
   messageRetrySchema,
   messageSchema,
   SearchApi,
@@ -52,6 +53,7 @@ import {
   // MessageApiV1,
   MessageApiV2,
   MessageRetryApi,
+  UploadFilesApi,
 } from "./api/chat"
 import { z } from "zod"
 type Variables = JwtVariables
@@ -155,6 +157,11 @@ export const AppRoutes = app
     zValidator("query", messageRetrySchema),
     MessageRetryApi,
   )
+  .post(
+    "/chat/upload",
+    zValidator("json", fileUploadSchema),
+    UploadFilesApi,
+  )
   .get("/search", zValidator("query", searchSchema), SearchApi)
   .get("/me", GetUserWorkspaceInfo)
   .get("/answer", zValidator("query", answerSchema), AnswerApi)

From cc5d49fd5254008087855d59a966ca6779827026 Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Mon, 18 Nov 2024 21:00:07 +0530
Subject: [PATCH 02/36] Fix selected files UI

---
 frontend/src/components/ChatBox.tsx | 71 ++++++++++++++---------------
 1 file changed, 34 insertions(+), 37 deletions(-)

diff --git a/frontend/src/components/ChatBox.tsx b/frontend/src/components/ChatBox.tsx
index 1c7a9bf7..86adab68 100644
--- a/frontend/src/components/ChatBox.tsx
+++ b/frontend/src/components/ChatBox.tsx
@@ -33,44 +33,41 @@ export const ChatBox = ({
   return (
     <div className="flex flex-col w-full border rounded-[20px] sticky bottom-[20px] bg-white">
       <div className="relative flex-col items-center">
-        <div>
-          {/* File Staging Area */}
-          {/* todo fix the ui */}
-          {stagedFiles.length > 0 && (
-            <div className="flex">
-              {/* <h4>Selected Files:</h4> */}
-              <ul className="flex">
-                {stagedFiles.map((file, index) => (
-                  <li key={index} style={{ border: 2, borderColor: "black" }}>
-                    {file.name}
-                    <button onClick={() => handleFileRemove(index)}>
-                      Remove
-                    </button>
-                  </li>
-                ))}
-              </ul>
-            </div>
-          )}
+        {stagedFiles.length > 0 && (
+          <div className="flex">
+            <ul className="flex">
+              {stagedFiles.map((file, index) => (
+                <li key={index} style={{ border: 2, borderColor: "black" }}>
+                  {file.name}
+                  <button onClick={() => handleFileRemove(index)}>
+                    Remove
+                  </button>
+                </li>
+              ))}
+            </ul>
+          </div>
+        )}
+        <div className="flex">
+          <textarea
+            ref={inputRef}
+            rows={1}
+            placeholder="Ask anything across apps..."
+            value={query}
+            className="flex-grow resize-none bg-transparent outline-none text-[15px] font-[450] leading-[24px] text-[#1C1D1F] placeholder-[#ACBCCC] pl-[16px] pt-[14px] max-h-[108px] overflow-auto"
+            onChange={(e) => setQuery(e.target.value)}
+            onKeyDown={(e) => {
+              if (e.key === "Enter" && !e.shiftKey) {
+                e.preventDefault()
+                handleSend(query)
+              }
+            }}
+            style={{
+              height: "auto",
+              minHeight: "40px",
+              maxHeight: "108px",
+            }}
+          />
         </div>
-        <textarea
-          ref={inputRef}
-          rows={1}
-          placeholder="Ask anything across apps..."
-          value={query}
-          className="flex-grow resize-none bg-transparent outline-none text-[15px] font-[450] leading-[24px] text-[#1C1D1F] placeholder-[#ACBCCC] pl-[16px] pt-[14px] max-h-[108px] overflow-auto"
-          onChange={(e) => setQuery(e.target.value)}
-          onKeyDown={(e) => {
-            if (e.key === "Enter" && !e.shiftKey) {
-              e.preventDefault()
-              handleSend(query)
-            }
-          }}
-          style={{
-            height: "auto",
-            minHeight: "40px",
-            maxHeight: "108px",
-          }}
-        />
       </div>
       <div
         className="flex ml-[16px] mr-[6px] mb-[6px] items-center space-x-3 pt-2 cursor-text"

From c83dcd6250de30371afb715549319e2e2888948e Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Tue, 19 Nov 2024 13:38:31 +0530
Subject: [PATCH 03/36] Fix Staged Files UI

---
 frontend/src/components/ChatBox.tsx         | 33 ++++++++++++++-------
 frontend/src/routes/_authenticated/chat.tsx |  4 +--
 2 files changed, 24 insertions(+), 13 deletions(-)

diff --git a/frontend/src/components/ChatBox.tsx b/frontend/src/components/ChatBox.tsx
index 86adab68..b8dc400e 100644
--- a/frontend/src/components/ChatBox.tsx
+++ b/frontend/src/components/ChatBox.tsx
@@ -1,4 +1,4 @@
-import { ArrowRight, Globe, Paperclip } from "lucide-react"
+import { ArrowRight, File, Trash2, Globe, Paperclip } from "lucide-react"
 import { useEffect, useRef } from "react"
 
 interface ChatBoxProps {
@@ -7,7 +7,6 @@ interface ChatBoxProps {
   handleSend: (messageToSend: string) => void
   stagedFiles: File[]
   handleFileRemove: (index: number) => void
-  fileInputRef: React.RefObject<HTMLInputElement>
   handleFileSelection: (event: any) => void // todo fix any
 }
 
@@ -17,10 +16,10 @@ export const ChatBox = ({
   handleSend,
   stagedFiles,
   handleFileRemove,
-  fileInputRef,
   handleFileSelection,
 }: ChatBoxProps) => {
   const inputRef = useRef<HTMLTextAreaElement | null>(null)
+  const fileInputRef = useRef<HTMLInputElement>(null)
   useEffect(() => {
     if (inputRef.current) {
       inputRef.current.focus()
@@ -33,14 +32,28 @@ export const ChatBox = ({
   return (
     <div className="flex flex-col w-full border rounded-[20px] sticky bottom-[20px] bg-white">
       <div className="relative flex-col items-center">
-        {stagedFiles.length > 0 && (
-          <div className="flex">
-            <ul className="flex">
+        {stagedFiles?.length > 0 && (
+          <div className="flex w-full">
+            <ul className="flex overflow-x-auto space-x-4 p-2">
               {stagedFiles.map((file, index) => (
-                <li key={index} style={{ border: 2, borderColor: "black" }}>
-                  {file.name}
-                  <button onClick={() => handleFileRemove(index)}>
-                    Remove
+                <li
+                  key={index}
+                  className="flex items-center p-2 border rounded border-gray-300"
+                >
+                  <div className="flex items-center justify-center w-8 h-8 mr-2 bg-gray-100 rounded">
+                    <File className="text-black" size={16} />
+                  </div>
+                  <span className="text-sm font-medium text-gray-700 truncate max-w-[100px]">
+                    {file.name}
+                  </span>
+                  <button
+                    className="ml-4 text-sm"
+                    onClick={() => handleFileRemove(index)}
+                  >
+                    <Trash2
+                      className="text-red-500 hover:text-red-700"
+                      size={16}
+                    />
                   </button>
                 </li>
               ))}
diff --git a/frontend/src/routes/_authenticated/chat.tsx b/frontend/src/routes/_authenticated/chat.tsx
index 740c6a8b..55fb45c7 100644
--- a/frontend/src/routes/_authenticated/chat.tsx
+++ b/frontend/src/routes/_authenticated/chat.tsx
@@ -55,8 +55,6 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
 
   const hasHandledQueryParam = useRef(false)
 
-  const fileInputRef = useRef<HTMLInputElement>(null)
-
   const [query, setQuery] = useState("")
   const [messages, setMessages] = useState<SelectPublicMessage[]>(
     isWithChatId ? data?.messages || [] : [],
@@ -382,6 +380,7 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
 
   const handleFileSelection = (event) => {
     const files = Array.from(event.target!.files)
+    // todo prevent selection of same files again
     setStagedFiles((prev) => [...prev, ...files])
     event.target.value = "" // Reset input value to allow re-selecting the same file
   }
@@ -549,7 +548,6 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
               handleSend={handleSend}
               stagedFiles={stagedFiles}
               handleFileRemove={handleFileRemove}
-              fileInputRef={fileInputRef}
               handleFileSelection={handleFileSelection}
             />
           </div>

From d8fe30001f7b6d919e1b08d8756bf8627f6d5816 Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Tue, 19 Nov 2024 14:44:10 +0530
Subject: [PATCH 04/36] Add File Type in Staged UI

---
 frontend/src/components/ChatBox.tsx         | 19 ++++++++++++++++---
 frontend/src/routes/_authenticated/chat.tsx |  1 -
 2 files changed, 16 insertions(+), 4 deletions(-)

diff --git a/frontend/src/components/ChatBox.tsx b/frontend/src/components/ChatBox.tsx
index b8dc400e..916640d5 100644
--- a/frontend/src/components/ChatBox.tsx
+++ b/frontend/src/components/ChatBox.tsx
@@ -10,6 +10,14 @@ interface ChatBoxProps {
   handleFileSelection: (event: any) => void // todo fix any
 }
 
+const getFileTypeName = (fileType: string): string => {
+  if (fileType === "application/pdf") {
+    return "PDF"
+  } else {
+    return ""
+  }
+}
+
 export const ChatBox = ({
   query,
   setQuery,
@@ -43,9 +51,14 @@ export const ChatBox = ({
                   <div className="flex items-center justify-center w-8 h-8 mr-2 bg-gray-100 rounded">
                     <File className="text-black" size={16} />
                   </div>
-                  <span className="text-sm font-medium text-gray-700 truncate max-w-[100px]">
-                    {file.name}
-                  </span>
+                  <div className="flex flex-col">
+                    <span className="text-sm font-medium text-gray-700 truncate max-w-[100px]">
+                      {file.name}
+                    </span>
+                    <span className="text-xs font-medium text-gray-700 truncate max-w-[100px]">
+                      {getFileTypeName(file.type) ?? null}
+                    </span>
+                  </div>
                   <button
                     className="ml-4 text-sm"
                     onClick={() => handleFileRemove(index)}
diff --git a/frontend/src/routes/_authenticated/chat.tsx b/frontend/src/routes/_authenticated/chat.tsx
index 55fb45c7..26867c6d 100644
--- a/frontend/src/routes/_authenticated/chat.tsx
+++ b/frontend/src/routes/_authenticated/chat.tsx
@@ -380,7 +380,6 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
 
   const handleFileSelection = (event) => {
     const files = Array.from(event.target!.files)
-    // todo prevent selection of same files again
     setStagedFiles((prev) => [...prev, ...files])
     event.target.value = "" // Reset input value to allow re-selecting the same file
   }

From 25490e0a1c33935bb12c9db3be656bb1a5450eba Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Tue, 19 Nov 2024 18:55:02 +0530
Subject: [PATCH 05/36] Ingest uploaded PDF in vespa

---
 server/api/chat.ts   | 61 ++++++++++++++++++++++++++++++++++++++++----
 server/api/search.ts |  4 +++
 2 files changed, 60 insertions(+), 5 deletions(-)

diff --git a/server/api/chat.ts b/server/api/chat.ts
index 15fc0116..da13d5b1 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -55,9 +55,14 @@ import { HTTPException } from "hono/http-exception"
 import { streamSSE } from "hono/streaming"
 import { z } from "zod"
 import type { chatSchema } from "@/api/search"
-import { searchUsersByNamesAndEmails, searchVespa } from "@/search/vespa"
+import {
+  insertDocument,
+  searchUsersByNamesAndEmails,
+  searchVespa,
+} from "@/search/vespa"
 import {
   Apps,
+  DriveEntity,
   entitySchema,
   fileSchema,
   MailEntity,
@@ -73,6 +78,10 @@ import {
 import llama3Tokenizer from "llama3-tokenizer-js"
 import { encode } from "gpt-tokenizer"
 import { getConnInfo } from "hono/bun"
+import { PDFLoader } from "@langchain/community/document_loaders/fs/pdf"
+import type { Document } from "@langchain/core/documents"
+import { chunkDocument } from "@/chunks"
+
 const { JwtPayloadKey, maxTokenBeforeMetadataCleanup } = config
 const Logger = getLogger(Subsystem.Chat)
 
@@ -132,6 +141,45 @@ export const GetChatApi = async (c: Context) => {
   }
 }
 
+const handlePDFFile = async (file: Blob) => {
+  try {
+    let docs: Document[] = []
+    const loader = new PDFLoader(file)
+    docs = await loader.load()
+
+    if (!docs || docs.length === 0) {
+      Logger.error(`Could not get content for file: ${file.name}. Skipping it`)
+    }
+    const chunks = docs.flatMap((doc) => chunkDocument(doc.pageContent))
+
+    const dateTime = new Date().getTime()
+
+    const pdfToIngest = {
+      title: file.name!,
+      url: "",
+      app: Apps.GoogleDrive, // todo what here
+      docId: `${file.name}-upload-PDF`, // create id here, maybe??
+      owner: "kalp.a@xynehq.com", // todo how to get userEmail
+      photoLink: "https://google.com",
+      ownerEmail: "kalp.a@xynehq.com",
+      entity: DriveEntity.PDF, // todo change
+      chunks: chunks.map((v) => v.chunk),
+      permissions: ["kalp.a@xynehq.com"],
+      mimeType: "application/pdf",
+      metadata: "",
+      createdAt: dateTime,
+      updatedAt: dateTime,
+    }
+
+    await insertDocument(pdfToIngest)
+  } catch (err) {
+    Logger.error(
+      `Error handling PDF ${file.name}: ${err} ${(err as Error).stack}`,
+      err,
+    )
+  }
+}
+
 export const UploadFilesApi = async (c: Context) => {
   try {
     // @ts-ignore
@@ -140,10 +188,13 @@ export const UploadFilesApi = async (c: Context) => {
     const formData = await c.req.formData()
     const files = formData.getAll("files") as File[]
 
-    files.map((file) => {
-      console.log(file.type)
-      console.log(file.name)
-      console.log(file.size)
+    files.forEach(async (file) => {
+      // Parse file according to its type
+      if (file.type === "application/pdf") {
+        await handlePDFFile(file)
+      } else {
+        Logger.error(`File type not supported yet`)
+      }
     })
 
     return c.json({})
diff --git a/server/api/search.ts b/server/api/search.ts
index 62a5cf3d..a2f5bfed 100644
--- a/server/api/search.ts
+++ b/server/api/search.ts
@@ -158,6 +158,10 @@ export const SearchApi = async (c: Context) => {
     )
   }
 
+  console.log("\nresults")
+  console.log(results.root.children)
+  console.log("results\n")
+
   // TODO: deduplicate for google admin and contacts
   const newResults = VespaSearchResponseToSearchResult(results)
   newResults.groupCount = groupCount

From 4253d5490c4cade2c572249fd8ef9bf70d096c2a Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Wed, 20 Nov 2024 15:21:00 +0530
Subject: [PATCH 06/36] Add uploaded file to downloads folder and delete them
 when done

---
 server/api/chat.ts | 51 +++++++++++++++++++++++++++++++++++++++++++---
 1 file changed, 48 insertions(+), 3 deletions(-)

diff --git a/server/api/chat.ts b/server/api/chat.ts
index da13d5b1..b25c9145 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -81,6 +81,9 @@ import { getConnInfo } from "hono/bun"
 import { PDFLoader } from "@langchain/community/document_loaders/fs/pdf"
 import type { Document } from "@langchain/core/documents"
 import { chunkDocument } from "@/chunks"
+import { deleteDocument, downloadDir } from "@/integrations/google"
+import fs from "node:fs"
+import path from "node:path"
 
 const { JwtPayloadKey, maxTokenBeforeMetadataCleanup } = config
 const Logger = getLogger(Subsystem.Chat)
@@ -141,22 +144,57 @@ export const GetChatApi = async (c: Context) => {
   }
 }
 
+const blobToBuffer = async (blob: Blob) => {
+  const arrayBuffer = await blob.arrayBuffer() // Convert Blob to ArrayBuffer
+  return Buffer.from(arrayBuffer) // Convert ArrayBuffer to Buffer
+}
+
+const saveToDownloads = async (file: Blob) => {
+  if (!fs.existsSync(downloadDir)) {
+    fs.mkdirSync(downloadDir, { recursive: true })
+  }
+
+  // Define the file path
+  const filePath = path.join(downloadDir, file?.name)
+
+  // Convert the Blob to a Buffer
+  const fileBuffer = await blobToBuffer(file)
+
+  // Save the file
+  try {
+    await fs.promises.writeFile(filePath, fileBuffer)
+    Logger.info(`File saved successfully to ${filePath}`)
+  } catch (err) {
+    console.error("Error saving file:", err)
+    await deleteDocument(filePath)
+  }
+}
+
 const handlePDFFile = async (file: Blob) => {
+  let wasDownloaded = false
   try {
+    // saving the uploaded file in downloads folder
+    await saveToDownloads(file)
+    wasDownloaded = true
+
     let docs: Document[] = []
-    const loader = new PDFLoader(file)
+    const filePath = `${downloadDir}/${file?.name}`
+    const loader = new PDFLoader(filePath)
     docs = await loader.load()
 
     if (!docs || docs.length === 0) {
       Logger.error(`Could not get content for file: ${file.name}. Skipping it`)
+      await deleteDocument(filePath)
+      return
     }
+
     const chunks = docs.flatMap((doc) => chunkDocument(doc.pageContent))
 
     const dateTime = new Date().getTime()
 
     const pdfToIngest = {
       title: file.name!,
-      url: "",
+      url: "https://google.com",
       app: Apps.GoogleDrive, // todo what here
       docId: `${file.name}-upload-PDF`, // create id here, maybe??
       owner: "kalp.a@xynehq.com", // todo how to get userEmail
@@ -166,13 +204,20 @@ const handlePDFFile = async (file: Blob) => {
       chunks: chunks.map((v) => v.chunk),
       permissions: ["kalp.a@xynehq.com"],
       mimeType: "application/pdf",
-      metadata: "",
+      metadata: "Metadata",
       createdAt: dateTime,
       updatedAt: dateTime,
     }
 
     await insertDocument(pdfToIngest)
+
+    // Delete the file here
+    await deleteDocument(filePath)
   } catch (err) {
+    if (wasDownloaded) {
+      const filePath = `${downloadDir}/${file?.name}`
+      await deleteDocument(filePath)
+    }
     Logger.error(
       `Error handling PDF ${file.name}: ${err} ${(err as Error).stack}`,
       err,

From 3967d39ffd8e8ace9b0bc4b736550a0ea887055e Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Wed, 20 Nov 2024 22:13:04 +0530
Subject: [PATCH 07/36] Add uploaded file metadata in postgres

---
 frontend/src/routes/_authenticated/chat.tsx | 11 ++++++++--
 server/ai/provider/bedrock.ts               |  4 +++-
 server/api/chat.ts                          | 23 +++++++++++++++++----
 server/api/search.ts                        |  1 +
 4 files changed, 32 insertions(+), 7 deletions(-)

diff --git a/frontend/src/routes/_authenticated/chat.tsx b/frontend/src/routes/_authenticated/chat.tsx
index 26867c6d..51c13f14 100644
--- a/frontend/src/routes/_authenticated/chat.tsx
+++ b/frontend/src/routes/_authenticated/chat.tsx
@@ -143,8 +143,10 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
 
     setQuery("")
 
+    let uploadedFilesMetadata = []
+
     if (stagedFiles.length !== 0) {
-      await handleFileUpload()
+      uploadedFilesMetadata = await handleFileUpload()
     }
     // Append the user's message to the chat
     setMessages((prevMessages) => [
@@ -160,8 +162,12 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
     if (chatId) {
       url.searchParams.append("chatId", chatId)
     }
-    url.searchParams.append("modelId", "gpt-4o-mini")
+    url.searchParams.append("modelId", "meta-llama/Llama-3-8b-chat-hf")
     url.searchParams.append("message", encodeURIComponent(messageToSend))
+    url.searchParams.append(
+      "attachments",
+      JSON.stringify(uploadedFilesMetadata),
+    )
 
     const eventSource = new EventSource(url.toString(), {
       withCredentials: true,
@@ -440,6 +446,7 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
       if (response.ok) {
         // addFilesToChat(result.files) // Add uploaded files to chat
         setStagedFiles([]) // Clear the staging area
+        return result.attachmentsMetadata
       } else {
         alert("File upload failed. Please try again.")
       }
diff --git a/server/ai/provider/bedrock.ts b/server/ai/provider/bedrock.ts
index 35138a0c..809b58e4 100644
--- a/server/ai/provider/bedrock.ts
+++ b/server/ai/provider/bedrock.ts
@@ -30,7 +30,8 @@ export enum Models {
   Llama_3_1_405B = "meta.llama3-1-405b-instruct-v1:0",
   // Bedrock_Claude = "",
   Gpt_4o = "gpt-4o",
-  Gpt_4o_mini = "gpt-4o-mini",
+  // Gpt_4o_mini = "gpt-4o-mini",
+  Gpt_4o_mini = "meta-llama/Llama-3-8b-chat-hf",
 }
 
 type Cost = {
@@ -486,6 +487,7 @@ const bedrockProvider = new Provider(BedrockClient, AIProviders.AwsBedrock)
 
 const openAIClient = new OpenAI({
   apiKey: OpenAIKey, // This is the default and can be omitted
+  baseURL: "https://api.together.xyz/v1",
 })
 
 const openaiProvider = new Provider(openAIClient, AIProviders.OpenAI)
diff --git a/server/api/chat.ts b/server/api/chat.ts
index b25c9145..f3b6eda0 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -232,17 +232,24 @@ export const UploadFilesApi = async (c: Context) => {
     //todo schema
     const formData = await c.req.formData()
     const files = formData.getAll("files") as File[]
+    const metadata: any[] = []
 
     files.forEach(async (file) => {
+      const fileMetadata: any = {}
       // Parse file according to its type
       if (file.type === "application/pdf") {
+        fileMetadata.name = file?.name
+        fileMetadata.size = file?.size
+        fileMetadata.type = file?.type
+        metadata.push(fileMetadata)
+
         await handlePDFFile(file)
       } else {
         Logger.error(`File type not supported yet`)
       }
     })
 
-    return c.json({})
+    return c.json({ attachmentsMetadata: metadata })
   } catch (error) {
     const errMsg = getErrorMessage(error)
     Logger.error(`Error uploading files: ${errMsg} ${(error as Error).stack}`)
@@ -666,7 +673,7 @@ export const MessageApiV2 = async (c: Context) => {
     const email = sub
     // @ts-ignore
     const body = c.req.valid("query")
-    let { message, chatId, modelId }: MessageReqType = body
+    let { message, chatId, modelId, attachments }: MessageReqType = body
     message = decodeURIComponent(message)
 
     const [userAndWorkspace, results] = await Promise.all([
@@ -708,7 +715,7 @@ export const MessageApiV2 = async (c: Context) => {
             userId: user.id,
             email: user.email,
             title,
-            attachments: [],
+            attachments: JSON.parse(attachments),
           })
           const insertedMsg = await insertMessage(tx, {
             chatId: chat.id,
@@ -730,7 +737,15 @@ export const MessageApiV2 = async (c: Context) => {
       let [existingChat, allMessages, insertedMsg] = await db.transaction(
         async (tx) => {
           // we are updating the chat and getting it's value in one call itself
-          let existingChat = await updateChatByExternalId(db, chatId, {})
+          const oldChat = await getChatByExternalId(db, chatId)
+          const oldAttachments = oldChat.attachments || []
+          const newAttachments = JSON.parse(attachments)
+
+          const allAttachments = newAttachments ? oldAttachments?.concat(newAttachments) : []
+
+          let existingChat = await updateChatByExternalId(db, chatId, {
+            attachments: allAttachments,
+          })
           let allMessages = await getChatMessages(tx, chatId)
           let insertedMsg = await insertMessage(tx, {
             chatId: existingChat.id,
diff --git a/server/api/search.ts b/server/api/search.ts
index a2f5bfed..a14687e5 100644
--- a/server/api/search.ts
+++ b/server/api/search.ts
@@ -79,6 +79,7 @@ export const messageSchema = z.object({
   message: z.string().min(1),
   chatId: z.string().optional(),
   modelId: z.string().min(1),
+  attachments: z.string(),
 })
 export type MessageReqType = z.infer<typeof messageSchema>
 

From 817802b2f18212d231b621953899c0acbc1e25fc Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Thu, 21 Nov 2024 14:25:35 +0530
Subject: [PATCH 08/36] Fix attachments metadata & send it also as sources

---
 server/api/chat.ts | 19 +++++++++++++------
 1 file changed, 13 insertions(+), 6 deletions(-)

diff --git a/server/api/chat.ts b/server/api/chat.ts
index f3b6eda0..7fc62542 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -709,13 +709,14 @@ export const MessageApiV2 = async (c: Context) => {
 
       let [insertedChat, insertedMsg] = await db.transaction(
         async (tx): Promise<[SelectChat, SelectMessage]> => {
+          const attachmentsToBeInserted = JSON.parse(attachments)
           const chat = await insertChat(tx, {
             workspaceId: workspace.id,
             workspaceExternalId: workspace.externalId,
             userId: user.id,
             email: user.email,
             title,
-            attachments: JSON.parse(attachments),
+            attachments: attachmentsToBeInserted,
           })
           const insertedMsg = await insertMessage(tx, {
             chatId: chat.id,
@@ -724,7 +725,7 @@ export const MessageApiV2 = async (c: Context) => {
             workspaceExternalId: workspace.externalId,
             messageRole: MessageRole.User,
             email: user.email,
-            sources: [],
+            sources: attachmentsToBeInserted, // Adding attachmentMetadata to sources
             message,
             modelId,
           })
@@ -736,13 +737,19 @@ export const MessageApiV2 = async (c: Context) => {
     } else {
       let [existingChat, allMessages, insertedMsg] = await db.transaction(
         async (tx) => {
-          // we are updating the chat and getting it's value in one call itself
+          const newAttachments = JSON.parse(attachments) || []
+
           const oldChat = await getChatByExternalId(db, chatId)
           const oldAttachments = oldChat.attachments || []
-          const newAttachments = JSON.parse(attachments)
 
-          const allAttachments = newAttachments ? oldAttachments?.concat(newAttachments) : []
+          let allAttachments = oldAttachments
 
+          // If there are some new attachments, we need to update chat and add only those new while adding message
+          if (newAttachments.length !== 0) {
+            allAttachments = allAttachments?.concat(newAttachments)
+          }
+
+          // we are updating the chat and getting it's value in one call itself
           let existingChat = await updateChatByExternalId(db, chatId, {
             attachments: allAttachments,
           })
@@ -754,7 +761,7 @@ export const MessageApiV2 = async (c: Context) => {
             chatExternalId: existingChat.externalId,
             messageRole: MessageRole.User,
             email: user.email,
-            sources: [],
+            sources: newAttachments, // Adding new attachments metadata
             message,
             modelId,
           })

From 48c95425af2f1baa0f2b0019089e6f1799874680 Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Thu, 21 Nov 2024 16:20:17 +0530
Subject: [PATCH 09/36] Use Toasts for errors

---
 frontend/src/hooks/use-toast.ts             |  2 +-
 frontend/src/routes/_authenticated/chat.tsx | 71 +++++++++++++--------
 2 files changed, 45 insertions(+), 28 deletions(-)

diff --git a/frontend/src/hooks/use-toast.ts b/frontend/src/hooks/use-toast.ts
index 87206c27..afa4ba25 100644
--- a/frontend/src/hooks/use-toast.ts
+++ b/frontend/src/hooks/use-toast.ts
@@ -2,7 +2,7 @@ import * as React from "react"
 
 import type { ToastActionElement, ToastProps } from "@/components/ui/toast"
 
-const TOAST_LIMIT = 1
+const TOAST_LIMIT = 5
 const TOAST_REMOVE_DELAY = 1000000
 
 type ToasterToast = ToastProps & {
diff --git a/frontend/src/routes/_authenticated/chat.tsx b/frontend/src/routes/_authenticated/chat.tsx
index 51c13f14..36e35e2b 100644
--- a/frontend/src/routes/_authenticated/chat.tsx
+++ b/frontend/src/routes/_authenticated/chat.tsx
@@ -18,6 +18,7 @@ import { ChatBox } from "@/components/ChatBox"
 import { z } from "zod"
 import { getIcon } from "@/lib/common"
 import { getName } from "@/components/GroupFilter"
+import { useToast } from "@/hooks/use-toast"
 
 type CurrentResp = {
   resp: string
@@ -80,6 +81,7 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
   const [currentCitations, setCurrentCitations] = useState<Citation[]>([])
   const [currentMessageId, setCurrentMessageId] = useState<string | null>(null)
   const [stagedFiles, setStagedFiles] = useState<File[]>([])
+  const { toast } = useToast()
 
   useEffect(() => {
     if (inputRef.current) {
@@ -385,9 +387,44 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
   }
 
   const handleFileSelection = (event) => {
-    const files = Array.from(event.target!.files)
-    setStagedFiles((prev) => [...prev, ...files])
-    event.target.value = "" // Reset input value to allow re-selecting the same file
+    const files = Array.from(event.target!.files) as File[]
+    const validFiles: File[] = [] // Array to hold files that pass validation
+
+    files.forEach((file: File) => {
+      // File size check: 20 MB limit
+      const fileSizeInMB = file.size / (1024 * 1024)
+      if (fileSizeInMB > 20) {
+        toast({
+          title: `File Too Large`,
+          description: `The file "${file.name}" exceeds the 20MB size limit. Please choose a smaller file.`,
+          variant: "destructive",
+        })
+      } else if (!isSupportedFileType(file.type)) {
+        // Check for unsupported file types
+        toast({
+          title: "File Type not supported",
+          description: `The file "${file.name}" is of type "${file.type}", which is not supported. Please upload a valid file type.`,
+          variant: "destructive",
+        })
+      } else {
+        // If valid, add the file to the validFiles array
+        validFiles.push(file)
+      }
+    })
+
+    setStagedFiles((prev) => {
+      if (prev.length + validFiles.length > 5) {
+        toast({
+          title: "File Limit Exceeded",
+          description: "You can only select up to 5 files.",
+          variant: "destructive",
+        })
+        return prev // Keep the current files unchanged
+      }
+      return [...prev, ...validFiles]
+    })
+
+    event.target.value = ""
   }
 
   function handleFileRemove(index: number) {
@@ -403,29 +440,10 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
   }
 
   const handleFileUpload = async () => {
-    if (stagedFiles.length === 0) {
-      alert("No files selected for upload.")
-      return
-    }
-
     const formData = new FormData()
     // Append each file to the FormData object
-    Array.from(stagedFiles).forEach((file) => {
-      // Ignore and remove large and not supported files
-      // File size check, 20 MB is the limit
-      const fileSizeInMB = file?.size / (1024 * 1024)
-      if (fileSizeInMB > 20) {
-        // todo maybe show toast here
-        // File is too large
-        console.error(`Ignored ${file.name} as file is too large`)
-        return
-      } else if (!isSupportedFileType(file?.type)) {
-        // todo file is not supported
-        console.error(`Ignored ${file.name} as file type is not supported`)
-        return
-      } else {
-        formData.append("files", file)
-      }
+    stagedFiles.forEach((file) => {
+      formData.append("files", file)
     })
 
     try {
@@ -444,15 +462,14 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
 
       const result = await response.json()
       if (response.ok) {
-        // addFilesToChat(result.files) // Add uploaded files to chat
         setStagedFiles([]) // Clear the staging area
         return result.attachmentsMetadata
       } else {
-        alert("File upload failed. Please try again.")
+        console.error("File upload failed:")
       }
     } catch (error) {
       console.error("Error uploading files:", error)
-      alert("An unexpected error occurred.")
+      throw error
     }
   }
 

From 5686951f0f8310961e5de9d900323d793ef87951 Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Thu, 21 Nov 2024 18:53:13 +0530
Subject: [PATCH 10/36] Add UI for file upload in messages

---
 frontend/src/components/ChatBox.tsx         |  6 +--
 frontend/src/routes/_authenticated/chat.tsx | 41 +++++++++++++++++++--
 server/db/schema.ts                         |  1 +
 3 files changed, 41 insertions(+), 7 deletions(-)

diff --git a/frontend/src/components/ChatBox.tsx b/frontend/src/components/ChatBox.tsx
index 916640d5..74dd62de 100644
--- a/frontend/src/components/ChatBox.tsx
+++ b/frontend/src/components/ChatBox.tsx
@@ -10,7 +10,7 @@ interface ChatBoxProps {
   handleFileSelection: (event: any) => void // todo fix any
 }
 
-const getFileTypeName = (fileType: string): string => {
+export const getFileTypeName = (fileType: string): string => {
   if (fileType === "application/pdf") {
     return "PDF"
   } else {
@@ -46,7 +46,7 @@ export const ChatBox = ({
               {stagedFiles.map((file, index) => (
                 <li
                   key={index}
-                  className="flex items-center p-2 border rounded border-gray-300"
+                  className="flex items-center p-2 border rounded border-gray-300 min-w-[200px] max-w-[200px]"
                 >
                   <div className="flex items-center justify-center w-8 h-8 mr-2 bg-gray-100 rounded">
                     <File className="text-black" size={16} />
@@ -60,7 +60,7 @@ export const ChatBox = ({
                     </span>
                   </div>
                   <button
-                    className="ml-4 text-sm"
+                    className="ml-auto text-sm"
                     onClick={() => handleFileRemove(index)}
                   >
                     <Trash2
diff --git a/frontend/src/routes/_authenticated/chat.tsx b/frontend/src/routes/_authenticated/chat.tsx
index 36e35e2b..b343d983 100644
--- a/frontend/src/routes/_authenticated/chat.tsx
+++ b/frontend/src/routes/_authenticated/chat.tsx
@@ -8,13 +8,13 @@ import {
   useRouterState,
   useSearch,
 } from "@tanstack/react-router"
-import { Bookmark, Copy, Ellipsis, Eye, EyeOff } from "lucide-react"
+import { Bookmark, Copy, Ellipsis, Eye, EyeOff, File } from "lucide-react"
 import { useEffect, useRef, useState } from "react"
 import { ChatSSEvents, SelectPublicMessage, Citation } from "shared/types"
 import AssistantLogo from "@/assets/assistant-logo.svg"
 import Retry from "@/assets/retry.svg"
 import { PublicUser, PublicWorkspace } from "shared/types"
-import { ChatBox } from "@/components/ChatBox"
+import { ChatBox, getFileTypeName } from "@/components/ChatBox"
 import { z } from "zod"
 import { getIcon } from "@/lib/common"
 import { getName } from "@/components/GroupFilter"
@@ -153,7 +153,11 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
     // Append the user's message to the chat
     setMessages((prevMessages) => [
       ...prevMessages,
-      { messageRole: "user", message: messageToSend },
+      {
+        messageRole: "user",
+        message: messageToSend,
+        attachments: uploadedFilesMetadata,
+      },
     ])
 
     setIsStreaming(true)
@@ -510,6 +514,7 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
                   <ChatMessage
                     key={index}
                     message={message.message}
+                    attachments={message.attachments}
                     isUser={message.messageRole === "user"}
                     responseDone={true}
                     citations={message?.sources?.map((c: Citation) => c.url)}
@@ -635,6 +640,7 @@ const Sources = ({
 
 const ChatMessage = ({
   message,
+  attachments,
   isUser,
   responseDone,
   isRetrying,
@@ -647,6 +653,7 @@ const ChatMessage = ({
   sourcesVisible,
 }: {
   message: string
+  attachments: any
   isUser: boolean
   responseDone: boolean
   isRetrying?: boolean
@@ -688,7 +695,33 @@ const ChatMessage = ({
       className={`${isUser ? "max-w-[75%]" : ""} rounded-[16px] ${isUser ? "bg-[#F0F2F4] text-[#1C1D1F] text-[15px] leading-[25px] self-end pt-[14px] pb-[14px] pl-[20px] pr-[20px]" : "text-[#1C1D1F] text-[15px] leading-[25px] self-start"}`}
     >
       {isUser ? (
-        message
+        <>
+          {attachments?.length > 0 && (
+            <div className="flex-col w-full">
+              <ul className="flex flex-col space-y-2 pb-2">
+                {attachments.map((attachment, index) => (
+                  <li
+                    key={index}
+                    className="flex items-center p-2 border rounded border-gray-300 min-w-[200px] max-w-[300px]"
+                  >
+                    <div className="flex items-center justify-center w-8 h-8 mr-2 bg-gray-100 rounded">
+                      <File className="text-black" size={16} />
+                    </div>
+                    <div className="flex flex-col flex-1">
+                      <span className="text-sm font-medium text-gray-700 truncate max-w-[100px]">
+                        {attachment.name}
+                      </span>
+                      <span className="text-xs font-medium text-gray-700 truncate max-w-[100px]">
+                        {getFileTypeName(attachment.type) ?? null}
+                      </span>
+                    </div>
+                  </li>
+                ))}
+              </ul>
+            </div>
+          )}
+          {message}
+        </>
       ) : (
         <div
           className={`flex flex-col mt-[40px] ${citations.length ? "mb-[35px]" : ""}`}
diff --git a/server/db/schema.ts b/server/db/schema.ts
index eb64e5e0..37e3651c 100644
--- a/server/db/schema.ts
+++ b/server/db/schema.ts
@@ -325,6 +325,7 @@ export const messages = pgTable(
     modelId: text("modelId").notNull(),
     email: text("email").notNull(),
     sources: jsonb("sources").notNull().default(sql`'[]'::jsonb`),
+    attachments: jsonb("attachments").notNull().default(sql`'[]'::jsonb`),
     createdAt: timestamp("created_at", { withTimezone: true })
       .notNull()
       .default(sql`NOW()`),

From eea9cbe187271eb695e6f957be61cc68e87b7c8c Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Mon, 25 Nov 2024 13:40:12 +0530
Subject: [PATCH 11/36] Add new chatAttachment schema & insert accordingly

---
 server/api/chat.ts                        |   23 +-
 server/migrations/0013_calm_ironclad.sql  |    1 +
 server/migrations/meta/0013_snapshot.json | 1188 +++++++++++++++++++++
 server/migrations/meta/_journal.json      |    9 +-
 server/search/types.ts                    |   14 +
 server/search/vespa.ts                    |    3 +-
 server/vespa/schemas/chatAttachment.sd    |  175 +++
 server/vespa/services.xml                 |    1 +
 8 files changed, 1399 insertions(+), 15 deletions(-)
 create mode 100644 server/migrations/0013_calm_ironclad.sql
 create mode 100644 server/migrations/meta/0013_snapshot.json
 create mode 100644 server/vespa/schemas/chatAttachment.sd

diff --git a/server/api/chat.ts b/server/api/chat.ts
index 7fc62542..505f7dfb 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -56,12 +56,14 @@ import { streamSSE } from "hono/streaming"
 import { z } from "zod"
 import type { chatSchema } from "@/api/search"
 import {
+  insert,
   insertDocument,
   searchUsersByNamesAndEmails,
   searchVespa,
 } from "@/search/vespa"
 import {
   Apps,
+  chatAttachmentSchema,
   DriveEntity,
   entitySchema,
   fileSchema,
@@ -170,7 +172,7 @@ const saveToDownloads = async (file: Blob) => {
   }
 }
 
-const handlePDFFile = async (file: Blob) => {
+const handlePDFFile = async (file: Blob, userEmail: string) => {
   let wasDownloaded = false
   try {
     // saving the uploaded file in downloads folder
@@ -194,22 +196,16 @@ const handlePDFFile = async (file: Blob) => {
 
     const pdfToIngest = {
       title: file.name!,
-      url: "https://google.com",
-      app: Apps.GoogleDrive, // todo what here
       docId: `${file.name}-upload-PDF`, // create id here, maybe??
-      owner: "kalp.a@xynehq.com", // todo how to get userEmail
-      photoLink: "https://google.com",
-      ownerEmail: "kalp.a@xynehq.com",
-      entity: DriveEntity.PDF, // todo change
+      ownerEmail: userEmail,
       chunks: chunks.map((v) => v.chunk),
-      permissions: ["kalp.a@xynehq.com"],
+      permissions: [userEmail],
       mimeType: "application/pdf",
-      metadata: "Metadata",
       createdAt: dateTime,
       updatedAt: dateTime,
     }
 
-    await insertDocument(pdfToIngest)
+    await insert(pdfToIngest, chatAttachmentSchema)
 
     // Delete the file here
     await deleteDocument(filePath)
@@ -227,9 +223,10 @@ const handlePDFFile = async (file: Blob) => {
 
 export const UploadFilesApi = async (c: Context) => {
   try {
-    // @ts-ignore
-    // const body: z.infer<typeof chatSchema> = c.req.valid("json")
     //todo schema
+    const { sub } = c.get(JwtPayloadKey)
+    const email = sub
+
     const formData = await c.req.formData()
     const files = formData.getAll("files") as File[]
     const metadata: any[] = []
@@ -243,7 +240,7 @@ export const UploadFilesApi = async (c: Context) => {
         fileMetadata.type = file?.type
         metadata.push(fileMetadata)
 
-        await handlePDFFile(file)
+        await handlePDFFile(file, email)
       } else {
         Logger.error(`File type not supported yet`)
       }
diff --git a/server/migrations/0013_calm_ironclad.sql b/server/migrations/0013_calm_ironclad.sql
new file mode 100644
index 00000000..97e6acca
--- /dev/null
+++ b/server/migrations/0013_calm_ironclad.sql
@@ -0,0 +1 @@
+ALTER TABLE "messages" ADD COLUMN "attachments" jsonb DEFAULT '[]'::jsonb NOT NULL;
\ No newline at end of file
diff --git a/server/migrations/meta/0013_snapshot.json b/server/migrations/meta/0013_snapshot.json
new file mode 100644
index 00000000..0c45f32c
--- /dev/null
+++ b/server/migrations/meta/0013_snapshot.json
@@ -0,0 +1,1188 @@
+{
+  "id": "4c5fd5c5-5b77-4cf5-b195-adfa256cff58",
+  "prevId": "0f4246ef-d953-403f-8c18-bb50824e8889",
+  "version": "7",
+  "dialect": "postgresql",
+  "tables": {
+    "public.chats": {
+      "name": "chats",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_external_id": {
+          "name": "workspace_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "is_bookmarked": {
+          "name": "is_bookmarked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "title": {
+          "name": "title",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "attachments": {
+          "name": "attachments",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "is_bookmarked_index": {
+          "name": "is_bookmarked_index",
+          "columns": [
+            {
+              "expression": "is_bookmarked",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "chats_workspace_id_workspaces_id_fk": {
+          "name": "chats_workspace_id_workspaces_id_fk",
+          "tableFrom": "chats",
+          "tableTo": "workspaces",
+          "columnsFrom": [
+            "workspace_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "chats_user_id_users_id_fk": {
+          "name": "chats_user_id_users_id_fk",
+          "tableFrom": "chats",
+          "tableTo": "users",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "chats_external_id_unique": {
+          "name": "chats_external_id_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "external_id"
+          ]
+        }
+      }
+    },
+    "public.connectors": {
+      "name": "connectors",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_external_id": {
+          "name": "workspace_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "connector_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "auth_type": {
+          "name": "auth_type",
+          "type": "auth_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "app_type": {
+          "name": "app_type",
+          "type": "app_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "config": {
+          "name": "config",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "credentials": {
+          "name": "credentials",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "subject": {
+          "name": "subject",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "oauth_credentials": {
+          "name": "oauth_credentials",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'connecting'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "connectors_workspace_id_workspaces_id_fk": {
+          "name": "connectors_workspace_id_workspaces_id_fk",
+          "tableFrom": "connectors",
+          "tableTo": "workspaces",
+          "columnsFrom": [
+            "workspace_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "connectors_user_id_users_id_fk": {
+          "name": "connectors_user_id_users_id_fk",
+          "tableFrom": "connectors",
+          "tableTo": "users",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "connectors_external_id_unique": {
+          "name": "connectors_external_id_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "external_id"
+          ]
+        },
+        "connectors_workspace_id_user_id_app_type_auth_type_unique": {
+          "name": "connectors_workspace_id_user_id_app_type_auth_type_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "workspace_id",
+            "user_id",
+            "app_type",
+            "auth_type"
+          ]
+        }
+      }
+    },
+    "public.messages": {
+      "name": "messages",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_external_id": {
+          "name": "workspace_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "chat_external_id": {
+          "name": "chat_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "message": {
+          "name": "message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "message_role": {
+          "name": "message_role",
+          "type": "message_role",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "modelId": {
+          "name": "modelId",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "sources": {
+          "name": "sources",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "attachments": {
+          "name": "attachments",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "chat_id_index": {
+          "name": "chat_id_index",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "messages_chat_id_chats_id_fk": {
+          "name": "messages_chat_id_chats_id_fk",
+          "tableFrom": "messages",
+          "tableTo": "chats",
+          "columnsFrom": [
+            "chat_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "messages_user_id_users_id_fk": {
+          "name": "messages_user_id_users_id_fk",
+          "tableFrom": "messages",
+          "tableTo": "users",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "messages_external_id_unique": {
+          "name": "messages_external_id_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "external_id"
+          ]
+        }
+      }
+    },
+    "public.oauth_providers": {
+      "name": "oauth_providers",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_external_id": {
+          "name": "workspace_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "container_id": {
+          "name": "container_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "client_id": {
+          "name": "client_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "client_secret": {
+          "name": "client_secret",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "oauth_scopes": {
+          "name": "oauth_scopes",
+          "type": "text[]",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "ARRAY[]::text[]"
+        },
+        "app_type": {
+          "name": "app_type",
+          "type": "app_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "oauth_providers_workspace_id_workspaces_id_fk": {
+          "name": "oauth_providers_workspace_id_workspaces_id_fk",
+          "tableFrom": "oauth_providers",
+          "tableTo": "workspaces",
+          "columnsFrom": [
+            "workspace_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "oauth_providers_user_id_users_id_fk": {
+          "name": "oauth_providers_user_id_users_id_fk",
+          "tableFrom": "oauth_providers",
+          "tableTo": "users",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "oauth_providers_container_id_connectors_id_fk": {
+          "name": "oauth_providers_container_id_connectors_id_fk",
+          "tableFrom": "oauth_providers",
+          "tableTo": "connectors",
+          "columnsFrom": [
+            "container_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "oauth_providers_external_id_unique": {
+          "name": "oauth_providers_external_id_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "external_id"
+          ]
+        }
+      }
+    },
+    "public.sync_history": {
+      "name": "sync_history",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_external_id": {
+          "name": "workspace_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "data_added": {
+          "name": "data_added",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "data_updated": {
+          "name": "data_updated",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "data_deleted": {
+          "name": "data_deleted",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "summary": {
+          "name": "summary",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "error_message": {
+          "name": "error_message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "''"
+        },
+        "type": {
+          "name": "type",
+          "type": "type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "sync_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "auth_type": {
+          "name": "auth_type",
+          "type": "auth_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "app_type": {
+          "name": "app_type",
+          "type": "app_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "config": {
+          "name": "config",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "last_ran_on": {
+          "name": "last_ran_on",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "NOW()"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "sync_history_workspace_id_workspaces_id_fk": {
+          "name": "sync_history_workspace_id_workspaces_id_fk",
+          "tableFrom": "sync_history",
+          "tableTo": "workspaces",
+          "columnsFrom": [
+            "workspace_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "sync_history_external_id_unique": {
+          "name": "sync_history_external_id_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "external_id"
+          ]
+        }
+      }
+    },
+    "public.sync_jobs": {
+      "name": "sync_jobs",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_external_id": {
+          "name": "workspace_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "connector_id": {
+          "name": "connector_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "sync_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'NotStarted'"
+        },
+        "app_type": {
+          "name": "app_type",
+          "type": "app_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "auth_type": {
+          "name": "auth_type",
+          "type": "auth_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "config": {
+          "name": "config",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "last_ran_on": {
+          "name": "last_ran_on",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "NOW()"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "sync_jobs_workspace_id_workspaces_id_fk": {
+          "name": "sync_jobs_workspace_id_workspaces_id_fk",
+          "tableFrom": "sync_jobs",
+          "tableTo": "workspaces",
+          "columnsFrom": [
+            "workspace_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "sync_jobs_connector_id_connectors_id_fk": {
+          "name": "sync_jobs_connector_id_connectors_id_fk",
+          "tableFrom": "sync_jobs",
+          "tableTo": "connectors",
+          "columnsFrom": [
+            "connector_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "sync_jobs_external_id_unique": {
+          "name": "sync_jobs_external_id_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "external_id"
+          ]
+        }
+      }
+    },
+    "public.users": {
+      "name": "users",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "photoLink": {
+          "name": "photoLink",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_external_id": {
+          "name": "workspace_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'1970-01-01T00:00:00Z'"
+        },
+        "last_login": {
+          "name": "last_login",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "role": {
+          "name": "role",
+          "type": "role",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'User'"
+        }
+      },
+      "indexes": {
+        "email_unique_index": {
+          "name": "email_unique_index",
+          "columns": [
+            {
+              "expression": "LOWER(\"email\")",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "users_workspace_id_workspaces_id_fk": {
+          "name": "users_workspace_id_workspaces_id_fk",
+          "tableFrom": "users",
+          "tableTo": "workspaces",
+          "columnsFrom": [
+            "workspace_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "users_external_id_unique": {
+          "name": "users_external_id_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "external_id"
+          ]
+        }
+      }
+    },
+    "public.workspaces": {
+      "name": "workspaces",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "domain": {
+          "name": "domain",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "photoLink": {
+          "name": "photoLink",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "workspaces_domain_unique": {
+          "name": "workspaces_domain_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "domain"
+          ]
+        },
+        "workspaces_created_by_unique": {
+          "name": "workspaces_created_by_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "created_by"
+          ]
+        },
+        "workspaces_external_id_unique": {
+          "name": "workspaces_external_id_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "external_id"
+          ]
+        }
+      }
+    }
+  },
+  "enums": {
+    "public.app_type": {
+      "name": "app_type",
+      "schema": "public",
+      "values": [
+        "google-workspace",
+        "google-drive",
+        "gmail",
+        "notion",
+        "google-calendar"
+      ]
+    },
+    "public.auth_type": {
+      "name": "auth_type",
+      "schema": "public",
+      "values": [
+        "oauth",
+        "service_account",
+        "custom",
+        "api_key"
+      ]
+    },
+    "public.connector_type": {
+      "name": "connector_type",
+      "schema": "public",
+      "values": [
+        "SaaS",
+        "Database",
+        "Api",
+        "File",
+        "Website"
+      ]
+    },
+    "public.message_role": {
+      "name": "message_role",
+      "schema": "public",
+      "values": [
+        "system",
+        "user",
+        "assistant"
+      ]
+    },
+    "public.status": {
+      "name": "status",
+      "schema": "public",
+      "values": [
+        "connected",
+        "connecting",
+        "failed",
+        "not-connected"
+      ]
+    },
+    "public.type": {
+      "name": "type",
+      "schema": "public",
+      "values": [
+        "ChangeToken",
+        "Partial",
+        "FullSync"
+      ]
+    },
+    "public.sync_status": {
+      "name": "sync_status",
+      "schema": "public",
+      "values": [
+        "NotStarted",
+        "Started",
+        "Failed",
+        "Successful"
+      ]
+    },
+    "public.role": {
+      "name": "role",
+      "schema": "public",
+      "values": [
+        "User",
+        "TeamLeader",
+        "Admin",
+        "SuperAdmin"
+      ]
+    }
+  },
+  "schemas": {},
+  "sequences": {},
+  "_meta": {
+    "columns": {},
+    "schemas": {},
+    "tables": {}
+  }
+}
\ No newline at end of file
diff --git a/server/migrations/meta/_journal.json b/server/migrations/meta/_journal.json
index 1a7e1ff0..173c6644 100644
--- a/server/migrations/meta/_journal.json
+++ b/server/migrations/meta/_journal.json
@@ -92,6 +92,13 @@
       "when": 1731511826974,
       "tag": "0012_swift_captain_britain",
       "breakpoints": true
+    },
+    {
+      "idx": 13,
+      "version": "7",
+      "when": 1732521298596,
+      "tag": "0013_calm_ironclad",
+      "breakpoints": true
     }
   ]
-}
+}
\ No newline at end of file
diff --git a/server/search/types.ts b/server/search/types.ts
index 2be02c3d..e59702de 100644
--- a/server/search/types.ts
+++ b/server/search/types.ts
@@ -3,6 +3,7 @@ export const fileSchema = "file" // Replace with your actual schema name
 export const userSchema = "user"
 export const mailSchema = "mail"
 export const eventSchema = "event"
+export const chatAttachmentSchema = "chatAttachment"
 // not using @ because of vite of frontend
 
 export enum Apps {
@@ -243,6 +244,17 @@ export const VespaEventSchema = z.object({
   cancelledInstances: z.array(z.string()),
 })
 
+export const VespaChatAttachmentSchema = z.object({
+  docId: z.string(),
+  title: z.string(),
+  chunks: z.array(z.string()),
+  ownerEmail: z.string().nullable(),
+  permissions: z.array(z.string()),
+  mimeType: z.string().nullable(),
+  createdAt: z.number(),
+  updatedAt: z.number(),
+})
+
 export const VespaMailSearchSchema = VespaMailSchema.extend({
   sddocname: z.literal("mail"),
 })
@@ -510,6 +522,8 @@ export type VespaMailGet = z.infer<typeof VespaMailGetSchema>
 
 export type VespaEvent = z.infer<typeof VespaEventSchema>
 
+export type VespaChatAttachment = z.infer<typeof VespaChatAttachmentSchema>
+
 export const MailResponseSchema = VespaMailGetSchema.pick({
   docId: true,
   threadId: true,
diff --git a/server/search/vespa.ts b/server/search/vespa.ts
index 5a7c6714..93a39411 100644
--- a/server/search/vespa.ts
+++ b/server/search/vespa.ts
@@ -15,6 +15,7 @@ import type {
   VespaGetResult,
   Entity,
   VespaEvent,
+  VespaChatAttachment,
 } from "@/search/types"
 import { getErrorMessage } from "@/utils"
 import config from "@/config"
@@ -135,7 +136,7 @@ export const insertDocument = async (document: VespaFile) => {
 
 // generic insert method
 export const insert = async (
-  document: VespaUser | VespaFile | VespaMail | VespaEvent,
+  document: VespaUser | VespaFile | VespaMail | VespaEvent | VespaChatAttachment,
   schema: string,
 ) => {
   try {
diff --git a/server/vespa/schemas/chatAttachment.sd b/server/vespa/schemas/chatAttachment.sd
new file mode 100644
index 00000000..00762d87
--- /dev/null
+++ b/server/vespa/schemas/chatAttachment.sd
@@ -0,0 +1,175 @@
+schema chatAttachment {
+  document chatAttachment {
+    field docId type string {
+      indexing: attribute | summary
+    }
+    
+    field title type string {
+      indexing: index | summary | attribute
+      index {
+        enable-bm25
+      }
+    }
+
+    field chunks type array<string> {
+      indexing: index | summary
+      index: enable-bm25
+    }
+
+    field ownerEmail type string {
+      indexing: attribute | summary
+    }
+
+    field permissions type array<string> {
+      indexing: attribute | summary
+    }
+
+    field mimeType type string {
+      indexing: attribute | summary
+    }
+
+    field createdAt type long {
+      indexing: attribute | summary
+      attribute: fast-search
+    }
+
+    field updatedAt type long {
+      indexing: attribute | summary
+      attribute: fast-search
+    }
+  }
+
+  field chunk_embeddings type tensor<bfloat16>(p{}, v[384])  {
+    indexing: input chunks | embed | attribute | index
+    attribute {
+        distance-metric: angular
+    }
+  }
+  
+  field title_fuzzy type string {
+    indexing: input title | index
+    index {
+      enable-bm25
+    }
+    match {
+      gram
+      gram-size: 3
+    }
+  }
+
+  fieldset default {
+    fields: title, chunks
+  }
+
+  fieldset autocomplete {
+    fields: title
+  }
+
+  # Hybrid search rank profile combining BM25 for title and chunks, and vector search for chunk embeddings
+  rank-profile initial {
+    # Inputs for the query vector and alpha for hybrid search
+    inputs {
+      query(e) tensor<bfloat16>(v[384])  # Query embedding
+      query(alpha) double  # Alpha parameter for hybrid weight
+    }
+
+    # Compute vector similarity for chunks
+    function chunk_vector_score() {
+      expression: closeness(field, chunk_embeddings)
+    }
+
+    # Compute BM25 score for title
+    function title_bm25_score() {
+      expression: bm25(title)
+    }
+
+    # First phase combines BM25 (title and chunks) and vector similarity (chunks)
+    first-phase {
+      expression: (query(alpha) * chunk_vector_score) + ((1 - query(alpha)) * (bm25(chunks) +bm25(title)))
+    }
+
+    # Global phase (optional if more complex reranking is needed)
+    global-phase {
+      expression {
+        (
+          (query(alpha) * normalize_linear(chunk_vector_score)) +
+          ((1 - query(alpha)) * (normalize_linear(bm25(chunks)) + normalize_linear(bm25(title))))
+        )
+      }
+      rerank-count: 1000
+    }
+
+    match-features {
+      bm25(title)
+      bm25(chunks)
+      closeness(field, chunk_embeddings)
+    }
+  }
+
+ 
+  rank-profile default inherits initial {
+    
+    function chunk_vector_score() {
+      expression: closeness(field, chunk_embeddings)
+    }
+
+    function cos_sim() {
+      expression: cos(distance(field, chunk_embeddings))
+    }
+
+    # First phase combines BM25 (title and chunks) and vector similarity (chunks)
+    first-phase {
+      expression: (query(alpha) * chunk_vector_score) + ((1 - query(alpha)) * (bm25(chunks) + bm25(title)))
+    }
+
+    second-phase {
+      expression: cos_sim
+      rerank-count: 2000
+    }
+
+    global-phase {
+      expression {
+        reciprocal_rank_fusion(
+                chunk_vector_score,
+                bm25(chunks),
+                bm25(title),
+                cos_sim
+            )
+      }
+      rerank-count: 1000
+    }
+
+    match-features {
+      chunk_vector_score
+      bm25(chunks)
+      bm25(title)
+      cos_sim
+    }
+  }
+
+  document-summary default {
+    summary chunks_summary {
+      bolding: on
+      source: chunks
+    }
+  }
+
+  document-summary autocomplete {
+    summary title {
+        source: title
+    }
+    summary docId {
+        source: docId
+    }
+  }
+
+  # Autocomplete rank profile for fuzzy prefix search
+  rank-profile autocomplete {
+    first-phase {
+      expression: bm25(title_fuzzy)
+    }
+    match-features {
+      bm25(title_fuzzy)
+    }
+  }
+}
\ No newline at end of file
diff --git a/server/vespa/services.xml b/server/vespa/services.xml
index 7a1d6002..da5537ea 100644
--- a/server/vespa/services.xml
+++ b/server/vespa/services.xml
@@ -16,6 +16,7 @@
             <document type="mail" mode="index" />
             <document type="user_query" mode="index" />
             <document type="event" mode="index" />
+            <document type="chatAttachment" mode="index" />
         </documents>
         <nodes>
             <node distribution-key="0" hostalias="node1" />

From ce11bb19966afe036807629b5d522183d58131df Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Tue, 26 Nov 2024 13:47:02 +0530
Subject: [PATCH 12/36] Add tanstack router context & use state from it

---
 frontend/src/StateProvider.tsx               | 77 ++++++++++++++++++++
 frontend/src/lib/common.tsx                  | 20 +++++
 frontend/src/main.tsx                        |  7 +-
 frontend/src/routes/_authenticated/chat.tsx  | 60 +--------------
 frontend/src/routes/_authenticated/index.tsx |  6 ++
 5 files changed, 111 insertions(+), 59 deletions(-)
 create mode 100644 frontend/src/StateProvider.tsx

diff --git a/frontend/src/StateProvider.tsx b/frontend/src/StateProvider.tsx
new file mode 100644
index 00000000..82f30068
--- /dev/null
+++ b/frontend/src/StateProvider.tsx
@@ -0,0 +1,77 @@
+import React, { createContext, useState } from "react"
+import { useToast } from "./hooks/use-toast"
+import { isSupportedFileType } from "./lib/common"
+
+// Define the context and its type
+export const StateContext = createContext<{
+  stagedFiles: File[]
+  setStagedFiles: React.Dispatch<React.SetStateAction<File[]>>
+  handleFileRemove: (index: number) => void
+  handleFileSelection: (file: File) => void
+} | null>(null)
+
+// Provider component
+export const StateContextProvider: React.FC<{ children: React.ReactNode }> = ({
+  children,
+}) => {
+  const [stagedFiles, setStagedFiles] = useState<File[]>([])
+  const { toast } = useToast()
+
+  const handleFileSelection = (event) => {
+    const files = Array.from(event.target!.files) as File[]
+    const validFiles: File[] = [] // Array to hold files that pass validation
+
+    files.forEach((file: File) => {
+      // File size check: 20 MB limit
+      const fileSizeInMB = file.size / (1024 * 1024)
+      if (fileSizeInMB > 20) {
+        toast({
+          title: `File Too Large`,
+          description: `The file "${file.name}" exceeds the 20MB size limit. Please choose a smaller file.`,
+          variant: "destructive",
+        })
+      } else if (!isSupportedFileType(file.type)) {
+        // Check for unsupported file types
+        toast({
+          title: "File Type not supported",
+          description: `The file "${file.name}" is of type "${file.type}", which is not supported. Please upload a valid file type.`,
+          variant: "destructive",
+        })
+      } else {
+        // If valid, add the file to the validFiles array
+        validFiles.push(file)
+      }
+    })
+
+    setStagedFiles((prev) => {
+      if (prev.length + validFiles.length > 5) {
+        toast({
+          title: "File Limit Exceeded",
+          description: "You can only select up to 5 files.",
+          variant: "destructive",
+        })
+        return prev // Keep the current files unchanged
+      }
+      return [...prev, ...validFiles]
+    })
+
+    event.target.value = ""
+  }
+
+  function handleFileRemove(index: number) {
+    setStagedFiles((prev) => prev.filter((_, i) => i !== index))
+  }
+
+  return (
+    <StateContext.Provider
+      value={{
+        stagedFiles,
+        setStagedFiles,
+        handleFileRemove,
+        handleFileSelection,
+      }}
+    >
+      {children}
+    </StateContext.Provider>
+  )
+}
diff --git a/frontend/src/lib/common.tsx b/frontend/src/lib/common.tsx
index 75dd7e42..6328112f 100644
--- a/frontend/src/lib/common.tsx
+++ b/frontend/src/lib/common.tsx
@@ -18,6 +18,8 @@ import {
   NotionEntity,
   CalendarEntity,
 } from "shared/types"
+import { useContext } from "react"
+import { StateContext } from "@/StateProvider"
 
 export const getIcon = (
   app: Apps,
@@ -80,3 +82,21 @@ export const getIcon = (
     throw new Error(`Invalid app ${app} and entity ${entity}`)
   }
 }
+
+export const useStateContext = () => {
+  const context = useContext(StateContext)
+  if (!context) {
+    throw new Error(
+      "useStateContext must be used within a StateContextProvider",
+    )
+  }
+  return context
+}
+
+export const isSupportedFileType = (fileType: string): boolean => {
+  if (fileType === "application/pdf") {
+    return true
+  } else {
+    return false
+  }
+}
diff --git a/frontend/src/main.tsx b/frontend/src/main.tsx
index 399ebe20..af6cfb53 100644
--- a/frontend/src/main.tsx
+++ b/frontend/src/main.tsx
@@ -10,6 +10,7 @@ import { routeTree } from "@/routeTree.gen"
 import { Toaster } from "@/components/ui/toaster"
 
 import { QueryClient, QueryClientProvider } from "@tanstack/react-query"
+import { StateContextProvider } from "./StateProvider"
 
 const queryClient = new QueryClient({})
 
@@ -30,8 +31,10 @@ if (!rootElement.innerHTML) {
   root.render(
     <StrictMode>
       <QueryClientProvider client={queryClient}>
-        <RouterProvider router={router} />
-        <Toaster />
+        <StateContextProvider>
+          <RouterProvider router={router} />
+          <Toaster />
+        </StateContextProvider>
       </QueryClientProvider>
     </StrictMode>,
   )
diff --git a/frontend/src/routes/_authenticated/chat.tsx b/frontend/src/routes/_authenticated/chat.tsx
index b343d983..ff5cb061 100644
--- a/frontend/src/routes/_authenticated/chat.tsx
+++ b/frontend/src/routes/_authenticated/chat.tsx
@@ -16,9 +16,8 @@ import Retry from "@/assets/retry.svg"
 import { PublicUser, PublicWorkspace } from "shared/types"
 import { ChatBox, getFileTypeName } from "@/components/ChatBox"
 import { z } from "zod"
-import { getIcon } from "@/lib/common"
+import { getIcon, useStateContext } from "@/lib/common"
 import { getName } from "@/components/GroupFilter"
-import { useToast } from "@/hooks/use-toast"
 
 type CurrentResp = {
   resp: string
@@ -80,8 +79,8 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
   const [showSources, setShowSources] = useState(false)
   const [currentCitations, setCurrentCitations] = useState<Citation[]>([])
   const [currentMessageId, setCurrentMessageId] = useState<string | null>(null)
-  const [stagedFiles, setStagedFiles] = useState<File[]>([])
-  const { toast } = useToast()
+  const { stagedFiles, setStagedFiles, handleFileRemove, handleFileSelection } =
+    useStateContext()
 
   useEffect(() => {
     if (inputRef.current) {
@@ -390,59 +389,6 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
     )
   }
 
-  const handleFileSelection = (event) => {
-    const files = Array.from(event.target!.files) as File[]
-    const validFiles: File[] = [] // Array to hold files that pass validation
-
-    files.forEach((file: File) => {
-      // File size check: 20 MB limit
-      const fileSizeInMB = file.size / (1024 * 1024)
-      if (fileSizeInMB > 20) {
-        toast({
-          title: `File Too Large`,
-          description: `The file "${file.name}" exceeds the 20MB size limit. Please choose a smaller file.`,
-          variant: "destructive",
-        })
-      } else if (!isSupportedFileType(file.type)) {
-        // Check for unsupported file types
-        toast({
-          title: "File Type not supported",
-          description: `The file "${file.name}" is of type "${file.type}", which is not supported. Please upload a valid file type.`,
-          variant: "destructive",
-        })
-      } else {
-        // If valid, add the file to the validFiles array
-        validFiles.push(file)
-      }
-    })
-
-    setStagedFiles((prev) => {
-      if (prev.length + validFiles.length > 5) {
-        toast({
-          title: "File Limit Exceeded",
-          description: "You can only select up to 5 files.",
-          variant: "destructive",
-        })
-        return prev // Keep the current files unchanged
-      }
-      return [...prev, ...validFiles]
-    })
-
-    event.target.value = ""
-  }
-
-  function handleFileRemove(index: number) {
-    setStagedFiles((prev) => prev.filter((_, i) => i !== index))
-  }
-
-  const isSupportedFileType = (fileType: string): boolean => {
-    if (fileType === "application/pdf") {
-      return true
-    } else {
-      return false
-    }
-  }
-
   const handleFileUpload = async () => {
     const formData = new FormData()
     // Append each file to the FormData object
diff --git a/frontend/src/routes/_authenticated/index.tsx b/frontend/src/routes/_authenticated/index.tsx
index 2e0becbc..9c0ab52e 100644
--- a/frontend/src/routes/_authenticated/index.tsx
+++ b/frontend/src/routes/_authenticated/index.tsx
@@ -12,6 +12,7 @@ import {
 import { api } from "@/api"
 import { ChatBox } from "@/components/ChatBox"
 import Sparkle from "@/assets/singleSparkle.svg"
+import { useStateContext } from "@/lib/common"
 
 const Index = () => {
   const [activeTab, setActiveTab] = useState<"search" | "ask">("search")
@@ -30,6 +31,8 @@ const Index = () => {
   const navigate = useNavigate({ from: "/" })
   const matches = useRouterState({ select: (s) => s.matches })
   const { user } = matches[matches.length - 1].context
+  const { stagedFiles, handleFileRemove, handleFileSelection } =
+    useStateContext()
 
   useEffect(() => {
     if (!autocompleteQuery) {
@@ -170,6 +173,9 @@ const Index = () => {
                 query={query}
                 setQuery={setQuery}
                 handleSend={handleAsk}
+                stagedFiles={stagedFiles}
+                handleFileSelection={handleFileSelection}
+                handleFileRemove={handleFileRemove}
               />
             </div>
           )}

From 530edc1158281dd00178c1125d3f4b1d89a9bcdb Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Tue, 26 Nov 2024 14:44:04 +0530
Subject: [PATCH 13/36] Use for..of instead of forEach

---
 frontend/src/routes/_authenticated/chat.tsx |  6 +++++-
 server/api/chat.ts                          | 13 +++++++++++--
 2 files changed, 16 insertions(+), 3 deletions(-)

diff --git a/frontend/src/routes/_authenticated/chat.tsx b/frontend/src/routes/_authenticated/chat.tsx
index ff5cb061..8b8c58df 100644
--- a/frontend/src/routes/_authenticated/chat.tsx
+++ b/frontend/src/routes/_authenticated/chat.tsx
@@ -148,6 +148,9 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
 
     if (stagedFiles.length !== 0) {
       uploadedFilesMetadata = await handleFileUpload()
+      if (uploadedFilesMetadata.length !== 0) {
+        console.log(`handleFileUpload ran sucessfully...`)
+      } 
     }
     // Append the user's message to the chat
     setMessages((prevMessages) => [
@@ -163,11 +166,12 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
     setCurrentResp({ resp: "" })
     currentRespRef.current = { resp: "", sources: [] }
 
+    console.log(`Message Create API called...`)
     const url = new URL(`/api/v1/message/create`, window.location.origin)
     if (chatId) {
       url.searchParams.append("chatId", chatId)
     }
-    url.searchParams.append("modelId", "meta-llama/Llama-3-8b-chat-hf")
+    url.searchParams.append("modelId", "meta-llama/Llama-3.2-90b-chat-hf")
     url.searchParams.append("message", encodeURIComponent(messageToSend))
     url.searchParams.append(
       "attachments",
diff --git a/server/api/chat.ts b/server/api/chat.ts
index 505f7dfb..677635ec 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -231,7 +231,7 @@ export const UploadFilesApi = async (c: Context) => {
     const files = formData.getAll("files") as File[]
     const metadata: any[] = []
 
-    files.forEach(async (file) => {
+    for (const file of files) {
       const fileMetadata: any = {}
       // Parse file according to its type
       if (file.type === "application/pdf") {
@@ -241,11 +241,13 @@ export const UploadFilesApi = async (c: Context) => {
         metadata.push(fileMetadata)
 
         await handlePDFFile(file, email)
+        Logger.info(`Upload file completed`)
       } else {
         Logger.error(`File type not supported yet`)
       }
-    })
+    }
 
+    Logger.info(`Returning metadata`)
     return c.json({ attachmentsMetadata: metadata })
   } catch (error) {
     const errMsg = getErrorMessage(error)
@@ -666,6 +668,7 @@ const processMessage = (text: string, citationMap: Record<number, number>) => {
 
 export const MessageApiV2 = async (c: Context) => {
   try {
+    Logger.info(`MessageApiV2 called....`)
     const { sub, workspaceId } = c.get(JwtPayloadKey)
     const email = sub
     // @ts-ignore
@@ -677,6 +680,12 @@ export const MessageApiV2 = async (c: Context) => {
       getUserAndWorkspaceByEmail(db, workspaceId, email),
       searchVespa(message, email, null, null, config.answerPage, 0),
     ])
+    if (results) {
+      console.log("results")
+      console.log(results)
+      console.log("results")
+      Logger.info(`Vespa search results are here...`)
+    }
     const { user, workspace } = userAndWorkspace
     let messages: SelectMessage[] = []
     const costArr: number[] = []

From 066e36836e025dd7b7f2f69647bfaaa051d85006 Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Tue, 26 Nov 2024 15:14:37 +0530
Subject: [PATCH 14/36] Add chatAttachment context

---
 server/ai/context.ts   | 17 +++++++++++++++++
 server/api/chat.ts     |  2 +-
 server/search/vespa.ts |  3 ++-
 3 files changed, 20 insertions(+), 2 deletions(-)

diff --git a/server/ai/context.ts b/server/ai/context.ts
index c9bb29b9..f32c37e0 100644
--- a/server/ai/context.ts
+++ b/server/ai/context.ts
@@ -2,6 +2,7 @@
 // translate the company to the AI
 import type { PublicUserWorkspace } from "@/db/schema"
 import {
+  chatAttachmentSchema,
   fileSchema,
   mailSchema,
   userSchema,
@@ -35,6 +36,20 @@ ${fields.chunks_summary && fields.chunks_summary.length ? `Content: ${fields.chu
 vespa relevance score: ${relevance}`
 }
 
+const constructChatAttachmentContext = (
+  fields: VespaFileSearch,
+  relevance: number,
+): string => {
+  return `Title: ${fields.title ? `Title: ${fields.title}` : ""}
+Created: ${getRelativeTime(fields.createdAt)}
+Updated At: ${getRelativeTime(fields.updatedAt)}
+${fields.ownerEmail ? `Owner Email: ${fields.ownerEmail}` : ""}
+${fields.mimeType ? `Mime Type: ${fields.mimeType}` : ""}
+${fields.permissions ? `Permissions: ${fields.permissions.join(", ")}` : ""}
+${fields.chunks_summary && fields.chunks_summary.length ? `Content: ${fields.chunks_summary.join("\n")}` : ""}
+vespa relevance score: ${relevance}`
+}
+
 // TODO: tell if workspace that this is an employee
 const constructUserContext = (fields: VespaUser, relevance: number): string => {
   return `App: ${fields.app}
@@ -150,6 +165,8 @@ export const answerContextMap = (
     return constructUserContext(searchResult.fields, searchResult.relevance)
   } else if (searchResult.fields.sddocname === mailSchema) {
     return constructMailContext(searchResult.fields, searchResult.relevance)
+  } else if (searchResult.fields.sddocname === chatAttachmentSchema) {
+    return constructChatAttachmentContext(searchResult.fields, searchResult.relevance)
   } else {
     throw new Error("Invalid search result type")
   }
diff --git a/server/api/chat.ts b/server/api/chat.ts
index 677635ec..f51ff002 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -682,7 +682,7 @@ export const MessageApiV2 = async (c: Context) => {
     ])
     if (results) {
       console.log("results")
-      console.log(results)
+      console.log(results.root.children)
       console.log("results")
       Logger.info(`Vespa search results are here...`)
     }
diff --git a/server/search/vespa.ts b/server/search/vespa.ts
index 93a39411..840d6fb8 100644
--- a/server/search/vespa.ts
+++ b/server/search/vespa.ts
@@ -1,5 +1,6 @@
 import {
   Apps,
+  chatAttachmentSchema,
   eventSchema,
   fileSchema,
   mailSchema,
@@ -232,7 +233,7 @@ export const deduplicateAutocomplete = (
   return resp
 }
 
-const AllSources = [fileSchema, userSchema, mailSchema, eventSchema].join(", ")
+const AllSources = [fileSchema, userSchema, mailSchema, eventSchema, chatAttachmentSchema].join(", ")
 
 export const autocomplete = async (
   query: string,

From 1e02727394a26ba1cf8950567a01cdcb223c2907 Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Tue, 26 Nov 2024 16:31:33 +0530
Subject: [PATCH 15/36] Small Fix and Comments

---
 frontend/src/routes/_authenticated/chat.tsx | 19 ++++++++++---------
 1 file changed, 10 insertions(+), 9 deletions(-)

diff --git a/frontend/src/routes/_authenticated/chat.tsx b/frontend/src/routes/_authenticated/chat.tsx
index 8b8c58df..3a45d0f1 100644
--- a/frontend/src/routes/_authenticated/chat.tsx
+++ b/frontend/src/routes/_authenticated/chat.tsx
@@ -150,7 +150,7 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
       uploadedFilesMetadata = await handleFileUpload()
       if (uploadedFilesMetadata.length !== 0) {
         console.log(`handleFileUpload ran sucessfully...`)
-      } 
+      }
     }
     // Append the user's message to the chat
     setMessages((prevMessages) => [
@@ -401,19 +401,20 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
     })
 
     try {
-      // todo change this
+      // Making POST req like this is giving errors at the server side
+      // const response = await api.chat.upload.$post({
+      //   body: formData,
+      //   headers: {
+      //     "Content-Type": "multipart/form-data",
+      //   },
+      // })
+
+      // For now using simple fetch which works fine
       const response = await fetch("/api/v1/chat/upload", {
         method: "POST",
         body: formData,
       })
 
-      // const response = await api.chat.upload.$post({
-      //   body: formData,
-      //   // headers: {
-      //   //   "Content-Type": "multipart/form-data", // Important for file uploads
-      //   // },
-      // })
-
       const result = await response.json()
       if (response.ok) {
         setStagedFiles([]) // Clear the staging area

From 5adbd853afeec4b3631dd0222206bdae358d0e1f Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Tue, 26 Nov 2024 18:05:38 +0530
Subject: [PATCH 16/36] Add attachments also to message as attachments

---
 frontend/src/routes/_authenticated/chat.tsx | 3 ++-
 server/api/chat.ts                          | 2 ++
 2 files changed, 4 insertions(+), 1 deletion(-)

diff --git a/frontend/src/routes/_authenticated/chat.tsx b/frontend/src/routes/_authenticated/chat.tsx
index 3a45d0f1..93d317a0 100644
--- a/frontend/src/routes/_authenticated/chat.tsx
+++ b/frontend/src/routes/_authenticated/chat.tsx
@@ -148,6 +148,7 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
 
     if (stagedFiles.length !== 0) {
       uploadedFilesMetadata = await handleFileUpload()
+      setStagedFiles([])
       if (uploadedFilesMetadata.length !== 0) {
         console.log(`handleFileUpload ran sucessfully...`)
       }
@@ -417,7 +418,6 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
 
       const result = await response.json()
       if (response.ok) {
-        setStagedFiles([]) // Clear the staging area
         return result.attachmentsMetadata
       } else {
         console.error("File upload failed:")
@@ -494,6 +494,7 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
               {currentResp && (
                 <ChatMessage
                   message={currentResp.resp}
+                  attachments={currentResp.attachments}
                   citations={currentResp.sources?.map((c: Citation) => c.url)}
                   isUser={false}
                   responseDone={false}
diff --git a/server/api/chat.ts b/server/api/chat.ts
index f51ff002..cf59d634 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -732,6 +732,7 @@ export const MessageApiV2 = async (c: Context) => {
             messageRole: MessageRole.User,
             email: user.email,
             sources: attachmentsToBeInserted, // Adding attachmentMetadata to sources
+            attachments: attachmentsToBeInserted,
             message,
             modelId,
           })
@@ -768,6 +769,7 @@ export const MessageApiV2 = async (c: Context) => {
             messageRole: MessageRole.User,
             email: user.email,
             sources: newAttachments, // Adding new attachments metadata
+            attachments: newAttachments,
             message,
             modelId,
           })

From 56ab70d481def2246621b59b8bf59e6f26a117e7 Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Tue, 26 Nov 2024 21:23:29 +0530
Subject: [PATCH 17/36] Updated chatAttachment schema

---
 server/vespa/schemas/chatAttachment.sd | 47 +++++++++++++++++---------
 1 file changed, 31 insertions(+), 16 deletions(-)

diff --git a/server/vespa/schemas/chatAttachment.sd b/server/vespa/schemas/chatAttachment.sd
index 00762d87..8e39a32b 100644
--- a/server/vespa/schemas/chatAttachment.sd
+++ b/server/vespa/schemas/chatAttachment.sd
@@ -113,37 +113,52 @@ schema chatAttachment {
       expression: closeness(field, chunk_embeddings)
     }
 
-    function cos_sim() {
-      expression: cos(distance(field, chunk_embeddings))
+    function freshness_score() {
+      expression: if(isNan(attribute(updatedAt)) == 1.0,0,exp(-1 * (now() - (attribute(updatedAt) / 1000)) / (3600 * 24)))
+    }
+
+    function scale(val) {
+      expression: 2*atan(val/4)/(3.14159)
+    }
+
+    function scaled_bm25_chunks() {
+      expression: scale(bm25(chunks))
+    }
+
+    function scaled_bm25_title() {
+      expression: scale(bm25(title))
+    }
+
+    function combined_bm25() {
+      expression: 0.3*scaled_bm25_chunks + 0.8*scaled_bm25_title
+    }
+
+    function freshness_weight() {
+      expression: if(scaled_bm25_title > 0.6, freshness_score, if(scaled_bm25_chunks > 0.8, freshness_score,0))
     }
 
     # First phase combines BM25 (title and chunks) and vector similarity (chunks)
     first-phase {
-      expression: (query(alpha) * chunk_vector_score) + ((1 - query(alpha)) * (bm25(chunks) + bm25(title)))
+      expression: (0.5 * chunk_vector_score) + combined_bm25
     }
 
-    second-phase {
-      expression: cos_sim
-      rerank-count: 2000
-    }
 
     global-phase {
       expression {
-        reciprocal_rank_fusion(
-                chunk_vector_score,
-                bm25(chunks),
-                bm25(title),
-                cos_sim
-            )
+        (
+          (0.5 * normalize_linear(chunk_vector_score)) +
+          (max(scaled_bm25_title,scaled_bm25_chunks)) +
+          freshness_weight
+        )
       }
       rerank-count: 1000
     }
 
     match-features {
       chunk_vector_score
-      bm25(chunks)
-      bm25(title)
-      cos_sim
+      scaled_bm25_chunks
+      scaled_bm25_title
+      freshness_weight
     }
   }
 

From 2e5540e1a9f3e0dc8f2274b833de19ed25e1c8be Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Tue, 26 Nov 2024 21:46:28 +0530
Subject: [PATCH 18/36] New chatAttachment schema

---
 server/vespa/schemas/chatAttachment.sd | 57 ++++----------------------
 1 file changed, 9 insertions(+), 48 deletions(-)

diff --git a/server/vespa/schemas/chatAttachment.sd b/server/vespa/schemas/chatAttachment.sd
index 8e39a32b..15f08b2c 100644
--- a/server/vespa/schemas/chatAttachment.sd
+++ b/server/vespa/schemas/chatAttachment.sd
@@ -37,6 +37,14 @@ schema chatAttachment {
       indexing: attribute | summary
       attribute: fast-search
     }
+
+    field chatId type string {
+      indexing: attribute | summary
+    }
+    
+    field messageId type string {
+      indexing: attribute | summary
+    }
   }
 
   field chunk_embeddings type tensor<bfloat16>(p{}, v[384])  {
@@ -46,25 +54,10 @@ schema chatAttachment {
     }
   }
   
-  field title_fuzzy type string {
-    indexing: input title | index
-    index {
-      enable-bm25
-    }
-    match {
-      gram
-      gram-size: 3
-    }
-  }
-
   fieldset default {
     fields: title, chunks
   }
 
-  fieldset autocomplete {
-    fields: title
-  }
-
   # Hybrid search rank profile combining BM25 for title and chunks, and vector search for chunk embeddings
   rank-profile initial {
     # Inputs for the query vector and alpha for hybrid search
@@ -106,17 +99,11 @@ schema chatAttachment {
     }
   }
 
- 
   rank-profile default inherits initial {
-    
     function chunk_vector_score() {
       expression: closeness(field, chunk_embeddings)
     }
 
-    function freshness_score() {
-      expression: if(isNan(attribute(updatedAt)) == 1.0,0,exp(-1 * (now() - (attribute(updatedAt) / 1000)) / (3600 * 24)))
-    }
-
     function scale(val) {
       expression: 2*atan(val/4)/(3.14159)
     }
@@ -133,22 +120,16 @@ schema chatAttachment {
       expression: 0.3*scaled_bm25_chunks + 0.8*scaled_bm25_title
     }
 
-    function freshness_weight() {
-      expression: if(scaled_bm25_title > 0.6, freshness_score, if(scaled_bm25_chunks > 0.8, freshness_score,0))
-    }
-
     # First phase combines BM25 (title and chunks) and vector similarity (chunks)
     first-phase {
       expression: (0.5 * chunk_vector_score) + combined_bm25
     }
 
-
     global-phase {
       expression {
         (
           (0.5 * normalize_linear(chunk_vector_score)) +
-          (max(scaled_bm25_title,scaled_bm25_chunks)) +
-          freshness_weight
+          (max(scaled_bm25_title,scaled_bm25_chunks))
         )
       }
       rerank-count: 1000
@@ -158,7 +139,6 @@ schema chatAttachment {
       chunk_vector_score
       scaled_bm25_chunks
       scaled_bm25_title
-      freshness_weight
     }
   }
 
@@ -168,23 +148,4 @@ schema chatAttachment {
       source: chunks
     }
   }
-
-  document-summary autocomplete {
-    summary title {
-        source: title
-    }
-    summary docId {
-        source: docId
-    }
-  }
-
-  # Autocomplete rank profile for fuzzy prefix search
-  rank-profile autocomplete {
-    first-phase {
-      expression: bm25(title_fuzzy)
-    }
-    match-features {
-      bm25(title_fuzzy)
-    }
-  }
 }
\ No newline at end of file

From 744ba982f9c1d4f45f99437e68bfd82f2ac941ea Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Wed, 27 Nov 2024 14:05:13 +0530
Subject: [PATCH 19/36] Remove permissions from schema and add chatId,
 messageId to chat Attachments in vespa

---
 server/ai/context.ts                   | 24 +++++-----
 server/api/chat.ts                     | 41 +++++++++++++++--
 server/search/types.ts                 |  3 +-
 server/search/vespa.ts                 | 64 +++++++++++++++++++++++++-
 server/vespa/schemas/chatAttachment.sd |  4 --
 5 files changed, 113 insertions(+), 23 deletions(-)

diff --git a/server/ai/context.ts b/server/ai/context.ts
index b004e699..81fb7e92 100644
--- a/server/ai/context.ts
+++ b/server/ai/context.ts
@@ -300,28 +300,28 @@ export const cleanColoredContext = (text: string): string => {
 
 const cleanVespaHighlights = (text: string): string => {
   const hiTagPattern = /<\/?hi>/g
-  return text.replace(hiTagPattern, "").trim()
+  return text?.replace(hiTagPattern, "").trim()
 }
 const cleanColoredDocs = (text: string): string => {
   const urlPattern =
     /!\[.*?\]\(https:\/\/lh7-rt\.googleusercontent\.com\/docsz\/[a-zA-Z0-9-_?=&]+\)/g
-  let cleanedText = text.replace(urlPattern, "")
+  let cleanedText = text?.replace(urlPattern, "")
 
   // ........
   const extendedEllipsisPattern = /[…\.\s]{2,}/g
-  cleanedText = cleanedText.replace(extendedEllipsisPattern, " ")
+  cleanedText = cleanedText?.replace(extendedEllipsisPattern, " ")
   // .0.0.0.0.0.0.0.0
   const repetitiveDotZeroPattern = /(?:\.0)+(\.\d+)?/g
-  cleanedText = cleanedText.replace(repetitiveDotZeroPattern, "")
+  cleanedText = cleanedText?.replace(repetitiveDotZeroPattern, "")
 
   // Remove control characters
   // Adjusted control characters pattern to exclude ANSI escape codes (\x1B)
   const controlCharsPattern = /[\x00-\x08\x0E-\x1A\x1C-\x1F\x7F-\x9F]/g
-  cleanedText = cleanedText.replace(controlCharsPattern, "")
+  cleanedText = cleanedText?.replace(controlCharsPattern, "")
   // Remove invalid or incomplete UTF characters
   //  and �
   const invalidUtfPattern = /[\uE907\uFFFD]/g
-  cleanedText = cleanedText.replace(invalidUtfPattern, "")
+  cleanedText = cleanedText?.replace(invalidUtfPattern, "")
 
   return cleanedText
 }
@@ -330,22 +330,22 @@ const cleanColoredDocs = (text: string): string => {
 const cleanDocs = (text: string): string => {
   const urlPattern =
     /!\[.*?\]\(https:\/\/lh7-rt\.googleusercontent\.com\/docsz\/[a-zA-Z0-9-_?=&]+\)/g
-  let cleanedText = text.replace(urlPattern, "")
+  let cleanedText = text?.replace(urlPattern, "")
 
   // ........
   const extendedEllipsisPattern = /[…\.\s]{2,}/g
-  cleanedText = cleanedText.replace(extendedEllipsisPattern, " ")
+  cleanedText = cleanedText?.replace(extendedEllipsisPattern, " ")
   // .0.0.0.0.0.0.0.0
   const repetitiveDotZeroPattern = /(?:\.0)+(\.\d+)?/g
-  cleanedText = cleanedText.replace(repetitiveDotZeroPattern, "")
+  cleanedText = cleanedText?.replace(repetitiveDotZeroPattern, "")
 
   // Remove control characters
   const controlCharsPattern = /[\x00-\x1F\x7F-\x9F]/g
-  cleanedText = cleanedText.replace(controlCharsPattern, "")
+  cleanedText = cleanedText?.replace(controlCharsPattern, "")
   // Remove invalid or incomplete UTF characters
   //  and �
   const invalidUtfPattern = /[\uE907\uFFFD]/g
-  cleanedText = cleanedText.replace(invalidUtfPattern, "")
+  cleanedText = cleanedText?.replace(invalidUtfPattern, "")
 
   return cleanedText
 }
@@ -380,7 +380,7 @@ const URL_REGEX: RegExp = /\bhttps?:\/\/[^\s/$.?#].[^\s]*\b/gi
  * @returns The text with URLs replaced by placeholders.
  */
 export const replaceLinks = (text: string): string => {
-  return text.replace(URL_REGEX, (match: string): string => {
+  return text?.replace(URL_REGEX, (match: string): string => {
     try {
       const parsedUrl: URL = new URL(match)
       const domain: string = parsedUrl.hostname
diff --git a/server/api/chat.ts b/server/api/chat.ts
index c96a50e4..d20726c1 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -65,6 +65,7 @@ import { streamSSE } from "hono/streaming"
 import { z } from "zod"
 import type { chatSchema } from "@/api/search"
 import {
+  AddChatMessageIdToAttachment,
   getItems,
   insert,
   insertDocument,
@@ -205,6 +206,10 @@ const saveToDownloads = async (file: Blob) => {
   }
 }
 
+const getUploadFileDocId = (fileName: string) => {
+  return `file-upload-${fileName}`
+}
+
 const handlePDFFile = async (file: Blob, userEmail: string) => {
   let wasDownloaded = false
   try {
@@ -229,15 +234,15 @@ const handlePDFFile = async (file: Blob, userEmail: string) => {
 
     const pdfToIngest = {
       title: file.name!,
-      docId: `${file.name}-upload-PDF`, // create id here, maybe??
+      docId: getUploadFileDocId(file?.name),
       ownerEmail: userEmail,
       chunks: chunks.map((v) => v.chunk),
-      permissions: [userEmail],
       mimeType: "application/pdf",
       createdAt: dateTime,
       updatedAt: dateTime,
     }
 
+    // @ts-ignore
     await insert(pdfToIngest, chatAttachmentSchema)
 
     // Delete the file here
@@ -358,7 +363,8 @@ const searchToCitation = (
   results: z.infer<typeof VespaSearchResultsSchema>[],
 ): Citation[] => {
   let citations: Citation[] = []
-  if (results.length === 0) {
+
+  if (!results || results?.length === 0) {
     return []
   }
 
@@ -1243,6 +1249,19 @@ export const MessageApi = async (c: Context) => {
             message,
             modelId,
           })
+          // Add this to chatAttachments in vespa
+          const chatExtId = chat.externalId
+          const messageExtId = insertedMsg.externalId
+          for (const attachment of attachmentsToBeInserted) {
+            const attachmentId = getUploadFileDocId(attachment?.name)
+            await AddChatMessageIdToAttachment(
+              chatAttachmentSchema,
+              attachmentId,
+              chatExtId,
+              messageExtId,
+            )
+          }
+
           return [chat, insertedMsg]
         },
       )
@@ -1280,6 +1299,20 @@ export const MessageApi = async (c: Context) => {
             message,
             modelId,
           })
+
+          // Add this to chatAttachments in vespa
+          const chatExtId = existingChat.externalId
+          const messageExtId = insertedMsg.externalId
+          for (const attachment of newAttachments) {
+            const attachmentId = getUploadFileDocId(attachment?.name)
+            await AddChatMessageIdToAttachment(
+              chatAttachmentSchema,
+              attachmentId,
+              chatExtId,
+              messageExtId,
+            )
+          }
+
           return [existingChat, allMessages, insertedMsg]
         },
       )
@@ -1372,7 +1405,7 @@ export const MessageApi = async (c: Context) => {
               citationMap[v] = i
             })
             minimalContextChunks = searchToCitation(
-              results.root.children.filter((_, i) =>
+              results?.root?.children?.filter((_, i) =>
                 currentCitations.includes(i),
               ) as z.infer<typeof VespaSearchResultsSchema>[],
             )
diff --git a/server/search/types.ts b/server/search/types.ts
index 378278ef..3f96e936 100644
--- a/server/search/types.ts
+++ b/server/search/types.ts
@@ -249,10 +249,11 @@ export const VespaChatAttachmentSchema = z.object({
   title: z.string(),
   chunks: z.array(z.string()),
   ownerEmail: z.string().nullable(),
-  permissions: z.array(z.string()),
   mimeType: z.string().nullable(),
   createdAt: z.number(),
   updatedAt: z.number(),
+  chatId: z.string(),
+  messageId: z.string(),
 })
 
 export const VespaMailSearchSchema = VespaMailSchema.extend({
diff --git a/server/search/vespa.ts b/server/search/vespa.ts
index 90b850d5..902265e2 100644
--- a/server/search/vespa.ts
+++ b/server/search/vespa.ts
@@ -140,7 +140,12 @@ export const insertDocument = async (document: VespaFile) => {
 
 // generic insert method
 export const insert = async (
-  document: VespaUser | VespaFile | VespaMail | VespaEvent | VespaChatAttachment,
+  document:
+    | VespaUser
+    | VespaFile
+    | VespaMail
+    | VespaEvent
+    | VespaChatAttachment,
   schema: string,
 ) => {
   try {
@@ -236,7 +241,13 @@ export const deduplicateAutocomplete = (
   return resp
 }
 
-const AllSources = [fileSchema, userSchema, mailSchema, eventSchema, chatAttachmentSchema].join(", ")
+const AllSources = [
+  fileSchema,
+  userSchema,
+  mailSchema,
+  eventSchema,
+  chatAttachmentSchema,
+].join(", ")
 
 export const autocomplete = async (
   query: string,
@@ -761,6 +772,55 @@ export const UpdateEventCancelledInstances = async (
   }
 }
 
+export const AddChatMessageIdToAttachment = async (
+  schema: string,
+  docId: string,
+  chatId: string,
+  messageId: string,
+) => {
+  const url = `${vespaEndpoint}/document/v1/${NAMESPACE}/${schema}/docid/${docId}`
+  try {
+    const response = await fetch(url, {
+      method: "PUT",
+      headers: {
+        "Content-Type": "application/json",
+      },
+      body: JSON.stringify({
+        fields: {
+          chatId: { assign: chatId },
+          messageId: { assign: messageId },
+        },
+      }),
+    })
+
+    if (!response.ok) {
+      const errorText = response.statusText
+      throw new ErrorUpdatingDocument({
+        message: `Failed to add chatId and messageId to chatAttachment: ${response.status} ${response.statusText} - ${errorText}`,
+        docId,
+        sources: schema,
+      })
+    }
+
+    const data = await response.json()
+
+    Logger.info(
+      `Successfully added chatId and messageId to chatAttachment for document ${docId}.`,
+    )
+  } catch (error) {
+    const errMessage = getErrorMessage(error)
+    Logger.error(
+      `Error adding chatId and messageId for document ${docId}:`,
+      errMessage,
+    )
+    throw new ErrorUpdatingDocument({
+      docId,
+      cause: error as Error,
+      sources: schema,
+    })
+  }
+}
+
 export const UpdateDocument = async (
   schema: string,
   docId: string,
diff --git a/server/vespa/schemas/chatAttachment.sd b/server/vespa/schemas/chatAttachment.sd
index 15f08b2c..97751aa8 100644
--- a/server/vespa/schemas/chatAttachment.sd
+++ b/server/vespa/schemas/chatAttachment.sd
@@ -20,10 +20,6 @@ schema chatAttachment {
       indexing: attribute | summary
     }
 
-    field permissions type array<string> {
-      indexing: attribute | summary
-    }
-
     field mimeType type string {
       indexing: attribute | summary
     }

From f65c5f56dbd1ca02a55af5536d184359e4b77e28 Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Wed, 27 Nov 2024 20:31:24 +0530
Subject: [PATCH 20/36] Add attachments metadata to only message, fix docId and
 title

---
 frontend/src/routes/_authenticated/chat.tsx |  4 +-
 server/api/chat.ts                          | 57 +++++++++++----------
 2 files changed, 32 insertions(+), 29 deletions(-)

diff --git a/frontend/src/routes/_authenticated/chat.tsx b/frontend/src/routes/_authenticated/chat.tsx
index 375bd330..16dbc3ea 100644
--- a/frontend/src/routes/_authenticated/chat.tsx
+++ b/frontend/src/routes/_authenticated/chat.tsx
@@ -679,10 +679,10 @@ const ChatMessage = ({
                     </div>
                     <div className="flex flex-col flex-1">
                       <span className="text-sm font-medium text-gray-700 truncate max-w-[100px]">
-                        {attachment.name}
+                        {attachment?.fileName}
                       </span>
                       <span className="text-xs font-medium text-gray-700 truncate max-w-[100px]">
-                        {getFileTypeName(attachment.type) ?? null}
+                        {getFileTypeName(attachment?.fileType) ?? null}
                       </span>
                     </div>
                   </li>
diff --git a/server/api/chat.ts b/server/api/chat.ts
index d20726c1..bee17f2c 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -206,8 +206,12 @@ const saveToDownloads = async (file: Blob) => {
   }
 }
 
-const getUploadFileDocId = (fileName: string) => {
-  return `file-upload-${fileName}`
+const getUploadFileDocId = (
+  userEmail: string,
+  fileName: string,
+  dateTime: number,
+) => {
+  return `file_upload_${userEmail}_${fileName}_${dateTime}`
 }
 
 const handlePDFFile = async (file: Blob, userEmail: string) => {
@@ -232,9 +236,12 @@ const handlePDFFile = async (file: Blob, userEmail: string) => {
 
     const dateTime = new Date().getTime()
 
+    const docId = getUploadFileDocId(userEmail, file?.name, dateTime)
+    const pdfName = `${userEmail}_${file?.name}_${dateTime}`
+
     const pdfToIngest = {
-      title: file.name!,
-      docId: getUploadFileDocId(file?.name),
+      docId: docId,
+      title: pdfName,
       ownerEmail: userEmail,
       chunks: chunks.map((v) => v.chunk),
       mimeType: "application/pdf",
@@ -247,6 +254,15 @@ const handlePDFFile = async (file: Blob, userEmail: string) => {
 
     // Delete the file here
     await deleteDocument(filePath)
+
+    // Return metadata
+    // Metadata contains docId, fileName, fileType, fileSize
+    return {
+      docId: docId,
+      fileName: file?.name,
+      fileSize: file?.size,
+      fileType: file?.type,
+    }
   } catch (err) {
     if (wasDownloaded) {
       const filePath = `${downloadDir}/${file?.name}`
@@ -270,15 +286,14 @@ export const UploadFilesApi = async (c: Context) => {
     const metadata: any[] = []
 
     for (const file of files) {
-      const fileMetadata: any = {}
       // Parse file according to its type
       if (file.type === "application/pdf") {
-        fileMetadata.name = file?.name
-        fileMetadata.size = file?.size
-        fileMetadata.type = file?.type
-        metadata.push(fileMetadata)
+        const fileMetadata = await handlePDFFile(file, email)
+
+        if (fileMetadata?.docId && fileMetadata?.fileName) {
+          metadata.push(fileMetadata)
+        }
 
-        await handlePDFFile(file, email)
         Logger.info(`Upload file completed`)
       } else {
         Logger.error(`File type not supported yet`)
@@ -1228,14 +1243,14 @@ export const MessageApi = async (c: Context) => {
 
       let [insertedChat, insertedMsg] = await db.transaction(
         async (tx): Promise<[SelectChat, SelectMessage]> => {
-          const attachmentsToBeInserted = JSON.parse(attachments)
+          const attachmentsToBeInserted = JSON.parse(attachments) || []
           const chat = await insertChat(tx, {
             workspaceId: workspace.id,
             workspaceExternalId: workspace.externalId,
             userId: user.id,
             email: user.email,
             title,
-            attachments: attachmentsToBeInserted,
+            attachments: [],
           })
           const insertedMsg = await insertMessage(tx, {
             chatId: chat.id,
@@ -1253,7 +1268,7 @@ export const MessageApi = async (c: Context) => {
           const chatExtId = chat.externalId
           const messageExtId = insertedMsg.externalId
           for (const attachment of attachmentsToBeInserted) {
-            const attachmentId = getUploadFileDocId(attachment?.name)
+            const attachmentId = attachment?.docId
             await AddChatMessageIdToAttachment(
               chatAttachmentSchema,
               attachmentId,
@@ -1272,20 +1287,8 @@ export const MessageApi = async (c: Context) => {
         async (tx) => {
           const newAttachments = JSON.parse(attachments) || []
 
-          const oldChat = await getChatByExternalId(db, chatId)
-          const oldAttachments = oldChat.attachments || []
-
-          let allAttachments = oldAttachments
-
-          // If there are some new attachments, we need to update chat and add only those new while adding message
-          if (newAttachments.length !== 0) {
-            allAttachments = allAttachments?.concat(newAttachments)
-          }
-
           // we are updating the chat and getting it's value in one call itself
-          let existingChat = await updateChatByExternalId(db, chatId, {
-            attachments: allAttachments,
-          })
+          let existingChat = await updateChatByExternalId(db, chatId, {})
           let allMessages = await getChatMessages(tx, chatId)
           let insertedMsg = await insertMessage(tx, {
             chatId: existingChat.id,
@@ -1304,7 +1307,7 @@ export const MessageApi = async (c: Context) => {
           const chatExtId = existingChat.externalId
           const messageExtId = insertedMsg.externalId
           for (const attachment of newAttachments) {
-            const attachmentId = getUploadFileDocId(attachment?.name)
+            const attachmentId = attachment?.docId
             await AddChatMessageIdToAttachment(
               chatAttachmentSchema,
               attachmentId,

From 853347fbaf44605c5c043b84e6c50686589bd191 Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Thu, 28 Nov 2024 13:50:20 +0530
Subject: [PATCH 21/36] Add a loader to indicate file upload

---
 frontend/src/StateProvider.tsx               |  5 +++
 frontend/src/components/ChatBox.tsx          | 34 +++++++++++++++-----
 frontend/src/routes/_authenticated/chat.tsx  | 17 +++++++---
 frontend/src/routes/_authenticated/index.tsx |  3 +-
 4 files changed, 46 insertions(+), 13 deletions(-)

diff --git a/frontend/src/StateProvider.tsx b/frontend/src/StateProvider.tsx
index 82f30068..c788439b 100644
--- a/frontend/src/StateProvider.tsx
+++ b/frontend/src/StateProvider.tsx
@@ -8,6 +8,8 @@ export const StateContext = createContext<{
   setStagedFiles: React.Dispatch<React.SetStateAction<File[]>>
   handleFileRemove: (index: number) => void
   handleFileSelection: (file: File) => void
+  loading: boolean
+  setLoading: React.Dispatch<React.SetStateAction<boolean>>
 } | null>(null)
 
 // Provider component
@@ -15,6 +17,7 @@ export const StateContextProvider: React.FC<{ children: React.ReactNode }> = ({
   children,
 }) => {
   const [stagedFiles, setStagedFiles] = useState<File[]>([])
+  const [loading, setLoading] = useState<boolean>(false)
   const { toast } = useToast()
 
   const handleFileSelection = (event) => {
@@ -69,6 +72,8 @@ export const StateContextProvider: React.FC<{ children: React.ReactNode }> = ({
         setStagedFiles,
         handleFileRemove,
         handleFileSelection,
+        loading,
+        setLoading,
       }}
     >
       {children}
diff --git a/frontend/src/components/ChatBox.tsx b/frontend/src/components/ChatBox.tsx
index 74dd62de..9a307886 100644
--- a/frontend/src/components/ChatBox.tsx
+++ b/frontend/src/components/ChatBox.tsx
@@ -1,4 +1,11 @@
-import { ArrowRight, File, Trash2, Globe, Paperclip } from "lucide-react"
+import {
+  ArrowRight,
+  LoaderCircle,
+  File,
+  Trash2,
+  Globe,
+  Paperclip,
+} from "lucide-react"
 import { useEffect, useRef } from "react"
 
 interface ChatBoxProps {
@@ -8,6 +15,7 @@ interface ChatBoxProps {
   stagedFiles: File[]
   handleFileRemove: (index: number) => void
   handleFileSelection: (event: any) => void // todo fix any
+  loading: boolean
 }
 
 export const getFileTypeName = (fileType: string): string => {
@@ -25,6 +33,7 @@ export const ChatBox = ({
   stagedFiles,
   handleFileRemove,
   handleFileSelection,
+  loading,
 }: ChatBoxProps) => {
   const inputRef = useRef<HTMLTextAreaElement | null>(null)
   const fileInputRef = useRef<HTMLInputElement>(null)
@@ -113,13 +122,22 @@ export const ChatBox = ({
         />
 
         <Globe size={16} className="text-[#464D53] cursor-pointer" />
-        <button
-          onClick={() => handleSend(query)}
-          style={{ marginLeft: "auto" }}
-          className="flex mr-6 bg-[#464B53] text-white hover:bg-[#5a5f66] rounded-full w-[32px] h-[32px] items-center justify-center"
-        >
-          <ArrowRight className="text-white" size={16} />
-        </button>
+        {loading ? (
+          <span
+            style={{ marginLeft: "auto" }}
+            className="flex mr-6 bg-[#464B53] text-white hover:bg-[#5a5f66] rounded-full w-[32px] h-[32px] items-center justify-center"
+          >
+            <LoaderCircle className="text-white animate-spin" size={16} />
+          </span>
+        ) : (
+          <button
+            onClick={() => handleSend(query)}
+            style={{ marginLeft: "auto" }}
+            className="flex mr-6 bg-[#464B53] text-white hover:bg-[#5a5f66] rounded-full w-[32px] h-[32px] items-center justify-center"
+          >
+            <ArrowRight className="text-white" size={16} />
+          </button>
+        )}
       </div>
     </div>
   )
diff --git a/frontend/src/routes/_authenticated/chat.tsx b/frontend/src/routes/_authenticated/chat.tsx
index 16dbc3ea..5c28a7c5 100644
--- a/frontend/src/routes/_authenticated/chat.tsx
+++ b/frontend/src/routes/_authenticated/chat.tsx
@@ -79,8 +79,14 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
   const [showSources, setShowSources] = useState(false)
   const [currentCitations, setCurrentCitations] = useState<Citation[]>([])
   const [currentMessageId, setCurrentMessageId] = useState<string | null>(null)
-  const { stagedFiles, setStagedFiles, handleFileRemove, handleFileSelection } =
-    useStateContext()
+  const {
+    stagedFiles,
+    setStagedFiles,
+    handleFileRemove,
+    handleFileSelection,
+    loading,
+    setLoading,
+  } = useStateContext()
 
   useEffect(() => {
     if (inputRef.current) {
@@ -142,17 +148,19 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
   const handleSend = async (messageToSend: string) => {
     if (!messageToSend) return
 
-    setQuery("")
-
     let uploadedFilesMetadata = []
 
     if (stagedFiles.length !== 0) {
+      setLoading(true)
       uploadedFilesMetadata = await handleFileUpload()
       setStagedFiles([])
       if (uploadedFilesMetadata.length !== 0) {
         console.log(`handleFileUpload ran sucessfully...`)
       }
+      setLoading(false)
     }
+
+    setQuery("")
     // Append the user's message to the chat
     setMessages((prevMessages) => [
       ...prevMessages,
@@ -547,6 +555,7 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
               stagedFiles={stagedFiles}
               handleFileRemove={handleFileRemove}
               handleFileSelection={handleFileSelection}
+              loading={loading}
             />
           </div>
           <Sources showSources={showSources} citations={currentCitations} />
diff --git a/frontend/src/routes/_authenticated/index.tsx b/frontend/src/routes/_authenticated/index.tsx
index 01bda0ee..c946ee4f 100644
--- a/frontend/src/routes/_authenticated/index.tsx
+++ b/frontend/src/routes/_authenticated/index.tsx
@@ -31,7 +31,7 @@ const Index = () => {
   const navigate = useNavigate({ from: "/" })
   const matches = useRouterState({ select: (s) => s.matches })
   const { user } = matches[matches.length - 1].context
-  const { stagedFiles, handleFileRemove, handleFileSelection } =
+  const { stagedFiles, handleFileRemove, handleFileSelection, loading } =
     useStateContext()
 
   useEffect(() => {
@@ -177,6 +177,7 @@ const Index = () => {
                 stagedFiles={stagedFiles}
                 handleFileSelection={handleFileSelection}
                 handleFileRemove={handleFileRemove}
+                loading={loading}
               />
             </div>
           )}

From 8359f7c99ed86a5eb5960b0b267e16a001d02392 Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Thu, 28 Nov 2024 14:22:10 +0530
Subject: [PATCH 22/36] Add query, setQuery as global state

---
 frontend/src/StateProvider.tsx               |  5 +++++
 frontend/src/routes/_authenticated/chat.tsx  |  4 ++--
 frontend/src/routes/_authenticated/index.tsx | 11 ++++++++---
 3 files changed, 15 insertions(+), 5 deletions(-)

diff --git a/frontend/src/StateProvider.tsx b/frontend/src/StateProvider.tsx
index c788439b..75a7f87f 100644
--- a/frontend/src/StateProvider.tsx
+++ b/frontend/src/StateProvider.tsx
@@ -10,6 +10,8 @@ export const StateContext = createContext<{
   handleFileSelection: (file: File) => void
   loading: boolean
   setLoading: React.Dispatch<React.SetStateAction<boolean>>
+  query: string
+  setQuery: React.Dispatch<React.SetStateAction<string>>
 } | null>(null)
 
 // Provider component
@@ -18,6 +20,7 @@ export const StateContextProvider: React.FC<{ children: React.ReactNode }> = ({
 }) => {
   const [stagedFiles, setStagedFiles] = useState<File[]>([])
   const [loading, setLoading] = useState<boolean>(false)
+  const [query, setQuery] = useState<string>("")
   const { toast } = useToast()
 
   const handleFileSelection = (event) => {
@@ -74,6 +77,8 @@ export const StateContextProvider: React.FC<{ children: React.ReactNode }> = ({
         handleFileSelection,
         loading,
         setLoading,
+        query,
+        setQuery,
       }}
     >
       {children}
diff --git a/frontend/src/routes/_authenticated/chat.tsx b/frontend/src/routes/_authenticated/chat.tsx
index 5c28a7c5..d7f9ad61 100644
--- a/frontend/src/routes/_authenticated/chat.tsx
+++ b/frontend/src/routes/_authenticated/chat.tsx
@@ -55,7 +55,6 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
 
   const hasHandledQueryParam = useRef(false)
 
-  const [query, setQuery] = useState("")
   const [messages, setMessages] = useState<SelectPublicMessage[]>(
     isWithChatId ? data?.messages || [] : [],
   )
@@ -86,6 +85,8 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
     handleFileSelection,
     loading,
     setLoading,
+    query,
+    setQuery,
   } = useStateContext()
 
   useEffect(() => {
@@ -129,7 +130,6 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
       currentRespRef.current = null
     }
     inputRef.current?.focus()
-    setQuery("")
   }, [(params as any).chatId])
 
   // New useEffect to handle query parameters
diff --git a/frontend/src/routes/_authenticated/index.tsx b/frontend/src/routes/_authenticated/index.tsx
index c946ee4f..944096ca 100644
--- a/frontend/src/routes/_authenticated/index.tsx
+++ b/frontend/src/routes/_authenticated/index.tsx
@@ -16,7 +16,6 @@ import { useStateContext } from "@/lib/common"
 
 const Index = () => {
   const [activeTab, setActiveTab] = useState<"search" | "ask">("search")
-  const [query, setQuery] = useState("")
 
   const [autocompleteResults, setAutocompleteResults] = useState<
     Autocomplete[]
@@ -31,8 +30,14 @@ const Index = () => {
   const navigate = useNavigate({ from: "/" })
   const matches = useRouterState({ select: (s) => s.matches })
   const { user } = matches[matches.length - 1].context
-  const { stagedFiles, handleFileRemove, handleFileSelection, loading } =
-    useStateContext()
+  const {
+    stagedFiles,
+    handleFileRemove,
+    handleFileSelection,
+    loading,
+    query,
+    setQuery,
+  } = useStateContext()
 
   useEffect(() => {
     if (!autocompleteQuery) {

From 5865789a0c60892abb3d73dbc7600ed90d349c7c Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Thu, 28 Nov 2024 15:35:19 +0530
Subject: [PATCH 23/36] Diable sending if streaming is on

---
 frontend/src/components/ChatBox.tsx         | 7 ++++++-
 frontend/src/routes/_authenticated/chat.tsx | 1 +
 2 files changed, 7 insertions(+), 1 deletion(-)

diff --git a/frontend/src/components/ChatBox.tsx b/frontend/src/components/ChatBox.tsx
index 9a307886..862d5966 100644
--- a/frontend/src/components/ChatBox.tsx
+++ b/frontend/src/components/ChatBox.tsx
@@ -16,6 +16,7 @@ interface ChatBoxProps {
   handleFileRemove: (index: number) => void
   handleFileSelection: (event: any) => void // todo fix any
   loading: boolean
+  isStreaming?: boolean
 }
 
 export const getFileTypeName = (fileType: string): string => {
@@ -34,6 +35,7 @@ export const ChatBox = ({
   handleFileRemove,
   handleFileSelection,
   loading,
+  isStreaming = false,
 }: ChatBoxProps) => {
   const inputRef = useRef<HTMLTextAreaElement | null>(null)
   const fileInputRef = useRef<HTMLInputElement>(null)
@@ -93,7 +95,9 @@ export const ChatBox = ({
             onKeyDown={(e) => {
               if (e.key === "Enter" && !e.shiftKey) {
                 e.preventDefault()
-                handleSend(query)
+                if (!isStreaming) {
+                  handleSend(query)
+                }
               }
             }}
             style={{
@@ -131,6 +135,7 @@ export const ChatBox = ({
           </span>
         ) : (
           <button
+            disabled={isStreaming}
             onClick={() => handleSend(query)}
             style={{ marginLeft: "auto" }}
             className="flex mr-6 bg-[#464B53] text-white hover:bg-[#5a5f66] rounded-full w-[32px] h-[32px] items-center justify-center"
diff --git a/frontend/src/routes/_authenticated/chat.tsx b/frontend/src/routes/_authenticated/chat.tsx
index d7f9ad61..a1d5d282 100644
--- a/frontend/src/routes/_authenticated/chat.tsx
+++ b/frontend/src/routes/_authenticated/chat.tsx
@@ -556,6 +556,7 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
               handleFileRemove={handleFileRemove}
               handleFileSelection={handleFileSelection}
               loading={loading}
+              isStreaming={isStreaming}
             />
           </div>
           <Sources showSources={showSources} citations={currentCitations} />

From e1870aa280ea83af3b377522397b676d7e0aee2d Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Fri, 29 Nov 2024 09:33:07 +0530
Subject: [PATCH 24/36] Add searchVespaWithChatAttach fn

---
 server/api/chat.ts                     | 59 +++++++++++++------------
 server/search/vespa.ts                 | 61 ++++++++++++++++++++++++++
 server/vespa/schemas/chatAttachment.sd |  4 ++
 3 files changed, 96 insertions(+), 28 deletions(-)

diff --git a/server/api/chat.ts b/server/api/chat.ts
index bee17f2c..d25b37c4 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -71,6 +71,7 @@ import {
   insertDocument,
   searchUsersByNamesAndEmails,
   searchVespa,
+  searchVespaWithChatAttachment,
 } from "@/search/vespa"
 import {
   Apps,
@@ -1194,39 +1195,17 @@ export const MessageApi = async (c: Context) => {
     }
     message = decodeURIComponent(message)
 
-    const [userAndWorkspace, results] = await Promise.all([
-      getUserAndWorkspaceByEmail(db, workspaceId, email),
-      searchVespa(
-        message,
-        email,
-        null,
-        null,
-        config.answerPage,
-        0,
-        null,
-        [],
-        nonWorkMailLabels,
-      ),
-    ])
-    if (results) {
-      console.log("results")
-      console.log(results.root.children)
-      console.log("results")
-      Logger.info(`Vespa search results are here...`)
-    }
+    const userAndWorkspace = await getUserAndWorkspaceByEmail(
+      db,
+      workspaceId,
+      email,
+    )
+
     const { user, workspace } = userAndWorkspace
     let messages: SelectMessage[] = []
     const costArr: number[] = []
     const ctx = userContext(userAndWorkspace)
     let chat: SelectChat
-    const initialContext = cleanContext(
-      results?.root?.children
-        ?.map(
-          (v, i) =>
-            `Index ${i} \n ${answerContextMap(v as z.infer<typeof VespaSearchResultsSchema>)}`,
-        )
-        .join("\n"),
-    )
 
     let title = ""
     if (!chatId) {
@@ -1323,6 +1302,30 @@ export const MessageApi = async (c: Context) => {
       chat = existingChat
     }
 
+    const results = await searchVespaWithChatAttachment(
+      message,
+      email,
+      chat?.externalId,
+      config.answerPage,
+    )
+
+    if (results) {
+      console.log("results")
+      console.log(results)
+      console.log(results.root.children)
+      console.log("results")
+      Logger.info(`Vespa search results are here...`)
+    }
+
+    const initialContext = cleanContext(
+      results?.root?.children
+        ?.map(
+          (v, i) =>
+            `Index ${i} \n ${answerContextMap(v as z.infer<typeof VespaSearchResultsSchema>)}`,
+        )
+        .join("\n"),
+    )
+
     return streamSSE(
       c,
       async (stream) => {
diff --git a/server/search/vespa.ts b/server/search/vespa.ts
index 902265e2..4d794950 100644
--- a/server/search/vespa.ts
+++ b/server/search/vespa.ts
@@ -601,6 +601,67 @@ export const searchVespa = async (
   }
 }
 
+export const searchVespaWithChatAttachment = async (
+  query: string,
+  email: string,
+  chatId: string,
+  limit = config.page,
+  offset?: number,
+): Promise<VespaSearchResponse> => {
+  const url = `${vespaEndpoint}/search/`
+
+  let yql = `select * from sources ${chatAttachmentSchema}
+        where (
+            (
+              ({targetHits:${limit}}userInput(@query))
+              or
+              ({targetHits:${limit}}nearestNeighbor(chunk_embeddings, e))
+            )
+            and chatId contains "${chatId}")`
+
+  const hybridDefaultPayload = {
+    yql,
+    query,
+    email,
+    "ranking.profile": "default",
+    "input.query(e)": "embed(@query)",
+    hits: limit,
+    alpha: 0.5,
+    ...(offset
+      ? {
+          offset,
+        }
+      : {}),
+    ...(chatId ? { chatId } : {}),
+  }
+  try {
+    const response = await fetch(url, {
+      method: "POST",
+      headers: {
+        "Content-Type": "application/json",
+      },
+      body: JSON.stringify(hybridDefaultPayload),
+    })
+    if (!response.ok) {
+      const errorText = response.statusText
+      throw new Error(
+        `Failed to fetch documents in searchVespaWithChatAttachment: ${response.status} ${response.statusText} - ${errorText}`,
+      )
+    }
+
+    const data = await response.json()
+    return data
+  } catch (error) {
+    Logger.error(
+      `Error performing search in searchVespaWithChatAttachment:, ${error} ${(error as Error).stack}`,
+    )
+    throw new ErrorPerformingSearch({
+      cause: error as Error,
+      sources: chatAttachmentSchema,
+    })
+  }
+}
+
 /**
  * Retrieves the total count of documents in the specified schema, namespace, and cluster.
  */
diff --git a/server/vespa/schemas/chatAttachment.sd b/server/vespa/schemas/chatAttachment.sd
index 97751aa8..29c63a34 100644
--- a/server/vespa/schemas/chatAttachment.sd
+++ b/server/vespa/schemas/chatAttachment.sd
@@ -36,10 +36,14 @@ schema chatAttachment {
 
     field chatId type string {
       indexing: attribute | summary
+      attribute: fast-search
+      match: exact
     }
     
     field messageId type string {
       indexing: attribute | summary
+      attribute: fast-search
+      match: exact
     }
   }
 

From 77c6cd00de7186250f0089fe1c4ec4f3a98fbb10 Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Fri, 29 Nov 2024 13:44:23 +0530
Subject: [PATCH 25/36] Fix getName & getIcon for showing attachments

---
 frontend/src/components/GroupFilter.tsx     | 12 +++++++++---
 frontend/src/lib/common.tsx                 |  5 ++++-
 frontend/src/routes/_authenticated/chat.tsx | 13 +++++++++++--
 server/api/chat.ts                          |  7 ++++---
 server/search/types.ts                      | 15 +++++++++++++++
 5 files changed, 43 insertions(+), 9 deletions(-)

diff --git a/frontend/src/components/GroupFilter.tsx b/frontend/src/components/GroupFilter.tsx
index 3c324e6b..92f7c6a6 100644
--- a/frontend/src/components/GroupFilter.tsx
+++ b/frontend/src/components/GroupFilter.tsx
@@ -57,7 +57,11 @@ const GroupFilterItem = ({
   )
 }
 
-export const getName = (app: Apps, entity: Entity): string => {
+export const getName = (
+  app: Apps,
+  entity: Entity,
+  isChatAttachment?: boolean,
+): string => {
   if (app === Apps.Gmail) {
     return "Gmail"
   } else if (app === Apps.GoogleDrive) {
@@ -84,10 +88,12 @@ export const getName = (app: Apps, entity: Entity): string => {
     } else {
       return "Drive"
     }
-  } else if (app == Apps.GoogleWorkspace) {
+  } else if (app === Apps.GoogleWorkspace) {
     return "People"
-  } else if (app == Apps.GoogleCalendar && entity === CalendarEntity.Event) {
+  } else if (app === Apps.GoogleCalendar && entity === CalendarEntity.Event) {
     return "Event"
+  } else if (!app && !entity && isChatAttachment) {
+    return "Attachment"
   } else {
     throw new Error(`Invalid app ${app} and entity ${entity}`)
   }
diff --git a/frontend/src/lib/common.tsx b/frontend/src/lib/common.tsx
index 6328112f..a62b9ef7 100644
--- a/frontend/src/lib/common.tsx
+++ b/frontend/src/lib/common.tsx
@@ -1,4 +1,4 @@
-import { Folder, Users } from "lucide-react"
+import { Folder, Paperclip, Users } from "lucide-react"
 import DocsSvg from "@/assets/docs.svg"
 import SlidesSvg from "@/assets/slides.svg"
 import SheetsSvg from "@/assets/sheets.svg"
@@ -25,6 +25,7 @@ export const getIcon = (
   app: Apps,
   entity: Entity,
   size?: { w: number; h: number; mr: number; ml?: number },
+  isChatAttachment?: boolean,
 ) => {
   let classNameVal = ""
   if (size) {
@@ -78,6 +79,8 @@ export const getIcon = (
     if (entity === CalendarEntity.Event) {
       return <img className={classNameVal} src={GoogleCalendarSvg} />
     }
+  } else if (!app && !entity && isChatAttachment) {
+    return <Paperclip size={12} className="text-[#464D53]" />
   } else {
     throw new Error(`Invalid app ${app} and entity ${entity}`)
   }
diff --git a/frontend/src/routes/_authenticated/chat.tsx b/frontend/src/routes/_authenticated/chat.tsx
index a1d5d282..d0244bd7 100644
--- a/frontend/src/routes/_authenticated/chat.tsx
+++ b/frontend/src/routes/_authenticated/chat.tsx
@@ -602,9 +602,18 @@ const Sources = ({
                   <div className="flex flex-col  mr-[12px] truncate">
                     <span className="truncate">{citation.title}</span>
                     <div className="flex items-center pb-[12px]">
-                      {getIcon(citation.app, citation.entity)}
+                      {citation?.sddocname === "chatAttachment"
+                        ? getIcon(
+                            citation.app,
+                            citation.entity,
+                            undefined,
+                            true,
+                          )
+                        : getIcon(citation.app, citation.entity)}
                       <span className="text-[#848DA1]">
-                        {getName(citation.app, citation.entity)}
+                        {citation?.sddocname === "chatAttachment"
+                          ? getName(citation.app, citation.entity, true)
+                          : getName(citation.app, citation.entity)}
                       </span>
                     </div>
                   </div>
diff --git a/server/api/chat.ts b/server/api/chat.ts
index d25b37c4..e659f2eb 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -366,6 +366,8 @@ const MinimalCitationSchema = z.object({
   url: z.string().optional(),
   app: z.nativeEnum(Apps),
   entity: entitySchema,
+  mimeType: z.string().optional(),
+  sddocname: z.string().optional(),
 })
 
 export type Citation = z.infer<typeof MinimalCitationSchema>
@@ -411,9 +413,8 @@ const searchToCitation = (
       citations.push({
         // todo
         title: fields?.title,
-        url: `https://google.com`,
-        app: fields.app ?? "",
-        entity: fields.entity ?? "",
+        sddocname: fields?.sddocname,
+        mimeType: fields?.mimeType,
       })
     } else {
       throw new Error("Invalid search result type for citation")
diff --git a/server/search/types.ts b/server/search/types.ts
index 3f96e936..4174899a 100644
--- a/server/search/types.ts
+++ b/server/search/types.ts
@@ -29,6 +29,7 @@ const Schemas = z.union([
   z.literal(userSchema),
   z.literal(mailSchema),
   z.literal(eventSchema),
+  z.literal(chatAttachmentSchema),
 ])
 
 export enum MailEntity {
@@ -269,6 +270,12 @@ export const VespaEventSearchSchema = VespaEventSchema.extend({
   sddocname: z.literal("event"),
 }).merge(defaultVespaFieldsSchema)
 
+export const VespaChatAttachmentSearchSchema = VespaChatAttachmentSchema.extend(
+  {
+    sddocname: z.literal("chatAttachment"),
+  },
+).merge(defaultVespaFieldsSchema)
+
 export const VespaMailGetSchema = VespaMailSchema.merge(
   defaultVespaFieldsSchema,
 )
@@ -278,6 +285,7 @@ export const VespaSearchFieldsUnionSchema = z.discriminatedUnion("sddocname", [
   VespaFileSearchSchema,
   VespaMailSearchSchema,
   VespaEventSearchSchema,
+  VespaChatAttachmentSearchSchema,
 ])
 
 // Match features for file schema
@@ -307,11 +315,18 @@ const EventMatchFeaturesSchema = z.object({
   "bm25(attendeesNames)": z.number().optional(),
 })
 
+const ChatAttachmentFeaturesSchema = z.object({
+  "bm25(title)": z.number().optional(),
+  "bm25(chunks)": z.number().optional(),
+  "closeness(field, chunk_embeddings)": z.number().optional(),
+})
+
 const SearchMatchFeaturesSchema = z.union([
   FileMatchFeaturesSchema,
   UserMatchFeaturesSchema,
   MailMatchFeaturesSchema,
   EventMatchFeaturesSchema,
+  ChatAttachmentFeaturesSchema,
 ])
 const VespaSearchFieldsSchema = z
   .object({

From debea4e2c23cfa293ae1b595217293dbe14ef06f Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Fri, 29 Nov 2024 15:21:17 +0530
Subject: [PATCH 26/36] Add hasAttachments flag to decide search function to
 use

---
 server/api/chat.ts                           |   48 +-
 server/db/schema.ts                          |    1 +
 server/migrations/0014_silly_doctor_doom.sql |    1 +
 server/migrations/meta/0014_snapshot.json    | 1195 ++++++++++++++++++
 server/migrations/meta/_journal.json         |    7 +
 5 files changed, 1245 insertions(+), 7 deletions(-)
 create mode 100644 server/migrations/0014_silly_doctor_doom.sql
 create mode 100644 server/migrations/meta/0014_snapshot.json

diff --git a/server/api/chat.ts b/server/api/chat.ts
index e659f2eb..f08c989b 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -1231,6 +1231,7 @@ export const MessageApi = async (c: Context) => {
             email: user.email,
             title,
             attachments: [],
+            hasAttachments: attachmentsToBeInserted?.length > 0 ? true : false,
           })
           const insertedMsg = await insertMessage(tx, {
             chatId: chat.id,
@@ -1267,8 +1268,16 @@ export const MessageApi = async (c: Context) => {
         async (tx) => {
           const newAttachments = JSON.parse(attachments) || []
 
+          const oldChat = await getChatByExternalId(db, chatId)
+          const alreadyHasAttachments = oldChat?.hasAttachments
+          const hasAttachmentsNow = newAttachments?.length > 0 ? true : false
+
           // we are updating the chat and getting it's value in one call itself
-          let existingChat = await updateChatByExternalId(db, chatId, {})
+          let existingChat = await updateChatByExternalId(db, chatId, {
+            hasAttachments: alreadyHasAttachments
+              ? alreadyHasAttachments
+              : hasAttachmentsNow,
+          })
           let allMessages = await getChatMessages(tx, chatId)
           let insertedMsg = await insertMessage(tx, {
             chatId: existingChat.id,
@@ -1303,12 +1312,37 @@ export const MessageApi = async (c: Context) => {
       chat = existingChat
     }
 
-    const results = await searchVespaWithChatAttachment(
-      message,
-      email,
-      chat?.externalId,
-      config.answerPage,
-    )
+    // Condition to decide if searchVespa function will be used to search or searchVespaWithChatAttachment
+    // If Chat has attachment then we use searchVespaWithChatAttachment, otherwise searchVespa
+
+    // Check if the current chat has attachments
+    const currentChat = await db.transaction(async (tx) => {
+      let currentChat = await getChatByExternalId(tx, chat?.externalId)
+      return currentChat
+    })
+    const currentChatHasAttachments = currentChat?.hasAttachments
+
+    let results: VespaSearchResponse
+    if (currentChatHasAttachments) {
+      results = await searchVespaWithChatAttachment(
+        message,
+        email,
+        chat?.externalId,
+        config.answerPage,
+      )
+    } else {
+      results = await searchVespa(
+        message,
+        email,
+        null,
+        null,
+        config.answerPage,
+        0,
+        null,
+        [],
+        nonWorkMailLabels,
+      )
+    }
 
     if (results) {
       console.log("results")
diff --git a/server/db/schema.ts b/server/db/schema.ts
index 37e3651c..cf623e43 100644
--- a/server/db/schema.ts
+++ b/server/db/schema.ts
@@ -293,6 +293,7 @@ export const chats = pgTable(
       .notNull()
       .default(sql`NOW()`),
     deletedAt: timestamp("deleted_at", { withTimezone: true }),
+    hasAttachments: boolean("hasAttachments").notNull().default(false),
   },
   (table) => ({
     isBookmarkedIndex: index("is_bookmarked_index").on(table.isBookmarked),
diff --git a/server/migrations/0014_silly_doctor_doom.sql b/server/migrations/0014_silly_doctor_doom.sql
new file mode 100644
index 00000000..b2dc4d41
--- /dev/null
+++ b/server/migrations/0014_silly_doctor_doom.sql
@@ -0,0 +1 @@
+ALTER TABLE "chats" ADD COLUMN "hasAttachments" boolean DEFAULT false NOT NULL;
\ No newline at end of file
diff --git a/server/migrations/meta/0014_snapshot.json b/server/migrations/meta/0014_snapshot.json
new file mode 100644
index 00000000..85f12242
--- /dev/null
+++ b/server/migrations/meta/0014_snapshot.json
@@ -0,0 +1,1195 @@
+{
+  "id": "afa0437c-96ac-4b91-9cd0-cff082c38346",
+  "prevId": "4c5fd5c5-5b77-4cf5-b195-adfa256cff58",
+  "version": "7",
+  "dialect": "postgresql",
+  "tables": {
+    "public.chats": {
+      "name": "chats",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_external_id": {
+          "name": "workspace_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "is_bookmarked": {
+          "name": "is_bookmarked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "title": {
+          "name": "title",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "attachments": {
+          "name": "attachments",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "hasAttachments": {
+          "name": "hasAttachments",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        }
+      },
+      "indexes": {
+        "is_bookmarked_index": {
+          "name": "is_bookmarked_index",
+          "columns": [
+            {
+              "expression": "is_bookmarked",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "chats_workspace_id_workspaces_id_fk": {
+          "name": "chats_workspace_id_workspaces_id_fk",
+          "tableFrom": "chats",
+          "tableTo": "workspaces",
+          "columnsFrom": [
+            "workspace_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "chats_user_id_users_id_fk": {
+          "name": "chats_user_id_users_id_fk",
+          "tableFrom": "chats",
+          "tableTo": "users",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "chats_external_id_unique": {
+          "name": "chats_external_id_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "external_id"
+          ]
+        }
+      }
+    },
+    "public.connectors": {
+      "name": "connectors",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_external_id": {
+          "name": "workspace_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "connector_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "auth_type": {
+          "name": "auth_type",
+          "type": "auth_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "app_type": {
+          "name": "app_type",
+          "type": "app_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "config": {
+          "name": "config",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "credentials": {
+          "name": "credentials",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "subject": {
+          "name": "subject",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "oauth_credentials": {
+          "name": "oauth_credentials",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "status": {
+          "name": "status",
+          "type": "status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'connecting'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "connectors_workspace_id_workspaces_id_fk": {
+          "name": "connectors_workspace_id_workspaces_id_fk",
+          "tableFrom": "connectors",
+          "tableTo": "workspaces",
+          "columnsFrom": [
+            "workspace_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "connectors_user_id_users_id_fk": {
+          "name": "connectors_user_id_users_id_fk",
+          "tableFrom": "connectors",
+          "tableTo": "users",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "connectors_external_id_unique": {
+          "name": "connectors_external_id_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "external_id"
+          ]
+        },
+        "connectors_workspace_id_user_id_app_type_auth_type_unique": {
+          "name": "connectors_workspace_id_user_id_app_type_auth_type_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "workspace_id",
+            "user_id",
+            "app_type",
+            "auth_type"
+          ]
+        }
+      }
+    },
+    "public.messages": {
+      "name": "messages",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_external_id": {
+          "name": "workspace_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "chat_external_id": {
+          "name": "chat_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "message": {
+          "name": "message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "message_role": {
+          "name": "message_role",
+          "type": "message_role",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "modelId": {
+          "name": "modelId",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "sources": {
+          "name": "sources",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "attachments": {
+          "name": "attachments",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "chat_id_index": {
+          "name": "chat_id_index",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "messages_chat_id_chats_id_fk": {
+          "name": "messages_chat_id_chats_id_fk",
+          "tableFrom": "messages",
+          "tableTo": "chats",
+          "columnsFrom": [
+            "chat_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "messages_user_id_users_id_fk": {
+          "name": "messages_user_id_users_id_fk",
+          "tableFrom": "messages",
+          "tableTo": "users",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "messages_external_id_unique": {
+          "name": "messages_external_id_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "external_id"
+          ]
+        }
+      }
+    },
+    "public.oauth_providers": {
+      "name": "oauth_providers",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_external_id": {
+          "name": "workspace_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "container_id": {
+          "name": "container_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "client_id": {
+          "name": "client_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "client_secret": {
+          "name": "client_secret",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "oauth_scopes": {
+          "name": "oauth_scopes",
+          "type": "text[]",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "ARRAY[]::text[]"
+        },
+        "app_type": {
+          "name": "app_type",
+          "type": "app_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "oauth_providers_workspace_id_workspaces_id_fk": {
+          "name": "oauth_providers_workspace_id_workspaces_id_fk",
+          "tableFrom": "oauth_providers",
+          "tableTo": "workspaces",
+          "columnsFrom": [
+            "workspace_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "oauth_providers_user_id_users_id_fk": {
+          "name": "oauth_providers_user_id_users_id_fk",
+          "tableFrom": "oauth_providers",
+          "tableTo": "users",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "oauth_providers_container_id_connectors_id_fk": {
+          "name": "oauth_providers_container_id_connectors_id_fk",
+          "tableFrom": "oauth_providers",
+          "tableTo": "connectors",
+          "columnsFrom": [
+            "container_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "oauth_providers_external_id_unique": {
+          "name": "oauth_providers_external_id_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "external_id"
+          ]
+        }
+      }
+    },
+    "public.sync_history": {
+      "name": "sync_history",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_external_id": {
+          "name": "workspace_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "data_added": {
+          "name": "data_added",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "data_updated": {
+          "name": "data_updated",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "data_deleted": {
+          "name": "data_deleted",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true,
+          "default": 0
+        },
+        "summary": {
+          "name": "summary",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "error_message": {
+          "name": "error_message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "''"
+        },
+        "type": {
+          "name": "type",
+          "type": "type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "sync_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "auth_type": {
+          "name": "auth_type",
+          "type": "auth_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "app_type": {
+          "name": "app_type",
+          "type": "app_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "config": {
+          "name": "config",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "last_ran_on": {
+          "name": "last_ran_on",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "NOW()"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "sync_history_workspace_id_workspaces_id_fk": {
+          "name": "sync_history_workspace_id_workspaces_id_fk",
+          "tableFrom": "sync_history",
+          "tableTo": "workspaces",
+          "columnsFrom": [
+            "workspace_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "sync_history_external_id_unique": {
+          "name": "sync_history_external_id_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "external_id"
+          ]
+        }
+      }
+    },
+    "public.sync_jobs": {
+      "name": "sync_jobs",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_external_id": {
+          "name": "workspace_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "connector_id": {
+          "name": "connector_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "sync_status",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'NotStarted'"
+        },
+        "app_type": {
+          "name": "app_type",
+          "type": "app_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "auth_type": {
+          "name": "auth_type",
+          "type": "auth_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "config": {
+          "name": "config",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "last_ran_on": {
+          "name": "last_ran_on",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "NOW()"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "sync_jobs_workspace_id_workspaces_id_fk": {
+          "name": "sync_jobs_workspace_id_workspaces_id_fk",
+          "tableFrom": "sync_jobs",
+          "tableTo": "workspaces",
+          "columnsFrom": [
+            "workspace_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "sync_jobs_connector_id_connectors_id_fk": {
+          "name": "sync_jobs_connector_id_connectors_id_fk",
+          "tableFrom": "sync_jobs",
+          "tableTo": "connectors",
+          "columnsFrom": [
+            "connector_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "sync_jobs_external_id_unique": {
+          "name": "sync_jobs_external_id_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "external_id"
+          ]
+        }
+      }
+    },
+    "public.users": {
+      "name": "users",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "photoLink": {
+          "name": "photoLink",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_external_id": {
+          "name": "workspace_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'1970-01-01T00:00:00Z'"
+        },
+        "last_login": {
+          "name": "last_login",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "role": {
+          "name": "role",
+          "type": "role",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'User'"
+        }
+      },
+      "indexes": {
+        "email_unique_index": {
+          "name": "email_unique_index",
+          "columns": [
+            {
+              "expression": "LOWER(\"email\")",
+              "asc": true,
+              "isExpression": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "users_workspace_id_workspaces_id_fk": {
+          "name": "users_workspace_id_workspaces_id_fk",
+          "tableFrom": "users",
+          "tableTo": "workspaces",
+          "columnsFrom": [
+            "workspace_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "users_external_id_unique": {
+          "name": "users_external_id_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "external_id"
+          ]
+        }
+      }
+    },
+    "public.workspaces": {
+      "name": "workspaces",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "domain": {
+          "name": "domain",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_by": {
+          "name": "created_by",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "photoLink": {
+          "name": "photoLink",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "workspaces_domain_unique": {
+          "name": "workspaces_domain_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "domain"
+          ]
+        },
+        "workspaces_created_by_unique": {
+          "name": "workspaces_created_by_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "created_by"
+          ]
+        },
+        "workspaces_external_id_unique": {
+          "name": "workspaces_external_id_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "external_id"
+          ]
+        }
+      }
+    }
+  },
+  "enums": {
+    "public.app_type": {
+      "name": "app_type",
+      "schema": "public",
+      "values": [
+        "google-workspace",
+        "google-drive",
+        "gmail",
+        "notion",
+        "google-calendar"
+      ]
+    },
+    "public.auth_type": {
+      "name": "auth_type",
+      "schema": "public",
+      "values": [
+        "oauth",
+        "service_account",
+        "custom",
+        "api_key"
+      ]
+    },
+    "public.connector_type": {
+      "name": "connector_type",
+      "schema": "public",
+      "values": [
+        "SaaS",
+        "Database",
+        "Api",
+        "File",
+        "Website"
+      ]
+    },
+    "public.message_role": {
+      "name": "message_role",
+      "schema": "public",
+      "values": [
+        "system",
+        "user",
+        "assistant"
+      ]
+    },
+    "public.status": {
+      "name": "status",
+      "schema": "public",
+      "values": [
+        "connected",
+        "connecting",
+        "failed",
+        "not-connected"
+      ]
+    },
+    "public.type": {
+      "name": "type",
+      "schema": "public",
+      "values": [
+        "ChangeToken",
+        "Partial",
+        "FullSync"
+      ]
+    },
+    "public.sync_status": {
+      "name": "sync_status",
+      "schema": "public",
+      "values": [
+        "NotStarted",
+        "Started",
+        "Failed",
+        "Successful"
+      ]
+    },
+    "public.role": {
+      "name": "role",
+      "schema": "public",
+      "values": [
+        "User",
+        "TeamLeader",
+        "Admin",
+        "SuperAdmin"
+      ]
+    }
+  },
+  "schemas": {},
+  "sequences": {},
+  "_meta": {
+    "columns": {},
+    "schemas": {},
+    "tables": {}
+  }
+}
\ No newline at end of file
diff --git a/server/migrations/meta/_journal.json b/server/migrations/meta/_journal.json
index 173c6644..9fdb8084 100644
--- a/server/migrations/meta/_journal.json
+++ b/server/migrations/meta/_journal.json
@@ -99,6 +99,13 @@
       "when": 1732521298596,
       "tag": "0013_calm_ironclad",
       "breakpoints": true
+    },
+    {
+      "idx": 14,
+      "version": "7",
+      "when": 1732871533977,
+      "tag": "0014_silly_doctor_doom",
+      "breakpoints": true
     }
   ]
 }
\ No newline at end of file

From a8feffc2363fc4870b707c1557f3964a4ad67741 Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Fri, 29 Nov 2024 15:37:35 +0530
Subject: [PATCH 27/36] Improve chat update logic

---
 server/api/chat.ts | 14 +++++++++-----
 1 file changed, 9 insertions(+), 5 deletions(-)

diff --git a/server/api/chat.ts b/server/api/chat.ts
index f08c989b..5b5566cf 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -1273,11 +1273,15 @@ export const MessageApi = async (c: Context) => {
           const hasAttachmentsNow = newAttachments?.length > 0 ? true : false
 
           // we are updating the chat and getting it's value in one call itself
-          let existingChat = await updateChatByExternalId(db, chatId, {
-            hasAttachments: alreadyHasAttachments
-              ? alreadyHasAttachments
-              : hasAttachmentsNow,
-          })
+          let existingChat = await updateChatByExternalId(
+            db,
+            chatId,
+            alreadyHasAttachments
+              ? {}
+              : hasAttachmentsNow
+                ? { hasAttachments: hasAttachmentsNow }
+                : {},
+          )
           let allMessages = await getChatMessages(tx, chatId)
           let insertedMsg = await insertMessage(tx, {
             chatId: existingChat.id,

From 858e669a48c90da06799dbbd6ea8883fd7a9372a Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Fri, 29 Nov 2024 18:34:10 +0530
Subject: [PATCH 28/36] Fix types and remove unncessary code

---
 frontend/src/StateProvider.tsx              | 50 +++++++++++----------
 frontend/src/components/ChatBox.tsx         |  2 +-
 frontend/src/routes/_authenticated/chat.tsx | 13 ++----
 server/ai/context.ts                        |  6 +--
 server/api/chat.ts                          | 15 ++++---
 server/api/search.ts                        |  4 --
 server/search/types.ts                      |  7 ++-
 server/shared/types.ts                      |  2 +-
 8 files changed, 51 insertions(+), 48 deletions(-)

diff --git a/frontend/src/StateProvider.tsx b/frontend/src/StateProvider.tsx
index 75a7f87f..6bb45dfa 100644
--- a/frontend/src/StateProvider.tsx
+++ b/frontend/src/StateProvider.tsx
@@ -7,7 +7,7 @@ export const StateContext = createContext<{
   stagedFiles: File[]
   setStagedFiles: React.Dispatch<React.SetStateAction<File[]>>
   handleFileRemove: (index: number) => void
-  handleFileSelection: (file: File) => void
+  handleFileSelection: (event: React.ChangeEvent<HTMLInputElement>) => void
   loading: boolean
   setLoading: React.Dispatch<React.SetStateAction<boolean>>
   query: string
@@ -23,31 +23,33 @@ export const StateContextProvider: React.FC<{ children: React.ReactNode }> = ({
   const [query, setQuery] = useState<string>("")
   const { toast } = useToast()
 
-  const handleFileSelection = (event) => {
-    const files = Array.from(event.target!.files) as File[]
+  const handleFileSelection = (event: React.ChangeEvent<HTMLInputElement>) => {
+    const files = event?.target?.files
     const validFiles: File[] = [] // Array to hold files that pass validation
 
-    files.forEach((file: File) => {
-      // File size check: 20 MB limit
-      const fileSizeInMB = file.size / (1024 * 1024)
-      if (fileSizeInMB > 20) {
-        toast({
-          title: `File Too Large`,
-          description: `The file "${file.name}" exceeds the 20MB size limit. Please choose a smaller file.`,
-          variant: "destructive",
-        })
-      } else if (!isSupportedFileType(file.type)) {
-        // Check for unsupported file types
-        toast({
-          title: "File Type not supported",
-          description: `The file "${file.name}" is of type "${file.type}", which is not supported. Please upload a valid file type.`,
-          variant: "destructive",
-        })
-      } else {
-        // If valid, add the file to the validFiles array
-        validFiles.push(file)
-      }
-    })
+    if (files) {
+      Array.from(files).forEach((file) => {
+        // File size check: 20 MB limit
+        const fileSizeInMB = file.size / (1024 * 1024)
+        if (fileSizeInMB > 20) {
+          toast({
+            title: `File Too Large`,
+            description: `The file "${file.name}" exceeds the 20MB size limit. Please choose a smaller file.`,
+            variant: "destructive",
+          })
+        } else if (!isSupportedFileType(file.type)) {
+          // Check for unsupported file types
+          toast({
+            title: "File Type not supported",
+            description: `The file "${file.name}" is of type "${file.type}", which is not supported. Please upload a valid file type.`,
+            variant: "destructive",
+          })
+        } else {
+          // If valid, add the file to the validFiles array
+          validFiles.push(file)
+        }
+      })
+    }
 
     setStagedFiles((prev) => {
       if (prev.length + validFiles.length > 5) {
diff --git a/frontend/src/components/ChatBox.tsx b/frontend/src/components/ChatBox.tsx
index 862d5966..3447e1ce 100644
--- a/frontend/src/components/ChatBox.tsx
+++ b/frontend/src/components/ChatBox.tsx
@@ -14,7 +14,7 @@ interface ChatBoxProps {
   handleSend: (messageToSend: string) => void
   stagedFiles: File[]
   handleFileRemove: (index: number) => void
-  handleFileSelection: (event: any) => void // todo fix any
+  handleFileSelection: (event: React.ChangeEvent<HTMLInputElement>) => void
   loading: boolean
   isStreaming?: boolean
 }
diff --git a/frontend/src/routes/_authenticated/chat.tsx b/frontend/src/routes/_authenticated/chat.tsx
index d0244bd7..7de0a489 100644
--- a/frontend/src/routes/_authenticated/chat.tsx
+++ b/frontend/src/routes/_authenticated/chat.tsx
@@ -10,7 +10,7 @@ import {
 } from "@tanstack/react-router"
 import { Bookmark, Copy, Ellipsis, Eye, EyeOff, File } from "lucide-react"
 import { useEffect, useRef, useState } from "react"
-import { ChatSSEvents, SelectPublicMessage, Citation } from "shared/types"
+import { ChatSSEvents, SelectPublicMessage, Citation, AttachmentMetadata } from "shared/types"
 import AssistantLogo from "@/assets/assistant-logo.svg"
 import Retry from "@/assets/retry.svg"
 import { PublicUser, PublicWorkspace } from "shared/types"
@@ -154,9 +154,6 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
       setLoading(true)
       uploadedFilesMetadata = await handleFileUpload()
       setStagedFiles([])
-      if (uploadedFilesMetadata.length !== 0) {
-        console.log(`handleFileUpload ran sucessfully...`)
-      }
       setLoading(false)
     }
 
@@ -175,7 +172,6 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
     setCurrentResp({ resp: "" })
     currentRespRef.current = { resp: "", sources: [] }
 
-    console.log(`Message Create API called...`)
     const url = new URL(`/api/v1/message/create`, window.location.origin)
     if (chatId) {
       url.searchParams.append("chatId", chatId)
@@ -520,7 +516,6 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
               {currentResp && (
                 <ChatMessage
                   message={currentResp.resp}
-                  attachments={currentResp.attachments}
                   citations={currentResp.sources?.map((c: Citation) => c.url)}
                   isUser={false}
                   responseDone={false}
@@ -642,7 +637,7 @@ const ChatMessage = ({
   sourcesVisible,
 }: {
   message: string
-  attachments: any
+  attachments?: AttachmentMetadata[]
   isUser: boolean
   responseDone: boolean
   isRetrying?: boolean
@@ -685,10 +680,10 @@ const ChatMessage = ({
     >
       {isUser ? (
         <>
-          {attachments?.length > 0 && (
+          {attachments && attachments?.length > 0 && (
             <div className="flex-col w-full">
               <ul className="flex flex-col space-y-2 pb-2">
-                {attachments.map((attachment, index) => (
+                {attachments?.map((attachment, index) => (
                   <li
                     key={index}
                     className="flex items-center p-2 border rounded border-gray-300 min-w-[200px] max-w-[300px]"
diff --git a/server/ai/context.ts b/server/ai/context.ts
index 81fb7e92..84d51328 100644
--- a/server/ai/context.ts
+++ b/server/ai/context.ts
@@ -6,6 +6,7 @@ import {
   mailSchema,
   userSchema,
   VespaSearchResultsSchema,
+  type VespaChatAttachmentSearch,
   type VespaEventSearch,
   type VespaFileSearch,
   type VespaMailSearch,
@@ -39,7 +40,7 @@ ${fields.chunks_summary && fields.chunks_summary.length ? `Content: ${fields.chu
 }
 
 const constructChatAttachmentContext = (
-  fields: VespaFileSearch,
+  fields: VespaChatAttachmentSearch,
   relevance: number,
 ): string => {
   return `Title: ${fields.title ? `Title: ${fields.title}` : ""}
@@ -47,7 +48,6 @@ Created: ${getRelativeTime(fields.createdAt)}
 Updated At: ${getRelativeTime(fields.updatedAt)}
 ${fields.ownerEmail ? `Owner Email: ${fields.ownerEmail}` : ""}
 ${fields.mimeType ? `Mime Type: ${fields.mimeType}` : ""}
-${fields.permissions ? `Permissions: ${fields.permissions.join(", ")}` : ""}
 ${fields.chunks_summary && fields.chunks_summary.length ? `Content: ${fields.chunks_summary.slice(0, maxSummaryChunks).join("\n")}` : ""}
 \nvespa relevance score: ${relevance}\n`
 }
@@ -390,4 +390,4 @@ export const replaceLinks = (text: string): string => {
       return match
     }
   })
-}
\ No newline at end of file
+}
diff --git a/server/api/chat.ts b/server/api/chat.ts
index 5b5566cf..4c8e747b 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -278,13 +278,12 @@ const handlePDFFile = async (file: Blob, userEmail: string) => {
 
 export const UploadFilesApi = async (c: Context) => {
   try {
-    //todo schema
     const { sub } = c.get(JwtPayloadKey)
     const email = sub
 
     const formData = await c.req.formData()
     const files = formData.getAll("files") as File[]
-    const metadata: any[] = []
+    const metadata: AttachmentMetadata[] = []
 
     for (const file of files) {
       // Parse file according to its type
@@ -301,7 +300,6 @@ export const UploadFilesApi = async (c: Context) => {
       }
     }
 
-    Logger.info(`Returning metadata`)
     return c.json({ attachmentsMetadata: metadata })
   } catch (error) {
     const errMsg = getErrorMessage(error)
@@ -372,6 +370,15 @@ const MinimalCitationSchema = z.object({
 
 export type Citation = z.infer<typeof MinimalCitationSchema>
 
+const AttachmentMetadataSchema = z.object({
+  docId: z.string(),
+  fileName: z.string(),
+  fileSize: z.number(),
+  fileType: z.string(),
+})
+
+export type AttachmentMetadata = z.infer<typeof AttachmentMetadataSchema>
+
 interface CitationResponse {
   answer?: string
   citations?: number[]
@@ -411,7 +418,6 @@ const searchToCitation = (
       })
     } else if (result.fields.sddocname === chatAttachmentSchema) {
       citations.push({
-        // todo
         title: fields?.title,
         sddocname: fields?.sddocname,
         mimeType: fields?.mimeType,
@@ -915,7 +921,6 @@ export const MessageApiV2 = async (c: Context) => {
   // if the value exists then we send the error to the frontend via it
   let stream: any
   try {
-    Logger.info(`MessageApiV2 called....`)
     const { sub, workspaceId } = c.get(JwtPayloadKey)
     const email = sub
     // @ts-ignore
diff --git a/server/api/search.ts b/server/api/search.ts
index 97a795eb..fdce6ade 100644
--- a/server/api/search.ts
+++ b/server/api/search.ts
@@ -163,10 +163,6 @@ export const SearchApi = async (c: Context) => {
     )
   }
 
-  console.log("\nresults")
-  console.log(results.root.children)
-  console.log("results\n")
-
   // TODO: deduplicate for google admin and contacts
   const newResults = VespaSearchResponseToSearchResult(results)
   newResults.groupCount = groupCount
diff --git a/server/search/types.ts b/server/search/types.ts
index 4174899a..797eb6c8 100644
--- a/server/search/types.ts
+++ b/server/search/types.ts
@@ -274,7 +274,11 @@ export const VespaChatAttachmentSearchSchema = VespaChatAttachmentSchema.extend(
   {
     sddocname: z.literal("chatAttachment"),
   },
-).merge(defaultVespaFieldsSchema)
+)
+  .merge(defaultVespaFieldsSchema)
+  .extend({
+    chunks_summary: z.array(z.string()).optional(),
+  })
 
 export const VespaMailGetSchema = VespaMailSchema.merge(
   defaultVespaFieldsSchema,
@@ -427,6 +431,7 @@ export type VespaSearchResponse = z.infer<typeof VespaSearchResponseSchema>
 
 export type VespaFileGet = z.infer<typeof VespaFileGetSchema>
 export type VespaFileSearch = z.infer<typeof VespaFileSearchSchema>
+export type VespaChatAttachmentSearch = z.infer<typeof VespaChatAttachmentSearchSchema>
 export type VespaMailSearch = z.infer<typeof VespaMailSearchSchema>
 export type VespaEventSearch = z.infer<typeof VespaEventSearchSchema>
 export type VespaFile = z.infer<typeof VespaFileSchema>
diff --git a/server/shared/types.ts b/server/shared/types.ts
index c2c5edc2..23f31329 100644
--- a/server/shared/types.ts
+++ b/server/shared/types.ts
@@ -25,7 +25,7 @@ import { z } from "zod"
 // @ts-ignore
 export type { MessageReqType } from "@/api/search"
 // @ts-ignore
-export type { Citation } from "@/api/chat"
+export type { Citation, AttachmentMetadata } from "@/api/chat"
 export type {
   SelectPublicMessage,
   PublicUser,

From f7083946db86b0c9be318493315e6e8de0a4f776 Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Fri, 29 Nov 2024 19:23:40 +0530
Subject: [PATCH 29/36] Fix types for searchToCitation fn

---
 server/api/chat.ts     | 23 ++++++++++++-----------
 server/search/types.ts |  8 +++++---
 2 files changed, 17 insertions(+), 14 deletions(-)

diff --git a/server/api/chat.ts b/server/api/chat.ts
index 4c8e747b..b977675f 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -84,6 +84,7 @@ import {
   MailEntity,
   mailSchema,
   userSchema,
+  type VespaChatAttachment,
   type VespaFile,
   type VespaMail,
   type VespaSearchResponse,
@@ -362,8 +363,8 @@ export const ChatBookmarkApi = async (c: Context) => {
 const MinimalCitationSchema = z.object({
   title: z.string().optional(),
   url: z.string().optional(),
-  app: z.nativeEnum(Apps),
-  entity: entitySchema,
+  app: z.nativeEnum(Apps).optional(),
+  entity: entitySchema.optional(),
   mimeType: z.string().optional(),
   sddocname: z.string().optional(),
 })
@@ -399,28 +400,28 @@ const searchToCitation = (
       citations.push({
         title: (fields as VespaUser).name,
         url: `https://contacts.google.com/${(fields as VespaUser).email}`,
-        app: fields.app,
-        entity: fields.entity,
+        app: (fields as VespaUser).app,
+        entity: (fields as VespaUser).entity,
       })
     } else if (result.fields.sddocname === fileSchema) {
       citations.push({
         title: (fields as VespaFile).title,
         url: (fields as VespaFile).url || "",
-        app: fields.app,
-        entity: fields.entity,
+        app: (fields as VespaFile).app,
+        entity: (fields as VespaFile).entity,
       })
     } else if (result.fields.sddocname === mailSchema) {
       citations.push({
         title: (fields as VespaMail).subject,
         url: `https://mail.google.com/mail/u/0/#inbox/${fields.docId}`,
-        app: fields.app,
-        entity: fields.entity,
+        app: (fields as VespaMail).app,
+        entity: (fields as VespaMail).entity,
       })
     } else if (result.fields.sddocname === chatAttachmentSchema) {
       citations.push({
-        title: fields?.title,
-        sddocname: fields?.sddocname,
-        mimeType: fields?.mimeType,
+        title: (fields as VespaChatAttachment).title,
+        sddocname: fields.sddocname,
+        mimeType: (fields as VespaChatAttachment).mimeType || "",
       })
     } else {
       throw new Error("Invalid search result type for citation")
diff --git a/server/search/types.ts b/server/search/types.ts
index 797eb6c8..a868968c 100644
--- a/server/search/types.ts
+++ b/server/search/types.ts
@@ -272,12 +272,12 @@ export const VespaEventSearchSchema = VespaEventSchema.extend({
 
 export const VespaChatAttachmentSearchSchema = VespaChatAttachmentSchema.extend(
   {
-    sddocname: z.literal("chatAttachment"),
+    sddocname: z.literal(chatAttachmentSchema),
   },
 )
   .merge(defaultVespaFieldsSchema)
   .extend({
-    chunks_summary: z.array(z.string()).optional(),
+    chunks_summary: z.array(z.string()),
   })
 
 export const VespaMailGetSchema = VespaMailSchema.merge(
@@ -431,7 +431,9 @@ export type VespaSearchResponse = z.infer<typeof VespaSearchResponseSchema>
 
 export type VespaFileGet = z.infer<typeof VespaFileGetSchema>
 export type VespaFileSearch = z.infer<typeof VespaFileSearchSchema>
-export type VespaChatAttachmentSearch = z.infer<typeof VespaChatAttachmentSearchSchema>
+export type VespaChatAttachmentSearch = z.infer<
+  typeof VespaChatAttachmentSearchSchema
+>
 export type VespaMailSearch = z.infer<typeof VespaMailSearchSchema>
 export type VespaEventSearch = z.infer<typeof VespaEventSearchSchema>
 export type VespaFile = z.infer<typeof VespaFileSchema>

From 308c5a1926f14779c10afa3b7f8bde9f6bd4adbf Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Fri, 29 Nov 2024 21:53:54 +0530
Subject: [PATCH 30/36] Fix zValidator for Upload api & add todo

---
 server/api/chat.ts   | 3 +++
 server/api/search.ts | 9 +++++++--
 server/server.ts     | 6 +-----
 3 files changed, 11 insertions(+), 7 deletions(-)

diff --git a/server/api/chat.ts b/server/api/chat.ts
index b977675f..4725f281 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -1501,6 +1501,9 @@ export const MessageApi = async (c: Context) => {
             const allResults = (
               await Promise.all(
                 parsed.rewrittenQueries.map((newQuery: string) =>
+                  // todo for @Saheb
+                  // Should the condition (if chat has attachments) determine
+                  // whether to use searchVespa or searchVespaWithChatAttachment here?
                   searchVespa(
                     newQuery,
                     email,
diff --git a/server/api/search.ts b/server/api/search.ts
index fdce6ade..09e7f367 100644
--- a/server/api/search.ts
+++ b/server/api/search.ts
@@ -88,9 +88,14 @@ export const messageRetrySchema = z.object({
   messageId: z.string().min(1),
 })
 
-// todo fix this
+const uploadFileSchema = z.object({
+  name: z.string(),
+  size: z.number(),
+  type: z.string(),
+})
+
 export const fileUploadSchema = z.object({
-  // files: z.array(z.instanceof(Blob)).min(1),
+  files: uploadFileSchema.or(z.array(uploadFileSchema)),
 })
 
 export const AutocompleteApi = async (c: Context) => {
diff --git a/server/server.ts b/server/server.ts
index cc8954b7..f8d1b964 100644
--- a/server/server.ts
+++ b/server/server.ts
@@ -161,11 +161,7 @@ export const AppRoutes = app
     zValidator("query", messageRetrySchema),
     MessageRetryApi,
   )
-  .post(
-    "/chat/upload",
-    zValidator("json", fileUploadSchema),
-    UploadFilesApi,
-  )
+  .post("/chat/upload", zValidator("form", fileUploadSchema), UploadFilesApi)
   .get("/search", zValidator("query", searchSchema), SearchApi)
   .get("/me", GetUserWorkspaceInfo)
   .get("/proxy/:url", ProxyUrl)

From e94012ebf6e48c45c3b6fde87ddbc5c3af37553c Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Mon, 2 Dec 2024 14:01:45 +0530
Subject: [PATCH 31/36] Change Models & Remove unnecessary code

---
 frontend/bun.lockb                          | Bin 238799 -> 238799 bytes
 frontend/src/routes/_authenticated/chat.tsx |   9 +++++++--
 server/ai/provider/bedrock.ts               |   4 +---
 server/api/chat.ts                          |  12 ++----------
 server/bun.lockb                            | Bin 203933 -> 206723 bytes
 5 files changed, 10 insertions(+), 15 deletions(-)

diff --git a/frontend/bun.lockb b/frontend/bun.lockb
index b9bb2489b0860f50cc7af4f3b3dd808018f86056..247ce3caf5568bef8e55cb9ac36f182aaae8dcec 100755
GIT binary patch
delta 31
ncmX?qlJERUzJ?aYEle}x*%{*u^$hh4+84w#ZC?=2tnUf{#Wo8G

delta 35
pcmX?qlJERUzJ?aYEle}x*_aqWVEV)jOrq^u;+eK@iD#B}1pwy*3%~#X

diff --git a/frontend/src/routes/_authenticated/chat.tsx b/frontend/src/routes/_authenticated/chat.tsx
index 7de0a489..d85cf86e 100644
--- a/frontend/src/routes/_authenticated/chat.tsx
+++ b/frontend/src/routes/_authenticated/chat.tsx
@@ -10,7 +10,12 @@ import {
 } from "@tanstack/react-router"
 import { Bookmark, Copy, Ellipsis, Eye, EyeOff, File } from "lucide-react"
 import { useEffect, useRef, useState } from "react"
-import { ChatSSEvents, SelectPublicMessage, Citation, AttachmentMetadata } from "shared/types"
+import {
+  ChatSSEvents,
+  SelectPublicMessage,
+  Citation,
+  AttachmentMetadata,
+} from "shared/types"
 import AssistantLogo from "@/assets/assistant-logo.svg"
 import Retry from "@/assets/retry.svg"
 import { PublicUser, PublicWorkspace } from "shared/types"
@@ -176,7 +181,7 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
     if (chatId) {
       url.searchParams.append("chatId", chatId)
     }
-    url.searchParams.append("modelId", "meta-llama/Llama-3.2-90b-chat-hf")
+    url.searchParams.append("modelId", "gpt-4o-mini")
     url.searchParams.append("message", encodeURIComponent(messageToSend))
     url.searchParams.append(
       "attachments",
diff --git a/server/ai/provider/bedrock.ts b/server/ai/provider/bedrock.ts
index 7a12a0be..82305bdb 100644
--- a/server/ai/provider/bedrock.ts
+++ b/server/ai/provider/bedrock.ts
@@ -32,8 +32,7 @@ export enum Models {
   Llama_3_1_405B = "meta.llama3-1-405b-instruct-v1:0",
   // Bedrock_Claude = "",
   Gpt_4o = "gpt-4o",
-  // Gpt_4o_mini = "gpt-4o-mini",
-  Gpt_4o_mini = "meta-llama/Llama-3-8b-chat-hf",
+  Gpt_4o_mini = "gpt-4o-mini",
   Gpt_4 = "gpt-4",
 
   CohereCmdRPlus = "cohere.command-r-plus-v1:0",
@@ -562,7 +561,6 @@ const bedrockProvider = new Provider(BedrockClient, AIProviders.AwsBedrock)
 
 const openAIClient = new OpenAI({
   apiKey: OpenAIKey,
-  baseURL: "https://api.together.xyz/v1",
 })
 
 const openaiProvider = new Provider(openAIClient, AIProviders.OpenAI)
diff --git a/server/api/chat.ts b/server/api/chat.ts
index 4725f281..205ffbe0 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -121,8 +121,8 @@ enum RagPipelineStages {
   DefaultRetrieval = "DefaultRetrieval",
 }
 
-const defaultFastModel = Models.Gpt_4o_mini
-const defaultBestModel = Models.Gpt_4o_mini
+const defaultFastModel = Models.Claude_3_5_Haiku
+const defaultBestModel = Models.Claude_3_5_SonnetV2
 
 // const ragPipeline = [
 //   { stage: RagPipelineStages.NewChatTitle, modelId: defaultFastModel},
@@ -1354,14 +1354,6 @@ export const MessageApi = async (c: Context) => {
       )
     }
 
-    if (results) {
-      console.log("results")
-      console.log(results)
-      console.log(results.root.children)
-      console.log("results")
-      Logger.info(`Vespa search results are here...`)
-    }
-
     const initialContext = cleanContext(
       results?.root?.children
         ?.map(
diff --git a/server/bun.lockb b/server/bun.lockb
index 3902767f75c40983f2a4ce314010b50d9f950701..e3d5309d059779c8cd1fb26cd0b2ad20753e5083 100755
GIT binary patch
delta 34688
zcmeHw34Bdg*Y`O`E;;5oiG&DA5E7Yh<}2nYW;G8N5s^^_1d+s0)a+oJiJ>U1hN^}d
zVkl}JYo4nVMN5gP-+!I6Pi`oE`n=EgzTfZtem%de``>Hrwbx#I?ct0$XK`-HvByfz
z@Tl|j&0d#hRrl_Bw)pom^TvO1@YJcLj~CQ?y1=RDz+Z<5p$mU=Eh5nN^UN-e((YR`
zhu3buO%#OUf{-~dIdW)Zd`j|aNf63_{}S>Nz^5ot0eBBcdb6wqp(OAE_;SEQK++#=
z5QNge<1-)EDwkVS5M(g%5S9gwQ0j<|b_Q!fC<X2-6tMv&C&osncniV`#Vk5z%z%_C
zngFD-=|HM5h4ZW75XmRQE2?l9up%%qIzEBgv>aZM^(-JcI2AvYfHA<zz`j6g&>&uZ
zF>iQclzYE~<m3$DJlrS49{8b(5~IkhAnX87h7+R_&B@7vfC4FLiIK_c&@zg^@RZ2-
z0nl3lp7dq_DH3BiLO(h_B|z8&JLCZP#Ds)cVJUcOz)>idK+`j0Q->$S!_aKr(odC{
zl1;`$aMYee_t@yT=oDcO%8;3aBr|y@%tIq7PFFZi0g`?K8cpU007*X`a@3fa1SGyU
zkn;NvGRMZij?TA(oZN2=gq@7cAS9@Q+ICvT2%zdfd}K;=T%?fC<q3(A@#bhjI8jB@
zx3Sl-7qC3arzH9Mlf!$FPjPDLpgG_Uq&RMZoNyJ89GF^_>d6o?;}CS(W^;w6)wB+p
z2PDVh;D!5ue!?X1)WV*QngMfiT73VQ=#)t)M-Er3u0`fuJ|Q;N9EV_5ankZr5pf!c
zXp11!14TnXAx(~q9T1rm8JTEKLNYS#SPjjA*hq7K((RzMx3bBYSyPja1*(CB7GW@u
z#+4%wP0k#Ypbgxfuuk#l0Ho%Wb=BgKni@^RN{9hZwGZK8s8~zmGk|0_2}tD!nUfQS
z#Uo%9Yij~GAhp{GNEJszk+3hvwRN<1R&x^sTgVxB>ZquMM784Lkkbe;@pud#rg<=U
zn3?<%*4EX^J0nI2ab{FXLQG^lgi+?<(FxG)=dM-Q9!NbqAhKU-6bkAc`cRo^a4h#N
zN>KYQdT8!CD|rT+@Ijs$M^nu`I$5yw()i>Qb4qG*WO8@pQ|sFRwZ2g&q0o@?j*4AT
zN4W^MlB|RmttH>Dui3b%3@PfEaT6ScBLF%S_v#p(#M^LmgPdxJi%c1mFd$hd4W3%@
z4CScC)cC~c#7IFn1->l!{s{>&(ct&<{I7sCjLIQ=)D21IVOVJfq&Wtv^<`v!h6EYv
zmzEMqkzI`f)RE@?{UZ}ol7(eKnq$7)Kpl?#6Oz=9xDlf1J3vn5bO)@#Q$y;9Y5l2B
zOnt(|r6P#^D-4RP0tHO&%v~l8!<Fn}Hi28fQSpdytz9`la?`JYhO0O~aA1nZU^ucC
z`V^<y%Hv{=86{zpxZgqr0SiOs#>Uzp$_7&O6d>hK1X5JYgNLH&g5cX!i&k|Y4Z4Bm
z<P`VRr08<s%YeTLdlcnm%>)7SJhOart$dm}E|$uhllrGb_ZO7u)^f%h<WZTEEd>FK
zPv)>zT7cpr;|5aXUV*0;_5za4l;qgxevr2TPvsf{sl^*nzB*6=Is%7td)<NLgAs^H
zo@oOly=N^{%*Z^41Qpl@#447#gkvU<3Jw6$63`MzGv^_9cveTv;Upj#><A<~0bE`M
zNade(&?^1`NP1g1&I3Bqk~tCys<=1D20$w445W&S1F7OCf)?%DU9||^0#6Y+1EfeK
zx+g`ZB&7-3FM6=M7MVo%A*qq6k-`!1GW5#!&~O*{QW+4O?4}8lBjbifCJDlEuHX&B
zC6K=#`Gnhn#erXO{k2@4#~mx#TeI_WfVM`R>ZJ`MeN3N(oW}lsAlVxjYffp8vcgj+
zl4rMgflnc$v0yhylUKk@rHXSoKP(|>z_289;s)>}|CGzi5U;E%UNa-XtX172L31Ss
zNQW^`;<b_6Gf^Ay&YU*@$+aKiG<nVt&4U^U2bF6Ido=szLr%-@uNcSFCpS>8JTNy|
z5S)RBz(YSHb2Ac^A=n0k)QRm<`7i|9fuD<f8ZD2IPli_j$#7R7HN8AHd~BFj(PW-K
z5;L$m@}uAYIToCz*-wE!_Enkv5{4y5CZSimKtQ9)2&4kZ+<+121imVeT2K;5bNw_7
z(x_WAN*k{3XfZiDHeJg%Aip&Dli+F8eJH}~pjU@R)h9?$MWcZwfh~dL(194Oq6*-t
z1wFu*B1DC>n0%6@4d>*Pr1(@g=LS7$z-{PJ#Ik|dDP~RpQUeBY`7?|@s;|>{K^RyE
ziRQ?t0Q3Y>XnmkSp{~pehEC8zT@6TveNm7qN}s6d4+c{CvXE2XJ{qUx9|KZF8^$Sa
zrK)A<(@LFA5Qhrd=>BMm*1jXal91a?)dKf5mv046L&t8KrXQKyFEu)LfY5Y?R?ZVh
zBd7{TD~`WR*W~AcXii4vJ|rk`IUE;roWwDeqnTp_$3Tv*Kx$_NjsnLAaE#;^f#m2x
zj$1gcQV|PSL$rt-@CKFz{uf*FUuy^rwf{RU!I)-ROKYPGX<bPT*4Cd<OEi4<U=+ho
z2rCW6D@(Ppy$49McO8(1+#DeF;V2+Yrbr--`3RnGT)OF#GXBLIL=I|qxcO(vCp_*w
z*)T8m!CCjKw!dCFD~_{2JHoR|ns2?1#Vh!=sBn4Ut@~T6?5h6yM6Vw%BrIwyrp<08
z4{0=K->^-)?5;_h);P42#C=MBHIpn#g5ZUUiYr;(M$ubIb2N#Am0bLOt>inJ48I`1
znX=t6SoBlUs+%NhD`ji-F!3WLzq(0YVkHO-P*_w8Us2MWOk!;%7r#@KeEeQi0&AEg
zyQ0d78eww#qBtIaauG$WVHC$J`87=PZpi#q1L2T8SJG;lWba~v&|K9ck0vYmHBI6f
zCD7R<mA6(#IETp%tu;fU67Fo2hk|RU`QT_2zfl5ROmb=LBd97XCEUd*HdJz5RF7Ot
zhP{-dY_A?HKSzqHHjwYK2YRs$I7tb23$Owcq=Y&LBL;!BOyaLfS}l|8UP2Ji&4?8I
zmluG;K@6&(;@7~n16NGtJTZ$s!O2P%9NYko97MaFjPhe}6f!||%}WWaV-m+IX?0BU
z4_Mp6RK4&zMyXP1<wcz^xd#SK2!x`NSKTNwCC$ww-+_#(wkCt3QOS2RiAhReU6Xve
zj2?^d&H>h#VH5;W5#5Y(OK<_;&_EZX;ahMml~9*pxhR%&Z^#iU_!<CC3ubssfHj!L
zssU=^4$etx6D7=Zt>Z*zqagrXnDTmHh&2}%QL>zjhV|guDd|qZ;wvT1!z2e`k?@AW
zA_`h4$ASw|&7*0C9B^SQFIn_a9#yjzA1Z0}O|lafi+WH&oo+@kLdl10Dr8i1Q8k=L
z!BNoE_{b%(%z1!QBO@;dN3koWYTn_TR?fMy)(yqfaEt}lP7TK?q)aG->40#Q#}uSU
z3rZHE-&INTHW}tZ)=qit6fECHikf3k2ZSxAaXWC5TH7FS6gxFq;(8_5$0Xl}jQr6?
zoIj>HX`nPhH69!yh;g|GDQcfOlnlkNax_+6*9;b0DS>__!$t5R6jIp<%ZJ5U0=U*F
zg+T_tw}JBnCn#b~qj*nA^EZjTm0W+5yx9RAj~s2r{-FdKO>ztDY{?T00d&hea9Tt$
zCFQf=cn^3RC8?Sc6c8r2t)}&yI`+loN^XEjysG2}n54>%N>E^!JlIjQsMaEX0gi?q
zqUdZCZ!7tMCecj^3^Iu^N*aDwDY^KC9KWtgV6aJ!!d{bRBWC!R03{catB}yNk!diC
zy_CQZlQ>sN3o*&(YiMzRbq`FNn#zliFu4g1;HeQ92(<#N!BG8L`%ZCAn~o)%^(f}G
z3$O-5fj}3c>5~gMT8EA)xnU-Q?1JMZB{U@1&=)CBCA3zsJOe43GwAA?M)@Q-s(Fgq
z5l*gJxYc1M4+BTtf<~Z|R)eD^VMYcT<)6U0gDa|p*ENdOmHY-KajFs+ZW2!_Y2hZ>
z54#$g&Co{KXmC^~hP{hXUI$L=GIY0m7o0Y)z!_@d04IostD%>g+FmbM{uU`MycpK9
zzndU*Rc(>wY2aueX<c^#9C?g2#Mvknud4(#4imd8X^l<tfx6mU(-y$rIj4>HFeR`F
zW-10wPra~w7aTP}osD8uB_A3wXfe5pfTQYF;Am_@0}EC@IGSBnN?x$>?Ug{Ti%Cvn
zzZk8Gf2C=Nf~K$X+BL))35vEh{cnTQB1TJ_XMKHeA(~>MlHc4UC!^U~%PGPukmM1@
z5WcSDwlK*xy)+pn8Agj491SwHDTevr8q<OzURH8jn#5{KeoK?w7VRM)FsxBxIykb4
zkog<sBjBjKwvfHG@W}=r-4`*`DEooq<=}e;IL#)7a3?s;i!4m#XS|%+DRM1Dp8_f<
zdDv}qQ*t9r@+8Q3yD)P0gVRP1MuI`~!$PFC!Kmc6F^SPiejAgV4XM^;6uFDws3RmL
zubxq?qvW<V$^Ef<k%qR1TdV}OGs!m~qeV>{ueL^g5u)+h51iJ5yfCA@92^Z3b^IC5
zf@`k4ZV+s!hGwB7LxSZFNbwe9DVU`Mb})(8l(Y^exlW+odTOCr$?sq?d<|IxWjpqC
zzavHMFQU$w+HkR<<`I_m!AgEdll&QE)EanR%P8LlN3p@ef<@F_$?aqkH!As^O!7l0
zQCSR4l=V{5I%B-xXrBCrw!cwat>kw$iQ!7%M<#h1j37*;?P!$ufNKX1%THUQ?1+60
z^_O~}V(0>{gF-X(3{o8-FHQSVxf7b(2Ano0mxH4+7<WyL@&(SR3%^u8Tp7_dOzst~
z9YP`8!A5brlHb)NzlIFDe1L|+{{~8Wc(5TIDPJYMPOu>dsm99oh+y%l64>1&8yg7%
z;!okIYcz}k=dbReHX=n1s6$=+Sqbc6l06y=LU+ipP{85uz)>UBBQ!(hCg^VJM7b|g
z$l_Wn!STU|?z*Am_B6@Onid>~VK~nLr`e&w_9Hl|7fr>msoG52H{(zP!=S&C-^(QL
zfUFZVimH3>s?9a~SfOC62RO`P@*0z9GB|CR<@p#5J1I}y|CeeZ2<S-)wTDrDfaR#O
z&WYoc{5~e}dnK^1$zZ@5iDk7xuxL_p!DoW^Ru6SHDuHH`;W79?CDa@&yF~~>AKivL
z30$uN?l!mr`*JY)xQCu+m<ujaN$($GjfBNO_qK((TyPe1l@Y6Mx&b-iE$#rg0^@Sc
z_JYu*Kyw5*8f{vmkAUMLKv#Z_4DKR03DM=gfHQ;RwS(IM&Z1cXNnRfgZ{op4Dxpy!
z)<{?kcz>jGqDO!=7>l)E!11=gb~89@;g*3bur0p?$J+wU4qXe{0&W#JjC*uC?dg64
z7p%4u2RfpM5*Td~<CHY~UQ}}Ni=9%mNp6R6jHypExvNqB1e`y(qDo#g4u^Oij$pA@
zu!9q%sm;rd;4p(Qm&IWLN?MFbz6}WtGVJ}ao>b{saQ=Yd*cluRX6?Lds*)CKG8~31
zL>-3K2n1P1tqlW+p?P9ZPZ=_mv^bNTH9&V#M8h^m3Ic`_T+V9}U^Nhju*&w}V6mN&
z7H^WrgU5``EJ+hZJ^)TLmS+mEj?(4?EW;&#a8#*wh(R~XXm5=9Qo~qkD>&+00h_gw
zQ?0J@Xs&EMNN<0*Z$McvSQj&`pizu#)uLnhQb&<PVJ`w{1z1DbYSywGtpz{}UN|@^
zjkPAxD5rzdJfWa(;d#6h!C|^m_f$7Z!Go2c#4tH#uy)j<7MHdRR<=S|EJ5oKtPof|
z%-}EwuzC=8030o;DkoJ=RJINYlT#D1{^~+`KRB#7yg;cTnoHWbOEYj>Gu&u64DKT(
zeOQQfQX#AI1aK5VEbfhs(upKxYjT+6l&ri+Mpen$N{F3NJ)?XX9D;<Zh-;FfTOm#X
zhsA`3u$xi3nxX`yh8f~hacHH4rUuL3Bc*vFdKx8%p~{QYFnQrnt!A_i{rV#~t>t9T
zZy20a>w;H?$>4CH0@sni1m-S;4li6}D!9ICURJnKdN5phF)U2(lBOLtsu47702ise
zhC>xcXuCU%q7b9p0$g{kD5Aas95>``G!z*r2<@qip%YU5l-I+8<*$*lxKVtR-h=Sm
z&>CD%(lQ)EYM`p`m995GyoXVq4X$9ONH@}z5hKH7$I;r*Qm2pH102m#by&-b!BJ>%
z{1O{r4Ti=9Jjdh?&JYB2pcWA6^9<$1s4%H)rV^AMCN<AgMx=)sR%BwuQqt3d4MLV6
zv{lka1{>NU6|B6@Fd1l&YWwwvkTq4({exw{G5T%?hq#7laAswDVzA+Rr244k>x>nI
z1T{4esm^NZ0a99S>v4k6UoDY7UJ#Pi+($^^3Jt6nKc;{pB~L_(#;(@pqu{8ODkpWF
zpuETmlQ&GzdPWr*<cYc~bC7DU8orH`X4riaZkMXExkza)KSQd&D(n6U$*A$$kZP+s
zP<*m>>>#TrH{sxD5yj~k#^W$>LEx~s;Zj5nxQ29wEB!WE88JRgikqTr9Ums2pQ0VF
z;IJveDA$>)AJNe49RjWeEZ|50Yrx^D%GQs=WanvG=c~t<Qrt9U#Dp+IuNmY~=;RQ(
zC>o)pPY5>T7o?ib)MZLR>Kan5RK2>hP>GsKDM)QENEKDI+z>0C2sX?sNL?>Txy{y%
zBqP;KHMg}OCC<@h%?nb~k!qsqoi0e(&DCYS^^~+?t`amgOuh{PjWjGB?E`RuXzSE4
zLl#p<<IE5%BqEgUQ-cjv=jo}z1*t6sDXaO^XwqwoR0}mVuOM~3Amz3|%MG#OiD1LG
z1u4Tqy=a?)6hjI_2!^i|q+Ay1ve<&uCZw9Edd~||p^J6dn1a-PJtdc1qAfG%?IA`f
ze2MZx36sVzQG#ZNNx4gu5wpXz>k85<WX%pUyj+SS2<7!`EH=w%UQuc-Qf<}LbEI0S
zsYcoAqJ-SpNJXf!>qu#Op3AwOG-0_C#DX$B1obQ!zwbv0a!)n)Z7dC07?%@@AQR^c
zqXDwUJiiIgFN9d5u#tc&YDNsU!bpZOKGcnn^srM>D{Q4o(IU=cH>2ib5mdK-javP*
zYJRYQ6>>W8{K8lQvR)u^us6^Dcd!V`nCo!^{kQ?bVxVZw6H*0(K?Wsmjg1{;B+?JI
zw@~Rd-;r+W)1t3#gp%_48b`H}so*GgsG6stj5KAEJQGA)CWu_alC5s<L+XR^JpXTC
zhFSsEaJ6%=D61PGRXj;!RkTJL>zAsBB}hdqBI;Hc$pI`4>h?Y)yI34l`}6764sBQk
zRD+nvLJ?*A0vqMhg0jl31+_CseFccN_n`suH6YSk3!>`RfoLm?G*mXIQVokBy%9v^
zHgP#2$-m}2Fhe!?4Hpzfs%R^yC}<amwq5G4hGaMoL>2Gjazb+Wdl2Ox0@3ziETI)R
z4yB?>sYNzwJkEn7KQECKbOS{0+yasOClHyx1EP(P@_z<V^$$U`5t95di1dF2(MCx8
zZycWhX#;ALk_1%ncMvH)1JOq42&zoNcaZdLx%_=dapKRV2=v?vZG@C`<Gh>5$BRWk
zb8qT;8)eaY>-UiwFHc^)Fp@joT>f{EW_}>o|0^VwApDdBHWd*sYFA4LD5Dkqd;rOz
z2%b+!d|RMBa4_d%c|IZK$8(;rIQZc}5~bmX=4+PN2)}B=g5=P6C{T;0@B&k*6t==h
z6-<Y`h;sRJ8>QqIwu-|S)<kMd=kOARku1;W^1?`#7D7%)4^fg{HrM+rq_Mn`m-`e*
zMetCk8$eB{f;C*>Ga&8xz5!AN-vUMD^QGDnyOTIbcX7-k2HXDtW~go*LxtqlDPHma
z1X5L}#g5cYN@yK$7Kl|vxX$^Tq=l_8Qb+v=Ic44E`Gv8V;-2lO4ufBK?)z{oN)Lgl
zD!|D=vN{z%v;@rp(g<BZ!oP_$V6(YCFhe!;DHr@5B-J%spOAcC3v>sb1ya^Iju(KG
ze-TKI-sJo(pt{CN_!SlRoLU)>2v6}t?RvqpUjwQ58zBDFGE}SxerOmJ1Cm_kSOQ4x
zD-Wb4-ImL%aJdr@e}XfY(_`6GzIG8F2X_d_0dF8x?8Es0AZ>&s59AmGq+^UmK>P_!
z@k0ii1IfYGT;7&r2QL4J^WA`?-=he22}ldQxu7q{en6_QKj$NX_!9=<ht{ejAhmQj
zkXoJrq>9G^X?#utQsCzT$qob3Mo4-KfmA+QFSrT<(pke5)&pr3{su^jJAk!;w>g%E
z6(ognKyttqNEO*}tO6tlY5=KxZJ;Z#4d*)nOM%ZYBS9^S0a6zv0_y@70%;?pP%Y+s
zVI)yD&tCx~2Uc=DLMrzu$2D9|SQ+vi8lRyj{vV;Kz>|N=0czPUw7^CQ{j`<R?$ZEH
zR_eNP4mqT80Z1{q$ng@8HbUy0Tb%z-k!*Tsq#fcALt9}ahyEK+xYYWZ&><F8)J$dH
zMv6ppE+-_tmLQV10?|fD{J(#~MWr#kwf3u*t2BZ7tML@=4xBHHG-3ba6E4^w$6fmI
z3J7UpMsuE!6b6I-IpI=+LML7{2;O(1MG7RRko|MQrN!Y81qIuO5hIz_@PAIY)HwZf
z!li~m_~(S{pA#-xN3s3Yi5sc>bHb&DNuU!l+BN-i!lmtc{yE|L=Y)%&vHe@;Ni>_@
zF8BY*3D=u4Z?q+K)4I*O6B<<iKKu*ieB08-DTZebiQ<ipE8F*NGH}69U!8R`cb&bf
z>FxN#2dj@;bLdCk=dOL&4s)%Jb`>%&JxX*O+`GfI!L1zF=Psgc#`CEuwMG^9AG0{+
zQq=L9(b<cyL@fO5JD=8<w>Pa3Ipku(l91{1eo$VGeg3TbcgIdVPd=KH{KdJW(kHpT
z)xStOY(rOeMM3kd8DH?J1FW{MzEF8xh}ZmbpS!&LvU8`QQ!lK3Hg#g|#cLn0-01Mo
zw1nNd@N{CoOuHJZyZn60WnuOuzw*u-mU#uw+gE-}^3mC^qFFCjxVJO)mzQ<FGz?$A
zdZled-t+c3Z}yGp^4W;57ykMnyz?hL{2k8L%I=qR<GXQ1j3=7id;a>(l!fV6<~|ve
zIIB-syWRMoc#C^23cEMvX|i*-wg-1F`tfYU&6>ANhl5KUd0F(-(}RciF21?&#?M=B
z%sHR*;(=Y0z`0%a?dTA-qi4OAS>GIfF>Hh4)YixK@^x0KmT1dLH4$4y=ohKgcAGDs
zF6S|@tMg~gexBO)^2y6BZ9BBgj5^<H?04J7UbwMf-=}^1eLJMnog&lk+oZ&7v`OkR
zQn1~3ro-UYeeZ{*Y;CiRZHL{~k0<SkUj5RTW?DD%r`B`gkJOu7F5u2UzkyYc3d5KA
z1pPXpY^UN$qrVAQ*5~k0_X?N3n|dh1XLEYZMvjY{wEEQJFkO1odnJOIUBoVIcx|y1
z+vg&-65FzJt`O9&13{`Q1npTK3C@wgr4|Go*^pWgOmu_b3<)|jr`iw%)P-PtZ3w!s
z6C}7p0>3&CbYod{AedJVf*(oHgL%0@(A*t@Ic^a2V%JIVoCHnkLePiJtP8;!4+x%;
zz|6wyLD0261gq*n(4Rdffwd<Do!udbWZCWzd_w|*2Lw^9y$1w?ydc<2f@mhzhrrew
zg2?(1#IPI^93Vj@PYB|e*%N}{J`n69K>{o11wn0J2vWTu7{c;MaE=5n-Vh|SA>I&7
z^n>6G2~wGp4+H`J5RCVMU>G|=f;%Me^MxRdW%)ud&j`VfBpAuO{2*u^0KptT2-4Yg
z5<DkC6MqOY*i3&2)&xTElmuBU+z3I}AP80&AsEXZlfXI{g3bXDjAz*a5PU-dLm&hb
zSo=T-28BSdnFN!V7zBZBC<Ku~5KLw{Bsf5VO87?xaVj$hLohrHf_)^I&dP;AP}>AS
zY6t`~Ssn?_k-#Ms0)-6;g<xU>2+ojT4s!~FARruq@nH}!c7g<VNZ@CJU_Q$-K`^f&
z1V55sA@gbgLGwls%xM6@Vs@Pb&q>fE9D=26W;g_E8bk1u1lcUSAp~8UK(MMI1S{BM
z2*j1FMI*o}mQC;}%O_aP+BXKQVQUH2vTjWPpRpW*bxdvwSkKG^pR-(oFIc%|fDJ5~
z;7gWAki+bn12(cD1e@4Fg0GlU3&3WUM({N|L9m6@X$km-WfA1E^8{O&7v_q%jZGr>
zmR%><&H`HlcCeWQJK0@=T`W8TkjLf|>}HP%_OKRh0DD<B!9JEx@EvR47O<bKB{;yu
zc7TJd8^QN1hu{#C+XD_WGr<v-OK_Bx>i{^$q6v<(Jc1L<t|Q<i8$xi39V9r-oH_x{
zurz|R>;%CNtWIaZIhI9mo}DMSz`Q;JTx637F0tzbmswyJz!f$VAYBy|w@V+1*I0O0
z2(PpG1UJ}Yf}5;GH^42HP4FYjC%DbpcL)5$))L%dVh_Mw)~$y)R(!%P_W=LpmcX9k
zJz07pvK`6d*)20hi3ddbbr82)ixvkJF;u`Vza;$w(<#<BPHc{69IaSvyl8ERZ-kp(
z1sOdlW6Sykv8<JNe#`b`ahOOFC;dN{dk)h6dzKE%Q=?*|2c`{9-VK>%+EVWUk*b-Z
zR<k}0)m+cgt0AQT)hatMQk<x&^c)S9e$#N-UiE}j%4#a_$?2=*EXzch-<IGW1eIB_
zrCpXdp(mB>A{Mu%TTj?R?y&2Z#ReH~{?Im((cL}Dr3>=35l_t_qKo~sZRI+2alfo8
z5d?Z^4V9w{nB}-ky+epJUGK5svhCa+*>~1t8G?TEkS<34z%MxO;s&iDqYM7D(al7v
zgzl?+%w@Z|jBXGtB`>k<;WD~vs^2)<%VpGvCu9WMK2?V6v2>f^5*RA~9mmp0(>*=f
z4ycOie=HZ=6F$gg6oC+=$)E4Jj3V#`L@htWW#y4Bf;4T1xs2|%mr<|BBXI;m3TZ`9
zE{L|{T(J_;7y#;ag3IU@#YiqY$z>GgBoKv{PNeZi|Dr0;<$j7THHc*ND9w2u!HhFp
zNcR!xUI}e<7n2m}?sx?*`+>_GAgc@+b<H_0tBUj;q$#}TffUJVAbRkGB6*SPIU-Gu
z15h+5;`qxDs)KPrio$VO6ADg9>sMW`a9It==!OM(f0fH>B271P$oXrKQB<5kJrPQB
z{&%kDf;8PiBj=xS8QpDqC^Wz?w&z?}3u#g$Bl%ob8|hy`RNw`d4Wi~^>-30~zAM&X
z&994Jh0>i)x^;3HbOm%3bPaSJbOUq~L?fJTQ7r*21uX;7Ev!W>`i7X$doq$!KvO}}
zK+{1pKr=z~swV|B8#D(r7sNpGL0b{>ZJ=*Kr$BV)cOhsIXfbFBXsN`0xgl0*LKA?3
zK)p=8O1((EM!iHGK*NNF553`uo_$CFC4z>4l0ozUMlkDqQ>@vf36ga6E)GPGQN)0r
zAqvkyFF@48B1i(!@V5dL1r-CypyHqsZ2L{orbT%qD}v~;o6Df9plhJ(Aes;>Kr2D3
zK%atEgO-CPfhL2dfTn_`F{fLiW2MnZrh<||y+M6IeOc#QV%^Z5NVWmd%_c99H^>L%
z3-SZ`g91T8pkPoa$OBX#be=tciSpkg<cC0qK}SGGt=Nm}VvP)%K+8epK{RnHf#?NV
z6G2lzbl3EA&=;T$pf5o=piQ97pk<)>px@D5Er21QJ4n+FYP!XH4QYCwXgP2NXeDSB
zXeMMo(`34b#C_0gL^2r}!$E1FQJ|k7`x!*fCfoomfF3>Hu@;mKqK8M8fR=)mf#~6r
zxgZ9b2g(AC0gVNX17(8hf;>PiL3Kndrn_LYG8h|BYY;sZ<OOmDJw@IP&<@bopiQ97
zpwB^TK-r*XAe#AeK;uD~peztf3qwHtK>a}jK#`z<peT?T)Ve)>nuA(^8i2w<4MB}S
ztI!p6518(F)7@_cL^q)wKy({kfzE6YJ+?)=$c4Z~0y}$K^vB^)sh>n+i!BhZ1krOm
z(?H`v6F{GUCWG=&WH)FJXfJ39=y%X9&|1)EppQWl*vy~A3K{W8wgfc=(OqbI2w*AF
z^e_u8{j}86(mn$;6Ep>M2>C}y2ecn_0CW&E5tIP>7CLly<uvFFi1xViV0!_GR@_uj
z2<R0>^bHhfe?j{PTGAWBfnUH+leFdhCKPXhXc=D)tj~#-a9Xh)K`x-3$e#-u2TB3a
z?POZ1X=SFBm=;vs)-vR4cC57<XUhck-5t@@kOSq7EccdJ-;wnDf@skt{0*4-2o+%~
zYbCKVcSR?cyWnZbr&Y@zv;st<mPT+pP+L&MmiBkWM#VE|ATC4UX27PP9!M_+jRVoX
zs}*E4f?I%^gW7=bry|WH1vCppz3?$;I*0}U4Fu|yaUdE1BSADMXh4hw(Xxmclc7!>
znl8gYy+A`j)D<b9K_FUIV?a@$exR<P9-x7sE}&@8N1!Co5Ksar5@ZJT1@#7X0<{Op
zpbi{6s))HmLaLYylR+{@N}WM^A-!N>z9;g@k!~O=M>>Svd0OWSV_|)&N6x@cA5dWf
zdYW3Rrw1V2zYwp>b);~{f~XAX>d~RfDT)+5s+{yG8oE;%l%ViZLA`=#q$zZiHyET>
z@-FI?k(|nqzV389(z*?j7j`O<>q4GUP>8&vNa&vHeMg09WzfARzOW<IReHA!FO-*7
zC_RFwsY|K+D9}hX&HJAWk|13b3c_fP)IC(7aHWMSDLg>QLEU*8jMM<#F`5NrUylyi
zqjQUosRGKNsWApbM)cO{l~O*9X5vXlcXlGuw8l~ys+cOIFjFNox^-LBYRaR5sXH_Y
zX|kI^#tQXEfpIE8hNvG4J3>Ya^M%utw-~etv=Foa#6UAZR2dCWa!?;<D694V#}MkR
zB88ct!ix*#|C<ZT-&{-3|KzpaZ_!BqtHneQq3+;+<Q(;X3aIcv`cGCm-8qV&Wt3~n
z^xQ(SIY`rBSLZ+VA<=vgwPqfO`s<y(daK{{yjjpI9EpEp?WZov_-|S7^(auIs6mCt
z77ad<X#*Ag|2IadIw0RQ)(J-Ru|xX~iU?YyM(N#3^$1b4sB0)+9njSOe{)y)H%GL^
zDQa~z=&uH}nRbs9uB9Ngg;;8rBTYxWdqBHEd7zb`)u2_NPeGr7)_~T6==fk4XeVd~
zXglaz&^FLkHvgq)a#{wnWbOipPN>d-egK^XodKO@`7gyrVV97+0=f)}Ly@b%JD{IH
zw?RLGZh>xsZh)?X8d%|&4BMcwZ0;-3b<3_-qP6ISQ`}7by;73c+tVY!11B|k(5r}?
z(tA(l?*FyZGd0J@!w*idtFJ{n`&&@Jg^SGX70%p9K7G&=3f>;x9$tRJ6IS7k=;L6G
z8f7Rr#JMyZKdRys)q<yom#2R@k@b5cdW#Nh4ixR{KoQqjGN-#{kD9ck{Z_3iA9&%*
zZjyot3KgKx=X~0m-LA80Lm|+^%NGhAnAaboo!FDL`a|@=rT7ejRJQ34G0T1;O5s{U
zX270I=jJa@&sWWQc^EMZ=d_i4#Km*QN<Q|~Q{<)N@%96KhV`xtEiX?Gs{G42CnP&@
z+njq+6t3-d6rrrYwpjjS=F+|?*F`9Mdw7z`be1hbdji`=FoT^DQECONZvgid>ms4P
zLu|4n+1cywSl$@*^_G5dbw5*WP+Nq1Y$qw`FK2H1`H5i<ez5a{f{%xnhZl|>*-I<f
zi)S0~RxRdQL~3KNzoB{C$=m(bB!4x5+*iF9j<e}Spq$J8C@)oJJBvtF#S!c>M3TXp
zJuf0<a)-o0OtC`S^j9zY{L*P)(Z(?pE+g6ozb3QmRIOIKeP6_sdh6Kq)lW_z-*MmK
zp4MDH{Y}t0E1WuR@wL08x`Z&{z!l|aOns;dd;PV}<Cb1`Ewgh(R}@8LJbZBW#&Rf>
zQ`sQ`EmGog_6Ko1?<n&rigxI4d>#_Ix#Zo%Sz)jdfbgMu50+IF>Py)|=;6}(v7%B0
zE{azz2H_!QEG9+Rk14BNe%(9q^wI85j@wD%XzE}Tp23zv&t88Y^p9<RS$lHHbzGAe
z4ci{R_)jKws+g38n*p7zVSNvqL=eQbTcZ?z?Q-VI&MQBgf2ezZ_~h*o=z(hn?bu@|
zh`m_}8G8C_oTU+^zW$^}*;MHHYt^SS6DjELfqoq;ewkRK@dYRtG3nsnJa!QZxCTCz
z^z`>b-yhJu^W~6TjiJX!bpp#HJyqQY^_D3Pt~RSv9Nvy#y}<eD?|vRXWm~m`oj*-R
zVL#0a{k?WG>vx~(x;ZpZ5;JkpjHb_QwvG&GLlZYft`fJ2O|1#o%U)x=;>!Qy8W^^o
z4WufPjXmpELTZg$bQ?;bM*VHkNiB1KsdvtOog`9F(JDcIy=}KO_x3l=K0Hhk!*KbH
zru9_zx&(Zl#JozvcvIG@q{?LwH;>IHt|vPJ&c0f8t%RHq^4-tv7i>eH`FnU#_^UCo
z6edI!C+1K}vbEP=;w+Y3G`ZIL{4QuX)+-u2!K^J5#l|eIG@t_;TME<r7`sQpv1}U&
zXR>Sn3n(r5>UwYG=z4{Pm6@Ro<|Qv0Qbwxc@ZPmfjYU~kmQ)5YGqIgz(6|`(8^B(F
zadfH5&$~aGaxI;D8nMIWr@kz_Ec}XQ*UJHtSbBLt2AggXN)>CfdgUZr(TQCqsT+G%
zR`My3GL}O{Gy?@vZfGt09A@qH*GZpo*mbGnS9@2g)qBx=cyBT0QC_NIufLmmdFgq%
zsZ+N#;67tI@G7-B?Ddym-`^0LU2$_~TKBOI(sJ;YYwQ+`Y73nm?z`DlKy<!k5f#uy
z$63{iXo534RsqiH@3xM&sUMR6%~OAEn0aAk<$5Ya+3T;iUOAvo`tsHZ9Z@eWh0yEA
zmXbYnC|733Dx&iqvIiBVh4%W3t{YCjotn73*friJjA3WCqLSp}r@sh#TwCk-kg@Z-
zQ|0QaE|lZ@zk1)Fx&Qg`3QZ`-TV3_OVkIi0y8X<hGTL;Cb*qduN`J-mS8HyJC}aHM
ziDiwt&+<s`8G8zlig>cpRV7=gv?pt9BYBICEW9cP=nNYK%Z;tGf#CqQ&jtk=vc*-v
z9cM!vpis{iUDO7S(=1y!s-EG;J<qPI-ulyu)t#Abv2G4x8*DNB^f!3->$W=U%iGff
zBvIRW(t`Bb7BT-TZ@uiKg}5bm#155fzOyP-usU$hS(_@DOPbr7k6EHxyASS<ceF?C
z`dht6J~<nhu`Ut&3r}q|6sogqQuwRd5i7gGL17^ds7?)n4?@1mL5k8nvFES%&OEpw
zZ0mqdA=RlOUk`5#bJe|tx+3g7tBTIn-vXXrs>bF@4VFEU#3i^GOaay3Z(kqxw0j>i
zYrTgt?JF!}eX2=572Z7>DvQy(s+#nJ7|YTf5m5bIqa*J}9hq4EUX6;P8`eqMMzb6!
zU`0GcdUJ5qxfCi)jsD_PvnEY{wdi5D2?f6|p->tMzYcCQtNMhSyDSPjc+TUe^*;O9
zDm%ZT7#50S9BhYKM0MD{2!*mJI<!+ggUiwJ(?~%(ZoJ2`pdh|x3rVkBi1sGk%sxG*
z7h7@Mh4e6su(`5hQ1A=p3d^6zds-c+5@+$D9ddBnDbo<uGUjTDy4R^FCO)=7tf~`i
zXF|aa3ZLxEEqn3O&G8n6`K&z@aLYHw3DZS?ll#JN>uw24%L&pZJ=RCzCOhRM`8en=
zHQzMu$=P*o`Hp;*p$QPiYSfUtr7B_UqZ-mcu|C^g1Jgy@k=cKEXUKPWd@soNiF^;K
z?Gx?)ykEmX9*&-In!xgEqLM9arn6MZKs%pZtc)`nT)TnRq1Ep{s5IH-p^NIL53TfS
zk&3K~v*c*+2Q3<BPSwtL+qmp{D`?RX3=FFleZ+9K&lw~1!+H_nTIUALd3DaG+V}Rn
z9t;3K=I#PVRzZQP7`yI=fiY{w)KwL{Y0b~UlRt>OrpJMO;UZP>)87nlYE<lM&#z{9
zsb#2fg3?$UhE;>d#8>>|6FTOhg%LT~%*$1(Y=u*fjV!|zc2$8Lo{ji3CzWf;7Pw-S
ztIm!<)n0$|d=LBmUk~?t^E0ec7_fdVV`42SLMq>!wW}o!wAbI#-nj3BTGL;Q!C4AU
z5vX?I4LeZ_m9}K}0QUOZ-RC9zc>LM;&U>t&7pUrGGRN8&%KGcz*YCZN7G8XNJ&S_=
z!g$Y($x}}JbTh}2bB@JPQT~eg%r*_&FILY;oMutbUqU~}(KqIev6r<a$H=y!sJ;Hy
z`uRcSzq9E%d6Y$AID1I8_1E0jzEh#hohG)wS`_pb;rrx_9dIW$;gBWgBnz#BmN#Ud
z*9Ej;Lx{uERNyM;uic+edi%JSJLg=H@OaafI+Bz4ik+_`McL~wp-)fVAMj?-n@40-
zi>EW|;RcTzbkJVw-G5U0u0|s|ytF9vX49eIr@!X@^UIeW?Wh%!Y*EnOgpc<}pFi2R
z>YVJ4Eje4*WwNcmI^VuT<5g}e!>(8qp0RT9UaHcO)vJpmJ^kJL(IcGt)NOTakwvj1
z>jOnU{bl__9@Jkn;&(T-&$MRfuk$~b@M^PhLrNn{(f7s6?>+HqrT#Bsrv7?<|J^$s
zE*5(+h7WuU_t~s|Jw#kP%BV(bLO1Q4t4;mg%k943QxU5Ci2N&-4pn>ojr#}v|H$?j
z5Q%d}973q0b3e-=TPN9}df3^jE0~Ry58nCD#<)w~_WH}nS5JBn>1wXs43_DP3v>Ah
zJLZmvmF>ZPh9VtFc}NTW^p5~_>99z6^YF#@s?&b7yy!3SkG-%ha^stEIJnx^OPkrZ
z*aHu^@RSv+kM&r8`G4`J_mj2-wqTO@hU=YV2~f~{w6k}?4OiMdx!w}bp0w|MrlMF0
zlCqHau*dabuQ@B>iG?zbnLN>9<B?eznVpA6f3`pAp-n|PYxeO&5Ek;BnO)C3m2P+0
ztmWWz$TNpcMN#`bP;f%gBcUJP8Sa`m#-ebG<v{@lR2NClwvYM{O6JQ~OWo%5vCDv-
z7cDBDLVZ@o3qCZ2LU|ZE*mFwj@9NxsY1x}~;yIUIxcd3Yw}+u99jTzN2eMu$YM%my
zN+`Pi<hkr`N<1}?ZPm0eiOqxp&RW-z-bUz^gWm04=WiaZzo`V*!%koiyGlNsfC7bW
zU#$hH`C*qFRRupf(7cMA3dm`7t@G|#yUrJ}<owFqy<xk0U%t1FvZ~Q>Was@A#WIjk
zZGOxQ1+f(yNqS~TY0rD3WVaTJ9QJqC40(8Y3(MICDEN(l0`<j_mLYTV{k^_~0;1&M
z<s-~MP8sBkmV!>+4Y(O>iO^E^nrsi^yZshrgjwxebB0(HZZR((_^^q!0yvz2A$u6A
zTQ#`+D!UEsEqdibSf-C;>wg~_G+J(b_d|-urQ&x~C$Nw86JBxmdN24WXQXj5j-U|h
z0NOW{H?yNCYhTT*xp`{;Peo!D4_ly?#U&^FA376#;YCws53uh6y^5$~ckh)O4!h@8
zg&qwEFHa$XwS|ITCKSlcs=fPHS?w8qRW*d3_YxK&hdMlDQLoez!#<YPqQ02b!k26@
z*}e<~oLpx{^@`md)A354rG?Mf39{|bPaAD<c>1bI^983XiX|bTCVK#B3>>lxuz!Be
z!x^^KGYWqpggN@5Xe%fbC)>j^8_R(uqg1!N>BQ>KM|S8s@=EB;;!xE7Fb@5w2e%*I
z+|+u0(;iw;x?~v5vY~*dOt+EV98^IE2@SiaK3(;u#YVM#Mhamzdq@g@KFC~$B4m0i
ztLZN_!J~!I{@AaaWt07(eg~P<wmB;s?;ae~zgR^afqT)xkMNxBgo0G8KfB<MgSE2#
zS!pBCu0LxC6l=0nBaU}``fE*IX8ir$eZ%%x)o*p-YKt6-R;}er`>rgyHnpM{3JJ|)
z6T56g)pXyCqV?c$gQ1_U`+2LSCwj4R0cdhGs~dooD4O*Nz#ecEN>j_NL(`*X9lS*?
z$AJP3uZiq>02bkyEIklr7jwPx$B&+NEADv(dUTx+p<c^!pdij>hXP@CGy4Oa-(Id>
z_fX$1lS&Uastr(&80q3M`L|)fn%*n>zFdnOoKR5KaTXB-Ll;<7kW?3ET1t@QWd9os
z(IuO0=F|1Ie$ysiGZct5{}nq1b*bV2_H&SWC{;BW>v0_x6AX8K253RK_N3>`P{qHz
zB??X0(qNoxb><5FdOaK?-Z?Z&bwj-p5yc+BLWMKvEb8A!Z@%h!_m9(u%HpDgU5GTv
zUjMF4z?f^k(-t?hk;HAVMKRR&UiSOJ(ly5-9g0mdzR1A2v%3GoU^>Yjhrqc%?|iPJ
z2=%JA$E)Ncyo7*GC=R?f1^(fXUr!Pru=b%+g1!FerT#4i`0a~BmH^z<XBR_Zye=LQ
zA-~t|>z)(8a}cJg8(KnJ5GxZ#(+LW+Ojc_*eqmFgK|_l|Pvp=7;WMS*sN5D+w^?!$
zSuYf|9|r{+C=BrlIJZ6`;wOv3LN=2W-V-!5gxuk=`Bw_8ya}hZS{RHz>hm0LcS1Ox
zej&++&u9L<i+i@}*L7e}|L6pIOT9C|5-Up;S?fxYb;i3fR}VXkbRk{;l#l*}3-tg)
zofY~g=w|%BYT4GRMR2@?DWz`ur^!Zt>bZBg?G?MSI9IIhM_KPqT{XwcQw(I)ajAVU
zbo5UG>0ioFomDS%=pPNzzomg3jAmNF^v??EU)xZ9RIkzLA0E=b$6=+-X<vb*H;`;t
z-v&~ER5^xaMoG2~`e$Z-OTIgIL*(7rlIX{e**s&|qn@~O(>#V%O91wWVaqz>GTk%Q
zJ^}M{Pz(#}1@VL!)-D{Fjcigo5W}XB{B{gmLUKba+eLhZSa#eDbc<#8N!~J+mF^9U
zie=Rs0!PQP#6&oxe~9Pzz3pZX?YXTtnuYryv^QH9%i^Kwpnv<P=65|CnTxE9;TnN>
z$|jb5(FC?i#<6e7X4N=0gX%EGu}8#rjhovEkQ~RZka%(&3u^>i5yu(~0d9+9i7kLX
z#LbOILz}Yp&C$?Dacmc98RA*lR>1P{>}UkgIi4+R4m3iZ1nd&eUiAT{#Iv4_fpg=T
zXJ6pvcs7IhL-DL#8{mz2_NXoJNj$p(IsOkLrztL!wMby~nqZHSlfe2mky=Z7TQp}1
zYS(Mk)NQ4niOjR9ZY6?S;YK5*`9tP5v$P~<2#Y0;wU&4n*sPJndUus<+4oH)-*+;-
z^(eeuR&TwxgZ?S0%W38B?OShql6MB?(7UzhydGun*IHrElFD{a(A%Z5D=~j^PIuC~
zV4RE`%9iwio^Hm-%fH=C-g;m2zSWzdIZ+UNwzn0o^y!}I<3Tt5wo8_t*Lu?1LI2v-
ze)p}{cVvCH>_ct0G(xwmJFUB;jVbSfM(Oh4H1=gTG*+vzwWOCT)YxlXrGe~dGc<!6
z=S}^Ko+(sX9no)(%+_zm%Hq846d!tg;5z7^;3{XHGvIK?a&+;XCM>2SkE??_4kGDL
z-T&)N2a+bt>ZEF@hfTVM{@Jeb=H1(0Kcl;K`YNPX%Evh?+W{>-na+Ag(pbTK?|^~Z
zyF<aiEfB)Jb&=Y<deuRjSDqa)uk<SarQ7-ldS|uJqw{VM^<{tuQ=iuQa;PtZ`Uv1|
zuyLKy9=^2xX|3dIqFyD+d^xb732IB#rIoKR?AwoEi<c>w+`MA@PqMTfY~;$ZAGMu7
zEmIPGaq$@Y5upb&b;0r3JIkFuDD)wxIc|q`VR<T89N+1lf<=xmDLe}7v##(=4*|;1
zpnccFg0gyuw85{Bzk=p+N111LvdI@^ZkvsMkB}E|*f35Is$&?Y-;?IvUU(!&5^>$q
zpRT7I8^`L!Vmv(>#~iS>IOyL{D}MZdzq~6l+@k3_p0y*5PUG>AFl?=DbLNlM4YuJ+
zR=O>{mHIlR$FI<0qIP0IpTFILf+>#Ou4kN7u_!tC_jlI+Gdt;mozwq@9j!hS|8)@m
z37)>EDL6{egQtx~+xM-!Rs8>a42csX^}?V2vBK$_TF#hrbrD^~=Q-~z;r9CH4Obnx
z+w?G-hnxE9UIgc%>N+0fpnu=+{@2CJi>=}Wb;cR#q5$tU2mMQk17?LvmtOb!@y~Pe
zLv!(+Rit1J@;U3Ef0NO7=*fE1_M5tuCFj(o<8KeD|E}ZZ|AkXA!m_{nz}ly;m3q(q
z%a!}Td&S0Kk~f_QVMX@-p!fO#{X08SegLnJJ$_uzTE`dO@qZu?|9W`+zd1|$UpVUQ
z*p(!y4gTTSJsAf(M_99D92|O2VWX0<JJ-Jn+Nb%l!{coB(A`%$<;3C9M^o6B(D2v4
zgW6`tM$^!YH+9tY2^Vs4i(-m)m8eqb7Tx;~`T@6g)hjnxx$LI0H_4K>gZ}N*xn(oM
zeR|;xm8@eO^b+i*vDPW5{{v_Fu(4_y%Y=r%{u$Gs=BE6bZTfwi6<vA6<zi1k|IlgP
zk2BX)uxa+pl5=qyJ4$8sPosJ^T+nAr(K3=nL;rZ{^0lJ}|6=WO(vnkQI&(;cXRgz=
z>-E;<!s>n_&OU6>2%OH^LBn7FK&$PG7hWB{_m8w_=$~-iE&S5V^{&*wl9M`}Eupgd
zM_=8_*Y*)7-^{jX=%0n{SNWA(#<Ak>mYkgF>^^y>e@OPg@0pIHR(4h_8t138>O)~&
z|MqN$u;X<ds+L=A(Xg7K-5V%n)A;U^FNW^7<W!l#;!)N?|DJ7Z-{pUtotYbM(P%n@
zEgvd1F7Cm!E0_t4J)+uHP17z-M(2jC@huv6TP=ah_1?mJ`%cX{IE{r3Ls|W!wf?OS
zf1N$+s}Yv6@9jIatT3HTL0Jd=L%0*I)(`4aE@-%=tm|~Pi>&J(oIOyi9cy|gZns6_
zy?v)zH&17!hoh|iIo^w72R8MZdm+zK_Pu?lmR&rZ^+Z_*{S&`R@co*Dr!JUiDZ6hv
zn?ct3SAjE^*n4h0b+><ai^hBVPPJ||gI%Gr`j>{+HI43-WU7U`r<f6{#(Vot%|YMQ
zOT(>|cOPF-A1w0l##M_+tWO#)c<SHKU2$k$+S0)%qw#oC0H!RiLh(oaw1@WmjZ3wG
zwEjY6zr5euoS^%#fpiN)&_9}c!hci4okxG|ZOMsT%3i?<2mLd<+t)WYIdlnFYSEap
zlzEOo6ZH@Cn%vh~557?Cp+!Ugbnn&$k+#id59SX7P`y`{ve778{F|{7INX>R%a)Ch
z8WdF-fn6IRc~%*@TwAin1^68nhnId+dz_|w&y~52l#WyxoD?^}oEBd{Dj^{%Hqx9J
zo$TJvoYH?#WD+}mPO7-2_$Wz?YV~2Q`tI*3>aISU<B<|IVt_ft9GhSs5SbJoIXuNZ
zHaeco{8n<Pr*n}gUyycJpTnSH{i5UR4>HFOh>h%LPGar%NDj>l*kly3Fz&u|>72^M
zM<%$Nlhfk+CnuyP^^bIqGbd^<G;klBO!oNO4ODAY3UXkqAnlIZA%V>4W67z4e#I5p
zdXkBoBp24CSdkFBf~r*SdA07|9{w!*6Ws8yG#dF91`6J)!j|GUrOM7MFH^E-msd;0
MwoEKmq*A5-1JbCjX8-^I

delta 33230
zcmeHw2Y40L*7nSh0~vaUki>*efQ0k}5^@qCK<HI^2_e7<X(XWw2~Bz(VGD#Na3u&=
za}~jYfE5H3EZ9InYym;ApeW+^zB7Ar0+;Lce*f?HKi~5^4=e9pYp=cb+H1EdhnabA
zR^IeX<yAoe4H}F-oG^Xm*cBgsp5_1X*!cH<PT1*R?UrxKs@A?M3hSP%;!{rHadGt^
zKkdD9tEaW-yH!<`ii%P&E;n^bYGz*UGEGscfnN)GCE$lBQ44qqNWG~Zic%SP2z(9T
z6F};xI25HSaNp|d&1-BfuP8d0{t#9NjxqvNKd(y_6r~Ed^(aygn46vM$_rJLMMkpf
zmp>U&R+J88*)c#?I7ITx;1K26@QM`<2i7L<%FJS$7Q!o99|xp^Irvit*auh_m<VKp
zddl*1Wy7<_2ad_g&COR{fcrFD3xCXt#?!2#YzI%n+2ga5b8{611@fk6r{=Cg%NT)a
zd8wIWp*Iga^(F%uiSZJl@5;=JRvv~OIsiU9D=S@@51tKp63Ug(^n&!s)3P#QXu53a
zQe(ANFFyku+mjub?#giGDZ5aHX0mdU>76nQjbxl&k~j%S{Q+n+%_jk=KL&EtSTG1k
zz9W$NDHD>@C&G@+M?g;Z1AwrTU*LxXE2!dSWsCxv4rHe0xiV6fkEJ{-J2f-er6^A~
zu=H<9?BJ~^HBmk<Cp?l47eUTAwehhWs0m~oABLQ`1V{&Rd|6MvQjme5^O!CbTHR-L
z&@3Pw%YYYwW5+0&;Mu|iKg&RJ?)1!*iLSg%l%vDt{H@5`&1a>jCubm-zsdZeh&V?g
z+M+0}LA_)b<ff*NP0dM7%}&liGIjb>jVuS!Q<GDu8)fwMsFy#bu_c`VGy@4OqCb%1
z$^(cd7fi^q25thZGagYuHs^<?Rvaczc5zrKeVSQrPm*D{DfzL@ExUt&EI%PRH*0Dp
z0(Mghs<p7%T^`7adqGZ2l(-_mYG=8Yic%l)2f(wV#%E=l6@LSsBczFpN7_`&gS4s1
z^h;UM$||oTMhJ1i_`Ix%shJRtPoCz=f^L^UtHMYidv<K<n91W&(C*N8jMWam8rx8U
z1NLx`<*sfVanwub8EkQ!YJsj?<yXn)<|XG%&P~mAf@f62fGnMBO+ux)<UI_p@_zbP
zZ7eH;jfC>e_0y6&YD_Bcmwyx-!{Lh(jJpG)ll-j+3#-W*GE(y<WR1;LzJoqnaTdrL
zCue56vQri10Ql<QQ?jxqy1?&|`RjokMmNx64!@k_saR>oPWNbQ)|X$f5(yd_Gd(Yr
zkzIxY?8xMll+^6JTxCH!%P}v+p9ZQ*Ov%bIJL0uiOJ9YY<!lG8z!n=)JI?A)dt%xX
zE@Lu+m{My(>Tm6>C32_J!e+*{3ia9+f@AT}1gl-^fONA#yoF07KW<!JP#PRr0e$vF
z72|pZzx?a4N$!0h7KQ@R$r?lt0vWw&K;~xv*{I~SDR39Movmm&fE;w=l5_I{C+E0s
zBwCaDDC{xH3%V!@=6S)7K$f4LoRQA*$vG)`t`x;s>8a;m>}r+S-%U}l_!JE9ZUrbK
zHDeqjcL6+G*a1kJdAaGXF_4FWuLiz3kS!J{?+=^?#F|ntLfUfz>4Ogtlf2+olBIXn
z!u*1RNU*?Gpf7Nq#8e;)CIPtwv;lJFydxc++TU_`5Rer|18K)s%75!;l|Kt)#m@t&
zS1557(2q;zXe3y1M~O{=tXK!K;&1v|6@P$MGup=oTM;@2o)LK#$Vg-d=A`E3OjoSG
zigII!6`Ab7Nt072rz-y#YDMw~i93N+@=<U<6m?*3YQ~h*97WkTOb#j-t_1lW<P#qO
zRs^n>`YWXTZ_=^rBdl`g$69OD0q`6~_L$xeImiAUAnlDyPtHTWqI@U|9%BLH^NNl0
z2P9iXf53R*ayKHwIt|$hz7}}TOl!oRnrQLGK$@Nh^rC*2)j4kfdHT`{_OLY;B!Z{C
z&1qIlSHNCP@Trp&r3r8<c<ARBBqLE5g7GlOPPm1*uv0DqSwRQnv$qS8Ps6=|H0%N7
zFn$3@!!sva6-CMX=6TjAs09b;*q4}5wC@jl*lP;LWKGRY%|Wk}gTNPpizw(1^pgfI
zqF_Vt$7Bl*02$;0ARQbq!y0Zi(PBE<W~P;2?6T(aZ15a4|0=?RU?+g1A`%H!)Dl=3
zcmoFLP#%yK9Rjii6@UzVJSybyj6`7$$K1S}%*p7sGstHH)&Lo?o<MAB1!2Gjz}ixN
zcBECGGEY&)1t8=530B{p1v0etp}<hT2%ZH?=3AkD9Z19H=UNp7JZS0H1#+xB4>|j`
zQ0C7BvSGvK8fjJT%eSY6IUOKwj{#W;s4cPDHyz0KzXD|7#z^_NrB)B00#;-`kmXWy
z$4qvmk5!^qSmhf5Ig%<%ys_Nk&s&&Za2yG?Yd??y+%9pY#F-MuOYASvDY2Er`arhV
zA@SQ~7XOLFlRys1=Oh-Hhy_SU!PUi<10Ms~(*Lj}|GkEAsQuq*iMt`mYps^HKv%MB
zhQ?S6Q)Zz=3?Ft?IgHEBm5~5%Zgi(MSz~-3kh6FbkV9`FkbRg5<fIw|<k)x0{D4hQ
zzE~}?;*-%0&TF2Zef?~M!~VaXezLxAA5GnDxcr>@7pkI!pg=`qQec!?&nWS8s=bW>
zf2X?9aQQnOZ)-RMGXni%)CNY0zf-$X&S=>%PK_~K4V{j89*PogWCX^jFBv5booW>$
zppjFZWVrD6uu;^=soi!Mmm0<Ck>wR79JQ1)CN+vu(+pQ*r~W8pk&vlIF=XeA63FUR
zP?WBg9=ypmTuq$nvqn)9r}kq7<5H72y}74l2!)zN>BGQvFil+di&8fkMNOUhcT&T{
zC~g|1Ha7yAnI1KBI*N3ZH3A#P=;x4P)ebgVuZ5oI1x_<U8b;~K;M$ok6t|Byikdss
z_l%O}PQ51j1-->UHHy;n!F2}bVOn?vTpw^1Os)<(E*P9{T!)VjfuoOTI;@`o7Y|M`
zy{l^!1vu3SMoEBEf4+*M#F=`<0a4n|RgAQjae91JMTvz_HA0$48zn8B`bkJwu_w)`
zK8CB6QypX!wQ}muU~RL4!DjpdjuBUlNiC!FHkdWh;51h2*aohfvA1cAei^Ay$Puh2
zQL3*I5a?7#8LmL5z8y<<C$j`Y^d&f}uO^{MzL>0ZRW+`oreWZihX#(1_5jnzxY962
zy<n6CIdwnGdsa}+K&$k=;22vpr(u+19k@6VGEogP{2O|z?-(U*oO*dIG_9ec8P{7z
zsiB4|*s140#v00-A$$^?RXf{x9b6Fd%y{Svv0O1;=m_MUl$=#guWN<Af*FGe;QE*`
zIDnKBWh$E8^&>dOS23>pN9pY`msl4p1V%Y#g6m^sG>XxWBgJN60AVovN;x>qthFcR
zWohKp)kZ+LQ$GzE{jvs}H)bj|97b_=v<H|tBLkyy7gCWBo1@6_HI<BvCNXNTQ54~H
z9L7=*%gE~Gu>iP@4FJ~zr4W8}%~o*1;1pw0<0$o%Q4;A?I~oB|PR9lxb~@+kXGT$!
zQxEdBoIuy3XJ&!3f{MwgKL^h01T<Uw(%0A>9jAxiXLX)A<kf{nKwGE!vf*m$)PA|o
z*xfcx>+NTx1;*(HwmgnCL=a=@xZ!H&RI3?9_}j-Q!QUlDK#Y@e{H<gZ#W)>3u<7+;
zU#J_5fLN#gGI&lBonu$+U=+nV)tN>Ka$aa;H66BtFi9F2Y3<|mmN<!}@1EwGPymkA
zTkSd^IcxS^11BTbI7)Bbq_m^Z=4>~IrROOl!0B{cg=~<qH#WwRh|B3<V{h{qeKJy<
zW*DHbu^$}kUS>?niuP=V5Q8yCm_8gFy8^91$1DTKHem*~jnYqm3j|l*C~g&{It*8W
zQ_V4o@OQsalHk-Ew6JC`v{AMfI97>i(=19~1<vX!bg}*hIBQCg^9(5EGNL`m7=eK?
z`ZlDv!ePQ<P<yvjl))wk<BnW#Jvc7(LrBqKEE!Frv~OA(yF10HPNSrgQ{UUlnq}5<
z_mSi<-Vv(CMo}W>D8|chyRiNSxNvY7%9+uItFu$@gXYptltGJ@fU_dS)#+n!oJ}4^
zNNm)dD}Y`dlbc;u!CahwN7K;*n&HOYCNX*eQjE1Z?;Xd%VS=H7b=uhD3UO2i8m=U#
zJ{T>w8qL@)LQ=*SWA{}fpqo?o#P&!TrWA%rXK)-|W;-0S!F4i6?u$l1cc)s;aCLX;
z;b;u&H+MFjHz!#h112&`{|7jhH<!S>+Ik6jvIE*j=?%i{a$JGOg0pNgemlTfUR=lI
zJqwQI%>K|TBk(W;e?zdZ#u)*<oO&i??lH3moHb@R0KNbhX|}<~2<Yupdl|0YPW{1%
z(*8p2hrzKIutlQBs~Q1)oO)NRRkUJlWpj-p$X<htOPDoMe?^kLi~$uF?HOe^AjBEv
zSO_kho#J>7sjfywLX2JxErKsJxH8%kjBGE~fT>1NKd1VNQPR(;S8Z#zo$c#vxcWOC
z8zGA~0-MF?A0fromow)|6*$<z@&~(RZ^Jdfsjq~LZ9z57qx9q8tlq_RR%;po1D&cc
zTmzl@J5XX-594|(?7ff-Zf`q?o>Z3^uKS&8Go$E!r=ANF2oXmxCfF`;eZXPS=^dqe
zU~^$#nI|NUSaAK!N%<^N{UNW)UDVMQjqPQQ(uGJ-ALFfalzvEZ=JKxn7;jt}9H)0k
zuuhW@=GZ9p5yLgasecL?17;1(M({k|xRMa#7=u)}aU~$eu@0$DMqsZP^+Tg*s8jdp
zh?|XOMOcI!$>1W*eMlfh2TV)qn?}(vr(Ua*q6~!$U5SnLF>q|4c^2mQ1srx3^k8D5
zwW3;Di^0i3hv2_v1dMR%tvlQ2S{!;az+pqh)O;N&)`@0f8PjlE1_E$A3FvCLM&g77
zvH_5lH@9i6t7RLVgXs_tPEG(!oNRC$M~F^%lw$|;%#HqAq|k$qWAo78!pIzGbE?a5
zjdrS!8%3j?j!WG!u-P89i4l<ObfjW?4K>ecgi!?k4EVOj-sBj)T2Dn8W!um*!Hp>8
zj)N<;ulx5>lwqZLGr^^na_7OhtvGv^;T)U6jW7aJVm*-<Qd(pHqVMMRf^!@9?2ApS
zRC5$Kjxwv!{{SaLfNora4Cx}cFTqJSz;#BfWn;i?2j|xO37o7CdHs<g8w2hDxKb;Q
zdiR4f0)t{bkQiZH85iq`g!CNRt>LJfTL8{&_dGb+4roRVE^P<6CEzgLF+{ncy$>$N
zY$Hx()LKT7%c=G=O7Qov5s>CoHN%zW)FUu{G1)P%t`CmVv%q0_!f*;n!wHYf!)Yqc
zk8hJRhh;R}!K~rD4#XNT(WxJYgo6uvJXVk2z_Dgr6kr&(8*U9^>sl(uC`otf#gK8e
z!Bm+Y?Foi1U}M5o(j4*S{J?1-u2fQuk_@LlZmjL(Bs6RT;)-F!r2tFBm*AX6U~G&U
zVU%P#^|Wz#-h$l9oF$IE;IPeM`@4)3X9MiQDev)?Me9^zAUH0`nA`AR3ph*)h6J^J
z36ABkP)&+*)SJNbg1wVsw3G=(%iK8q$#g3gn4;Jbs$`U|ap3a6VH9)v;)L<V45MXU
zoZc`KOPwv$bHQ12n#G?1$4FS$1>cowUQdY9r)4P$MhWt;+325x>s4wcEZg!QK6Z-I
zW@Q^Kr^IO|vyHSVsBe<B`dH-_gF_RfmFwUvE41m%vCf&ziwtdPj<I`coTEW5&R~qa
zQ)BcgNJ+<oqqL*BM%uJEy-S`|Gu9+Tbu~E5I%)j^ILl*rrAJM+{V1Lo?Ez+hkug1%
z39NOKV?C!R%4oAF8mq0JVx-N8)5}e@&dJOGI);HuH8Q5f=!cPtfHHayr$#@3!`MWv
zjA8F-wjpqi$HDbw8HX}mQN|b<Gh*~HNDV0U@@a4!%w~KXKY<%gEyvUuxUXgEpF_%O
zc=0f-sx!-sPi@6a<I=1+{Wydi&*q@jD?DJCw1!g>I0gmIHjUEPgJZ}o?n`ipx>dP0
zWR{VZAE!M(%h(P0ewJ}5KhDv6wz)>+$2j&N)!Vo-E5`8)QZY>FiTT!8wYJfX;5r*u
zB4hLmNQJ{N_8iQDIt93iZv^JXIHn*q%Czw=QdwrI(;O^g#@+&6<kI?2;8RTPfO(3N
zYsw0d!VM2txQJ9=ru6Xn*4VWgJp&w@X>yv!0wZmHoIY%U)in;|dQ7wj7|V-<2Wf+K
ztwGAN`vFoeQ`TXjt+ySi6jN4y5oIhf9;x1D{ZAtmg&KA9;^7K7E?v0f#Yk+t*j`g`
z0_zw7t^-#AZOdZg(!w~+Yl+cvQJlVDiFI~>g{)VU<6Uq#=fb}0yHrt<U<)J4KT4an
z)M&XlPWy1Fv3pXSUU!+*|K`b@V-&b(BXC))#|pZ&cX5nkGg3Xx)aBAt^h#T{pfvRs
zQr%5G-&Ls2OpPl|JzkpnsWg?a+SXfAntHo5<+H}lO+~7Uab<C=hnb*L-<77?8O)??
z4pNC`>ebRzrH5=;A3LS3eaJ{#8K=JwL02m%?V}t4YuWIOHL)H@U{tP*alD9BPcv0*
zot+w9nkp(y-9W0lsh1$=GRrP0O}$;3@_E?KO)X9Ry)^Y>X)1obt+yB{jHXqw9%h1u
z>uoS&fz-&-)J~)l&1x@|rrK<@WqGBkXY7=I8!0Y0==8iOEv(RJxh_tdT4<yJ9xF6<
zuZy!T;I*sB5^;_zo3Mi$fg;Ayc{3*$QyY=Oz(wj3Qr*o|#1?ZhLG~b0Jx$r$NLhM~
zwn{y1`c@-teY^ZX#k@eq-+QA5c^fnLPOJ(UPH@bFsDk1w_6~GF)=}nnlKEv2YYGku
zSP`}@^C*in+(pWX)WbwFE5rtC9z^QleA3LvR&E~u9<BPh_y5ZR9?0n{^UGo-$cBSh
zF-|bd<3GW2C^330{?I_OS=_=3NKcSFk@+qVLzyZ0EFh0RghtPe^^9d3t9vna*mBK-
zNXvQTjJ+HE@^vI;gD918F_DhW1@X8S(&~IO_m3g%W8F4;YN0F#%r`5>l4~ABPY_lr
zQxS`eiC8hrqb$+^ECA+lFJy&S0!;gu;^skQIm}jt4cx@X0aV09LOjkD)-%2?tZ!7_
z<Zp)J5lV3o*$<C`sJ#nBGrK`N$|48O-%Y87tfm;ma{rKWBIWxePo%y5k_TE{K>;(K
z0hI?G0`Vw|G<+DuieCotAkyJuAm+ag;_-V({Wn3Z=Uvv%f@eU)_awd#q~{-jsCWTH
z2QPvs{{lq)FF`zr%r614f~z1NM9Qy$sDB;AgGl~cwx5abKs?GK3;qCN{tXZhq93RZ
zg?AzK>q+^&kdgC7eidK~sh7_L(*aU&FJy~?Wd8pN(nK3+N1~Cn#gR|PL!|tVU<K$$
zOa0$Ns<g$Q%D_Y*1CRuyyc_>m$UeA3V0Kv#sX(NI{Na^1&?WhaGM~tN{x*&Wu_ACP
zkfLe$!?|8S<}Rc|^VMOB!WJ!+1^DAa9%Ydgtbm+jZ?)80BlU<(8j`;QjVoK5=d+rJ
zWo}ud)eVpn3xU+zD)oL3>BV+gZYPjM{wB*2nS2y~XtzkkbN{MH?1z9AJSP>Nmv|7U
z7$>*+<uh@ZfBuJ%UcG_(=+#@QT#Aq|k3SPx#oMwTBIER~nqoe*RnAMnr&6ITQt>m$
znf1BMFN+*TUrYJDP&L|b_sgFLt!$WT09*p3RsPhL(|k3Mqjf!ne-Np<QR)-vKp`*?
zcnrv_;}TD5xN$&*Hy~g|XMp7219Dt_DEW_obm+X4UzGCCfcU3;K{Q6}Xr9kfH^8wQ
zf0ntoB;E!xC=Mub9j^q0NT~v(yfzU3lzLL`CD9wm+WjRq1=7oAl5Yj%0kn4Z)>0u5
z$Wx6-Aa&Z}4=aoT(m|(`caWGU<w=t70i=E}$@i6fe~ANubmV@?4=#t*3u$E-{&3kz
z1+t|Rfox$8kQGk>@}zDKka1rOq@g819z^P`0J8i;l7AS8f67M5Zvk>WeGEvwV#dD(
z5+6uZVFgLW14sud0a;OHiB*7fpbn4*yn)St36k#u<PJ3e$OerBvMW-6t$-_lJcx``
z{wgUbixfR171jaifRK7b7F;iJqm-A$y2vk<@_&Q*e^l{L(nJ5>%R{#CNwlCI@O9ae
zKLxpa{wao~U3T4ZG=L2{2_*l9#5aMQZ3+{f#=%Fsn|nDI9ukjxAx-^Bmwox><sK{U
z1Y$*<$>1o9Y(p1QY9aNKK$Lfraw7TeAm;Z3@%Vj2`+r}-%15~VoXfrmFgzMW&yzts
zh+GMn$Aidx7l<=EQ}Tc4au2$u-d~q}e_i$+lLO~<AdlZe4z#~6`~JG@<HCajmw)C~
zQT95}TxNSn1tOQ-zb^aCcx^>Ecvkn<WuF-iUN4%*e}XLX*Ja;dmwgxpe_i(db=h~X
zt2VAFe@u?u>t2f7vi?83?0Yi)z{xCevZdNx3~r%T5lvgE-PJB)QY&?k@C<<9T?&#!
z!`2WSpkP632)c{Y6ijFdK|~+~J;j_r2<o?j;ByLki;y4)j#98T2!g)i0tM4rLy*`8
zg8pK48wgqiLhu6x14TkG1n*O@GZ=zF;yMM3f*=?e0>KcmEd+w-HV`;MAs8n5hC=Wa
z1^Xx%A=EGk9u9^eH4K7LqL_lNArRCFhag!bhePla1+P$$B5FiHuqzaT$q^8wiX#*Z
z4uha+Bn0Edq(}%n!y$N=0++xq>JSeK7DPcXQJkh=LIea6(GX;aInfZ*kA&cJ3bI5<
zTL_L)u(mA(lf(rIrbR)J*bahRvAP`uEuta#fr7~bzkx$MDA*YT!Blabf<<j17#It|
zbg?ZKg6MV-INC!nQ}k^Q!B-UQqhOX$;~;oA27=T$2=YZS1zlqysN;lSj!4FTVGuu2
z@CpU<M2&a|cD09Kay$eJ#1RSx$3f6E0fL2MQUU~?_#Y?YT?!V9h8-X{K*53z5G)m^
zDVPusK}1IgmWw$ZA*i1K!RHjL6d|1;I7-3VP7tgX7buw40fNLt2n?}05rP&SA^3rU
zwIZQ21n*O@voi!jT&G}BCkO_1fndGZ)&+v-L<k&RA=oJTc7@<83ieU3NvKH>Jlq+A
z)FcSDh++!5c7dQyHwd<gX96JjiGmCYwu@)Fse{xVq6S8!x>L9ae-lRtj|#6IfL&q|
zp-3Df>=q4s0v;37346q8!d?;33-EU_hw!-gfbfI}=?y3riwXY_7YI*^wtWCkiPeOC
zqJ;3YNazdLFV+(di0g!BL{dM%vtk?JIdPNlyy)8>a8MKxUJ&X4z#%b&a99)*jtG4q
z;6;&4cu71%cv;lAAMlEB5ndHX2(JmRL4c!T65*IQMtEH`91J)vrV~zx(}a^EU<lw1
zF^BM`_<(RqgbW3o7K;gQi3^0cMcZM3cf@MKyP||}MkEXeyeHNZ-WS&iABdz8fDgqs
z!bjpJ;jHL85^zow5k3~`D8MIT2;saaCR`BuXuzi;d9*qYRstug-s_Upcy;amgk<%y
zu70o|qQ(^*KjF6tmG|Snz<8_pKQJD8T5h2EUy=LopOve2acD0L6G0QzGt3iPr>ljJ
zX6LBtU4H~*dDN&lZkqW{ft=;}`$y)h8#E)>ueMqA+C0_MF#tc{sl>W2nstdgg<+a$
zVvH*bFJr(nio*SI52}G9D*AtHoiEqFAWnRy#`Dta_HWjKq*9DrD)4?V5Axi}NW5vy
z<4LK*tB`7@L{XlSGTzSOEn6P@q>LB*jZFz&10iL!&wG{Tr5_(i;h%YHYBeq3I3Q)b
zLCqV^Jf4v<-e{aIWzR}kMaZtu2oC$f79IXh%It?+ykq_mWNZ)~c;%akDq!sEfkV<D
zpGnzI5)VrmTU%8cJR*%$hwL1P$4gSL2GR#i37(8gSxxZErR)_ctHt)ukiu7`ur~Nf
zAcpNVDXW7tZ@n^XN2QEmJ|UxUOv-qVnI|K>$@jXH)km6l;CUREGB2ddQ^xq8kU~C%
z(jjEXPf8h|vwn#*L&+y}44V&#ziVLBPDwpqq%VPZoR+ftkmh}2I?Agv{4<}J^R_>o
zV#M>A=@06S(L}FGq+&y)`N)M%U6Qg!NM8l<xGZHHSl@u?03WpBAO8=oS=JxOF+o{V
z5TEs%Hl(cU1(j{Z6Os~DjJl>aM16`F{}tBA7GJCWJvl)6EQ4cm4aflTVaG}k$K+U0
zDrg*NJZJ*Q1xf==1f_#AK$)N{F{DJz%3p@$UIg*)pvOV4g6QH^&^MrKpzEM-K^(d_
zK<|RifZhYW5Bd;v7R30y17d9Xu$QAX6O;wY2IYYG(7hcf1{A9*V&NsVVIm)tr-S$a
zJq>gN&HfQ|6Z9L10aHO5s2s=vDi87m>7a_B%Hql;wO+$oNb;u{XF;3=AA>#tod<CS
zJR%xiR%>}}Lvj&l31}$@OP4trrih-GRlhp?aZnCu1ZX5^6sWJ5b6IWW;63y<qWH4v
z?G=q=TTnYtEGQ5Z1UeyVTvOXPUO;FMi4qjb=Wt&Oa)3C@JwY?jxidk0O2$WLTS41E
zkASv=c7Xl{+66K|%RnXQomgNS5Fdl`A?08Y{}Zi&mgfMcf~J9Hg1&$Z132G&bbJBK
zdbr1*7V#PUF3?s`A!rk5GiVFwArRlIv<@Ud1)w>gxuAI<K8+6owFCu%l0dwBcnEg+
z<CD6e?jZh-BN)_J&9{F3!ufa^^gZYT=pcwc{Nay*o&xOwJqp?i;xmzTpoc*7K`@~d
zfM$cTLCK&opcK$pP%3B~Xf&uhs0*ko$O(#1z#mcv(8CBlpZoDC=N!<3AU=4k2I8Yv
zK1AODy^WwXAOmz*6?LzwkvRS7c~y<d-wu^!pyi<Xpa(&VK}$e~p?(DPBIqU1CJ>hh
z{#xfEXcwpmv;g!Vh)+7wKoddfpbStFC=tZRkQ+d}C9oMh*Sj~_n_T3$sI3I80xbo-
z4uum`0=)`)4RjQ=5R?hx9>lxcZ-d?eJ<oD5z8u8;ClB-s<Xq{wvUAnu;v0d=mt!b#
z(ft&3Q5|Hhw%fqm2WkSkf<iBV)`I4NazT6&$JLfUaN-Kf1(ge^WduVFaxRoaK42{r
z2_<T+2HTK)1hgHr1GE$LH_)RV;)`$8W{qirkG#2d(lpcG0)sKmc`UnSEu9Tn&j%o`
zNRgn8ApXRK!@4V|%l@6$)Q%PNJ0p#M3X#3aV6rFKqq9K^LG0lLAolhHAWnl^&@9kg
z&`eM&Xa;CHXc~yC-arsnK(2&b;6{VE*rk9*frhd-`ykODG!oPslnm+xN&~q-<3S@p
zLqLN;_k((Xl0Z7Bn?%kz@+4MFyR=7J)aePb%h=_TI5+J=1E4@h`hr-Ha$-N3w)wJH
zR-Y9yZxE<#c{`2Pmdb}CJ&Zh8ld=YFWrlMsh=r(ZM~Au$Bg4nasn2MXwZZVRoLK>o
z5oP44GX`YWLCh~((5{RbEW|w9>v2fiMkp`q)C8$Zxm||NF%q`pcGoeVGhaHNe~0I+
zn0=K5qGC44_I6U4G`CX9*{9Uw?9G*F^2{SYS<0qJoGQ`Q(b@lHD=9ld>7ngC2P0dM
zBn@yDumU?eG|02|*;3A#F#|*!b_486S&oC5{0#QL?QH?l<n4-CA;Zi{IJ#|PY&G*Z
zFl~qCAWg%xRkk~9+tjBWc4Jvb@@cfJplq6XYe5fz4A2_TO3)$@E8_sAgZ4mUSrVgQ
zSIqpypt5TV^X0md|A!ZrKd_kmH`WsLe-gZ**S3dcy!-Q=V}EmSxj^??>1^i~Bfsn@
z=Q6#bjBGj5_Go8gNUK3?%qkGO>t0=zU$&pvk4r#hBk`ZC{r`<F%Kt;_y&VO%>h8fs
zrzx`s>K_@Ti=l7XLjT(l;4;b)KN7^vgW+O}?p3KBAx4YF=)ixvQ<~9Y|7U>GL1h=8
zQQ$dW>4@zV9sMJ_V-oau=1Rx8)NTN-2R#pZ4)iRj5VQqU$3FGtS>0C9BcN@fZ8^=^
za5s`gpk1IxL4O171nmHAh27`H`f^&wp)Y}b5p)D}7<35q0_Y&<UC?`=Ga#PZy$`$q
zIuH5;^fBlh=q%_X(1)PIx9|tYx*4K@hsGZkD*K%tny!j54y|s)v*2;zUvTaAQ-e!>
zd*`^OjtmY83knG_f9zfzIR|UK`)Tew$AXa)8Wb875}|w`_BymMAD*Y-W<`NdM$;|}
z9;m&{EE*gX5*&F$5w{##sH%!K<+U*Hs_>u^6jwIe_Q2xJeV?`J2nz~Uyu>Uhs7*w1
zdCg0W62}P%;&Tdn39kx(p`vF6Z4T}bzgYo!(?tn|bA_)bV43La3E^5Xk+4-P@YKdb
zc!haGL_;0IF(L-wZNFjl=(TTV$G>)LDqKMQL7|xDB1_lCdoMy@YQV=A%YD70PJ>^b
zHd`A47nSwmx{gNJFMU0J#W6Uc*`Y`%gu?<94hd&P)O1SZS3yno%VT@*Jw5fxdtMP{
zO(8)cxRw&jsn=hOs;PO2!xgn&xS3w963XmzSOIGIQJay?M>hOYQ)fpY)Udr-bgYC>
zkE&pKSN-i4ei=;$)r8RqtMW?~#F|Q4!SA@&Qv_B<Jcf(p%BVeC%p^!(62;@-{$1m1
zmp6U6(?TB+g668@M0d8@e)H_lU*FEW@z{}LX816Sa1X@_i~XwFxR#&R`g+&T_nBca
z!)IB*ecY2(;3n?CR)yJG!kaK(L{x?FVd1K(_4KyiO1t~%TfHBTYxS##Iue0pB~OUc
zP{5N1ziOISg#9+!q*Ffn@R?_3Bb?|-hSPpu?dQF&7QMCk0`38rIpJ8<MMgCYv!&vj
zYN&9RXj~nAZodXrnft=7qn&eJb%#AbOsWq5BE(XFxBVX3Nq;-1Olj^l!EC)*;UIAc
z3K3&)i;J@?^QECZek^J>9SRtH9DeqzYky5wpU7_1=|kj1SzSL%RH*^m_B(Ees)ZkQ
z{&7n-6e7_WG&)HnKtUZKh7l}vv7(07;9mZOU{WIhRm4j*&@lUbwlDN^y`<fKdlig^
zBa%?~Sk%Di^tRs@ySmNL<<0iBZ>y=PxL3v5K3%lwg6gbM>}|ieHh9Czw;ovEt(j>E
ziv+HY#4PF+i9;;`PmAI%T9|gLfw)yu>(RRd?!486u^lZxUOG7`pc{&DI--92&A2(;
zp1Iok{lLdGRd$_XzshsSuFJ1=+I9j{xH0b4Rfd%uA!?!1GR5&)sH&Ct9GtiPX58LW
zTW*Os{rGKEK})#JGE0QjhJyXd+}hJ-dpFs7zR*2N%85C(VW^zQpNmlZ=5N(<^}`ik
zJhA`w0n^vWpwM8&L%a#S2>T_sozA?p{<A~%A2(xQj{Sf}*89*F9vghCapTzUkb{}T
zW=09$I#_k=x9L9FC-ckNm$rWdh2WsJRG1(d)`bsK#6f^~tBw}#{jaUvp{z=-RJgb<
zf@2!uN_!plv>%#^%JsA!*1}s`WYp9A)IMT)J%q)6)ozu#KMlRM?EEaa#JEM`&Vl%-
z9$e}rW_keziI4_bZU4|9Odk8Syou90Y<TWSVimJY2t!~gYd4#Vk@dCu-u7#GeSLn-
zU%mTFE)z74;ZjYku8#pC71amCC-qC~DwSGwwlnLr-{gC3|DsjvJwJ~&O_?LleuwY7
zK8Mftf9mBOmN)eCPH$ur#7kb9pLe;I)+_2Bsrv9Ulb1giFFnHym9AKIV<m(gGwpS!
zlVWxQ%sl%o;Dh=VD!0G+`E}EbIrCPCCmWz2wuvtrV3XP>dV6E&*sl?u;#@N$?q(kk
zYqTRAr7s%Jtk)*?=7Aru-I#$wmQ_?*5U0GcjYJARAB<G{-NR>kb$;~n$_wGBTn;yL
z`qdRKAI%p}k{0@C8@=sU4|iDk#pLWqDx8-M#?aG6dtZ3EOic2{P{Cfl%okl}zuNa)
z$Aq)z`u<#`slh=J42H5t9HRaK@trT$;G-hpKJ?saF{dGfXT{3<(5+v!5vLkz^|kNX
zh>!2XiGhcx;fJwiziznFl=1oResa4NZDKu#558g)73?<~m;b8aiJlcJ7n^g`?Bso7
zFBH@;alsF@ImIu2sJo{~@<(mI28-GLT74{upET9#dW426Wu5X8pZRNZz3o>aKeg-A
z8P%fx{=J<3=y22Zp3>(YmakrFa}m`D8-!U?m^xToX$1f5_a@K${!H8a$Fc{r0p?z*
zI7Cci_;*Levf1KHV=Wy0hX#0wCQY;kc<AYDqK&ts1hpeg&?qxVUgG;E+T1c(tDB-;
z`!&ipt2EkICw}WSO`V5($6O1|HhbYA^iAm1y8Fzlx~dCjGwnU^zA@Hn{#=!f0fUZy
z+Of8Z@oyeOMM!g0o+7#fyfdLkvkmGrtud!@{}Z*<xb`8uRjter`A~>h2!*OpXw;|P
z_rJcNjdUAYD|5b0>$S#z;l;!5obBQyZ5Km<o8rL}`#O8B?>x+{a9F4<;KM254e<FC
zdbOdKnAmmM1GPOS&<AszC^uq6pB7sEh)TF&jvcn3de2efdcVyvZcF|$=aHW>gFTKm
z$Z+RGh)po=-4hD+Q8cNVvZhb7;z`mt8kj0h(}~&QGT}Ah2*4?b{o?D5&$rqiH@&!>
zH7&6?Vu)n~pu^u6+X66auD2J@2WX+%Z|%jk0BxLFTc{CQJ(1Z`^Rf2A-`irXJ@a?=
zR%`Rc$*{Q<%bm83NN5E|SBPP);76fY2`<8Z&2`_Zp=Y~&w{`?)dANDzQ6=7d##P||
z^_4nHn|{+&u2g8s3UQ7W8i*RLVb3&FN5r?*?o*qIQLWuMp<*u;Ouf1un6yj81q#-Q
zU+$D!8X_@J^YzZ?WS#0dJ68B)_*1Jw%xbZ;;Wnq36^POgir)e;X(MpaC5lT0UikIG
zKXclRL=hgOg?ig>(Eeaiv)ggQ7U}NA%uCD(g4G3LW02NU`>~6-6ol@0NAzt2=|wRS
z;BCK>x{KHH#Ckhk9_xX%*4%_~inRp_5%xQ*i@*JD->8vYQrrsmTdw!K{OR<BiU(V}
zbGC{rv~9l@`-`+k-&h+MbkMDERx}L8NV%0HVuP{1+Ar3gelGUvq`Y};+=@<-1;q&a
zP27XOd*J)Oy}os)Tfu%;cZ;uTRr@Nj{<rQNAr7LbxBXJ^8}U^iyMIJZpj)9ielvtX
zgo)%ZKnF1sP|JRI_`<3O=l^nO?Z=whPxKAZ8se7%xgl7mzUeE@hQMX}&DteLYEK-}
z|GVdCHi})TG!@lC;c~}*)_Y(RgFm0zuFJN!-3s>0y7!(td+mkhvAOP?Sz-i=dfTt}
zUNWfGp;MP%UG7$RUaW=!c9zGeXTKi2>-k0RcANZ5f482m_=G;#?-S2Hm)Csxxo#eA
z1^bQTldiNWoN=RNu{&p~2xK_!6&&w-1P70ZDq;yaE*?iIZ~K!COZ%^#lb$xKBF17U
zc1rAO)-LRUJ$!}um8$j|z!y5!wD>6IBb@$mCE@Xi2nmM=d&H>Dfc+vhT-#_ZBG{3K
z2%iXSqB}+J2rQ5Gi<ftO^4*u$4_xDn3bQt$ABKwgRNN=_M`#;+-}BrAj^SA*9!=Ij
z3(`M)F7+R`=i_8!HzZuv%~y#7$1Z#Ne%IN}SIx$lI~;yy5{U)Tepz|NAHL3cu5FUg
z)Qhs{exXNUPqtP*-w37RNXuli&(t$-d5?Uzw)!(PtHXGGu`~*;3=})@4v&a_(Bq2y
zjbBZVHBFY@Uz_a-3&Ck~8gl9)XW%r~?$>g@sb}Rxz?}k7B^vQu2L)bM+*t8mz@;||
ze{dJwB@&>3pX3Y!_}K5rj{CK3wT^`wPg#1=(Luq#jufk+v7^);rI;^)etZ6ATyMl)
zgGLDNeFOzJM-J;aHhfu+R|CHI#l54n73b(gcPKD)54$Qgo;ACc;#L?UYP5wDnW7cI
zd%mpVcyP_uBNFP>aq9^&3JMXsq@lJEBiC%HmGu>TkQWC}%bZu5Z<u^D?yMiZ3yR>C
z@XKN^i@pa1U-;m0{<%JrKbVp4w(S^gZIuP%JsS0&Iq<dG>i5uP=Qj|)(5+x7FvzWZ
zi|RS%cgu$D(4a`3=yeut+QIfe@Az;Fn@X@UN)|oYEq2|_$dD&YhmjYCn=G?X)O$V@
zxRby2*q|C)z8_KMl%S`;UdsMCPQ8brcOUc~?lx?0?#Z!J-0nXuexnaJa7w@pzhKnx
zl@+$1YH9`m-G`Gm6y=!u?A7=3g3ea7f`<7Jp<EC>V_^G7DDaG?b4=*)fiE2!V8sr%
zTNGUOK|!r4Hd3!uvQ<Sw&C#*jT34M5Jzk<>g2szCp%5_u3XI#5%Db!d{A6Sl6y(`<
zDssG$<2y2?!K1+mpCAXLHz+g&uh#aBh3&Oa2!z5%zkK}3dyze6xZC%l=nDlbZWF1e
zj<LpCM*i*J61#4Ar?z?>CE2`MVha=^8bX1mP_Mp!sQG7KY=7HqjCn^S7&%;&#!oHi
zq_?d+-t-|fC=53Q#TD9a2L<*;`O_)Eqs#r{mZ=a9FO_1^uswX}C1L>HW1z?BxO+go
zDGe(7zs?gR*a?cj8DJI^A|8}A9eKnz{Xq3chr>`f1`PUQJ9>#T;rb7)cR%Q{?PhIt
z6?EzE7ICn>mWbc=m5b9FdOrs#r&Ln<%ir!_Qq-xoc^Lp#m6O7WmqPiRlf^bS{&B^^
zPIXc(1+JA}j}dusIM4cFjMzoIJw}`bs-B{nQw!@|KgEi|)~Fkozjho<Hydd#dEv;R
zZ_OXsGI~e(qRF+@Mv%~pCaN{{M}08;_KVHdv~YJ$lvwRVU^<A$2)*$8Pn-<(5;vW=
zpi36X@epQ+nen)|ngUxKWHXlabM>4v;hfvXToIB0y%nN6VY*07(863Bpw6%qR-V%2
ziaO;nxXF7wI0q_{hFTpTJ!o;&X&hv{!oZr%yUXn0$H(p(xnuM%MaaQD9%k)B8Rop?
zd*akHAEtkAmcgJ1!JSIAgVqWcC4n8Vo4+r5cR+A2K%E_YzS)fY;|bq}K^<0D#my8k
zzXO8l5c@k|sjoWLvfFHOyF)FC!XnuVxDSF}s4x6FqBSi=+m47xJCOk{ya&{I*LUrz
z>XR}uW6QyATk9Uv-S?cUtAn7+0Ejn&v<Bjxj@kro`)eA}bI*sb*wmq(rf!82gDN-0
zJz`QPRJva*1$h7S7WOjK*~8`r<W=iDST^(Mug<o=`P^)+;RlwNJ84<kPh-XKM4ZiN
zsh0k4xjW{(_GM6ryU(hNm5CVWeo)|qe`Igy7cVY-E6A-7EOYMbvtVOqCBB0@CqbM;
zQSX6J;AHa&@oQc3LjRp^1(&G79lk)c0(k%H$XJd3w+doUXIxuaP5!5Q`_<KE<E%LU
zIk)#jpCqlW2u;$WwHGId6{)xcuP-KM<0SX&1hF*<*Z<#75Z9&xE4bEWA@{7fl7!sa
zE>V3Pq+u@Mp9bvd60zNYc`h-M@-;4zO}^MAu8ja5a)~{ZpK*y7D8Jzn=gHSf6QlbB
zTc(M_BenWI_NO;)yxixZDZ`%|X`UHjKMGa`rHT0N(6GPu(fHNj9h1xLm?$-HExkES
z6!e0v18HIfG__-CV%2ou#WeB2c%a8bah7twiQ)<JQ4>Y=9>CrcMeqRN_=)QV0_IH=
zBO%63$&d+XY2ifCV*<p*6NP^t;0qJQ*872{CW`YceQ~15WDCosi#Mp}pDu!W0z0IO
z;F-YWbm8LyPE8l1M*~-+i$3JHri&+_hkL=>M&Jg>59#7|PppO`GQ{7ZCc5>~!Zo`^
z(xp-#?7FQ&^)=5-aSMf{EwQza)<7D(L*|{BWlgBP!!nX5^cA0&vBPNyUY}q!c0`tl
z>kH?s#)g(w_(qlpPPV<eGc(i<)SYEZ1H_gz@Ug!#b8dRg%dhOI|Ca2vDE!XIjH|mU
zo0q*|vlny3s($e7R*rZg@1H!hi-(pDsOEVhdo1*%8N2wMy%}0MCgd2f+hWyP+DT&F
z07TSw#U3}(^qn5L2Z-!&Q7{l?XHFJ{99*`IyYVhJ?fR|37HYRbihb-)=WLl>baH-^
z2gb-~V*f5%sWlGn-SYb4`9azQX;-%TcRK0Lu>I3u79S4A5+=vc-A%LGA_uD+q(1i7
zdTJ!E9ebjG4c_wQ$r|RdG~iPcCr(~ifg_)O@@US&H3Q^m#W{qnVSnMLX7Y;%fBn(x
ztftCma8jdmW|)Ien>|wmXR;GqqF@+CbMP?CG21;UgnP3xt@-%IFl#<)!?hlE$NhV^
zONZ25%ZweKyF+<Vt{<}J?DfE2NbLpm&gmfTABjO_Ey;JSv0kdRl-l*lSXqOiOk>Su
zSuRdu#VDAQYjD|!P|4f=tWoNYdH45TzoI}>!-MeX2`3TpqQ+?Kgm<l!_DW}uJn6bz
z*=%jw6}fhmu8(r5vDdN(k~#C_E+Wft?Do3b%~Atab=B{lBO<<+*5vL&(i!n-Pu3z=
zcv+k1lk(3(S-@x5Tt)H6*qn7)TldArleo(r78DuDJ1H~girZYE3g?QeDO&wV`x{IZ
zPaTca598diRMY-yQ#0?K1wkp@Q_P$wT(9Dxr-<d^Ww+a2%<PEXx#WaeeQS?~J6oa2
zGCuY<rD8t2@8xpyKY6n{=bP#Bzu5TyM>hP@E$)BCrfpBoyCU{ir2c6~kdgWqqmG08
z9*c1UoO}L~f$N*s=Ud-3Tlr+SRck*f^v23B7xueKd6z(w*X=t`mUKQL9>zm&a~HuB
zGS~6(KK7^3zJ9u5O|^Rlem;OvZ%#6+*L>`6rj1?GUOW5ih|k^g)1H05JL~RRH0<eS
zpQrfPpKuGG@>c5=uQ`YO%V{U4@1JyH{l9Xa{gHLe4z%11|NX-JKd~V5qDh;Avj^F!
zcMlT#-2bkPbDnkOQ96d?>A$#dDmJ2jVagtycP&Z(Pp;nnHx4o{@x)9#j^8PMn~5`-
ze+aJ!aPs%@V$tgX?A`Wf0Y`P+dSZUPm;A80@LCk-KH3t+{0v^zM^EhRE6(u@oKFmJ
zB{gP=C`4Hw`{RjqswNFhneZMSJK`Rj`KaZUCF0ZrTBwix8O3$g3lhRc{5{dMj&&|X
zd1a}%Zx;6dQ%l9Eu38;GENAwY3SG~{?g}rT@r4I(xJC0PEk(;jI+T6vj~gEOeD$tc
z^}77%);PILY=uUo{W-+o4jV@8FJDb_YuF!5e57c0+Eve{Z@F_E%f(fewLh`wStG91
z0rjC1ZVme*j7KZ<5uLxvc+s8XTrOf~!!!G{jV~%!yEH4&;@ukKmy2v@MA{#EY+18K
zn7Z`hHn)cTDabK(Z|T+iYTt0@Y+o*3U|IX)kw<S7_&u;=pyAfAKQFo2JNVhROHziq
zbIvapmGj}5{YA<u^*WVo{`-{I+!~cvh<Iw)->^&{{m5@;RzH*A)`(sq^76G#P5jqd
z&*hVWyczlN$A>mO7J9I)sfpWXq3AntmbR?VPU6d_>+-(c=DdN2Z|Fl)<GE#`dI8#E
zf2cCD$BC!6t$AvOTjQR6XO{hTnHb5kj^)-(&_y15CXA}lZkoI7J^Riq+iJPkgR(yM
zXDI9c{BuaZ*CSKiW&1A|=V{&k1m{Qd#&r%^_u&z@#y$Jaw7zn=2%3Yk_Gdkfn6DeB
zE#I)nUG|=RXO=y_Ts(lXKJr_k1^wbqwes<;@u<7(jpgDATDQM0`dDYzh#Y70Lbt{}
z`_8nEzPpXG-uCA)XMR2Y<f59F8}YXRAwi+IEs-fg@Jli+vrzPyi#sdwhicaE%OV3d
zSr1(Hd{{T)$c<j7`53Y-Z`3RHXE9GlKH1^W8{dv}=M35;-hib@`$L)s_jGmo42s_3
z*04Xd`T5PTiJvtthv{is-Ly&g%tJ8jk8?h|A+>&&htghhYn<97`aq-N`579#z_rOt
zkuy(=7YF8P!3{FDT6baRM@O7cr&Yb(hyOJYhr>r`^R<)vFU{9#j~9<$)g1d{uWHqs
qRLsqqoRg9on30?<j_lKXMD?2Gbg|-!7Aj6Xp;g$QS+iW7I{yU+y=Zy>


From f9bd178f0209f92d0ac167a483cb2a6c306ec7a1 Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Tue, 3 Dec 2024 21:36:39 +0530
Subject: [PATCH 32/36] Use MessageApiV2

---
 server/api/chat.ts | 163 +++++++++++++++++++++++++++++++++++----------
 server/server.ts   |   2 +-
 2 files changed, 130 insertions(+), 35 deletions(-)

diff --git a/server/api/chat.ts b/server/api/chat.ts
index 205ffbe0..4967dd56 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -593,6 +593,8 @@ async function* regularRAGPipeline(
   userCtx: string,
   results: VespaSearchResponse,
   modelId: Models,
+  chatExtId: string,
+  currentChatHasAttachments: boolean,
 ): AsyncIterableIterator<ConverseResponse & { citations?: number[] }> {
   const message = input
   const pageSize = 10
@@ -636,14 +638,27 @@ async function* regularRAGPipeline(
   // Step 2: If no answer, perform additional searches and try again
   if (!currentAnswer) {
     for (let offsetMultiplier = 1; offsetMultiplier <= 2; offsetMultiplier++) {
-      const newResults = await searchVespa(
-        message,
-        email,
-        null,
-        null,
-        pageSize,
-        pageSize * offsetMultiplier,
-      )
+      let newResults: VespaSearchResponse
+      // todo for @Saheb
+      // Should the condition (if chat has attachments) determine
+      // whether to use searchVespa or searchVespaWithChatAttachment here?
+      if (currentChatHasAttachments) {
+        newResults = await searchVespaWithChatAttachment(
+          message,
+          email,
+          chatExtId,
+          config.answerPage,
+        )
+      } else {
+        newResults = await searchVespa(
+          message,
+          email,
+          null,
+          null,
+          pageSize,
+          pageSize * offsetMultiplier,
+        )
+      }
 
       answerIterator = answerUsingSearch(message, userCtx, newResults, modelId)
 
@@ -693,6 +708,7 @@ async function* findAnswerWithTimeRangeExpansion(
   userCtx: string,
   userQuery: string,
   maxIterations: number = 3,
+  chatExtId: string,
   messages?: Message[],
 ): AsyncIterableIterator<ConverseResponse & { citations?: number[] }> {
   const pageSize = 6
@@ -719,19 +735,39 @@ async function* findAnswerWithTimeRangeExpansion(
       to: now,
     }
 
+    // Condition to decide if searchVespa function will be used to search or searchVespaWithChatAttachment
+    // If Chat has attachment then we use searchVespaWithChatAttachment, otherwise searchVespa
+
+    // Check if the current chat has attachments
+    const currentChat = await db.transaction(async (tx) => {
+      let currentChat = await getChatByExternalId(tx, chatExtId)
+      return currentChat
+    })
+    const currentChatHasAttachments = currentChat?.hasAttachments
+
     // Search with all current queries
     for (const query of currentQueries) {
-      const results = await searchVespa(
-        query,
-        email,
-        null,
-        null,
-        pageSize,
-        0,
-        timeRange,
-        Array.from(seenDocIds),
-        nonWorkMailLabels,
-      )
+      let results: VespaSearchResponse
+      if (currentChatHasAttachments) {
+        results = await searchVespaWithChatAttachment(
+          query,
+          email,
+          chatExtId,
+          config.answerPage,
+        )
+      } else {
+        results = await searchVespa(
+          query,
+          email,
+          null,
+          null,
+          pageSize,
+          0,
+          timeRange,
+          Array.from(seenDocIds),
+          nonWorkMailLabels,
+        )
+      }
 
       if (results.root.children) {
         results.root.children.forEach((child) => seenDocIds.add(child.id))
@@ -795,17 +831,27 @@ async function* findAnswerWithTimeRangeExpansion(
 
     // At 50% of max iterations, attempt regularRAGPipeline approach
     if (iterations === Math.floor(maxIterations / 2)) {
-      const ragResults = await searchVespa(
-        userQuery,
-        email,
-        null,
-        null,
-        pageSize,
-        0,
-        null,
-        Array.from(seenDocIds),
-        nonWorkMailLabels,
-      )
+      let ragResults: VespaSearchResponse
+      if (currentChatHasAttachments) {
+        ragResults = await searchVespaWithChatAttachment(
+          userQuery,
+          email,
+          chatExtId,
+          config.answerPage,
+        )
+      } else {
+        ragResults = await searchVespa(
+          userQuery,
+          email,
+          null,
+          null,
+          pageSize,
+          0,
+          null,
+          Array.from(seenDocIds),
+          nonWorkMailLabels,
+        )
+      }
 
       const pipelineIterator = regularRAGPipeline(
         email,
@@ -813,6 +859,8 @@ async function* findAnswerWithTimeRangeExpansion(
         userCtx,
         ragResults,
         ragPipelineConfig[RagPipelineStages.AnswerOrSearch].modelId,
+        chatExtId,
+        currentChatHasAttachments,
       )
 
       let pipelineAnswer = ""
@@ -868,6 +916,7 @@ export async function* UnderstandMessageAndAnswer(
   userCtx: string,
   message: string,
   routerResponse: { result: QueryRouterResponse; cost: number },
+  chatExtId: string,
   messages?: Message[],
 ): AsyncIterableIterator<ConverseResponse & { citations?: number[] }> {
   // we are removing the most recent message that was inserted
@@ -893,6 +942,7 @@ export async function* UnderstandMessageAndAnswer(
         userCtx,
         message,
         8,
+        chatExtId,
         messages,
       )
     }
@@ -926,7 +976,7 @@ export const MessageApiV2 = async (c: Context) => {
     const email = sub
     // @ts-ignore
     const body = c.req.valid("query")
-    let { message, chatId, modelId }: MessageReqType = body
+    let { message, chatId, modelId, attachments }: MessageReqType = body
     if (!message) {
       throw new HTTPException(400, {
         message: "Message is required",
@@ -968,6 +1018,7 @@ export const MessageApiV2 = async (c: Context) => {
 
       let [insertedChat, insertedMsg] = await db.transaction(
         async (tx): Promise<[SelectChat, SelectMessage]> => {
+          const attachmentsToBeInserted = JSON.parse(attachments) || []
           const chat = await insertChat(tx, {
             workspaceId: workspace.id,
             workspaceExternalId: workspace.externalId,
@@ -975,6 +1026,7 @@ export const MessageApiV2 = async (c: Context) => {
             email: user.email,
             title,
             attachments: [],
+            hasAttachments: attachmentsToBeInserted?.length > 0 ? true : false,
           })
           const insertedMsg = await insertMessage(tx, {
             chatId: chat.id,
@@ -983,10 +1035,24 @@ export const MessageApiV2 = async (c: Context) => {
             workspaceExternalId: workspace.externalId,
             messageRole: MessageRole.User,
             email: user.email,
-            sources: [],
+            sources: attachmentsToBeInserted, // Adding attachmentMetadata to sources
+            attachments: attachmentsToBeInserted,
             message,
             modelId,
           })
+
+          // Add this to chatAttachments in vespa
+          const chatExtId = chat.externalId
+          const messageExtId = insertedMsg.externalId
+          for (const attachment of attachmentsToBeInserted) {
+            const attachmentId = attachment?.docId
+            await AddChatMessageIdToAttachment(
+              chatAttachmentSchema,
+              attachmentId,
+              chatExtId,
+              messageExtId,
+            )
+          }
           return [chat, insertedMsg]
         },
       )
@@ -995,8 +1061,22 @@ export const MessageApiV2 = async (c: Context) => {
     } else {
       let [existingChat, allMessages, insertedMsg] = await db.transaction(
         async (tx) => {
+          const newAttachments = JSON.parse(attachments) || []
+
+          const oldChat = await getChatByExternalId(db, chatId)
+          const alreadyHasAttachments = oldChat?.hasAttachments
+          const hasAttachmentsNow = newAttachments?.length > 0 ? true : false
+
           // we are updating the chat and getting it's value in one call itself
-          let existingChat = await updateChatByExternalId(db, chatId, {})
+          let existingChat = await updateChatByExternalId(
+            db,
+            chatId,
+            alreadyHasAttachments
+              ? {}
+              : hasAttachmentsNow
+                ? { hasAttachments: hasAttachmentsNow }
+                : {},
+          )
           let allMessages = await getChatMessages(tx, chatId)
           let insertedMsg = await insertMessage(tx, {
             chatId: existingChat.id,
@@ -1005,10 +1085,24 @@ export const MessageApiV2 = async (c: Context) => {
             chatExternalId: existingChat.externalId,
             messageRole: MessageRole.User,
             email: user.email,
-            sources: [],
+            sources: newAttachments, // Adding new attachments metadata
+            attachments: newAttachments,
             message,
             modelId,
           })
+
+          // Add this to chatAttachments in vespa
+          const chatExtId = existingChat.externalId
+          const messageExtId = insertedMsg.externalId
+          for (const attachment of newAttachments) {
+            const attachmentId = attachment?.docId
+            await AddChatMessageIdToAttachment(
+              chatAttachmentSchema,
+              attachmentId,
+              chatExtId,
+              messageExtId,
+            )
+          }
           return [existingChat, allMessages, insertedMsg]
         },
       )
@@ -1051,6 +1145,7 @@ export const MessageApiV2 = async (c: Context) => {
             ctx,
             message,
             routerResp,
+            chat?.externalId,
             messages.map((m) => ({
               role: m.messageRole as ConversationRole,
               content: [{ text: m.message }],
diff --git a/server/server.ts b/server/server.ts
index f8d1b964..e6e6ab88 100644
--- a/server/server.ts
+++ b/server/server.ts
@@ -155,7 +155,7 @@ export const AppRoutes = app
   .post("/chat/rename", zValidator("json", chatRenameSchema), ChatRenameApi)
   .get("/chat/history", zValidator("query", chatHistorySchema), ChatHistory)
   // this is event streaming end point
-  .get("/message/create", zValidator("query", messageSchema), MessageApi)
+  .get("/message/create", zValidator("query", messageSchema), MessageApiV2)
   .get(
     "/message/retry",
     zValidator("query", messageRetrySchema),

From 238708315feab5023ad84946497f909c581d63f8 Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Tue, 3 Dec 2024 21:40:03 +0530
Subject: [PATCH 33/36] Restore MessageApi

---
 server/api/chat.ts | 127 ++++++++++-----------------------------------
 1 file changed, 27 insertions(+), 100 deletions(-)

diff --git a/server/api/chat.ts b/server/api/chat.ts
index 4967dd56..035edb55 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -1289,7 +1289,7 @@ export const MessageApi = async (c: Context) => {
     const email = sub
     // @ts-ignore
     const body = c.req.valid("query")
-    let { message, chatId, modelId, attachments }: MessageReqType = body
+    let { message, chatId, modelId }: MessageReqType = body
     if (!message) {
       throw new HTTPException(400, {
         message: "Message is required",
@@ -1297,17 +1297,33 @@ export const MessageApi = async (c: Context) => {
     }
     message = decodeURIComponent(message)
 
-    const userAndWorkspace = await getUserAndWorkspaceByEmail(
-      db,
-      workspaceId,
-      email,
-    )
-
+    const [userAndWorkspace, results] = await Promise.all([
+      getUserAndWorkspaceByEmail(db, workspaceId, email),
+      searchVespa(
+        message,
+        email,
+        null,
+        null,
+        config.answerPage,
+        0,
+        null,
+        [],
+        nonWorkMailLabels,
+      ),
+    ])
     const { user, workspace } = userAndWorkspace
     let messages: SelectMessage[] = []
     const costArr: number[] = []
     const ctx = userContext(userAndWorkspace)
     let chat: SelectChat
+    const initialContext = cleanContext(
+      results.root.children
+        .map(
+          (v, i) =>
+            `Index ${i} \n ${answerContextMap(v as z.infer<typeof VespaSearchResultsSchema>)}`,
+        )
+        .join("\n"),
+    )
 
     let title = ""
     if (!chatId) {
@@ -1324,7 +1340,6 @@ export const MessageApi = async (c: Context) => {
 
       let [insertedChat, insertedMsg] = await db.transaction(
         async (tx): Promise<[SelectChat, SelectMessage]> => {
-          const attachmentsToBeInserted = JSON.parse(attachments) || []
           const chat = await insertChat(tx, {
             workspaceId: workspace.id,
             workspaceExternalId: workspace.externalId,
@@ -1332,7 +1347,6 @@ export const MessageApi = async (c: Context) => {
             email: user.email,
             title,
             attachments: [],
-            hasAttachments: attachmentsToBeInserted?.length > 0 ? true : false,
           })
           const insertedMsg = await insertMessage(tx, {
             chatId: chat.id,
@@ -1341,24 +1355,10 @@ export const MessageApi = async (c: Context) => {
             workspaceExternalId: workspace.externalId,
             messageRole: MessageRole.User,
             email: user.email,
-            sources: attachmentsToBeInserted, // Adding attachmentMetadata to sources
-            attachments: attachmentsToBeInserted,
+            sources: [],
             message,
             modelId,
           })
-          // Add this to chatAttachments in vespa
-          const chatExtId = chat.externalId
-          const messageExtId = insertedMsg.externalId
-          for (const attachment of attachmentsToBeInserted) {
-            const attachmentId = attachment?.docId
-            await AddChatMessageIdToAttachment(
-              chatAttachmentSchema,
-              attachmentId,
-              chatExtId,
-              messageExtId,
-            )
-          }
-
           return [chat, insertedMsg]
         },
       )
@@ -1367,22 +1367,8 @@ export const MessageApi = async (c: Context) => {
     } else {
       let [existingChat, allMessages, insertedMsg] = await db.transaction(
         async (tx) => {
-          const newAttachments = JSON.parse(attachments) || []
-
-          const oldChat = await getChatByExternalId(db, chatId)
-          const alreadyHasAttachments = oldChat?.hasAttachments
-          const hasAttachmentsNow = newAttachments?.length > 0 ? true : false
-
           // we are updating the chat and getting it's value in one call itself
-          let existingChat = await updateChatByExternalId(
-            db,
-            chatId,
-            alreadyHasAttachments
-              ? {}
-              : hasAttachmentsNow
-                ? { hasAttachments: hasAttachmentsNow }
-                : {},
-          )
+          let existingChat = await updateChatByExternalId(db, chatId, {})
           let allMessages = await getChatMessages(tx, chatId)
           let insertedMsg = await insertMessage(tx, {
             chatId: existingChat.id,
@@ -1391,25 +1377,10 @@ export const MessageApi = async (c: Context) => {
             chatExternalId: existingChat.externalId,
             messageRole: MessageRole.User,
             email: user.email,
-            sources: newAttachments, // Adding new attachments metadata
-            attachments: newAttachments,
+            sources: [],
             message,
             modelId,
           })
-
-          // Add this to chatAttachments in vespa
-          const chatExtId = existingChat.externalId
-          const messageExtId = insertedMsg.externalId
-          for (const attachment of newAttachments) {
-            const attachmentId = attachment?.docId
-            await AddChatMessageIdToAttachment(
-              chatAttachmentSchema,
-              attachmentId,
-              chatExtId,
-              messageExtId,
-            )
-          }
-
           return [existingChat, allMessages, insertedMsg]
         },
       )
@@ -1417,47 +1388,6 @@ export const MessageApi = async (c: Context) => {
       chat = existingChat
     }
 
-    // Condition to decide if searchVespa function will be used to search or searchVespaWithChatAttachment
-    // If Chat has attachment then we use searchVespaWithChatAttachment, otherwise searchVespa
-
-    // Check if the current chat has attachments
-    const currentChat = await db.transaction(async (tx) => {
-      let currentChat = await getChatByExternalId(tx, chat?.externalId)
-      return currentChat
-    })
-    const currentChatHasAttachments = currentChat?.hasAttachments
-
-    let results: VespaSearchResponse
-    if (currentChatHasAttachments) {
-      results = await searchVespaWithChatAttachment(
-        message,
-        email,
-        chat?.externalId,
-        config.answerPage,
-      )
-    } else {
-      results = await searchVespa(
-        message,
-        email,
-        null,
-        null,
-        config.answerPage,
-        0,
-        null,
-        [],
-        nonWorkMailLabels,
-      )
-    }
-
-    const initialContext = cleanContext(
-      results?.root?.children
-        ?.map(
-          (v, i) =>
-            `Index ${i} \n ${answerContextMap(v as z.infer<typeof VespaSearchResultsSchema>)}`,
-        )
-        .join("\n"),
-    )
-
     return streamSSE(
       c,
       async (stream) => {
@@ -1543,7 +1473,7 @@ export const MessageApi = async (c: Context) => {
               citationMap[v] = i
             })
             minimalContextChunks = searchToCitation(
-              results?.root?.children?.filter((_, i) =>
+              results.root.children.filter((_, i) =>
                 currentCitations.includes(i),
               ) as z.infer<typeof VespaSearchResultsSchema>[],
             )
@@ -1588,9 +1518,6 @@ export const MessageApi = async (c: Context) => {
             const allResults = (
               await Promise.all(
                 parsed.rewrittenQueries.map((newQuery: string) =>
-                  // todo for @Saheb
-                  // Should the condition (if chat has attachments) determine
-                  // whether to use searchVespa or searchVespaWithChatAttachment here?
                   searchVespa(
                     newQuery,
                     email,

From 51b8a9fd29155dd04b5b673813efe95847741c9b Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Sun, 19 Jan 2025 16:02:27 +0530
Subject: [PATCH 34/36] Merge main branch

---
 .dockerignore                                 |    5 +-
 .env.template                                 |   25 +
 .github/PULL_REQUEST_TEMPLATE.md              |    5 +
 .github/workflows/tests.yml                   |   30 +
 .gitignore                                    |    5 +-
 .vscode/settings.json                         |    5 +-
 Dockerfile                                    |   51 +-
 Dockerfile-vespa                              |    5 +
 LICENSE                                       |  201 ++
 README.md                                     |   14 +-
 biome.json                                    |    6 +-
 deployment/docker-compose.dev.yml             |   12 +
 deployment/docker-compose.prod.yml            |    6 +
 deployment/docker-compose.selfhost.yml        |   99 +
 deployment/docker-compose.yml                 |   58 +-
 docs/README.md                                |   32 +
 docs/authentication/oauth.mdx                 |   87 +
 docs/authentication/service-accounts.mdx      |   94 +
 .../cloud/aws/aws-deployment-using-env.mdx    |  163 ++
 .../cloud/aws/aws-deployment-with-docker.mdx  |  151 ++
 docs/deployment/self-hosting.mdx              |  123 +
 docs/favicon.svg                              |   49 +
 docs/images/enable-apis1.png                  |  Bin 0 -> 58768 bytes
 docs/images/enable-apis2.png                  |  Bin 0 -> 15412 bytes
 docs/images/enable-apis3.png                  |  Bin 0 -> 124587 bytes
 docs/images/enable-apis4.png                  |  Bin 0 -> 114009 bytes
 docs/images/enable-apis5.png                  |  Bin 0 -> 79597 bytes
 docs/images/enable-apis6.png                  |  Bin 0 -> 30819 bytes
 docs/images/enable-apis7.png                  |  Bin 0 -> 38720 bytes
 docs/images/hero-dark.svg                     |  161 ++
 docs/images/hero-light.svg                    |  155 ++
 docs/images/oauth-1.png                       |  Bin 0 -> 34008 bytes
 docs/images/oauth-2.png                       |  Bin 0 -> 46070 bytes
 docs/images/oauth-3.png                       |  Bin 0 -> 90701 bytes
 docs/images/oauth-4.png                       |  Bin 0 -> 61296 bytes
 docs/images/oauth-5.png                       |  Bin 0 -> 68799 bytes
 docs/images/oauth-6.png                       |  Bin 0 -> 68187 bytes
 docs/images/serv-acc1.png                     |  Bin 0 -> 39926 bytes
 docs/images/serv-acc2.png                     |  Bin 0 -> 46096 bytes
 docs/images/serv-acc3.png                     |  Bin 0 -> 37164 bytes
 docs/images/serv-acc4.png                     |  Bin 0 -> 53189 bytes
 docs/images/serv-acc5.png                     |  Bin 0 -> 55788 bytes
 docs/images/serv-acc6.png                     |  Bin 0 -> 55489 bytes
 docs/introduction.mdx                         |   30 +
 docs/logo/dark.svg                            |   55 +
 docs/logo/light.svg                           |   51 +
 docs/mint.json                                |   76 +
 docs/package-lock.json                        |    6 +
 docs/quickstart.mdx                           |   86 +
 frontend/bun.lockb                            |  Bin 238799 -> 261212 bytes
 frontend/package.json                         |   62 +-
 frontend/src/components/Autocomplete.tsx      |    2 +-
 frontend/src/components/ChatBox.tsx           |    2 +-
 frontend/src/components/HistoryModal.tsx      |  322 ++-
 frontend/src/components/OAuthTab.tsx          |   74 +
 frontend/src/components/SearchBar.tsx         |    3 +-
 frontend/src/components/Sidebar.tsx           |    9 +-
 frontend/src/components/error.tsx             |    6 +
 frontend/src/lib/utils.ts                     |   26 +
 frontend/src/oauth/index.ts                   |    3 +-
 frontend/src/routeTree.gen.ts                 |  164 +-
 frontend/src/routes/_authenticated.tsx        |    2 +
 .../_authenticated/admin/integrations.tsx     |   94 +-
 .../routes/_authenticated/chat.$chatId.tsx    |    2 +
 frontend/src/routes/_authenticated/chat.tsx   |  621 ++++-
 frontend/src/routes/_authenticated/index.tsx  |   43 +-
 .../routes/_authenticated/integrations.tsx    |  146 +
 frontend/src/routes/_authenticated/search.tsx |   16 +-
 frontend/src/routes/auth.tsx                  |    2 +
 server/ai/contants.ts                         |    6 +
 server/ai/context.ts                          |   60 +-
 server/ai/mappers.ts                          |  237 ++
 server/ai/prompts.ts                          |  795 ++++++
 server/ai/provider/base.ts                    |   39 +
 server/ai/provider/bedrock.ts                 | 1538 +----------
 server/ai/provider/index.ts                   |  895 +++++++
 server/ai/provider/ollama.ts                  |   26 +
 server/ai/provider/openai.ts                  |  106 +
 server/ai/types.ts                            |  159 ++
 server/api/admin.ts                           |    1 +
 server/api/chat.ts                            | 2361 ++++++++---------
 server/api/oauth.ts                           |    1 +
 server/api/search.ts                          |   16 +-
 server/bun.lockb                              |  Bin 206723 -> 220151 bytes
 server/config.ts                              |   11 +-
 server/db/chat.ts                             |   49 +
 server/db/connector.ts                        |    1 +
 server/db/oauthProvider.ts                    |    1 +
 server/db/schema.ts                           |    4 +-
 server/docker-init.sh                         |   48 +
 server/eval/README.md                         |   15 +
 server/eval/getNanoBeir.py                    |   53 +
 server/init-script.sh                         |   51 +
 server/init-vespa.sh                          |    6 +-
 server/integrations/google/gmail-worker.ts    |    6 +-
 server/integrations/google/gmail/index.ts     |    1 +
 server/integrations/google/index.ts           |   63 +-
 server/integrations/google/sync.ts            |  184 +-
 server/integrations/google/utils.ts           |    4 +-
 server/logger/index.ts                        |    5 -
 ...ide_cyclops.sql => 0000_early_warlock.sql} |   79 +-
 server/migrations/0001_dark_maddog.sql        |    2 +
 server/migrations/0001_rich_jack_murdock.sql  |    4 -
 server/migrations/0002_lyrical_sauron.sql     |    1 -
 server/migrations/0003_little_reaper.sql      |    1 -
 server/migrations/0004_great_spectrum.sql     |    1 -
 server/migrations/0005_military_gideon.sql    |    1 -
 .../migrations/0006_fat_infant_terrible.sql   |    1 -
 .../migrations/0007_colorful_titanium_man.sql |    2 -
 server/migrations/0007_tense_shadowcat.sql    |   68 -
 .../migrations/0008_plain_william_stryker.sql |    2 -
 .../migrations/0009_crazy_madelyne_pryor.sql  |    1 -
 server/migrations/0010_regular_vermin.sql     |    1 -
 server/migrations/0011_fine_echo.sql          |    1 -
 server/migrations/0011_slim_vengeance.sql     |    1 -
 .../migrations/0012_swift_captain_britain.sql |    1 -
 server/migrations/0013_calm_ironclad.sql      |    1 -
 server/migrations/0014_silly_doctor_doom.sql  |    1 -
 server/migrations/meta/0000_snapshot.json     |  323 ++-
 server/migrations/meta/0001_snapshot.json     |  505 +++-
 server/migrations/meta/0002_snapshot.json     |  782 ------
 server/migrations/meta/0003_snapshot.json     |  789 ------
 server/migrations/meta/0004_snapshot.json     |  789 ------
 server/migrations/meta/0005_snapshot.json     |  789 ------
 server/migrations/meta/0006_snapshot.json     |  795 ------
 server/migrations/meta/0007_snapshot.json     | 1062 --------
 server/migrations/meta/0008_snapshot.json     | 1062 --------
 server/migrations/meta/0009_snapshot.json     | 1057 --------
 server/migrations/meta/0010_snapshot.json     | 1063 --------
 server/migrations/meta/0011_snapshot.json     | 1064 --------
 server/migrations/meta/0012_snapshot.json     | 1070 --------
 server/migrations/meta/0013_snapshot.json     | 1188 ---------
 server/migrations/meta/0014_snapshot.json     | 1195 ---------
 server/migrations/meta/_journal.json          |   99 +-
 server/migrations/relations.ts                |   63 -
 server/migrations/schema.ts                   |  261 --
 server/package.json                           |   37 +-
 server/queue/index.ts                         |    1 +
 server/search/mappers.ts                      |   36 +
 server/search/types.ts                        |   13 +-
 server/search/vespa.ts                        |  530 +---
 server/search/vespaClient.ts                  |  642 +++++
 server/server.ts                              |   23 +-
 server/setup-docker.sh                        |   25 +
 server/shared/types.ts                        |    8 +
 server/tests/citations.test.ts                |   96 +
 server/tests/fetchRetry.test.ts               |  155 ++
 server/tests/hybridDefaultYQL.test.ts         |  154 ++
 server/tsconfig.json                          |    2 +-
 server/types.ts                               |    8 -
 server/utils.ts                               |   25 +
 server/utils/index.ts                         |   20 +
 server/vespa/deploy-docker.sh                 |   58 +
 server/vespa/deploy-pod.sh                    |   34 +
 server/vespa/deploy.sh                        |   37 +-
 server/vespa/replaceDIMS.ts                   |   54 +
 server/vespa/schemas/event.sd                 |   16 +-
 server/vespa/schemas/file.sd                  |    6 +-
 server/vespa/schemas/mail.sd                  |    4 +-
 server/vespa/services.xml                     |   13 +-
 server/vespa/validation-overrides.xml         |    4 +-
 start-aws-linux.sh                            |   94 +
 162 files changed, 9403 insertions(+), 17004 deletions(-)
 create mode 100644 .env.template
 create mode 100644 .github/PULL_REQUEST_TEMPLATE.md
 create mode 100644 .github/workflows/tests.yml
 create mode 100644 Dockerfile-vespa
 create mode 100644 LICENSE
 create mode 100644 deployment/docker-compose.selfhost.yml
 create mode 100644 docs/README.md
 create mode 100644 docs/authentication/oauth.mdx
 create mode 100644 docs/authentication/service-accounts.mdx
 create mode 100644 docs/deployment/cloud/aws/aws-deployment-using-env.mdx
 create mode 100644 docs/deployment/cloud/aws/aws-deployment-with-docker.mdx
 create mode 100644 docs/deployment/self-hosting.mdx
 create mode 100644 docs/favicon.svg
 create mode 100644 docs/images/enable-apis1.png
 create mode 100644 docs/images/enable-apis2.png
 create mode 100644 docs/images/enable-apis3.png
 create mode 100644 docs/images/enable-apis4.png
 create mode 100644 docs/images/enable-apis5.png
 create mode 100644 docs/images/enable-apis6.png
 create mode 100644 docs/images/enable-apis7.png
 create mode 100644 docs/images/hero-dark.svg
 create mode 100644 docs/images/hero-light.svg
 create mode 100644 docs/images/oauth-1.png
 create mode 100644 docs/images/oauth-2.png
 create mode 100644 docs/images/oauth-3.png
 create mode 100644 docs/images/oauth-4.png
 create mode 100644 docs/images/oauth-5.png
 create mode 100644 docs/images/oauth-6.png
 create mode 100644 docs/images/serv-acc1.png
 create mode 100644 docs/images/serv-acc2.png
 create mode 100644 docs/images/serv-acc3.png
 create mode 100644 docs/images/serv-acc4.png
 create mode 100644 docs/images/serv-acc5.png
 create mode 100644 docs/images/serv-acc6.png
 create mode 100644 docs/introduction.mdx
 create mode 100644 docs/logo/dark.svg
 create mode 100644 docs/logo/light.svg
 create mode 100644 docs/mint.json
 create mode 100644 docs/package-lock.json
 create mode 100644 docs/quickstart.mdx
 create mode 100644 frontend/src/components/OAuthTab.tsx
 create mode 100644 frontend/src/components/error.tsx
 create mode 100644 frontend/src/routes/_authenticated/integrations.tsx
 create mode 100644 server/ai/contants.ts
 create mode 100644 server/ai/mappers.ts
 create mode 100644 server/ai/prompts.ts
 create mode 100644 server/ai/provider/base.ts
 create mode 100644 server/ai/provider/ollama.ts
 create mode 100644 server/ai/types.ts
 create mode 100755 server/docker-init.sh
 create mode 100644 server/eval/getNanoBeir.py
 create mode 100644 server/init-script.sh
 rename server/migrations/{0000_wide_cyclops.sql => 0000_early_warlock.sql} (72%)
 create mode 100644 server/migrations/0001_dark_maddog.sql
 delete mode 100644 server/migrations/0001_rich_jack_murdock.sql
 delete mode 100644 server/migrations/0002_lyrical_sauron.sql
 delete mode 100644 server/migrations/0003_little_reaper.sql
 delete mode 100644 server/migrations/0004_great_spectrum.sql
 delete mode 100644 server/migrations/0005_military_gideon.sql
 delete mode 100644 server/migrations/0006_fat_infant_terrible.sql
 delete mode 100644 server/migrations/0007_colorful_titanium_man.sql
 delete mode 100644 server/migrations/0007_tense_shadowcat.sql
 delete mode 100644 server/migrations/0008_plain_william_stryker.sql
 delete mode 100644 server/migrations/0009_crazy_madelyne_pryor.sql
 delete mode 100644 server/migrations/0010_regular_vermin.sql
 delete mode 100644 server/migrations/0011_fine_echo.sql
 delete mode 100644 server/migrations/0011_slim_vengeance.sql
 delete mode 100644 server/migrations/0012_swift_captain_britain.sql
 delete mode 100644 server/migrations/0013_calm_ironclad.sql
 delete mode 100644 server/migrations/0014_silly_doctor_doom.sql
 delete mode 100644 server/migrations/meta/0002_snapshot.json
 delete mode 100644 server/migrations/meta/0003_snapshot.json
 delete mode 100644 server/migrations/meta/0004_snapshot.json
 delete mode 100644 server/migrations/meta/0005_snapshot.json
 delete mode 100644 server/migrations/meta/0006_snapshot.json
 delete mode 100644 server/migrations/meta/0007_snapshot.json
 delete mode 100644 server/migrations/meta/0008_snapshot.json
 delete mode 100644 server/migrations/meta/0009_snapshot.json
 delete mode 100644 server/migrations/meta/0010_snapshot.json
 delete mode 100644 server/migrations/meta/0011_snapshot.json
 delete mode 100644 server/migrations/meta/0012_snapshot.json
 delete mode 100644 server/migrations/meta/0013_snapshot.json
 delete mode 100644 server/migrations/meta/0014_snapshot.json
 delete mode 100644 server/migrations/relations.ts
 delete mode 100644 server/migrations/schema.ts
 create mode 100644 server/search/vespaClient.ts
 create mode 100644 server/setup-docker.sh
 create mode 100644 server/tests/citations.test.ts
 create mode 100644 server/tests/fetchRetry.test.ts
 create mode 100644 server/tests/hybridDefaultYQL.test.ts
 create mode 100644 server/utils/index.ts
 create mode 100755 server/vespa/deploy-docker.sh
 create mode 100755 server/vespa/deploy-pod.sh
 create mode 100644 server/vespa/replaceDIMS.ts
 create mode 100755 start-aws-linux.sh

diff --git a/.dockerignore b/.dockerignore
index 6d20dd70..5118d306 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -1,5 +1,8 @@
 node_modules
-frontend/node_modules
+**/node_modules
+.git
+.github/
+docs
 .env.development
 server/vespa-data
 server/xyne-data
diff --git a/.env.template b/.env.template
new file mode 100644
index 00000000..27468b4b
--- /dev/null
+++ b/.env.template
@@ -0,0 +1,25 @@
+ENCRYPTION_KEY=
+SERVICE_ACCOUNT_ENCRYPTION_KEY=
+JWT_SECRET=
+
+## Google ENVs ##
+GOOGLE_CLIENT_ID=
+GOOGLE_CLIENT_SECRET=
+GOOGLE_REDIRECT_URI=
+GOOGLE_PROD_REDIRECT_URI=
+
+## App ENVs ## [ Use : 0.0.0.0 for locally running prod and container names for docker]
+DATABASE_HOST=0.0.0.0
+VESPA_HOST=0.0.0.0
+## Add your  host URL
+HOST=
+
+## AWS ENVs ##
+AWS_ACCESS_KEY=
+AWS_SECRET_KEY= 
+
+# OPEN API KEY [Optional]
+OPENAI_API_KEY=
+
+# EMBEDDING MODEL FOR VESPA[Optional]
+EMBEDDING_MODEL=
\ No newline at end of file
diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
new file mode 100644
index 00000000..cd3a8bd7
--- /dev/null
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -0,0 +1,5 @@
+# why
+
+# what changed
+
+# test plan
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
new file mode 100644
index 00000000..041e5321
--- /dev/null
+++ b/.github/workflows/tests.yml
@@ -0,0 +1,30 @@
+name: tests
+
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+    branches:
+      - main
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v2
+
+      - name: Setup Bun
+        uses: oven-sh/setup-bun@v2
+        with:
+          bun-version: latest
+      
+      - name: Install Dependencies (Server)
+        working-directory: ./server
+        run: bun install
+      - name: Run tests
+        run: bun test
+        env:
+          ENCRYPTION_KEY: ${{ secrets.ENCRYPTION_KEY }}
+          SERVICE_ACCOUNT_ENCRYPTION_KEY: ${{ secrets.SERVICE_ACCOUNT_ENCRYPTION_KEY }}
diff --git a/.gitignore b/.gitignore
index eeeb71b5..a86b6939 100644
--- a/.gitignore
+++ b/.gitignore
@@ -181,6 +181,8 @@ data
 xyne-data
 vespa-data
 vespa-logs
+server/vespa-data
+server/xyne-data
 
 .env.production
 
@@ -193,5 +195,6 @@ server/vespa/models/
 
 # downloads like pdfs
 server/downloads
-server/vespa/models
 build
+server/eval-results
+server/.venv/*
diff --git a/.vscode/settings.json b/.vscode/settings.json
index af93ab55..003b8475 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -3,5 +3,8 @@
   "[typescript]": {
     "editor.defaultFormatter": "biomejs.biome"
   },
-  "biome.lspBin": "./server/node_modules/@biomejs/biome/bin/biome"
+  "biome.lspBin": "./server/node_modules/@biomejs/biome/bin/biome",
+  "[xml]": {
+    "editor.defaultFormatter": "redhat.vscode-xml"
+  }
 }
diff --git a/Dockerfile b/Dockerfile
index d9dbb45e..b133be3d 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,31 +1,50 @@
 # Use the official Bun image
 FROM oven/bun:1 AS base
+
 WORKDIR /usr/src/app
 
-# Install backend dependencies
+# Copy all files into the container
+COPY . .
+
+# Switch to server directory and install backend dependencies
 WORKDIR /usr/src/app/server
-COPY server/package.json server/bun.lockb ./
-RUN bun install --frozen-lockfile
+RUN bun install
+RUN chmod +x docker-init.sh 
 
-# Install frontend dependencies
-WORKDIR /usr/src/app/frontend
-COPY frontend/package.json frontend/bun.lockb ./
-RUN bun install --frozen-lockfile
 
-# Copy the entire project (excluding files listed in .dockerignore)
-WORKDIR /usr/src/app
-COPY . .
+# Install dependencies and build the frontend
+WORKDIR /usr/src/app/frontend
+RUN bun install
+RUN bun run build
 
-# [optional] tests & build for both backend and frontend
+# Set the environment as production
 ENV NODE_ENV=production
-# RUN bun test
-# RUN bun run build
+
+# Install required tools and vespa CLI
+USER root
+RUN apt-get update && apt-get install -y \
+    wget \
+    curl \
+    tar \
+    && wget https://github.com/vespa-engine/vespa/releases/download/v8.453.24/vespa-cli_8.453.24_linux_amd64.tar.gz \
+    && tar -xzf vespa-cli_8.453.24_linux_amd64.tar.gz \
+    && mv vespa-cli_8.453.24_linux_amd64/bin/vespa /usr/local/bin/ \
+    && rm -rf vespa-cli_8.453.24_linux_amd64 vespa-cli_8.453.24_linux_amd64.tar.gz \
+    && apt-get clean && rm -rf /var/lib/apt/lists/*
+
+
+# Set ownership for bun user
+RUN chown -R bun:bun /usr/src/app
 
 # Expose the application port
 EXPOSE 80/tcp
 
-# Run the backend app
-# Set the working directory to the server folder
 WORKDIR /usr/src/app/server
+
+RUN mkdir -p downloads
+
 USER bun
-ENTRYPOINT [ "bun", "run", "server.ts" ]
+
+## A delay of 20 seconds to wait for the other containers to start running and the migrate changes and deploy schema changes
+CMD ["sh", "-c", "sleep 20 && if [ -f /usr/src/app/server/.env ]; then . /usr/src/app/server/.env; fi && bun run generate && bun run migrate && cd /usr/src/app/server/vespa && EMBEDDING_MODEL=$EMBEDDING_MODEL ./deploy-docker.sh && cd /usr/src/app/server/ && bun run server.ts"]
+
diff --git a/Dockerfile-vespa b/Dockerfile-vespa
new file mode 100644
index 00000000..928a3466
--- /dev/null
+++ b/Dockerfile-vespa
@@ -0,0 +1,5 @@
+FROM vespaengine/vespa:latest
+COPY ./server/vespa /opt/vespa/xyne
+
+# Set the working directory to the absolute path
+WORKDIR /opt/vespa/xyne
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 00000000..261eeb9e
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,201 @@
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
+
+      "Licensor" shall mean the copyright owner or entity authorized by
+      the copyright owner that is granting the License.
+
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
+      control with that entity. For the purposes of this definition,
+      "control" means (i) the power, direct or indirect, to cause the
+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
+      exercising permissions granted by this License.
+
+      "Source" form shall mean the preferred form for making modifications,
+      including but not limited to software source code, documentation
+      source, and configuration files.
+
+      "Object" form shall mean any form resulting from mechanical
+      transformation or translation of a Source form, including but
+      not limited to compiled object code, generated documentation,
+      and conversions to other media types.
+
+      "Work" shall mean the work of authorship, whether in Source or
+      Object form, made available under the License, as indicated by a
+      copyright notice that is included in or attached to the work
+      (an example is provided in the Appendix below).
+
+      "Derivative Works" shall mean any work, whether in Source or Object
+      form, that is based on (or derived from) the Work and for which the
+      editorial revisions, annotations, elaborations, or other modifications
+      represent, as a whole, an original work of authorship. For the purposes
+      of this License, Derivative Works shall not include works that remain
+      separable from, or merely link (or bind by name) to the interfaces of,
+      the Work and Derivative Works thereof.
+
+      "Contribution" shall mean any work of authorship, including
+      the original version of the Work and any modifications or additions
+      to that Work or Derivative Works thereof, that is intentionally
+      submitted to Licensor for inclusion in the Work by the copyright owner
+      or by an individual or Legal Entity authorized to submit on behalf of
+      the copyright owner. For the purposes of this definition, "submitted"
+      means any form of electronic, verbal, or written communication sent
+      to the Licensor or its representatives, including but not limited to
+      communication on electronic mailing lists, source code control systems,
+      and issue tracking systems that are managed by, or on behalf of, the
+      Licensor for the purpose of discussing and improving the Work, but
+      excluding communication that is conspicuously marked or otherwise
+      designated in writing by the copyright owner as "Not a Contribution."
+
+      "Contributor" shall mean Licensor and any individual or Legal Entity
+      on behalf of whom a Contribution has been received by Licensor and
+      subsequently incorporated within the Work.
+
+   2. Grant of Copyright License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      copyright license to reproduce, prepare Derivative Works of,
+      publicly display, publicly perform, sublicense, and distribute the
+      Work and such Derivative Works in Source or Object form.
+
+   3. Grant of Patent License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      (except as stated in this section) patent license to make, have made,
+      use, offer to sell, sell, import, and otherwise transfer the Work,
+      where such license applies only to those patent claims licensable
+      by such Contributor that are necessarily infringed by their
+      Contribution(s) alone or by combination of their Contribution(s)
+      with the Work to which such Contribution(s) was submitted. If You
+      institute patent litigation against any entity (including a
+      cross-claim or counterclaim in a lawsuit) alleging that the Work
+      or a Contribution incorporated within the Work constitutes direct
+      or contributory patent infringement, then any patent licenses
+      granted to You under this License for that Work shall terminate
+      as of the date such litigation is filed.
+
+   4. Redistribution. You may reproduce and distribute copies of the
+      Work or Derivative Works thereof in any medium, with or without
+      modifications, and in Source or Object form, provided that You
+      meet the following conditions:
+
+      (a) You must give any other recipients of the Work or
+          Derivative Works a copy of this License; and
+
+      (b) You must cause any modified files to carry prominent notices
+          stating that You changed the files; and
+
+      (c) You must retain, in the Source form of any Derivative Works
+          that You distribute, all copyright, patent, trademark, and
+          attribution notices from the Source form of the Work,
+          excluding those notices that do not pertain to any part of
+          the Derivative Works; and
+
+      (d) If the Work includes a "NOTICE" text file as part of its
+          distribution, then any Derivative Works that You distribute must
+          include a readable copy of the attribution notices contained
+          within such NOTICE file, excluding those notices that do not
+          pertain to any part of the Derivative Works, in at least one
+          of the following places: within a NOTICE text file distributed
+          as part of the Derivative Works; within the Source form or
+          documentation, if provided along with the Derivative Works; or,
+          within a display generated by the Derivative Works, if and
+          wherever such third-party notices normally appear. The contents
+          of the NOTICE file are for informational purposes only and
+          do not modify the License. You may add Your own attribution
+          notices within Derivative Works that You distribute, alongside
+          or as an addendum to the NOTICE text from the Work, provided
+          that such additional attribution notices cannot be construed
+          as modifying the License.
+
+      You may add Your own copyright statement to Your modifications and
+      may provide additional or different license terms and conditions
+      for use, reproduction, or distribution of Your modifications, or
+      for any such Derivative Works as a whole, provided Your use,
+      reproduction, and distribution of the Work otherwise complies with
+      the conditions stated in this License.
+
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
+      except as required for reasonable and customary use in describing the
+      origin of the Work and reproducing the content of the NOTICE file.
+
+   7. Disclaimer of Warranty. Unless required by applicable law or
+      agreed to in writing, Licensor provides the Work (and each
+      Contributor provides its Contributions) on an "AS IS" BASIS,
+      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+      implied, including, without limitation, any warranties or conditions
+      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+      PARTICULAR PURPOSE. You are solely responsible for determining the
+      appropriateness of using or redistributing the Work and assume any
+      risks associated with Your exercise of permissions under this License.
+
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
+      incidental, or consequential damages of any character arising as a
+      result of this License or out of the use or inability to use the
+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
+      has been advised of the possibility of such damages.
+
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
+      and charge a fee for, acceptance of support, warranty, indemnity,
+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
+
+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
+      replaced with your own identifying information. (Don't include
+      the brackets!)  The text should be enclosed in the appropriate
+      comment syntax for the file format. We also recommend that a
+      file or class name and description of purpose be included on the
+      same "printed page" as the copyright notice for easier
+      identification within third-party archives.
+
+   Copyright [yyyy] [name of copyright owner]
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
diff --git a/README.md b/README.md
index 2a3eb2b5..8e783f19 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,7 @@
 # Xyne
 
+[![Release](https://img.shields.io/github/release/xynehq/xyne.svg?style=flat-square)](https://github.com/xynehq/xyne/releases/latest)
+[![License](https://img.shields.io/badge/license-Apache%202.0-blue?style=flat-square)](https://opensource.org/licenses/Apache-2.0)
 ## Search
 once you have a `.env` setup, inside root run
 
@@ -29,9 +31,11 @@ For the watch mode
 ```sh
 bun run dev
 ```
-or 
+
 ```sh
-bun run server.ts
+cd frontend
+bun i
+bun run dev
 ```
 
 
@@ -40,8 +44,4 @@ bun run server.ts
 docker build -t xyne .
 ```
 
-```sh
-cd frontend
-bun i
-bun run dev
-```
+### Deployment
diff --git a/biome.json b/biome.json
index 5106d669..17e4c19f 100644
--- a/biome.json
+++ b/biome.json
@@ -10,7 +10,11 @@
     "ignore": [
       "./frontend/src/routeTree.gen.ts",
       "./server/eval/RAGEval/dataset.json",
-      "./migrations"
+      "./server/vespa/models",
+      "./server/eval/.venv",
+      "./server/.venv",
+      "./migrations",
+      "./server/eval-results"
     ]
   },
   "formatter": {
diff --git a/deployment/docker-compose.dev.yml b/deployment/docker-compose.dev.yml
index 2c842917..4f5f00d8 100644
--- a/deployment/docker-compose.dev.yml
+++ b/deployment/docker-compose.dev.yml
@@ -21,6 +21,12 @@ services:
     image: vespaengine/vespa
     container_name: vespa
     hostname: vespa-container
+    deploy:
+      resources:
+        limits:
+          memory: 20G
+    ulimits:
+      nproc: 409600
     ports:
       - "8080:8080"
       - "19071:19071"
@@ -28,6 +34,12 @@ services:
       - ../server/vespa-data:/opt/vespa/var
     networks:
       - xyne
+    environment:
+      - VESPA_CONFIGSERVER_JVMARGS=-Xms1g -Xmx16g -XX:+UseG1GC -XX:G1HeapRegionSize=32M
+      - VESPA_CONFIGPROXY_JVMARGS=-Xms512m -Xmx8g -XX:+UseG1GC
+
+
+
     restart: always
     logging:
       driver: json-file
diff --git a/deployment/docker-compose.prod.yml b/deployment/docker-compose.prod.yml
index e1b96a19..1fa1e5f8 100644
--- a/deployment/docker-compose.prod.yml
+++ b/deployment/docker-compose.prod.yml
@@ -31,12 +31,17 @@ services:
       - ../server/vespa-logs:/opt/vespa/logs # Ensure correct permissions
     networks:
       - xyne
+    ulimits:
+      nproc: 409600
     restart: always
     logging:
       driver: json-file
       options:
         max-size: "50m"
         max-file: "6"
+    environment:
+      - VESPA_CONFIGSERVER_JVMARGS=-Xms1g -Xmx16g -XX:+UseG1GC -XX:G1HeapRegionSize=32M
+      - VESPA_CONFIGPROXY_JVMARGS=-Xms512m -Xmx8g -XX:+UseG1GC
 
   xyne-db:
     image: postgres
@@ -54,6 +59,7 @@ services:
     restart: always
 networks:
   xyne:
+    driver: bridge
 volumes:
   vespa-data:
     driver: local
diff --git a/deployment/docker-compose.selfhost.yml b/deployment/docker-compose.selfhost.yml
new file mode 100644
index 00000000..4950d1cb
--- /dev/null
+++ b/deployment/docker-compose.selfhost.yml
@@ -0,0 +1,99 @@
+version: "3.9"
+
+services:
+  app:
+    image: xyne
+    container_name: xyne-app
+    build:
+      context: ..
+      dockerfile: Dockerfile
+    ports:
+      - "80:80"
+    depends_on:
+      - xyne-db
+      - vespa
+    environment:
+      DATABASE_HOST: xyne-db
+      VESPA_HOST: vespa
+      HOST: http://localhost:3001/
+      ENCRYPTION_KEY: "ldRWi1hLL8zMT2yxAXwjjTJUYs1ikROLqRxFrs0qpvU=" #DEFAULT_VALUE
+      JWT_SECRET: "ldRWi1hLL8zMT2yxAXwjjTJUYs1ikROLqRxFrs0qpvU=" #DEFAULT_VALUE
+      SERVICE_ACCOUNT_ENCRYPTION_KEY: "ldRWi1hLL8zMT2yxAXwjjTJUYs1ikROLqRxFrs0qpvU=" #DEFAULT_VALUE
+      EMBEDDING_MODEL: "bge-base-en-v1.5"
+
+    networks:
+      - xyne    
+    restart: always
+    logging:
+      driver: json-file
+      options:
+        max-size: "50m"
+        max-file: "6"
+    
+## Temporary fix for vespa permission issues until a better solution is found
+  vespa-init:
+    image: busybox 
+    container_name: vespa-init
+    user: root
+    volumes:
+      - ../server/vespa-data:/opt/vespa/var
+      - ../server/vespa-logs:/opt/vespa/logs
+    command: chown -R 1000:1000 /opt/vespa/var /opt/vespa/logs
+    networks:
+      - xyne
+    
+  vespa:
+    image: vespaengine/vespa
+    container_name: vespa
+    hostname: vespa-container
+    user: "1000:1000"
+    depends_on:
+      vespa-init:
+        condition: service_completed_successfully
+    ports:
+      - "8080:8080"
+      - "19071:19071"
+    volumes:
+      - ../server/vespa-data:/opt/vespa/var
+      - ../server/vespa-logs:/opt/vespa/logs
+    networks:
+      - xyne
+    ulimits:
+      nproc: 409600
+    restart: always
+    logging:
+      driver: json-file
+      options:
+        max-size: "50m"
+        max-file: "6"
+    environment:
+      - VESPA_CONFIGSERVER_JVMARGS=-Xms1g -Xmx16g -XX:+UseG1GC -XX:G1HeapRegionSize=32M
+      - VESPA_CONFIGPROXY_JVMARGS=-Xms512m -Xmx8g -XX:+UseG1GC
+      - VESPA_ALLOW_WRITE_AS_USER=true
+
+  xyne-db:
+    image: postgres
+    container_name: xyne-db
+    environment:
+      POSTGRES_USER: xyne
+      POSTGRES_PASSWORD: xyne
+      POSTGRES_DB: xyne
+    ports:
+      - "${XYNE_DB_PORT:-5432}:5432"
+    volumes:
+      - ../server/xyne-data:/var/lib/postgresql/data
+    networks:
+      - xyne
+    restart: always
+    healthcheck:
+      test: ["CMD-SHELL", "pg_isready -U xyne"]
+      interval: 5s
+      timeout: 5s
+      retries: 5
+
+networks:
+  xyne:
+    driver: bridge
+volumes:
+  vespa-data:
+    driver: local
diff --git a/deployment/docker-compose.yml b/deployment/docker-compose.yml
index d390df93..5fa9d069 100644
--- a/deployment/docker-compose.yml
+++ b/deployment/docker-compose.yml
@@ -8,35 +8,70 @@ services:
       context: ..
       dockerfile: Dockerfile
     ports:
-      - "80:80"
+      - "3001:80"
+
     depends_on:
       - xyne-db
       - vespa
-    env_file:
-      - ../server/.env
+    environment:
+      DATABASE_HOST: xyne-db
+      VESPA_HOST: vespa
+      HOST: http://localhost:3001/
+      ENCRYPTION_KEY: "ldRWi1hLL8zMT2yxAXwjjTJUYs1ikROLqRxFrs0qpvU=" #DEFAULT_VALUE
+      JWT_SECRET: "ldRWi1hLL8zMT2yxAXwjjTJUYs1ikROLqRxFrs0qpvU=" #DEFAULT_VALUE
+      SERVICE_ACCOUNT_ENCRYPTION_KEY: "ldRWi1hLL8zMT2yxAXwjjTJUYs1ikROLqRxFrs0qpvU=" #DEFAULT_VALUE
+      EMBEDDING_MODEL: "bge-base-en-v1.5"
+
     networks:
-      - xyne
+      - xyne    
     restart: always
+    logging:
+      driver: json-file
+      options:
+        max-size: "50m"
+        max-file: "6"
+    
+
+## Temporary fix for vespa permission issues until a better solution is found
+  vespa-init:
+    image: busybox 
+    container_name: vespa-init
+    user: root
+    volumes:
+      - ../server/vespa-data:/opt/vespa/var
+      - ../server/vespa-logs:/opt/vespa/logs
+    command: chown -R 1000:1000 /opt/vespa/var /opt/vespa/logs
+    networks:
+      - xyne
+    
   vespa:
     image: vespaengine/vespa
     container_name: vespa
     hostname: vespa-container
-    # sudo chown -R 1000:1000 ./server/vespa-data
-    user: "1000:1000" # Run as vespa user
+    user: "1000:1000"
+    depends_on:
+      vespa-init:
+        condition: service_completed_successfully
     ports:
       - "8080:8080"
       - "19071:19071"
     volumes:
-      - ../server/vespa-data:/opt/vespa/var # Ensure this directory has correct permissions
-      - ../server/vespa-logs:/opt/vespa/logs # Ensure correct permissions
+      - ../server/vespa-data:/opt/vespa/var
+      - ../server/vespa-logs:/opt/vespa/logs
     networks:
       - xyne
+    ulimits:
+      nproc: 409600
     restart: always
     logging:
       driver: json-file
       options:
         max-size: "50m"
         max-file: "6"
+    environment:
+      - VESPA_CONFIGSERVER_JVMARGS=-Xms1g -Xmx16g -XX:+UseG1GC -XX:G1HeapRegionSize=32M
+      - VESPA_CONFIGPROXY_JVMARGS=-Xms512m -Xmx8g -XX:+UseG1GC
+      - VESPA_ALLOW_WRITE_AS_USER=true
 
   xyne-db:
     image: postgres
@@ -52,8 +87,15 @@ services:
     networks:
       - xyne
     restart: always
+    healthcheck:
+      test: ["CMD-SHELL", "pg_isready -U xyne"]
+      interval: 5s
+      timeout: 5s
+      retries: 5
+
 networks:
   xyne:
+    driver: bridge
 volumes:
   vespa-data:
     driver: local
diff --git a/docs/README.md b/docs/README.md
new file mode 100644
index 00000000..4cbe0750
--- /dev/null
+++ b/docs/README.md
@@ -0,0 +1,32 @@
+# Mintlify Starter Kit
+
+Click on `Use this template` to copy the Mintlify starter kit. The starter kit contains examples including
+
+- Guide pages
+- Navigation
+- Customizations
+- API Reference pages
+- Use of popular components
+
+### Development
+
+Install the [Mintlify CLI](https://www.npmjs.com/package/mintlify) to preview the documentation changes locally. To install, use the following command
+
+```
+npm i -g mintlify
+```
+
+Run the following command at the root of your documentation (where mint.json is)
+
+```
+mintlify dev
+```
+
+### Publishing Changes
+
+Install our Github App to auto propagate changes from your repo to your deployment. Changes will be deployed to production automatically after pushing to the default branch. Find the link to install on your dashboard. 
+
+#### Troubleshooting
+
+- Mintlify dev isn't running - Run `mintlify install` it'll re-install dependencies.
+- Page loads as a 404 - Make sure you are running in a folder with `mint.json`
diff --git a/docs/authentication/oauth.mdx b/docs/authentication/oauth.mdx
new file mode 100644
index 00000000..5c7e0bdf
--- /dev/null
+++ b/docs/authentication/oauth.mdx
@@ -0,0 +1,87 @@
+---
+title: 'OAuth'
+description: 'Oauth Authorization'
+icon: 'lock'
+---
+
+## Setting up a project in Google Cloud Console
+Create a new project in [Google Cloud Console](https://console.cloud.google.com/projectcreate) 
+<img height="200" src="../images/oauth-1.png" />
+
+
+### Setting up the Oauth Consent Screen
+Navigate to the Oauth Consent Screen in the Sidebar of your Google Cloud Console : 
+<img height="200" src="../images/oauth-2.png" />
+
+Under ```OAuth Consent``` screen select either Internal or External, depending on your requirement : 
+
+ - Since you're in a Google Workspace, you should choose ```Internal```
+Click on ```Create```
+
+Under the ```App Information``` Section, fill out the details :
+ - Provide a Name for the app (For ex: Xyne)
+ - Provide a User Support email (For ex: your-email@gmail.com)
+ - Upload an App Logo (if needed)
+ - Put your domain under ```Authorised``` domain (You can choose to go ahead with your localhost or AWS IP Address)
+ - Add Developer contact information (For ex: your-email@gmail.com)
+
+ Click ```Save and Continue```
+
+Under the ```Scopes``` section, you can choose to add the basic scopes ,
+ - ```.../auth/userinfo.email``` 
+ - ```.../auth/userinfo.profile```
+ - ```openid```
+
+Leave the next page ,i.e. ```Test users``` blank.
+This concludes the setting-up of your Oauth Consent Screen
+
+### Setting up the OAuth Credentials
+Furthermore Under APIs and Services section,
+<img height="200" src="../images/oauth-4.png" />
+- Navigate to the Credentials Section in the sidebar, and click on  ```+CREATE CREDENTIALS ```. 
+Under that select the ```OAuth client ID``` option. 
+<img height="200" src="../images/oauth-5.png" />
+
+- Add the type as ```Web Application```, and give it a name (For ex: Xyne)
+<img height="200" src="../images/oauth-6.png" />
+
+- Add a Authorized JavaScript origins as:
+    - ```http://localhost:3000``` for local or replace with ```http://<YOUR_AWS_EC2_IPv4_DNS>``` for production.
+
+- Add a Authorized redirect URIs as:
+    - ```http://localhost:3000/V1/auth/callback``` for local setup or ```https://<YOUR_AWS_EC2_IPv4_DNS>/v1/auth/callback``` for production.
+
+Click ```CREATE``` and make sure save the Client ID and Client Secret for putting it in the [```.env``` of the application](https://xyne.mintlify.app/deployment/aws/aws-deployment#setup-environment-variables)
+
+
+## Enabling APIs
+The last step is to enable the APIs is needed for the app.
+- From the menu in the side bar, under APIs and Services section select the ```Enabled APIs & Services```.
+<img height="200" src="../images/enable-apis1.png" />
+- In the ```Enabled APIs & Services``` page, click on the ```+ Enable APIs & Services```.
+<img height="200" src="../images/enable-apis2.png" />
+- You will now see a search box where you can search for the specific API that you want to enable. (For example :  Google Deive API)
+<img height="200" src="../images/enable-apis3.png" />
+- Once you search for an API, you will find a list of APIs. 
+<img height="200" src="../images/enable-apis4.png" />
+- From the list of APIs, select the API that you want to enable. And then click on ```Enable``` in the API page.
+<img height="200" src="../images/enable-apis5.png" />
+- Once the API is enabled, you will see that the Enable button noe changes to Manage. This means that the API has been enabled.
+<img height="200" src="../images/enable-apis6.png" />
+- When you go back to the ```Enabled APIs & Services``` page, you will see that the enabled API has appeared in the list.
+<img height="200" src="../images/enable-apis7.png" />
+
+Following the same steps above, enable the following APIs : 
+ - [Google Drive](https://console.cloud.google.com/apis/library/drive.googleapis.com)
+ - [Google Calendar](https://console.cloud.google.com/apis/library/calendar-json.googleapis.com)
+ - [Google Slides](https://console.cloud.google.com/apis/library/slides.googleapis.com)
+ - [Google Docs](https://console.cloud.google.com/apis/library/docs.googleapis.com)
+ - [Google Sheets](https://console.cloud.google.com/apis/library/sheets.googleapis.com)
+ - [Gmail](https://console.cloud.google.com/apis/library/gmail.googleapis.com)
+ - [Contacts](https://console.cloud.google.com/apis/library/contacts.googleapis.com)
+ - [People](https://console.cloud.google.com/apis/library/people.googleapis.com)
+
+
+This concludes the set-up process of Google Oauth.
+
+
diff --git a/docs/authentication/service-accounts.mdx b/docs/authentication/service-accounts.mdx
new file mode 100644
index 00000000..9873e7ac
--- /dev/null
+++ b/docs/authentication/service-accounts.mdx
@@ -0,0 +1,94 @@
+---
+title: 'Service Account'
+description: 'Setting up login via Google Service Account'
+icon: 'gear-code'
+---
+## Setting up a project in Google Cloud Console
+Create a new project in [Google Cloud Console](https://console.cloud.google.com/projectcreate) 
+<img height="200" src="../images/oauth-1.png" />
+
+### Setting up the Oauth Consent Screen
+Navigate to the Oauth Consent Screen in the Sidebar of your Google Cloud Console : 
+<img height="200" src="../images/oauth-2.png" />
+
+Under ```OAuth Consent``` screen select either Internal or External, depending on your requirement : 
+
+ - Since you're in a Google Workspace, you should choose ```Internal```
+
+Click on ```Create```
+
+Under the ```App Information``` Section, fill out the details :
+ - Provide a Name for the app (For ex: Xyne)
+ - Provide a User Support email (For ex: your-email@gmail.com)
+ - Upload an App Logo (if needed)
+ - Put your domain under ```Authorised``` domain (You can choose to go ahead with your localhost or AWS IP Address)
+ - Add Developer contact information (For ex: your-email@gmail.com)
+
+ Click ```Save and Continue```
+
+Under the ```Scopes``` section, you can choose to add the basic scopes ,
+ - ```.../auth/userinfo.email``` 
+ - ```.../auth/userinfo.profile```
+ - ```openid```
+
+Leave the next page ,i.e. ```Test users``` blank.
+This concludes the setting-up of your Oauth Consent Screen
+
+### Setting up the Service Account Credentials
+
+Furthermore Under APIs and Services section,
+<img height="200" src="../images/oauth-4.png" />
+- Navigate to the Credentials Section in the sidebar, and click on  ```+CREATE CREDENTIALS ```. 
+Under that select the ```Service Account``` option. 
+<img height="200" src="../images/oauth-5.png" />
+
+- Under the Service Account Details section, provide an account name. 
+- The Service Account ID will be automatically generated with the given name.
+- You can choose to give a description of the account if you choose to.
+- Click on continue.
+<img height="200" src="../images/serv-acc1.png" />
+
+- Grant the role of ```owner``` in the account. 
+- Click on continue.
+<img height="200" src="../images/serv-acc2.png" />
+
+- Optionally you can allow a list of users to access the service account:
+<img height="200" src="../images/serv-acc3.png" />
+
+- Click on ```Done```
+
+- Once the service account has been created, you'll be able to see it under the ```Service Accounts``` table in the ```Credentials``` section.
+- Click on the email generated by the service account.
+- Navigate to the ```keys``` tab.
+- Click on ```ADD KEY```, followed by clicking on ```Create New Key```
+<img height="200" src="../images/serv-acc4.png" />
+- Choose the ```json``` option for downloading the key file, and click on ```Create```.
+<img height="200" src="../images/serv-acc5.png" />
+- Once the key file has been created, choose a reliable location to downloading the key file, this will be used for putting it in the [```.env``` of the application](https://xyne.mintlify.app/deployment/aws/aws-deployment#setup-environment-variables)
+
+## Enabling APIs
+The last step is to enable the APIs is needed for the app.
+- From the menu in the side bar, under APIs and Services section select the ```Enabled APIs & Services```.
+<img height="200" src="../images/enable-apis1.png" />
+- In the ```Enabled APIs & Services``` page, click on the ```+ Enable APIs & Services```.
+<img height="200" src="../images/enable-apis2.png" />
+- You will now see a search box where you can search for the specific API that you want to enable. (For example :  Google Deive API)
+<img height="200" src="../images/enable-apis3.png" />
+- Once you search for an API, you will find a list of APIs. 
+<img height="200" src="../images/enable-apis4.png" />
+- From the list of APIs, select the API that you want to enable. And then click on ```Enable``` in the API page.
+<img height="200" src="../images/enable-apis5.png" />
+- Once the API is enabled, you will see that the Enable button noe changes to Manage. This means that the API has been enabled.
+<img height="200" src="../images/enable-apis6.png" />
+- When you go back to the ```Enabled APIs & Services``` page, you will see that the enabled API has appeared in the list.
+<img height="200" src="../images/enable-apis7.png" />
+
+Following the same steps above, enable the following APIs : 
+ - [Google Drive](https://console.cloud.google.com/apis/library/drive.googleapis.com)
+ - [Google Calendar](https://console.cloud.google.com/apis/library/calendar-json.googleapis.com)
+ - [Google Slides](https://console.cloud.google.com/apis/library/slides.googleapis.com)
+ - [Google Docs](https://console.cloud.google.com/apis/library/docs.googleapis.com)
+ - [Google Sheets](https://console.cloud.google.com/apis/library/sheets.googleapis.com)
+ - [Gmail](https://console.cloud.google.com/apis/library/gmail.googleapis.com)
+ - [Contacts](https://console.cloud.google.com/apis/library/contacts.googleapis.com)
+ - [People](https://console.cloud.google.com/apis/library/people.googleapis.com)
diff --git a/docs/deployment/cloud/aws/aws-deployment-using-env.mdx b/docs/deployment/cloud/aws/aws-deployment-using-env.mdx
new file mode 100644
index 00000000..6fad3bd2
--- /dev/null
+++ b/docs/deployment/cloud/aws/aws-deployment-using-env.mdx
@@ -0,0 +1,163 @@
+---
+title: 'EC2 Instance'
+description: 'Deploying Xyne on AWS'
+icon: 'aws'
+---
+
+<Tip>We recommend using EC2 Instance for the deployment as it is the simplest to set-up.</Tip>
+
+If you want to deploy Xyne on AWS instead of your local machine, this guide will give you a detailed guide to do so.
+Follow the steps listed below to get started : 
+
+<Note>This guide focuses on deploying the application using docker image and ec2 instance combined.</Note>
+
+## Connect to the instance remotely: 
+Once you have your instance up and running, you can use your terminal to connect to your instance remotely. 
+Use this command to connect to your instance : 
+
+```javascript
+ssh -i ~/path/to/your-private-key-file.pem ec2-user@public-ipv4-address [or your-instance-username@public-ipv4-address]
+```
+
+## Install the required dependencies : 
+Deployment of Xyne on AWS EC2 requires the following dependencies to be installed on the instance:
+
+- [Bun](https://bun.sh/docs/installation)
+```javascript
+sudo yum update -y && curl -fsSL https://bun.sh/install | bash 
+source ~/.bashrc
+bun --version
+```
+- [Docker](https://docs.docker.com/engine/install/) & [Docker Compose](https://docs.docker.com/compose/install/)
+```javascript
+sudo yum update -y && sudo yum install -y docker && sudo service docker start && sudo usermod -a -G docker $USER
+curl -s https://api.github.com/repos/docker/compose/releases/latest | grep browser_download_url  | grep docker-compose-linux-x86_64 | cut -d '"' -f 4 | wget -qi -
+chmod +x docker-compose-linux-x86_64 && sudo mv docker-compose-linux-x86_64 /usr/local/bin/docker-compose
+docker-compose --version
+```
+
+<Warning> Remember to exit out of the instance and login again to be able to use docker properly.</Warning>
+
+- [Vespa CLI](https://docs.vespa.ai/en/build-install-vespa.html)
+```javascript
+wget https://github.com/vespa-engine/vespa/releases/download/v8.453.24/vespa-cli_8.453.24_linux_amd64.tar.gz [ you can choose a more recent version]
+tar -xzf vespa-cli_8.453.24_linux_amd64.tar.gz
+sudo mv vespa-cli_8.453.24_linux_amd64/bin/vespa /usr/local/bin/
+vespa version
+```
+
+Once you have installed the dependencies, you can use the following steps to set up the instance.
+
+<Warning>Ensure you have an instance with enough storage to store the dependencies and run the Xyne Application</Warning>
+
+
+## Use Docker To Load the Image : 
+
+Use the following docker command to load the image of Xyne.
+```javascript
+docker load < image-name.tar.gz
+```
+
+## Extract the project
+
+To extract the project, you first need to run the container with the loaded image, and then extract the project : 
+
+- Run the docker container with the image :
+```javascript
+docker run --name your-container-name -p 3000:3000 image-name
+```
+
+- Make a directory called ```xyne``` from your root instance, use the following command :
+```javascript
+sudo mkdir xyne
+```
+
+Use ```docker ps -a``` to check the ID of the container.
+
+- Extract the project inside the ```xyne``` folder, use the following command : 
+```javascript
+docker cp <container:id>:usr/src/app /home/your-instance-username/xyne/search
+```
+#### You can now remove the container : 
+
+ - Stop the conatiner if not already stopped :
+    ```javascript
+    docker stop <container_name_or_id>
+    ```
+ - Remove the container :
+    ```javascript
+    docker rm <container_name_or_id>
+    ```
+
+### Setup Environment variables: 
+Inside the ```server``` folder of the ```xyne/search``` folder, create a ```.env``` file using :
+```javascript
+sudo touch .env
+```
+In the ```.env``` file, you can paste the following :
+
+```javascript .env file
+NOTION_API_KEY=<YOUR_NOTION_SECRET>
+ENCRYPTION_KEY=<YOUR_ENCRYPTION_KEY>
+# If you wish to execute authorization using Service Account then use :
+ SERVICE_ACCOUNT_ENCRYPTION_KEY=<YOUR_SERVICE_ACCOUNT_ENCRYPTION_KEY> 
+# If you wish to execute authorization using Oauth then use :   
+GOOGLE_CLIENT_ID=<YOUR_GOOGLE_CLIENT_ID>
+GOOGLE_CLIENT_SECRET=<YOUR_GOOGLE_CLIENT_SECRET>
+GOOGLE_REDIRECT_URI=http://localhost:3000/v1/auth/callback
+GOOGLE_PROD_REDIRECT_URI=<YOUR_Public_IPv4_DNS_ADDRESS>/v1/auth/callback
+POST_OAUTH_REDIRECT=http://localhost:5173/
+POST_OAUTH_PROD_REDIRECT=<YOUR_Public_IPv4_DNS_ADDRESS>
+JWT_SECRET=<YOUR_JWT_SECRET>
+DATABASE_HOST=0.0.0.0
+VESPA_HOST=0.0.0.0
+AWS_ACCESS_KEY=<YOUR_AWS_ACCESS_KEY>
+AWS_SECRET_KEY=<YOUR_AWS_ACCESS_SECRET>
+OPENAI_API_KEY=<YOUR_OPEN_API_KEY>
+
+```
+
+### Add Environment Variables for Client side
+
+Create a new ```.env.production ```, use the following command : 
+```javascript
+sudo touch .env.production
+```
+Now paste the following inside the ```.env.production``` file : 
+
+```javascript
+ VITE_API_BASE_URL=http://<YOUR_AWS_INSTANCE_IPv4_DNS>
+ VITE_WS_BASE_URL=wss://<YOUR_AWS_INSTANCE_IPv4_DNS>
+```
+Save the file.
+
+### Run the Init script to initialise the application :  
+
+From the root of the instance, use the following commands : 
+```javascript
+./init-script.sh
+```
+
+## Deploy Vespa and Postgres with Docker  :
+
+Navigate to the ```deployment``` folder : 
+```javascript 
+cd xyne/search/deployment
+```
+Once inside the ```deployment``` folder, run the following command to run vespa and postgres in docker :
+```javascript 
+docker-compose -f docker-compose.prod.yml up
+```
+
+### Start the Xyne server
+
+Once vespa has been deployed and the docker is running both Vespa and PostgreSQL containers, it is time to start the Xyne server.
+To do that, navigate back to the ```server``` folder. Once inside the server folder, run the following command : 
+
+```javascript
+sudo NODE_ENV=production $(which bun) run server.ts
+```
+
+Your application is now running and will be available in your EC2 Public IPv4 DNS address.
+
+
diff --git a/docs/deployment/cloud/aws/aws-deployment-with-docker.mdx b/docs/deployment/cloud/aws/aws-deployment-with-docker.mdx
new file mode 100644
index 00000000..7f458c74
--- /dev/null
+++ b/docs/deployment/cloud/aws/aws-deployment-with-docker.mdx
@@ -0,0 +1,151 @@
+---
+title: 'Docker Image'
+description: 'Deploying Xyne on AWS'
+icon: 'docker'
+---
+
+<Tip>We recommend using EC2 Instance for the deployment as it is the simplest to set-up.</Tip>
+
+If you want to deploy Xyne on AWS instead of your local machine, this guide will give you a detailed guide to do so.
+Follow the steps listed below to get started : 
+
+<Note>This guide focuses on deploying the application using docker image only</Note>
+
+## Connect to the instance remotely: 
+Once you have your instance up and running, you can use your terminal to connect to your instance remotely. 
+Use this command to connect to your instance : 
+
+```javascript
+ssh -i ~/path/to/your-private-key-file.pem ec2-user@public-ipv4-address [or your-instance-username@public-ipv4-address]
+```
+
+## Install the required dependencies : 
+Deployment of Xyne on AWS EC2 requires the following dependencies to be installed on the instance:
+
+- [Bun](https://bun.sh/docs/installation)
+```javascript
+sudo yum update -y && curl -fsSL https://bun.sh/install | bash 
+source ~/.bashrc
+bun --version
+```
+- [Docker](https://docs.docker.com/engine/install/) & [Docker Compose](https://docs.docker.com/compose/install/)
+```javascript
+sudo yum update -y && sudo yum install -y docker && sudo service docker start && sudo usermod -a -G docker $USER
+curl -s https://api.github.com/repos/docker/compose/releases/latest | grep browser_download_url  | grep docker-compose-linux-x86_64 | cut -d '"' -f 4 | wget -qi -
+chmod +x docker-compose-linux-x86_64 && sudo mv docker-compose-linux-x86_64 /usr/local/bin/docker-compose
+docker-compose --version
+```
+<Warning> Remember to exit out of the instance and login again to be able to use docker properly.</Warning>
+
+- [Vespa CLI](https://docs.vespa.ai/en/build-install-vespa.html)
+```javascript
+wget https://github.com/vespa-engine/vespa/releases/download/v8.453.24/vespa-cli_8.453.24_linux_amd64.tar.gz [ you can choose a more recent version]
+tar -xzf vespa-cli_8.453.24_linux_amd64.tar.gz
+sudo mv vespa-cli_8.453.24_linux_amd64/bin/vespa /usr/local/bin/
+vespa version
+```
+
+Once you have installed the dependencies, you can use the following steps to set up the instance.
+
+<Warning>Ensure you have an instance with enough storage to store the dependencies and run the Xyne Application</Warning>
+
+
+## Use Docker To Load the Image : 
+
+Use the following docker command to load the image of Xyne.
+```javascript
+docker load < image-name.tar.gz
+```
+
+## Extract the project
+
+To extract the project, you first need to run the container with the loaded image, and then extract the project : 
+
+- Run the docker container with the image :
+```javascript
+docker run --name your-container-name -p 3000:3000 image-name
+```
+
+- Make a directory called ```xyne``` from your root instance, use the following command :
+```javascript
+sudo mkdir xyne
+```
+
+Use ```docker ps -a``` to check the ID of the container.
+
+- Extract the project inside the ```xyne``` folder, use the following command : 
+```javascript
+docker cp <container:id>:usr/src/app /home/your-instance-username/xyne/search
+```
+#### You can now remove the container : 
+
+ - Stop the conatiner if not already stopped :
+    ```javascript
+    docker stop <container_name_or_id>
+    ```
+ - Remove the container :
+    ```javascript
+    docker rm <container_name_or_id>
+    ```
+
+### Setup Environment variables: 
+Inside the ```server``` folder of the ```xyne/search``` folder, create a ```.env``` file using :
+```javascript
+sudo touch .env
+```
+In the ```.env``` file, you can paste the following :
+
+```javascript .env file
+NOTION_API_KEY=<YOUR_NOTION_SECRET>
+ENCRYPTION_KEY=<YOUR_ENCRYPTION_KEY>
+# If you wish to execute authorization using Service Account then use :
+ SERVICE_ACCOUNT_ENCRYPTION_KEY=<YOUR_SERVICE_ACCOUNT_ENCRYPTION_KEY> 
+# If you wish to execute authorization using Oauth then use :   
+GOOGLE_CLIENT_ID=<YOUR_GOOGLE_CLIENT_ID>
+GOOGLE_CLIENT_SECRET=<YOUR_GOOGLE_CLIENT_SECRET>
+GOOGLE_REDIRECT_URI=http://localhost:3000/v1/auth/callback
+GOOGLE_PROD_REDIRECT_URI=<YOUR_Public_IPv4_DNS_ADDRESS>/v1/auth/callback
+POST_OAUTH_REDIRECT=http://localhost:5173/
+POST_OAUTH_PROD_REDIRECT=<YOUR_Public_IPv4_DNS_ADDRESS>
+JWT_SECRET=<YOUR_JWT_SECRET>
+DATABASE_HOST=xyne-db
+VESPA_HOST=vespa
+AWS_ACCESS_KEY=<YOUR_AWS_ACCESS_KEY>
+AWS_SECRET_KEY=<YOUR_AWS_ACCESS_SECRET>
+OPENAI_API_KEY=<YOUR_OPEN_API_KEY>
+
+```
+
+### Set permissions for vespa to run : 
+
+From the root of the instance, use the following commands : 
+```javascript
+./init-vespa.sh
+```
+
+## Deploy Vespa and Postgres with Docker  :
+
+Navigate to the ```deployment``` folder : 
+```javascript 
+cd xyne/search/deployment
+```
+Once inside the ```deployment``` folder, run the following command to run vespa and postgres in docker :
+```javascript 
+docker-compose -f docker-compose.yml up
+```
+
+### Deploy Vespa in your instance : 
+
+Navigate to ```server/vespa``` folder and set-up vespa : 
+
+<Warning> Ensure ```Vespa CLI``` is installed in the instance for it to work.</Warning>
+
+
+```javascript
+./deploy.sh
+```
+
+
+Your application is now running and will be available in your EC2 Public IPv4 DNS address.
+
+
diff --git a/docs/deployment/self-hosting.mdx b/docs/deployment/self-hosting.mdx
new file mode 100644
index 00000000..57923806
--- /dev/null
+++ b/docs/deployment/self-hosting.mdx
@@ -0,0 +1,123 @@
+---
+title: 'Local Setup'
+description: 'Setting up Xyne On Local Machine'
+icon: 'server'
+---
+
+You can easily set-up Xyne to your local machine. Follow the instructions below to  set-up Xyne locally.
+
+Deployment of Xyne on Local Machine requires the following dependencies to be installed:
+
+- [Bun](https://bun.sh/docs/installation)
+```javascript
+sudo yum update -y && curl -fsSL https://bun.sh/install | bash 
+source ~/.bashrc
+bun --version
+```
+- [Docker](https://docs.docker.com/engine/install/) & [Docker Compose](https://docs.docker.com/compose/install/)
+```javascript
+sudo yum update -y && sudo yum install -y docker && sudo service docker start && sudo usermod -a -G docker $USER
+curl -s https://api.github.com/repos/docker/compose/releases/latest | grep browser_download_url  | grep docker-compose-linux-x86_64 | cut -d '"' -f 4 | wget -qi -
+chmod +x docker-compose-linux-x86_64 && sudo mv docker-compose-linux-x86_64 /usr/local/bin/docker-compose
+docker-compose --version
+```
+- [Vespa CLI](https://docs.vespa.ai/en/build-install-vespa.html)
+```javascript
+wget https://github.com/vespa-engine/vespa/releases/download/v8.448.13/vespa-cli_8.448.13_linux_amd64.tar.gz [ you can choose a version suitable with your OS]
+tar -xzf vespa-cli_8.448.13_linux_amd64.tar.gz
+sudo mv vespa-cli_8.448.13_linux_amd64/bin/vespa /usr/local/bin/
+vespa version
+```
+
+
+---
+ Set-Up Xyne Locally
+---
+To Set-Up Xyne, follow the steps listed below :
+
+### Clone the Xyne Repository : 
+
+Run the following command to clone the repository :
+```javascript
+git clone https://github.com/xynehq/xyne.git
+    ```
+
+### Setup Environment variables: 
+Inside the ```server``` folder, create a ```.env``` file using :
+```javascript
+touch .env
+```
+In the ```.env``` file, you can paste the following :
+
+```javascript .env file
+NOTION_API_KEY=<YOUR_NOTION_SECRET>
+ENCRYPTION_KEY=<YOUR_ENCRYPTION_KEY>
+# If you wish to execute authorization using Service Account then use :
+ SERVICE_ACCOUNT_ENCRYPTION_KEY=<YOUR_SERVICE_ACCOUNT_ENCRYPTION_KEY> 
+# If you wish to execute authorization using Oauth then use :   
+GOOGLE_CLIENT_ID=<YOUR_GOOGLE_CLIENT_ID>
+GOOGLE_CLIENT_SECRET=<YOUR_GOOGLE_CLIENT_SECRET>
+GOOGLE_REDIRECT_URI=http://localhost:3000/v1/auth/callback
+POST_OAUTH_REDIRECT=http://localhost:5173/
+JWT_SECRET=<YOUR_JWT_SECRET>
+DATABASE_HOST=xyne-db
+VESPA_HOST=vespa
+OPENAI_API_KEY=<YOUR_OPEN_API_KEY>
+```
+
+### Set up Docker
+
+Navigate to deployment folder : 
+ ```javascript
+cd xyne/search/deployment
+```
+Once inside the deployment folder set up docker by running the follow command : 
+```javascript
+docker-compose -f deployment/docker-compose.dev.yml up
+```
+Running this command will host vespa and postgres containers inside your docker.
+
+# Set permission to run the init-script
+ We first need to set the executable permission to run the init-script, for that, run the following command : 
+ ```javascript
+sudo chmod +x init-script.sh [ For Mac OS and Unix ]
+
+OR 
+
+icacls init-script.sh /grant Everyone:F [If using PowerShell in Windows]
+
+
+```
+
+
+### Run the init-script to initialize the application
+
+Navigate to the server folder using ```cd server``` and run the following commands : 
+
+```javascript
+./init-script.sh
+```
+This will initialise all the dependencies required by the server to run the application successfully, and will also start the server, which will be listening on port ```3000```.
+
+### Start the Xyne client
+To start the client side, navigate to the frontend folder using ``` cd frontend``` and run the following command : 
+
+```javascript
+bun install
+```
+This installs all dependencies required by the client side to run.
+
+Then start the client using the command : 
+
+```javascript
+bun run dev
+```
+
+The app will now be available in port ```5173```.
+
+ [Go to Xyne](http://localhost:5173/)
+----
+
+
+<Tip>In case of any required support, feel free to [Contact Us](mailto:saheb@xynehq.com)</Tip>
+​
diff --git a/docs/favicon.svg b/docs/favicon.svg
new file mode 100644
index 00000000..6a323326
--- /dev/null
+++ b/docs/favicon.svg
@@ -0,0 +1,49 @@
+<svg width="24" height="24" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M7.95343 21.1394C4.89586 21.1304 2.25471 19.458 0.987296 16.2895C-0.280118 13.121 0.108924 9.16314 1.74363 5.61505C4.8012 5.62409 7.44235 7.29648 8.70976 10.465C9.97718 13.6335 9.58814 17.5914 7.95343 21.1394Z" fill="white"/>
+<path d="M7.95343 21.1394C4.89586 21.1304 2.25471 19.458 0.987296 16.2895C-0.280118 13.121 0.108924 9.16314 1.74363 5.61505C4.8012 5.62409 7.44235 7.29648 8.70976 10.465C9.97718 13.6335 9.58814 17.5914 7.95343 21.1394Z" fill="url(#paint0_radial_101_2703)"/>
+<path d="M7.95343 21.1394C4.89586 21.1304 2.25471 19.458 0.987296 16.2895C-0.280118 13.121 0.108924 9.16314 1.74363 5.61505C4.8012 5.62409 7.44235 7.29648 8.70976 10.465C9.97718 13.6335 9.58814 17.5914 7.95343 21.1394Z" fill="black" fill-opacity="0.5" style="mix-blend-mode:hard-light"/>
+<path d="M7.95343 21.1394C4.89586 21.1304 2.25471 19.458 0.987296 16.2895C-0.280118 13.121 0.108924 9.16314 1.74363 5.61505C4.8012 5.62409 7.44235 7.29648 8.70976 10.465C9.97718 13.6335 9.58814 17.5914 7.95343 21.1394Z" fill="url(#paint1_linear_101_2703)" fill-opacity="0.5" style="mix-blend-mode:hard-light"/>
+<path d="M8.68359 10.4755C9.94543 13.63 9.56145 17.5723 7.9354 21.1112C4.89702 21.0957 2.27411 19.4306 1.01347 16.279C-0.248375 13.1245 0.135612 9.18218 1.76165 5.64328C4.80004 5.65883 7.42295 7.32386 8.68359 10.4755Z" stroke="url(#paint2_linear_101_2703)" stroke-opacity="0.05" stroke-width="0.056338"/>
+<path d="M7.31038 21.2574C11.3543 20.2215 14.8836 17.3754 16.6285 13.2361C18.3735 9.09671 17.9448 4.58749 15.8598 0.976291C11.8159 2.01214 8.2866 4.85826 6.54167 8.99762C4.79674 13.137 5.2254 17.6462 7.31038 21.2574Z" fill="white"/>
+<path d="M7.31038 21.2574C11.3543 20.2215 14.8836 17.3754 16.6285 13.2361C18.3735 9.09671 17.9448 4.58749 15.8598 0.976291C11.8159 2.01214 8.2866 4.85826 6.54167 8.99762C4.79674 13.137 5.2254 17.6462 7.31038 21.2574Z" fill="url(#paint3_radial_101_2703)"/>
+<path d="M16.6026 13.2251C14.8642 17.349 11.3512 20.1866 7.32411 21.2248C5.25257 17.624 4.82926 13.1324 6.56764 9.00855C8.30603 4.88472 11.819 2.04706 15.8461 1.00889C17.9176 4.60967 18.3409 9.10131 16.6026 13.2251Z" stroke="url(#paint4_linear_101_2703)" stroke-opacity="0.05" stroke-width="0.056338"/>
+<path d="M7.23368 21.2069C9.78906 23.2373 13.2102 23.9506 16.5772 22.8141C19.9441 21.6775 22.5058 18.9445 23.7304 15.6382C21.175 13.6078 17.7538 12.8944 14.3869 14.031C11.0199 15.1676 8.45822 17.9006 7.23368 21.2069Z" fill="white"/>
+<path d="M7.23368 21.2069C9.78906 23.2373 13.2102 23.9506 16.5772 22.8141C19.9441 21.6775 22.5058 18.9445 23.7304 15.6382C21.175 13.6078 17.7538 12.8944 14.3869 14.031C11.0199 15.1676 8.45822 17.9006 7.23368 21.2069Z" fill="url(#paint5_radial_101_2703)"/>
+<path d="M7.23368 21.2069C9.78906 23.2373 13.2102 23.9506 16.5772 22.8141C19.9441 21.6775 22.5058 18.9445 23.7304 15.6382C21.175 13.6078 17.7538 12.8944 14.3869 14.031C11.0199 15.1676 8.45822 17.9006 7.23368 21.2069Z" fill="black" fill-opacity="0.2" style="mix-blend-mode:hard-light"/>
+<path d="M7.23368 21.2069C9.78906 23.2373 13.2102 23.9506 16.5772 22.8141C19.9441 21.6775 22.5058 18.9445 23.7304 15.6382C21.175 13.6078 17.7538 12.8944 14.3869 14.031C11.0199 15.1676 8.45822 17.9006 7.23368 21.2069Z" fill="url(#paint6_linear_101_2703)" fill-opacity="0.5" style="mix-blend-mode:hard-light"/>
+<path d="M16.5682 22.7874C13.2176 23.9184 9.81361 23.2124 7.2672 21.1975C8.49194 17.9068 11.0444 15.189 14.3959 14.0577C17.7465 12.9266 21.1504 13.6326 23.6968 15.6476C22.4721 18.9383 19.9196 21.656 16.5682 22.7874Z" stroke="url(#paint7_linear_101_2703)" stroke-opacity="0.05" stroke-width="0.056338"/>
+<defs>
+<radialGradient id="paint0_radial_101_2703" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(-3.00503 15.023) rotate(-10.029) scale(17.9572 17.784)">
+<stop stop-color="#00B0BB"/>
+<stop offset="1" stop-color="#00DB65"/>
+</radialGradient>
+<linearGradient id="paint1_linear_101_2703" x1="7.39036" y1="4.81308" x2="1.62975" y2="18.6894" gradientUnits="userSpaceOnUse">
+<stop stop-color="#18E299"/>
+<stop offset="1"/>
+</linearGradient>
+<linearGradient id="paint2_linear_101_2703" x1="7.94816" y1="8.01563" x2="1.7612" y2="18.746" gradientUnits="userSpaceOnUse">
+<stop/>
+<stop offset="1" stop-opacity="0"/>
+</linearGradient>
+<radialGradient id="paint3_radial_101_2703" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(8.11404 20.8822) rotate(-75.7542) scale(21.6246 23.7772)">
+<stop stop-color="#00BBBB"/>
+<stop offset="0.712616" stop-color="#00DB65"/>
+</radialGradient>
+<linearGradient id="paint4_linear_101_2703" x1="7.60205" y1="5.8709" x2="15.5561" y2="16.3719" gradientUnits="userSpaceOnUse">
+<stop/>
+<stop offset="1" stop-opacity="0"/>
+</linearGradient>
+<radialGradient id="paint5_radial_101_2703" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(7.84537 21.5181) rotate(-20.3525) scale(18.5603 17.32)">
+<stop stop-color="#00B0BB"/>
+<stop offset="1" stop-color="#00DB65"/>
+</radialGradient>
+<linearGradient id="paint6_linear_101_2703" x1="16.8078" y1="13.0071" x2="10.0409" y2="22.9937" gradientUnits="userSpaceOnUse">
+<stop stop-color="#00B1BC"/>
+<stop offset="1"/>
+</linearGradient>
+<linearGradient id="paint7_linear_101_2703" x1="16.8078" y1="13.0071" x2="14.1687" y2="23.841" gradientUnits="userSpaceOnUse">
+<stop/>
+<stop offset="1" stop-opacity="0"/>
+</linearGradient>
+</defs>
+</svg>
diff --git a/docs/images/enable-apis1.png b/docs/images/enable-apis1.png
new file mode 100644
index 0000000000000000000000000000000000000000..2b655928f0c36e9f7becd8931f8e852b347803a0
GIT binary patch
literal 58768
zcmdRWWl&sQ5G8>G3liKtKyY`L;KAM9-5r7ihY;L@ySo$I-Q9IyaF>02TU)h%ws!w6
zRa1|7bBA|tcb~r9r~48nFDs4+j|&e00f8tfA*u)g0m%cruwbEqJDyEhn84+uldz;R
zEb!wEYa9x^$8r9y?yO{I>g;CVXaZqoYiDCZ=Vat)Vq)uLZs!b!>f{FovAhowaWpY-
zwy?7$R<^J)flxMgada{^@E~U9B$l;vHL)=?aU^DDWM(C1Wa4J#;$~$bmjB^GyeS9)
zK@1@&Dx~b54qEe2kKcP8xZoIBJp3E5?=M_a6uBP>zpp56FFk`gE85ph*T~G~m#CV$
z_h(tMTw4l_j*aaOm2ZH~O<ExkK_=v*=syS+F(cmHs^?ez5F9}$p~sF2EBX|VvjdMa
zoTLZ$N>vTu2bM$>qsn*)wXD3nx}l-JzaN?y+?<erp{lCd=R2P8<aAcqY~qOV(!6<<
zBgIV-<bJQ7q$>(b67*$zi`+o`{g=7aAOhebtZaqq3S3|n$|V<3gn>U?Px1fN02^&>
zZIcC|_a)_YFSfL_sJarouZM&>(%A^^{jO$Q6&Y|R)bdAn^!o=TY;ZilC8%irE9k$k
z{htR|)3ibYLwh$&9*^*k9IB1A!=Q;-$Ui|?!N8Oq&-X0<`=F)fX1$uKZv&Q3QNc(M
ze1Ak}h+=<&`B^4%54!KTVajMcx`ZUj4!p-6Fz_#EngFkn0=cLlr{+I_U&s%!=AC!i
zHSX1Kua-vAOkppG8STsmrM^H*Nlys)|EDG7DA3=UlGTcY$03+m5XYDAX_Uizsixm6
z_7k|gB*!7paepyn#B{dMQl^Hg-@w=2nz;>aar=M&tk<<xfKW*Bi_zzj`<kLlEb0w}
zfnevb0qzPwza94oo;&#APq1cIX4K~9v61UN2w?(94EfWH+`%y2A$t7%MqtoOvijM=
z*o?BYlgju+0roXklnD<5*{`ZAs)vb6aa7fQOI*JxG^1e;MXitu3k@1AzW>&xu=nC}
zP5k!cs@1G_r;6xx+j@Plc(eSBo}_TL03%o|a#B3#VJKV~^G|sjj?2*RD@g3;K>;@D
zIAzk7DB9yUpLITTTmszhVU)^V|5>QA1&&(I!^xrBp6}Y~U$jccgLxgT=+{5v33w@c
zzC`lbGwhTcc6p-Tzv%ta#=s*~%}WoHJ|L5*b{4LPbf^Emm#8?YT`Huq4L6tdpHNj)
z3rO}dTPx6Y<#zerb$BZ84dM9jZ`_DIOb4G?w>{;F-9qcP`gydZ)oS(&1#RYdS213c
zt&2WgHXQ`AnmXO8w4~6M%&Xd{&n<~2xWvlkL;uN7MOCA<LMlx*(}6s-E;nSb3Dt)E
zaCaDq_bBq5?!Y&zpF4G7L&%z0Kb&03F6T~(e3gtVplVf!<96NIIcoFT11;|;tjWCl
z0B+;}H<vVQ?6k-7ugHm_EqFVdobKIrOY&qyq*4l!O2s0-vl&{4o$N0*u?evm(y~1v
z?&{BAjY4N=LmQbsxS1`n4zvdAjK?X{>$E8wUc_G+Xb;2Dx|X-H<cY{~sEfg)955ts
z?o)~piCB(LAjO=Ve;WanTgqy_I|XG)KLQ$F*@1bsCz{p$skhh%0j-)yc)}yz%S=od
z<vNdm1HRgOW3Wzy34+^ZVH3hCZoHY7KjaT9x^SaHrVm333cY5Bm#q!(OsF`7v1sO?
z$%gr@9LatWl%MM#hXg`U;<81I&Q>GcbLjVx3|0S5S$->z8g^z$lzznCw!>|XgR8gX
z+C1Ej?w|Rj^64YFQ2^n~9`+vux2C`V&HA|}*4wTg9Ut&rD?toDb>jUldZdNFRPgc;
z6mk@grHL=oJJ4%y&sHXqPC9ZHSol0FdaH&jqVGch%<01mgp^xRvuWn(=Sy+uP2Q8F
zFvS?<Tf*J6=;xcuAJ?B+X-t9Pv;b4sN|h&pN>HJzV^vG1=>FKNBm73$w3tR^9!U%`
zlwFCMMgz}N7nSFhe?Bz&xj`Bl2@_SC;`BD_MCDc#lf$K1zL!1JKN7OoVZswKK^bRh
z+Ev%Rp3%Sui9KCOMnAkg0FH`XG-_S!uo5WTQ5;K@FJimr=LsU2IJW;revNG;S7o(A
ze;d;G$Fd?tx>)Q=*$xu=x_?Dd;e!F?4y2xJ=E&>nks~{sJez&bNTGnxOIuar&(Btr
z)uXI`5{%k5mpR(_d;}21e7fT4Klv_@@gMA|uqEFQNoYF$WT1RYJ6C-h2w>8E$Q_=M
zy__n2`{y$c`6ytzJzAsSeeDxlS8@K;d<*|Exnt|JvEfVFhi}S@Jk48sPrQLyHeu~4
z$aD7g^l|gr#CMi#@wcqz>p%H_3OTzd{cf|Pw<{atvV~%^<e4e^p$6T#2s5#~bdZcX
zQRQ?+*wJbK3F@|~{z&Rg=;gvvf1gmwD}Alb+0*um&vJ2X+<g?(s1Hp%647{`*~@cF
za3y|UQVA6;!7}p`KOE&!^Mio5AJqqu0>1GUKc>UJf9`XwT}g5KHE#te8<covj}scB
z`W#SOtsLiL+4dFKGP91Bk|DZ*IJ0Y~L;{{~S+q<{u@7&$uw5N5Fc4qQLt&^-_PLZ_
z{9sN5q#3N9gK2jd)bsH_4g6H+a;CaTXRly?MmKA29kz#w)|Dxgj&OWVEvpncfJCYG
zrwW&74?80WZ){Db|AiXM0;`dI(Z532MPNgN6&e*1>F)c?mGYsY4~8)9I#zVg_o4N8
zGUc;Ua_9?~(!1%Eb%^{rBn6>5eZAo~k=z5b>9TtZ&&B~KMQ$cRmUnkU)h=r5hRl#B
zQhCPr#pVxfw~wC>kCWT6A2YJfhvutLPh>TjAA3%cu{_hyaw*i5N20?kl+>6jq97R!
znq2?TjU-+vL~)H?IMM6!&UB@W>DlM)p|@xv?72zuKa%6M@!>4YUoKSDZs7C7UXR)}
zj36>EKm=p$sCGy$Xi^|7bT3`aG4E5f^`<ASq`ev15%zAU_}D|sSPY52+&LxEy+S@A
z_it$*Ho@&geY^eW*DHQ9N9$Y9S0XTR-UpKvH|hFSiT^xD$P{vmM6c!<3QB1|GB3Ym
zkdHa)>$A5%qSb~;iUX2TOT5GN^H>~hTIYw{3C?x=((gZ*w|Ek3y{p4G4xpJXXT~B&
zA((p}yq}YbC>SV;nn}S<l8Y}WBb{!hyC>2|o7zxD*S;P1*HHYG7ax?oM_=hs=CtqS
z4lE9L2M4!$?j6@WeWhiLH(sGoU3;P85**RbK5kqUP1DXG)@%#(Jf0zz;lm_qc1VB5
zn@^k!aJo*4On2P7R<YO#P%WkKig%<=qVE@k`4KBjK|22Z_n!}cyLw9Lnw^Gt+gyt7
zdgIa!NGYDh6`wtooHI2>`=mW~TxRL&Ok0Px-=0XW=6~(2LZQoYd;4(zwE~4o!MPz`
z9Foa7aVyI?;wEp$TrEAx@4PIW7wbKHk~1GKvD)$TTtAd^xmK*-J74y%4WYo`kx_*)
ziT=vmjOYJ^_8YZ1@O#8*@=dhBS@2~-Z0HS`$xhAM*IcpruU82a0WVQcb~NP7n6aTR
z*I1a7r{Xk(5p4*6hRRQ<cpJwKc^mY_R+qgL*IVtdXtu0l^i20=9fOf&GId>g$?qfV
zh_G*#P+R#QeS#6W?%171xf^9q;cx}8Z(=s84y2A26pLo-u1~@bvJ^zgG5IP4_h$d_
z^JlI$V~#{2NN~1<fKQ)TY|SZGk4xp*&hutM9j=wrjVCNbF1)@eb2gq%1fl3^FI^DP
z$6NGKNpL<A`8s-LI{eh-Tu}X6bSm@IB~-_ex%E_(F3i6BmTQpv?YuczqUn!+iHaI`
zbFut4^hFME&*le$B8OJm&uU@Err?ej+WR}<*H$pZ#O?9W;MURyv)%LT1Z|cJx!459
z_|f}`*LgPPxW?E7<wsijM(Fwc=n<|*X=rf<&9k!>HNxd*`qcO$iSQrv6HW1*mNngh
z4eJkY7b@m$Q+v1ghh$-GI@i1I*Ucv<i=2OFJkcu!K}h^7*ojyLt63?-({iRv{8b$M
zavnRUr#}X4UlFocv+^Sfr&}$?{~qt|lxaB?U9<VZGdX&mQa%WY9|eF*Bkn=DIFY^`
z9BWyZ{jGt>YfnfA^$#@a*Ch<}Tw4@uj%fc{Kl^c036z-*WiGZ=%bfA`*P8dCnzlbf
zwzob^UW7&8^X^QXzokta=hwP#g{4o>lkNQ*?Pn%W-x`#IPA76|WR#cs{**0bUTM2E
zlAG9RJh!H6Smng2XUi*sgSA4h;lt2|OZmm67(ow20i_VqK`C_<-5QtD!$EJqDT;pk
zgV&*f2?Z}fFmPWJzTRl5Dch!k^msu%qEVsVI&39Ff)s7|5<0S1SMskAiyVAC6jeKR
zqcs(oR-$W1KqA3P&mG?V<>aS7Gc|fHXUu=#COi`JA#-q-TI~d`-r5-}$tgL`X<yu#
z+P(OcmgdmjAoft4;dN<7oO7=OOzZ&wI%?@?Op*Gr87ZxjUw?-h*<&Pi3?XbXzo5VO
z$(`IRAA=*Zh<(`cbX=Q9LopksDYa6##^VSUNfVhoc-E>s<4wUa;>l^4<jJ=`9z3+j
zJxZP#%yOg;YJaS0mxGA&<<TP=dGM`QnDLpW)jip_H3$uYOtP(HGRos{W%uunZXLRK
z*rKKjAi#?`2x0ByNPcm2TcvZko?T$lUq<K`h+Vr?5n59hi>4*)zx%yLZ3q?{iQc&v
z@MF<Y=R&_d#o+=W*i}CKA*0*KD{U5LA9p5TN@ii<sM@lY?mr600vs6q&(^Cfo~JQ`
zi-^RICXCsV{7u=^VAFU#j`RM>@+E<VqVG`144GN@qFxwFbn;2;j8yg_vTMrju6RRf
z44&Ct{zJyX`6Vi#Kh*h<asSMlHx#pl^BElmVDphvnGB>xI`&@_>+uHgpU6ND6PW88
z>5(~-FfIHGS^WDvp5NIL@SGj@pfk<9ZhA|9oJf_W+*49j{x!-s_fHtPXGT<YwbJiP
zU^dRl?aZ6$ug5Q-D6TVS3kR_|$y6Wa$~ZGrnaWzbza9_MmoH;3T`L7w)KiAX86-=P
zlk!3;!GPPuKF*l<tUq$YM<p5>#i7aBA9~BuL=30-WAR{~K+_a-Aiu6PI(drUs%KBi
z^D&r*ySAqoks7{*wcX{M@&4K(klN7EeYv*R{f8BTL@>2@;78v->61Qqs^V}umW<_+
z@ArMVY0?Mur8|eew2O(SveH01&5O5mO(MY8JB?wU@Lz36urOi^v*RYtx=!a$7M5@h
zop^lPaAwDY=rGO1ZsA&D%(3IZzA2WmKy~g?WXnHGEO#~?jcx-PaKG2cjak>Jd<R(3
z;PZzsl?CHaawUKIq=<FU$bb81PHmKx^yzl21(mg#MhE~<;a!!<UaK|^cL*E-`S~*%
zIwE(o7!px<TwIE&3<<TMMoY#pDZ}An!g8IDoMU0`+e_DuzwAlCwl{4-B>Ht{Zx>qg
z7D;ARmQ#zZ^{l%W7BWW3{5q>z5Q;%Sd?>6TbK6zH-vPbpgL>~KbC<pVnc;`3=P@Ay
zOZ|J2px?~1i}5+cULWbdejoT9*?)OwSP>~5^nKs8xOwNQ%x#IHeX(isA|<DkI5iYD
zViYGLPw>teTm!yQ*+|mOXi%#!KA>Li#1_3DWw_riV$t_q5_h?aML_aOLd1(&e9K7e
zOT&WgT!xtF>THc~NHu$2b|SvV8^2B$d|HNIP2+UhDU|r*F!Cl68!I?lDYn|8t~)x6
zeSxMRCD+0YMe&KPDewa6H^;Zp&?(sPM{2>~h%}a8(hAu2WDKdv-4BkB(CB2CXv)(Y
zcab#s4~7B-ggb{v(BD88*KmgB!kkWW;)chI#j`g!y**=!lPRzJ%114z$jYXUM+O7S
zCcKOFqgK^JQe0B1(+zEBB~NhNI+~07qoc!vc)zVBJ?hVz>L$1J(WD)rzkWZu>Jf3o
zM)4@6XzY`j|M_ThajPyKwEmH!`<}^_GqnI>Nc1qSW(08cRtnEgEbQ$3ooXbntZDO^
z9S1FGzH$`gP_y|y2pooCL#H{V8~8dqUL7hOk?w{Sdvy|PSGQR3sa9!f|1jdM8Y#_-
zusFtbyDsNREL)<nBUdWTE(;geA`sAi9mZL!H~b7zeeoz*dQsy@%K72v$sK$()<FZo
z>2@UYl;)-0ae)8_jYiRfF>d{s&S#O~{z}C{M?pabXV!Q=wJfpv^0=A*(b8+G!-HA8
zfslAuKLCLYuCVbkOWJbTtM$X?{2rI4?#9r;#(rco69rnw4W8`w_or#xCTm>%EQg;N
zc#U5&fAhf)C)@ubLxG+hr$==z;ezANDfwn&9hH#tVg3wkuqW?MKtK~hug;c|K;ZZ)
z77^`3N7GVQW#S0NUBn{t`8{A?m_EN@Q8Gegj$bOC#RAJl&g(a490Hgw$5Tudu1;w>
zaa^pZv90uPg&6)u<kAKtotc~i9Hw>l&W<s@Ayxwqu6{^GC8m9EWq25u;*<S&+D{^9
zn*>%cAZainji`a0-khduP4O}`)ARu(k>0m#`M`=cbZpt#)NVh?@aUy~{TZ)Un2d|i
zjKQ_u%ETj1^Gj2&R*+!cgYOT{^SgCtWvfF&gi43T8<`Gv|Hf^+?(b&zmQFx*$HPI5
zj|Xx*A<qs1QeLyRny)wAGMR5`XNweGEgjDk{ZU%#{4P*KZs<j8nwOPHZ!!OxKmVEs
z_x3jG_w+Nk->u-SR#y-FxMQG@!HYC2w)h^rP~_%*v{LR}YmZ8_!J1v=R$wyVAai)2
zN}m;8l=}5BlzJ~Fmz=P{@z9W|SDgyie@9TB^?pT1Z7BkgTHR~)@-1h?Bu+jUdTqxQ
z|B(bk#*>sj?c5?mN_{cEEk%r*VT6XL)$7Q92}j!dS6K2D%2xq!z+(-+-DdULPK#oT
z2l{=-D@J8P9fum5(yPHh0XbPxIaRg92#T~u%F}N3E3LX#T@ZX_Qc?~78$#_u9hf;d
zLB}zR%3Q#KFO5>O#mW!U8l)$+_gTAjKxSSGm*ZoR*O;+SWp^dja-`AGFyutW3X8j=
z7xcyfA4JiqWLA>dbYT!__y9N4Ww~r5?GZP-Zsg}%W~Z9eTPVuOj%#u%Q8p4GabB4+
zbVMl~mO|PH*u(@aC@YYaN#l015<gE)>7?bF!t<9{KHCFBUe>6IES>!6ZJqAn0eAP@
zQX*k*=4AR16obPk@!9<66e-Q}lnW+m<q~mXO4)pD#q8^?p}Wdx0%|K_vd)u{=Xq?C
z*qKx(yune6J*L*pzaA8U+3>CaA4nblkw9V27)RQ&-|rlxlGuq`x%w@p3JOV+fRGE3
zMiPqw#g9L75VDlQO8SvmjdegP4RA*}uslQ)`4L=e8t_=oV`CxMN&Vwo<=-g`Zyql-
zy8He-p1JRKz=(+6mQ3A^^nZ#Oa4c9g>qT=o(p7z8a-h2W0}xKHM}XdkP4n+t<3xv(
z{+WAd%Ssw~o`uC>Mj7446fDZS;ztao*~~t}ffbjv(aklj245fL$S*?(f^^0$FiI*#
ztbA>ek5z51G}RP)kR940tp-vJk*kgTM2A*b&`oCW!Sh^TQnF06r=DT#3dK-P@6gcR
z01l<USM&RAdT1z5cR37JItYbJZp<10P5EYw>MWX|f7jF}qEUdi*TAW-p>f;|S*50t
zF!95h_uMuX4LTA9Um&T|(ot99+fS*JD6?@?^5TPNw8Xft_|DwCv@Tf9kCQrSGwH?%
zMgyts9w(dX#*z9n!}{#yseO5pwTmbk^S8vGS_*wGyHzf$_2+{V*GY{KUQ#Dief!HK
zb3JSvd|#9aJh$RnQN^@j|KX8IA<N+m;cM1M&oqKP4p2yXd(L`e!Iy-n&b>XvC(DJ%
zwCC}xoH#WwOi9R}2sL$Nt-k+M(^<jPWm_`*-gZIH4!?vHHGkP<Dt~po`TSC#I9_hF
zzWwDov4DRA!DuGnd(dtjZi;=^Qa(sal!o;K0yw?ZM1(mcaeTYB2eTonTl5mS)B`*t
z^3@Ci$1mIb@TZZjz0xr@V=sr9YEl^Bv)%3XNDS%7Gt*E&_vd^8PLQez=~3hWu}<{W
z>=a-6C&kG9XVtKkK}THm0+m>B$d)XoK%YrGcYRx3d)-;ERB4}*M|xG=^MZC;8(kTr
zT0B(CJmI(TldGP<ZUUQ#KRuzsEWd{s#F%zUVHH_qzJ^p7JwCJ_a^G*RZ8OaxQA<dZ
z3K8{R7#Z{){DRBpd9B>HBT(pf3%v^+LXdEeA@D@Y>vKAs;ecJ6LCKQUWR;CBvRox6
z7n0junn`a-?xbnSxc#I{pw8LE<%~OKl~l=O=SEAR7{+&xWB2?e;7*C)e0&X-l{_VR
za3-C<aAE}#4v*(Q!kjt@*bIs^|Cn%ER?8fhI|Z%Y$62Kyu@*n67cV^15NLn1X|Zac
z;iws|^OeO@J8`sL`T$}()W!(fLlUfZ5IQjNm|Duw*0gY_o<d7&^=d9f(kX8JLt}rD
z_K!AA?%saq2qgGBQKq+=Koq}LS&jgTqP_n!`Pi3Q(fqC8M$@aonqceCBkOa#Y-g-q
zJF>M4-Bd{H42&+0Qv?$qln=#5O@CRENV|&uHiV442qK821pN(;pwc-fV1KuF;ZW)>
z3u4v&&!$>#uX&hhN;;uKRnWE<;+N&jI+u=yjgIApNdqHKG&7$v=25P>Sc;EN&gmPl
z_2F<Ezc1*+RC9TWaW%{)R;x(-e5zH_n7#bi+5j^2Q>QK7e@u+GWR<%ymH6w2BdiQ}
zY>v%n1h*d2SZgt1(7ip%U|S@Aa(;u?{o9O{oL0C<n8O}Zx(%t?M+-KjXGfBa<4j`9
zzd*$98RlVTO5>*rP{w%}%|#Oq?X(#BL$0o+Wn^O$74_q`)3te`ysWIMriS{~sbV$D
z$#0A<uJmx?Qx=xWG?RiuO@)t`Y3zK4Kyja`k&z*@<;K;GCAlnhVX8^v@wHb@Dt)&b
z5224TEmLQ{{lG`~eE9lW7(!gPS(D|$3*BUiu-2egDc+%9JjwF%r46`A{e-M`B^`G_
zJ?WS*D?NaOuJsH_mfoBdclHx*&U^8s1ObkR^lG})qnyW&@=)+0m;lJCBhSkVgbs*=
zP2bBeMa*Sse&K-OxRrrkRVS$!fZzh=KXWQUFQurRTsS5d5|78j`AZ8_YNV<aSvTQg
zgjgLq`sVfSP<>98q1ror=nn6Ka<mImB8LB~U5O^_o=fQTTR?Fo;ll}n%B`L+7Rnuw
z1#atW?s^=p^n+J&=TRL?NLF~<q|~vr-YY%Eaz*vQz8KrOlHM2qeg6Ma<5HRk{(`Zu
z>y|q-JWPH4?LM{HD)mXjwF~7=x&f}Z<9+qR8To>wqAH0`W-7vRH)KHBOravYVQ^JC
zLfX{SbbaD`r#-ywy2i3t=Kk=Y*x#J5pWbAQO-zQeep-qF2AQ*pj=-Lhl49DLAD&28
zR96+}rF({@B)O&z)H}HLeeFKKF4Z(Nj6Z3-;wuxWisdRSCkKDoBjuPiHZ}c|k`mV5
z?qi}R8OprU;z9$MjK@#$ZrK}>+UlS$dpYK%(L=^1ySQ);cFfGoXU!)ny!ijk`NzM+
zjO*)bfCc|@_mz)t%{r;n{r<gT6W>}^Mr*Nzf}F9MNTBc{@qVi`pqxjTSH=-$F5*}m
z(C3A}PxFR6h^^4G;o8<r4X(bJ^D-ZhFEw?U$w6-znt8qE@oce32Di(kWxe%kQ}wJ-
zb0vlk@0X+O(eo0K9jr!0(8)KtpufL@Px5?aLMAqGtY66KD%Gc#A!ZT9(HuK_Fs654
zQ`SRV&n#!pPGOTh{PU(O5}eabcAh3HQgB^*`VU(^G8vsdY=g5`^BlZWqfMbyQPd3X
ziZU^+JBE^;>@d7&?;j~Xvu~7vj^O}RD;pRb1S0cq9?z9}OjPQ&4+nhuEXAjqGA(OO
z{`CVwNUa~8Y#7)JhRf@W)@&kUuQ%G`e&rWqHrRYVjm{7JhrMk)sIu!V0xf-w6MFA<
zs;z@-=n}3td-M>mYr1J(M#t$l+JNiT5v=(5=&jM__Enw+|COD5&Jjzjq)>)K+3yoI
zy)Zv@*$Q%kQVFa1GJ~;Hw!FMN<>8m$FF83X<|9a5rz?%kK2Pj|x?NO9>StDD;?a3#
z6Pdxo%4Mw4cArVgCzSh}2+dAxuWT@-#1U~P(#5^}3Vb_~g&JUB*Z(pkX{ICd$fe#9
z_q)z*KF$(*Hb{vOWtcw%)oLx_<{E&yJrFK!qWWvuI><0<y#sz-(FAhoGFiZgZ&b^G
zDupzdlCY5FrKI4Qn3(o(-Sa+6!zv^wFMSw>gM-88wBP)<cCHG0a@WlQMaeuW*OPLp
zMWy6jZS{jjE;OQcGCR&Q^G3<BB_EePS7&2E<E?h@<M#0}w88*f`zJ|pOw{K<8opLb
z+Ko39aw&vfa`dyh=}7hQGZ!?A3?6ElBhHcjJHdkrvD1p&i9D6`&IBjWD8e$^wZZi@
zv3F{*1-l2?=hh+%4xYL$j2-pcx>Q$|T0I{Ae4OKs(m^YyaGtK!txpvKz8Kk!mlNzk
z<p(z%r{?qWKa6yc#Td9U{pg{ElVS=&)Qn~=*~Yj(G47-_!CNMveviUsgNK2EQB+jS
z3kHBor?OOaB^ZeGyUvSdAYo#2V=i<4<z-46*5G8qgp=t7-T`h?y|W@E&;maTtrt(A
ziOFFHZk$lFhw%xj?P41tx-gYrfCA%x^#XLJoAxS0Q;8%`HNwbsehE17!b?8V5`L0=
zGLX5JG<vBb{5YoF_cJT5Mnu>Lksxz=)BJN@hS^qxP#MQ#?Y)2*SE~s{YSsp&zNN%#
zQ)cJ5lgvhHF`itN*)hcPQzM1#-3MVOFV!3o*yhb}zc-}5li!}{3osw6G5q*nCNyNN
z)5G?Y?%;4c`FSQqD-Eyxn|t}#;!Y_iYMw;&P?KOTj+a6H=J)%E0j~t&Pi}5bx3fb0
zH-Y6l0qWSQj{^*^{D5rWc!8pMd3VpaRb{)FprBy!fVa0dbqh7QgyBNN&g>~4tRDG!
zlfWx3AIXZaG(R0(^v+x6h?<(t#hsN+1%z5ooIL+J+FK!O6aU#rFS1(g^Ue6|Se3H^
zd302KZ*Xu9esk(vuJjRg%^aiajvL6M6zUfr_{(H5PNv*PMkA3|h`qYN5p~RkxRfl}
zyn~&JrUs(kHk{WgHyRj6Ej_}cuEkGE7j~6GJ7uCX16jAgcC-62x~ZKc-HsXdO|`F7
z|K1g2#rBcK=}6R@$nE>pEHS1ZYwSEU-+|KBeX2?NMdnbU-Q!G47)`m?gt6&gvVq1^
zN+gN!u$}qba`yspEA6zpf`haOjjJha?nTL!@jyk^bI@vYZB6M{z{wVL_sB}FDKrn@
za@dY)*|n=osZ`T?(yWYgPS@%^rR!%8*)H9?TE#LkSl}mbhiR6Jm8&Wh#zy;(F`myL
z%GlV^|5@C5TNY)d6q~6~f<QB6FtVycdnJ3eu&E$9oOdwg#S&x`(RkIBL(r4e??-|9
zYqsR?Dzj*_HKKPE4z?OuLi0_~i?P)&vBM=%^4#R$iDwlgawY5;`y$4nlxv&(V$N$#
zBk4yTtE>;Ioi6BNOGD`H^udR54S{qB0`bKZbo%)=s(<io&#a>;|J+FlF1CJ~;PqVY
zb2#!w{e@=t*DBf1uXExiPbY?qiGcMd8cxZwSXUe$Y$|h-N-Lr{<gclj+Q%r^$MPVd
zL2?2wc}FehJQDy-8OrzEJS&ZMFpNAtym#s*Gj<zNMNH9?zLo)>37Wg-(XP%<W1sR%
zd+)~9Xm4x9Epk7a=-_9ZN?UtW-(?K_J2wa-T%EX38qi?(rgzHH?7d~{nM8lMj%)Cd
zuve5z1g8!Vi$mE$3qbZqi`9;2O;)jL>oNFJia39J>|8xOZzB8KJGGJ(w*GqUeD-sK
z@*lo?J5+`L<pq<qI!B^#uAg<ntPAw0D;C#uV<!Wc0hz?P2uPbWS<Efqj6%A$56;z~
zIiZ2=;Di7^Nnw8M%+%@D>_S1W|JB~#h%(wqKa&VNab@-py?4)(<USHI95BWqoe@>9
zfAwP>sq78HDuJ%?3BE?lW8Hlx3Pu+O*do8FxQ>oP#rbBIZyZjwwf(H6oWOJk8SKY3
z!ah6-X5Uykni(~-JM`7Z{}pM;EWg66xhbI`c#JVQ4#DHBHX$8u9~q5?kz#rMbX(Ch
z4^uU8*N#YQ>6hsS-S+S2<LkW_mVkJtE2J+2JstbW@KiN@USVwFhYDQ8;lnF!g%;C=
z)-aliANUT=&b=K$O(%yOup4PG>bF9$0$xu$8@=9KKSn?&SqzNCDTiP7$F;wkmyqF3
zw5&doBWZtL-IzlW7x#+ChSlLo3ih(gz98sb#2Hz7U9)@!+NqW}=FBj%dIhGJy!yKZ
z%OP(wCCQ&J15Z0fP8*~oC1d}R1r;T}UKmiG%G}P{yb=4c##q7gdgHK9Ce;OMaoKlT
zwJ%XKrEB!#DVcsj#S~Xu^*{n4ksqO`X^+v$?<}um-FDiUYz@mJ9QiXLQpzC?cTUT5
z^Q0hB5Qxe2a<C<<iPIUMARkPLpTMoP|AvdG9Uyk8_<ZZr&pdmB0FD_e7QgloHienA
z?W*}>mOcj#^IP~T+>lkM@+Q=z`OS30ix%o6gz@f8)q$5fx~b~RzN}})je=A<DE=Cs
zFL8cq1e?!<FMCR|_r=>kxMyX`$n~4WVy+B#SGPrFtv%Rd8+Dtr(@o$2(Z#`qZDHZg
zz64%JIT3IaammTpaNK|wEgiPOQmAXCx%2p5Uhib;1uGeYY&5yk7sK_4m~$`+XT6ru
z`?u?<xrN54bFoX$Zo=fuUw=DN3SaBScpK{q+qA-~--#5jfw!CIiemC?!{IsKxwl@$
ztibmcA^U0{mGwu@zZg$Lz4LU6p2ez(Fcay-8tYl+YmOOt?#BMc4aeKIv#j>RtPF-L
zSL-g{ePPpUL<*{QdfW}6(PwuAayOZ!osCY)XfH&BOB#cRu9l9`m73IGFuk$zfm>6)
zbH2}8inX7ex~rfiTY`;Nd>e}$4irzjP-+Iv=}SS)a}>z7e7@37U*r)1Q})WpKp0nQ
zVg7z%vFpkAHWB>r`@*th_g*}BXWJ^v1UXrgx#Kd)^!of<f3`>=K?f0l#}^>Jtrk{&
zqsCQ)=VzemQeVd1{zpsutv669p<C8ta1DZ$j4ZI#4g4oHHN3Ue%S25&l=*2pf}u#G
zmZG7dL0!wt&0AeVL&dRN)T5}%wk(H+2+Lb{x@53<Ae<k_E!wOXtA4WEEGP3NW@bhM
zy>hX!v3K5U(F8m-j(fwMT6`p;Tu%crODH+aTyv$4d_yYZxiS3V2?;9MA!%t^CTb@g
z*im9YbZg|w&=mky%9fw3vrxjMRsY?1(?7z{IU0&WcJ`2YFp)K|vVzCM!_(q?BrGh<
zWwYx>^mu&~$8jPT3L^=G{Rz9LU5^ROW6uV4Rtxkp6iVx4+}tfSrOtZncIz^=reo^0
zrcp~TJ&qe@mX_3M>^6pb!wIxn4IsNUr{Q=i=d)Fuz<>UL2!d@}(o<42wl6%c_P4-b
zJ%c-}Zd4$(Qbx6yqvEl$va+_Zxgum|U!u{ECge-4HX7JII1mS7bMu7?g3i}R8VDR5
z9GNWs3}{4L`AS{BUx;{Onwqb5uXS~GZ7R8G9CqXX0%6A1dAPY#3$uK2fi*4HS@aCW
zQC>x7@Ofb}Ffbg?myi4v3Y0o^)NA)-Bl3G@ijI!P=W^`be)8Up6*u4L;QR35L-3i}
zBxtGD!O^jMeLd6PAL8|X2f21nh5`){kG*$!88`5sV9zf^x_NM#U58Nal)jnSK%5-E
zq`SNOdiBfGUGB_LkyaypyVu>g6$vh%Cu_UsO^(S(;`PZwOe~rB<+4@fUIrE_YCvfz
z4bU9f_IO-sy;SpQ5J?P>X7|ugnCHzglk?$Z+r)%9E3@e+Ht6)!!OhLAFC4>Tq1Ap1
zlAoV{acOC)OoIhbf%U};Y^*e(sO{_qqX8t-@pMUHVMt)6yDxVeF#7)jKH+ma!?x?j
z=vGp)vewDdNIE;S`uh6z4h*nZOn-%hgk;2qw=1$@PB~m_<>=_>c)l1QYJ0g|d7rMp
z+jCr99qZ%mX+%~Qky@qhULTg;S9bP!Lp}!WCP6^qz!%;Z@DT<^i#9DGp)dF|7AzcG
zwoa>SUo?27F(!dV?Q$nZ!0~jMO;JfHg~{mGlGRu;6OiHD`xj<<hCkk%u-GiK*6!JE
zbc}8O3)HAK{M2Z>mLncR*mmCiS@4$n2nrfOf2%wAD<$O&uw=1l{1mq{hR)~i{wTbq
z4j&#NAt7r(ag}?P2jdwCILvvAf*a)0iB%>en7;R0FcsR(-9W-}b$okVT6wu**NK9K
zHIT{YmCWTtA@F<-^}F4{=I(6mJ)z0+eWVfzK`NiE;JUE?4Rm1^T|PfQ!$&PG)tbqz
zSO5J>yxeFfce-5fan^h=c~YwugUe+2k%WX~wp1+!u*%6?ab$Ykwq!S5Tj?OFe8cDa
zi=sKpj;FI$;X6Lh>u=D3Ki$?nLU7qE8QstI)6>&AT|wBCa+$l8ov+(#ZX5ZwYc1EO
zD@pU^W2do6bex>YYPueu`~eH>czgA-U8ijeUAUSMh*2!=9UqVG@OeVT#vY8PQVQ28
zH62S$mZ6~6>yRnetX~8YY`~P5y*8SfI000JMMs;Stu}u{hnLObA1l{tgilcVh7P>V
z$<2K@sqAz=$Z%V1v?GEzS*ScnG0V&b6wP}%NH&_z6&DDD47jjVH89|d<a5OkTU<}!
zyO0H*1wB2v0rxik`NyYnz0OQ3rGm|^Eg=A{_lLPL??4jEjs20vUakKR5<s2wNFp5^
z0>bD@WjQd@uM`xHJN<~Bx1e`hjNyMQ>YLDkeHXYpENH!*$IjAARTb0c@p_0ywW_bH
zzyH_uHRu!mDF~FzVuqwyju|D^Q}82A3SVh^dt2Dh&@g+U0!Wm>oo}+h>gA~uz9mRq
zd-5$*>QMqMQ-GNmS!sE??dtix^r`9j^tFOJBI4rEqVPB<sHnm!J045qn=^Ra{v;;;
znlj(L+#4Cq;NhqosrWmd!BgvgVQ4y<{1X_DMk&ksv<~=4_q#Q>2LL2E+|J(sAOUXn
z@eVAf_%G^W5D5ha315FAlaJMQHJRV%aW|pa^M<<B^>p|NfzS)YWNmFd+E4^AWGu#m
zUm9#y`T>7nK3jxRu8FZB#0ku1fY6H;>=8%t!~G~fNkT@Z*O+;#LZ`Lu30PS8hVK*N
zAd=+K(NUev%DX>{CK4DYi{Vu~2LHS_dv6;qN~DlY51lgq%F2q~t~*g>&?7}lL_`!5
z7pIiH0CXPPySR|k(b0hom{YKMTxo%%l9Y?9S;l3l*@+U+9Vs*O9{>bl@2|JlyUsG*
z_Q#I(6#&DBfLh)y6_CzqyH}FKPCo{X+u<Y$fDd<2^?-VvISSx%@}!gK7nhf}x3(0D
zKx1hf#cGv=z~Z+XH+*y5!0Xq?a}kk|2*5nBxt-0kCrJ4C2%`F*Yw{R6?n!xELHbX(
zr>0si5bu(z0F3JHIY!`hbGBHC)p8cr%IXA!_{-_c<?c*}-F9_wt<_CZO3HAqL<R6<
zwLo)ue<Y5Gdh!zDYtZ0-+!h@<CFMc=b<nS0HGXfeZK_0rgd(+02eJSXdWI8dnjLna
z<pf@wv#stQA0Zk2UcJxO+ehX~)jakR)Bwrv>b*T;&Ckz!KkOwz1O*3Q0GnoVxwO4K
z<ICes&(IJRc&c2B0|6SUP&T9G;I6^tL^advjO)*zKk~)OoSdAybOCCUz_u_1sQ4am
z#X#fx{%PX|1uZQC5mA;QonjJ$UIE}HpYL~K04U-U)MB;P)zoYUW9h!j0kqMX1;}bV
zovSAZ4sCS&8`SybWsYnHcbQgWG>OQsWI8l-^xgp?ztMWDg(jy1B)~j(0q0N%;0pnt
z^Ea^V#r^ry4S+qF&x?H^nt+UjB@S?VsQCCY0JvmjWfvD02fO|Dzk>ENfJgpA$?YR8
zh)DA=8^tySB2N9e@C}wUCZmGthn!+>2K*PE8G#tH<zwSf8<B7C)ZrcmL9LOU-lHmM
z1SZ|~L6%>ELavxh8haG*5X{u5y}iA@v$a+SS65Sj69z3-=PtScY|_wryB8PW3N7nX
zfly|9cQ+_E7qH+<SirXF0PD#IEbD!br}z;LPQ)W17z4rp_uD12&+WD*Cc#-*8$R`C
zGMT(MdU|@A4c0?I$Rh=~kSy;@$!f=+KYvEzaYO^Cy#i!<1-Sbf^C?m!BL30kdaKU~
zr<2)Gz*I?ziT#21S6d-OH8v~kz>$QhBWLUNwiJ#H@3<D16K3yw`xZB_uHm5jMIV;M
zN<(=cTWo&}k({6)#M|RS=Q~{4tma3xeqX$c+xO*>)ovYMO-;@B<wi}j(Kbr4*m$8r
zrwqU=@R%83OW2>tib+aZ;Pd+hdA1%(xvo#lPm<yoO^BJy__f!F@hh6&j&0v6=?=X>
zpE0^ub9Y0;7vbmHL06P*1GVyo2#Lip9;Hq(Hj3oN))HEDW>i0>Ox!cv*<l#v$~xog
zYBvXqt$=*ZwWPz1l-D&KOKO&fT3dqkW3>>^Pe{@u?`H@uV)DB4`=AiGA*9$+FOj&L
z%dE}MbfH#u-%xbjF~Uk3PnzG4RN(Nt?_uEUJp|cuaMYfvb21IlBWT?7`;PlFCH82s
z*Mem}UNj2L$&0KM!hBg&itxFBbFw$!s~qQxG?ikETc)|xm0jma8`3+RihPZ{%Nzo;
zvt?=ymyQ@7vE3O#ra=@Kci)1H?}lIv<CNqVz5aUS;Q9KrW)JbviA+2W)xzDRj(e4p
zYP^lXk>)B*Mt<J6kz;Wg4m~&*uhqDyg=#No8~Ap!C0s7hPxcub4Ix(mS1Jn3j^@bx
z$2}Kv0Fwac3u~lo6vn3t6JkfOsVn|N?4mJR_%B@VM})o&PnI147G~=uuWRO7LGN3>
zNRKS5MKdyW=eZb<xHY(ynz)`VraYj3!s0}H^IX^bj0t1Tp*&bC{^#HbMT<bJo*uw9
z18ltGSA31`0iN8y*_dEVOJ#O{raw1MW>wn~yd|pb*yn8m1ar``m1z^8IfG;ZNKo;2
zGrO<bW<EbJ7@<jfZju?Z--<UqD6R#>^~=D)NqE08N1{Du)T{Pb#VGAOZwUNj3Ii6w
zs*GOyio%~6CVJOsc+{)D2C3t@)#)Z`S|S7iMC#lY+d0l1bZ#4MUg)SXk{^58+}7Wt
z;}AbetTWx!fj_|~a4h?JC%cz8qq=VC#!n5-Cnq5>D>}k~X0?Z{HDmI$gT@GEV{Q5P
z>@7P06?Had^~K8@F@j$pEc<%q^I(7`o5jLlc+eq_HUp!C_<zmyun^N>5kG}yu+S!X
zy-o>fXeRA6dpb(#@5kI@4CtIhx*=LlQzt-`3spU8167#e-ARgv=a$9W^2XRqIGU_n
z*;KS8(94v(lX?hbtBX;x)Wl@J1|`Uj=hxjA1wkA%iw=^(6G3;$vyvHZogWl<)LH#l
zN*6qGQ>Mc}(1d8eirjg{d<XF+ntrQA2ul;=gsrk>kq;<MA^OFrT~=6#iSaVwKqYf9
zd~q|m_3^6L?w#GE<isZob)&@SXF1Vu8xA!+=UxA7Khb;u0qwjt8t}lwnBCqO!^Z?|
z1U~Y<|HEGBH4=kVTFCTtP9nPjGHwVSWX4PN;t#kye}k2-kj@2322a<#AI;gdoTP#f
zm<U*7i%oy#&%~9x-`U86E?`v}htlSD8_-ITIZVN3QB(YTGo2$9{gv6QTxuqmk<_N`
zh`$Ie6@f3dd8V>b4AleZJd1+<F7`DfrdM%i$RLs$RZ2M%3VUvVV5eCmoqn-pXFeiZ
z4hxn$I5~8!Hk6!X$o*s6KfHFjgb{<>9HWg7Ttbv-J~Vc`W#B*FWS<yOeVGvgl{kLg
zx-mG@sYHDE=t@r_p^-DYb=TI=#Yu>f%8sj?GW3-)(LVDNn~v4gbF4F|?+Xo>ZAG)*
za_uPrNIOFVYO8^WacJ-x|BF&+$rz>?)<L&H*B3c&cx*X3gUDd=So9$d#%wA~Qe{m$
zR`$}cNLI!!jbMIWNZydmxy88n{*$G<IKmk;O-1@3G(DvOf6VaoCn|fp3MQV=h5TUX
zkkJ`!N&oZ$0_Aaf&Qv^(ps?LIX?153RH)m-bbM(fZisoy^o;QMl44;4qkvY5K?w?~
zsnBknK=EoXYJ0owfbDZWS(-+-{$|%$nmPIGP5OeT2QyIxG&?mb-xkM^5jlQgrIXg_
z_ae9OZZ#7TjJ9WI|A-trqn|9n=W_Dfb$5^M$1E}?{x$z939>VvHif0d+#AQO6QD+I
z-1Ph034s+HtokW0rB(jOr2*Y=+b>#lZ9V3U<JRHuWX$=}69<e6^D_VU*V1M@_+Q!3
zm7Drhp2ZJK@t2tMlUr65Z1Vq(X<;t4ZYsiTN5S)IqT98TKviKQfi7(K{yqL?BxNXu
z<8YrWcX4%!^rE4Q<{^XY+!b<UJ^Z!nytCN4xvjtL98b8zLJ(em)+>G_S?&67toX2f
zRH+Vj_jCx#z765Ax%I(Pn$nrULfUStx>qbJA`V`uEHgP0X~`(|GC4FVdZ5?G*(8A_
z*om$U6qz2@BI5KtHS$0IMO!m9c_fL2P{>}(-*(<cBXW;h(Ef;&#-MI{BHwt~z2}Dl
zTEUU}Q;VhBOp+hQp&8;X+;~d1?T1@e?)aEzUFUq|GT?5>qL)F<i#3Ga9?0fpSiH3-
zGQhkC_o=0#-Cn^zrw>BRMG5U~&C^x%C8GfcLs!nzD9b&0jHEhP(<2hgt?FU1eWJhQ
zi)zf~se!cSs!d1K(C@_e1Ag7ipHlr5?sd{9&Vu8@e5PS4`>AEZV$(S>!>TQab$>{i
zQ(BaLFI^u!%R+3rzUwEybHPK@EmsCT$;NcEe5r)o>T3sogVxsW+9y{E<C;UUbMv~V
z`-4_UDp|bKbHBCr&8H_mN7)<(v4_$dh2%u|kkJg{uC=52cu4S9)>N(W2tt9*b$*~3
z)ER|1swXujj2jku68NfnuPoM#F5R!=2V}#4=et5ti|Y{5xR7IXcoyA`Kk~@p6mM+?
z+%7G^A{+)uOVWH<F+aD>H+3U*_rQq6f_K*CRu-4toGcN9g_O6%KA(ST0<HCQ#1$@K
z*#>dbn`aXC<#n`QVqvtYxo|UD+ryCZuZ%sm6S#vr8qt+zEV{iGTThJ#Vu|3I&4uUW
z11FO2&dp$U7}BH&?ydx9OT!j&8zmX%dZ|aI8|sB&9gxG%qHchwY<pL^|K}%R<qva~
zc4gtF%m#|+MA!taCb%p}?&tl(Nf#a9pF(?b{r}l)4k*X<e0*d_L(#c@H;r=1hc^+o
zyw1Ete)5Bc5O9h!=*u0@h|Aq{YWi|)A@lj}Uu!X6_zGN57IzeXPnyDq3~JNdiB6&S
z?ggOSJl_AQvvFO#-HP%_Hk0D(szelbbW<a4*UH4xj?O2q%KwRz?e%ZkhhG@OkUk{n
z#MZ<z{a?;H*25G0wYJiF+{0tHR<}&CTBt}6cL^#&RXuH10M-AxvD&;dUXv<{0#1YZ
zP1lH!X5G~E%+Irf4Gv}zvi?4R+W%-#M3Kd%ZA~ArR6yi~T-oCBEVuhHJss}<TwFrl
zNpof~3I3*k+j3I2eC1U=0CHJKX+QHcQ3Ges0|Z(JK#UAm{Q8muUox4PfkC4huUSA#
z$AcW;Bgja(4wm|{>3316elacz4c#3UH*-;=GM%&W#<X`=5#Qn6)gF)W#=2mqxo*>x
zXY^(aWWL{k1?0<R@dxY5NlWKS#!=w&y8i~E`nEroltJ#;gWNpLpmg)8S-Pi#0$Xp+
z6Ih<7)4jpHBX>5KLi(K)#eV5EX$_Lz7X|7B>*cyIAS+&<@c@eS9#4b`W*Q`-b1K;e
z2MKDrRP{0%ny%rmF=s;Z%hbh^xE4oC6EQOO|G<~d^k6(a%ZMM@HAh}JC(OU&8v`sH
zocZ<eqsUJc7<Ap=XcD1Y_R?bqWA7-LZT58O3)p%~H)yV9GbY4c^)8-{*D>ztgWcWp
z3kzrRrLjm!Nr7TI1U|oaG7gKW{mY{Zz#ff+W6-=apSj{O6u_YiV9`@~l4u<d`*`ns
z6_8T_)ZX>cOo&RUYPK@<Qk4Oe)4_P(+FAyS+4%WcD;UUHMge9CA~Z5G&*fxZyVI9I
zTzp{o88+yP$=5d%Cdv!+D}hBxsR5E}J6%F786z;I-fzsN@IXrB8qg7IM>1nVrQZa<
z=S5sLg0}Og$~&Nfc&J*yA<&oPg|O#fMDnWe9=-#)f{eR6=hoI1t$GzPc=3N@nLcCE
zZcb*49Nu^W%tCf{Ho$PwR$9x*AQ<&WZUKQl0wHfQkiYB&X8<|fRI`&Az@zhu5=wB)
zCo>tHowV_J-Nrlppk=Yf4qe*^Wz9@acNKF;-~Gt`-s~+bmFay#!;dg(i)MMz|Al|0
zE#O?5G0%uouafV3&lHRX_qJrb;OA530;08%*~_N-FK@&<{ZS*INoERu7y%65XbKCA
zKLGYjfTV$7H0*_a&xHZj5#n$v7Y2(#ceGU&AYgD9^&udr6T;tV4IuM*&z}Hl;hkt8
z++9Hxe*Q5HguopWA?bW>iM0pgs1BYS(q813ww(sv8S1hNjY|6h3e*ah0@Ks}b<)~x
zkYicrq@6*EVoEAXoe7Mv&3Q)K>&;C~zmv^h8LBce2%Ppug-Yjgrpy=XEYJX(#H_>s
z_$q+)X!3pG24w6ZBmsM2?@p{&{O{jC%ovq~CH2MDnH-OZbV@q&3rXC<wO^Ngx5zlm
z*^mb+OVq`1sJ5>kOe<S;kFCp=PAaa}&&80dROi&Zy?JG2_utNB(>YP_@bH91L==jZ
z-;>0^e~t?dK-z{zA*28L`~XnVDF92StXvPY$_Q$@N+qaPCpEg{dMLpPVCmjx9$|QC
zUFhp{S{U9HYvm`d_#9&jh^=`*u$5%0mZ=LVDxx|#IM8a=h5AEWX)#k$QW_Z<i2yVh
zU=8ot`nB_j-x1KYAr8<#?<{5@G-657@n;h1K`1yL8r8BvFLg!xeif6^4pO$*h@?vU
zy-N)G*Se$$inbBi%sfAa#_;yaax8{O_dgq|a)#5(O4@Dc<LlqiQvB)yL=xTq=0zNX
zFRre7fCeA10aY(R$43MDn{IKjYHMqAKPhh<P1FK-7=W{70f-$#fc(A&EwOl&>B9X&
zzzL|YXPW>%+VB++4uvTlcFsh{k9;PEp*Uc+CJNN~Bh~u9dI4;`#?g2vHJ!Z^xi)+U
z@4d9TcRHGW+=tuz3X}0Hgwe|b;6EYZDNvpC1H;ei!oTjOtgktN4!)iJESD34KWkeP
zN5#|p`Sl5m8DnB%viIWsaA^Xu?)Ua$xTjjFt8>^aTet)8>!y`B=;)&I^77RSD%2Qj
zEiOA#;zV>x?ZIDELR3`$`OyuhfTCQGr-x!PkFZiUiV5`GxFmXE<Wx<|ML(6;8c@>E
zL;x*7K)X<r*B!mz>qB856AN<O=%@@T8k)!J!$AtK2Q$D4B<PSU2zA_Vf3}=23o9?T
zSvULxbRQ*X(<l&9*Wp>+pKtj+;mYxAymW#p%dSNhz&agVZo$1YTi#c%U-?^S14w?(
zy|sT<m<tXGc_*Nqxd{MLv;uStOL8U>>}pi5QTq!Z1eAB_N<KCI<&x>-&3gDLXU~L!
zYuU=|d!;60r?kX|hEcBI^W8*EC_cw#r2#vt|9unLwkw*nr6mb6S+GkjQCTdmSX1B5
z5^1R}VMy_$7bP#26$1YCK?(DJ?PveT<Npd6<Y1HeDi8b?oh1y9dzBQ7_+X%Uu!Jn-
zoX_A}=5bVougO9_GtLxPbF9V3pm!A-<__s&B(8|t9S9Dypm)Yv^NNkqSCX{;7uguk
zCq~a?WcubS2AQECpC>jFO0rNDXQTN};9x#<mndjUfBqD9?~l+=>63K?KM#l&Zmt6p
z>@Wep^c_kOIHiYL^LRJk1ltohI3$W)Z{A{fap#N>#{ItNBAXiI0bAcdj)uPdq(+B#
zuJ?;DdfdeuXw6Go+2!^A0_*OBSh|ohtBiz<hJji<{BqlGdHo{y?0CI!EOZ77Df;!P
z!9fP<6x?-@AHgbt%J6H>Lv`{>)d`UBXecOOOq4@oaW?N@7?A?}`}@wXym?L4#vjt1
z)(==juJ)aHn$rcGzd)@N@+?t38qm<ZK^g7ak<XR{jX2O~+#c~~J_+bqH;s0v;7K^8
zjtoB_N!Vo?j)b#`dfSK`GSd9@M>|QXIf(JSAJdiGFx$gcrubU2%U8CPA^z5ErG9OV
zvSIV|TaMjT-$Y(u_kVEqm2p*f-<K#TSTq76pmZZ8At~KROG`^imxKr+-5@O>Al+RO
zlF}W5(%qf2@ALfUGc*7B&6|1Q3ncFSp0m$Bd#}CLx*4$(Y}>+e3EVqck`M3FZ+=$R
z3est58hpht#fz4kwr_E{f>U9?)<ovSjdY6>Z~Vlkq$6GU=hK=`WD{5@LYOFCuLIRs
z`l*o`nX;U(TeuXrAHMt|5L+KxZ1H83(`qqxmxEfKi>R-9osQ?qfMUqxL582uqZc>T
z6xnU)hpu0}x)|0FIC4^N%Ncl{IJ?ppGUsuikT_?rapQL1VY{`3z+S_Q(8Vc(a!GO>
z&#LytSqFWgiipN9sX6&X^4vUfcfS)hcOT?Tq%MY#&FQYIR^_W_MQMFuohKNpAKvQl
zb}v0{IiM6C?0vXvwnKfu#}*qs=2yH|@6kb;Dkt?T*<{71;r^N#5`o^nB5Cp|Sug|T
z_;=e=;VZiIPh3yNka@V+R<><bjTdjIhS`Q)61vA-c{XrK<fI%Q?=RE3cBX_o+6wl5
zz2=O<v1^#GOC$YgsCxh2j8|dYjkhmm7w1SdP-CuoPg8!lbUn$V@cM=!e9qU>7!g5h
zyX{9Sic6zxf6;E&VRRgOjA`JASkD`1g!_*hw@#vj&&btlR{5q4iFfW#YVZwYE2>IN
z7XB&LLry7l$M-YWExHyFLM})nJB|<F9~vz&IHwcq>Mb=sMZXJVr8no#V;*>4Zv{~2
zmz6lLa_mu%Fq|FORrHXGbgE%(aOK_%;A*@SKALs+|9UuJp}ip4IcEO(Oj5-q(L18R
zBX7FyuCAuDl^64s&QWO83R1@=AK{wv#LG0gKXab)uk^<JNHV>C5nhXW9I)gEa0D*c
z<MCY$AbaI41mboEoNVvCJ-HMR$Yc!pGalV_()D#x%D|X7d>t=L6G_i2dqQ~hDLuWQ
z%@}UA482&~<1JhT6a@{hIdntftFUUeOcu)-zm1cp@)R$;pP+doJz3}QxnpoG$(Sw6
z81#;S7u(PAHbL3CaEeu!lkkAo{Qa=0<Ccj*Bns67rxGEvAyWA)bOM4e`a@$Mj!rpg
zXmS~>PIxbGzjzW$pf_niBdq&re_1JYg|}TUVeWYs4w2Hc6`s$j%uUs$+0pG2e>NtO
ztG|)Gede5r(aT4|F_Il2{{Ay*`gMvxcSs!TaHRmTSrqNuTq8M`84tEVY`_Nf_R@p9
zds5CG7Brfbg@z@Y+Z$Syq1_of)3a_rRzE(Lp?{h2YyJWsm0S0|*n`iR3r!DP1><t`
zYm;f8%M}jJy5BF2Wzw%mh}uv2<Zs0QQ6ThP&+D+eFtreackN@;0g^*-;oncBnmsLj
z<gwkav{k<<F1%8BALqU=Rw`er<~z_W`kjP1fXDs^n=@*1hNu=lwvhTbdY<aJxr1zW
z)q6cktWLf!{Ig1I3SY2`);RC>by4JohEn%k9~0nPd&!at7-RhIiWwO?^*%aqDW~ou
zSRykQ<TpO~^GQ)~?5k~UB0s-}=_j_@bGCyG`|u4k*p`>k-a&?24l6ySmRAe@QtQln
zTzBu@efBK+O@Ahek}&FpDr3ujlW|PlNn5SX-kpdCXZ?kKZ$)$c-2`04wwLD|-WA<Y
z2zQ_eDk9DMQukx~%7RYN>S_A-uSj^$qqS8(5$LOPd$mQ8w9FWd6a|!snvj2)%BJR9
z%XQM`E_r^}7LRU4!)ElR=#7p=y!kIyIuut7T#Z`_6GkSVQ&R~_$r0}n=_33J4=eY`
zCKKrgCNeT!fOnd>wAKNS-iVOs<itMicV*mf?RI2~GxMk_d-T)|4H6#|MPHo>p<f}n
z>ulUHc3-&;WkBENZ(AgzYa4nz-qf^^rXio+Ro!uV@F|Ga^-ooI`*;myz`hHepy&)n
zmSi-qcwZL^{kAg-ePj4M{(?N|>q7%etuyi$jVbN|cwgxl=jKwKBk~`wr1RCvstArw
zFstLZgeSM?{LB%fA45J!PVW=A&vkwHswB#5ju%y4YyPxxN{!-01fXB~^sfXKQf~$f
zqT4dOrqcK~UFhvDH?q8&yDw&c%RXg3Lr696%$~=tkkKGIR2I39EbCe`ott#`&QP0o
zUAr`weFVRU!l&ozHeZZ}_$gvT4v1Na8u@Q~C3+}bi~g-3_Ng!Ry}7`<%#JI-sq~$4
z_ViLf)4zjIg{Ax)i)r@Fj(z6u-_6Olu6$^PX38;=?dVV`W0Os;E4Dl6SoC`Gw#)Rl
zx)(yPe?CbFN0FtYm@AzK>OpmZyQuGxt3WC@(TCag<?sofe$VFf`wnIjhPSyc8Yk}m
zuJbiga{S7=@>#a=t&C^+p1P9B#qvV2!}-e#0Y;PwySjxJL`i#ld*YjMxNtU7>*^Bs
z_H3o3rD<tt|H9}-T|=Y7UfsK2FU9?c5Imb!*4NW>H3xQ6)6<8VU)>270>2_eCh5=d
zHx!4{h3TUzi^wg!<xx_UJUl$#GBYbW4iVkQ_gCo}3zObE>{y*4PtfGc;AQx)P7Gkm
z65{WF$Mbw@7Wz7i)uJ32R4>(TZ(;Nw?Ct4KRai0-gg-%>Y_)*Xn`{ali~$VBM8w2k
zY}8t9w@kochD$|7Rd+b5Inosq9sTxp%=4_36;l|jugo?IAdz~UJcYTg)e#pwUXm$X
zt$+Phw6uOfjsCjQiWmmJbijMBs;NPY(T_H#ZtNT%x3{!>)Twv<ySe$`2Mq4sy?gf+
z>NRIqR|J8fhnt+79OihL2JImXuS>p79x`dy_#`9{DP~8(T+426K@!PvbJDl8lnr{H
zRQK~E`_0K{n872#TuBVt6jJvCEFB#kq+dXQ@Vq{sMT&}vDS7wzCC~~&tE;)8rxVUr
z9(8SmNj85>OiYI%t61=(pD@FFRLFYkFD+FBF)V~S><=y;9*f=&FS99pMh%ho7ndsf
zo~MiWj@vUmSC{9K($WSC9pQOe)e&`dys*l>FhN8*S<OoM!s9@<KAKO?!4du3a*KH^
zM=^Wn;NTmKN2hBX0&m@W_-Avo2L`J*xa^khqobn(aUUBK^G6UNn^yoz=g?3j{D>*`
z6HCN%AV!LejKRPTL68dI0nMUbygzwH#A&rKU2UgT?;73Q{PH2A#=$cED@+tbdfQp3
zfkNHY)fJ}K6}`6PVnJVFC`|C^Q3*_Cbv!Q}czJoBv9jvJyzu>g4=3)!hb7jt{Jea8
zgsg^Ww$+Kizv$rx07et{?yW$4=C=O+u*w<Nd(zU<Fb7BX`uGtUW}vO(<6mIoKyPr`
z|L~FJe0%6Juu8rpBn&mUyG{T8Eh#CP{i=6-oFH0C6nZy^pN-$OvB1vZ)9}6Htw8_J
z8*MEqD*9ShraV+LhzX4=u*#AAMZ87GQlZ0NSzWb(Sg^IVEh^4-r<{g<V{d;Sxab3q
z6Jlb-937u4xZ7~^)dx`OjhH#q?@DAS0%xG8vN8)OEztJ(m6Vh`TD*Oq;0GcOp<jcI
z2BJmjs4W~Fp8tCJ^75a<!^&)qnO!+5xdbfwBKhq=7GrVTP>+(zSjte%U4_OTVw;MY
zc{{b;0VpYxHqhAv3*#dDA7+cFsAwX;dpzt8&>z&yt6`K3t#2z#g(c<Xv%Y=v0al5C
zgQXBAU731GDe#66-z|GP#O1W5CGGnZtr_Q6N5|*W{be@uQ3lvxSsNRcS<h>}H*emY
zoSY211{D@EpC4~8cZ8Ee4BIaKBAjtqChqF)c7dJawqL>Q?CeAWE{CR_)`(0_e?Rc`
zr8<87GK8jdVPRpIC`*}caWF%=+|e8c#i?0Yej52p0003O>)YtVRG?1nwGml|B_sr9
zXVcnN*NGa(+<9p}yrI<Rv@za<O8Q<<OzgJ80JZ1VG&cfXBC@U%nr(1j1+IXdA0@nd
zGaw8_#m2Ik4b#Bxtd8arK?kk}=dL`)>D{|0KoJ8LT6l7@Tr86|+Jgt8;^L@oZf>Lb
zn(bjvh5H8v{+5sFv~+Z!eJ5bUAtmk0dtHil?_Nu5E36w54{U>V5Mth*UpX@eRDz4+
z#_RkFYoH>?ByxoVyfP073P|XxmX7Mtz#XzXTvGu~moGeHMy!rLfHtA83}Cmvza~L(
zy*ROP+?wu$X}H<O`cRg9uq9*&KrdcX@OkgxlaZj%U5xmneyGrqohe~6?SIl^@d@?x
z^z`q>#xEeVWDugDVdCS9YiT`(bYldxG+E-bC+xXBHk@V_>%+ZaPnjJ0xUeBRlgLLp
zp^e3?0Qn?cHFu)Ik|>f|-WYzNyx{qymVt|YyL7m#h(f7}j^u_j{Xu>frfxbtzaJU~
z?ODVYO49p|gP{clov^j^ZCt6r7Ani{Y@d_XLq2BUW@jJ^FSSQ1U898F%}%X*5<S;I
zmHuW?{?^|o>*6N{0=Fe3n>V)9T}1nT(BH*y_7s1fFu!MBH!~aFbN-@aUEl-UAv+x!
zh6ht0OR;zy)|AbiR0F$1jr#sR?l_JA-hv@%IvhJu%J*UNh-xc<EIZkV%eJD=aL<vT
zVO>1pSY8;LFD9;bjTG}v7%s7NfQF?00f||`<Nz+kxJ%#DcXjk>c5}Oiv&wv<4Ve((
zRDh9*0B0;vOBWL*HM?A*#106HkEW7ace%N3+$6$e4gZ>+@bEkoWi(=Nn@kNl4;sHf
zb)>=hJn2dJ!i|W+L5qCV0$Yk&H?wx)&1C@dM>l#&*+w1DcWWYPN4jkej!#0ei$%1Z
zeTdF+7*OS?-$iLB9aCJCBT_8nk7Ap7vG5(ZHt7&A4ZGiC!QchNt5V28F=!d+gsmdf
z{he+%KUjwfde~zWm$O%O{QkuDGU7)vbMChC;}D9>{zw)QhsqD?np1*iH~sH+a6gi2
zl_cW*y|ET7cWQ}S%*_<^g)fOkj<$76D(^KFcf@O}-^F2)#cO;%U#q%la%(z<i-StT
z=1O^ADz$;L*H>n?4z9;Rp^<os*|_x7q%RxmQ<f;}3>+G}x0Nx`S)E=w`OeL2y`FJ-
zjD^3ZtD@>`E0e^7SFI%{B=kYT8AZr6T7zPuv!mljPfu`I7$)R90zl`beO^@#6Qs#a
zJbNE?uSD(BJgu}|-&N3~pHXK8L4?2keY7XFCAnLzt{>ICw}~FT{As=1h^Z@iUx?&#
zg_G{#`l8z%LUr9*{|KKIg1fiRSf>Z$vC_4wE{t&ROvcj5JTV=X(Wk%}w>=PVc+GZm
zvGR_V#~<F^fvgp7PiAU468#J%bgcO#XQS8XAJrbuwMY7)l{E;i3@c!hJ`a(I6Fh0_
z+MD$VDO@o3HV$Or^Q5$`)}r9`eo|&8o4f(1WUPh{D7;}|VH%`~Y8e$m-93~>p16_~
zErc^fVO6YcwK)C*EF5iZxb#hnn=IqnpDETX7Tbadj^5L^JJnHRJGkdR#%9Q;(Be<{
z-0Df4B5x^(A5ND1or|&{oj3eOj7~$<Qah%@!Bsh~4c11d&Em)4dxTqte!qX*$<t;D
zU%R&`{Vu6CX4NWWe4>{1%@x7pk)5@Ra+!B_tp%0zAGVzbX{r6c`8^;XbfS273AR`E
zt-Wu#?zPtn?)kd5)7_DeLB&aiOj=<t0cBcnW@ls)z=fmZOUujcz^ajumtO|l7-+^f
zn3)S7EoxXi4&@2|en~s-g3(@VYugZb{LX?&1S>(S{<~tfi2imrN>;bXW)8vkL~LTo
zv`v&YF6r<4+#do^yr(~5Hi=X)9DmbW$Mp`O^TKVefBa?7XcLvbVY+4Pe%qL^YH?Fn
zBo=aXt4O<f8=kgYkKo(&m)4s)?CxQ_MdO0yDU_@fXSRl{`Su_e_TKw@oXRXjHbTb~
z{jsJhB*CLbyU+mBR{K0&S|zX-${`IdY$!L|hBg>q0Ca3IRS|px`L^lNA#f-E{L!P5
zPu9w}knZVMOb#NWQ;{6p!|#t>QLCG7mV8Bpg{N(2abKNn&QktvLlD_hf$$D(TCRpo
z&2XBLfs#lZVkwaj>UBq7mN!?+@A*}lP3GINZT4{eO`<y(%*<g*FK^EqaKU$?uG&Ub
ztiSi>RzQo}=P?o*#_YIhG{)si;)%oFHnZ&2WtHD*3IkoGK)`+IFASN6mffX9>98)2
z4&E^a<GEhR5G!3<i<Xl{2d4?M?W=VM(+cv~V}WPSGb1u8nLm!Oi2Qm${k%QeKRtiF
zQ85+U@VUAsQpY>(hERuINfehJiWz;bmLxN78h4E1EW;D4%VG@+eE9;SDi7Y2&B7Jy
zlHy9?h-9gpBV1OFa=CE)c%36zJU?vfG0iQ7Im_P5GjTQ%dtH@E6~q~~N1Wk!-U)!0
zb4P2^`R?U1Au8v%1#v8S<;0t@12{J2l`V4Xi>m^U+w%z08uBTP!dzJ2L?xbR7vnn1
z7&;?AOe;Qm6e4{^@^XwiO##{WCy3vK)0D}IOGH$qb7i`&Xs{W@p1mnEC?DTQq?%iQ
zN^Wya!ip5vj`E&SA1#?wG~i~`Yk!}@$(F@WOzJf3In=3vYj2LWes^a`$BLwpqrJ=>
zVJIyw!^eX1a#<KB`R!2V+pEp(?b+csBT_cb7`pg1&!(qpmU@#L?mH>&l#h;oIj5*<
z;Jf|8|3Sk%{cZHIT$3l~4O$XeRkY)pQpH82QaiVZ9$GzU;o$qiX(I5B*a7?10ImHV
zJVh`G)1BmWRPq;iKa&jw*QC@Bc(jH-u9{H(>|*>foLs0+T~n?hGP^9xRXb2HnY+DD
zh4Fg^68t(9Hk9ZZ`Nl4oG+z1n`Ba^E(9w;jt87Lz-otDz(}mZ^nJQ+79SyBeUCT~M
zuSe*@Q*=(~YqM^WGp6bKh{gKGx2!Dlhy=)@K*N|QHbB*^u=oq4Yg~V5o!}hHroDc_
zF*r1o%XiCt@SEg_v6jDxxbvjFl}Z2LQ#5Y{$<ryum=um5>-oL+!z%6Be?)7dkXE+`
z3cvU}f)f1gC+#W2rJVWwoMa|qo`gMD0k+4JWd#rOjdg`i$BPZ%DCKM5s{)Z4-uFZQ
zkR9dMYh!U49*mXmGM}K`TzNCA*7p61RjghwXria~{Z+L00kxCdPlLDNe{+Bedvbbe
z12@_?MOr9EEd8IMq>B2hA{HbugsG30dQo&gfRtE9`gBE|#iYb=e6lQgH0fbd0voh4
zF?Dr_=NkqW)8{F~v`d4(ZG)yHor^;g$1D%%j$<NYJ^We(E`?l$Xw8t3Eo$TDcD<u|
z#qcNt?6xqS&M*|MbE*TGh#6#^FH<aSOmmSdw|7<>xAiZMpRefBlN}lp9)0AQpUO|%
zNWp8>R*taAnyW!h{<w4%*`c21cVqFpG(BfjPL=c4^Xtn)l4?&cn-}Cd9<O@8GN~NC
z64RL^p1V?$ffpxOHTW$Xa4fCJL%{yEp=?b!LP^BTgRqQ6-^-5ZSLv25!zGCe9dYui
z*{421+N1|`wX<?j1J{(uB}xIEG(OLXWp`YgK5yJ};)={jQ`aTcMCCR(d-O);9v_-A
zqKQtHSfrCnR2s~zCFH-H`twz-x!BrjXK{oT$tq*o@Ur-20U^;mi(p7)J-^csUS4RU
zunxB%?N~vqz8>Yz<?^Fn1cqXL5dxpj`n319bbW?(16a0b$$xYwdOG(1Rkh_Ol7DC?
zZX8gV8zj^hwSQTyzxDj`fl?krhWhKS{0jjnt-jQXiE;6!BS%G?Y4fLCD~gTHEXh1(
zF!73uHxS?Bc1+hNJI+tBF20%~vnpq4no<d=OycKM!n5Fc9h4(<sPdZhtrQQB#!hco
z1y>Y3x9!Poo4dkwpX~M81cFcIOT5Q*%g#o-q)(m_YuzqiCRW3dvAuVC@q=-2s^ZPy
zcl4m*k*AkhH)el-r(sgn{s#_!pnbL5cXVQ3c;afmVT^LV$GzVu;QYHQjMP&xts)BR
znYxr{UnnhlNkSfvYR5p(^OMPyT^SSPh(6q6=4#yg2P>xEKGq0Ix~38m(-jUj$%V)>
zw*-)OZDSobVh_i#Qn@N8SJu*2h`Ho(D`}87i>VYW)e4WD7Oa`z2;Y7XF>iW*nsIL2
z+GxCC`iAv+K+NMQIoIja;|CD%Bp+|D?6rteuJy8JI!mzR=7lC#Q1*{ve%y;V17jBt
z_kV!!oxbI}r@P+h%-2If$*h7ixBXHAxFZXfJTzlTm>VcsQtQ#ntXuAN`fAa${_LLc
z>E-F4X!^44QQcC0!CIsc_%Fc1Zhug;l{d2bMo(nSk>}zoO@?4TRVC)H{0H=nRrCZ-
z>}ljbai?iN>QkQ2;eD&*Y&m{l@T*(8^CZRlAmQt%#z?Q0oBu_LqSfV%r9Kq_Yrl}&
z1ncZJB_ElNm{=_eXP3HzY&WzgcU@KRM>Z9$qGRojmC^6@nG&bnKD6X;>awqf%{A7j
z?fFF?Sv7cjSZxt~|G8`Y<yj4n7s*oQaVSgw4Gs;w@9BQkqd_e0+CN0_d#Lz+2b6u!
zd)y^b0_dSa50oJ4<z{&JOj@R^3O+FkI#Obegx4E7aXa6)Y!;2V&nyqa*4Kw#-OaA1
zoSwVFcedH$vmMAtkioZ#dAFF1&UZcfDfuCf7yr+4zM<C%1td#U9DNC~xoK6|v6mwQ
z^Mv#`I*!l03axh*k8e@D*7!qnYjWjH0diaYB+Gz~`GLY)LO8;ixy@R4vpJ=zS}uK-
z<*xXKErXtMS_ryxlxRdg(spMt7RU6Vo&^<=R457Gv**t<K@kDK)2K%8$Vl`U2nnFe
zi;NVOkdQF&Ic<fe1^0#1mc{C`E3&SW)pMc^ZnX|yfJ0747(Hl)mwz@U=;axF4opXx
zPn@zi%kkRwU|R4~;+%M&_GJ!TaXNYAM%;})f+)My*xGMPGvtS!mE*CBeZqGff}Bsc
zKdmfJ8xQ@Rx(HM4!0<n{c%kN9Q%xnZO0cts#J2GYJ3*l%-}Y-h?Pcw1_;IOsRT(&X
z&64wFc=hS;aVKiu=J`~&@kB`A{CNV#?2=y@nFm*7-x9O+&ML-FT+VL|@ryI}MPYB6
zBN-VOf<W03wzKoj<NDGmhFMomK>-tVRRyYB(5u76wBLArS=fZ}_;&aP`zK@9HHH0t
zmN^dmJ6*F|McWJ7OgZ-n7iLJdnecRDjrk_Ao=J4ENl}V7s$s@vrUmB*Iq~+ad_|VX
z2zo@Z7+34N!5b#OVWfR_95Xx>tZ!xAG^`f%Hj9RA>%=ldd+d!@>7AaMid5x*WBN7%
ztwz~l7rd{2ErR#juC!CUho?l`?E<R~SZjFV*y=PzD<fT)?Pdr~15SSne14%Ls1@+Y
z?gjUa%V3tw8;2t@@tYIsP}y6_?powUL}2sSulxWW0s){6#%_j&6bRx5^zrc~_>AgB
zNHEq1_|q>rS*IMOt*a{l3QkZo-1q@xisJHes79E6r3jGvz7zs!!)Jg0r$DR+CeP<F
z9k*cMe!S7wZ-&4Lh>cYXJ^?jQ2f!NKo>#nm{O1hU$DY^iz#_SE0_5~B0-pRpd%3vW
z_A~(iC!XUc-1u?qZ?O@$3d9(K{sOF#C*cwZdcRVp%wGUo2nY#T-ZY~C$6)|K3fL7C
z6qI*s!?f_LuNyu13hVanf~3rTb<h_fzR~}A7a^+x^g_MHo)+Lmaw@7%@ch4i{p#rH
z5tWxOoOG|dzB)%V0U3(^fMmjMf7==B{GVKaw(03aZ||F+fN27-!56?7KqyRh=YGb!
zy>oP2f)xR+Of1x6*d!#qfM)^m0^lJ`5|WVca4f)}ekJoIKq>Gvw)@WAyMw$Z)de-C
zR&x{T`LX}PvC;AIT_DZ^bz5PDd;eD<1Z)U1eIzhH0CAD=-a;odn$b{-Dr#t4|L6tq
z1sfZ?e`ttYKp+K>PUNtN2yejs0HcF-cm`CQN9_;s@PJ$Lp|X+_WMulVum~-iR<*6~
z!h#_JO+|o59v=K4v1x_{2Ds8RBs4g95kSI=i~YXD7fvDHztbQgNF+44TD6YBt*s&m
zd<O7ccsKxp2OB*-L8tW-Y&mw0j+VB5pGQXaCB0||ElDfB?t38#3AD!Rs~3<D3{UqK
z54LAhKqK?WzxQv8-$a!SIh0oOuuuqa6T}HfAS?)#%9w-yN#u2j=;)9DNft-@Or1+4
zs1w7TX5C|9c}lH*^8myt2XZ^en|g<9BmW@C02%;vfd?8W^%BE7pk))TcX)~xEcy=!
zUyPU=v9q`S`jt0%1mL#$5pwI#pMV<4fL>)~FykI{hD$qtTSDEn!8!q<8Y(Vk0VfX%
zHa46L#n<`22GYeL#GXETh6$iI0H+AZ9CUI3eG|uvbO1Q$k3&6}tHyi<@oOHUTcmfR
zk9Yq*BFcd^#rpQ`TO<M^B4BY5g8<JvIQRhouON`z0SQc+0*!i|Gs~w>pAgVJj2X<5
zInatARuOW|A0LocL8t+GPxJa?GYg9#sSGlZ3E|-2AX<SEqiz}+8UzswWIg)E#%*?e
zeC>eR6&DrtKPJM&6a+Z$*|TSQFe^a0eOuq$JP=@Yz~Y}m+^40H9c@gsh?BaDz-VE0
zBo`mSMx&z2oT-6ck__x(ymwk7It`<uqTazSncb0Bx#zE?!;<y}{#qiJ&C4N6Rb^$A
zAAmLPs*jCq)qFR*^C~wNgSDrp=Vw<}j>c;N0Rg0v(o#qg`Kk??l~yBd*nG~xIs1JH
zoS`Kpte{+!eDw+o>SP!m`226Uv6_a46yV0NBL(}34hWi7u3Dk-K$_^cj0_e~3IhA6
z3Djyd%*<JkeBw(A3JNgz<c*D~w(E~c5SkRP0IMF@<H*R!j}T0tAnK1|q^ECbZ_oPo
z*$`tbXZ;D#j8<4`g1A=0(hW4Cz=8o#IUGcrfb*Unj_Fo|wiE*F3BdX=fk=k<Le|sM
z>tE6Rs$FCM^u>$X$%;~wzKDbbX%M(n+b&9#yTf{?DP_qWCLe>wi~QNMFkO#RU+c!p
z7?5;%15@vfk&!6;Fwhg@V?hxKf?&@zexU3Su$y9no(vp)k{};}2$kJG@rX~S#@>H;
zcvz#)z{u!l45KD{F$^O@AtCTMZ3Pt+FhNwsyHiq90<e58|C13d^ko@huF%TL&Ta?<
zuV3*T_mq^B5P)zTo5>eWYZ6#4fOh>LDuW<B=eOyZIypI2SkLyt=`AWPorh>ch@}u`
z4PxI^LkC)yjEoE|cpp%xJm;$TfQ)*x$m7x#nzy#qp)8mAU`{UgGlYH?A=GT~!<b)M
zYJ*$Rnn|mw|7$VL{!&jmNJzm;2+PjSPDVzie`I7Ni2Ck>2S%Vf1L%7PNKVC&pI!TC
zqot}HHy>46&t}3rWaMZQ<`D3>`zhBKelSIXoJq^X)CQ0<WDbPB4Ya;NFH?U^O(h)9
zxP^ksYP9MTh;o5_#`WR_f{F%Y#OmtmI*^+}4u0l#WWj&F!DjE^@VeCa0WvE3`?=)M
zlcrt^`vc0Am9^B5Oe=zm*JV{jNV#Hsy8W4XVtliaa{uIx0fb@+ay^hQ5$OQIseAeI
z3#-vx!0Mq2!hZNrb-wCN%co+<VDO`TK<-4S31N^?cQO~q#m)V;3${KOe&X++KR-Z}
zP4qYxvI~?=9BjtF^dPY9*M|KO5dxe=5-%_vSn5ge3k}5pf*P-``yqTT%%SHSOVDIN
zk3Wzqj2aXaM8N-^3xIRL<UgOBID^PdR9&3_PA}yB{$c}h*e%s%?)thqGz<*HA%T@v
zUcZ|F(l@BwGT<Kwadli*DFOUNQMSkEg-8L#`N82~97G8Wi3$%Nf$|%W1yl?S3>b>O
zv$X{x>rF4XMc+nzb35Mp3wkyXj!uP{S*c35Ie3^E8*n)89el%4>boUmiYv=<sD&9H
z`Neg{)t}`bf(77+|HbA>Rlz~bJ)wEekC*soz$|1s@=rMo1OMEAhI-KWX_QlwO~4hy
zNQ@Y&!p|xPQon%d=|T_ZECnZLWrpxSy-+Hi*?{5l+|R)K#5}lOklQ}{{5yOV8>0vf
z1nKp_MJ>>4<Ed|$=StawELLiJrXFTKCZHsI57KUXkmAucBL)H}e`$voI?;c4-9Rp?
zs2IJ-OIk6-xfA-&iwEaR))d3NwX?rJM8O4j+3<#&dYV!O-Crzijep)B`zI=QOj8Mo
z&zaHGke?yg5rd|5Ex4mV&FmVy37Wh+P~ITqpa3{RwG~gNEMyAUzt!;gXm-+5VXesu
zLH1yAUNq&CTpWy>mi6)WUbZlBEgvOjV`CdF&<<>9;D?+QAM59b3Wq*k4YKm-P7B73
zFHj^QwTF^gr_tDb-U&-%UX|;YG};u65OxvD32jiKkz8x95Al|;rhRy|8|vmQo+U?C
zRT+gJlf^#E;mcFsNS@GRbIPH!z1^_{fE^=oGGZf!7fOqBG;AT%;dc8oVUj}0%bRGD
z;$AVj2Qp9?9U*5cckRx%b4d2W-I(xP;n3*FLjG%oJ++M*t|Uh1$M{fh31(W=ZHhAc
zC(S8g?)!hurAEr-p{sX(50EnNcnvZy``-aM`#&DJAx9@Enfen$=tf|?xg<~|949z@
z)jd8j_2lg!8e(&VOz-xT^vbEM_rg30pmiiODqajK9u-C*B<UE2w|fMORxN~2CH4AZ
zxkoDK(Z#WqRyqknQQJrsC@}eFh*70!731*Gb%aDRR5`Ad?O(rk>CunTbYd{v5;5d;
z{`puxi|5HEcgXkq`F3Z=>9sJ%F>;#D5)1o=#Duc%-Rj-x7rkI%FRr^LC-U$e9UAIu
z0b@oY@y6tb5=Ia0of0ze#AO4Nuzu~m`yrL-5d1R#CgCnh=x9KbfVap`<YR5kAViex
z_?X2QX5~0glar@Ujwj^!pz49QM7#)mEzDN*y4L7BE$yK;AzKa3o!X;!o<7p(#Z!&9
znRT@?H17ED_$zEb^`Y0g^CDj6EW0o6YolN1e2e73qoGJUR;<O9p7(aP_Zn0u)s(`X
zIiW?)=iQlVjAI$~V)gHT#V_&@-DGpXFrx8()7Hyp!p7}sE5yyA0Su$A5=93BBB^sk
znQBS$aU%L5)Cuy7N?$xabC(cMh2Etqu6R#P9#K5g^z8usZ@;g7L?Zx(kwSIVc_rrs
z&py1?;TK^^>=BPVweduA>})zY5swh&V|m_H`|r6aoKRILF#CP_=OYF?<8y`Z9jLuO
zLDDg;P;qd2t*MFg`0+HuF5drRWKgbp^ws*~_8Cs%bOWZmn>mA94fe`4UBs}6+}rYq
zjyn93(OEokH*-T3`bXJ#6bz)^eN1;goFB9NZb-9}aXB$)X1k43!h!hJyrg!_3Ja9h
z&8IpyBq#`wSER#C3qvSu41Z0tjCUg4!_O?#_$=K<Le`j1ITc=wjqT*^-t9MUYUy9T
zkCN$PKX*1kVT<(h3hihi^ogOtlY*ns@p{%z<?F~c%HP72$Gr${AyUYlVT!=JqX>jE
z-YO5|3nLR6h-q>UOOI$aV86#k-bys2+fsU|k@T_Y<dS7cf?rBej1nE+62?5__UUt^
zUNgiVyLTf4+jkPL%*0%hf}`z}rtyKX#evbn)hy=9dr#}G2@2fPSVD6=rTV(b@O5sl
zybqlEMt(^d-e7n0&P^}nSG=6>Ulf;6^1sbScZUU2Z@SXc-Y&?>OoLam-ZbZCTu@jX
z-}%-SuuJP$A0pJ@u!#dFj6}DT@`YEXsJL6qNXvbKXJ02Y9JWf0Tc?sym;=e)6#MwV
zT;OcG<rOJ*xu#>3KZ@Ha=5^OY$K=N$=@}^K@=f{&hpvTRf5q;sIm=(wnm=qxm&1I%
z<MHW9aY}E)%If%A(yz=y#wzpd4sPQICkqPi>&T0>iX(9bnAD}7+B6_<QRm{b70eF@
zKb%)u`FC#M3d2$9OCC-GWyA%5c!Q+xcWx*QaH!}8_Ov8tjXY+kcPFfKX2r6*C(&bL
z^w)Gf-d7PvqNBv%WSE6ZHAGYO;d2YC8VhB#1kRcWL4o%dCVy>hsaqJEGEL+u)+4JJ
zirbVTxoBR|k*-wa$h(qBp0aLOFn;hhtF@J*3ZvLx2y46-bEdM~NLrcXE>AJV3<+U9
z=P?6c%%A+RT`gYXTEsF&xhwrlZJj!dc@gDI#Eehqp2GR|(|1_ZWb~dryy)=o)YbS&
zm@tELhiOPRKS>-lj##ISE@_~}0sp753Z%T~2cr?V`ePz<Jhhw=2hJ~-+rKK*Dro8U
zrZWq9-|tgNxMOc;vZSo`_*nkOq#F;8+JmRg?=h29W!gnm1?P^Qc+0ui?wCGtlnCpj
zpozedkf>-X&T<ef3}+305ZGd)#e0*;0XwDV0d=P%*&AeYxv1EQ$pKn{<j)+t9n*#j
z?`uDN-Hd%T>8<#HwQ%*MfZ*lMi{6fh7;Tx){QH*r7T8u%Wum<EW(a)!u(Xv!`<k1*
zp)tPswXjegidjUDzQ5dupF71*38ndm!oqFgF%ul0Gj{2c^h*l{=Yx^31WxXVKW9e-
z8x>-Id1gwF-q1WWP_N|kjoXiXwt#ml$u(53d0KEh{xcb>sYGnZuy0uYQ;M3)z)tf-
zZuYV0qAK@}B|q#1tR{!@`?Vh$eDVs{SR?*$b702qrrx)a*8iO?EQ8eV)H?D!y8o3N
zg|QH|iEf36-ygD6F{hYTMxUf^yk8pg!i|fp8`D(ST(hyCxo+L%cw$Gn(cO0^iL^_7
z`3WvIkrsT!QtBd3(e1EN{Pdk?u#JB=+SbZ(F+Fa1$$rq*B>UDF1(hShtps>sr@$cE
z+1+g#9*%;NvfSR((*+7b`S*iW(7WllEaCxqB{W|$C0NA>(InowNjd_x1$dmOlZy{a
zCEjgrA`ib~B9Cc0HQ0m}no~~sLiW&t;oiM_P>_ej#>N^?xoy|Cg9F1vtrIh%d588N
zK?DK@&C;*9md2|?W+YoXyErZzGHSWRKh~b-L`O$Q&`Dzx6F(3H-41k3Vi}5m=jVmt
z3o$XVk%H@^DQiS80Tn9JICS3#Gm3@IfF>&h!wM8+g4xP*P{2d^$->E*RaO@DU&b-;
zw7Wn-gKA!a0$Z655BgXmXnqldtWc63XgE7Nv(=Z^0gyr9AJEF_c$^wlSpDu|>*EC{
zJCCzfYAV@y5i_$KV_GOEF^~`(DIlkuf)RwvX8Bl0ceepl6o@Ihrlw|MQWC-w0r4Wx
zBsh%zY&n9fVt*;YdT&Gx6js}f^Q)`Cijrn$IRuduGzmjs`oOadb)I&fZX*dkK0bnW
z23$IXgAEibh@J-e&o|H@*SYMgLvLPOTnwO93j79?<bon1C}4c#c~(l596aL6(LHP@
zAkb*6$qcCHXfE&oQ#`NYK;y92e2*Dv2j0dY)ZkV#b)C=+A)G!0u1?620Fb)z2LLFr
zF7n-OIG3|4_>V|MC~n_>Mn3q@R>*<$0v1k>pshoYm7r(1f#|i+iFsO~&N>C%*U4h6
zF8i{~e<HM*Y1I}Lg~8nSnMv<sgr^5AFCmyMfwRQioPJ$>{qE5b6+m+^>b8Zx->iN1
ze}O8My*1wplRbbk2hDKT&p>=`=;@%DGl4xeG%+EMmb&xcfn~pY61UxLKu1{F*zTaA
z>4B(fd}=B(B_%X2ju0UQQZMp?(s*Z7)4KRg%WXi~f@^DEfFV-oLBk#S6k|;jYOwG*
zIItf!J0!0c$qng`clc*acR?9Mz;Y89Wy*9$<3(?R!0qbC4?!gU%L66V0xka!A8s($
z?c78(LqPQdI06Vh?O?p}7F>0Jlvj7Uln`%c1<MY<1h^kWE~2<^ZEfXc@X;V7B1%`x
zhT(oYbdG>1lvqr#B2cD2Xu}XO4rp9eZEa+PVzJ>Wz*S8^0YE?@0I?Y(N;5lH$w&Yn
zi6LmA>p}oav+wsG`1<;e6j+*?b^w8F_wZ0uO${F$IN*t80k=T#!k|890Ounp^I5^U
z>JcL;bW_mf-a<zH$g`f-;JSBwoCP=mbOVEhx&mTB1Rp>k#u^s{P9|Y7F{5A4q4L+8
zYxM`rh|P9E0#-a%_Um_jJv}d24FDPD0DnWg0Bn-L;5ij9L<@QkG#Xu?m6U-~4QOP+
zD8nU<k&jgG8!g<x(@P`9!*zy;q}u`h{w^z?_uvpCxPS<s5(sdh!*z9aRe=QzD3s!v
zqEL;DjrV5Uw%^v&0f!A1`jY%7hu#k)&@1(%i3UnQ0Pg&0ir->_7688H^0?pvx*dRr
z&+JzezNWe57gV7?=JFD;^^EwCoJ<1e60jwbcuT;z5JD(~k<!M7MUEInRCIKBLP9sB
ziI0FUf80thsBw;R9UL2L@9!_tm^Le~nK}1f`z@+sqeh(D16;=Ii)8_DpF#L2!Tz*B
z7?5hDcq8?UmmnXb(jj6RmX*(uP{{OwNZJtBZ48nifN_C+2lU%Pu&qJ@tlJCT5}?B6
zBqsmDDhhP;F?v<taguNJ;QoEH%R%3OxJ;0%L28TylwV0v@g=C{kf8nl_Wk>3Kzt)(
zVpJ_VgTZ}fgm4VT#2hvNUJRQ#l#8I!T|I*?+6drt0IO^uPn#__g1irw)nQnxWi2iB
za5&7IeW78^ZhuMkS5FW3yFW-^%+x+KgaaW4d6tx$>hJ16UZ))FBKvhgywn+&5mXXL
z@U3c>eX85HZzBwc03+}?-{b^b82;lv(eofUv~Uvpz@<naEiH|`{p|D<>(L`A$R-eq
zBI4rvozyAARi7Zr5JXjgi-8JRVKI?5Q3=ltHkS|JCSl>=5M_!rzg@AkxcFA%IU+{`
z48$%O2~Y%NO87&*uxrqX=5lBKN4_ITqO>hM7KF?IVA7nNv4`tp$awir5u3)s&c4us
zA+P}L8}LWHAi49Ek*wzgei~JBf8?rL9xjz}0k=~;QwzS1^9T6$8$CTic&|5D!qmTO
zmO2`!@UhOp#e|`)Ui1{PB45*L$-$oqc#BxTR|adRcTP^?soz&-e}h~W!A7iJPDVr>
z<S6ry2WV)2;FSS!4U3KS1NSN{EG&)!EFkkjW?h{ur-xet0oEYi0ulnHhr1Jj=E4Fq
z*B@Ymjo(eZ|BKI<xmptU-0~6PID(`&6;P|H>ffFffq=jRRQwB2PDpkLA3;-7(_m&h
zxRz$zkF}?#rvZpIgzR~+GVn1m@iFAA)4guyH~^IB)e2gHGX{A2|G7AEV9vH(w~r3M
zK7)2m6v%>E{uh%INZ>;hao!3E#vqeJd$~TQtkicMG&neDHm?fYpCA#kfnNb;l9R=o
zGxZ4|(S8T>3My^^K}hZhT_ym17G>sT&-K?_)+rU=Am|zZqhMlT3B7$w3x0?uKqLh<
zZ&gMM*flo%n4L`lA~Qq_)I753?HoYC1fi+W>(_)}7)#B}910$78LtYTqIu#W@SfC>
zcpzB=9T-t71Q8&(s$N-HCenVsa4dlp4~%d;xKe<l&aN~{B(10S1Rya4$Nc?XCv|IE
zn^{{WTJw+?f?MBDliUiz6=&QuqTEAl#{WN5i37nXhTinQv-IIV|2sexEXPpH40Avc
z1PJ&azAyXI-Uu-AZ<q))D_BY#4jHyjBld2!W&MFB4-zaSDKRmzy~EF0#b#Y;l{6(C
z9XS^lmwV#-V+Y?T168)u5$KmG`(!>3eD1NKp&@8L1>ydX%E12G%N!2byk>G23BEOQ
zHCHfs^+)&b<W%{!?u&}atIMKu%y@BWN<5YAVz>~NmX^N6$Aj^kqGig?O4)2*OiueG
zztTVJ|7vArML|cWK=S4N`}cuP{*oz{JY0f?o<8?Da1;2~@e5+|@)+NfH%zI8Fe*q!
zVm5dgny@;1BU3B-gzcyW;Pru$o|cuBb$VZ|KF8zXqopPR_MEjM?zfG)D%VWR%=rI2
ze=glCIN~C7(fTl?h>Lq2%p5$~AOe#$Gg-$noaD2JB){?t-V^KaeqQb}oS>SBz%~h9
zGq>4Xerc6X*|%?3g}eDT*K%++XLDmDoJnNt%XE9<HxOqMDUsVQQ%K;R_s*E&p;2mX
zE&>SqXIW};Lcs=<sydr~!sXd+c8#OTX-*0$=LD9nt*rEUse-C%=0s-F!t+>E&6}j7
z59o#q!5edO+ihf9-;RRU!95dFwP-hD_oQC{5asyjrM&!hab!}P1^fwn+4UyoR+v-3
zx@mCboVT7|JLh<qsL(|(IW=a~6q8)Ya6p4oSa_{2kUO%L`9KC!<Hu4J5l4lCnMns`
zYy~5x?2u_EzuVu!)Eu|eva$pJxN2(t++blq;0Fg4W%q^>f2(7h%lOA6Np&4KH^=(n
zII#P7`}TKwJTqAORMbE9NKzVgY&fd;MEwj?Q{67saCmt^JoI$m;j0|kLG;sBSK_($
zpCO({7M`yW*qy@Mrp9s7b@}HEkE8_dw9Lcr*Wp83Qs494QY*$jj+w0>84Uo<t_<f7
zJQdvckcMy_W&(i0pQ@Oh;~@Qfk(3|9@l7-oAf~hygN9jV_vNBLRSYYaZ-9~6121s2
zW4F@7==yA!HzmWw#Yn;6%E)JQS8=}ij_XuXkT&)Bs^vu4*mbGg?SbF){@nNtZ)y(b
zlSRDO18^*MW7K9D$}JKN<!5jAWq+_=dpks6a^Bt5knNi1E(^f6EE1xU>sZ`#mAdzG
z{`;9X9U~*2zZ|{N2x5_E$&jPW5o<+^+sdT-vTpIEoCtGkaf#T*hJbj4RbXF0pZcGA
z%-Wa-C9fqIEQ%_kIR++-xI!=%RxO8IY(Y*P2!mUMQ6ALAqRr&&2{|#usfXFF)(N$N
zdv8**se<RA_ABqrgW{ub*Y$j}(mZOa=#B7D<r)o+zd+s(o3cWxf$S$uBiG28jf4JO
z<^4~nKkV#oaj8p%YuIPaPNlY*s6?w_u2N>4pC~l91B&R2n;nfT977!z{zx<|7Fm^*
zR&m`UXzGi|2rZlHq3{}e$e(PDWnxmHh_n(fo){Ze+W8~;ZNC^2If2(s-g0#Qj~GQg
z^|)g1;e0X54ISC=>6&N#th*&Fpn2~bEB)g-@6S>rJniJKFjpBf&WF*+Ow`)mu6mtc
zINO#<8Es(bf3Cl!7<UVur1Z1;Mo5_nroWkBlE^!2T4o0MYR}nTA(4VOTY<J$sT2$5
zNzbT1yu0?WuZ$uq-v~KZ&UeLnB&*`B6upCsi(6(d(X1qrXE4N5zHqKFRi5(s)f>24
zVF>h`(QfymTT4}<sI<JGSbC24Ly-#3yC|eC5%2m>n91`mCA3&O#mDBdKmTZ_|BRAf
z%oIDX-$_8w+!RSY&N&tTZIPeLMf3*(yxc=MZ<9W8-C}4~DrbsHln~o~CTEBjacGJ5
z+~lLPofX5OXQ4DfX>M3^`cQFr4R(x{#3-GbpiuMl)1XVm-qw6-3I6g>!9ZsOZ28w_
zpZL#SL8yOmVsCG{fURj9IpI1r&ikr4pRQ6sDLp?mn-k9_@-`WJ5*AP4eBZalCqrxO
zPw+jLe@EuZGn(}>uAC}cKjpuHr!yX3$^R!8;9nq>^P7&3ILxLXq{;}wH_GJXRZ8~Z
zq8uft-2YmGorGXzwr#Q#W?)lduMvGoJ7G=yY_G;Y{s=yw+&s_Ct>oRgl-R<1v6HLw
zO(NDp%;vUQ{jnjezKMIg<*H=I=;Rxg_!}F<yNLoxO=pr6+Wk_<7VXb^X0hV<J2u*j
z9E+)MogZV)hFLqfhpnigFo#Rf@lciO-<iFIGnQx6EchbNt>)RAk(a!sN0<(Ksdz#c
zFH|Km2G5zhZCcHIY4_3R_fK1F$|_q%JRh~><56f=-3LIaPofyZa6f>hYJBQ1E1ggI
zHrJ?jzADb^S{t6^`ptI-XofX@KHd0CVaPNXo-)pDdM_((&%Lz{F5f3;jtTavx;+}W
zBS9kL3^VGf!KWaLV~>AGT)Gb$mM5{@nvMb0BHk#J4xB=QUB1dueC>ZMGRg;<@s?+#
z_#47*s-(ZlS(L@5zz*vyYin9jv!GX{cTxXDS?bjKNnMc@>AbxvYgi=Wu9Cz~$&;7n
zr6riWrMQBY^R^UKOjn=EXC{lgiU-hN(GBn@ddu9zbAQkM?HhgAp=0**ica;$<ok+b
z!fB@{QehI5Uzu({S+u|oxabZl56E`>thm{6nCLg%to!4T=l0XF^1^E6@)e-5=K7Lj
z`J7qu+JBra-R2u)*?WG*u;boLorD%#AQ_pIv&(}~kdBP!-wX9_HB|dhGAicZk&g@=
zyHQlsB$l~g>v~&H+cI|VC2p#2^UhBLx`rrHMa`eVNx9k4(S_}NBp?A`;H|r*8@N_W
z5rff(O%dZbe)#@^p}8ttKo<Labt5oY$NgPZ14`UTONes`jBILWCe$J6TZRAc)N12U
z0CGptsd$iXIsH7dluv(1SgI7gq741Keg2(SrD0WnR;ds~W5t|HbQ;NV0-2M)-4aMd
zZsHW#{)vMm;kgnE%B<HZ^|hgaH8cCy*9rv0MkP-lq#B2QeD#dT;-#aHs>n-EaScjl
z&Bbru^l1s>#9s?zh<9?ik5ICc?~{pY+SjB1{;nd@isQ^a;ES$6GtV9QB%6(PVa4m>
z%Im|88_W^+Rvj9DS9ShcUOPPX>K!^hzjX23A=#1M9x)rwQ+6fud+&x}Z-pckb)?5o
z`Fhz=sG|p&_!O65*z|XqgKlqcFITR|n`~KIvE{!nJN+N;S<d9Yt*_xMAR(a%w53rs
zv+QjmG%+z5#`weMv&{TDK1sKIv>`9$WT`e~>T8<os1<$s0F99N#o8jCuEAmfYuZ=}
z^;V;l<mqIqL-!?cC{Hlh-clD%A75&?$Ge6*jb3}5inUBSJ${Z|KKf&kUgg_+OR_Z_
z<djUEI-~Q%?Lw?W{|`SCdMh=8Ewg2pCyLL2IJ0efUJ+*^-t$Ft8=LDuR>wo7vt**l
zRHb}>!{TFcLS||ys#qTx*&8m;`=KqTmkM>8fs#77Kdlbg9fO=c>9Sf>(8PVo_`u*c
zLS*!c_0@LPJgWz4lNk~*^6lm=+1+pGUwkU+yz;lHBUC1k8*7vl(hG(o-MRdJyy3C8
z8v63$%7CgbA;^z4rvHYN6uO7Z@E~?3@$aT#V~uw`_<;lXzj^vXj?gvUBkRWbSSdXY
zzo+Hz{uB9b1$HS9YAM}LGLyfnJ<5=35ZTfQjn+))4|z)pb0yqY6HVV9C!YV1z15FZ
z^F6-Q{oE0t7IGnR`$ye6g>SEd&syIla1eDdHnhcD*ZZ_vN1a>;#;0`UN_1BTteW8|
zd5qOI)r^enNN0x9UiigrG^$`O46V;N4SJiT*na)9ZG7dp^@v~o2<4Bl1IO%I;lOP5
zi_n7{&)XAD*Hyjpcq+Ub3fD8c%>k;}x%IqW*Wy;Utdu5f6eNG8Ig^REDS#EU!;e6j
z%MBzu@llUK`peJ1YcUqR3CR4~Ug>Xp9~WhBjFV~;NqOAJC!JaJmmy4)v#Gu}lO9{l
z_q57UJs{>SJ^#Y+FD|P4A>!G)#vAkoyD#E38tYAH?5MZ?_DozY{F)Zu3J`3|<Nguz
zbKgIKFR?1{59^b#>^t2F4|w#b+?(vG7)?(KY{%&W8t&I$a^DX!YIkL`W=d|_8TrG?
z6(vbt*V)yOMSn9#FlKZ1gR9WvSLE2V*~;lekEAx%KBF?NAn~3n%gg1xRX<(dT}C=F
zv}!z}$^Jl{?CcFdRDFFnW|}rJmyNIZ$lc746(xK_D`nM4$Gy9YV>w(pJ8apWm;TGs
z#9R(bkF4e2&83n!Zd?Y2PnR0I+OG#}3mh-p+SajOy@~IcW7zi!=O^Wuje_H%ZoTq-
z_ob)&vh@;8v*sEN>HI9uOtf^hT<IkQ9HJW+qLp5&1aEOlwVk{e)V48C<9UBZ=h?})
zyu3bg5gF;dEBttM|6NPyepb0u)bE-IH7!zzi^itDG3&iNx4xP~SI2EBjvd)Ix0r`-
z7j~=V((qU>4ft(lKXVFk39C`AY`T1NJSlo;?)*H)!&e|V;U@Pxx`&OZe6FhcI4M2f
z`gZk)vtKU|Cr_EOM|p+dIr0R62Xog)!57?9s2srC0X1^@Cr+Db-z5zztFaOTZL9T9
z8S$biS6;J2bZz$w3YQ_AVx(4#XMJ0;3L?(NQr@}AbT(EU{+P<Ao<i4NvgmZsIaA|M
z^C*}L+(<dOESlln7s0r)Yrj>4WN=A*s_GdWG^FO@KAe8AY9zn5o5JM|>l?b=O^z`U
zepz`}vEez(TqVYShw#w`pIK|Jr+nLkx6YQfeL4o+AEfJ6&YxW$m~vJS*T`)9ZN_o0
z4QTehUB)8kp4Bz5`Eu{>InxHW*_?Az-v#Y2->m>9$S`xQP6BK@*~u5O)=L6Z+(Q}n
z-aA~}^<@11=dC5i)%LGG29Lw7cC2_AD%XRR5B2r#9~&d{|H^q}ksO4o4ZKPWXt^GF
z+{O@Wyn!Sx71D;YABWYLVL-Wp_EbY#=|<a8{glI7?b=sE-UI2HEvb3hwf3oQ>8K@s
z=yoD-#q61@ym#Ar)Z*?sQl7k!T;I0JCb0hthmT-+TY?$&1&K>X$PC6*xXl?IWLW39
z;;n;?nP?_2rOhX;2B&xjo_Q~royTN;+FlJl2w7B{#&*2w%qA+;amBTq-Gb;NX<Thu
zWs?ovcRPY7<Y@Hv_WZIteDvgagM;^+o~Z2M?;>Tkj+PJU)r*O=)x9`OzfU21yY&A4
zkUN&6QD=-1@%+w<(TDME2JftnHFyPYixgQH-?s@A!%{NLS+&wE3pHXZ-_(BXccgCp
zb5jlbWf_l=Wk>O+<QR2L8W}v!)JKE11rZ)=bVw?kx!DC<x4kk-;`9BOY?{<1jWWs)
zQ&)R&4P5X9;_3W#u7x*UIr61A8Aj|&?@*)j)!3d4b5vv!(l$CqCUE8!S6bKnY#o6#
z#cL?9v&*5(SEJ~WAMin*hh2SnsmJW>`{wFcB@t}g*POdDc+nT5Egyy(XRa~>P<_ib
z%GfsRWV)8io$!u7K5C519p|)Dal_yHaiTPC0Je%%@)nv_TSi{CPNMjUkMR=uJnNhO
z%om2}KHXfvdnoHzZA9d->80bzjMwKf?1$!7%cNDQT)NvGc)~jpxr0xdQIZo+DcLhS
zvGBd5B~@Il?ToWdQe=Rp<D0u(^t`XYew%dY+@NODvS;>cfLU*;{2>Kf<zu7Df`hfU
z?UC_Ym3c}kw;D&di>QZ0ewHUx@f9qD>o_WN;QS&Hv3%tCsB(OIs~j^a4u$wBPt22T
z9Sc5te@0ZMU5FHx7`2Ev&0c|HrNP{+-;C?IuJ(&5=d|29>K`K0`Ov!x5Zj)m?e_IN
zIHD_IBuY1TZsT<Qy<35Cv$Fa7m4STvXqA!2%y~bQramt7J|0i8Bs<>dGbP#Vg`42h
zsTc>&r|0(tmWVjB3kot9N_-X5eXS42Ojlp$^zkqL_+VY|Zo?W6Zl9da7achtZpa@{
zEHVr1);Imy_B(8F$Usd5svH<NdL2jdeP6;tPpRqh%+eKu&|l_t-K+h8!CBkWh|1rL
z-|j(nIF1K7c7I|1w~JId;&iZF=Pdo{%*Bn>GXA5)S6sOccUun^K}wdZ?b<I6{_Ade
z-kDmWD;+v3Rkg@V%Ue)QAXb^CQ4`gw@y|Y{QKpomNxZYNrF>(<@6*Oo0i`z${vY>7
zv-e3>jr>NdUz`oD-+!O8%-Efed!)VNQ9^y~bY#L?UKw|Jbz_*y2|k&zH7TsNn5VI#
zifG+2{?RXnt-=sTPE|kWHH35ZQxWrUgrn5l2loE@Q>(b81J8}o8#QVBk^k69l1MOP
zxckKV@ej@zeMa^AcOlZ05Qh2SlqDzouU{n($3I3}lflzVv)tv&edXB(((s{zXafa?
zHI=;?<QKd|V^6^O{HaK7k=&LuxWFGViB5|HnBBP9nv|bWJxlxVA4uF}7{|lIBTnNG
zys!oOpR%$t`<K<a{IY`=l>3NHFl7TiW%fDd8qjbZ9UYa`)RZ(d0u-|sz?0l+hX8X|
zuL_WFfy)CN<5EK3moO^PE)6xWp50n-l0v-K&(BRRb*li{hAuz7q$C2+4a5gT<mBXh
z%UHglf62{%vD3l}|Lno+foY>myjxDGQRyGo(y~Bc$|-7V%K{j>3NH@>RD>&kPEI`a
z$N$0GTL*R7zU{s$Qi8N7E#2KM-Ho(#cXx<@G)POAba#VvcXxMp!@hW)-@DeDz4p6j
z{jp~|qch02?)!Vkd7bBRd=80~-J3$4uAw0WplyHoJ(zPYLb%VX+5Oj($>%Mh=h0sQ
zr#zSj&YJf`oQyvunB|p)#gtW4v=0px^NpAUPbJSkO1~sD!i;X2^ClJIg-n&9e{S94
z(|yl4#XHZjGlN_3KlYW70-kinxp9g5aN=EZ<jWV5u{h)TS=?;Mr-X1IU~%F&8e|ds
zBH{3h+@zr;OMIJF<D3RRgBQ<#$%h1w|KGmHDn~d@kP!xO5uo)9v|Pp|4F5c#x5{N^
zbpH}GS*QH4K{^5u=Ew7RaJV)#7xlk@y#-09vujeiySh-Yu+*>bK*EDa!Q@$7%L8PS
zrVQW>fQcv25oc5Pqx|#WsjT|<hBl_ywv}qsFTeWy`BjzLV4gzGOFqQDnqy%<@kPLp
z@!=DmmCJCJ6RYqo_X5JCJr(GA7rK2<17F{lMYH`1OH3~-gU6*iqjgdm)~Dty_HX*l
zAMrWjln%T4{&7?n(d>YnO3>^iqo6QF(r;^PV{<<F3_8rlRdZ0^z5!izkt%_#_!`Uy
zk2VFY=5Lh|u$B}l@XG?bI0r&4ZFn(8@TxII^7`ElbSR-?xNi4dS`<G^rj}Fnc2F_0
zfau(3>%OAJv65()%j{aKannp}%q5m6+3NW0W#^hsS{A0IrPUwn>FQ#>1%tDYdL%Sd
zQ~@v`0v|y#p1}{~JOGKPI%^6k6;&Z~f8%7QJppO6SiL$`d_nihLbXUsOPKKKMi2H9
zkHdEu3rd{!rNp{>r-gE_taA^JG`r8^Ti$aDE?!sDVMAKw3*+Te7hrbt>I94k)^~Ph
zXqaD4Z&Pq4$HZI?;!OS0bAwg_z7#NE1h$3r;!7hSDz2@os}gc~A8!}nW$-3dNm_5&
z$ZnMTCbh)kOJId?aCMcZhB%Ji){dIV_8J(Wfyj=jLe+NA{~|tt!RJUuU>+U<CWgJ{
zY167hSw3<%!)8fIzR!3^8baEsch{&Qxg!H&C0bPs!JlM4JRNV(o0pJ!?7mGI&zHS)
zL3vh2?PZvy0_%}_`!`RP9<q7N&Y>Z?W_%XYl8$Jad)vPmtlkWpC>k5)2pCY5uowLP
zRT}eqRMU8Z;;!}<wNA>aLV@viKI0R!tdDpRKcn><`uof8@kOX#XAnbkYPpg{S?}-e
z)bk<eJ|5!dUpZ53lb(7prxXTXJBuCfV2hg-CuU#O`*owTmdSWbXYfR<?vVy^!E5WT
z8-I`)lGI;MT6JbGkY#tHcjq(pIT9WZ3>6H^<z0&Yu<JB|b8Dvmo^9%{9uww#0};M&
zZOI(d!Al$w2s!$9G!G8GN;Qkc{rr52C*WVHp_a&3HX-mBeM@ru74>wMBYR1LQmFOg
zLEQ~O{}nFjd4(#QkqEuc5U%N2Sm1?A=I_So2$Oxr-u|W51)jWtPj~|L%tpWM*c4Z!
zE{4{zRaT5Vq9%N0=w&qey)&V2tbfPL7!4blS=^8<-eTgPmyZn2ww|JP&oUraH#5Z7
zDu|PKC`sS8!f1T;rs}8cE+sg*a!}kt;<aILi>{clWeQ*C%pBe9q|>=ll3XZ=9meO?
zVL(;dIn}HWU-z#;J&fq=dZflHx~V{%ImB+=^68$fnZbJ8!{~5Vb;A!viRU^CM?(xV
zSPtYuAbKkwN#~8Re|hZ=l^ma$nfVqMUodBCi<%Rh#2bM6!3{3&fW;%Hs3-_zwl2?)
z*TAwXq8_Kv?QYG3s-&;O5+_^O((PSpnNB6~TYTje&Jy8PxuqQ4R#R&EHi7nxz=IJT
zway0x|Gg2{8+r#Jrq-YO)wo5An!6$$LB?G-dm|==k4EAT=;k`Jg1q)Ao{|Zyu*ZE0
z8)&aK&Ub?r*@iXy%atES>ULq0YLZkTY-j2jp%3^>v?}m`i(}lxrGbOu5^aZ%)1JyZ
zMa|wPr`-GzeF-NoYqmf>UTEUW2a2zc%Bc~7EY#%GNdg84>Z}H<D9u4%OQ15&FG!r1
z`~?v$>Yin}T`|<rLt5t*M6_?Hx{ReZk|>})dkjMBzju#w2<}=r%<gp4rz$I{{ndO3
zcj5G`@c7jj+ZpJ3mX?UYz1w3v`}{z~1MD6_A)zwYO8|IJz6Ci!bD1Gf10V6(R$ry(
zXzHCcVh|xLi1>DYJL=F3Jrt>QO=B%K&r(7BUEV`JOzNSJhhh<~j?fB)I)N)O+aV)Z
zR1UTxFw*Sz;Fnu++jj%{P0!f**A`Bu!g&_i<Jl`L4rD$qZgQV#X-_)Lj)UJKz9({i
zAj)nY<G(4rHar>{l$@MunH1O@)7EyX*w&``tc8dR(PUAae0J3mPeE*&csbdZa1O<N
zn<GwV&=Qz<H+XkRIry8|Rh)uvo~GrJSzPUt@4{GlwXVfzo%^jVr!oN`WXo_qRV<g~
zc6;^2#(R_Xv!dGQvdOL5+~9<C-N(Vp7MtHR&GP)(p`Ava%ULxQH)7sc+<%G*ad~Fz
z_rEl*m0TR))~_jmI7z7pUpQs|;}tJ{H!9;|v4S^BGuPehvc%-U9?fRvuye$M{bq)8
z_x1H9>!=3o5bCszwm07U;vo4@JI<#rS}_i<`GzuZA>WqK39r)m%3KJ51mk_@L!8Hz
zF7LtpQ*EvgYaiSLf$`|9dLLNLV!@<ek74m1Cc-U4amxKy!9&0zTCf%$b_un3$zi?R
zm;mgSt({LXw%t0r1BKN4*hJ|~*${MP>Xj|;F!y)xrj?d+^|YW9mGt#mrJ@fa8D08A
z^qP5vOi>rcHqYRn%K1sTO8?qUtX?@6RBYVAa;bQ1l|n+wRlPBFJp_C=YFx`-b_Cs9
zQg-cW&dN!nF1hrZAAF{^5{#2=9F<s6r_`2jCD5-79_{BZ!M`1>%a03CA0{gt)iFYa
zUt$ZT^Q78_fWjk8v*aa0SsTc=KpxmetV4?Doe7A(`wJqU_i=GXHKSAPRBH%+M>3Zn
z*Db%z#i0A*f7>s(hPV~wMUfl|mvN)GY}}rqpJ8Z4^r*<guGPh;XF}08I{s-K+B&go
z;goxZ+ls;F-fjfztalEr_vCfdtaC{X?5rE3h2!UG7NN7bJ^Qmu*E2*ChR*A{x%$^t
zm=0Mf2kq<|SOYaB0v6fYkBNdbGong-<adqsj(9^Qun2?ILBGkFcSb)lKTtG9HJTnv
z?G$)M7lsqrDxlv&vi~V|j;d|H=I~C7T!}|^{@BTAa3x$GBtDudPHdU+@hP}G0ncfo
zkAwf?SGyO33oyVCfweD35sS&hb35MCUyu{_f_gpyDTY7}2QuMuEpJ~GX@^!`px6P&
z!FycVQQXQB&mMn~$9OI`C~pWyI+Gy^T{wb3yk~41apeb+Fr7jpglg85b<WVdAuS~4
zGpV!wZzs4-Avmylrroi*7!_Nu)X|4YEw8NCXnyp6|B_8YWt7jju-~I<af5I*D}o$F
z7r%}ETh_D@gVXLqzwlI;@hQB)Q3rP;`+RCr{C&?i<QZEWN!>|JM*85j_?3GSl8GG<
z;AAkak&wKb&ES87Y}vu;I`1}W6GmI_WB0qs4=0;7P=hH+W{}1?JW2fIuVUo!VdUTM
z##e`5QL5Nd<RF$i3T->B?3v6y-c+ggzpVK-Iud>=pIqJ~<e~G#&zEqEo2~?srmO%5
zl+`gP6*In8?p2f(GJaN9HvzSs*TXtqVlpydzh$<L4_B#C1Kr@~&!5w(#L;ksh%ZMQ
z7*cCnhszvxUfV8To0$|qtBJhh#PQ?8l7Jb-RI9@3$5bk0Bvfw?PfS$zv7`XCB&c2h
zfN1CP4r+KLGHv{JcRHla%pTrNdWU>+yVS^pC=il^MCzdN1^+8JZ*pl#wci0c$*<q1
zxO@P}WEGVe>UBFzUI7Vv&pBn?K$;*z%e60O60Mz#zXB}O18_%{Vyc?ET`A`p-s1c2
zT!7C|Kn|*0nv0ppUxc0(pvn@RF%hf>!RtlogY984;B*1$b3!H4(++m9_@0X|g|(VM
zgH)Lz&hX0;31&2bW8x)X9@M=@tpDPOcP9S3^84Rql<)tq52&y@e)F=H>k1Ky*T)^)
z+IUXxv>p|8iFwz}BYoj@r|O>K<&B>bMt0P0L*>`te9Ws*yTTIT=LI9I=M=}8OF=}=
zkPuxU@Vn)d+WpwkZItAnt=nOv2ohU7L7opoSI~q^`;z6@A$QBz70F-z-cR4F$|u=}
z1c}}bTeHb?b`}0PPUtAhw$?U8LxC<~>3W?=P~;_t3}3KYR!;QH&E|lDN+kUhUtb@l
z^+}VB+$>H#1kKYUfc84edP9ZbI0iE?2)0|q<JjN+{U@28<#D>YpLBvhq;rV>c@b!B
zA~%6I4e$DGus;p8)%e(aWl<Aa4RHI*wvc+=y}f>YLq-@AgI8DXu7f0f?W#hm)%LV<
z4`=ofC;6WR)ZtKMT-#Kp0ok43iIM_ecWfK%v#K2#rHB8<xcaQ?KwJ$J`>PLs9$h#B
zbM8^EQf+*>mW&(nHKvBuBq>^{p4hNyIamDAGM;~RsFuL6P{Fsg8eRsiN%Abmb(J;h
z(rDC4Uu$~UTw=Ec*x-ZAsC#6A54XLI*W2IFl<H6({E2<<*_axNvkr*z+!WYt?>OP(
zipLkzX~P@tS9mFWwUhM})V0}S`TJU_Y=hxHl{kn@UfVQ6L86{T@)n088jurS_oK;&
zdA2)25l+jk&J5!$e@Ei~S+_o8TnG}YW4_&w-E46}7);l%&wwYUyeH7NM=B0&K%fi~
zyXW#7(5pk!BHOMP(7JO&ATXYgcw0A%CT~D=t^H2RP+!4$NVG0FsM%5z9)l(9*EaLD
z0lbpkKZk&^5xOlS1HEG22@WT2N$iiXn6{W-rvhv@o|vls<*;}Ybh!^>uJF((&Q<~}
z2I#UEQzI=cKZ4+(Y#Aeaxg&%`Cs5kB)M02l$*Hu;g4?h#e+tr=)9)y55T7r39c7%n
z%T3bQJud!H05yawk$xh`;=&k5_Y9d>U69XEK21%y`h^}Hjm?zl!l_KwvG^BZ!@FLN
z*#4y7Fz!W*w#v3*u3nJjew%5ss}m)>;mR1d>12t~ZRX|Y1S)K#xsKM=ervR`r%TyU
zp9;`&lbCB8zL#xKiSW=8QSK8lq7RbxU=mT<iruZd{Yk1wlQr8pE`A;5T_NHm=X~(V
z&x)2r_ZOiy(S4>d3PWEh8O~^}Yg(B`8rv~UZ%#$e7_Gio?zG1P2Ft{rjuBW;foQs;
zl<H)9Jt$zPJoP9R1qZ*syhH55aY))l=k)y$?-812vom+J@SKw$n%a+(IvFX5*a!Vs
ztDfw_M9S8RZ90?E>@9)X{2y&4C}K0wQhg#~&P4%#bMmy65`^2ziEK+aRyp-}thkpI
z`z4#+F|yU(Al+@j^SdYQsj*Rj38|zgftv(MJkR-Q2~MK^4VSksMCXVV3^MZSWf7?%
zgb7w`#gQx~p4CYkcORZepXj|Y*nQJBm}tTs7ut=k)7Y)@2~ubI;bOP0IDs;CsI1~X
z#I*6ggQWCVSNI2^F#KF*W+e=f_bvpKH3k(&>u3vczG-C;dR;W~!>ZQrez!-eKCw-r
zYdPw2_w)2@m}}B^@rALW=aiotW7I-bILonVR&DFv;)izBI&3^q#{mjHCtUqCNF(qy
z)-$_)cJ6nhX=<SFJ6?6n6%IgH$wnR*N()zb)ZXAsx8@&Ler?oWEBpH4hj-s)A6qTq
zhjuBEpN-YOPFh*`I)`3gf80irixACDmKk67m7FDda>1F6!#+*G?o3)un8zJ8(I$g~
zUb<`caf4aav%57MWYteC{>%IKHAVSsRSA*=Ep1!o5<$<bAw<^Cw0OH(zIVdOKP@Nh
z5swDQMR?8Dh5kzmu!<`_F^^w6_m<zUf>y_lqVyroyZal?D?$+-nNDj3fs+9;el828
zYP$}z1MIdTp<lmZ`r>Z!ecgWSinF7m8FP8;{g57H_dDON(jmh(U2Z&MBuTrs;yNw8
zWhci)B+!kgWn+7AtuF)jUvT3iA||f7Ed!RK4%$$o{Z{Ot{?^WOA(FvhV%JJ^;_qO^
z3&HcH=Gsl^y+sj)q&aqxj%O;4h6dik1?FsE2i0QF(Sf^U?&xip!Cs>=!A}m>y5=1f
zP#PO)P02{naNd4{^m^x37)pt<)@oR{%*nKATR!rp#l;(`C0k7&%~{GBj&{GFB2h@$
zPVCO^jR_Q7G3}ty6WKK9)2k9P@%3|B2KHF30myX+YwJHPi62v>(d!|)B!vIImRO>f
z)_k3_9IB_H@O&^2E`(j`4zzGG?gFYY@0LG`Fu`y*B>jN#YPh<mG|_)9+5*^$NHGqN
z{k_-%?({y<Rwt;FiL}#;za~!fq)t?%d8XK{!)~jJ^COBM?O$ndpSqI85O!BbmJagw
zz%|!SXA}Afm^o-pnvIt#sH)D|BVREafc0tm^!_~0!44~f%S>Vt=BL4Oi-Hr`M6ww?
znF-4FQLotEtx+5z(Tz?<Q+@2M!2a3tiH}C&>{X0mx0(K#%Wg>q0x{N1L8KyECs%n8
zg2wX=+M_eK5`)j<VDa<6c57yA?HZ7ZG71PynXSu07#M47E@qV>RiMY!`f9CP-*6}G
zxV7-m(rTs+yvbj_Xla0jvPvR0=oEVwZ2E+&tWi|EE*091qWZvx`7@D%DJ2E|)bUT^
zY{2ROy<;+2$*hM(E<^0M6^?f)woOs5n?6LxVDP1<Kl3iOLQ)j4JLSXcA2U`qZc{RE
z=bXS3nhHbWS+Mi>C1}V`<yqUFZ>U<~J!pOU;bsws(c})B`mrx`lCx(i;>#5RBt<B6
z%JZ6!*B7K_%OWgi&;n5rkh05`Nd-#@t3=(s-!l~#;eR+pqUxwIkLOSvQq*P9>*!Y>
zWn7Hxnd(`J^U2vcYa+*uFz->aQH&AO1X#g}A{xu8cuC-5MC>}}gYrYZMzcFc=4ej>
zv)ON;?|X|odUbHOzIh}nE{r?N{^17Ea?fYDr+1K2_4-g@KoupZ0fnk=c0&`=uZHu;
zY0g&{EB1&q*t^XgQrhRot`|+rL5PDn4oHeIvOLGP>@}FqW`bvBek(*xqMLTO%nSF^
z<Cxw`!IBbffva=n*4$<O8bLh^tro#6_yb^G4GwImXwuX@U%$`uoBeYnL3|VH=Zl!n
zP71xqwpD`ZjlT^eBE1n2mnd@eu@00vaMz>fDl<V4(VP<%Wgz49rL8*elTac0IOcoZ
zF;btVARwlF(;x`%*lKR+s-WOV5JA{DlKVBca+uz<75A)YU+G9ENUbwEnFZ@(=X!}}
zWNzjZtGJjJhxaxUg`!7F$MdA1t>j=_zT%r~U2)pE=KX=+z7W_d7hI__iaNYZDQjo;
z1d9iwpby6_0un}L{w^0GQaIqHVBcY$itHo)(OM1fvwIU!a+fJr@Vj&n{&(*)RgfG6
z^MzdA&id9cXm-uS<}71$k_{(#xP}H0*^F8%;>zi(Vx3T2{-LSDRrZ<gA*)7bvZEJj
zD1*W_TcO7cJ^U7VGby)n`GZ#4anrrRjkHeci7~ycwHaGa?p@$KT$xIc*sO~$1NNy~
zYt4~Bc_NPWIaF*m2MPr^-W$Ar++B2vz25ZV4Nl)<*=Jc}GKPYCMw0Hh_?$#W$edSa
zSEkdGwSq!sPxy(q^wf(9jg9G@VHl0aZWyFM*(yT)2{y2yzwHlCdhEujWV+l9R!}aD
ze){Xzz~vMz?ff23<YqotweCr8%@8U*kAlSE(6HPB(PI0%p*CGQ<2LH`sOuChZ2R@7
z?YnD|a>i$xaF>r9iZdo3KL(StkdM}xSgHQGNbW2Dpm1tw`d34f3st!5*E;fG7^(}l
z7Vn4d$0*qNI{z_Fu1e2KeUieF^(JS$_?He^ynw0Wxfi2-i6Em=a$iVmd!XcuKy13<
zx2i-uPl!9@D^>PQXhQ3+kmXb**zG}I{tE6Ttx7(@cNGp19e2Fe^*9g2;tr}+VBw?{
zC(V(0%ZY%u-Ht3S>87Q3b6~HreXt_PhYP)QP2#nyPvA7wfpZ@CiNx0{$YjGGn=PSt
z&YIbcB}+l8>A&eNZX_dgj*iN`2{(3nH*Dj3$F9pB*Vcz9Pu{$_3=4ULYKXK3^>a8A
zHnr~e20vWB5edD?FXlbAw4<ya`PsY+?=j+Q5b;cD-4{NbTuaJ_F+X1aJ^4xy$jLz7
ztb3k47B|9bYPsxq0!wIKN|+=;Y~rNTpZ+J`aUlYyruvV{J27s>5p9rmkHpiIMn&o8
zBjq_09Z{!4+zb7VUWxD7dw9yXhqn1oZ61Gd5|PVSl)Rk&QkCJRo6qFzQhtPRehqOI
z?&>7Wc)aL+XJevjiTvq@&4<`Fc(_W8e{c6xhho2P`bYgS7bQ4^o_{2_zJSL+c(xOf
zGx$?mTbM<88C>Z)a|`ls^9l<ab4pn14j0V3LQszO99bE6&3H)q^=QnLCEJFjf-P0v
znxSU5E;&cS9ch1zVRx@5hl@M;TKEpJV}3kw#RU(AyU>rHNpHse=2gEig_u`McIQT~
zP6QEd(PL;0be6~9m3UTpc9eXo<U_St$hWevIzoHn#m4xHCv;uttzWeqRXj<?Ib{cr
zVmI$cRtupv|2oY$+2i$Vo(dF<u5o*!M{$8hVs7A)Y9bHuvK@`ta;k4?4noUmSz*HA
zH!qC$ZUN8m*~Epqd$Krch`iaw0VFfO2BtCt5VCDnW&zIIEsn_30sGYJkeYwt>nEAQ
z?c`_Y@C}H%Xl58vX=m<lj7nJxieVXAbXHBH)>j)(DMz_v+lh<ny~Xzjm9mahfxb9(
zP9vCW9i?Th#`Uo_`ir)aVKI|d3Saq7y<@1BlZ5BIqclnv2a2(R>b+j!oIHAbYBq)I
ze69$K&Oi^#KmGgdeQZls*?y%|Z9W-^!`C<Dp{PMVwD_3|avJPnV?lyrK^FXCe%=S~
zVGEzvV6+U9J9VMo4I_2&X12-K`WO_*lUKqT$CgJCkrI_t62?>>Q^>A#{3>f7krkfn
z?ib_Hu{%<ft)=z$wV2g6+K_jISb;J^G$-CH&`05wZm&k8NhUfzMwew9twH>BE<bZA
z^lo3Ni1Z#h(XRZ{&6X9fcA3KJOv7dU2<OD2${~NAU?9d(epPyOQX`6nJH+U$2H)n&
zmxr5Z1s6l>hC!ME$c>NQ*KZQPe?Pn8MK<CkK)FILYZH8G)n_Tb{hf=vn=}{OI~O4p
zGDFTLB%Q^Y-dx>Z`4(Xcxr*0+txwza)eI}Vs(2{e7OmcII>wkJ0z$*T<_zm=>UK}J
zLL?Iq511hadpZr_Kd5Z`&c*O%{RQX8Y5cW)0`Kj^cOY{9`0@2nQ=3svp(ppp(bm`z
zuPOJo2ABE;+sys?TOAU0pk^2OZQm64?cDg0QAk{0*^GS&8_%YXTc(#dHdH8S$0JrG
zoPz3;BTIs(G@D|y&6I4I-e0yKPtC!Vl$D~Z7<~_U28}iJiO~iXY#SSW>rLqy9p78^
zUqd_b6SSWm3bi+snO|O!ny(?BO(pAhXQM$;V@zLsH_Ad>C%v<^m14;|9$dv@Rc7kL
z`V{nzyug-tgIJ5<+K6?g<1&lAQSJ;E4@aEvlsByOlJ(JMPl<1q9YUCq><*HCJ9K3Z
zX-9Ab%SuP3Ix@Os8r8#Ad62nIXT!fGPEIrH@9r(e0LH$W-D3)@-p~eIW6dT}!xL9<
zNs@-kLLL^Y_>jDN?;BHE{_TOkIUm16G%FCoJase3Gor*h>5>)~V`3kMpnXKwV=Ayt
zrAxs#m4y%f{9xs^mYJDH<;95_nn)>)AnRED%BS~7rVQIURQ1x}Hbb5^p0dWIVNmeJ
z_v%)H^Sq*tLqGapl2s4V`+Q$BCy;RBgl4%{z~@B(oms)Ugh@P8Fd7=5JsVKABV2#F
zmB8H*mLwi^9Xe~*Z!_>J#&AFu)e&>FBy}LSlg?@UwIlpwM&&dr?*!_6s&II$Y029P
zkI$o8#e|hI?Ly+)T1F$Pk@ip3PI}a09LqE{sp<_SY1uK`$xcfq=a{~){<g-f^u*je
z(L@P|RNQXOS44kf(k<Kz%M9kkOeSq^IUM#&hCSej9@uVohpBoT&T5OXfr}lno0lGw
zcK2UBP*udF{V9bvT)Vo+b}>}UNyhKJ<#eukDu|hS+z+as*G4TqM|;iAkPEl#1WB4O
zdJCh+qJ0uNj~{(hxbk<|osu+v%Or95CEt&;sVaV<2{Yyr2>1<lu5x70!m=?0C+Wko
zig$t2;5vacdUDnY6x)@9k*Gp=u<SijwLZJ1)}LQ@m#pqi)kr?c??_p-G;23)kl$&D
zQ0v#JW0K#G_0Vuh=<wvanw{J(BJm6RuWU|OFRvayVO$R@h;l|q*yzyw#0@iE@PWZa
zmw)~Q1Ky8t-TF)tpLm_fuM=`(3`ZpNV=I2EZ{v=Sf*Cw^2{ARNIPVYty!b}O_=nk1
z7HVe0vFQ#ZFH?#rbmpZV3@e$B;?nx*-6b>x@iKqx^5we~!xKJdR{BTUGCFwZ#~79(
zBq*4U*2RkrQvMuuvMo_2Z`giMs@dSzD5YmUCp5vvNy+C`wA)1<{@VE*QgzlaJ4|uv
zkaFLcM|?Qpys2t_T5@RBe!yp%-bv+<OCUygVDoaj<lH)aLlEKi?Nrr~MnPrXUm$MP
zlGT>YtTOq^5SJ*If3#xH32gCHgF_{HW?(@Ua-nd3pujz!mXG;g(pCFUVMk9PcGpH4
zc9a(>KI`F+7*mRruCz`+wA4jU%xY*bYjl;{J$P{W7pi}eAg->U3+~MG`Bp3DCUffG
z9TF7w8esCr5{+IgVcDL+;<x4GF%zn^aAyQwe=ttL6X`e~)JzvH;9NbIXXByuTOQpD
ztN+|)&nK0ttcOs1<KOJ(75p)%zKrYKe|c2%xB!9qi)z6n3i{O4N4|dquessto675A
zgF~dew87lRG9<QGA>ZhV_>{lCC-$x|T2)5s-hg!L8I8-}t&iwoPqnq!(8zXqbHxD#
z?^_7Ottow^&pWufTf|e#dHTnLmCBD~ny5kxtMUVesJEPYqFf6aUJ0=y?CBRX_avz3
z<}Xu;yC2x{$}PeZ(kEEYx>7sx1#-%Jy*x<*&8_frvRln#J{yoF5zcI>@*W6z!KA2h
zMTEMJ){Fu%(Z-AR);9`kSB4RG1Th`#5gps{bxLk#YAcjcBb%Mbb=rukF1PxJA^5fq
z(jF_e|J}SJhp?72B5XuxG70#;0b&gUmSe4TY&dSkTe^s2zj%jBU!Lz(P2K@pE|H-e
zR|KIR8SvV3tO#X$I)1MsOpKQu(WBwKq6kz&Yd?A2nKre`YJ&rfE|q^MKE`0t>7SH<
z(e2xMO2)ht;$cALDWb6Nn4bJ^x8JohwAPlnUT6H|{Hwx(Wc*O(bYvZCM6Iu&Ce|ql
z@us*2*8_~E&G#8=i$U>}^nv7Be^#UWC`LQHI?6Y&(ro_-S=}z#GbF_|pu-G~mQ=P7
z%suHUuN$k}RWQXgZmic1zrng2(2SNO%$m}4zRiX1D%Wd@XZ<*=ePe2kf!+59c}aiL
zfw};rBKxYg!XMQMSp(`V1G5gh0%s3)sKxFq5Ju@rwWBvquMfXI>0R(Vl#_>$;W~Z$
zf<|(S1FDsx3<(GD#|(GHvg-i&d%+5Qe`_uR+S}1OW~Re{ao4W#lY=R`i~lwY<|9$U
zSVWt&NEslm)jJ-F19x#*MZxahnr49IgacBdx=lCA{p%^-qJ0(Sr==?gJ!)!HelBN@
ziQmar05@GLlCyT=#q3Wnk%__iHzG3gw8P!7!)jLr%*?=qC>nv;P~=}pVK&@uu<+{c
zYHw~Q`wse{Ubm!$oAT8cm%^G5Hqc$4n%Y}b;Sb18Zqbh@9S;B=MSL|Mpr#s?ei=0h
z&i|Y0_kR~u{hv$%I40J?=#(EOxU=oWQUH9}tX4~cTg@L@{v-bpc5z_`+uh#U>g|u~
z3ggF5vW(V}^sh9i4WJhV9UPd$xz0ov*ZF;G@&4`HIsrNb&{l!8i}?n$QP|#B24Ke@
z_UV>cgZvg;*PV2r-?EqgR~A(OV0W2{6j}S?m6-pkxF!K{Pychd@z?)6002P5XON5j
z6<|4j{q~Len@Yyle{@bj6F~CPr1wQiPWa~|@!OmJ^DLOry#M0|Ol9kcfU*D!O9G6C
zfGi70T9DDuI>2BKXqGHggI<O&p2P?9dtU&{0ce<5oMlR;GpF|f8|pL2DFD$gNT{ge
zN?_a$ba2XPQf)8rRsi671&%IygFZCC*c;iueBoQZXn5$NBO>_J)YR0Yi3J-}8lJn=
zm+W>IL*+aXYXq3Vz~{Egl~oBOo`M$u`VZi(1)Ks1(208megdxqu&3#{xiCda>L1<b
zq{#yb6@lw`+9NM1wc|O4P5yGqVc^fO3(8=R;Kkr^E-Xp;lpurYO4Nm1!HDw>qroZe
zS^x1lc>r`*<e&4xMX%G?5@NA!Pz^LU^`pMbalf{M#)}b{O1^r}FRcKYfMDkK>Sdm5
z!Shpu+Y_e_QV8t>nvJ_U)zY0aiDU?24$7B6%ZvE|4`!ro&ZSJSGHl0aW`m1URxUeU
zd0kC~ur*iRdlN20)KWevEo83^RJ=zfs%Cc^Q8G8+FCAFx+qwf~o<$L+BLMBePuPE}
zLbERfn+kGY1i)m>V%|`3XlJ1kcrtc=O6$(9mF1qxi_zw*9&j=Js9Sd+JGS@AK?zh-
zXq%aYR^jCQ)Z*>=RyxG6dr8H9mcHYFscI@7#zvV&s~M<{j8rNNL;ul|Oyuiq1M1wX
zf9BK%Q#6@f*^=>ZWLdj%n#c}gF8+qpRYQ_^R6|V$2#Oa`{w@#jnoK3V&y_Vv)oUAL
z(>zzCH&u`d=$&oxci%3P#3{0@)eAR~#4;!Gu%aOO-X6h~hbx_t?)hQd2vznnz75xG
zUnVPMA`A7zX&-2fTFvy))ZqrI`sG~)RXb1O<wDL5d`z|Bp{K(5vv51R#_l}!lo3TX
zxi+6PiAKo*#sC$#enW)+)xm(z-i@hp^yh1LzE+Fp7Y|v}k6Ef6O)XfN$3$JuOm%P6
zjif(s`BGL?8`!!ZGrYM}7o#bqVa=rNfkw2lui0Q{#>J)iec2hkAg3Jr->l{9o}5+v
zC15pdzOT;{oZxZBYTw&CdYMRZX1SN~!d>==Il16>lz9ISX%5ht019OA3!kPoOsN3U
z_?(_Idzd6mK2J7JamMT+u=kvVMaL3V2Xf?iYn)c+VC?Gv&Q_@9m(R!rdKl`{0eW5L
zP|<xP4NV}#EE-T@$_~(fa(8$^jiV^hJLDo1`Qs@l3!<8f8t#wQbEB|XeXtX8&a|@=
zo;8Bk6Co2@j#nE;`I;bZTAlE*8+vK;D{>2ZD8w*;bN;KYvQlF{STLaswSWPENN-HL
zZYzl|dknC7Z9sr(SX5$D_*X*lKn!lbqAaOG4aF}!9PZF__Hwh7a#N6m#Nx!-mK-C$
z2MtY?Y9Sz1H=?(r*vb(ps`9t`Euh@`q@q9Vbw4sKBqz|XYYBSTv*u-K-<`pg--Q^A
zjd0@H5UGiY!TJ1BSDR8Qq~?gD)w0|c2iJ-xlgU!O!{%}X76f?nW`ot`r^98;LbLbc
z7Q%-?Ljua@%yhp4e2q1k4!6dWrT!$(4@v(K+|TyOcpy2dXONRse50nUajYMkDNZ*J
zjq+%K>q5HM67=p&g;jI$z_1TF%2_UX=&0%Tk7s<?dJp}L*p!K~MC8!&m1W^o{o}%%
z2PAV57cl!vH%z?T7}LSI?@(IiP@Ej6<rxoh5MBYj|BD>eJ0T6AL3--rqb+JIyre1z
zYhBU^Qx$T|W4}%z8bY1m;)D$S8t7^YJ*ua;i{5A#e<K2w@pG=Yc+QeG(Sw;s$(t{<
z`pS~NC=vZ1jS6*i5xoAG@y9XVV4~AfIK3|DrQ2lvwPsGQ-Zo&LvTRuTe=t$OjFMNG
z&Xgr{zFeGug&heS8~!gq7UkvUzRHE;0Au}EAa||Y@<2L~oR+vnG`v|<<|$7R#i+X!
zi?=JpI0Io&B|FsjpW2Mh|3P7wd4GN@;kBJA`cco(Y-WH)l=xI0_Lx%_y@5SEJ4B}H
zmH1%@H|~-%ncYl6X-v`&_wuW5#`VXGyMRrW(7JWEQnw}jwX5wk){Uqt^2k*P64u)J
zJtgrsq+zX>f*h(IKQPwacxfVQm2uL8^VtEi;3f10#U9+MlnQuh2mtaM@DP4QM}r_{
zBp~PnI8CP8TA1(KDQ;l^%zAaaJPaU5>J5z?*~yG2bE^0Jn;}EjLb}&9gl$E6Rmt&{
zuF%AG1c6w`GSO-xCk3r<^HD9P<WOtZUO{uM1*r4-$iYdbDeAK1!KScQH^WJA2W}SF
z{Vv;)dSLYq-VT<;!4TcczIzN&wfjyTyp780#%A-e)!@r#1=Lu^NetuNuwrjL7)J@;
z(Wn!%ik!5-?0?Ndqs-37K)_LEo;qN$PBTx!b=ra2_;j~_`0XbWe`OF2(B(~9*ra8H
zUV#eWq5_o1tBa#WEG?~NmiJsvS!3{5EI0x`1%JAAtkjSHokJdU_!KYd<;4&cXSm8?
zg?EpBKl+fHc%NoZm<dI+cD-qn0bRM}-O;oos*{tcQfEsHNZ(n25i&D7`+B13|D_JQ
zUJmDd>d6e}nFHE$>B2!v?i!xwK1Y_#uHi0#rpd!9u-hFY2GrnLz?D{yasDWI0PBVD
z?1I%xK_-+MC;gCw*faK%!NgjEP;cTb%}jS-Q-9#6!$nuVoH5@gL5e`TwH{2m7}<Yn
zInU0yO1pMPco{pu?);w6P!945JFb_#meI2oiJ4o2b$eB@hojT2<aL#R{i-iEx$JE<
zlW}eAd1+qd-i7C#zF|lJAMfXAhke44>aDU4+A|d^A-A~C;AqiIbkJKY0w~_6ZLcSP
z070*IA_qGftlLl=F(WJswMcinP>PD$5!5e1hK$)Jat32$8W4|IWVZi&5pb_rdH{=g
zp=MJ8P^-TJ_zUOT%{W+icyk*-#a>TXSO&WExkATL*MEf<Oi%YM&kZyKuK+No47l#z
zKtQN#Tm_>MpDSI^z=uOsu;F9V&I`}y^G9wASM<x?&q;e{cELTzwZXg}Nqa@X5X<<u
z4kvlz1!55pS&cBy9m_lwD3(7_U0lNAuZ7ywa#of;?S3<VI`&E8GV;~L<bvRbO<eJb
zT3p1t5BqRL;HpZ2u#R4FA|yqLn`>fm_gNNfL<aNAMtqS94ypRug=wv(X6RuB^1}gc
zmq{hZ;2)s?85)`A0Li)iIBEceJ-(pekj~Hmo#ssrgFLUAWSiVNE&C+qR+RbU=lF^y
zE$uF|mi9a{zaosEThp{loo5EU8x$$T`hD;uckH%~#|%sJkrD;c9&=LO?d_(DeU?Qo
z(S~CEzybgxw-4A`FVejsR=Vv-mqK{bXFB)bNcQM>shKZcmL@7TwxncfjuiK=XzSye
zJHrHKKS4vE2lG6YXrvYLdmD~Oylq<f`-_h@-P*WWHHV5fuHvhvZ!@xV0P0_)My{6h
zj8y0%j-U}{U%ylQA{Srue+yaD#jhi;DWnZ;2R3}4SG0e);^8|SBbQ4(y{%%3NJxg@
z#zE7rmVI60i_?!7Ph>SGwzW(nyEGW_wA3o;%KWxOQ|h39R~72f4rSk|kn}vh=Hz&h
z|M|npO)XS+A~btB=lhb8&l+yzBR5R0DZj|$qMzr4<^tc)EXbz2Y(aL(z;;f@&so;-
z+8pG;!sqv_jhH|LtxBlu{O)Lcu9qACu&vgRDv?JOrV)O+tW<jDr;)Kuw9aM*aSnm~
z3hrlSulZt}R7z`)1N3{%;TFLeK`$n8Od4Jz-z8l5yBaayrX5XGqQTBT7UBe(DpH{y
ziypAB$%4Ps$G2(0%I8HY4wBwa04QqFadsRmJK(}}i8$AZHffq~_R&Bqf&V#QgQ10{
z!QrbNq;M2+W?o2}fcov3Rod-GT1%WJ`L5O~ya?CcWHC7j6*j$39ugJ3117quUpjXc
z$AYM29epqH4l-&3jg;r*xflc4qf$E~<9iyX+v2acFaIRb6dbpeqeVV!U(b9!=m?01
zQ@!yQbN<~-usSTZF?Bfq1D`PFI7w@*=r^(8TjP<pZ&$OZwzP$H7MtNQOwd+319XaO
zCgdE+ygLiz>DdtV`U+Wp(>Kx@yoguM#i+j16N2AV)SXI_Sy8L?6n=)bW$lizPTS%@
zJC@S^w)NgU8z?>$Klz|Rk{70o|Cbg(-}9TO9gfdf`HOjD+$4{)uYRDnH_!`&9kg8g
zL>olKD~D}C;w4c~<U02R8{M~ug-F8FhM6JhQ+1=j@)~+%ePMKlvg=yJeDlS-FP$?s
z_`~mkmCFIPCD-O%&dyv4{q3AQMfjxQ?#w>X5Gljix$eN=3!$%S1AhJ*qYGmrtKaW)
zZwuk+tQjan2L$4Yn&QN+W{hJc?YFzi(3&}N@Hd`?kTf_|=Jw0p4Gqn9rlYQ(<|iWy
zr^Dgv2JuQe+~e?{q!l$@J7CtKE}qJvMaIfWI;FD1+q^Ny)A;svp!IQ9B_&Y%be@mx
z%}V&NRq!gkGTPV9KS%daDXHyAvdamv*fNOqF$21@%FyJV_-KIdlbiq7zLTFdnKu3S
zrsgK|UuVm>YOOW?m#CU(^|(j*pM{d|2DEQ==~uO8s7g88A~I}z=eR`GRsoc^Oq1-O
zKHYX~Wp6^mDT?rkF_V0`EUNOo7s2cV4ylY+m%ktKM9FAwf`lKM)=rr6Z(8YMy65*0
zqm(>`S;3Gcjp3q)-2O2U%{3u-<-e)PTun}HzkT9qfzuhuH;z4)z`yUjt&P=4ThP_+
zUZa!WtF9e#2=>DwzC0vZOlD%?gZ|<@T>5cD-yNKLbd9dr5iYH;&lokhsfizNPTz3d
z%|BJ~<y;NiPyXcXhxDW>(`F(<iWqP5^uyXzxru;dZN2WirP8M)hemZVQea<X)@(dE
zW`x0-D5aqMXK~%Jm`|}KYKV`%jqlrX^#*g_Vm@1ss7Rdn+?WP+p>YrT@#-jim{HTI
z)=nfPx%Ah{uIy>Mm}9Y8SG|L@Gxd9uPjuMWHam_uK1;87FtMSAw4aXqRceX77mABR
z)aTfYRoLoua4BW#&!@^^+_6o=CR<VogGwmLYQASGXel~=xEa>q53pz-my*p*{@#`_
zEwz|^#1oR1BQMHxK}_DK7kv$<<69i4GyLuT%vg)fWs6E!WB*O~sRn**^AQ`lX)Gmf
z!rwJkb11jvw`d4#6tCde5Z>vn=EBs<OK!!!Md1<W&rFn&Mb%6E=XQqVwBJC8ec$k=
zq&Eu2vy0`&#delnJdt~{*pVRZ)AQ94FGU~2^Ycv<o<IdXMg{qg!E4k{kd@Z9vZxv(
zBqtk{q8a5Px4Fh}SzD3&6x|~*)PtG0^3xs5fsWs!K4lkYcH<e>zR&vM@kbUB@=)i4
z90cpYDBt4~{X;Zf5PeAKaW}hN<974$e)F<`*FeF3{gK%Zj{AV9TQrR0KenRuzN3Wg
zBW#*!UGTNlHu%%pKU<>P+YTjET?vC$o^8_a9^Om*wY6PECS|O2?h^Mt2F|LhWBtxI
zjI{nd!F$^k?q$#L;Wu5#H*aeZFoz^kX*)^{xWmKXyG#7zgVv!O(d!wGeCm98N99hB
zd=dADufiF61^Hz8E0AWAqF9k5_^{O~{3Z}-k(f`OTW|T{8=6=4R_dq{Q3QQ?0tEJ*
z%AXh^?_Oh~P3ExI>fufL7@oFvG^70)HZ+OgyepG?d&!{Sa0$g$w=y@R#`jO>h3n!7
z`^eOJc}a~k=L{}a_J-d5B)OfW_^sdD^t(OEGq`ma%!yupH1Cd~B=6fOY{zV@JO}wq
z7oMO$u&!!|BV;g1zxoz%Rn2)LJ4HB6<t|SNoyVAPA4yX8^3_h1YK&Jgkwo^mm{sQy
z%4z3eiknVx(Pa1wml(Q5F+>*@>T)Y;?C9LsIZJqc%#jA<wnz~z;MC6A+!p)%M2-FS
zeYFdz4Z2{Sd-ySnNIsdNcP?r;_Uoj^aeBH}hxu9;<m$Ux1POvk;;2GyC>HE$Y(#AA
z;SgSR*Zv>R42d^`st1FbL*8bwnCnltGS-}#K8Od1-tX{ndCmmV5Oazj@JBcW#LusB
zAV1yK!Q8*}rcVF<Dm}N3)Z+d)MY8{oZ?3KQ-#fbRw|{+*Fb)6dVLATC4|(vPUe?Ti
z1ihtZ|Ms+WrvE*r|MwR#tkU9ka<p{W1%|P%!xx@c|J+MgjNe|+)$ygh_dlPiYVoOn
z5ReNYSAZtJy0!_4rONWUQ|X>7)mlfeXPqTi7zY1fSzx(B?{@~@W}I(X@nu=U!6(;z
zsPY{m>(9ucV;Dx;cX9H5;;22Py9M-`rn5terrM)_bl#e}X4vlcGNz-7&B}%4H4z{X
zWys~js4I=_$=;UJDQX68RLLzvWDfn^$E6T9FD`Q+Mr^#r*jA~zmoJ!p2(cR&W;5Cc
z-nTZIS)!LTzNnOxApjy+Tr+^HFUveB>>=LYNtXKqB_NHP?KvuVU9h}aXs~spkVL`L
znHSaFvrPA4I8!X-Q=+h#z$fzO->}H^?ivMpe2zTbVMn@R8_eZhi0hX)F*u64ZMAF>
zlUXfC=h0LM0+Y0U8PM$5+#N&TSeB>h&D0tkslf^(tG<4Y<oY8&jG5bxn`3nPdcagt
z_b)y3*>m}LiLKYDbM$35tjVGNalB8Sv2l(!Ox1<)KaKb}c12#B_INzwz~lD1CnQVS
z=kh+i#upr(?dvO>zA--~QM+DbvTkpm740hwC$AYZ`jA2W;y8VQd74cXM*Jo8EtOD$
z;{;9W&=OzYw|CdaUemZqTic{WMD{Wz;dU_VUCwr%PUtR!W73;P!##w)HiS(amUwBM
z!?#=po6On_x-;rNj^<Qz=oRVFJ8R2&YPqD@S6$^vO)iIzCeFCd{<Ep}3lNHt$sGZ&
zF%>N-m>_gTXTKphxDdIrqp}SL<T-=HPzsW*-*iK8f*&HL(9$TB7zd=<I~Jw<J{fWQ
zQ0O{5vXhAOlxei&B)*gSONYXW#thl|gXqm76oZWtJOncZ)A+esoJy34ytNEdL;<;p
z(}6S>8R)S6P%Fx=uUC5$4!&jX3vSL=bM)&cEtUQY5bu`<V%%e+pwr7j&gv!B`_2`o
z$WIUQd?gH`C&^B)O%_ElxZ;WXNix4ydyyM}l4E`H(-v`rTi&4^g`Fm;X)N+H#yp$j
z!zcA_{;3;SDvGJH^2%7fJhkZ8y&KaL<pv><zhH1uNJBR!wMuMDUh7#9`#Ww=LjOiN
zdpDFBI<g9>=*i%%GydMW%Zm7UgT8w3tc%U)6FpX6Vi4U2o1MzojU>H;RMfHZzjFlW
zp@BM4wj}fAIjhU9+aD02fIGok1e|8|#0Ma;CPP6+)8Xntt4ND!^fmKAFTKi}FSkY;
z=wzeep<S6ihS}nTCU#@wXP<=Zb5SHoB*|8rTUHiFvS{#?ZZX8p;VV;))Z4NRQdj9c
za3s3?SB}@iEvMwOuP6y9b6}EU$daj9m02c`3Pp05bgAfGGjAMH6X?5BwQy?xHGV?@
zM~Ci~8GPbjPoPB0nii(j-AB&x(DVQsUm4~w-qfq!TyKI>!{BSu9~p>n)vYyt(4G*a
z!tMDs*i?5mAxbh}&+{1}qhS%l`Gt$C9!KPh^i9~+@zn{bV_|GUQ{5-ibaxSS;Z4er
zAbT?xwd9CDuPGGs@8S$UnZ$6!>X!%}Ly^Uh(T_gqDPRAU8jidcu{n$)l1G@ZF1jt7
zi$Y6g(b3>Sib>3W`tU{EJMjF&A-o5<z=&T$52wakW+)!Y6H?b9{fy-I8|c63K5WQs
zq>C(<Jl$o9SEkRQyGY%G%+e1+Xw3T-^3`gUe+5U&r^V*X_<7A<-=(yyS!s6<Inlw^
zW$G<vrHgEXJg{;bV$fE1AUc>h$7Byf8ppMD!s;C$Z?gc{ASZpCq^f}d_O7z^ZZaNK
zNuf<*im+n6x$k$zBjZ?Btf&TAn?=P|9PvWprc>P9#G5RJuo8p?vrJ~lkX3^S6R*hv
zHQhtj);pz2*5t!z$E%!}?b`)%c@q3jzrW55Pf>p0A3=m}w<PS!6n2(V=Is_Wfn~QS
zY_=~teL5`Y2%m{Cg+E8>Jv5#h6)^Ses%zj0H7MvF#`;<EcdY*$5JKnwAmIC!Lcwyr
zZxlwxGSwX}7c7^qKkZZTz{-@9lF@UybzU7k4`YnR-yvL}+tO#@4np`I*vL%&=a9Og
z8<_^Ni`o<M+otK#tnAo?+@G`dWjN`S;*R!ixRRf7U6~HlgC$oPxE6WdLRbi^+#2B@
z#rX*?OF2U;+ozq$`Hk`<HvL<|12Zy(sORFandR5hJ6kg8xubWs3yl_kQV$&5Vt6H=
z(QlsJxMkYK4IVIP*6q7AgebGwT*X=D=8CnKesyrDdJEbR-^$fyOf=kwXX63W^OdIa
zDkS*p*HBGPMfIn&wDj~LY|b7B@j}nux;y|STrR}z)RSbX7Mc5)+kP|n=KK#6JS1^6
z8dmQ&F7FQWPt4oQ562FJrX{@(dYUlVeTIxqNmY$3-@2;?0~?zu!XwXY#Ssb(bx*#a
zIH?aQG?1s42Q;n|GqGHbrJs|xS<j#@TKD^0^vQD9t3mu6L%MjMI;q-UiQ$^hN_2K-
zNVxf76U~71^e&%)KU+rFsb(%YCheV0>rcp=j{}Bn<r!Mc8AdX=zQ7agez%+B4(ydL
zjXlSH65fxeX=ec;Let}adn49I7LSSaQhUug(})Z-F#{vWlS&lU7LPxWc$KHdN8mVy
zR<1D{5cje}h*4No(|TexBt?m;@_2jOnaY}0h9s0n5?`JNa|sXW&ym9Zfye9WeV=8H
zk@@yvRK&TW=MO1I+7rJx&S*P#PvJ<q8B0r--h<Lr6#rQHr#IQtD_f{-x!2bfpPNmp
z(i`6W?!D_2<~M4T7B}XR;NOfWd>ZEIJ7uPR{%Q5+5$5k)yv%IIAM_Wy-V35v{bf?B
zv}z52uk%y2r4@Gl*ueiZQM(9QWoegIddwHEswTUXD5>Cds1fC7Tx1JX%HDth1vU<j
zjjin)WB22gmG3@20tJUq@8{n?vm}kL3>|JAA5V<Zk6wakKG71*Ci8DUOZ6Cx{+Zr6
z4wAI1?C$Pb9JN%iio&=}Z^QZ(Ng%atVPj(hB7>oxRSMEKsWCq!mNQEYJg}0{#&B(P
z*pKza(P3r?A@&Uw9YJnu>+FP7XyC;r>nJg*N=dG-AEGU{<+T9i&qFo$Sr6e$${a&9
zaUr;tf&ZI{29ZvkoqmA0K0B2K!}*Wd$9FJKkpjHu4FK+g_ss@)0!QJ0zz@)E>*2g%
z!NG9K#Tu)iKi+EYX|0U=v4#4KDHaT9p?`{JwVAWnJ>EHZKHVAttgc_oRPzT!<bPIO
zxMc7A-uUsSD4~55`3cNl|7$(=|9LI=e_Tu!qC3812Y^oVvgxxwo@Wo(ER&-7cQ18g
zrFK;*K;H)fgPM%j9V#>ew($Zlz=QvU$7sv{T2Sa<_VTCz;i0K|YY+zohLs2NHQ@kp
zE~l&v{T)OAzIgZIfgc6%%Rvwe6d)3t#ek=*v3C8tmn;`*TS2^It;c<JkpxPMjnaG0
zK@Wg$;JRM0`<~^rt@V8O5d<)sz;l7r?kNf(82k<^K?@7&mr*oG0`10igZJat*^l(a
zDV?L60v(~yni{9|d%#_1v23~9D+rzM?Cb<lb>+bGY!*Y%0b#Is6kMbUu1)6OVv$&!
zKz!fc-rfy}&>IFVVhX?&!zkbhoosZ<ahchj2QlE#h?X{%y1E3Xr>CLq-xde|A8XuI
z-?K@0JGY-5?NfyrKf^`xcQCAs?@zo1nZ%8flJ~XpQ;hH46WWAEV4B4e*AIXiw{YGg
zZ_>=Oi+#%|slvg9e?}5)6i6cL8U&dcq@?O`ga?u}e#s!oOip3^B8CghU6i)1Kp+>N
z57a5}Nvc;APWAB`@(aS_P4B7vN**rDY*0aQ2`xNrclHo5xSq0Q9a1wq0tN9JsEcPh
z?@lc@1~K^t@=?^4Nse0U`nT>mNPM{&69-=+7Qt>DcsckdEp(v&Y8&sB8S_L>F0d}U
zw}Vth)dt5RW(l+Gp9|N^tt$}&IkUZj{&(wmNc<N`MTOXIp~L7_Ypp@Z;#`dnr`Ht|
zd8t(~F;NqrSoP)f6Q$|#eQ&-NYqf;Q=SAa!(-eHcJUl$kE-uW?Ry@&{7vnOhC@5o=
z^We>*SeKlAKx%?&g&-XU{Xr2QCkwho@a~+r{pm41^#p2E-eEQ~WPunqZa|lmU!U1$
z!mSPYF>A|jG^mS;k^?4FwM?OOHAbQwbETP)jn{gga^=$ZZsB#JloTd*Psxa%UTezA
zNfZBF6-=?g>e>r3bnry+$=?>V-T%%3QR0>xpqe7oCn|Bs?a?MWKy!Q$>W7pe0fKb|
zwzgpk%J1Iw9S+WWSNoSI%!43{7g{@5IVt76|NfuK^wiYhf0m}B#cZL!d(eU&B4-^N
zf9qk9WG-=g=aSbg?Eh81&4=xvq7+H24}NG*jl`DqO;1bKpY$$26W`hOp69Ni(@|-L
z9iMSH;H^*f68t^G<iVmE$Ke4^wVO$BMFCeRm9I5FUlf{l8$A(S*N5*7n3WY3JJR@k
zR9ZZnzV5Z_xA~&Xy<<9LC9sm>5N?StRA&i8!lQj4%r3LMH7g|y9T>m14y-3&v0z!l
zXo-wD<*0nEc2V)fXDev*j$W>r)$h-sfpK>@;YP|w6j>AoBT9*`pDTDsZMCZFBU8zL
zb~N|U`2%PiLB=>n8;X)am4hQ@Z9@YpxHsG^O-@$X%!A~^&ayC&*6HYC@#>`v<jdhu
zq#&o@2{$T5csBInGsq1?VzDWodCTKe=ex^9oRyZGX%Sly?et75Z$xDBJqYbP2Pz5I
z$ly%Z6#Lwe`>O@TLH?K**uWvebYQVvvyWI04h||mjLmc5|JB%8KSlMoZyZEK=?^KX
zfCADI5-Ti?NQX!XF3l3s-6<tVHv-DiBB%=jOXt!J0!t&XbhE_wtn<wG`RSSYoIl{a
z=RIf6%ynP)eP6Hn8XaIIcj*d%ozMg6^7H<aC;k^lECAXN*plG;N)nVi?^U0{$<6!D
zz1vMNCV5O<^|B(=PT#~6wvyZ0pY#9PPwXcsgZy#r@#qrdc#12a0;o!NE`(E`2k-&f
z_p4FcKu+)~KnJvrbO4Z?ST_6><`n)CxS-sSQZ1yf=ksTU;-??s?BU-VEgfQ=yg!lb
ztz0^@t@ax+4lY~dfDOSa30e|z?hZ9Oi4v5;vvM2ZfUHVfsve-3JrdTF7gQ<oHG84f
zG9>V=4go7w;8)9Wo1U5h{#IW@F{iYBLXH6--;5dvbZBea#Lg`g-RLyBc9#}LbpfD?
z&!0c*S5&e)$`AUIy*X#Se*T0+PUha@4n-GQjfYPe6#Km^Iy6(lDdvt!!m>@;!^G>T
zQeJBZ9GO#C+b<cesG1PrWM6HF;>2c+3S{%-uh{TCsnIjHzY7{LG|8fpoz8qj!&KRB
zQJVjVBYZp(M5&q_)@RUaXOZ}Q%7!lLaC8aA!)oVEqX1J8*imPLIGe01Zpf!4v2X#>
zm8pz0U{+jpydkovk)>S9|6&h_LC}YbuB%HWO?yZy_cjPqu<3}I!rJRm+^W|WU?Dci
z8OLSOBnMFPqka{Lev_cnA%_Lp=VXu}@=G}FS6&PO2XG#{Fv%B1WbuCCUGbUk6A6<?
z74~K4+{(-T`np>Yf$er-x9f*X5X>nb@OR@`A4)}i|91Z9l%Z?nmBOPw3^ydJMQDMV
zU1?Lm9)SXX_(OP==byZ6cWH$7W!qN5nHccvrNPE$$h9s0qz+W~XbHiO%V!r9tX9y#
z!eoq&(OA6f(UF^73R^p#LaVwRw_bVk@bEuMN?n~WSNeI7nApO?!Vt7xrp=?RiDX^4
z*0uf|19Ep$b!&{F<;Mp80~!mR{>s-Qb8xcmH@O~w1-*Cg-UQEIJw(P*7Ll`d=sv^H
zTHRBXLQeKxN~2pA3g`w0z!~ry=&?nptGDUs3)(+sw%YAH{+q!y*9_G#7a@j-lqZeO
z0*qLIk)7~~jTwrSrUkzG71ryQ=ZAo;0;kWFa9)zn!u(w;FK>ZDV2vgW_r!rNOV}TE
zJyTsxtaa3y`oGMke=RWn^$Th$h_FLezh;0Ht*NHK8~-0n&+P95(M}sn(P6yGgV?qk
z%YR%kG7$hI>L!s>fh5;^)P`*hp=Yo|9<yMdBO9EN(b1C9QdWNcuZOgvueEADIU))<
z#Ei81-8n?)QP;##v8<cko;ZY)?cb_aENQ-UEN!`=9xPY(3Zl#=0!-H&(-k$#FvhEW
zxy02c)GimYyrojXVU6@kXiXBrEnqC@@1$L8rAS!jNx9*VXdwA(!1SyM)~#O~n*-+B
zV`5Ys)AVE(dF6ak<|jy#`w2Smaw(KKmQ(9Tpm@x)yf3f+Alns6ORk$5(U&$XBE6Ok
zBHh&2HAyQ?)&;r0K2FQMad_jH_SYC(%J(ppl+aCT3cv@IHALlrvxX6BxH30TDt@M~
z1-p0@Zq0oeHz0)y_UJKD^L>w7CYu@yuWA2WHCzE(%rCGxU@Q__;K;K}eO?5x3UHeV
zCwuHRsWu#S(qt`Qv0in0X2540J})Ih?Cs847|P>Ndh$83RzapUvo5UOAT!w#(eazW
zU)k_ASl+Vo(_14N@yM8x+EQsDX$>zj1(2LJp|A#2lMxf0gSilLPUnY)gMveO+w8|N
zw1VzxELK4&lyo`FFD`p^k9M4XpdX6=CZ<Z()r`wT;6mi%;#kg<kvZ5ev4VoMOZf(e
zp2KQ~KoOQP1p*IxAGw+aTiOi%5DgCPB0p_{*lZG&^Ue39+T(>=j&u4DP|$2Bb^LPJ
zyHH$1tPrM`h-E5IRNjgXERW#0ynh69Zf{&dUbPGTmEY(AAcCX(;;gm~O~B=Nthfu?
zFqRvo6Qo5TPgMMel{$phq6`DNQ9VB&_ZX-Dh_%JrSuJbG3^@wtxuOU$p+lDWzbWPt
zPH1c*KHR<dIo;}eL`=cQZ;f2DKui^}I1Q0U#J^`fQ^wy6cJ6c6u7UK^)_zbm%hroi
zB)P0j`a&eg>H0u+EbO&&lYv4$ghNH=y6roe73Ge}4P4B;c~76mxu$a=nj5NvkAL%Q
z`PAi>R&J$JU3#OzgKt!xscHw|BilSz50kjwNfyHHe7fGHBei<BoJ<!&FSYn_^>fip
zkf$!sJ2j`}&gn)AdxLhD4(&Bk*WFnZ<KOGc!|QzfI553Flqo=929AoTlKzW_o1WGm
z>y{sy-;tlYVof<mUsltjhLPzEIuCxzhB}G%zx7rIIZ)BJqKrEehGAz*dn}~PGo2%s
z{6jaqDQCF!xBNwFB|<KgO>bTCN^-+awpWsu$*l(cV-}cGkzx3CS{V2^`nglYp1vtk
zee$gtigC`1G=2YAE8zzRUR!t>rw>#U)E1s-#y6B!>VIdTHbUrh+bhHvH{@Qxi0V=+
zUh0}CQUEQ18)_}U_H1e-iE<$ld0xUZ?HN>^wi&r3(P9Nz2L@yS6ckQSaxzr}DHF6z
z8(Y`W+3|A~@9n6Vc2Q=FzrjVE&e!YsU*GycNP<B0-vQ_!UYO#ifd(DnSwk2{+B#i@
zV_xd3Jcj^Nk$EYN0vmqx+fIA!PkVPC`Pn~QWHVu1&e0_X9YoQSD{LVW4Y|1Nw4NXH
zAS5%l16pap8u+k**N`G9bn%??y9pM{YxdA^?!yg97cN&yOhK_!TT2B@-2B&vb1Pn2
zzR7|iujRS&xTPoWgh^r+XMZ(!99orfrwUd4`B;?XIA*rSO6$145SbH^@K@mZFD@<u
zuvuN%c%almMR1tPf`^(9m>8z6BkN*MY^99WxL_xYE1N-_A-gaBfey|W_fcnyo3qy<
ztRu649bLUbCr=ohl9P&XflK5yu4oW6fU|yxiqGd)p-1`Z(X^n~eEoIrcyh`$fsn)P
zuUXdJswVCE9PHJ?PZ&jl>`a9lsnYo;U5>3rOGN46uWX*{rZ-6-Gj2Asd>r`l7LUAz
z8uL8gJp&i7s^$}+@``5m4a`hQe%_`h(*!+x13#tY>O&=Kc~FlX2X|eX(^12#ba$t+
zOd4hO^@&T~MTqnd*Wq&-YoWRtb{&a84&jVA{QUd?(ns87<$W0Qz9!HZFe~%V)u<I<
zU2$g6WeWqiJL_bDXL1~Qz1ozido*AkW5u=lsO<Yxs#WnILRS&%c&1jb2~|`X;wXOK
zVYt^_lZxNB33)<>THV|e@SE$?^>b*}EVb$`cTypXfr~c2bLgsi8mbft6-Z;WSbt)3
zIdOWI4O$ia<#$@uo*|Xo#V<|wzUF~e!?QOGUnGtnTMQ+kktQ0OiG;0qW9c_<g7WV+
zD4oEM5}y|-Zd<JN4KtFC(5h+P4-TYP`{azbL9`f|k9&mh4sLDmr{W69pjrIg8OP&u
zqhYEGM=UL@<JUGVyzKbM^D|Fml7kLEn15^kN-$|$#rQq_X3W;O(8{j3^mzY;PIg1o
z5P`GJmHI?rku+F3wBSORz|&c5*Z>FTcD%B@j4ry+XNX5C{r*(cjXKR7g-2^!n^AZ+
zFiA~8OG_XPWGDi}a+8=LAz&U^uflMgX*IYcd$!}rXUpCE;?^+j!qt?gqh7uPVwbP_
z)j>HbGfTqNq*PjZ>rpp2l1bK&g|-#qJ6)r-2`Ex4%meo+WGxhvYukW&7O?zm5A_$P
z%NiIaVOiW1t=9$)S}n}Lz*bXov!wX_1EQ(xS8W9$GVSbfGT`RM<54X_Q?vB}rJS6O
z`KxI^XX>$enf6C<=5Ct)nfu-;wv>F;0cpXpanK9W5lUM82Tb<0?=u%lTr;*)Wd??c
zrDkBVLehinoU{{gaTi##@0hXn10?Hcf`%1@w{+hB9%EK}`|B+^mH4-vs*J5ldGz|G
zG%sddA!kx0){fCc8Pj(TYT|T3B^wNTf;BhHqorM?9dmcupJD?0%Wu|Q=C5Fx2#8iJ
zX$5Od!*%VTja5^{Ta}-|+YDs-xt;XX;bzMNop!Zk|LqZ0uKAFW1cxqX?5{Ut3~vuF
z0%`=lTlfYh1`_q(5+xJ&1kxlI4hO+Xg~M;3WdTHJxQDGYNyJ%jJL3tPx3l0du48)d
z;hB><MP$Qu%P>>Y{w>a{^nduTQ%3Qus^9)%23wMJq7^>-Y0KGrNO4CR<&q^=u}K^#
z&ctVnVN|lZF2ER0J8P-&erid5EEcn{kPUzgiisQCS!MVaO7tsVqm}g<`j49gpk~eh
z(;4@iMYF8lJ0*JQ!9rbgr_!)^Qj5{<8s*u^ou$0p3nLHA<UYWN-#a*fil`oM!%;4P
zo8oi26E|(Yg9w3=*!POZI~qv!m~Z;pTwWT$xHz1==(9d(ShWPvyXc@;2DvjX(H7rd
zB5h}e$Q#t~qB7DtSKi~>Jf6k6JOfv}T%0>;=k}y3;HjRt^@979|GY0NiM<>oG4|q$
zrW-U^&z%F>tpEeA9f>6R<eXj#vDpF$;pPAe4Xeo#DUiYk0G%#dt5DHh$u=kv1=zn0
z#5#wKcvc4+^X{>SxX{DyIU~95vq}2U58(_K%EMl{&k~Gg)mE|QR}+NrMoc@&Y`<Qs
zIW<1D%5RI-*k2-|PWhXck?rt?<3`MV2{%pvL+CKjul(YL&GWAS`%7M4o}8Ik9RMnN
zCg0(b49u#uoWii(<<9H;uDtv{VEBRP7lN6gi`?8LikGUne{MZDgr6RE#g8YaWq!)5
zK6VDqog0{mA&fRvViL}The%xaS67blN@7iu%T@kB$e*G7<kZxke>QMcy6HrqR9HT(
zhU767P<Si=v@`UF5uC>}-k6@j+^E2F_G^jf<Z+YIX4<Y#N-Dq|SYN=>$Uw0~euH>Y
zwdffs_MWX1K(i{y^1#_BpF=_-lT7L?2-`kRa0Q@^J6vVC6gMAx?8OaRzKr-yXiRF?
zu|!mTv`rp^+!Ic>5gJTaP2XJbbYN#;F_Z|byE?b|Pf>miR_22suB6UqaDYcyL0!I5
I_HD@j0hmJb<^TWy

literal 0
HcmV?d00001

diff --git a/docs/images/enable-apis2.png b/docs/images/enable-apis2.png
new file mode 100644
index 0000000000000000000000000000000000000000..8bd9fa98615017efc3274783fa86c7ff4bdafab6
GIT binary patch
literal 15412
zcmdUWbyOTp(=UNw!9wsLOM-=93j|$YgF~<c65MTrE$$XPc#z-=!QI{6HMlPBi@WaS
zdER@zbMHC#|L?nX&dgL-_w;mE&vZ@KuPgYoqBP!%*Dp{|Q1E1BB$QE5&<vjVDlCkr
zGc_5#$kXMyy_oD*tS9ooGXD9Lrf`r{cTll5b#OMYGeLnst*uPh?2YV9OrZAPtsRcg
zTK~C;`=3JMb|wZ6X4X*JuVz*zC||!j+SwZ$xYBa*(<)j!nOGT`*wJzUxjxVWIR&|a
zf<SKC&kA$VXu~Kdv?#I?qF-H74wk&Ne_yO3kwL+>H)sOyZBdB2NF>m6@U)XYFuUH-
zmC4L~I@j@GBPtA-cYbrwoW7qdqlI0_Tod>m$2+#HYIPi4mN^+;^R?<;IWx_K(7Vky
z<!3i&Fa0|?s*NhQADqrqZAt*8`;Iy@``V-X7Y*zU0#x{zZ~vvWS8CdOs6YQDkF<CG
z!T)k~zr+&$Bg0|-FHv&0Vg01ZOTvHX25y7)q^!Eh&HtU&9kY@6H;0f+8H?y&&h||J
z@V{S_E=SaX&#|5AwX{Q#*e{Yx^fiilDF(XK06Qzq4Fb$a!#h(*K;=Bi^OwEB=ZNXF
ztZ=eimrH`U7%ER;FB;+9U3cMHa6`xv4=km=BxIZ{CXt-e|M4lq_4m`=3_#?R{osA^
z9er|ei&vPNX)epmd)RSjkn`Eop|@xFj~e?J)|{ACH7{=8^Uk(C!au2c{t`3)PD$h@
z$+@4;FZTMAS?OHwNXIv0ML_>nBs|AqRVFM{r!HxDC|K@oqbYr5YO3T<EABZCc@sle
zuuf~*So>{(`qj$2oECFB8-%COsRQl9Ucqd$8Fk{sOhr0Effq~`uxl7UN5SXkrIz?-
zRI>EVze7=v5>M-YU^G>jeNF}Xjomm?VJFF)A1Wo7R;7exTL~eYYKpao*vcV>>05#E
z2+W#jyJ1Oo-8n&C1mDlwhu0OR*QmkIRq+hga)uFk$!&d?=0)@|0;Pv^Hd_m^En}>f
z4~8PP1o)7(XaUyL8b9<-cDqCvMT(5BWCo5ZeY{wAA>eEU<XG$lAa%y$ASmN9pOY2x
za^NXEx@yZ@t*mH@Ow=$hTdDOU--h!C`BgM2CET!gA@5&rp*ve>&VrGhc_vKxR`+ww
zARlodnG{54ozK!rm#yiecaVTfG8i4a>j@QoEy8k_Bl+y^eDg*UjbgKi;Bl60=pM{M
zB0f}vboFi;@zRIfba*yhYfNMvHZNk~b8_0Be)GTb^RzxR8c4=B6%qEA0IYPyZxoA&
zJqA@%RrtkQTlXj&n{Evs*465Aqc9DM&^fu{p)p}ZlT9GDB-d+PuGTld0y^A2Opijs
zG@U|hD@z#;0_W`qcHo2IZEYg*i95qtZ<b)Cqo?Q`C3n8z?n?I2w+#vjh~X^JC9N6H
zb*G@43W4_a_2K=?5U7g_g+w^#*>wVqrS2*AuDe^*Wf(Z-_QS}o{yq!fZ1$2y=+S{T
z^KmYt#ipzjVXw<tkb|(H)@!_?Wi0|nDjh1>aLjXz(lNF`t+ga1B(g|m2&C`zNmvHm
zxD2E)Di1GBmiN9{);Jq@)qZ>hNch;AL>=2Q14jW<f{+PAU8`Q_M{~fU<8=8?1kO+%
z2uJ%rFBp<vN}slcT0-^C`|`^-2+-rakF;5bk#VRlGHPai4tZ3NvwLN&zk2=!x4wW$
z_zus&1wp0iIab8Q%dkF^$#f-DnX-}h=Ber!|Cy^Oim4c=!P%Va2v1%3x08q6t>mu2
z*DEpdQWuDx<8%9<=DC45ZYC#wuLrmB$}~Wy(RP^!B$WDdW%9TDE8zPwu(0qgx3Mwm
z8IBe{Rdd<x@6eSO&TD|Wq-_B7_Ud|A0dx27L6GZ7C-(tI=H>H!<TuR8@|&e3RkFFU
z@MBvqA>{ECYsh}+%p1zHcuz%>L7ORz(y~JJ$s&(YFz`niuO`g%XyF|QuNt6s7FW66
zx8Uc>eXstZGqP$&*W=+RQ|NL03zK+~MZexHMeE&5X!yzIP0)~heL>vRAi=Rm^2L|l
zt#J+kY>)Gn@E4E;=WG5@xX@-+L{fY?hZ(_L6b<BU-4^|BYxVIOQ^fQHtSqXfYv9)0
zuj@IOl;NDIC@1NBo8V+RxF<MiujOPpBiM5!P^J{fK{|YF^cM}@rRSJ*QR>-q^f(os
z2e{~2KUcG~YAMdOm~FblJroxTJ~h)x$y|8s9NN@7{sLB_Q93q(Qws~+D6tT5fJV|Q
zRjR+FDq4j;%~2n=PgBdrNm%9%NP2xwS|oHl0X~Derc*iH65S47vnd8#z{NHw7~Kl@
zaN%lAc=2&Z5ktw<|2(l}*4diYeU1u>oU#2BN(L+{o?5a4*uI%F=IA#*+rdV7ybrzs
z;6fe)B~U@{XB<1RIj75AyX~BMhu&u02tqa5rgd<Vyx^@V`I#}ZE1W(WXQV`HHIa^k
z6^XB#BUO%y8EkFV{hg+Th2srWXy`X*T5xf&={F9ehP(~YEWqk*Wj(spNyC=2c2vua
z>p%DWR4yw5<ik=&BSdY7+}ucg92@7#J|t)Dz-D<{6+XSwUzRmpJQ!l89Ga9?u0JxL
zeQ@JVw5_#wS;Dt7lqXYdwIi%2q}prG(`EB&ZhZtF3Xl9k&J*@z-M)fLU5)m8t5$9n
z(ntifZ@r+@G8ZDBS-YkH)^TJ)_b^;m9CzqV7@R~Z#BG>9xorMOl~|f=T*qz|=+;^=
zKfyZebiA`r*K-T;uS?xloS1-VSzmS$peWr(cz63T@O(`<ep__oklUKG#*KN%ce!28
znOcXIDdu*3G0wrS?)VyNGY+!v>bd=dg|k1L?ww}*0OdB|a{xhJIbT6N&YehH`7opT
z^R)I&P|lm8kCXQX$w}Zuk4N06aQ=~4fnoQ{A9PM41wLiLBJ^Q-)`6KNzA*uMwq*s(
zRXkIk+<5I<1J9a&Hq^I3Gf`X85lE3-L*$H0*wJ8~2#@8>wya_VaP`^bp+Nie9`xQu
zOz(bWapg7~HbrT{FKB~O2)JZCet|+{kZX}x@waD-?m^~zsZg3j8Jp)q9t$C1)Dh>*
zrT-jXrTK-3$5BhE$UA=}6Z1aX>E?!XIgaAln?wA9V}|3`%e*<Wy$xz|0yMW+gZ5-V
ziyl_xRQH(LG#YG>T6skgEP#?u;}=Y<uQzd##tnpXB^_0LW2M{)ih3V7{B}S89fC53
zf<`cE1EN}fLkH0^HCmc5D>8b|!q?irR$nP|e`5$=EKA5sax{KyIZw$KH!Vqbm@-t}
z&H=6pVl{yxqI#gb_u2XJgDoa#$yP1$b)bUq?dbyb$3gVi%fx|!jB3_L*SD2h>|4WZ
z8eQdyL(9-Me8k;46)E)OjfoDkD~?J64|hP3Z}kvBwR->(S9vG4uf|>?h*_PxkF-@h
zQs9%4B%npqg-cp{%t;*$oAJhZNfwtf1ry!9a=De8j)y_*zg71to=!74))63N)gj`S
zd<vU|!UtK>dA4)Ed8YvfBY9e$3B=>!o+cN~hTH5oiqnF5#loF`{id2OWT{=w+X^LB
zGo_U>Iu`SauTxyDXY=^&Fc$BC_BCLfLmS;=&upf=9VifL=ba(6H>>UD8^e}EVRMGE
zhB<j^2mf;En8P&I%=hKZQhv2ZKUnkdhbWDNtN5H2a@F~0vh0XO|0h`}%^6eq&95=;
z<qw6eaTlw3rIAUR1D`BruN0h7F?F#IJt+WNQU^>-bGIZv{6b)Qwv)|#>()+o%f(y7
zB+_k1NpQSpMY=0pA8Q_+fY|Wi97omE5$HeDQOf3cD)27nTM>w=&-04+IeP8OwL|I=
z-(^<F!D?L~geWP$(&$c!<Qqh9$TndqAaTeQ$|QA-`bxUCnh`Aq``U#m*?FFvRCn2(
zh~JqdcgyK(pJ$O)dE$fPM_Bs`V7XT~T}s8((g~MCg;KP)tFNl|=6KqY%R6~^ur>A5
zr3%JFpu$S~+*u;Bt?bsTF=@DnrKscTkRO^JQqYsG)&tBC!y|1%(%g~Hjh&gkw37=Z
z`=w1Sy~t*tpi&pHWR~x*53ygxDDYUTvzDh+>y_p!OYc%#K_hrI)0A48I&i;@UztAQ
z4|~tsq&sl(OG6$@0RENTgZwh{Bf@)eNKxy>n;e|H<)f$w_>bA?ZKMlxmOab$mfZNZ
zr-a-3s0f<+P1V&LO#ut$<#zwhYnsLHo14cdUbA+OoxCqD1?!+0nC*VF16SmO%eA)O
zhrZ!8E1=-R-FE5V=J(}6Ang8!(Ry|3(R61Kqe+kgSeik%H{&>tYzs20=@y+S#gWnB
z_EOPW=+QCy0^mmErBbO|I2yrqQJ$#)zT%WgfSP`dBozkL5ni<Er*c$O+`~GBu2o5N
z{r1vEKh^d3a~tHg8hdK69f}W0xL%p+<x$?4Oj(Mo_Gh&W=hz>052YozIQMgoBd6oZ
zFdeEcmX7xv(NhFEgEjdf-G|Mt9uZ(K^t71TL+(@EeMNm4y;tichKp@IR!+y$6~YRR
z-jYgNY*g|dS2+#T6Y8~Ub)4oIfU}N$FcnV*f!9&m#?lgmoXjbN4KTfGYosS7u+ISY
z4Ag8}YVKBS&Y(Qp{;Ep3xjU0+_4HdDwWUqoVOiwvNd3*{if~g)a>{$p+oHh{wetW+
z{o+>S6{Lpz_$qC4k*Kbz+YT4CH@Cvc?0x4vYcq!mnMpZ=NTL8?i*aBC{a)`E`Giwi
z+f2^|*G>bHeVPVXej#2?OOqca_><{c#`9O=H5E=$v^8qEYj?lGy8*4kMTHA+<z>!F
zbs<yI(8xnm`&B{J2hL;!rgQ~#!VW&t9NFgCIA;=60EYW517NJQSs?|2^AwLea*MI=
zwuBmd90A$Uf_1TY$pu(p!A8bflxmI%?;Cxr^#`+G<0i)q0Dm+LBkpGL@3`xi_$n{B
z!o0pxqswn=wc35rG5EzlnEWMNSX8*g_*h`(ui8tYksyC>jXtd#0UEy%SaU^HQlt&j
zNe|6rYTy^XbN!p;0uAf>ki=)<Dvm~z8z?l`80PyfSHtghwVi(Mr_yxQDH8wPHwBO`
zd2P;}y4>*ZQsfJ?--d9z_@BSQ#Z=Rs2(r0)T@#nOv7wMt$wAuQ$bplSbi9v$C|ue#
zT8l|z70}M&1~gxs3VXf1vI8e7;<!zTkEdA~6Bn0h++EcF+_=!A)!RVGo5M#_ZKI>k
z(F7N6zr9l8W^U*em~iuViQzq!Gi}l6-rI>l4fM<8S^ju+c<#tcRb_3xM&w3>j1j!_
z{7zST{O*jqHHUXNO%}z$Xi~>d2G=|#9pshzu`_M(xM5EImfShww<;&{fdz{ao@>^(
zUd@=%WLbn%!(+Ph=x&@^3V!{!HlICt|1Y)k%6BX2C3maX+)S(8nRY`-35k{<ZL$vh
zQj^V|b^Sq8Lw%>h$Z(SVSz+z~`&$$b#xnigqDq57p!{_pE>l<T`k=>pgT$%RqWE4;
zb<sjqz_9nA@m@5#zr5B+GRLy?pGr24LDR>=J91uYOo53&gUQXPYIkB;rNzz^3tpnD
zb|}JA>ebGsu`Z-Z?57*;?>tP?la;1-P~-s>sbVPIw)r1?G1HAQmrwfpV}{puo|x`E
ze2fu!Own_n>yl#uQ2ox;kBsuWE59FLvkOjbbqoQ&Ta#8c%s_r^fyb`87k9!Fs*$Qj
z1nRl&P4kn~t!;4sY7fSudKzI@n}Xos(8x2xN=16bnMnfSdyF`6WzbfwAaC6CvHr&i
z99p3!TwlsmpVva;J%fWvU!2C;>wKu=j|W=RUh!r<KsqAgzMVyC<~^v9tkYPy+2S=?
zSqeelww%0e+5YX1eg&PDo52|TLNf^JZ?k<IYODw8iVMklw25|)7S3wgzJQv;sT~5@
zvi0nUF{Nh^CX-2~oAahddgtHRpn(odLL)<21jx=%$)!9iYYAs7ykwTq6`HZ+GSWAQ
zF%Z%~ms#F*$D9$*hVGb=W87`B!nI$v#%oPqxzkYC!;O%)>*iMr%UuJJmx47p@JBdO
zNFE+&z6Nob#w=!W<1(uQxgMqJyAptcgoMe-#(T!vL@*3=Ki6EbTzXD?ptsdq)y=WY
zdc+H<(n-ay&Hgr;`()bc5X$wBY(F~_emDNWW)lm0Sdz~Xsg3>(QW^2|Y$WVsTW3nS
z3%MQ1t1P!h+Txae6zgG%78Hs4Y8m@z_qG;kijQ*?P6zSWuQOb3P4m3wx|lY=>tsNa
z^$>_$`a;y-#1S$KZQSKE^`dN6_*RtU1v&#KeN^0CBQ@dWJUx7e`efq{y^s8C03LX=
zW>*a6mRh4Wj%^TBTO-<f8|wW6-p`H~&)1-45LrJ|Y=_E9`(+W$%kpoYUk6$yd~gZy
z=xu)aJiNOO3pT%Vyx-PnwJV1iEC(^o%_C5kJ99_tIr32!gA!yLivuxhQ$+5FzaIqg
z^3ohhsh@wOvG&keO%&uU1xdicR`+xz1eve5z?T|$TBRt8Qx)|)a^_3!gwsXR`};<@
zv-9_kzNr|Qx78;aS2X@h`XBbA@=ZK<na%H9e>r)BQ7HxE&B1rRRWs%;7Fuj4uw6Tg
zkzRfMgYAt{fuFt1N*%Wy?IG)5Jto5UF{)+6dzH$bR)Q}6F6G}1ODo&YKAVx8Eti@;
zFzE^%E*ai53%T4g(O7!sU$86)T=1BXFrDP(o9u)1%36A0U0q(qzM0D}oz?AQ$&fAy
z^PJ5Tv&|6|t)Bh;EG6_~xs+7-X@{0eeCDdPkPGf8{!?;-7W=UKQ6X8&ofF*qD9jlW
zYK9}v<Ip`h7lM?=45pY2_n0*2FxSC1w%5OHiUOP1s$H}#Oq&R7%3!AsRcuf0x$%%t
zv03PJv*wFc9GOJk^b264!8eKKUtLc>#~Q$*@K%ax66u*}A=Y4+%5=s4W?di+HBqNG
zxfs~Vrm5$~vWMr5e_0$gau#o$(v4aE3+v+qDx6XvNZFmX(zK`gL_|t2P{-o)#oqf0
zwV}6rKK8YCSB*#Ir6o*n)b4y|p07z=8HpP(&H*H%#;=DcoScxHG2_X~GKk{~-<Cyg
z6I6S^km*Qo?@9BONXC3}_lH32OuT85mZ65+%%2vx9W{7a;c0yhTGJKI->8Usf`G`~
zZ^k7F-F>DD`Yip7cgN3_bDkTfKpqApFT-I?o5(k%bEPH8<TAR2B^glvrA_hsptLA&
z;y)2=3_K}_sbqg!n(gx}bSaqr1HeKZSt=-1|BU~g`x!X)nf712QlDm7`SW~$;q-A_
zOD0L$nYv`<6ne5NOL_9ysGCdKPJLmpIqq}!$g^qDI%pGFjBhe^n|O)-IEaVUyESQG
zXN$np(bpZY^>A;FQ3UGIvi@3r&w@$wfGgFlJ-lu-qVP6oz|vCqK+2<vY<1=XdSICs
z<8-{|h*mbwP*dT>dm-ql0em<&;cAqWgHpiG_k20+`!&dbChK7_S$4#&0z;=eG}3X~
zIe=GpM0n)y#M1HUfr4QMA2;UTmmNt{o|&eO3t5x~e;+8mnKK*}n>HJWFdAY4HZva%
z!vKH1th1Jj(OiS+?jNmtWtUws+%9MljNGG2hu$M+K8k~9XZSTw#z#VPq1C%}U8|OE
zigRe#CQQ4kFdQ3Sz|IgC(+?s57x{*?pPmg&Q*v&)UguD<AwRdLhw|T1_AXS4Qw3^)
zd&|u7BZ}hfsWd`O1u`%w@iCMfiyoSa8K~`wV5B?1TYvtXN7Lf<g98wi7T*THvJomZ
z20x1QN>z1)xYe+iU7=BXf*1bctw7+C@L*KK_j03?4D^Ut=1!^>DF1D^?#irff!DYS
zNhtLfUH)T=U735wI6BC#q4ZvJC)LBE2Q`t`@@FN<%BSLibkHg0?fpBCY`PJDwAzo-
zpKL=%MRXD5W-H{E`#FN(YEK`dENto4F@EVidx40QZDlIk^am;zNdeNM@AH9^Hl03%
zJ3o`^+oGyJ43=MS6H&eKw0RD1tT0#@t@Y|&wc&?8&aw9ngDv*8|8ZnT4Z`HaW~bAF
z_<>S_qzI^clK4L=g0@6-`Km<V5E$SGt)IW?T^MB$%m};@yrl^2JbvL2mJ+?E-q;xa
zal)fTGB_e{EaxULT*-m;-R$b@ZSp&5aIIHF-ZH|bsy<f5o!Ywf*V<1?>a}AY3jEHU
z?PI)fJ9$sHVxyUU(wIZteHj?nIN^>7f0)Pvl}~M#fby9$4_jmA%Psyxb%E?OzhA_?
z({UFY^!`si{N594fr!`ygNTnYt3Y|52m|L_e$~V8<@f6#DgkiX3OR3GS|<=U$XX`W
zXwMq%KxN(%aaOGN<zEN=P3nG)H_}V`<HwId!lrNSY_*%n?4Qij&pvOu|8m^#ZKP?F
z{OdW63Ke}L|MYfANOT1dcl^spXv_RJiWX5=Ne8ppgZ^pq&%P^P%BPOB{U7N-x{!af
z{-0RJ{{!Cm|45WvsOqpaMA7niYq7Vtr(ON&KO=NR74Kih4H-F}Qq!w9{PrJ!XW5LM
zBI5dDMz7J3=YLCF*|7~?`@Z`(rL4rU^&bf5e+XPNDB>@CHpDHT!XMS*d1tpC&c|iD
zCXwp8l_;mf`fopPQX4GA)n#R|`QR>eqe5r63=9k?RQxtSqN86um7{<*o%B?;B1PUI
zzwtj3kZ6x_g`~Y;IM27DR)pxq{6JDueAOMB@8T(9P2NzFkErfs4o$;)+f@9}$`CL%
zMjW!wZg(Q_dTJvE`27P#<B0X;X+Y+Q5^Ebgz*TS|Zcc6@SazseIZ098P=q>7VLNx}
zbQXs_&+E}bXT|np>Dw}|(g-u-I=*+b?$JQhonBu>Sb}Iwzpzt2&UnPtqv&NFOns#4
z`l0>Psg#vT?}?o9`x_1?jli;}<})g$^!cD+&Zlg(`Jg?i;BU9+kksGI^y}rA(CnMi
z!cZCf3&<%;T#e~Hewk6FD);OtCdxvDHrJyzJR2uzFzEN9d(#P078)AL20{;ppC2q-
zA;3o#ox!fg*bA>))DfjjtJJ9@HF6ZH1voM<s1>BT8Cb>r24=YX*s68*47KS=Ln`9F
zc$E3&>xQ&9&T-m}oN(~~)Fyje(^{tu<An8W9{JSS9Ueoo=>x_L$o6x5!hI1YFGXUV
zE8<13trGS_WU(D9A~`PVm+{?Y->1V@v!K=|?IpNUSJpLn@JIhgexJ!1wu@dR9RZ43
zx0vJY!A+sVrc+4ot0eW~gOp0gAOVjdqBI|UkZF%4Z%cT!cG;PACul}DwY1>?)c<He
zm^`3GpA(5x7*Vi3w*21N3LuU4JW}N)fo0*Z$n!9$ywFf_X?P&9T$a7;f_cny{R(zy
zH=*b-9Z8wnb7oRZS?LNUf+bxp7`?siua`jdtpr5p45kgF;J&~ZVq|;M7GScQkz^Rc
zT0T@)+Y&alpjK&oarMFfpdZo=*GIi9Vnj|%12Dlg!E}00b&)agA78O%6vlIH{*CiF
zcy$_Pe0W4g1aQd5G0eRWXDD(x0;zD5<&1RbRqCyjQZLG3yVM;cPQJv6pc+|{0{HGd
zj7@|X$%rqSM)meV8;>PF2F~zakqIKZxe#CMDgX=}2X9#mM?yAf6NdGLv9^4+0tw{h
zy$`UMUSA#rb12$mu!a+o8NtY4ur)OtU;qX221&IDd)W7iOCHNkpBK|v3Cvy&T)S*&
z3s>?s9jFy5Z(CvZPD+Fe3KNN|H~0%dLS5%St&JGS_E6`K6>H+Rw?DY!6xZoty2H!H
z3+ioKL(03IPc~W)*ZPZ%Zp@T9SX<p9+1Svu+@Vc@po!8qf9|?jYdw~=o!(e(4*Wj2
z{88<&()MgdgpSun5GTe{{Q*&N3okQ5H{PH!9pHd)PvW)p)D+S81m3O-zx(-DWrEqf
zPQ`dIISdJtOLF_`WCC>ijEX)|l2s&`wM-Pzn#LyzRy3R|*&?cLj_7&wEPs@VledfV
zNHo2Rm9=M@DXFN{gb>uG*iM%o_ISZ-$#8~^qu|uy)fjNkWQaw*5$?RBuB>ZqnRO7m
zo&A!C#=kWUobH_StF;&3aWf0~?q^m<PJoph4%1H5Ee`5kE_xQ6Nb%P{PyIw|6nZAL
ztlHq81rj>}Y$$!cHdf~2l~+?!ye$@`XC0zlou+MixW`Uw@VDZ@6D9(Wd~X0Q{%+q9
z<z%&3$Je>p^N{I#Yf%w?&$FqR%ejcc2gHcbcN(`M2Mxe<T{Lx-sKvg1LP4Q)|7R}%
z1LGpV8tg50Bx5*-4{;_QEghLJ!g1%^y&8VwT^jRkO5>f2IoImU?K(C2z-&<57u|^>
z`n0VW56HVmINU$N;$2YXE9a`#y%5=lFXZ;T^RsaRaewmh-c;wLEIz3M@4V-3-i8tU
zJF>g~y`Ui3e4*NY+^tdD@@U$zY(8;S6IK~n%&R@6@%`|#*>^JMOy~J)HQUR-Mdf8s
zS&B&G6!6||-QeH4y^bW<L)P=%FV?m2j*iCRlST<LQ+XfVo(Ww<{T&XZUYNa9UbhpY
zxckoj`*I|uRW*cEk?~&By6M4}{GpYCSgZZ^6RK!T+-I+%9~-}Hl;zTgjbd)o?cv}g
z`EgkKwO;a&1qUd(wfVsy_x?A%RFKP4hetMYL(808!i{^C69zT_Jh2dMuKLCls*ffd
zzs@VkW_4!*TnlQWyrf@dPK1me+}Pll9xfC7vcDR;MfQ9^4)HgZnvu4IJWciYQMk%S
zX7kSV?nze8l#Va-OY`Zk(#xOUxUPd)b9S4c`8lVE`V9bAQdW_b)zvH&3vI3Cb9*E(
znULXz_*-piR=GkakdW%^-HABcSA>lnx=wRALvSYc>q#5@ToQd-(uM^y3&El^MH;fp
z5bfyRfVJh%YRs;`A!w#rR$m9#FE4(x1^%EJG_hMzkMnr(yL9Nyo60(a!~<&Sk&$lv
zz5UyI;ztv9ap|0LvjbdTn7{K~?hT~2-CG^Ezx2bBI<wc?pJTGJ^7vQ1%d!NG#q@su
z0QA)ZGKuR+2j#=_Ckuhss|=Z6<()si9B@$8I@nA!AF$Wdc6TUiO%e3^84~gscCP^3
zIv~AFu@nwYrW~WT;Ul+k2O7*w89tQN9GKL6)$P|yz4iAC@70CD`~;3p#uLO+!&%ox
z1*UHgM9$E))?T<WYzo`;5J$(~k)#OpmxLMWzE+Vj-AHaaon)fAFYw|_V|R%`1i{xw
zV_x)ocyMeo2N;7Vi0LhKSs2gYOUtn220Kyq#+R3ejYonHp6j1ON`}s?upc#Es}#xg
z&wkIm&&CZ28a06@+@@p1sYNGTG9_GUqDzagzhV3HGpj3%9WGE4eJAni#?w@#?hb`y
z(8w12U3lT8Q(eToVU5;$KQpK;b!M#`l3R&Dko^%w9D)CA>=GtOar{~HV>N_@MVB4T
z1v+jReiDI;_mASLB5%=arhJ;|Vg3QChRCn&K4>Pa=NyJ39H-?Ccnp_N?(P6dNKhTI
zRRxi!Gku^ZB?S@`6cVLj3AXv6pp?|-O&@R{XVhDWlMqu!O!J82F0#;>qk&NfP{{tn
zDKR-W+d@s_R_u#rA|P?tPiqwZ`$vMhl!xX=(N11f==+XWoB^{wiUrfU^3e1|GcfhQ
znE!5q?kGgdeF?jFpx^U?8Zo0M{c(`viv>Hg5;4)GHo7$a*I(SzpKj^o-dUHIjuwsx
z7KHMCHD&yz&FNcoMPRc5n3F(!G8q9Rp$0fw^ALu9nysu23z)HnjARaK60q$LJ=%pD
zuilZc(pVcx3@~06r9@CrqASt=vIQokcvG$RHEM+AC5&zaEHq3TP3SfsYKV=COFqA^
z@S^1E+^bzpk&~tKm0cHRew6D(|2XXQB1AZt8ZdWxKQo$b<4iL#^lV7IKB%MDw^4b`
z-k}9A4?Kz^U&(x5_b60*WZuwMwZ*`FK;k!Njacn#wfkAaO3PeX(Rnu0!U@~p5y^UZ
zK#{&A=4ysg$l`<^H-RIC_aWR4A6YdT2i5s2U`Ca;2ABodGB;1E?ptFbs7Y;IdMFo$
zWqrVj;_ztmS@JeGe3^U}db4G+93|R8L=xr#1!4Z9vqvBf&CqveEdAWAd}c`hxf$_u
zHdBS$?%kU_R%VFJ9^)l~&FGOJM5C<k(X~2azv`8{JU)s0RT*=)d^;WUMoq)p$}i`W
z##|BI(O0E(2n`V09Uxj}dF@`lq9s*nb9Pq(NgKCo^fYYE&2mDZIJSCXkME2-81{uq
zwQP!}!JdKv0KjV7^48i}ys`33RfIQnHILPl(spF%r#N9wz~HRVdwi;NL_M$uX^1~4
zlD*DbFlXz21uK`(3K{VN&+?L#KLn~9dXHtO&Oa@E(?U0O3QASYLuAtg(?V7gV-dn)
z-D!s9CXB$`vN=4aLZ%5d)v|3RHn-Wr&;(>3SHY1^dulVuJp=Zo$1E{9XbK->(Fyv(
z_(w!v(1K%sAV1H^?%?m7#gEEl$m&k<v*$N@!)02E$|p0W^Z9+;Ut4SAbpTiTZ9Iq6
zGw#WuHz7vNfi_3UL<!aOD5{Ts3f|UK<1T?5OG8~n$!$uxmmLk3pk$FfrJ)9L<!R(E
zAHb36dO;2dz$5Mc^0LuZC{DnC1$mNjxFk+hgkDy;y<{$AeU*8U$b<}knk1&Dxpl4Z
zq@S0mYu~e~rpat&<7V%usmP3QCqxN0ulg5c(OQEHDoME>+=$3cGt!de&U0@zoHuV^
zd(Q9P<LlqXOi=8Z>EHh|CTKvxM*J(8oNNiAvEDXfLIwXhF}1=ztWe11hQ54Y@XC&i
zZ=`0K2e#C#c#$hhD8&rriYcSpJr@7>RU2yDW>DOZXw(q%A0bbt%wT|(K8Hqo2uCjP
zs+=%k5f}9^RpGwPFyxb#_UH2mdaH-!z9gz2KB8^c-#ZYbtdLSB+_!*Kxs8u#M*1I+
z+_<c9oj_n5Ga>1V7c9?kB$M9<|GWX@hNpPSiF6xG?4xP65$7y@?h1*vAN-O??N?jN
z2ls+sBi{v+KyqTvI&d}dcpbTcWk%KNWz&h|Q5C)w)s<RHCqik0`*rLoI5K_d8%mWF
zoG9ckWi7LAQqJh~5x6;e)*U-U9}!PVxiui{W{U_{JSvTgAo<n!x9ePww`f_&w_Zu1
zy~Py0TSwO5VAA5Iu>NaAqQbm7cc1~|>4};D!8OZKiV6ot6lZxI8QEuTyvwT>?+%IN
z5Nt3QQp_P8FV8C|V;m(X_XBv;k8;Ew=f<0z5wZHg&|AOl2jP%nNLNFC-uiYquJhtS
zP&uO7@Q7$A3>^FUbWkQmIBFbTj;*f^P`FP(3FD=Kn3amul8_pNLvJm+9!?}2Y{I{`
zFaq|k=Z0v^Q2B`HOxcW29@@zdsKC@CDv&ow2sY~hcUlvfVWZ875#3el)~NqYOjG{u
z#E*ozA#%74dpLHdSDWwekx4UFg6`+~<cz-Fg7Lf0x`}^R)%6v#zpWkXI%k3aCyB!L
zbGbnnA-sZ=V0GEUB=a?*x17MAO<>afq<ed7`AL!}4=c~)tpl<ynAxU(_IA0A!#=e|
zolo;EFb<73?1u{}vN&uAq}4l(zmUYcmwVP5;A8M(*t}g6Z;R86xFxN#>PN&vo_&PY
zsJdaV`n&f<&n=0q7DvWFMq1U|RsiXPv`|=aX&i##rl<tgvB*TnNvZ!LS#<tEg!sOG
z$MWdQ$FD-=qB*y^LtAH1jz2%iw?<z3^aFvBu0LnX0zF-y9oRqyCQEorgc~klcF_cU
zDO-V!Lv?>)0Qt*I({)Hn%*=?#NDrs=G2$nmi&GcIY3d#78Br~ecMY|NwBd>gA;O*7
z+%N&z;aPmO1ZzI>`g?5PeBXnqe>g*3dk9=P#5&ZY>S*)&2<8?g6uv%PiHDGFy2_!<
zU|zNrgUD;~JCH0ajRT`?wk+<0?t~u6+c)tlEh;TBnG-t2ES+Q=q-Pr+Oq)I=E&dcT
z)muIu6r>D_q_}?m;Vy{}6^mT|;CStZO1fAbo3>3uNl|*Ae8o5wN8}Uk_okrfg|;N_
zG=YExeoM@jDnmZgN$=OhN|tTvFKTA7^4@ibc)cOSm@N(}*Emf?)FM){rDzJF>P|)i
zczN1lr$mymS_dC_;^tAH7KQ52k1%TB8Q57G2+sX+nwIqL7U;`72-7j2d)LR(rmQU?
z(U)?oH#J)}LsF)1IRWcg(Flmmj@+r!#OR8-(Bz>Q9bJvk(*Oo^1L=6eciFBMTqh|U
z%GqC&2Zm<^<Zr}lmOXPSBypFgBqG3SLzu4Hgr>{E;CgHtlo47;(^g9Ugmxb9&Exok
zQ8#G)e2Ln=C`-@`{VGzba(5|^YmGd`-qBNzwLHg+*s{j(y({MEi9nc*U&iH@v(ur&
zH?{d6nW{wzoFL&*0{iPf;Tf*!E~6HgcRt)@(|>ORKXUgZd^q*0_h%SYWJJ8dq5;9`
z^DALNk(Uv}ir=lhuc-=q5Rk)jC?-hNf+tlxX?UGf9?^N>JO?A7f_l?{^p~Rsqm>lM
zI~##tu~CR7W@u<Fiq4c47E4Md^OGsgQ1V3P*XXM>%e*ucdm@|r`S0XFJvzJywwY$S
zw0r7J^&@OUjZTLeqh}kcPmAm#Tj9UP2fE@OOeGJ2BK3hq+Y=gG!oC~xC~u!W#H!ex
z>4jxctqIkKug<r1So%GH(=tfQ$MMK*eae@jmUgerVulZDzj$i?j@@DYn<b+4ar5CB
zu_b}gfVF0-=mC|q<3gYHwssi8*t5C-bKd}g7L>}}@s_p?my(Sd|63)X(tt0r4S{HU
zK%HNW7?|9o*$CWp*adAa-{oB&vzS9#`tea((nq!wyQSO1>Prlg4%IjxtuwLCcFcVQ
z3qhVGd!kEFkmLFHi~NP(PVXyOW~<lb5N(N>PIa*9(UNE9T=t!8o0e{O?|7sMY{!-(
zIcL1IHc8bQ5n}33ZpwJ^smXkm*6i`B&f%~*+#H{0!>_FX9vHLvLf_Xd?M-U+1yqre
zay(Wk*=#O}oJQSl#NThS=l%+|m`tlh%gmCu@68O58({D<t|AM2l+b=Qvm|5(3<8hJ
ziJJ3P5ARTja`qvWw?}4pqr=q(Gp}ByzGL#TdLv+vb6bALSG@DJe#pouSVl_<S`&P_
zs?ulc)NQ6Q93ou4(X@<My=}0{T27Q}Z@->i&8M3pWzAt`)fVszaO54Zk51%r6!CL5
zC7eUJZ#L~An)W)R+MCQ+FNO?<mou?}`U@)Q@)j0YnbqmJ{X|L2rXK_wTQ#}(sA_|L
z^uz~JEslD1Vy3~_avU=c?9*Xx7w23=Hr|XTqXI{BW}1&!hP|#_R>N<@bTIzTU8FZG
z-Ei~_GB((G@uqH%KvU}yfp|c|WKB`{#&o>MfurRDn`+o!`~DlV*OOnP!5lvRuBPub
z@y#+ajVg@}rXclmG3FMI`(tB_Xq8WFVfCC4?|V7cgpQ!p8KG1ZaDpP7@}!BI$7f>*
z>qQ#Xe1QI}qfWtuAj`DT%I;J~IzYc?;(?d6MXN8&Y5B@H_j(llIt#kS0lpBpTj+Gf
zrhlkUs5hWaVN#5PELlKyil|<sJ#WnZd5%<gTknh=&_9eb-d&SJVGoH66{P&#i<)q`
z_}Ub0dK@=8hw&F@R#^Q()t5`2VltDk2qrgO!FmDHflkAI%c<#FXR2yv_WAO|U3t&y
zEwjt^vcqi~YKVAbw_(6D)1fiwOKv=%0Tn2$I%0Y>$uXPy&@gdCZM#)v<k)Q0;C3j4
z{!LE4d)00D6*FrU*R5b>D7)L}=d&BL#oO14)6PjcNTidK3+_5x?cvxV$dAIhJZG3N
zMwtASCy65k>8A)UpY6!f)^}HT8;z?Klo2k=o>z{psan>}7h3Q7Z?I@Da|yp1XRGL!
zi^G1eLE=ACy;Qol0p4J)YiLNcvr}Ha#*uVI|0?KCJ9oxwNXNE;OkYim+p{8Wp1GD+
zzuVto?X>Cj8rnP0#y%+jmgYG`x{$k|USmpmIiC~oysPU~6SJSm<!t39r&JHo!{&?e
z%36bBv<NFB4NXBwwpNpfxiTJYtcA#L%IBY+kyL+#=(-q3FnDDJm<ViI;Y${2$0(V&
zu>M6GP8h~RVn`8D>b8gQY@duD5X47+;0$H}S+1C_81dSaW=>Hbo#j`a6^3eB)&x3E
z&6hz(A(G`J?v*wMb9G^hA-C(LD>vE$);}35x~s)<ugLW4It?s31u?p~gy%cPA@=!2
z>5o1a5H%zDU@%jx80NMZ=tA(kL|r~$*Vr=OySc_nO=Q>XMlp?<!q%BJH90Oy=|ef5
zHKT>MmosiAY2noL%Rb9k>-PoAaf<sLH@mKs<x#43+)wq^7$K{EEQW`V`lA!M&wQ>y
zvcr6Zo!TNyj4<*AE(rQ-ogX#fGNzWDgZ#ju>x8gC8lyHK(7af^_yX+gU|BP6_;|Tz
z|6QJSi%m}B@3HcWK`qHx=P?SNr`8Gav75ONhK3KM7&DFzLy+i0Mz~nCw6xJx%cFtu
z(Xt%7hM6;x)KmGMYR}|w*k%uS-y>5*58Gu7rEBZz0LS1i>2DS1Gxf1*XihBMqq!AX
z;Rd09o$;;ACx%P|dnAnB59QX$^|F8D@qU<6X9Vl~=*AE159>#9FLcUXugPJ9iLfIU
zG)`kci4(_M_(~i^hfw{}eN9UANidV(C2%lxd1R~+Mj&f-$8Ub5jj;3-U>@IbF;rKO
za&q-lS}V~WKf@=2y<D)3oM0=Lm?_>0Kv>NpoQkyKlt2Hq33E)R4zyo5F8Q5r;yyQ0
z<K*NGE6P|qV4<*UWb$kZt3+bJp*=1O9q>yUyvEPfdY{V&K3%9m%8++Na2DS;wO7tu
zs}u;PmVD%LsgjBg)S%Z1<ajXYv%sdtopt$=<cR$FQc3#H_?SU<|8N@N*WTX92qw#w
zqa$xKw~qOjzhV_eV$Hb@aXXOnf3pt5>GzfF_m3XKJYt934R)zTuL<O6XJ|f_O}rU0
zT}vB$dpkk=R!j^#E!L;I(kwxuaes&YY}RG%K#rU;Nx~<F&#ao^`Y~XLmkel?047x7
zo&`8iin}l5Lz{ZY$>l8lMQ!9QRa}KKHJa>1o+Za%UtRSed+ldU8^Y7sTCt^{HlK;H
z)yMc^HSh%AH>68o_#AwPd@_A|dnh9>^}Ku?=FvTEMdw@{&{xiOgi9$A7TI-b?o~);
z?(p6CwLrcIF+<=~YXJL%;{DOYPw0uHv#z6)uA>3tV>}K;16|_rFW{keUHFeanW5^S
zQTR7JEWS!l`1kuD{}@fe_BF&@l^ePw<cbU<>PoQ_a$)T2Re_7cXqcuooO#HSK(!Z%
zB#3d{4n*G&KG=YIxc~D7nM-6vU1>kxY$ccbl?Emx*b?vhInAN)3@em@w~toe12LC6
z>a^`l`N>iY*j?E{4%5KrS<txr{z7iB!Rasj=4?X#K7)15iXyCeI<2hB!yJ<rw%y(@
zu+gR7pFr$?^#{n<>X495x1UB~adeOOsDU3!Hy~R-1+Yc}l|{nn_h%;dIWhvfUV%-)
z`Kzm0u?}mqmigWH2h-cf^~S=x;)lWp{(+H<^;jNme3m+rf|=sc%;vTu6oh6Q*_dC>
zE3xh|1EM~EXJq3GCp>USba0}fvt$>@H&q3524yHdh|a~0`d?&Q%k+9D7i9|almJ3@
z!=HBqKIi0}_=Lbo?5Y*49qMW=^9^b!rCnvTZW2GFZMFjv8f@#n(84)m=8`5_s+cg5
z`S2I*Mc;#*8uBqFad&j{rNyv5q8je99Q*Oh7%C}Kjkaj7l|u47h&^eaXxMj?pq(XV
ze>u-ti9Kh7bxUe2fVUt@bYnvub&>8T^^wq8)sxxrWOu4*N!cOl@A!>_HJc*QMeE&>
zQ_^#;PNTsIBR`*EN<#Ne@HyEd_PzJ3J7Zu;g}7fejN#W>b~Y;K#2uKp3)Z)q!)t6-
z-g9`3RpgE@M*`08QbKB5yD8rtrY79@tM!tc-qVpT=D>$$wX_H%pZk^diUGarVp2dM
zE<AVk@`Mk&57o^F28)NLB}iL>x{=70Hfw95u8W3)<<@1wm&XT>o&_;XuqME{*5q|>
z5@>yxZ`t^K=kKyz@J6eTrxDj`sl;*ZOwRtWIO^95V{O!+G^k6=vbWEgYdZauN#%BZ
zpPWvtwVLdU^j2Wh%+#CGx8s^R3>3~`*+Q-at}(62-o&?e2e_DN?#T)d(A7uGmTJto
zjaPLDw~jw8e28V_qjRIM;p5}u3w^t|rG{{Zxg((ACpEYiV|;N>y6&a=T5F6qJxQCQ
zttPIlK)ASfTzOSlTpy<a^~lZgu%fL2r=R!hQWQozk-hi*br3F!Y}K}i&2WYdt+zj0
zB%dKb+d~xQBDen0wRk0wswj<%+BJFxPmi;lE%W)!qIUY^F;!Mp_HAtiKYR9U(QUu@
zevPcPZc;M#D1>@93|56|G+=0V*g)?6Oy;q1t`Dg}Zto-s<OA)4JkqUSa$3Fievo`c
z*jk}~L?nOS$)diPxGIC3!hM?tmyk#s^aM$^FhJY8nD7`b@<GSTD&d^;(Pna$jgNNB
zH`Cu*YksH1BXC_Eo_AJzvxDL{{}cIl^XS5R9v;EeATM;&t`pyYWk>j5;e=x*H}d}p
zDC~3o{oe?**VFsgKhgh%gsbVgX0xc${fma5!nUJdPB*(dyIt&M({TO=Zid@yyx)U2
zgM{5L9j5mFv-6=P=G+kf-|YWs@s9r^f-e6*YD78`Gut=Z<Gjly|0$vuMOIQ#qC`yJ
G_kRJd8|T^p

literal 0
HcmV?d00001

diff --git a/docs/images/enable-apis3.png b/docs/images/enable-apis3.png
new file mode 100644
index 0000000000000000000000000000000000000000..bd8647a136f4353c3b872d6d7d006e679c76a2dc
GIT binary patch
literal 124587
zcmY&<1z3~oA2t$7NS8{3(ltRErUOLj?hq!D17Y+?rBT2mDUDJihcI%0ND0DFnh}x{
zM#o0;agOKzedpu42G@4ITzjAA`Ne(Tzx$2T*VUk=yhBMuL`41ciJBo15!uy?c#Qn|
z)hE0LcapFEkU~LEjmfWmg2|u9UcJBVqi*hF<oUwK-`?Ai$jQSK;wT0MdpkOMK%G5(
zwn^Gmt}c@L`yy3uM|&R^PY-Tm7l<Q~v9qr?^tpW?_kB5TT~9wph=Zdy_kGFx(%g~&
z1u01dX*q6vol{2Mn?yw1L{HTo83$x<pu&>xP590eP_yTA-?xY+$<lv`lRYJ(h$mHl
zm;b~n`H2SZl^E!iLq163)i<^7`vbM?X=2l&m^TK(mi9uLrGh@snwC2>D>_6I$Z9*8
zelw-2r_!s6^H??ux;RSl@M#g>16arMH<8w~e3q(i+1DThZnsKd=i1I+yzuwKp9<Z?
z`x4HlLRy^W8rrdQJ2OypJ$ED>h@9u&UkvxGTLa#Kgn438_4B8Ku3auPsJux)0~7pC
z@1;0K&=JG$=L?2URj7{;^AP#Y7K#$DBh^QUoFi&U;k6G(>Pj&zkjpM-t9<f@RQaOK
zwaex<4TACE#hd-K*UYm>xrs2CgcH#3J>rKW=^Vt8mCYydy!m9q(zA%>%LY+m&~H2|
zPrfM0dU1KHFsmcdysnJ=>PmW|NV;L94a(%Uq|nz^>i5FG`Ya=g$z&StxT7ueJ=wz5
zLm*~aY~uj=3mdtMV%mb4MiOVI(=Z6dKkI7Jtb?%4((Gw?->uZ)>uqW8#S|?;Fyfo&
zN7&S}7W=XLhS=xY7qduUNv<)6m6cVa_X_2Q;;9Kgb|3Ga#y2M0!CQW!)37gds^IlE
zZ!0G+3I!!|bOAZK8cAB!)IXCDj%zT*hN_uhkO9*^M5tOY{yAHD#W*9V%E*#CMNoF@
zq5Lt&=x5d+$XSv?nsbukQ(B_c#gf=)9-mi^2`mLf@%+!meL%lIu{vZG4{!~idzv;l
z|5&Lerh|*?jQFhdA$UoNAOe3CV#F!)MHLFXj~`)D=MQ}QE^1jHwn)#mt0zm_giRyW
zZAd;N8RN=rpNqwB$<gVv*j#2=2z18l3x_Fc!-w-4q5_mMOI!?eCL~cSCgdwjsAkQ7
zj=rye=bne<mv4+ZV9eYF!U0|xCedYV6{;K9QVAV91D|GTVvu6}wQ43Nlhf0dWy-L(
z6F`)NpY>7^2jBXX!Ui@az!`_GH2P^ye?M(LKH_A55|N6r-Bv28QcwK7HhYS|KH8YU
zzM*&uw!5{QUCkSqLgyVaLR=t-2tD&KcI!3BCkt{~bssOR!bFkB>)sWO-&!zWxn?qz
z@ChY3<)lHcc5@R*2qXq!>BKsf>`bm}!^8E7FrTZk;Tr>6BS_Te&l>|}FaXk}`GEH)
zi~8@`YWs_(a@Yb3q#)AfeE4w&K`#<h`x{d|ZOLNOW-)sn8=$b36z5jIhB09l;~(M6
zU~ge7u)Yyx{7*J`oBwdo(3buI^lLXWh3971r2z_mB*SD(awpKJyA3lYCu|~CGXW+h
z1%h}z@xAqiCH01<+xsVUZ2k)E!T6rl(9c=B>>{42tkf*HRZgpD0r6h7`4qZ!8(Nr-
z5y48h(huI7Yu2nRPhh<IN}2~^pwb#Y+-zxLD|>;c{(<;NG1-fd(pI@ghwbVT`hJOH
zL(x-(7+@KTxbDH0A-xoK(N#a}8FRvozsM2l5=dlFi{8iX{-H0^sdi~7aQ!94wbCqg
z^2<Hdn)!)7CgRzPrf^H2%6AION=z$zTv0YQ_7@U0f>${Qhd%@~k-fLFP15JIVDS8t
zGV(W_zbv?t>z%4=N;c=7*0U)sAVjsaOGZNSUT}{`&-kbwJ8TkcN#8IF#AK(H1r^;q
z-xi*{@3*8fIP00zyUxxqVB`}0bEUQGmT<4zzW$R-rP*hcpuR&LL46Js$4J(e+5_ci
z-a2T5&~RMpLkUVeuY<ueaqsH~NJ3$rM7^+r|BER-DmoTW(f9Z8ZoPx!tYUQ&Uq{jD
z@j(kqyazh!7G@<Up(*5)(xh0p5QwBxYEg-O)|zoW|2Nh<M>pP<31Sev660(UEA`;J
z4ZOe~5q)7!Z+R6paAHt>M9syfU}C5u9e+Mw>ObX={YCVQJ<K9Wk}0vx)yiREx+&0%
zzA9YlhX+vYyRmb9u^^>3Kclh9g?lmpAu>jj!@p{6y`r?zNDICh^%;v4)2K;mlIWFO
zmK)4@%>6(nI`U_V(P${AcVf>Tc8(UIBqUHPhk!1ymqpHSYkQuHyNB)1+vC`<3Xd4b
zK)+X|As@PVb!JJ5td`3lmZLfePsfBlsq=UY4M)u;>`bBEEDNoO;G)gPstGmZYZ8>)
zbqpV9^SiANZvIwX!E^^dG2w#Fi%E|aLP(~I)eZbE<KNfAn*;US>L;0rm_owVExX2T
zOV!OTg85U1mDL;*P4gN3ao1;gjmVu>sVsaQww_nQxF>wyI-E0S<OYa<hA9DmnnFy>
zXmHA@g_CZGsp!)pbf%V9>N&W{5<C16l8()<$68QnkE}6$o^n@7TF!vt2HoUMKOIb`
zNTFX;sBma{sDl&}-MN&oRTHZ`4$xQA`>7(O(=w~yo$h4C82{{6^TL%5G8e~?&W;|A
zVfi)8->xLtXieqe9+Ulka&I}>esf&bVRO~2;NjciYseR~5?`M(pQvZv^|4zO-Bj`4
z&-5cMr1^G(s4i#NLiVAJKlH=8ymo>E{e>;dwUMU+T}TL)iJ8?MgQqgAf0*Dm7ftlN
zgva><OTllJ^bfj}+VHJMW)osar_IhA(^M^F&9$<LOmelh2ef@r1HR%Hcu0n^&E=<U
z6AE@4kyV;8I3@JPW-H2<L|d;=>4JqjC7<n2{3M^>V`f0X6-PySq2D%5iDs#8c=jLP
zJ{86A#s;15;p3#n7&Cifqk|Mzi18;cqK0@T3e!CVbrShT6_Oz*JWkFPO4V<{){Ul0
zhtsJd0marubAeW4KPqvWscZF*z}q7Qp)lh6L@AE)@N=I}4BoHxIRo#(t=dTJH<_I!
zLPAu~Ww9UbPdL+uKOIwk{=&Bb7%5(1L#mdkYSM)+wo54!W(Bzw<f;zrCm@~Kd}xdg
zMu=1FRo;eci|C_qlo_TO5_D0v8ylQ&P&)}*mHHOqz_b3jG0Ta~86J@lq9-AO%hcRN
zq$$^+POc+95aw%5r%N9dSwIQi=cdN8?Zvb>EKKMRknnrW9HnID`u&kyPp0dD<-I}S
ztx@ZAH*Go1I6omCaem?M{+}+zBSIgFzqre2;k%*9H1e6sy`>W|8APk{0BE->nrs~b
z58#A)tSVIcT6)^`i-~-~V-IF??X2<yuEQ{@V5yZ`oUVCd^K4pWDzr_G%148F$!t*$
z@#~ZR4&JydEHsz}HGB(%m4jeBc8d$iOGm8>c%@nHaicSMMcH$-wnl36wCeLbO}Z@T
zO|$$KPTWt?1wdPt1RtJ!+ICtkXj=RewjeJk;>b9Isx_!U^gE9HT&b+K#>C&c|3e->
z#rC%PavQ~dn0l<(@H6jyH$c;&82L)GrrIAY)nxgG`JMLw8-uw+VcwkVUFTH=UZ_o!
zEzkinR3u1gY?AsQ<`Y)>AaO;KpFLPqUfd9-G<K2VCS^hxmcPxA<o`9JZNP6xe)v<d
z{mx90{HE61go0f$2l&NpDOvbKp46+=A|LyXxYdMW2+x{B8T&6H=xgXy961fVKJ*jo
z?)#whg?V-$7<_^(S%pq>clvXK(!fANlr}535vkyUapE_q9#uJy&y9PPjhf}h!Ic?Q
zpY~gMi$Rx$xc*WY!F{4ceSR4*EAOND$O70>lnr9Z6`s)NfHC$jc@j@w{{tA4XWuc{
zik9jB8odB4N2_7#00`r4j85ZWC_Q5t9Ih#@#0+f-!T@4cY!9Kb#1+)@=?4fm+*qo&
z9ZkLB*lM{vjrT2Rb)rssa|w9D|9i&!CGe{HnEv0XU!acg6B$oz=fpM4y)6{{f%jTh
z=W6CUIR-^UO_~b>>b1nhO`f%EZG6(&FTL}~DB+{Yln$F@rVsQl-O-s(QKCxBK?V&Q
ziL4CG`mqBh#dpj@CFA>qpO}Z0q#|cih=`EL7Rk%-nwJxJ#KnH?kFf`pEFP1Etg))U
zBTd-@AH-YDg-eEXw^@t*32PeR@_2RFQ`gWQ<6BMVq8OP^lg(<%6V4l-%?QamifW0f
z<B9@hK~S59Ma_B#_ypG49z)fO?@w&HU-=o}%i#lrk`BxOHs5BNe4`IQH51<R5K8>1
z35Im6t!{2PMJyN@7{tu?BXKt0)#)Z6AA2ohB$W?eHy(AiYa~<#mcp>0O)S0GSKcnp
zgeGka5*iz=@+Q>MHv#ZKN7mojg4jfGxQ=?7|NCqXqy+3>NG3fSZ)k%$C-F42_n?9V
zJz^AFJtVd{1^s9-f|<D*iB6lO<+Rtiz<xA9SY?dFYVgF6^v9%g;kT!c4~Tq64xdI^
zajXJ`NZ@d_z&+{stnKUi+Y@8F{~Z1D!@n2+(7qfJuQ6|Bdi9d0@;8;=J>VY=@X*9u
zR}^@WIGpl+obr=U33fR69iq+oAMjX;3(}bPQ8a|q9l|zkq5z;1+i|ynIX(AN!qNqz
zZ}GX|{4iC@%o_1Q#^Dxo4u9$#=ZK2~nAb1(=HE4s?}v<FaW5cb$_jB&3zM|KJiN_P
zu+1P|%~337Nwhg*PwB(^v1>z?fq!1&alNve!fyR0>+5yZ^(<s}g-iN)eIBr7bx8l2
zA@ezg=X(zPXD*RfRI~~tqs0t{s&^|%VQoH`K5mv_M%1|_4eJ1g@dcNg!5>IwdwH*z
z4MnGp=R>azJ-&(@2Xo*bX2H|P%w-5F5*I1SHV;%4|54yw@nk6qiUSLklueXmyv*V|
z3Jlr7uQW43zvjoB+yZ4Jl-XwWkasop8offHs#L*u$A=KSze6c9z#P3TWdbpif&DHT
zRaWCr<|O(rD8KcWA?VZ`Z^SA{LzqYQPQk;bP)b|_Fc!bZ<#1Y*-b|K#qMkw*j&uR2
zN^m1{Mx-Odk^Z^S!%=7GlN&Y`eua)BKK#Rl9iXTUjxxs|idNT{)CFph=ecmZv$FDb
zXyx@t74~*UuYp?s&xLu>4|8FgdrIXUpd<HbzcxAJ-vf^^e*5h#vsriPZG4Z(h^L1s
zdU%}QA=L$w3YCtDI(y0^^ohkd%KpSePY+c+i{H`_o5*O<ExznGI*Q8|2P&|Dp;o}8
z8y%xRbT26IZdZF1?q0*9ekOokoDjU6n^3-X6J^_PQ_mSv>7Z+PD!*#UA!2FC+ECex
zNsO!TyIH9q0gp~J26;$NUl*LvZ`;tb->U^iIc%CTl^Ud?p2dsTp{lNB%GO!Ul-X^z
zN$^KX+6BAr{<8j_aHr;FN*ao<4w~d3?lF{yK*dhSr9twX7Q!Jvh6aB26`FTAP+lW~
z3RHwB4dL7!7b?OFtwlrc(Too#R2bR{hVx33k6ni^c|H!rp~%O?m<;~G$9>f5{q)Fr
zkbczw1c)Qt@(xb)B`W@Dbz{SWlqYK*x)yXgP}}wV{%xkJR+;T0N!=<HRl+aZR>|8&
z^ON3$&bO4q?=<_UH6IFkb}pv^BTxGC@-I$2xg(3E-0?K}UJfkX4u~?-l(CDzyM@kF
z%61g1K;8<xn|y(2IC8UuN)QATa0A|OAs3`9Yw>SHX0(`}n)<uc2!`1QLn34jIwj~%
z0_{=(NXEyo2;Vsk`L>w{Oi?H7;W8=Y8n#h;%db0@)#imS_5}VpH(3@$&Hkiyj{HWq
zQYuopc_!m`x=88Gdc76{C}<7BW?0o`?O-HmzI)#^bgPa?-Qd~%%<ovuL+iRz9^|a^
z#-TDoxJh?)Qbm#9Fmcm71iV#dtVnPTBBi`SyQPuDD~Ro$Wu!#G?3wU~gmy){=WxM@
zOi}K!gtxvUF_Q$^++vp>qrY?Dv%Gqc5sD8cxAiBe2m&XPfd`4>bj1Bckw|FMdQ?$-
zTN`roQ@_g?L~A*gy;mt@KF<#!Xlg+^dY?M{tU6EgN^uaP%<p#@#q++gqv#VGu9{8U
zsomC)3zg8<en|f>QcE;Z9|f$%tZKZWxC<s|HG#2G^#wzg<ZK^a8)G>bd)ne9mj`dV
zR_BRfD7$%!WprLQSEcV2uQTJ_a(}$;y!B4Sq^I6vz@s>Qr~g|fpa0kzQEQNUU=+2N
z4Sh6zJFNs5-jbNp(E>ySR$77jC`q+FPN5mu!8bs@QpC+sIq`*7IiU&^f+>Pifgmgw
z*29<xYJ(7NNxrPj6DGQrF_t5Ub4j|E^U^A1ksN~MIdp9AOUcFhaC&gn?LWweH@jTF
zJL_O;Y_X$xk@3Y^I(3aW-Vg=AU6$Y|R_K`;Lb*D>-GKdXwQT9;w~q8Jx6P|CQmJ9i
z;zQZB-k4U(GKIr4xNVSL>0!SohDB#YG_If)GSGn4Syen-O?p#b2^TgtssBrArw01q
z#JT!&8$Rd~zOak8tpzIN<RnNR{_I#Bgefdr*7q6`l133`yuvT_qeih@y)B;e9dTR%
zOz0+xp(RB7OJX)QHZ7ol?p##EMMukSUoU#$m1f8Sc)Kg^EoQf^gu&NCCC)!@=IWnd
z#6nLGI!opfWP?wwcKfOg<nF~pu-JRwe2>uupNL%o?if2`LaT;(51`TURMH3b7qcKE
zG7uM%t2y~}m?HODNM9(uLX2C)@uL3pQ{jTcy_%Hcr;c-Dx=fHC(qb=s74!J>nGj5h
z1Mlw-6ADC$HHBK}cI$JnYkJq7_q+;kbI;5&=^9PXdEB@eLsu-(t~n9)4?9eL{ZxDT
zmbZH`zDTVT;4#78ixK8I0C@GqYv2VM+^wROS3~e!BN=@~yED}QLS?$$HX~qcG0q;w
zY^tLW%|50o!R+0yhkDcJdkZ@XygS^Jdkv9Jf>%e|ib@vACl{P!f#;+{)<iPEQ_|d{
zv(w!#vT6*ua&PmF6loWHLnLJEP8f#H*BJv2s%K)t4!hC6*7Dj|aj@CO!zDTV-g`MD
zmW<K6(%FFhTt-{>f_u8sGyiz{GH%#|_rP_rGXdT;FpP?#Am1nDec>l=u)?iQ6tDif
z)h~!8<eTO5D~!BQn%{YR$fw8h=BLrM?*oyeO;YoVM|-WMiw~*ER&__!fg~@_ARQ1|
zBDQLqLsG^+B8l@3X`eCqX@+E=-lsv|%HsaRY2G}4#uIi%M@Z(hufk|LPlRZ_a$Q(y
z8)B%tR@A^`%rN#+cx8hbMsFCFJe|yEI_)Ks5;`Umurv-eD(SDuLm{xUMydqU3SD{w
z!q2yq>`!<O<&}2hKAX31+s|Bf3+%=v<#pc(TeStQ>G&@dTrLW{v?MHgo}0{^@_F{&
zxY(Wl3I^h(=fWoDkXuJ2T-~2(Hz1jj)>f9>+WPJ@QELqsB^eJS@<SG6BTg7BQ%Z42
z+9W&j<c`iSQ=m>9>nV@J-R8?wp6{%&aFft)W(S2Ui;tSDZ5y79fg+iC%(^Ty1D|dA
zr20Luu@p;V*#td<d|ianhd=&Vpf1Qy&Q`4f+so+~^dye2Z+rL$ImT*Kxk(Gye1F;`
z+~m8e%Sb1JiPu70^pMKxF>&%~)5Lj}$7ds;+zxOSLs}|8go;_?e7VfBoPrVNG{Q_{
z{hn5QhT?P!D>SDD{PWGquPA)j1%=XX7OwG9;!-qp@rzNwmXY4COn||`SWW;sX*Ov|
zBIoNA+V++%@GmN^Fj-x87>UY`+iJ(e&?2J!f@tn!Q{d$yUiKFx?3hn(-_h54)$n|q
zv-d{mZ|cVLE{ayd$ZWwN8W=%)xpKNQZkE>($Jnq$O+c}6T^vBQjBaM1W;WO_b&(wH
zNC02?hoU#-y!LVe&ZacH=HsYm4kyr}dKx<`y*nNMyc@b(BE<dt5ebu<phq*?*k%|-
z_n;?fystFmb+HW#KwXZEg|{^Hi<Eyc9y7bEi`Xb8mMl1~ya0b>)zv!SxtLATe!#t-
zowhDDeChpeFQ0U}kW~|gEz>sPhNK{$o;rF==<9~_RX>KUOI(v}zbz;uSjh0t*1uYi
z^iN=B>5VP5ec~y47UoPDp26+<b<#*&PvVmb%TFNFdY<>sz?J1>M(><vn%w-A9IKqF
zzxi2It?1|J#yo2=SyxSKyLxIw@-d1=%g$HS#X;8?me&K?20N~{KL3^j^aT#(y!;h8
z`kCvJv@KwfN9iolNbdY2?a~l7uZvMH={?CrQZ*PwEF)W;_NFmT3V7~u_8z<4lXQ_o
zyRd!H$8oe;0(|3t*%#yG2bG_F58NjYT^dzA`j&S>#~I2IJ`cOOeNjMI{DJ1^Jr7&@
zc=Q{6c~^JocJOlV1urM!d@lGp*KwIt2jTLr%7M}Lm#p~%I?kX0g(2YK@?Vp|3u{tx
zii%OETuLZ{5nHmVHWiZ*Q}0~-BL4E`LK-ltuvD^4t#0G%7TZ0zu!hSNI!}0UW#({7
zq*}dQGL^hKXQYl1(9+-@auEuwd6^DMm1Wg38BoouG2yv{@X?~9!pl`(KlhkGy0C)0
zs7RT}HSDNb_kcGNL%8%k@(J)i2jTsdk&!QE^(kpI*$?wTgk&HsOqAa*h}Wqi$JR!{
zI^cri<9xdJ`}OU+G7xt~e%GKycimY9NW}$UqU1_?D;ar?p}B8)Yht<a9drOqPhKSM
z`A*Q~V?)j8EpLv6v`LiW>b(f%Tt!{)NH>_oc6ux&d)@HGpwmuQN$%IO8^HJx*=qp<
zNsAhG1i_010rW2?t^o30sRVh#hUb!!?m|I}?xvGly4+#jnbFz6<?cn>+wI=3o&f@L
z7Y$rrHB^qxcFVY|>Xx>+E}50i_o*WGsoGy&w+lK}J(|+HpbWjj&cBptvpbJvQM7u&
zi?`1<LI@IF!|P0(7g1qxVJAb~nR57FsG}XdoG+P9vR;=VI3n?1-;JCQfmac8aGqlD
zjgslTuC~~OzFtzn#rka`2$0pKMf4f*!2UbU#!v*ERrjHggJU@eM>5)~X0FXOOpNN7
zF2M~j%a(C>mW^_)_L6{VJUc$MviQEfcLN8?hA8YFEZeEU_N~JAev9kz|10NFq2<#=
zqPvjwBL?Z)QTX*UfIocsHe~{`SNYL{752BAZWtDIgN>KV-6ywks&G`<uxr+kVwn7S
z+}K)^>AkKnnJjgjT<NEwGDm0aqJFOTraj4Xzyk)Jbd!@`3$sZ&BaP6%RvWE0wW1Nk
zl{zh+pmjpnFD*sCi)oGR$@Ko{$>0+TrQ@@lfFli90iv0W_PkH|s3|XuT~FnbZVvkM
zc?M*$GabEj7K|vv?slV<;x$4S*vIEjcv`U#v+@;OBercs3$&fH9Ynizc@^FJ-{sve
zCd+JZ+VtYuoC2>^v|RR->@>C8$18ftZmC>T+OOZABuz;^QJ6U$ca%RKy1~_n0-j&X
zK0dH;pYy+ilTdywg|_Y}yTQ5M<qR_AHr5EwnvcD&O$X<5ZVS4eVY9*c`1efSqCzFx
z@x5m2XeC8O)^hEG3WtmIpNH*@H7^UIiAKfrWgpT{H{HUGkI6o6F~tr|%>fj*t+1*#
zaN6IU$C#y(A8ltb5mqNJLlyq82y(BuIA58!?0OI?Tk<9`5#%P|ZtQAoi*1f7@muBy
z)P9Op8e|}2*j;ZY@zCo{!Z1}e4bK(y-Y^eX58^TN+5fqjD(QmT?dRY-30g)zkO@6h
z@wBemV|dmVlIz+sD=@Tk&R`HhvhoBKE&x2fJ2by5shg*iw10k9*gGEz+&a$8`^uOX
zO0#{utC;>d_}HuURFO+|rDAEwKbWq4FG(d9R^_-ozTK76K$3+9#!wL%&Q0#4Rig7w
zqXb^AZpdd}PV>v0vdZB+`%1BiF+0N;&M!A|gBYBgO1!o|JMDazy*;ky_Y_04qR=@w
zA6KYEoWkbZhIi{&<>GsGJ>Qx<nTT8WrymcTB`WfskNCJ@ika6t&08vUQgvFA{#8Tj
z`Zl*$9jfFkioWR|f>JT5V-jf(^hUb(V)Thd%!qpDuV)`UdbV`<u!&|U?$0Re$sIlY
zcjt&r04P6siS9~EwbD!MYqs(mDV}+`VJvv*fl2kQpj^~scH*rG5<Is3%;kU$1^5gp
z0e)cevViH?LD8U{nCaA|d|hQb{79Uz@kD<}^Xq>~xebxHQnY_47OY599d`CKc%gSb
zspW9!Jz+`p^0&aws;#7r9We2Ib;}L^JSA=hhv<*zokm<8wCy;rUu}e??F-s4F8_Hi
zcHHOro{!r>T)E%j%S@a>JJOuT7@GiKZqRkC-VC}Xv=%mfot!c9?e;?eirU^=WW8GX
zHGZ*O!`T*;K<q%mtWm0e0EH80=uyytxNK>CcwIX>@5if~hhoHkvR-rcjcu2PG&S2Y
z*vw6&HqpJfc6j}!Son3pq<oup61fYRx&~#^3RJB~6tD1~n()+=TFUm`_dso1HkG{o
z1`M)<v^wSE*j7RlJ4)f;BIC1cgR)_w8J-Sl^Ow{8%zTKIyQe1?`8AVUA~K0QPW_Q4
z#Uwk~Q!S87kF9p&50eSBQ=CDW_Yd~&J*bapLs!QqH&+)W{c6%vj&PFM{-SrL7sf@%
zGgm<#Z+r~cmQae&%Z33}e3BGuLIv6g9E7EVh_$H2B8gvAXcC-flN6u<N0xoO(z_dl
znSYHA-cXejo5s2`mOTEQU&0woUJ|w*60kRt<gj0ceYwuT<!BC^;ybx9zbx0exlNqd
zN_n_{skqaL)vrq*mj3K91`E_ZEI8FsL@TiB)hpKJ2+(Sssvj^J`2KjMZZU9qU0MgD
zLpz+#Y|JV4OOuf#oZpyS9oq=;JhiWDxUk@^5IfBLGcx~+UqkKb3WxV>U|~TD2i5K%
zvurQ9IJh6VQarsW9|TdJo{~4NHjB}bTK>+ikmFCh^gk~E8mXOy6r@aXjBBnkm^h4}
zH>!^AU@134U&_l=zpUq|FH65$cFNORP&M$RsT6g3k7Zo~jLypQt(NCzSZ3W>7C;kw
z9@B;H*$|d=VMn?9a_33&F#^Cq7OrOOoZE04kBrw=nUvh+N7_NvqrB7QrGV9<CApB3
zIknhxe(_e)XHfbfTB0oM&@b8C8#~S4*Y*5pMhPJs*qx(QA*HkV`xSW`H}1tR&A)zm
zVA3IrE<As)M<Q{~8D1F}kF=0ewG!>zFZbTvaSOU<VqN~X7vNrshHXPT<5M1<3x(%g
zy#7d30<-gv!eO4vf-Hdtk@+lTls51~PmR;P(;ss|cQV=x<4XS(k=ZL=-pWD)CJ-)U
zOyBb0zy}S5>3-T7fr<MgjL9)w1?Ft1`$i$}&~t&G&7C~9e69mZHuP;d=C*SZkdW&5
zU(9ZHH$zkihIKPktZTvx2QA%++u1@2t>-!;cV`O`toKiXy0)mM+UNHRU1_3|gSHq0
z7NH%=z|Gjw4v^s4C}Y5C$(D_rEaCN4C+H1b>!jiFKF5y)97VLuigqZ7pRJ$nU@tnQ
z0*=}gYw$%<M^0R@>sf?gy6ww%ja<xfSKz9ZwfAy$DPaC}R>08>+Z(}ax0Q}1h8E9m
zc4%ca65VC5Oz^%+^iZX}OaZTjyI)VfsTgY0kK0ightbFdvBrBUQ3ap7{Oaf8xhj2v
zSZFTtKH5d1vj1!K@6Cce*k>4Ylq!cuGzu$`U6#<=zcCGrEy|7BH^xikex#m85{=s?
z;*avwVYs|&iNQDYIY>Zdns@)~?iIA12Hv%_L>N-lnyOhm_&%S8qW}TCdMQ)oK^4AX
zJ)O164LK8j)wIYQ`3hm)-bAb38dRF2g~R>KXKrq8LfiE|7Bu!`SlnA4S%I1j&BUgs
zs8fY|aGH0g_d9VhbNHU3H}!0~Pn1u01-z=7Z*av^rk*c8)l-fW$i1-04t;hxU3=Wr
zyW5BL+p=rl{@8dK(ZZ*THVQam4W;*2I<#BJJA2*h)us|Pp?t)1wula<BhWa1@V_{!
z{$-TK)iHlsBo(lMMgJOQ(_LDyJGp5~7@hz6v7MllJ5RdxeONsSxI?GQ6~^E+zf1S`
z&i*{r5oq8w?xiah2+y*mYCYNxXANUp__<B|dBB-oKeBd25GKUDA2ZkKHO*nusN;JS
zA`<7=Vx#+!-oP~Xiw*KRnQNUr_2x-=MArPxnKK*bq&80TOPPFglIc7DDuCp-d(91o
zpb5pGVP6HCJOO7Kc}3+Id$@abo@$7WJP2}IXm?aZs<$W$D&}onD`TTQTnjnaV^xoU
z!zHr@S4S8pgUg^{4`L~xs%u7T_!gil&2omDv{?tK<SpLqroxD$L(zC%g(~l%G5u+j
z9~~_cyV#vzOix2%7tBOJZE`JcC53Rd9}#hsEeq3A65V^bGSHFGPTd+n(|B;|EZhD{
z@|2c*Gu4)8lgs^4LJk$7O#4Q%Nm2hOJmi|#G;)n5k}{)}-CQxs?_9Tz%~K6F;7_8l
zwXu(1`!m7f`4|@kA=#C*nUZCS&V`SN05y*8EZL4h@M@zo!_Qm7w5@vXo3;)x7x;dd
z!Q+t9I<Gf3A?^?eb@VGcDuA#1tSV^TqX#n_Y857GHx!cUnkN@m4!;xpjr)*>q71+q
zu=V-ble#pdtr$%tU+PAhPWJgE@M{wzVd?cvoPgPT<h5a<k@p<~VdRa6Kv2Nieg{>1
z)XUxdj?`-IQC9kOt%slE!tXp#(@won(X}cep~Rf>TUa#r?a7t(=%G~w$%;Y#%tOT{
z>d64*>8y6PO&w2CehJ+4^!RCz!oNd00|c*8KctzJcm0+?)`UtmyWX4rN@yR4oD6#q
z@V0_~8ImS0%JfaHHh(GZ&ee!pGQ@)erk*HRG4j@{U{x*_yogN}Tz`v35MFCoq-E%q
z2o88_DBH5NHbdD*RB1e5qQ2tQQABz?hs`e-u`0WQxo7oPl%zNBtMcUvu=o6GofDBr
zMxg}XI@vJUm;1`jPU+zT?Fl=J@^!53MAjD}`Jwa$Q`e`jUqgx1LHru8M%z5a;*4~l
zYmvla#Kip`i6eW0FPCZRG`1hZMzV%IS~&$hw-TdX5&zrTPv5YFMw4dn)PcqL3vbFB
z$3#}7xOr5_y%$N|O8+foO7~qpmqD`^@BdF*AN8Fh)S`SQ64ld7Y`*ygW0sI_W}tQb
zbvJV-^Q3&$)~!<=<Lc`lq&PN>Vi6LwKF4Kk4|F~=?E#k^2I;q|S(pr~-Nb)2TsDNo
zYJ{CLZJqCi#oL`(A>?0BG+9RKwyKe7^FKU(T&K}a;#@^^SmZ$&J`fiEawUl#*%t4I
zD;Gqz$NS-VhlhqcFTA8Bm<1{8y01^K4MePogs(xIOR7l|Tkl+@V%>_)Y->q(5J7@c
zGC1##Mu&2eg)$UJa%R1F@_ZK$%LA{J?AcM{y;TN{Epl-(e%2)k3vp#a1Wyx_Qk;SU
zN0-Os+uxgSKc>iixbmn>c$^4}%wlSlBA~xj?ts)rCtFJ`%?E`hsFoU@*a%^p8|Gm$
z)|;nk&`%5?{JUX{CP_F;sRYSk!ov{yf;lye^<!t5h@j7mRv58E5^n8q2g*nx{VLyu
z({2S2A`vO~Q{JFFt0hcb4q~PM@ZLYQ`FWTNrdz2@wV=7|yu~Xb=rD-*y+B)6=gB74
ze73w!ek^9RE&IOrv~*7q8<j+o4UXqgMU~rCirK?pu!%*dA;jdtO-_6>Y-pW*_vP;y
zERxT3?v@uup&1N;!ztf?BYpp^tCFvGAx9XPRsz9rB<KeocH_TYlq&;;A6^ZVp4-ve
zf7Vz9sAsh3VTSdhr#(nED^6XIrw7b*a9w?B6Ru*~IyyvM)}8$F*9)hA8j3ZQ0}uMd
zTr_EplYu$L`V|6<kX*?)O3m_UNc=fFbezG*PrLFt5YlXpsd(a~E(L29)w<GCie3E3
zcWgrdyP^$w@?c5RDzhHCGW`S8%Y`b#9)0Kb*iw`F<m=$V)|}O6%nq*(CqsYl-I~@T
zmtQ`BmVK~+c7F0N;Pl!Xbe8_JdCLmV-u!+qmA5!~1`t@MYvO$;?l19m-(O4D%8+Kk
zICrL2>76!mpjOQy&H2NNTtC^6sRSh?M{YnXJmbR%GTTMiff%}#KxB2j#@t*pp%ih3
zSflaYFPbhOP|Lsc4OBN!E8(5=6udfa8aiXmKfb6Y&RZfq)bv@^KSk!FfA=PS!|PAw
zCVwPsmgwIphrP+C>Y#qFTZEp<!{kmr7{=PF3<Q_e?ig!s*p5ZXKmIjnuichXa~t{?
z+Z-QbUEKtJEFqfuz72wDI-=glZZ~OAzE`}ekY}_xjG0&`yZ)~i?QbRPjl&xwPwh;A
zcV`>QyW$t$v4d`hxs@LuJ8c}QJWVl0!l{|`E&21kr6#({j%;sI%!yi8mNvhZW3@tJ
z^h{o^h^Y$f6s0ol18Bg)b$?|`&()iEf2&kC#;s}}ij|;DmAH5h3wg0^c;w$%{AaaS
z?BM<f6Hq3hP<I>phCM>?-pk^d>L%Y}(tMs>IkVvUWAFZWid@^<xmiCMg~6SbEJo$<
zPCOp}*MLF#$Niq^2g_&Q>D!Dz_*)A~{%3u7^MW5DQZh2FF9VLvR@KG=-LraHvtw<j
z#QJ)l*Z^ro`s~VULc_1@r+*@i4pep3VQzctCQ^UZjeCVicE;oa7FTS4QCRY7u0#Vd
zd#!sh{qgehn=0FPx_`PpN0gaoHcKG%cT=1*wZ5yjXolhz>(4otj_P#L8GSBM&UzVX
zdvLh7Sz`la)JVLmOCOd*{Wjg&P{Oh9rNZ5xTeAOMdi*Rof742m{S&3xD>YVu3aU1l
z0UZs+<GW{K!9!UBEHKBet_G8?iei_mmTvt{w)eIR2E_`|w23hf1OO(ezM?Ck4K83^
z{Y+h+2T4^N;M{;rSB<JC!0URG^?B7~|M{}olA9D9<&8Qqw;1N5e+Dk#5Yl+4hn06u
ze3@T~b-v|rzt_X*GkM(^z^h7Z4YQYM4EuzeYnbi__FdBkr_vlmki%8bPstnIexk75
ze8nr)eBx_GKN6P>azWj3KDN&1`j-ypPj%?I!RjnM&1uAcdr1DUn5*#m_+#O_P=$Vj
zl|$7xbMi3l=d~-{YLzMGnS67_>zsUrmhX(ihJ2wxYf9H7`8~S3+Id*r$gll9H3H|x
z;x<PPi+c>WChzdAu25zwR5ol<j5ZC~9V<zjs<|_%sWA(<YH!qIZ9IFcqAC@!Gre1?
zC?HFx#NuYX-$&yAZUV79&-aHH#7_Yc5)Dcs*)&Cmpw&&RF%0Exc&u!o*@=KCz{IDK
zIp_$XSAVI<+<mx?2JBj)5t+FDdh=_#6RAs&b>st$FbHqM#oAct&+SpI2n3kdbk0Mq
zV>APK7#n+sF&yP~i|V}LRBc1MDYuvWCm_DC<N19H?+(K!e+tW0?DhG6v!%QPpdVv=
zR=2ZKK-QD->$V8^%}y%Ac~9d@Xyj8b+={|uWm&Mc@d0}iGD&{Xx55)-Gx4$W1fmRh
zC$Va&(_}#=#)(x3yz+KURGImGr-pwEL_F(lkTVi^PtjkSEwOR$a59~Gt}(VL4s|Af
zKD-v;$YZ+aI#I!iZJsUj3VKkG{72Ea%KqfkCvgIRp2pJyB=%syi!*4=5b|x!XuVND
z&B9A;#aU;Ciy<kdvmLy!ir90&Ae0a%>S|-ebHZC__TEnoVPgQ-Y75uwBI}{DS|eWE
zq>3~BSR$*QIiA!X=Gh%-Zc}U)tz2wpYwk6QYd71fXEC_;47*YDzbqu@fkm>o`|;@q
zEe<9d{R~Bd7AKQ;nS=_Q8i<ow^87G8JWBTdf_B<<@Ar@m4OkF-gN@H)wU|p&>TV<U
zujV0nY`_ybv`%%|-%aUxZ+0m_)?2f$zO%@zo#TBjQTa%`;y7hpv+lY43cM}tYBv5a
z1if1L)2MqTKdGApp<m0uiF%vOTJqdRLqG{1%ZcsOEZizPAI(Z+AZ<=L536IM)VPRU
zVz+hTeOWloM?!yW0VV?%uKSizuWx_-yUT=dmvwgeC|@re{sA2)oDekCUE&k+m+XTV
z4utnAoGoTb8>37zsJ7l#H&G~wo!j4)|KIy~E}aV=j5p4eOBcBwRM4k-98GFe{Z=8*
z%uMsQW?WU-j#G6Qz&+2<<z9~Md9YyRxu~?xXYe&%2~nkSm8Vi!gS9!ys>H#GALaRV
zX(>X|CJ*Cm5+;v_v6@|j8IzoB{$-(Ba_!6S_HEJ}YiEozRhP{62C^F*E%<w_$?bc6
zNB~$k)=*i{!}!0&5g(pX`n%}1umFEzJZ^}AN)_KVoY9A)XUu8!a{<VtjWf=BcUkHY
zCDdzmmV!kPxHCXW0akL%mnKK=sbbckpLMl)3;0t%ntn2RrUX$NgJ1cC==_z;=u;YO
z<6*#53U?LCwo9~_aMrz4-kntRFC&|Gx2V-m-AqDBfF%rk!f5`#>@De<`NRoWkmj!q
z&_!hsNgF%$Lw<AUz2g&Ky9jiNwr-U#EEcGviE9k9(<V)-2l78lqBk(=`U#sDW*mfC
zSK#+=J(7y@NMa^26EY(FnLw+CSHN8_EU=7^q*ndv3Hq)xfrTX#66g@&&EbL*A^T(Q
zxKbk4tUsQlzcV-f${GN+e%(AXJDP`+IsCc$7vJbQL`3r~{UfLi>OSxVoa2>1U0~s~
z{(S4w9{B4C;q`eNvW4DY#ZFJ{aHg$kMfY!?Z#~mhPheJG(EXO*+mn21hTYvNGN0eb
zcsqM)`ta>rUm-;&czik8zs8rp6J^TGLHtX~vvf)^PKQ1+#Zi^*Mo79@i7qb6r(~ws
z&rW!Bii+M&Jz(r`AiLDGZjU`Ls2%I^ChldkMAN3#$|T$+rst!qF23L1EeQq@k9SZJ
zfVb)9KB-n8GO^C7eUkAVa)(hKr80H0;j|er*wjwj4>BV94@B5_WnSvvPhCbRA~oHH
zCXNgibGSAL(5=f@AoLSlk=sH)9;A*J?~+cL2O!0v6-R=OfxNC)C~o`kqsyHuK`)82
zJZY2AW27mFrcgvvXb{%>nGK8zgDN=XIm<;NYrytGkJMgTMGv~2E**9!%A#jo)vc@T
z%1%9hU(^$L|FaeH(x2F`Y|>tDMn*+OwvwXyV5ja`(fx50&bd2|>J~8V39xFVGQnwG
z$ps<8|J~w~u2^gLOr@#_0;A&U@Am!O2NCy@TR52^p%LW0dgamUV(zP-^isw0uF%Ew
z^oK0l^*zw)%5=Xk8nq1~hyECEu{$_=gL2;KiT<=-oL>Xp$-jz<|8Hw}oGhx`&>|wT
zDGK~@J!&6$O7a_&m%o$NEZ;h;Sy^s;ap)u_OkFP$EigUZ>}S*#Tk7|&jHeZv%us~d
zG`2E&<vMh0-?|Tg_0}v!yJU$^P+<wA+9DkT50c5sl)Pr<N`%spkaDc{;2LZ_XgZw=
zkbY1f`5z=>+R2z6p5qXw<2h1vOXNx5;xl18?cYC+m3N_~9!VJ(U*?HV;zm^F;1f9R
zV5X)CGP36AF~}a>uN$|a@Rp^zH@;oSKzSvFeWZuo0sK#LJfKAoy7Vwr8B${mEqdTU
zht3w%b;Le+Kyw!M*9%#!4^Ym$R{Z~ADXY3<Y+TUvQ(04e9Rw?J+H5-CRuTR!<f{h=
zT|^DGPM7bTPX0Vx?DpaM=P6OECmgPNx+mp4b<`B2AZ<bPH>^!wttgfk4$)W-BBBy-
z>-QBMG6``nt+s4z*z99&Q{GiD-G0PqxOUY@E3_Y84u9RcaQ^r4BJ1`5-6vuxU7dN5
z+s&dmD*Q)*Jaf6X-iti%?)rFzs-Q0ueN}13Sl!CcvnkcNtR|8Z<V>n!OA(UW#&*vw
zBdxuMe22_;dI|*&o}RjwHc>|;HC4sT{J^uj3BVyv@HZ)L#`x|nW)bh=$RCpck%J&Y
zSOxpwqno%Jf7fx-PwEMkFWAV4`}Ma@lF0tl^{b~55^o8uIV?vOVdX?1FmE+=k;I<<
zrz=(_+8hc%86V4%gr?Kz$nV*7cyom;jrB5|LUXMC`k9s4a~f69en#?XK^+)04hG+w
zs29~8UGr)75i^pwWhlYEY-f|k;siO)l^UC4v%TU1$im9tadE3>*v=P!1D=@Z@Nliq
zSBl4adv{ztIACnBVJYpKj!*Hw)6&-rAajOcr3n61*%i%%re!5FIRCw~-_p$-b1HhD
z;weg0J6Dn$(?pI|nsvZDOR7AhLJM+!+7gnf3^Ph!JgVQwH#s<p>cKe>FY(#6&{H!e
zGB_M$k)}ms<5_`=8Z@M_Jm+(%D7BcV#~IfXd^PhYCg$co=8~AsTg{D<frl_-e+Tc~
ztog9rq}|j3yKX8g)?E!&^wK_SC~eq<RU7Mkvljyok;vK5zqQvIdsBWPdMDBVCc4`7
zot_beR&{~os1`y*=k;w=x2$oIb&HV1eQDDM56_{%JKj{Do}LnM9?i41c|GJAh!Z1-
zW|Lgy`}?L?eGa6xRS8Ff>SjH(a2n|<>tvCp7#X~&R1fYd9$SN)`h>Z2IlQXyuTru%
z-PUU|p)HK1ys`{OzWL=HLWXU-P(K@*2xFCSZ;woWk-l@bQoW#wiV7$0IHKtOm)J}I
z!QHL5a);kjF6c%vY)7-(OQa6D5r&b2SvXw|1|zWe43GcDFaT$nJ@`T-p{e|njk=m%
z93G(bWw?BR(Ev*3>Q!iJveG7)T>GKetJ^4nxy}*87zph?GY7WrK1WYvAg&WRT5$H&
zgc8YRRPsi$Khdqq>j-K}to8`yU`5)h%_5IFWiN@)sDsM|&CkA-SsH)9hCFFk<Q-2;
zv^X|a6^u!?G8NU+-be+XIEeyc9Q$45AAfpVZ?`?KNAFwuX7Z4*)Aa%usl8Hv2wS>8
zaSdYgaZ!!g!16Kx+{GrP3YJNmU`vqq4Y)EbSi&H8lbC~}UT-`px<Z!UR!4s@9#t(>
ze<}C4Fx8HyY|xf@d9gRKb3-EJ_WVo`{k0qWkN&--sW5Mj^zuj}Y^<@2j_$dtM{7pM
zsyves%~bY%uy60r;_QZ8^R%U_8^eg$QN6@qFfiWa^}QIimV$GH*9-OL88`Z`@l*1f
zql*p}X@UbQWZCKuQ<0Xe@G1$GP`k91pMDkdsvyXgc}j4zO4*1mbFz2VYW(>GWi*}<
zRO@2(%eg)=y^`ar$hh9GQ@u8_YB_J>lEiExIwEly^?$alkNR82%OE|b_*AL8EbBfe
zc4GI7*ei37STNXni;{`OB<4GtyXI__TKXkAacJ8tUt3HxkAVWSOx1uh#-o7OV$%6d
zhQeJ1j1N)|QRl6l5LAX^7ZDia60u%yb_m(uTa!0{*y_30h3t`rSm{+r%u$hf#r5<^
zhjS$K2QCHuKAXN+Lvk!%9XC0vgzcxjN95lM$;mE$bpw00+Yfr>WSVaK&m3r0q`C>J
zMm#OmXI`oI;QdpZm+$10J>XeAdB5YB#a}{`Bf#Gn#H(A?kuI#L!Tu96$Sl7J(7XHQ
zPyl<@9r<J+`QtcamDA_jNF?%#c3#KWV^V}C+`t}o;A3xf%j&HHneNEb$y>wF!u2{!
zZe|VP@OxfHEyjl-%koB$mi1=8f!+1-5Eg$o?Kky{)q~qP^ONRTx+NLf{63#74@hKQ
zNbyIqi%uiEAvlSzVk22EjeMC#ykCW1*lWrD%gkj(n?Nb-T1`Z#Gu47NRhj{7heADg
z7{afc^t<^bq-jnCZKG&P`bJ&=?C`8Y2ZC{s$-1XL$|F#D?mp5*+Jper3h0-dY*9=A
zG&c0vPzZJ_b751@^|s;j&xhE?j7sP7fy1HHx?Tk{6n;u({lrJ5Krp_^8K&Rl3W96@
zB@#<nbt5VV7*Qz9b0dL8Oa{)^D8&8<^M7T}=Xz6b$(zkqiuMAk22&(m3A9ZhBgapq
zKM_Nif@W`ery`c#x{lR%-l+avo`S%>`Yi9JRm#1xW+N9P-nz(rjJ$y|k8#5+qlB`(
z(s)(Mj(a!QDjI?wJ|2+o&3zb*$`B>!JQ;Iso_wpW^wuH>*PNSBHutISG;#EEFRcfN
zhEdFN?%%?gd>3}8timt3Srm{la@|vrxlL&_OoV^sz+TXOhH<m?yqOw|hi$$)R#qqc
zxGe5!GKVQ6yq~0KaS(dGXDHcXyuT7qfGg{qwc6VzjhO7OepU&U_<*5$_8>1hXi{(g
zU&r2?C`IY*wP9a*!HvvhxL#qS-rsjrBG1^}|1_=DVGSkx$`wOwWi~8B-FfovygcTA
z)W7M=uG;&IhbvK5)xs)?kdGd{@MB-Ajop-eZ^7sD%_prv-ra^`_gCw5Cir+WX}*mY
zD;y&h;p84=el+qSC^zZ5%~v3PGav;*p9Ef-^hk&mUN{5T8&kb=wAgx5g4G^#?6uAX
z_;fWw+`j*C#qIs<>aXA2jWk)?f8?YWY3%jBzqQ2l*w(RLtV!-lVHes6YZq<Xyn0A1
z3@iJ?_UJl4aHpd)=l>BxWycM|3C}w{#WSUn-yYWGxr_kjG!8~N2n-b!Xb8E*V5a;7
z&A7Pn>X{J1p~5ytW%XAIm)^5_8dGJC=bFwb=;q++ZKN2&FK7h@slk4+^`up1;eY=v
z*j@-`^ISCG&UErEV9JnU(%gf3Fo3@YgT&N&TbG=)t|3Zhn{Q;MMjCJ4srO{Ai}D|<
zMcsHkdP8*em$`brO<{FO;Dt!W`SeKX<=|)X`Jfy8VHYv~A(4EymY8&!t`~_;dE#~=
zOV2wPwTyZrycYIsIYq_;dm*;fmolvi<B9BmVGml07(^>_cG~MUqZv2^-Lxv?<e@E%
zJdcg5J!$P#d$IO0w$$`Fmjc1phE@Rr4tctnE>qHv95URVF5Ze^_jg~<mFs&>RhG+v
z5$7foZTEfhE(l7`Xmt415Z$0)Zb$ym!tYYE8L57{nBaUde|h6GS|#CR#<NiV($Tor
zgY3hd$;u~M|6}1Z50_)PbCW;quewsGo_?yBl`{ZuA{O=gD{m`q6^(Rem}zL!aWE8t
z4~y_u0hfd3VHK*8V_od1I~N`Be(KLq!Qz-?Rq=}x*PA@7BrR^_P?$l~{myMRYwkf>
zNMS>qsu5udT47n@u4}oiwB}O=SUsF#i$R?DDp&;Lf?j?krr;TaG3Iv<Oj;GpHX6k2
zTu+TW!6jc7ov1#99W#6Yo-s_b+7Z3LJiK}W`t~$yTioj91;=-lOV5bG0dku!9pfze
zrandgm(TOv;<K%SbG-3FRZSxSjwPgH*?ty}e#C$86yBUKzep?t_ldC$NUYT#6+hq>
z`_!-Utt6~YPR{fua#MGO&}BJ$<CxwDhH@)EbtSAd$Mocm@B8$%>EPn3h0=Zd%h=pL
zUQB%8QSTKQ@ZOq4ah7gylhoAdr$mnQrhwl%VK@vMsRa4|=LM*U!P8Df9a1mH!38OQ
z{Zt=qKlGGTJjHcHdFIbH6MuhUIN6DqmVRjSadu{dCA(Qy{NKJ2N#|X8o6Vy#PM%a*
zhx^4&{6dkP`kS{D=DDvu`_`NXhL0T%1ABYq^iW9ZoEY{WKaf8@Y&c9v79Cyz$!v}f
zv^CF(Q(hiTf=uyu0<o%>Y>Z$?*r6Y}y$YA>Mt0zk@hq!QZ!TZvlHVKW>IXoPpCvsJ
zu{D125h;?8?JIRFp{9bPv?aH8|Bn7QiXWY2rXR0;S7d96aF9Lmm=mX7P*yu&hwn#~
zt>0NlTPnRcAQW8W%!BsFu!>(sTg<OHJ4w|^pkiNc9BD%SJcn>aqn~`pz)7s)**X~$
zd~9sb!2^l)vszp@Rc&K-_=r?a_g=~Li@5r3N+(rEmy!Y-xqi1WxGj3cWn$?aq|$0_
z=}KNI6Pqp)$^-kt63uC!x}i<3#yxP?vO!)V*hGJP5<;O!9Jf^$J1`QT**tia*82q*
zECtfrL+OhwznoT!W7Q<iKxxca0(D^M<6AZPb}dI+qB{Et>@V-R>`xwN1u@BOPhXM4
zOWMfZ`=3c7FS{?}SCevaAcB~B1io_ua5`h5?Exd}{E-!ooXSl6U!mpsxJzn``-{=r
z=Ng*&gQhIYERsj;>v+?AZ?syQ^)=)4?KlV3EmNBk=0`@y4i2mOD%C1trt3bYzekTZ
zq|<DVk+yn7<HQx@QKm;@4n-3hA=+*(<Nt@KuMTQET%x6Di%XH>R$PmFi?_IYpaj?A
z4yCw5(E`EU-K|J)DDF@+5L|-GOYeR6y}vS<Br};$&hDN)dw!c_w#D}4l`DtckmyEE
zOljkp%MNH=<DW{1D<QXzwE0TW;ja+`6eXOVMI@y&hq^_wu=0WFnAs*PsgG%j-v#^x
zA|<@Bk9QTUx}T}On`oY?=5(H6&1U-%?Uow{ZJnG#B_EmpZ&3m-nm&gH<Eu182uTeJ
ze$?>Nus3R~Ab0w(D;j-FHm&NM+2sB5$B9$v3o?aG`CObdTTC(`&%W1Q>+E73urK{i
z6i<C53D;!>wSBQo02S609=cq6&^S(pbZ`8y1YoUph=FLwys52iXk$BmgaN$wUCah%
zyb5k<a8>x`;=kBS6j$^KVb63j+{7r6A@+_pQ~OS?;7$af9P7LwmsG@)em}P7HGT$;
zW%;8g0tfL<I&6)XmHr1}<l4^C9i3wWDYd&XpR-xJz>3yBYYVmgyqVlvE>*ud7^tCj
zSKO@f;C|heSY2_v7dukcyk%e;wo~30p{&bUmz*MLZFX1aW7fyRH<?Y<_sd?r4eqZY
zHo<L<v{}$Q6&%*fTldrcLFI<E>X|+CqINv(!LGtr-w_b(qb{lz^89w2bEY_Env5P1
zdXkmK#BcQ8Zum3yDm7DgY?%pE|No|kHrQpyC@!`!tt1VfOaneXx*n60K4R-e#=ZkK
z%&Gk#YI<TSv^PiAXRCs4(4-T)t~|$%w@k!d1#NTP_Z|zjYUHW5ubVtn_+oZVUfd*6
zE9`2t-qCa~x_?--z`z1$mR=5GKB62oNE{}zxrn@Wr{0g6<BbuSIw7g(6qJF2ucuSY
zBb?hp+tPDVwMB|Fg6ZS}4;owwLlH|Dte($=cmpm7lZpYK|9=PJ9rgSDAt&l%+|^1t
z7tRq9Q$k1uA$z6!ho<rQWI^fJA&Zr*<l~SQ1GRaPqLt0$3<9Uj?R8iKi=OW=0du95
z?MmgPb#Wn4CTvTg?t7v`kQk#>!g}e$U<%^_tXHk>*a+wJ{=izIGGQ8kMA60RlD96e
zdB1}wf>zi_J7_mt>j#X`3+Z%SkF;!xrm)9(@-3aQhI|Ams&(u&maO}e4#1Bym(k&#
zOeISW8{Yi<_a(c9r~k(qI`CF_^3jhh0keYKx@D%x!QlhxX?u7sYWg&sdsbJjxN&KH
z+zeKO(KcBm`w^~L1|PJG2u<CdYGuaQP0#9&FUYIf#NRY7ph~gQ+I&_2)0V_BL%^zW
z+%)K#an%@4W$W2+d<~BG5bpp2+N1Km5y!RR={XnJz*fn2+&``id%S|nI?X_TRs|RU
zl%=fv*0uKKhG%!<yuT3UkiXhv&1K)!mvo&<NVYt!;Lgtn=I#3ztZIim{&x%melh7Y
z(hjFxSoAAUsUJdHv?a?I)-y$!D{|TQ_Q-9*#7@^CtL|Rbjnt*1l=yZilT4`}=DlJS
zSOrJBvszf)pzhw1)^^e0svwA`lC@ba@oPX=TF*(0&{TJ*v{yA?>P}h^q{!d`If!A)
zL051ofCe;DEM}N3V1HzHn6Ri9`(?rp+XKE9GclhCeSZCIhiT;0mu}>=4Q*G<QO4=v
z_@mIPWebS!f2Rchk)^}E1Oe`J9puP2rE-b|t8v1jsW}j?28fv4w>fiNXH4gLnX<UT
z%pq-sx*sNX4ik$)wY`Ov8;7ZkJ<IL~qVCylwcwGfk<0sn6^30fvIeWD4=HG2FE<sR
z<`zS4ZGWrOf}<d^U9$$UEQ|BgN)${c<wHe03**{Eb{l$ah6q1Gii{?LQqYB#N3P(x
z^V@1av0f#Cn}<WA#;E@xcI(uzTLpz?psN<xio%DvBbFJ+IUPyB3%TEI;bZ5&5PWYH
z>oktt$g@{B=N75JqZLOef7~r;<UyK5sGzayZ9m^;6idSPViTj{T3=SS_cCHxmuNFT
z`BEAJH#|x4bI$FMDK#_TFfm%V4E&mWWcbO=iu%Bn5`VfosoGk#W6#ZKUmR5YZ@K=}
zi9=bYYcAX#tDgp3G>VqHQyn@r_ZxMp8QHw?21~EOnWccV_D2zV)Ir*4;Nm_+Qw-2u
zfx$QLVN_L68>?PvKWu3)`qu8&S5fd9S&vyIb#sjekRdbH1Q{m~2X1R48{#R$J5vma
zZw6*C%SKZ<IkC9>rloo35@BGr`*{bp2Luzi>VTsR4h_R*KMq`lZ@H!y1MOB!XBa4I
z-m3nuV;t|-7pg}^kH;rRP8bTW^d<&#MTOK_)-C<AD)|#_s+BpHRal@4k)gr?Y^$qn
zieg`<QVM4d9^3q_T@-7sCQ8NS^pO<aO!p{H&0cHB*&Ddzd8}9BLL*ADcoy2TO}G2n
zWA!-+&XaN<wsrOGM!KA8vtdns`-@SfakfrPRkp#ns~ChnIsJyEr2^CnQ3`nfUB1^e
zJ7stTPF0OLqy+SQrB;iXC3>8dI>uGFwkX4CD>F0B6*Z)XQp$kOoQM_`AZ_AE5Sog~
zjbS7A@#m=ITHyu~g9Vr&Q|y5ZH{SG2UWYh_z9!{#>s418tJXxTPWA$oiY8|yBHRjN
z=D^jTk|`&)m=vEm?Ak|J4b)_vUMNJrv$f#XDWwQ=fUY)6kw*Ss@gsb9Yma0FNBG=#
zxxj?wGdPXxyMVbtplMl-OuMFEmdJ+`?S;)ojKz1*lSa-W3NOSO@uK_`F}YGVNYO+q
zWCC`EY*hWMyH2y|Z*?TE*&?XoQ9&mytMTgGi~Rd$a@UbTOd8>GicrQl+_UJWP2zt7
zHh5PNssEEx=dSR_8x}`Jm0D}(v%K&2Vp-20z*z6fb((n?X0bupN#E?&iks{{O|p{C
z6xfNch_ez!`P287CLIeo*awKd(mQoraX<M%7_|8Z)&$|6!xo|3sh_nBa3+33XU%e2
z^k@H-nWHjj(m$onRNyC@gSpHkdE-WtN_Xp!(NN_7?i$TQ5cbP8a@CV5Q-QyLX&J*F
z_CE^oICrwv8MtLLmTPml+~ED9YHUwx5K9!`f-GH)ReSggU%9ib<DBGBMX^G;@McdG
z1`Stw7eBpY*9z!<?`ljG_cNOtZ-YMWj=VH0{Zy~2@xA`(WyKt+W6l^HwQ32Q?b{1#
z{vU|$EXU)2xFJx{RD5FqJd<qI$g}_QNQPd$FsLq>LB#A5teqi2h<Xb9bhDI&Q;z55
z=3`p$I&<C%60spfb2UxLtg&p-$gz~t04Qi$vxJn)9XH#*y|FxM1NTE08!zJT%{H0v
zR7#_cIbCS9aA<o1=<s}^wy|V8DSYZx7u>Fq<}^-F#616(u;4n|Ge;u286mZJM=5&!
z$bkGMqtmu#@8wDGGGBJ?6gHihHLQ3y(e&Haa-?;+sq%2~%9XmhQ$IR7B4^&*M#&cd
zs^!hvw|OWFQBgUp+g86=#Pwv4UG6aDy$aS@p#<?4<qm*TidTjoi)ph?uFYQ!=SN0l
z-f#V9_=y{SUf?>#U&k?~Xf1^LC`(!67FOw~T3RwxWkTp3EoyJ{LYj{E*ry!J{`ZHE
zuzYCpz~sMv@aq(2<~u9)*U{k35KvTpWt*2!A^R*O=W=h0^0~S)t9D$WI%KBEx~8);
z25!(o8qb)nKQ6zpE5u)zMe|i}`g13MvK=9bv9747=&Ik?C|1cf#Q2mPOkV0;%Q2Zt
z_8?GHJM6BdrGOz<2!6Xn#o{v!8%WKNGp5GN>}W>MDx)Oxtur=g(J(E$K}GE8@FN#A
zBW%d2rkeMq{x2LjyOkb#KR@C2JUTl2Z?r!z#+|Bj>sTs=M;2c8YejjCMe4g}>v+U^
zl0>z^roHk?7)h3$#nu?L{bzVZqGh#TB49HFY8u-;1n(QUm>)#B7fu$iHBZy~uM7K4
zRbDq+he~_0=7Fn#M~_3UY36zpd~Ka+w22iHu>(cYX-Tbw4Ko@J^o~7?Xd2L0c{jtH
zql?t?SS;@p9}B-|f0EXGBXCYRd;Nb|n!0BB;4~8Q1|hkwfMpqtq2CZ2qiPzt5(q79
z8mn*$hIOnGkuK$#2N<h_z6k=5g+doNjM~FJ9DZdX@x#?2O^FvkzsLin`xf^G=m#-@
z^7rq5j_{pfey{C<)0Xli1g>uH^4ylFB8$<2&~;xITr^E8tCnw|!;${@__(BUiOvm4
zehEm)_A|9xaky;AfFDnd@8UaB3S?sr$1YanzW{q33g1w;Ht>ba5I0ck`to4|Hb}BY
zJrMuEsimT*Xk^Yd5Zu4&?~Se4xk2!z^BTLA#7*eFD^kb^1&_wwzdC?9koU&7UwT$k
z*eG=zXxzK#3_PAjEabyQ)W!d*VO}^9=XU7*G&i9!xhjv1n%wy2P)MfXjM*jMJMpAw
zeLZ}I_Zs~1#Z<BLphkdX&a;k1X=ZH0eee$sKLsr{@Rv*Jf6M<mA2R?rw|m^OerZ)v
zs*2N{H4jmw7*Da#ppb$&mqROMPBJvOCrx)BHW^tW<<`G!C9%SP&{jb(=YKO^x-oA{
zC+_y-9y^`(r(%?lVtD3PLFc-+I6$QH5`^#3Ihhr2dvkbbIXVaN6b6|JgFal`f7ht2
zuAW5sT;6+_VPq_im*=V<<L82>@n9bRnPl*fD2{s7>+axandjFt<#MsZtS$pqUkMRp
z{QkSH+8^a4PGp3gYnUQ?V-UyQ?;?)jX##t*8R0Udm?lNPv3Ua9>Qr!(0Fk}}iq;+5
zO|Y9VI{%3J!fu2wV9otE<LRpB?%`9Zt$B5E>O|yN)}qa2R2sB!W+e+_or9c@-gL04
zv5J$S>OX<~gRv-!JND4;yq{;`xxXuQ?8?h*KFcfNk-fg&Q|x?SBY-^TRflfBa^krn
zc9p`-=l*IeL`(eazYw4oLmsvUXdxY*8zf*F+>49Q(Pj;g$Xa(=YGSBK<Hu+1Q`p{x
z_46B8*csd`ux|9p>Mjeri2(u{bF7r?nAgCpljxBEA5*_MdDn)g=i`Vm?(-#)xakGm
zfFsQ$sRbH-*#@BdhhJ>$<T7HL_jx0&y4P@X3#jVytdcF7!_je20UloRiNpsYr@X2U
zRE`y*?c-=v{~_5oH$oneCJ#3IY!FLbzf)Npw?21tNWo&AYM}OOsH~)enK{f;e+Yzu
z4{p+qUxMe3udaQpp>1Hen9Vm}jJ<T=lZxHjBhkvNeW;LcXV;S7_5BLUAv_yt^9VDn
zzu#DFe3e310~7zHtiee>09l58Mkye4!Fh*V8{$omRb$5(mt0PqIpQ>c{{dA`mt{ew
zQg5L4zpN&<#5(b9({a&{bVUZ<05e+JG1XfE3WEhIetO}((1w0w?Tq<IGw$(Ewr^{%
zxD)v2n`pR|repd3_D?8`xLVBkaHzC%Ldbm}Lwy7!E}-hV4KliW-4U&dnSuM$#s$D=
znkre}sN*QnZ%t0>0mve3@~`6B^>_$o0X!)UU_yurD|lTjHSal0hs5!|0Qzd^lN^{@
zd3Kh{!iOdtO!@dP_k_hhQCPk(B$d!eV)JMl{*kzNk`rkmkx7m7T_B4jC(~C6B3Cq(
zOlI`;R;%VNwz5k&qB&PwupFJT7IRX&|M?+8&s6en{OA;`WeKGbfGuv`T9jKiJN3X7
z-Q-*}3PfNK*Zi?{0U*Y)Gg!4kXKjw>vW8Qx<z+tD?`)7gU)Rt#PZsB1_VKBjx=Q2M
zOOo*K%{;`%3?&><kz2{vmtN{(Wc8iaM@mrpD5i2p?8>c~m@nYzrnStHEolnx%jU>S
zUKqnay_*o`P~`IcK$CB20w=-DK~g|*f>hYkkLqzMXTyNvrS*02Koqgl)&7+2($QgT
z9+RrpoM`0OL%Tlm8xBF=Cz^%ks>8yE!RHAQXC3I|ykE({i0&PrRSLtX7<x8l0T6*F
zK{-mlhCAF3JF@Dh4~rS~y`Spu#IR&z4^(f{=y+08My{)pJ(N3MTP(#Y+2;_8Hy24n
ziQ&*LFZ&-*vA03taV-R%T@$O^HBW8QL*-*iAAWS;HC(EA;s`TO`pEAG0v7nn%JkEv
zbtyZ@znfvw=GidXe8C-Oc9akQr(nb8f%E9k_(m`5<z>GS7$vbq_30a9-)BrjqR=42
zbspQ(g$i&N$KG1t;C?1~M9T*KPsJ#DZ@?#KKU&UBXj_)CvBDS4nTO+>I-0fK(Zh&H
zz*3XFdp0}g9K)SmF)@ivzJ0YgXA^eylfLS#m)Mj>Ho=OAZ9D-tw|nPNYu%43w&jXT
zZw^(Tsw=Ms$i!&=WP%&F?G*2IMe}xlJCT;wIH=fA5DGRKH0}a&v}hjy1(Yi6PGwUB
z;+>;uS>VFCJOEZ;A}yQ|iSLW{ZB2L`#~n*4iA}nm3hXq7+kKT?J;P&7Yiq>#xKc2#
zpae8>=*#?kDHt-g`B9E9Jjdp=JB`{xVsN@YGkIC)AeoSLg+M-R`PYiSN-zvscUQ?e
z<6>HLZ*!<JN7z@?$T5@FLq6l?DsnWNaIqv#tiCWNEbErhNL}%85<{1Pqnl}rr?UGV
zr<k&}R(DDAPt&pQZ|39s`fG<y&QQvv3k%8KySu%F=v?dcRv?(}I>l*U7rT921rCbj
z((1<8JC6L%&vXk&!lIg8kHzGgLJjs&3aK2M|MmfX;9P}wQxA-&C*L{?)^4TwzNFfl
z6qi6EQfirW<7PWEomGnNO=f)B<P_7QBkBR|qJeyKVVN$)H-r5~)#FWK+>BKPRBaCS
zWZA}Rqo*JP+kJ(1kLt^sijR#8^Bm+doltP$2%!kOH?`Mbu%XlE=`jl)>=CkXE&tj=
zxDK8r5BfnHPlGw>Khe=JJN%msU5Ywlm`-RxqWznLZr{6$pDrI5_2c5n2;nUAcZwMs
zD^Vv-hMfaZV9n;TceWC7U)y_Nm8?n!`2%Q?vYF-vxKc6W#i7nwu*NE}`$z#T&LJjg
zc9=@Ttyr-m{y~agYfp8={jOX~i~Z^BT>wzyKx+j|eIOIl?D(@|vQ&VjPK78luYL23
zHekrx(c4b=Y3X^Z!P=!4)%CuU-1wem(h1&~*x{n-Zq^vozBBk4U;f#KhK^>}qVC}P
ziO(qf0@uRxkV#gI=ras{n!X`dY<w-In-V^Y!Y)?qcYPgP4t{Lf+DDYv{T;eK@FsOq
zO9_g)LFln@nZ372(c}<(=%e{TtijWE(xpP;M;2<2El^Q9Ci(O@&Pa~p+L2fUjmV`m
za{fKdqtwEWRY6UuTt=zhctN@2FE*v0EH*3_!*FG0`;?3p;6Ab=vBRZ<AFkZ(=juGR
zb^mic$u0x{(QQ@lWTdg-0@*p^Dj@dzs5MSn=-%Gmqoe*^@AxTq@J@dBOBk+uMaEA$
z8|WmnoE1y=P7DQEna|K~7Ea2>?diSdC)}?ZhpgI1SDCHzh3U|4<??`yV&wfM`&6RW
zsaNZg`afmcVX(WiiBx+>#o&3r2K^+Dr^@rs&7V@)drQNMeTxVbPzq2=7r9$=2gHOk
z##iSiIs_>0>nZ!;!(V=Wpnzy9)2kIQ`LzPu8dk0MKUoj1b6P@a>dsB3e}wYTCvfZx
z`KIPs*C>4UhgGNQ?*Or}AwEfer}XQ0aV>BuxW3n>32W7`c!q3LBJ;U}Vp2XMKRC}#
zWAF;Hc&e*HJ@<6JydxxT@BN^+Y+@`v?D8jlzvCKuQ8DUj6>zjV01gSyOB|;6UN;3w
zU6sHU&G2nSFQFg)>v+G2B#p!NOF)t+GBP=Tt@=7p>n#f0QgD7@LFm&14VVMDF}ru$
zzf~Q`tJIeYw-1)YrnuOh_utG5|5Ak}D(A-XIO|fr%(?P`6ABOU)1xR(^LUclQvQRA
z42i8>@pL8nwb=6A^ix%Hxx7u-G48*Xg@GsYX+C^=ZCB6+`<s3l5XX(oPa-)D&scpU
z9ky;F6MF#b2pCz96)>1J0}$!xI&{_2a{B%8X9#P7w?OSc7Y)<swA(vuAx-lQSK)!F
ze7QTK8(cb!Pldfm>}Xn6O39!90S1HV7H+pye30@=(^S0wB%b+=&sK1F3EY+VvYXDl
zsvEaA*6Zpu&33|>#~nNt?RdzmP%A`u)ph`uGfzFTT2k>9!j`w*^woM-;2z8o5*XP(
zr?CoXx!V|zRUT5@+zYtco4Oq`BOhOiF@!5fzcLO@AWzX8o&BgJ7Jrn1BywBHzT5@x
zc`)c28xOh)ubF!ceUe#UAMC$A{LDtd;vw-M^`B%f6t6gqu?sVTtoF&x=wC=_aXpw8
zT~_X=Tq=tHGPF+3c^;XUCdW7Ol<6~BG(F^3-req%E?Y*f0{Ju8nJOr?>tp&aacd%y
z+-<d5sme}VHX?HwF6viy<j@=jLfm7%h8Rs2LOUO)?c)wqYF(u9lB08{9Thsl0^@o9
zbh_3yv#F<!MYX|Y5G!5rNN|JVOJo01WAF0Ui9rA1W49%#O+@&<!;xayWUVA6ZD#DD
zmjkh9cQn=Md~2XE-rp#eO&KoR6zTVTe^^)0r2!R{>X(*0UHn6<#yvGrG&9)A<*pJA
zn_iL0fMHOuVh<uqgElgLOf}KC15AZg$97q))aD2p!lX5#K!D#qDLz(4kqP|tsUsR^
z?CynvN_O9i$Sa)l-^v8i$;EyH%u2;74oNT+ym${h<NsF`r$gnGuP>0oa6Pbb;+T#K
z*UhxR;nr8#_gFT$?$$3f{z+=@kYf}d{(;LUzP;CTR`$IF${L78g!o~>>Ntm<F(HL3
z#DW+2j10Zdt6CXYMGuQ`^v;y|!5!dzHOB^etB`{pS<Deg#K^rOV1AQS1kz@tJp>y`
zf_Q0Z`GzLiu~46aCmR!sYaC|bcdMeZa!S%KJV8R#MS8Yx>&t)j@C(>t*`_R{=<*rj
zu3nrSXNd3>Pr1;QBksF@vt+yzGT<r<!YEsZtM;2)Z`RluD&SWfxRs?uFrzA3%foQ5
z=QIUxQtS%4+LL<8LcL96A9DlT$SM^0b}{FElz12&@gikeQSw|3Alp0~;n0i?6410B
zeLjllkg4f^j*oBtY-kAmMn|IsUxkxC&*Tg2EvjNb3(|km`qulQo1d%lC5x#(xmC7?
zUA|r%dHQH&;i#Ax?{}a%6k#;TaHi+?K*@Jd5l8#R{3cu|FB{erhAF&$t!e<Y4qN_P
zNO)651PDXk)%6TeB!?{n2NrWrADhTem-m4eO9Tp1`$e&W;lfBlEn`|^tDg=xJ5eH%
z>5yRiQ~BgIVVP-UZW72-YbmV;gXK#9LOy(GMO<IHF*heYGxe|1419zZBbC#59gmWA
zMPE86{tE(v%&TC8;O~WwxF4_`zaLCgq0$6<2{r+uZHBm^#|Cp(`JkW7mS!WlHXu+F
z=42)5p@O1sOvuto6L>`VU0BC9aAGt5w(Kw}Vz<@>o}#qs2cERDy8sA&D!gKw<k{5A
z)xg}XeK2z>g~8mg=cV9Ik^j;RILz()wwGS&Cs)p>{eyBzY$8a&!K=*0#h!@nGm;78
zLvXxcz02*{jhzW_+r8t4XS?2j5xUqte6->8&lTPCd~14(fB769DiGLu@2gkj+d0KT
z(Uk2>w);iSZx^cEfK@<Agml#LD9#-JXHkoQTk@utzc+2!6290gknSIQ1H{5K$s0j8
zm~UXl1_mqKlZC{lRp-I{tTkXvOMw1^UTUe#dRh=q$WF7wdS(tc-a_cIkGVI5iT|Z6
zhj?q+9BNH$_n`jt2hvaQv-1!NGPX8=iy9{(Mb@edd<Z7OAoWz*eC8|aS%Htx@vxjr
zPiPnAZJiiM*=c78555+$9fYg4;Kxsy_aQYKs*3*tTHobe++TY}{u-yPSEAP)*=CnK
zr+r3){59t(a^LtbEc<u@E;;P%?EYSNU(oa4R5$Jj4@M%UXMQux@aNC?m&CO^`n+H~
zkKA;<arC{!+3J2iO1?{VzB{4Y2!Xp^@;zvEJnW$I^JiugFn)Wm-H3cxhrROMnKAA`
zDPF(ReVNch3;UlIz}E6Y_~{C*?E$jmb8a@Dy_O;Pz;m-%wX*Tu<K@D|%Pn4XnJ8_X
z>j9em_u>UseLgMmV(xoM^(b%)4x{=lApZEe3ohqi>pHJ}d8d>0v{3T0<7L8sco8p_
z&!zys-{X+>Xrbv&ND$-J(zbB704HmW%Wp=5F8AuurjE4pJV79BH6g3LU+tv6YXc{!
zBGH&B(sa<UaQ?13JEYdd>cRAI8uAGWABX*q@&rac$E~J)ap*D#cdcM?cpUzdK?dT0
zfx+0f@WV$g=AHDFGmQMrL29!oWvK)}$1SDFUV!n?j=yhyo~X*O^#{Ds5a&KnHC;8!
zY55PULwDRZqE5x$m|T)i_)nyMoD_e;oR~!LJuu!h_M1{TM|lK00uX9qeb)Us=i!?n
zz&|Mw>k&!EP3wJ1Vca9v^@7aLul%<&d%ay<Y#~XU|Lq4G3F9``HyIfjw?Qx4I!-6}
z-|t6nQ(v~~7q#<#JgzYZ*lN$2K6h?2!hKFWO0o$CYwsF4{~i@n^@VM~+&i9(;x<>c
z0(ibrcAp<YzCHK4c<wDso)7d>UcA)bJfEv+c|5<k_?tV(v&_WU*D1Z%oB3JMP>`J5
zV)dCUprFXqrb4N3j;-{|*G3j9)*<~eU!%9SY7GN<><$efF?EYMd7s8fHEn8i(a19X
zs65g)xe^$(5$q0v%ouJS2FKn_WUh+vym|F$;__A8*s9No5M;geX4M4%dGe>SWs1H#
zwD0J?7QdG0qI7{^=LOu;VTRU7zC<-b;-Wjw$;MumdmeDsCx7bz%;+lu0wZKw9>_uy
z=u3)R0(IQ5^q4dUMl?wyKq4Ku@3gS`9j4_7nPrS-`4#!UCr--QrG}`8oX<{NXb^eq
zww3&-l`lu{bpJ}YQ@88AtXDnqkXhB7u575YM53z9`5ftH5X{7iJX=x0R;gqS4$<ix
zo}EP0I!~R6L>qJn{b)BjGSbV1=_|g0Cxka%+xO>>YA?#ju>Re*crtaNmX?_ckof=+
zLVP9KQCf+2*-e*h{*)CjBmFu$3oBy9F$Uf$WpH}r&Qk*Q@rpMvd)#5U8CK`1@8q1`
zN#W|6@t3{W+2Z$9N#mZNv|`aHZ6N4l0@O2Eo?g<mB+)Vp3m^5Y$9P%be09S@gMg&-
zwSwJ8s?!IrDC=7pMpg^vU+GV-cDfT-&AfQ49pPYuQP16pk$k~Vs$-As3tt;Tn99rN
z2nYxQ&A(!W2%Sl?ZeA0cay)K+Q~cx7iqG*_W%c&vH<B(IHm;vze1hL8u=9m-3F7-M
zb>mOfGeNi~gP*vu`lF_oZ&6!D)OP=dD<G!Kgz3fYOR<9sKA(BHikFiJj2y&f3Sx*p
zf>y*D@YL?<99Ha=qbDkRiRhh-z?|@V1}yJ<wK~5LdW8U}p^TD}``qmoqAj~*N8i{E
z)Wt|B<HC-P?CR?3z@V4&SUYxR)3C_zi&R9xHO!n`e1Opz*9U1mDJdyTEUfoN8d`>g
z3u{%cDB%v6LfQs}HoT-UvOrbtdUB-wwL8>K=t-8PS1lS7TTzeg^whlg$l4O7dw<0>
z`sB{obiS(jxKkJiMW@X_E%7XuG$q)0qc^2Fu+H&}(^&Y;^UeD#@8`9C6GPqhh&K-n
zNY44+BfV@FU48go<s42mHZ0!VQhkcHZXD}w3LNRB(;e!UyAkGh8ZgZZHTFpk;uN3!
z^RgC0_zv|e4aE8DD{axrU3UVv_IK|n87{7=1Q(wX_hOBKG186k-pIJ~rQ+F~G-b=J
zX(FvZR^I$P;7!z|LEI5l51~moJkTs+K`ic7X40OVWTp>H5A((T6<$&L?E*huW>OKn
z;O+#N!+qtRQg5@W8Dqgl&(5EW-mXVhOL1iBPg8VdX=%BA^Pr+zZ%wm@g@eNwEJ5?^
zm)5U2T1P@k`sH1*c^>YMN^%~Vq(c6Yt!1i-EhL}}Mk#zH^QS)kuHa$5{?S?<^tWrr
zuhae*S&6B<{Rh;SOJvzvXU4VTQvfm|4-1pdpvXg;RjVZpUwx5UTDII~DNjk89kY@M
zxGhsN{4a3SI+G{pXRqkR1qSmkJ*n;Eao1xPVS4$?<Cxhowp=dGxDMu-G``}5-8d9`
zpm7sGLta^#lJDkbx;sCjFjb5DcozQK3#MOseZ3DNTTvz<`<|Z6E|x0!T%2JYkN6gb
ze}+cbJ7XOdEsRBM9V>wISNInfmrTFJquLI2X1W+VSHA5}312un4+*)^R5F+})t$|f
zJ3C*Lv~}OqOnALrD=!@xrD3#09rZ~6{`u0p_BPimm2YL|>vXq0Uld2yKm)Va&TcB#
zaffV*qjDF~MbDxy<h{TDrNHg<yJ9uL!uXkqTYQ+nb8zajT>yLLy)8F4Fm1!mD^yHP
z;zd_1^^UJzXqdoaFj1wRF-tbQ7*I_dHwer~r9dH`Q~!$a(DvqJ;<n~ZPk}jrQb<T>
ztSx_3e7FmsA3*W~x&%5I*>=_cobQ@iQ0;dGx%r4t;Be+SSiJG_@)~R7VIo{oIDCpq
z^I6Y@*e;Kek~%uRd-9DK05hc4SSiHs8SH&HY>>QwzbmPXn$xOnn{445vQpHqVxwnd
z4EuT7KnbcrnPQsi4A?YT(WVVJLTbin9*tQz?mbKa({pgIhnARsZAD0p8lu|x_YK+S
zdt!M!d?go8Pf<$vRsCuBq*bo^jxm8Nd7w1$&p~im_u>E<;c^7&jD{FsLeA~3xgIq+
zZrm)hDl(}wSW{$MSc@dNQucTn{kUKGwUU;clXw|NArwhcdahQDFD!^mmXp^!4Ak0s
zd(^O;v2qMPz2UK*F5q_K5Vw=2#p~VtCdo^<AWx(d=fSPjgbQNA<DRQX#8n3YkfF6(
z`f=v-4jpddhKCOS&ajm@Z<4lp0?yH44luQYPTI!+t*AL|<PxIcr;UKRV!c5#O7-M=
zw2z88VyT52k8^5kv3XRV=A%GxET*ce|0S?FHFmsQ&-1qsufzU$g?|Ddy;?M^%!}39
z;c#G#wXmT9!F$=dD?g#WjA*J(PN=9o0=%TfyFR7p6Zbi%A!+(!_(_w6_C)zsg_n}+
zQkfuwp9-(@1PX>;XC)3I3UUX-6X=+iy)^e^-Xgt9G%Vd#duAB}MP`5`!N0AEul}*F
zy5_8Q3eo9hzEE?#?CTU#rRyn%s=j_?t$_TYltSrUuc3DFn_la;TB;8)ZzyM3P7j7B
zMoCLa)_wKD#Q^?6WZXmMd&B|X^DS@aVHxvels!w9mcrA*VJS$jqUBe{mAGhX{T`e7
z@%5|MZ%zKFoL*aK1D*+q9K`9{BWs6xE=ODbMj7uGp=ASao`)4d!i2z6jx2*4zb@~S
z?z2RJ@dDsZxBH6GX>(oSQ}tiY?Ox7+$l-d<osKw3!IlvAwc(Q<$~a3qR65G-Mc48;
z*BRG4z1g*8#X(~%L@(66kHp7u9K|Octrd+iKuo_wVs(!vef<YT#5)vZ=f_$Kq)N83
z^iOL)8yk+$@t7)eO!Z&oX1S-Iri}^_vlsU{)Y0PS?Sh3#Ppxx({^aCvQS}+f9uL$C
z4jUQhzb@0Rwh*bbr#T~1HS&1d`@UsO7Y&E2;SekI<`IvT9DMA&=^iLRv)q4*XV?$Z
z6y+eMq`AfniFm$K!92capAUTc_Jfpy0xP(@TjNMGP&g$~Mo>$Xyj-iq=8mO*T2mYD
z&>=*%1Ru>mDvd0Gnkv^>0E<zU^d?3iUm2YvQSvnX<T*qLY&ArF>ndA%jBEbZe69+0
zJ$rZ(-YM9t`6e<@@vZl>Yh(M@`ntNI;bEb#>}r7pX>9J{p<G(&+ksZRUj)gU#KJUt
zO^fOkE<85DjteEDF?{rBb=orPn&wnhX=U&fgER(}Yos*u>&Jp@9T9IFdz{9Z^{<kE
z_j5c*n%Y_>()ZSmiR?>1T#=Q|h+Ou@wxm|*K50)F$ZH5B88wB1#6U-@O(0Oa&!WF0
z`vCliI~q!B7~ezP#A@PY$lACr%k{1m8GYRCEgzadR~?NZ=2|FeAX~kLf?vVG*6uaF
z>$K@Uis%!@;FRX;KdpWuD;~$Wm%q$4iPNvdo5H~>B6jRs-X7Sh-nL|7eqyd&>z`GO
z84rn*fF}5lU+FNY1WLQwW3rk>mhQY6eY~6M%c=w!Zr4|m*eGFqwPz!9$Tx%<K9*!+
z?H+Z0EAGNR!g>PLn82LmU4e=s){u-wZXfPLO2A;751A=Z_qsFbiP2zN*g|au0~ZY>
zle#;_T*6?mO-@JEzzzYGaG@$LIUuMlKJD}1yu*m&lBA_E4yavtX{HmTMNIgyAT{M7
zV?RWSRrp41#0?{$x9Uk|to2E6eHmu^{BZZO2Wtjc9usPCqh<jIZv1;44)g^hN^uV*
zutisTG2nI70mONNF<*CyM+g!{6|{f4ba9mN+37l1#-_-xN7aCp0<VWDuYo>aDi%8d
zAbiiNdu@i}vwl)=St)k3RGW3jgSj{}azVBbi#_!!_&P0#6aEi3D81LAW}{f<AH!4L
zW9X4ZuL;;Y!fNX6F$|X7r|W?fu=lu7-SKgpB|UKZ6%LWpS}5pfX+{cSu%gFJ7I|n>
zI)u_@V5JtVK7L%;aDsACUJCMiYi5%gl@NqR0>$k8jl}&aI&HvuwvOao?YHgT5R&Tt
zeoc%hJPbBNT@K<tG#uQM)q$Zvq~*>RCTiZuqobo>nY=`%*QGILN7CY2f^W^sXi#Q_
zhohvHb{z#Kv<@rgHzp!yORJnIB?}tKj91uyyuThE9EQ-U@DJw|feI^q#g3v2cH+^T
zf4O&~#V>O9o8tW(fLwz9g!-rVG3I`Y)p<;y;<y7}-}x%0^S-HG@R7_=91T1Lsaht-
z3dqXJ;(tZYBt6iK-tExB05CScxihCH)pt7D1V9wyBme;_|G|HTSOmiQEy>N;*x-kz
z*8Jq_Pp>t#H4-oa%WPOM_t&mz-{=*#2MJswdJ$?WiX;K8W^7JYtR?T<DjuAW%v-}o
zSh{VnSfPlxHpK_rXba|nOA|pj4FnfNssT5`M3X5*^&{10=PIdc6yKlOmEM%kJ`d{D
z@moo%A=y#_6wRM=rO+)nE!N^78b^F@#2bEE%>5)}Dlz!oX1hI~jUdb2*vwJH?~tqa
z?ErnAt%RET8g1lP_YV39)`53Fi^{{3$5b0}B&YE}x@{pa+7x;Ukdb<mCPKBDKvBvm
zC5(NOIT-fouJKU!rSnT<2m=w5<?~O}k*!=>fS>Ve1T?RMKrPW`;>f)!GuRKFH1cku
zsw2}b_dz4yOHHnT2L=E0jIl4x72^Ca(1qZ04S#>E0ErKhywKffjEUSoNMe)XGIF=7
z-gtC;><PF=87VwBV2gV?Rjy*1^A#!r&!}H7GcdL)7WvmJvexY7lx-2{NRlg*J9uQ(
z_aDd6=hxVtv=I{g#~y7+_lyQ3SBN!eK*eh6lXc}RrpLWa*cmn0sDujhwOe_0W`UhG
zDffD)(rs2=A6jYQPq90Q`{<-3mMqt|y0F_zN=kb%=<y8;XAn%^@{OQg(5-!2yM%-I
z<d#H87@t5*jN^PG#?~`!pK9YbDY`8UjEN>#jHZOLD#wDcYgx~)Y<CFN-bPV{ud4Vq
z<I8^XfK2YEaPImFxf01DeaBWsMpl(`JtEPNg_1uZno}CEu|}609bjMCf}EIRu}eaw
z|L#>UP(P|9z3)A<Y?*icNI@Nw=8I3~djFO>V_i7<FV3yx&qr}ULam&J_H4}~0Or9r
z=SdZhxM8fjKYwu5m{HZroCn)gj{g6_{J9nBnK=uhcoQ`e+vI*vhf1iG%$@qw`-No`
zYiz=OImGJjzT8!=r=%o$AQ8Ez;OUpPBwkQtR5v97Nn*G`GfQtJdv)`48`@BLQ5OT3
zcfeP^g|)i0!>Y;xK}6g<KLxu_6?N5<#mjr~ALr%_xv>@(loeL?r;$QXqJ_tpimnn7
zP<NA)^KXa=HI8DEH#qB}UH{Y-5_b&DPE<Ax*Z+X(1x}^(0Qb%&y?jZM#?>n|167FB
zc2H<(o^Kq_18>i;vwWLyI%EuW11J*<cT&s)olqelp?9=M9oNe=JiAFxgBy-!myUg0
z)(m{fjEol}_r6$=w}?-ZwFiYa_+HV@$8lHirvqYIWO6)Zi^u%zm9#MI`U%fN#`MS9
zk{j~_+Vi8$^)Th~xEWm?nRoN4SeWc{{EJ>C003+2A~qg5C25Fm`OVSyA`3NpgRCXl
z{7_s(#=*En;yOb0D1}IS8-tJbM!vZmOPvzapAP2%XG9uCmM$CQuM82UnCMQiOl9)V
z&t(lU8hh$Y`XdWn1|1s{7OPrhY}g1+hhA6Rpwi&uwc5nu_oj=ova-@t35D>y-8k+S
zeJ8?=BilY#ezFG@)F;$9zR+nT6FF344E&IMYfIcTb)sKlU!q~C!wBlLuE_jC?9|o;
z^=NnV>%W0h3!Otrdo}01o1Cch8wC!{WPM!9`vZkwskZO4gDkWhHoWVB@no(rnVq+?
zy;U^YHwGzuHouvExtd3uCdda{@un}0lv&GbIkM;dr{X2B^nOp6s58@eqXjq)9hs&+
zw(m62R5yBWR`8)qv^{N?f}+6@gZt$}kck{FK~Ur`b>CTe0i!kUr9vMmI<3h?d4^mE
z#h%3#6$wFft=ulaJ)KEXlDbWK$6M7_lXuDLOTQfmUaN|C&WdX|zRS*_{B9E7b>fgi
z3u}CJcK@5K{QG8eX}FFZ4^CyM_#c@C1bB!dEBBn+tNAT4K;%kFLV^%Ev(Ohy=QgoD
z;Ic1Wxp`~yu(o#OPfXpfp}_H%uid~@C2g_MlbGp?!I*8FeE|>VGiTQ15h8K_gKtW4
zrc1f<Zo-RahP{gTr14~Xa2$<Z0fQu3TJU|_PZY`OPt?_E7kY%gcX@Y)eywJ|9$(S)
zM#+S3NtV%}BqgJo7)bc}0Xwp<QLX*Iv5!x>;XZbE2BRt|GWYlD%1nM#Vo&yBZ*Xn?
zgKsE%he^Ho#TG|ZQ|WjtpTcjxmzE)?E#ggqwr@Ehu`JNkM)7NmKKD(4j&FN7sO;`9
zZm!U(gNG?MP-JvWbMcLD+3$ELQ8oBjF@!C6nZ1bqLK{Zh-ck$|7wKbg%K-JT4SEn-
zONSH8A!-xG?Fx&4+BKLyyH!-rPfeI8kmnQsnpS)pvC!-dENXKakfJ*!uviQI8V>?h
zYCQ{XwG|M|#}0-q)v>`Vpr6SlYhH_QO5E#ZlsWN6>(s&N$z-yrqcZgPhoI8Dawc0(
zPm;Jnm;O^V_M-nB6C{#d%`q;k<z=P8Lz*-3(I_#KOn{QxX0F+;R`T188JP!+<Fr(w
z!I>1NJ-q>S3x=Tc0c**%Pr~YNZPRgMsbTKPPY+ukQWFk(B^dU^O@HY2+`Xp5MUV`>
zrugmFcN1cIE>B0}9YoRO#EN3E^9|~R339<FO4*0Nc`wv(%;}pwZ1oT@U%titv)=7{
z{-z^T2A+peh|>oyT9}%Iu^-3#IC1&O>taub$@gRI<elpL>!wvcMTvy<;DAuM%mk}m
zlHR(CmUyVIJtp1tLk93RW*k&r+V0AHj8q#k&N5kDe7l1XO1$r24ol(P6gYyz;&Ubf
zd)&b4L+UsaV+%~LEw;!&;+%E&`tSXanc-<S+LYBQIUhq>n-e$OeF)01w;qQ=H^SGn
zN@>Ul3LZVAnS(8m>ls!pnrcca5^fuaq<X^IGbbjdH5=14XI65d?1=5>4e9F>A9z4o
zC7FPy@_DVyR6F_iw(=LZ0AJ$X+K!D08_mopknRyZbyUZ3uq}+#+|tq(C@~)Vw~?Sa
zv*}enCFb4l^E=<2ogFJYEy=W&(UTpPy4Ri^)X1M1S=AUn0oHJ?S@B20Ln@?68#f6z
z2JC42d$CGd)=v8KGyv5CPT58EY!s8Hv;bXqjC$*TB$$h-+Q)$k_2|k^KPV`!PHY*i
zB(1gF>Wo&#Y*;SmryDv!v0eUv<5vu+8bU_OX8qD6h_e#weQoLI<qWb_x{AY!o$@~o
z-8pIo>CMs?SEhfZ1;o5*2wbHr*?-Ndm7mVnE->}2f6I<i3X&O2|C+vPz^h^%mhH<r
z&?x^tFS4uf?vc|AI*AY@+PtG!#OWmXw}(s==8ChC`BEws^jMn(R%76Ii1MS12qpld
z{h~(Jq?_3g#NVm1O`Q=pQ9bWes^~8KFpMbBkek}Lji>%b)z6v_B_kbp@}%%6`d}#F
zIa<=W|5{(FT$iY-f~^j{nCmLl<6XoNBPp?32ufLvXh<3%OG?NBA;v3&zjbVedg7uX
z#eYXGq#_?QTwHNeO5y9q{j9m2Ed1`d1T1BG#9UL)q6F!!iVUQs5(%PF%M!(Iu3vOz
zQJ}Oe_ZmHzwf*YRp|Nz(6meJ-x%lxXz?2a?%6G@_f>wuC9RAD;K7v4zWR%=C_T&~Q
z%zJoze6DC3U9v{OO)1!I=iGG-o~#Obo|%kz=G)|_m0hw3csdL7ag@!BDi~VgL1eMm
z*m1GyYrcsYs)J_E$#1m((Z=Z!1r=M0=pDGwgB&jd+!+IK>Ljy*vYDo;mo~z6$Crma
z6E<;Z^vI52$+~Z3Bqp`=!r@w&R`EwQZWI8QPuqdJs=Abz5wb}8{sx+-0yBF=DupYP
z$h6X+0ZmU%$?R`Je_A*<D#)k};POPS{1{j0!eH@ExXcn3L0hzgkg#^-?Q+#va~bXY
z1u00h@jwWb_V3Frb5f>$Z)tIs_x_7S|8vUQOypp%?StY2u!|w)n9PgE&~Ou-d1_;-
zK-+e=lbU~7aM-?A3URyAP^HClOfmr}xF^j>#ZCOrn&jx7wtf&plBR};%hrf|l=<dF
zR<Pr;CAA1ys`;k-z*a6eT7_M->b6&dL&q*#<a$Ad4fFeG-M4p3x5^J}RiB0Q<;7%i
zWtEqfmPkSqzUk<osER~=Zg(nM>(#LFavv0lNOxa3CIbH4t}9#FeKhN%YHuqcYP@j&
z%FBR};%;B*y*BGvK}!W&UZlw1<Ge^AUcz@vAnw5@8YCT;j&Dg+9}h2(T)p*nVzvx!
zDb@$ItvUFL8~;4>5as&t;pex5W(+%ffl;%tH8I8js(0@`_m`>}(e20@J9Gp}9}(1U
zI3Su>SuqXUz`h|*YC?(!H2+hNe4k;3*JAbcA%k#N&4EH?9fASk$Vk_j3s1Bsyr5}4
z!Vy}26wNFu14V`wfA&hBIZ=fBgT?ve^^vQqkwx??9|P-kn|gWml8{2kxXJuc$obqp
zlIDUYcx3&L^h4KFSlUXu)d{jQYiT9v<OfNPZ(iFkVqwo^B*~gOsMOO6mq_DRE9Qjg
z)0E_gTPkI4CwSrz?qG^=Sh-!W<~ByA$F*7bRqc6h4CW&F;9m}aw+ol~dW!kxeRlC}
zH3aRqf%KCf=h=>i%JlSfFM*2a@4fL1>!sCR_=^{mc)@9p{_ipTn;Wumcm5q`C#0mL
zru16Pywl@kj*qAN$Dr|s4u>DjNj#Q>mf9un#NT4@iP|v!Ht`5e`OCkft!}J=nZS|m
z&>4qKFv3w*xMd|Q6C3?Eoj0Q5AbarUCL1n)_!3@fy7N^}Tk)}(&9DVOrHoSN=rVjE
z3U==6J0n3wpiVLW;}5xCKgkT_@;$QFd1kp}ej;}Q=)ILNt7dzxYuWZJcb$g+0XScI
zKKFo4|CkLp;8Y5ANS!!IA2F?D;sovG==Y<S1Nyicv<rW6{anA_#`6`W#0mXM&&QE&
z7Chjft*yP)y>ZIO%6iz6@vgQaP2uHt5Sm;>$w90F3=uaRtVF0b_lxVU{@X#SjCS@U
zgoNW0Z-wb*sp5oJNBF(%e?VF?(csg-0qRi<`%g_(Eqhk)x0+h&U(;Ms+ItLoei54I
zPro&8N()ubsg4NQ&{ww2rXLLc!E1C!XtS3owI<bBdT6G3xrRarXA09D?aW~ApIyoK
zO<+F?d9gm`lm*_m<eL9BkNRco@NrU~6jE6vrG6|aqCMj|uJ28UYOcdx)D>S#fQ9FG
z^DfWF*mS4UNc!da1D#KRC6JvY=lcFG2_k7Vst&DkEK<N18b7fhnwwK~@yBBIuuwhO
zL3o7}eucOCi>*ufQ3#D`2#M=W7v-3)q6T|;!HCOdqs|90G}LS(us~OH!rBAQF`tLy
zPSJg}^LYqyJ+!%WbbsX*1F($adv80Ny-B6z(Cb`&CfVga{~7m*pt2iE?Hi3fArs(j
zWfd+@-z)!xkTCq}{O=E0ZHHr}M-B@Qo~Wv}C~Tf<Hbb?nubb})eK~Lz7e<U;7}m0p
zDE`r@=YcH-0fIAsNI#$^yEVS`$?dL|*qfJtFtx!jL@7n7Mh8no(KZ-We%tG{Y^4e|
z#cTQ+BE3$1=}%)4{sB3~IM>OFde}z!Tl<S^%J*-0ZPCW*;J?lvRZodi4U2RUJ{PEi
zUu$#LI>B7XzRamb!%$76T>q|prp1Vm1r%E^q9a11#UEYA^Rce}Pl%Mga~aC-S>Fyo
z^>yaFB2#`_jWQ25G>C5FRt~tCwN2p!5*<8OnBI+K-!V&PfOoiJ&m{&%`>SZ&oQ+iR
z%EQZ8NtbsaFmD2m2inROMj1NRh0pGjB$SjBOtGaiipIh_dR%MY{++A6{=)A(tY323
z<;N}>ru_qp^K4j(*$e#`;|;z78_|(j^v?HL?m3OVj5a0DDj6%BH>h8923@(iPdQ5F
zm~uxQM$XKa9WA?69CQVT#5L7jb>N?{vcKOTDX4BwjejG1=R3c;@@<G^zQkmyuYAAT
z6>r=iMcr-LFG-2Dx4SwZIu_}FT7bBd6Msd_$V2V(Q3Dom2dNMOJf(d)jKW>Q=}N2#
zz22&Owm5XNAJYZjKRmSVEHnJT;rjsWQy=*fb(V47CXG3=$6oYR7Il}DP;(OdPe*HN
z(P+_>{@a|Z3z*#<;0{j^@*{2ceBQn7q%_w|<5l2AhUZtQAX7iz*HhVF@DYt_J(Cc?
zkkkvR8_cs9GXLLIZkKnEJ#$5ne(=}p+6Nq@G`yfv9k#8EY!$W2Ar5{AZ!Cf!9*)-F
z13iaptk$2a$}&c5hjf`b9^zECD?{y*5@3x}zvNcNfbRql3swcoaTBk{@(`IL<0H<j
z0Mm0|`R&L?;V`46aDDNS$=$$A3u|}U55vUguIDs!Yc+P(ldNp=1wq2rxz(#D8~tj>
z!ow+93(>CdAH%q$ufKXDB~7x?HFRRs2Ye5FofPB7BvhWV{By421hr^RJ)^WoBte(R
zQ`Af=6Xmp1&a<EP0wS>)i7B;OxZ&JNQX9@GOlW+(N){EB4h!Mje1UNOz3^->c;Su>
zuVw~cm}Wxh$s;GXPIbY7btJ4KE|D70oiEks5z5<E?V>Y!al#a-pF5ABX!J_jg$k^3
z)yE_8gK*@3AAGhw?5X5(l-QD?F1Bj(i1F3v;O61{;YnXw>=Q1>Q;~I1rWYbakG)ur
zRnMv+D$3?YuZ!xqAC7yei<ZR3vSZW5>Bpl<nw;pz>(&3*YOJJ*$brxARX@XJpv&gI
zPVQsqbAp{eA`Krj!3}p60i`i+0t*^K>>o>tgJMtoqpj!0x?KpW?et{L88EoKqDo&5
z;7@2e`v5Kf!u`Cg<e?JY(_pi=(G{W7RF$V)TgUr_Ot+aG;Qr>y1MPtF`_>YS?OBhk
zT6Fp2lIMb<^PQ79Nb%}PAOc&oZ)gJ$l0cK$b}(RU+{d~yUvCHC+x24T1W~x2ax;O}
zdg`#M&qm^GDF%kk&`Y{~D57jfn79-bXQ*-0eETO_J%5wV8ybApqfC1+aRyKqzP4RS
zRqrA;s!M<I?}{kY$sD{AP4w{Z4q6M~PxHQR)?J>JT`9x({BG@1;AH^3fh1&k*4S2h
zPFvCc(GcV*Fp=JOmyP^958h@E7=GM|Lr%c$1R1#wym)xH&pc@hv~MhrpKP33+)$yC
zjG0+~?+Dlezt~wmvBNYo?eLcgdWTr^FD?k}yd1=^-UG|E&pTipXSW|n%SM>a(u1$b
z-cD9oF6DFnxvtMBsV*z1n=NQ|B!?VT=3GCTB8)(0)t^6M$r*7NCOV&i9?X4-4TFn!
zW;~xca4?ZpPZskub^p2p@32GzyZa0-tfMhFdIe8eTU?x-e0%r?$pO`=|JwKU^@*Yi
z8Zq|&&QwesC|H7zN(4zz1Y=ThWURs8eG}^leCV8IL+O5USJzl-hg-P!UR)$%30^XJ
zBHQv3L>vY@Ljv$UvetrdhJPdrv*rmoaVaG}J=`#Ab7=;tBYoy1Amp<sHOjG{D>Rn1
z|35^%by!s0_dbkCNl7Uwh#(EpE#2KMozk6B(k)#A!obiS0}S0E-5?Cz4Z{%c(dYAh
zf7ivI%-QGcz1F?z-fLNIrU}!``mc?eHhfI3WMO&rp0>@tSvutOK(!0&Z*2r915&M>
zeF=FKsfC90XJcrI`aes-QhZ1mNWb-U$V#1I?+p5=D$4+YnSByC`qL3~u-Firo13d_
zVCIx_nooZJ5%4klg6k4lB(Nh(qL6X?4(329b%euT#;;V8zpjq1Tai1sGN9AHHriNz
zG}?*Idgb0GeW7^Fa<=j=`NdJ90_A?9>PhyMwolF@4L{r;%b<clIo3q%V9kM>-}(s+
z+@5ZYZE{=9uE8`?u4;@a8%)Q$;2AP#_h7v|;rX#7Qj2GLnu*yn<6wdL%mtjHsspdk
zBWze4krX_`adIX#H{(cmOh|>OF2|Z_x=<ilU2otLPqOnk{P}GBfj=Oz2Xwo9M5Y=`
z3V5k+HPr}|H@#IQ+|-qp5#nS{FhPF)Om^wG!F%J<^0$FN;NemD-=<kgzyjlgqDXc+
zBGRiu3QLVjb6d66p6ET?;VQ`0F$^i=)#6h3zAxo1z`5saSj^h#8hrUI4~wo;T}VpI
zU&D=SRE;J194R42s1Q|9WYP`SM1rx7yfzGtbqJu?Xe~`9J~h3cOw(Fp5&LekhVLV|
zr0u7dNWC^V5FK8$U~<?fQHl>chqK7Dv97_WtQVTPhfIvrqwvQn8R#O8tuyi?BGzjX
z<E&CDmi?OAoU*!8^~uKgP#dau=(mxnv~MHNUwaOjfjhyZZpY87s7JIGMWd-n4Y*w<
z2iAW$Y>rX+{o3mO%-NNqY!TLN(R8XFq6ryudRuH>*1avqz%P!hsnxuYL@PpIYG(E!
z1oaL5?sF}Q&->fbf5S7P5laRKxWl#&k^7O=A3oIYqJPee#Ya-TPf&x+w8iqr9Ydv@
zs^bRn_!`tHNW$js$X%ccQ_>7S_e?1Y?VPLGadTo_DW(r>%-|R{s1i@r3|HEBKI{s<
zV?bXrSW0|`ePb!7hY#uYqbFlgkK`psGi~kOzcjDas+MbZ8yL`%#^*g;T0IO_)8<wu
z^pa7}&YH^rM>|eDKM>ne+Xj=_Ytlf@3H<N<gamUGfxI<pAN^Q88ihJ$QTaH^RPT&c
zuk1U2cOCXYD_vgYPx>Yw$&cM2r(Ui3ys$HL;o*0H(sVg>jfu%kYy8Isv6L{1{&SWc
zOk>Y^gYEzqd>Zeo)fM#TjDqp&Nv@<8l^I>0`2;gR$wnJ!iQKIksK|!dP>D^+l?Uhx
zO_x8Gd*zU_+3F5P*_Rc#SA?TJH?R1EoMJ}s;${bjPzK9)G7~B6G`|n_){GSMD)CKq
zQbE=ZSSNZA-k-C{f6zNntyz?4R-{7+s&z9iYF;icSFlL{`d@C=S*K_=yUoH*<C2n+
zv@CV<)1+DibL^)A1&E?a6`n$}nxHLXyKPSC1+pA$9Aw?50jVF<h@F(P!wLXoz!~fD
zV8F;6)&3uSDBrR7X>5RviuA#`)bpkJ#=H5@EC2p@Mxo7{D>o9_Q<cNeLEPgrG4H|^
zWyw6h_wV0}QN}y=h{)3f_E#at^1ON`^x1$liO@HNd`U3p?3C%Ca9oasDTRJ*jhmhQ
z2ez7-&8eKo0IHh363vhTk1rklv|QgJ7{4g14qRzjS3{Rn_k`~~b--`@;NKbHJw9|(
zusc8hyci%Ng)Kn+p=~wnZyitm2){%|2DJNISz6m(8}r!Gkg0KU#i&Rzz{mhxRKc7v
z)@UyucA`xH%j(e;=d}qufI<aBvQCbi2-+NluCEQN`ac<trvCn>vV>`mg>&46vQ&|R
zv%?Q~_}~0uLGlta`>UWt1zuX5pkpZ$?U|yUU!P8=5@I#?Y5T<RAAx!`P{qbI@Q>aS
z6Rx!=wE6^mU!_t~h+6;frqJtfs@}M2qZsRgVxohhufbXF#YM41#M&{)WxXQ!{Tiib
zjjK$f)md8fd-+~u+}dM9$!F_t=3i@$F2YVv#$)~1t%R+j%_&a{74ycsv7i22`clkx
zxhJPim-2#x+%v~|d2cE}VOxgz*cq}M{)ScoKIlqHMn+A72>=H0Ueb}MzcR#K7MRC&
zb|v)x_pQGCQ~8W}PxEi%+^o9RSb~CrHnz5?OLJnLi`)QYsA_!DPakk$FXo@h=Z{BW
zQEbWot2$<2t8H2+xX!y*zp2xW8?bvSP9P($BSn^95;@Kzuz%(Ta+7D2B``YFyE22(
zPdjPgn{0YTI&C;Mf|-GG(OS80-uN$3^y2g=K)XCzfwql{R>^}$HBn2Ii>@2g6L_ne
zPHX4z*GEbU>*ab}tmi_XJ_XM1%WHLzDdgME-uw#|^T#v8iYWKS-MZ9XU{uN9;Rl8R
zAVV2XMbTc(@csMuHzXw8$JdEjS<$P<IlmvW4tjGG{;2g3f^5?Ei1z)!5^Rnr%8DMU
zXvb3O7qxr}__T-AN)vBU0&1|+W!|YfR%0g(#ZU51OV@?f@mXBn&TTT!s<vwUGw25<
zY@;<>qCr5K>+SoemY`~C`RQF1i|mb*K!&`9@LIYwx7x!}l~x1$PFJ~=3Z35()gdLp
zC_6%cUBOoC!)?)VjsN|h9p=Ho@huI<R_^mIo&2niQkZv4&!6<SlDi_aP9jFq4a9mt
zu?(=bp<gjR1nc53&q&L~DI<0i;0w7r{<|+!IMTy~!@NaENXW>@>g+<Zw5%<JnI3o<
z?=r1L`bWLg%0P4~5oZUz$JWaSE=Z8OsSAbMfW*!6Oapx99xX%21v#IO7R_dD9QZA6
zp6YJxmqctbbt5%=xhx{}ItI8i7;{Z)=^*5t?Y5x#wlRf)MyC!X31(talDLKj0YK6l
z*c4Lj{wW;!KS)$y7xN!tBHQyg=X>2ZXjco^g|&40J|4V#>9s?4ettQ2q7Qt0e5|{I
z8o?fWrXlI&qoI-9hK#?g*>OV`4;5<B0S|z7rD}Oj+b7xa?3MatKPA{JQx)Y2<k*BF
zNy)}t@GNz)+(4mMO~EYkikF^VRyV(}eRm~YYGXhd-T-H@BG-|cjzVQ+vnLeO`TB~&
z)0`iFox<74xsq*dZ0hyQ5s4|GKj^kUpv4Sb1&5oT1d~P&`OfdLC`os6S{ehT{I4mC
zmN++(%>G$VtQJcHeILG)@5P@jmP+5nl5iUmFGXdQ_s|~j43M^8g2vR(ydA#=zw!Px
zCNEK*!+`xywyMJ1Oo3DvMG>zy2%J}B8@@Xw7-peum;dF$LkHh1OK?%Uej&WoX?aS#
z?l~~|vAFkML8Qc*l%5<2X=(Ud218L<d1%<f!Y3%zOxRh4-#yl^3l#O<2^frvfX(H?
zGK8iX;%`3}zE(Y43RBrEu~UWe2}HSR0JO=mszkbO)c`<WTw*pq&l=<RI&jOmxw#p?
z9JZ4fKU%7bg#KlLv8UsP<WuDFda@P}RW4Fo%ZETL?d*<<9*R=G5LR87T`ya*M_8qs
zT3DF8kr))VDXdaDd`0l-LzWWd@g%x}6}u!s)w_w469-B+aQmqG%2Aqnjunl`d!DSU
z>!Jf9dy7lD?GGs>5$VPdo$uH#J#G-UDLXj^T@K!_gqvt4#X#9FqonNZ+qXsz4sn1d
z3rJLm(VLt5hhNvp?{L40v>^u*hVWASOlE$302g_+<c6q?q+*jw(;V=+Sc@_$5qrZc
z_Wa&OHYh|RJVtw9r!4&Z{B%p-_=C1jJzg{OPO{^!gO)skyNm!Zc&&j3sL<Oc(eN0s
zTh_$?4p`z<y^6L9DrVp1Zv}1#nG{Ud_G44C7opVsn>TPE%tHkyQp<N9U&mHI{CF{?
zc1aY8ojK41WZ-nVtl4SkI`Nl*RRN5DV>7st{)PD?Sfprgjdo%VwN#;KCPx8rI59X=
z=+tVeR-ysoKOE(m-iR66lnGv$oOAxu{sfbZUy7TgmtFqqcr|wQSW!!A$fmuY)mL3@
zO>O#XX58w?`W#GKX<7tKZ6elHidMXLFy%oOSmi>b+KSR^oJ40{rdEP7Zbfja7^0i}
zj}%zr|LFHUG&J!H|4}^uul2!J6VFy~ogh{JmuO`tH#eo9k_#S{yOl5zSSc4uljZ?O
zLQ<bMFaXw=-D-mB+ploPrem6y(SR8b7t9;mmJKTce;D&XOcuYf@t+)}RLCEf;|Gj)
z6?ax2OgddFo)H$(1Lj}L6U=cdzjo-KP`i4l#ce;x_N=>44AGwcBJ)*qx_M4MA-uVG
z@vu}OYvFy$P{``>tO)oSAcHtgy|7cNiwG&I1eDO9UPEY_K0NHvE!<SUu5G1gN+ViK
zBR62;YQP=<GLM-bF&UJ{nS92e2EJIYxr>XL_N66VFW5YXCj={}3?*qrt2ZKt#Z-9=
zka9bGbKuUrIK#$>(js|B6ivNuTmbGm{jKyL>W)Vtdv+)UEWfj5AhGjjQMFN%s;{or
zwN=*=5q7c_@q}Wd1-pWmB>9P|l=?EDn8F3)Bm!cYX7j%#>wEE5)#*Q18P+N)h@`a0
zZ#*-JRo$JUF4Cw>+cI;HvW^Bns1FgEcpYx?5DirWu6mVLUJG@!7PExkYPijta4`wg
zV(?A2!o{%ZCxsDJITf<~V^RSBdV^Um6|UPq?<HLyn2)LWYMy5oVS;w<29LBv#PF+1
zO_%Jr048kschTo4nihL`;~%@ax=>4k)M_le)P?_dz?`P^U^xb{SOODZ`oS1DvecTf
z;L1DeWk%;~6o=YuCnr#*)I^hU#Dgt3&VVS|d>yBJl+NvI6hp+|j4yZxO!gkV!Z;@?
zarT!!shZ7X)jR5<DHAhAB+zvz|JCT=U^U0pME430;_6Vg`WBBUtnuM&T?rgVs~8-k
z&P}>6klUsiYj%;L%tkF{@%s>%B0}r<=~!dr;c&t<L6aIw4IGoZEK19u8lnv`dSg{4
z<?Q5i0{3Zod_d$cO^Xo$vSF2e<0H6uORiYB|1VCpWKW}fx!1X{86<Y;F!(%PK?_y{
z?+1>6j_+E+vr1*{6AwYanS+?x^n_%&e=}^V@+FY+3ljZ`ym5M|#lUJdJ}n(ww@5ws
zqf9$%f!}kS4m9wwPGMaO!bz{sXZq%Q_C-}kb*b2a{+mM%ikV0po$n6Ugq^i_x;$3&
zXZD3#LK>!JyIPW~U(;FN+c|ie347)&M<r+R`SapTTYX<;vWIv@ZTbKs>s)5)KWS@g
z%VqPwt(YD1K5k86PkeudO<%XbanP*#A1QIG>wBeX?LN(*6(-H2+FVl@?_mw!X!#g8
znfVI6>*=YX{;5v=1I}VFI(YIktNJ}#&u9XDl6qwp_S0fQcR*wMXhe!+rt7)u2*Ley
z#JKaQ6;8IZYM$s~kOHEw17C~#HGd_F3yo0dF%beeQ&bx@qjs}v!?5DG7O6ZB!vUS|
zfI~WoZlk%jOdtB}P2`IbeoxQR{J+?WgB89v!E}s_&}M^-;Zl4D|Jp}dJRI66$Xowc
z!21ia+}x?Dhd5DDQP`NFxC9k@rAwzQi+TSU%tTbTQze>+DxJibOAo#h_377rqY*N7
zbMYan>S7^UtE|(XSrgCYHhn+TTO=sbp}$`{^W@HJkjUq8ljfKi?Y5b+%j>nu@u2DN
zENR(;H1EV&A2M$j)Q<xo%xl-(kS`6m4kVb)Cx1GA9fHH?LdD|hBI4t50KmibKcwDP
zlb3v83~8uf=q#MD6pQ);d+}GPq8vhy5y<`0T6OOe)BGW4Yy*7w3U(;4T?Q|HGHUts
z;KjqO`|H(hATE$*V+VYXDu<*@sN4SR|7-+>D$ZpP_7-M?oO+`g!oGS_9{f;%t;}}#
zSWulUK%(|!j@F-tA>gP6pcF`vJ27XWH`<obp;x5cX^LV3!N;Pjyn;(G$6mlQWQm@i
z>NJnR>J@;S(|w$*yt?m(`~4|JoTzOTol#o)(KU`$4Cp$l4aROFL7<{qpsZ}ca$tVP
zM!U!)#1~^Osm~z7;dy52<m`+ai5w;&H@t<S;%dP0S4-e5zi+cdoSd9U9#iyIG2=A|
z6b4L=zW?sl{OSFn=IpGf3F>|!SQF9&AGjQ#&+ILgO_^Bo?1%i?9OOUSDlJ&8|K>L{
zI`IB@kN|P^mk7&bG(#$k<aJz3d3>?y;&WmoipBb5*6>v(WqkjQ*wk$D>6j|h9~wxX
zen?dcPcKaU3DUvrQz<U#<4Z3r=XUa~P5%sO_)@4RjeJ&LjlG%`v^gQLliuoWy~OgE
zRrso|Yb;rS1p?)_w<5mhWD1$?*fy$kSfT9s$Ckp&pz{8kxBE3`6kQ5PA)<L%mHZcQ
zpT8N0nU4dbqvjL8qycI`Tt>zaknD;7@u<kV`zzR@i2CgszD;`Jp;*o>88$T3_9ls`
z#kd(8gGDFURfazFDYpT4n{^4i9j8i44c7r~-wb1uhT%<0bBGINjyg6sD#Het`S>zE
zzia>d*k4H}oog%r!iLxOEk;HD^O#Hu&Q=X`odFILz>S4lKI@TqJ1a1rHh0x|O&?<k
z@95LriAi<gUy)1siWW4eyEq5GRd8!-OVrHP5-w{932`Q}T3~yEe?oA&S<*Ii=Nv)(
zuEqq{2%l<+W3nLRR9jWyV&g`OL1fbpWG!5vbJgEh+~;KgjjVY*{Y3TvdowC@#*Qu<
z3BST!yLl<3YC~|6H8e^sB%U?7#-3~MZ`)$%_jGBDT%y@eOMGQ`^LgE8pNrpPgQ-$x
z0cZnHO95;C+5n^Lw}~}za2TC8dC_h7?Pvm{>ZGSpe_-jdSbjT`M0xtyDLB${*6%MK
zr0pnm?u`EW%&&I#D#-R}HWMefUlk)JbJyC=1obToPMF6#nk<*sKu83=KeQLiR|ZrO
zHM9#jspw|1f8g!&hV?9hb~Ms|p18ezY@^dSLiU%Kq_qP%P{3CuPntE5+{q;%LuWGA
zZjvWOm!YM{=!PaKU&RTp?mBBDqzEy%Qb^4|JpEzlN6Ojb_Ypg}$T;qof&-tthd*}t
zJ*+Hf=^8JYqti(OUrpR=I{NjxuSE`We~aRtT3>7qN9+p|ehC3k6&dm3^;%mF5GjcY
z(Whf!4pjrxgLeQtN+)MmGr_2$n)R4ob+xmPP_e4790T4Xx(gNtMuCren9?h^{-^NM
zkH4%rB-zY^ZJ>8bU`jA=r0Mm$!BsOh|B6{zpzt~2Z)DA6EIWYFF4lCTXxg`O=muQR
zpc1^Qij4>ED56}Ij-vfzq2xcQ0fiJ0j{T$(itU^PYh7qnw4{{xC980i1h?Gr%b1Ut
z!IKR_GuI_;Z3@kP1}@lC6h2(o>2SK3YQ!%&4a(+LRM@wGoWi8yHrdWoT|;fL7Kb9;
zN6lt{>p*BAW!Fs|-r#NLCH&^C^n$4@1F4nLRD5mAJ{^LQaQzJ6N>NdhIb(<KXkYDp
zX-vx<Z~Dt$D&$2J_A>7oF%4#DE1>hTLx;}Ayk&7MEpwO9!(AcVaItmDy?1;wdh(Z1
z#)7BeiYKv2mp;&f*dWYop{-;84*5Ee^WF~;1wI5ZgU#XlOw&r^YDATp4=fVYGjVsW
zseRYal#qPB1kH$U(3hCLcrB>S9<6PtJKVe4r`pnz`c|Cq{9K5f&i$myGxMzY_(bh_
z7=Mqupex$>(F2bxQ+5X^LUB#CX0Oq8h}?5KgfCU|@~r~TCZ3?T!u#vT+g33lP9lN!
zMP0xCX~LY5+TF=ib#IL8+I!j=8d9t6t+Yw4Mmx6aVdyviY{BTahT!db(8KfKd7ne8
zOs4^zmHEd{TsiS$7yjNn8nY*S{Jxs+3A0&~^71GPb0+(<bdf6=BHjHSI3k4LUpX<-
z`CEU61v(#Zj-a%({K{Ov4fWL2i~Reu*@mW*D3ymbRWmgoR~(_kH*$Jl_nF}}a;C;;
z3>!jL3-h;+C&f<YTq{FE{<3Yz-JUT=Sh`=d^N+VlWz*sfy9P1n)A%4%ZuY}=reA+|
zCoA#ES`ex@o$55peZwZb=2GF%U($4CSe}aP8XtI7TXQ=|WG*-Go*5eamXNuiNtfiU
zGe(Zvh)%j)6e#UeP`a*8qKM0dU5pSLJVY*|CQPzfHOY3Oj$-B|{#H+Re6RO{Bc@K=
z-jWErer8`Sy=L|8AYCE;R=oS(tGy#jPy>YLlw?c3Eblb;r;C8fECm6tDN|&5X&xZE
zO~lzI<5MK&OA7(>O$pkG=ax&R?lHT5q3nkh@`y^Gp<H?aut99v=deFrkwt0RPCKb1
zD%nT~h-GuzcPmWjYSC(6ag29*s<(CahB<lOWxCadyrGoMM+2yKGy{~{ucCW#^XDB*
z!po}ly<g1Uz4@$N2Itqu&wRk86MUf@4?ePl^6`TL_GRda(%Y1>U%nM;p}zX;t15k^
z#i#eq1Rp|jrIVmr-NL0~PJqAA-TCL~^gDS@HC)899T#xbtc&Hfaq%2Y{eM>hahs#9
zS!gCAkI#Zj(ziVDm4$)al;b<0V7EEc1TaUjR*wPyH>Y>TmmT#8A?3LqMCwPt7YBHV
zDJhcgu-pFyfi6qw75|YKOj)e-XJ4h1t?kw`mV!T7H5<{6oC=#h7KZ3mZ>SHJ>yObd
z8X7GZ{N}HSPl{RFmRlgVp<st(FWebh@6+upFUfgRqsjk@Z4*#(aC+yvaQb^$X2`Il
z33jS!>3w63=Eh)l1P~<NnM_ob<qYyQoDAk`sy2hddn*`0B|dL6++3=iVe)vkhJ#Cs
zi;2OQ@KkNWS(U@DAhVJ<(p#(L3E`iG+187bGOqXX3-+zSz49+Fg?s}>^(#(b%%L79
zVE@f{p`KE?m%43|U0ADYQO6A@`zbk_ZRkd@z?Xg(x*2&_(C%t_g7Y7z@<%psdq3Ch
zkW@en8FaDuIddvjZb;yorJHFf3pcSgg(nMN3E7TuaPVEefe7`7FPZ%^?JGRLAC5iz
zu=l_FQ2w}OoK0R!J4ukZ&DGiqs(8ez=da0L6clP7BlHVTPkNSFV=FKw)SCSQbYOhB
zj+o;iao%2qxV~N0hQIuPab2|=E`PTpGUwAp={G@p8)IZ}2R8}cF8xDDOumV1k;eZJ
z#OG=4@H(Y@H}@F2#rk2}*3K7B>bC60iM_RnziPT>9@OleW87DfW1@cfZoj-K;L`s)
z?dpn@{n%J>hV4lb0<!CU<t4~BnBove_;6@*w=Z!sn58)JumoesK1DwIdP8vipdfPv
zdHfTw>YKbjD=@Hyyv=I1ZJk{1%T}d}DgLf)i2Evb#O=sCdpbYz|F{5_-}V-{P6uaP
zrx3c@UN9Z6X%|FbX^SnB{KIke!#MoMTkM6}uqO8_r>!#Gxu*PR4(Fe6aMMy9+lV3|
zYW3L!?-6mSX%8FU?oxdWeai?#i#3OSLWuYAcZB6Y&RDaBfzjmk(609vilK(yob;@r
zG;ej>+;h#Ug2NXxBj_i4Ge7ggh!<MoD)b&HduGeGll1xKoe<kQ%{B4j83##VxzV!g
zG=f_?|91bnx~hi-%0Tzg&C<x(&e_=$7hU503KmO!r)MRQKBdrXw-s(r!TpA|PB8kY
z$+WKbyq_#jZ*5O4#(|lB7VB1Xp`E{E1D1`oNNKCJk&_2rlfgFeh2WIb2-eCUXD(oE
z(yygWc<B|*!3BJn_fK<2uqITvb1vPWIU<9+1e}%Y^)fI0eAsNf+n4+ZWw}1zXVGKU
zg=UdnB(HX$+aDKL?0<?d1SI}Lo<8Py+s136oL9e3CJE=7z6z|4*qE)E4HdXYOxTr-
z6~Bc%lFu6sfi2tsHTg8?#t2fdLj>70F>8&kV*pj)ooPJRrJg)Qk8F8PvJJGev;OJU
z<G~BJ`ZCzwog0BcbJ&d1cestho2$dcJ|O+2;+-u6RqoMP^UVY@ShM@UeI27WFTWf8
z0TS5jpx=%gCWj3Aj6;;K!=o1b_<O~Z#>?-4NRmvVVm5<iyFQZ8Y&#)G=8bCvM}gZ)
zrU*)uW+s2a(PJk+;6(tjj<BS&*T2|aLGKlvy+L0@1tF4>o2Y;dxqsXjuBoxTyxkRo
zGs2e6h@ruCgr>t~@>~8hvACX1&e6nNjr4|8wH1ANBtYW_b(1HT>H`PU$3;Y*)}&lP
z?DLB&QsIQ86rkY*ucJmtfDH5Jw>EZ1UluOqYY)l_j6Qu6-oz+rJi5C<5mFn#%JvAz
zJNxw1;Ac?)e0x=VXq0OQlwfQdlbgJ7o>J|gN`IfirNr`EW<LgLI#$Ej|EjngD!kj`
zTFdy+>=sW5$S7rcU(RyF`Wh->j5jkhU;Z4rzZuRLg>M5h){!IH+zGM#);|oB;0~S9
zB(dKdjLmVMyhv`iBWJpM-mZ4k?8-G}c&5W3Y)U9(c+Q_#af9zZiU4W(ZkKPZxUc-$
z0ts!`H8nW)@)5&NYhJF}>I`s=aegcIL4?wKf{gGXepuU233jRbFh<+lKCG5!zG|P^
zXI@Lmm}S{)=7XD?m5vr@X7!ChFZp;^>u&Ufu`>MHl4A8A=n4EU)qrqXwL+(p%kbtC
zanA0B;SkbYX4@Z0hNcq}q)e}A@w>AD!xO~gb_YV5S<vuc4{`r+gEBk@g4TTpwFxAR
zDTF7%Pwi(<6@^-(S6w=m6p_}?JTdOv^6Q1{)&podr<NYyx2fXurO>WEq6R@rHdb<=
z?SbB-;ROi9ke1^$|LD~-hCha2zd>~<g7o-IThM%Rj37)u8IPC~)t+ay)dC-56KQkF
zMI6^A<vD7)62qR&OKrZ2c*x6r?Z*vcIwzA1gtr&!rf<yN`4H`B$a;om)luSMY7;g0
zQgPL%$Ra2x`ZmES;u%tp9#=&IWXtt;71rQ-tni;a{8EI$*HVm+S&E0x7+c;Pgq#mq
z`qzdZS*>m+E$-8vKb=gj0&i=NdQG)Sne@urTB9rRmc7%cX)Y;#bi|EqS;274HxU2{
zHhA1K-8`XZiWNvS`w&^|-}pT_olnbAn*my#09RXGm140JDUR1BjUZ}-U3t;HzK#f3
zC59w_@A?4rU0bO=tgs{>j5L0M$4~@Xe<*Nq5fP=x-^btmvis~1kI~YkXLbnYS#B(D
z_<n@X+sIsaVU;=U;y7%5NVCfJoQDDGh||$3pPEu`As)?MqNXx-=eb$M>82x4l3dGj
zxL~exTw37gk6yy{xeHcenTpTXx1Pi`?zNzj-ca$=$?brbrmiDC;1^N4uBNl0J%<ga
zp`<I*XI6SUE0CE1TUo9S9TFO`)+G$CMpSiwJ_e0#>HriZGcem+!=BZ0t}^2L{7a?Y
zJ8#W#_j#EW4|KZ6bl%6?_w39?JoVT!MU<T2QXXzAECnM1eJ0HWOFCW9;BJe-@y8)e
zWx{DXb-^PK!he2AS3AJr><LsMv{%s#bN+<Th{au;3RQQDY<QpaE<Ie!>zA>cc5)KR
z5=ppN3_?QmU#dTxI*va24CC1|+{x!xFHqewTwHR*SC%K96oxBLVR0(&h$wPS%5d0p
z|E#Y}UznHGzV)D|w_bmCu0>sIU?{S3d1{Y?n_rpm9ocU{o=p{nCp3sFjtb|60y8MA
zZ)ab?g-$w9@@MMZeTlZ0)%(K^K@prU{wRYZRQpY)@l>A=d!`v$!67pNFRdHuC*n1S
zZs$k0H$3hG0!4(FA1dRCvk!hEDyTKOsajUYLL8qZ7GFLNHuzoY?~N_=cy9XzF#9-S
zIy1ou$gg9MG%xShNIO9W{TH#a!~%Z^Bbkm@d&(Q`<)Ei*(z8~#^A>TB?M!a>7^62`
zc5ZA*_P!c2@#in>7H?i4m8Os=vZ0C^?92<j?P5zCNW?;gCa=Z{r{+=+l6XXpX0t#K
z;dGP!bfkosFriIm){gPOL~7~IDj-A8(fzx!X5aXM=B}m1>j{@V90PKlj*Wr4atxxL
zoa^xSNaT8-vxdw@ElUh?aO(kSKP+Xm;PTKE_7Ei&oL`!3+)x;sFJ0qDMnreoeAyto
zwcdFCj&e1Py2G1bqOI@OZLXQxHtB*Y=QS@;wwBcLFjtY_W2BnKw2HUYvlmw6tw=9u
z+$(Q;Gdyj*;~soJ&r#tOKj#q>i=hzMf0>B!j^yR-?j9-*_x*5c7@dko7CI*yI!gnS
z#Zg_^^GACWToz<`H1h?JqOV<HQG!b>@tc=&*$nqF2G6>%%-N|KEYw2rw*QC?Hk<!`
zAi%q|f<oenIr|on^MI=@K{{}<<b94g@maE<u@CZr_)6Z#1lCW2F$!SEpty0qywvY}
z_IaDKk(PsH7WYuiL>b*za`d1uf@Z|GR?_F!uH$}=6gHa&*TR?CqF31pA{?Ku_k~5g
zy{#AqWEbot26qY5OK{rbo;$ps{U&hgT>#0jld<}kf;LcQ+LM@s^xR%P5lWz<hyo<N
zfz<PRqUac>S;dfLgtR3OS!^F`^xV;@M*@K{USH%rr2-h+eVQe@kN$5N5S>+)qE9s;
zM0I@ab;r%2hJVm_;l?i6M?P6K$YCE5P~<Ug|92TEe;^L!oABXbMP;7M+v1mKwwOC0
zc$J2TxBM0X2hH)|*Fsl&#>?=kLgCE>#?od>Cpj_Jr+9cTRpvY8`FEe!j3y1YUf`hF
z8TO&aYAD5_lQs<hH22=?iaOsf&gM@^9?^fZxPUrU3NqHCAz0U(^$&TRbf&!)s7~im
zr7;O113j><^8MJrb#B}bnb(8wIoo<$5sxiv4?$OXLJ{ejePs&MgA}MQ^WASd+=7io
z4!ojGE}XQM#Zu@W_~1N`-inns4E{dOOEuPKeU43jUm-C+&>cK8>G=C6BcZ(`j}<ZA
zWNo48idoNtGH$kZxnj%w3?%du=jzZ*ocfDg`NQ_NEaTIk-2a$xQ05wGV9G0SBCUg;
zl7`fkE@%u)FX~#Y&M533axg$!lQ|SibL&~ezndcuF=xx}mvWRMj&%mlG3J`%I)}2}
zTQ0=QaI5e7HpVwUVznV^K-xl(H(iTEd*|jSKPR8S1RBCiMGJp{Z7_e?`HR--J>nCz
z>W`&k*c35hd@f3Bo)911l)q5=IO!g2^&0J&L84MK3v;}~oj-&Br0#&cVtM=uDQnc-
zFush*g3pYQ7e~RFM1}CrxQnCfx3!+dXS11afUX#rB;0YP(bf%|(OI(<swm<d(NQ-?
zmtK;L{KaI<r7D|oF@1b}k8dpnu>s=_<n8m#-@bzf;MCx{vCSJBf{`_t6fq?ZYCY8H
zCdwqN$-fx><4lYoOW3_N6UROv`}y-%s_`kb@>?K3F~u)XS~BUAJ^$vctVMUS+tvCA
z9YuQijD#M7{GUInC#pTNC56SJgA*8}MInI~%3{h@zGn}IhtFv=+58RU#9rV|%7LCD
zNqo2@#Q)u9gk!UaUR37nw68eQ|J&Zv(K~E6<<3S<td3!hyi-o=0izlg@4qcM_8s6)
z&NiNHAuR2D<9KqT?|zwG1nP@Fa^pWPLgpF!K1GXkjxt!#sVZXB>`!wg#w_0N*}U3P
zwAkwl@J}67bF10Eo^TC2SWjuV{}yep{pE(01yvSO78YJML3^cJ<$$En=p-aQK(kiX
zu)4WH8<MHwg9gIO>7+py>>UUwopY^{`WOpbg>ZzJh=AYx1aC^NY;48|3woahriP(a
z`o}pCISSCGDEcRlol#fZOVm$!r>wf%J@KEnNKME7lF;Qq%4<J#3TY9T86#IDpZ|I5
zZKHMG&Rfpc6e2#$K2H1uW&HHSNy83RnG=!?ZzwfVUF5YE9VuOz%HSP3BJ^}rq^;AO
z?h{jMUrHH&t?r2Sk)HM^^gQ}kPh_Su3#y$>AAd>qJ~+Z85h-4H_+DWb3${dEikX&B
zSiZZkDiwEiNHNHKZzl&7C=hXbWTTAvrN1|#f3~3HNcV}#Y8NwcC!wabyr<MJZ98Rp
zxmEf_+mmm|-d2O4T;|~tVdx)ZXHQ%3;j=Vtfy?AQs6DquHiEXFIjmt|mzIvPXU8+h
zKoo2!{p1DwMU}(T-LP4TkIYQ?s1q(jD(QSQ@BBv`$AAz*L@dcQrAyyX0_CUM5#p(9
z2d!hKURzP3{sJrst4|w{P}4}YfSXb#BC}aqRdQR%Xr`1!gP}agZ{}Z>!Z{PhxE=8#
zDK(bKc<tGt%jM<7bbWH~yhWAekR@Msx%`OB#`J`P6_45EAm)9}_~(206JAb^SOb)8
zhxt`SO-1I`v&SdM+J&IBj0*cafjM!9eQSc1@d#E>zyd#FBOu`u+Esn^)q_T02d2)k
zVSk>aH_)ye#qMR2VMT$51s^Gmrt1Emz)Un7)8L|gJi&XcN|?~`*6E?JTWd@FG4l-$
zbDEK{%%*8n!1m2}LdMN_4P*!5Ob*HRjnNNEO#5V3TQ{@e4DFdc%U)l#U+zB=W_i3L
z5^C~)?<<mesj$6>K5BLn-=o*?z_9{9=Q~)qcvkLR6w6kA`#A4?%`LlkHu|XQx~JFd
z&GhPZ>N}SAUE)TYuUm5av(&?Ri=O*^lX1{TWu*_!fzbUVj+VunvNWcoE|+mpeokRI
zBlU*{JHQa2D4;tzcCw&h_Ok#TIj$FknsfHXJVzT8a<X@`fqsM|`@fe#;I_+qzmm~R
zu%d7FHV;;X0uqS_^$L6e=#%%yzwgoO%QMb9#C_xGvy?xg4X;e#D@d4vPeaxGBJ2&$
z<?k-4Bpn~i{3B%reYwC?Nn6Vr)pI-_NE8essY79<4djsvT#qE0K9_=}h|7wqqwI?H
z39gEs(Bn5*%^C#~Aj$?bZEve|O8xp*L%PH#?E*qQ`HIuuHjqf}p8g3Set6Bbe64zS
zk)3g}_IPHsq+g<pa_+=nh{=D|e&}&<YM~T_>vQeT_OLUIX7{jDa5EtgyOw5nkN3Db
zecTK3_h4bVQ3NFr*Fjze+><Ro7@p(>twujC@5Ix)5|b25(X}U}z(jKp*qE)ypITtd
z<YK@~p6XLb<6djZI&9Swdp}1n78&YH@7H36RccU&{4MnKG*N%r*#tVRrSJE=;qJ1o
zalZrEaaEqYuSs($aBWMDH)5W9?W=uXuFws=-t9G(aidPpNzm*%xMBl81N`MOT{Hkv
z-lM+SjD_`ZqT%z<>K_5U^;{8+p6{*a7_P&b$`GJy?<I$gk_$vd>pz-~PR!0f+{<gM
z{pM)*HH4tet|H!%-OcVh&hu4t>QB=-VM&}hwd@N)NfdpKRP?UOkgFcTLmg*VA6Xx6
z#_W2MTSb&#*8J{s@9y&Vr7ic`c<!^)MF{gHN7!p!R-~*=RK)*iKJxOpF=<%upy6C!
zJNA9)?{lfI1ur}YMJSi?kP||S19ev(V|IDG-dy``s$@P?yZ>1Lb?NV=Z*u8{oog<K
z#<rY)S~}~xoNGK1UOKa|?`5^Wef8ABgUe>LHw2{Vc#mN2suR+Rz1%<Qx;$=0Nm*u(
z641CB_q#OGdmN92B};B`))~*{8dRA0`0Ncth<9vF=blnpFbnklxe`g8oI;uIK;6_{
zPKuACt4BkyY|Qr_TI~29%VB(=!4&A}uSp)8MOL9K{X3`Vyy`Y^-(iwQq5ULfB|!6j
zg_V0VVPDyE5yTrAg7o=Z*a!AqvhwVrE`a3<&A@rarm_#Kyzf#dXZ1lH>Pj2Kv+h8m
zP+`I}P@H^scJBBvsCyc~)rv*~Jv^>FHPc*gRxBNnH`3&Ri{7l~w36%#xicv|#BQ&5
zU6=QIuXuCDl-i~ZrYuCR>PF6%7XJyc-&kj>VN?B56yoOX-*S$d)90`AP;paX@5wl0
z0I>Ms_m70ff>+p6obtsel6SjxjaMybcHWOVB;He1S_nd+4jl4E0?qq}v!mWngXmbF
zQ<%pk)G&OO?8=9v{>uN)c#vVVC|dn79wO5f!|owc6P7l1PhkMB)?Cko-l4`c-kJNr
zg~&fG_X~Oqf!e;uwyZ1Pjle6q=@oB9efBgfdi$UcteLm`NJFcEScaFF4A6aF?)#0&
zQ^_3Q=N=;^$`l1acB0xw0g0B;s(yjgU+A$E+Pmt1g8v5I>+RUPZxCAZfM`(i8wx#n
zNKAH<H^^1`+ySvOxFFEGDBNtkzpv=?zrDLh!fby*jv&^nyd(4ZQ_A&c_}U<p5o8z`
zY2fF;*&r3u#rJT7_ovq#cKNu;%fA=nna<QjOWyh<$5$W2(0k0kdr0y2na@qzz2kVD
zVGkl^kGTlSX(0Z!C@_Lea(H-}U;HbnAM3-Ff95wDK}Q@xCwqL!huQr?x=HA@3yJd_
zEBAfAP_MG4UZ`TLBi2uC(Xu_KYoake;+)&g9_|Yo@{SBe!MDdZ2k$-LIR;U)BxtX$
ziI@F{5f00%72=o9Ad`{v*+1(3UW6LZvwpqVtN0Wj%p5Nh{8>X6UIo8Nv&K3n!H31g
zm~O%8=#DYZv8t~hoDYMl&Y}rnok3*Xk}D^O#slx=^(|Z9!~5f7YrUIY=Jn1^_q7SG
z%&5u74V_oeQ|Q{dCRxN@;ayPGZ5|-V$QrOd&CD1Rzhm_qScO{E)iE@j-muA)^@#xD
zrr*M0mxio6{_#>K^WFz3)F2GnVoAQ_1utlP7}$NO(Mlp2?Mrsdz3b4jmkI4Up|9w6
z)hNaG{&HyX$kpbd@uES`i5C!gycU=&@oBoEUikU-z@Z9_tU`Mdmtp92=^dBeRj-M|
z4gG3V?Bm@>pPfm<&XiHKn%5SOm-3BgNm#Ioha3}!VfwKib;Zmu#pS!=;+C$OI_R#T
z-eV86ixF!yUF`EgVC~{p_KXn*F1n2QZ=+rup5h&4q@2)#3t!HR$f+x<#apu;V^;e1
zR;{q!zP<vo@G?qyRetzJ;u~V(XTQ^Ef`q8<gzIQtXIjoBpC0EbJ-9)lHA<%0G$mKO
z?-`g0BDGz4|8_MF(@zIg^kf*`dbZpxUa$Kub2J6cT@rxI)6o|x>lrWV1tY+-^<^69
z)7JPv5^|^qw^{lEL7Ot9y`dp=e+2qyEp(raaML}>y3YI-`$H&Pw?goR?6VO4ulFj&
zwfA<x<Zx~ULAXZg{mQk&X>LsgQ};~u1G8c;t0520D!e0f>!MvcEGq<fJ)N@e<KxO|
zCDUJWX$_acLllFuN*>G(S?}B-%Mz^ylC1_~$@6E%Rbjcg6lz}Tri(Aeg$Ru^SRy%T
z2<;}tQwinat;SVz@lV@lOq8c9??^_>aYxMAxIz=}TRE82c~nCFqTSFWN$)N4aaUPR
z8`?D~oXp1>lM<L~il%9?8h(m3cV51Ii?2M%E)J|#&Lzqf+xDBTYqrLD_gXI%3&(Zu
znlAY<RQ6<mO|hezU3^NEY7;z!E??L5+D7QKp;3tvj4g6O6=R}CmvjIb=$7kkt7*aI
zxX_=lYp6M{G+33tyYD}&kw~OMrAtB^-26)G-RMk7p>B)YV~ivH$(3k6bYz7d4^1k8
z%3He)QvvlibF$1k=>$x7@ci7l*mM&mtNPz&)DU(>y;vbXnB++}js?uVq6xbMF-Jv}
zH@cbLPxi~6vGpp+y@t@sU$-1)`$|KrE9yyo)b*}C!B-yQ7hYBGE4Z2-t(pl9;5lQG
zMN<Tz`E?t6$dREGU1&~hB$naHG73d^UOOd)MyXZ+K(CqFzbyA+Bk>}a$*_E!@y_aP
zm{c@uRHQy*;>25Et`8p=kd{+Wc$$i%&hvwo*?rHaov`viW0TI+GdNj$wW04t-rt7p
z-J|XG5k-sM86gWRl%;^s)=1Io_8E40;Y_bE<DtEI^Cnf3qRz1IP;YUacvs24b@5{a
z<qw$;uU@^fy?g-9j)COLS5QzeW?*0dQ@?v#{xZ<&<B!$IBG0vZ;G{3TT4509FJF)V
z2K&b(8Fcmq(n!4bRq|SxACX8oPY(kWf9ie2Q=&_%rrEke!$F%)ApUPFaS6&>%hvAr
z)`_g!#HRo`l*o@4=Y?ZGwCqdh&X$W34n{YZ&CVK#VbpE+9cDE^bQX{)g6Fa-KdyX`
zO@0?+A}1&3BBnXVE0ImTE<V-tE3ZlrcxO}IabqzN@Eo;Bc!c}&6%3`1c)WI)H$9Ks
zH~vyog=oMj8dsU*Y3(dncoU>9C<pi2QrwfQ@67JIidyZKY*nxN_3sbadPo-AC;H#|
z!dIV|N`xFH(Eu;qJ)`^)4<KTNeT+~l(+J{$p0^FPpx2S(Bu&1UYm+UQ$a}TRMfEE}
z92LEVq<ZUx`aeZq4u|6@yNjPi05wVs09vxuBfP_l?(tF=2<q!o_k0c)4PFB(V!TZw
z{rVLqCS?pvPVR-*Hvb6Z<<2&wFOQ2ZX)tdja!^VNKa#8_g_z*XUU9}fGy~{!4jiv{
z<C1=>FJg;(IlD>O*Tbu*4A{m^_nIZgt22tbTuN09Y*&g@n_R5-W6?xtix-Hq{ikfS
zE!@q((2wrXaMX-v&z^n6Lrcxf1a1lK+_(!e3vvD?ZHl|j>WFUxlmnn@Kzh13QHzZm
zy7Zp4PlZC~ZQby-{|Z*HmfYO44eUjTl3J0aO7=-g!>S)T^GLly%{=g|{>)@Ift{{}
z)}jTwhIlIJa^gD8H=9?KwPOZ$i@!6y##^VY8TVS;0cc3A6bW!7aSto@#OgY;UK!Rv
z?~A}mAFZAPoG3S&;j(n9@a%H*zXzv0AuG1La`F25;F^DX$94m?){{qK@sJZdO=n%F
zQ(ul+sPXfCg;Xeyot)eVF)pFqLiWapX2owGCYgj36ZKx8&HY>*%ZQ1C0}EnwU)_@K
zxV7cD8h|$7&#9@!A!u$O4p`IsEPMFxdLjpV8|u2N1fd)C&GZ(|f>$~fv$vkdn{@!~
z?h_XsVVd#jw8%mkBY`H2`)DY-xo$S~e$;togqh`iOuEOQ39Rbm)-SD!4fPDzuG_xu
zDVc(VCe_1*Z%}eCfzQu*q4uTyc?F&GSr>Sy#ea7cP&O5FdO8k5WtTRmj8XA-?6(-3
z$I~w-t?QI3W}mpMh@CwE14>yVde#Fs0~eEPUr>AK1Wa?s)MPAwj0iL?65{l<LM>&{
ztkPO4vr7l0iZzZ(`pVwDOk?P*5P@vt`PjDjObpTVJA}YpgX-5`Z2%4+Y(Cim4mYm%
zy?iaxpdmJrzigMUQIb1uiG+e)oQa!+=oo^3XRlqk8jZ9*g1JGmrjb}Q8NV@|vi<OT
zNA>fzrM6Cokr?{dszr+Aev>H(1T>^#mM>331YX^QlphX)$TCgwUmX57n7o@ZM06&g
z2_mu`G~an8dPE5IDbIcM+}Ft+*D0I9zry_aeprb4g)lRYtKbd?bv8Y7aJ^0$=947*
zFx@hZK8#9tgcp~Jlvw?y#?K+UQUIb3bh;g*0s@|NJ1(usZH8K3-COb~T^`@R`m0%g
zH+BwVE}L@CmU7#cM+LFFZwo^yV6o)PDAFit3P~zG&RvC5J9ARF+H7-AZO@-gr#+iq
zDr%pSuXcaSkuk!wmbz&6gyRQ!QqLw}EP-!hN^u{mQ~)&K)sG=FU}@{Rg;UaaD%6M`
zV}j-i|7|`%a{uluMK`6npxw7Ex>t6QmVD&7rxcQACDVgwas^iDA=FMx$`GrIQ4$11
z>ErO;aGK4^e9P%5^^^{i+ED1=kVs(Bro<)1L;Y7~NjfOGxN<Vt6C}DMnN=7*aAwZH
zaxY)L{B6t0*Lm~d=N2&1;hzA7iAT79AGPQx3|X+#tsh&YmY>AL;cyAs5m#NA5xHgT
zc5J&{I+mwHFK76v!)*?|x2n@2Ek<29baN>6w9_}3-TD+`@<XPet@p3OZFlA|P-S1m
z2CMy(6bb@X$b$U14~Q%*@8i(^JfH^Gv=B~j{OC_;A)SGn5{DMUnaD|9H|J+*-}O4S
zhNFRhOB!raI~PHS4#{VhYn0Fl0&}7v+=BrNLjQL-*!s4|;B)jkLv&Ft<bseMU8Y8*
zRKDvV=ibZL=!An!8JcntFTRW#5m`?XW>;U&1+dTlc>W##7_3Iuj6(?Q#m@iR?!L}O
zgqipE&Fv<d?Pv7WrXlP;M_k9X8<c7@T#JP%#ICtw7R*3HHSPc70{nD>imcOYvv4R+
z-jWQa>}`L0p*fmmjbNpzD0p6JmYA3bz$0MTAeql}fDKMX|Nq~bba*<qk#XbDLRT;0
z&Y(<VUn`kPwc#_#iv50d`(WUgVzoh6T|n&9zAe~tvRxOAX#;KP_m;uAU+2=&siYlV
z`T2PWMTLW5Fj!cg6#TEGGFbmVon+Pgz(-_ZqTAh3h9hy_-S!p7<v;fbynxWlJ!l_x
zKG0zr7s<uO!`XJuo_jk)ad(h>7(%EjO8F5YS0+#YIZ5+d<l>s3$2OS9f25WEFS<xv
zVEm_p!Tnk&ICVL0=OhKX5Jh^HP3M3GPESh4P>3@J>?_5X^kD7c;jr&ur@hpdqv>+R
z#P&Se*bL{wvm2ix=&Iz37DKmC1SMdvz&Aety%!I!4)}+dC{@J26^{l(UMn|T3+k2;
z>|OGvk5D81RQmWlQaofS<KQ3)_NK?!QTW`?iA>Ec&&#KLGA^Iv0^%P_T7LCuw%kx?
ztiWdI-cP5DfSQH|GC})Ssv}?g=S2b<w_z)9c6HbxazP`n3K&$tN5ZTcgUHNlTa~N(
ztwzv{NZL)s*-QZ=x2N>bbV6dRiW>1)I3D7((Bzuj8A*f`i!K-8>`&T%d|9?@Q1=0b
z26pF(ivaH9-*o^NmM{%ymuEgyLe!a=RqtCey+_x%L0SadEgK6Nyxe`Ec4U)1^rP$C
zmr0czeB5;{dU$iMrSnAAq<#N9GwoZt=8vIzn>wA;)YSgW_P+pNEWB#{@7W>@PI3&d
zLQI}55+p<GV!Hgq7Mmi94&8_W$44|X3dW7T+o0t3r8k#oFar>ev8AHirQG{3PptvF
zOh;|zYt)g_x2IpzQg$o}Sw6xRYa-3S9Zj=7TyWFK97a=v*CP3?G%8+s=a09~&Amxx
z(g*wewJ8J`|0l3>7^$-TH+l<82ADJR^_y`I<~8%mU+AbbZm+Z~4>o^oT#9rWuW*ud
z9%p5>WV@#<Ae>QQSWRN0c4`^#ZE~`T83aSGwzoS7LDmh60CGwtJO`YI*Q$Tz7OlP{
zj>u?Fgrc4WyHQU#6_Zd}wRZBTd+WbX4}+WNI{!Fg;L!v`xMu#q!RzeP@tLUw-8W2-
zMXu7$YaDIvSEylE?gpzOMt8X<cl;ec`i%BNowBcBaTwth4Atql)7x?*L+5BNV<1NR
zhQ&AJ<dP(Pfb*)<_7|EU{EOmJ(JUXbXLMYn)cROeh`YpmUq`z=8__@y`(~W^Q|+U%
zv=#Ocoov-F{$OLh&wTRn#@mgb|C?59tZCMUuE1Cuwm@%TiGoW%qP*8|I=$5jXmKu~
zi6{aHw{TfLd;*M6jMA+VU$)=kHEd`oazSyCbDR1`$Lm|%j!msjnQa>bBT|EY$@HhS
z29@FqlE1Uht7>ZWgQs*#Vg@AeiNE^?8S>x1@jD&n<*$NE+ZIO~mvRPhM^x4FhY28G
zwFivxA%z|~V;j_76CKoCxGPD^NEw^G`%gBFbyF3&zCc6rZuJ{-fH|cx;T{x5@mWRn
zna;ne`)x;+y_q*;>f&x%9zxJ`FNy8QU+cnKn}%(Ql<>BFFBP=1K|mZ@Cp0=qME7}f
z66XzoY}%(x_&LC&x+;3y=-621o%{{pEukJ;DUFxo$1o5vdGA&@4*Mcw?ZocVXDi}K
z;m5H2H`02aRirA%61LayOJX_)Y+`x>yve?alxFh&J8K9LpX^RUDsVHwCHTu&N`DjM
z;w|`G7XoFMSFV^<E}3o?`;1r?`K^s&7VsNA!f*A;`>z0Cer*a_stKE~z@0-c^dp~P
z+U7LNO}Vz9xaB8UT!Ecup7Cn9M6O=LFh>$coNMNXRj2`H|4UB<ev^0$aQ;j(%M@;e
z1aeZ0-7oIUFB)!ABp>k~Z*T5BoQ5Q#W@&!sF(0EK<)KJf1YWBmNi9mDp(d**e;GN~
zSlf6O+f$4TMGNYAvZ(-=R=`_$ffBB0+}C9^*FHm<0l4o04`>>fkTKvBN~ZrhHr-Qk
zNN=3{&Tb8ghIO+Eb;$R;i=<Su>8BewGJX%+sX&>IyT(GuBMJQ(ElR_SxArdcYI1a$
z-+`<msH7`R2VOI1SBvFEVn>E4jhayq(4)WBjPFJz^L7(xL+t3^JlrBq_Zb!6ixWHI
z<;ThK$g2KQ1zVxLi@+A|k5DWK`z=A7K^@9^m4O;HO~bO1*=>bP8rm9qC04Vn6K3}h
zhr>MEBWdrlAN6ew<)kjx|6Cb+qclh-n1+B}xqaT^VGi(dWTWCfI|Hb+D^0uSp=W;g
z4<0#Ng_oUF_WN1A29+El`;Lu*+fE$F6{z5r)|{@mxIqM0-${Qz$~w11lV0*4%5El^
z9g0}@9`q`$G<OP)7|J`ZA$tczv$w;3{$qsvG~-7+<9B;Y>cO-$U~Oez;o^@G@$V$q
zzOIeS$C|XT27D+GCTZCFFz5V*N5|=3WF~UpQYp1*Sg&`$-FPytH$P+2ATWtChtY~J
zZ+yy3rSo(LB?aq{&%SAlabYN)H^md{|KsW{prTx(w&4Lmz!4BZP$?0lLzHd_F=&wP
zt|6scK|rLGPC=z>XrvqIkZur$uAzs4?;g(ke*d@rwa#*#H7=i-=e~Dd``UX8zLDxd
zO6w|cEp+zmCTc#k?mVBit9q`HSNM%$YBzpA1w^L6O-L&Tn)SqGsIeZ2(n^M;LeoD5
z8r12Aw0G3q%4JcJ<FT$@p1&e=6T7r`FZzueB#`Em(lPX&UHs{f#FwgmKOs{iyWgJQ
zJEoIU6%jn(xm=GHE&+B#qu7&R>6M4eb*SgcSm$uQ_vzu~IQ6po!Vs%9AwiC@Y{?xg
z_xiSg)ZC(0$r-MF#KeG<cxEVdB)NYda+sd3E#jB%m%Xo2tOC0~>FW0UojRX|<{EQ9
zE1oYZbfvsj#S;zjmQNgwiMN*1$(75pN#R~H+;?O{ZteeN%hIUy{lXlv7dBti+KArh
z)D*w?_hsV0$kSC|F8nx*DerV-z`jLPJUu1^^EtbUbvW6{h4)>*^E3I=cG7n;86h$Q
zbp*M}WEn$t3zdG26pFXS1*wm@=`&lXa#`yAS@5jM=vbvgzPfL`OK>ge80i7S<D{D+
z)6O64ppGI@UJESOuU|>&iu`L`;V_#@dRGa!gpk=lZTfZ>Hw9B%LNJE0y}PdMw{(b-
zJ?~!Io~rx%k>&eVUn~RzvosP&l<DPa)V6&ttr~xh)OZbBno~j?sTKjd)cxP2U#I=c
z^yWD!FS@vQx)>L29K1A}18^~75$(RXt5%f8a>?io;XE&l-fBLg(H0M_^0O6%ECk5r
zTUG#=V40n^?6V@+Kv5^4@`Jg>^vCDmw6iCC8nRK3Q~!htZL_B8I|}WxWKreqmqRO*
zx~Q@f^vUImZ8qh9;fD-KQc`xNxBo~U`;l5{CikClAb84M0TLvT2UjaU$;6~kVWgK4
z#k?vYxsSm1lVs;xm48*pXXE~_#!t5J9g{N8Mt`(5wiS7)cq%P#Xm-0syi|pRIF$RV
z@rT8Z`!v%RI8#=XpZ7r|3rvsTQ`x+CZ!rJgwgX(Hnq{Nr-(FQqam>m6n;5bD8E%Ds
zKlS=EOLKXC6MZ3RJ7jpBf5gg)r&JeGu0=+t0KIP`zr;`4D09o_>2>ns$~er^m%@Dg
z^m@yx>ATA9ndbU|YL6t@U?xAsB3yB#gWQDz=bci%GIwL=)u@iJ9PzNWNeHLjRb5t~
z<86rv<F(7S{7LwQw<B9DW!5wQ+96H60Eh&5sH*{hJlgx~1XZT3D3`-umk+(9YL^h<
zNKk-&*M)UUo(AN)sElbXhfMJ@<#VK1=O<P^9m;zn{@-DS4u*fjJPx8q8q)rDDL)(5
z_eac3C|v2y=aA%}Tw_&<xLux}cp>>1g8YOrEtbQ1U#F_xilmnkSj;~O-n@Q2seJvC
z*D@G*XFBNLdUpEDTs29!ru0_^X7Vr)y;HOGaTaAUOXITVvo|}KkoA=Z$$bz1!LrEn
z`L~P;sWR42<%eX-KddOM-;fxu{0#i{E2E$9`l)RS0lJujYugDe!fG>SIvXwa4FY*4
z24*zNw5ICB<OXE7Lb9CGK8caB_#4w<M0Jt>+d$@|HT~!1+#u?H71V=1X_QXL)%!9l
zH%5P3O1b#>hs^3F;|sUi4*n+t2Qmb{rSit>q%06vVZa!w&Q~L3L6TUpZ*T#ymZQcB
zLLCY4T2!5h->ta}H$tVJuq;Q3YAi={M4CJ+><c_J$x2Ym&P!4VEj(5idNTZy<xab5
z@_PZ*Z9l8e_hMHB9L_F7=>HdHz-W?WNDvcueC|6<UTzm-V{DLyfLBR;J}Ui=t0>Fr
zbHL9pt;a(6RafU%ozCGTcVDQovg0}>xC*QPC=$s_{R#V?n&m#%L?ZyIw|8Xs%Vqz|
zKd+w*!p?|5+`sNZRE@KC7E5{c5JM-YyCx<k)PnEc{!%$U@x9??GJ1e8spkG{ogX2P
zWt!vAsJ+&JexSG_y#0!Lq5Uturn1(j8}Z__D2_=ycqkm4&;Q&ph*$g>l*!B@RGs4=
zVxotxwo%Xe2=lVUpfje|U+a}Z_F9&(CX~EyHQI@P6nInmL1mRH{I~SzgU$`P{oHl2
zC=OnbI}EjCu<84o_#zzCZkd(WU}N@K|KG1*zw??*M(?q8Owf{SqAKs_On}Kn3BKDr
z5(3*T9!pzRCTZT=4!_ZZGJb1wn{<0h?L`iLNGYpIS_qD6_pc=5RrI>gj_{$d`<WP5
z2ULTKndJXH9r*04t$2ZmA>gRse{s}5Lf_uIh3jDV&XAQyT)~7r6wl#b(~AVlcl$~(
z(TA4u{81wxLvY6i->7bLv2irNMm5}StQt4c{CfNQlmD`Q<0_Nc-!9eY<7v3vtWbd_
z9NTNBhABdD^?u#ICtQ<5djG|_VJYn8>Fp!nq*mm4ZADS3^LYO1`9T1(;gN^`KCI2*
zvdSdqg%=&$@QkRRr2Vk$aOk#Iypk)kyuyF`SxUe)o!+4vX%K)8R(~V?pZ*ehECk@~
zh1+}6qr8x-eG_#a&&LXNg8P#Bm&->KrUUB#=bKZjm6$;i_<hLo`)t}>=55jM&lRn|
zGK4JOFI3NO4Zrn>)aVDZBpu7b_ikSSt2Ik1Q3w1tj*hId);NzM{N3M3R}|8F2F%&e
zx9_T{8*XoqI*tVtHzR|Owbsu5yEtLG&9TBB>Axci!h{-nF89Rt0*FnQ)?rn%pIkP_
z`cS@p$7ShspC5xz0HA$R#G+&x20kvXvs6oIUOUarc(fwBJ|q||3_98zALtR1-0C-#
zwEk+Ud^y>kS)&xz{`f1ypP6i+lK>V4HK3jh>mHEJfEo$+n-T*L`#S4CB<|b8@yk)&
zSj_EDct#kfEPsTPNeH3mV{)cmepa6Xp^uT(vygd85u9wodNQsSEM`UWr-EVu)`dwm
z7Tf>r2PNkRFsiUW3(08P$UQdo1#pV3S{A9J@P0`!X5kBmPUS+6!R51t%cJ6Dy<JZY
zhk71)$HO7nW$@|2ha(vv!wGDd-arM=o0%rLetxvM|AC?o!sXr!tu*KioM;aT$b~k5
zg3Y~BdrsB<SnHNtbiZ+yXd=j}EGu-FI|z<Bwu3M~vY1BbE)%EVLoRBe+cw<;opbH?
zG}SdfywUBD(CsK~xpVybxUG2wz4y7f)$w9MS-@@$|01|MfLQ}Naky3HzM5#UH$8vJ
zhY|$88xH3NVc1WrsZrW%C4&pN@6;e5j}o9ReM!93o9sB?V1cC*IG!+Z9FgZ=%r`)@
z(s-`XL7HCRQ3qBv92IKTI6V<N`=hut=e65DRbf-sFzb!%(-Mx?_hgy7Jg&Nt;53=$
zxsj_`YDy3xw81>%b21AZ^8;U3%e6UPJfQDkya7(bu^E@b_Nt!%9u}<`;`@~Wz<`t3
zoSf|mo8_a{F8|bVqweLEZf~7{*9^O<zG%1=*;l9xHdeMcgZAsHyad}(r4Z<S<`{0W
zShz*qZB+b8$0JtYT-qE1&GUm^Rs_6vdPe%@8^enl-Iu@#0Tjp=lvxs`;$#fOiT-={
z%@Pmf>WmqidO?Cq>Y3?i-aCP<l2(UKYPW@wR-zja+o^JblX*XJ^&;KS+MVBQI$%TL
zKszD-j6Z+<x;(@`*}maHI%)<12HEWW9<L{|_u16hPu=y#<Dd6_-Y>9xTjcU|S@ZY%
zb=L>Mm`Lp7XuigBgz!$6^j|PTiNI~f5l_8XpV087bUm_P818vwjrj+{m93InZ47fp
z0I(NsSxxR^1Q-mE`OmK>g>=8?0p-;%b`y{sdC$rPJl`uUX_#T8CBZQ}mkgN<2rDeJ
zVPxNO|6&!oLbuf^fsTZ~ywT@M8f4i`XoIq=(AMe>FfR+WuK4`&2NnbXYQUj&`Kq(V
z_F8QkTw7k_aU&oKnpJkxH0}!lMVTs9v#yl>B|0t{n49N=O~s&n7K12^uh1vE+Pihg
z{?;D-<7aC5?=CJ7;+?0b0t%u>YBP?V)L;^6$2|?*0D%a{<4KF<fvbxF$8kNk#iL?B
zv@7L*CnCaq&tF=NZdKxI77GBVGMT$Sze-fH%KTBI$ic)KJdE^Q#o>jI>V9YZjV-Y?
zjMugv<34T6Go+ARnLECjXt*)`l)|=Nf7hXHN&w(g+}zv&i;G4Oi5lIGrX~o$fscg|
zUa>jXu{a#*ypfx2F3I{dmdyniN$_@f&*+YtZV=Ddp*_G~l_1i*`hU+s4NfJgoVw^v
zcibAoP`iz^7U@2GUm2P|5mN4Ll?@n!s)bI~sP!V4c&*)qN%JPc2|{!8HHzaxSlg&x
z$w7GGG3{@illUHn%h^_}tP<fy5hUq4+>%(;<;`aE?`=*Zs8UW^F@*7EO#zH*vJz5S
zDX0f&ZLtS1mqW3FoZNTqLRSF`AiE&a_@(lPs-R)_zpFuDu0~+He8gcIR%OODfU&B)
zHe;q4m(cd#E}MIUQpAhZ%MqJ4XdqC;{4)+Wd=G!nE`}LgJcbxHqK{ki-sQg^0jFVH
zyVU*{7}&Sc_rmTzcRx@xd}G2+c1y1!^ZbdzSDdDp`&LWFHM;$6GNd%npcXX}mb;4b
zcVIxgs;0F*Lp}y+C_FIyz)TTR%2%jolN==9<F}Doax8|hUTM)_#HpHw{k7)(5)onC
z6UTvZMtpWNAx!DscNImC$b3=L^Twv8I2GE3Z0!NpUSk5D;yPtjz1IRQTT*FK^Zi@a
zF9Zd8*#ss?JNEI8vuhUp1!Y$6E7W{v^4uX~-C3V~hq5g7=(sB)#hJ*i;mjO-AC=b@
z9OAzmDNX}%Sc%oh1ni*JPlVNLnPDZ4%N@Auwcxv&HGS3S)%@Rtq!NxH<bK%lB?AIs
z&iH1|sP+GZd==U<h3Zn*1$SA1`MEo$=F~(bc#X8ZGVCz2PUSHgNy%h%n(}1So^s+!
znR1%OgO;XX`=9g}q11J|7aV-kUXd%-m&J?_0ZWU4qn3bRU+3yC!CgA#C;9gpm)2Mm
z(*Ad)D7blF5)obOJU_`%l1))FEqaKyFaNpA`tUChHfz><@?wnYGJ4m~Z+;pqm%R(j
z6P5n?aJ>00;qBWC=~rjz`)Mb2co<&`CcrsjR5RV@II&6$13=IiXm-ybadQGEqD!#8
z{TMlO8@t?c^F4a@GHLzmk5$wY&%I_mRZ<QPSyth<VeQ7j5>^>V#u#nR5fF`lDiF88
zcU3Agi+q=alRp_3V)gz6rIlhPs6A}9u)37xib>nY@*}pktLnV`wqF@0Pl3X%4s!r@
z1?AiW4A6}auWhkP2eH~qS=oI&+G6t_+UixA>0h*4uk_%??R8-oXtb^93xzVR-^D(l
z_ujcGBvCaukZtVpZCvz;-CF!%B{(b>$fQVB(a1486TC95$hdp4fk1<wr;^LV#La8I
zKb(^O`s@3UK=y|RcmXm>{i52O@y{2d^->De*+}(aH55v)JB%q)rb$O*$A7qN#u=M^
zov!+Zy74|Z!<{^_D8(sC9s*Nk?~A0oI3I89=m@8TTa7T<PL|?gz&YUp|No$zZD?3_
zGQWKXP&C)~@tD9p^+Qz1t?yDIX3FnEf?6K8+f+PcWMq8G$A@8ZfEgjC#lYW!`nYMv
z8DL_Jpc7#C)~~^MPo?jD^hS%(L2q}7wps7WaE=(m6GFeQuKrtkH`7p&nq@VnH5X6V
zrVD5M>huP(`4+C(D=jxY7pD`zIvtUkN4{haOLn*YfB~f)+FmNhtSFSg0H=T(jEMs$
z<5crSAfi^<RMZ6%Nd-<cBqaO>0qK81=q%<lR{?!#^l*H`U-%5gca?-jP3BBy$wKv3
zz{L%wv1ELON<AtsWVtO)5uXQeGr81o9EsqjKQ$_o6;^&__a{NM>z0^fkqRk~yk>=i
zXMd|UYpl>go+n;GjmRX2^@jqq9ojrNk07V=%QTV&Pm^plQ_GjLfP?fahF;L8SfSll
zSwWQ#fUx#jP2E_V>!{q=NE2=x1iV4uoff0V8=*{T_jS#UH#SD|0dV2L^!YJhSzzqO
zsC5M!wpcOE*XWZ=Z^QLmNH1#^BcoX5Gz`?sic-=u>V8pO4j5;LemPEa@u&VZS7<G+
zrD+-v!xWeLvyQW>ZyCPLAw4gxtiReWuVYU1PQk<QF<V%%ep^K&6BCoL3Qa<SwTCf`
zNXtL2`acv0bJ=HsdO7tt!-aj(tkU8DVqrI(KYadO^}d-NyCT~%3_)7VyBh6)H}UI_
zyW=R%ABNYZb-yGKkG9=Z-*eDjUsP#Qf~6z_MRw^)QlEL8{phhhZhnEiH$-lb7e3ym
zN3H@hU`&|uT9rQfW{xi9>owYhbyeyCCeDG_e<hXzadV2wLmWOl##_N{X4gRs=8urV
z3<F2C$9bCg;JJ*M=Va+w<13;0pZx4~KFb9eipHoCy5BW?d4Hu_GsQk8^;_MS)bH$<
zjya8?S&WiSL#(cmPO_l<!N~4}tGSC^;p6P9LCOkioGA*;Yak@I_gQ42J>GS0IH(q4
zj2nh(>M-u{JtPE|VJ=y+qE>N{*Dw*EH$(9M{Tw|&wF&}~|0O)!#nR=bY_L}uLvfkt
zd+w1(92VBE<m5HI|3$g=psjieC+;Gi!FV2qWa9r)$t@dNzvB&Ij_*li8=ZR2#OTj1
zC#JSNC#^dzj<CixZ<FJcFf%S*F)+g#JMR!w@=5T`AC&~=8kp5UV`w|#sjqsr{9XlL
z!Myh)Ig!dsty;dymp=l)FNx_{=^Yh%`qW=CBWgv%EWRM{niTS1q6sep^dx{NKNS*6
zvI>!?%329hQ_S&I4k;Y!mdq?%4<*+dV2GptE4kPw1EO>S{~$>^FRs^Ldnf;7G6w%c
zJ@s?;b;=P9E>7-RgNi2ZJ$#tLGRdyOmn;veViAW}Gg+Z<UH8v2@;@}e4#$p$wb-NJ
z)WWe~_59fFbX>6azWXr%r?;AL{Xte?x*7ZC3BWaMX+duDmgGAb<l0SK|6y!_acLlO
zNo*c&^^8kosGmq;is*0uC8V(!TOr7m#Rw_A<4nZFFZ-lcjbp1pJ>NxbwA4k;a^=rc
zJm%mfl!J?NThez+lsO{%o>ysrLrxt9-?rN{SN0wJU-uTwR<l+dd=w0trX6T)8^>fx
z{k0@k9Q@MbN2P5^&CvugSypjwqtZHFT8pfl*sGBr|4aC;e;QPtOa}PRiBdCY-l+As
z(@0BQl+{C8VO6OQR%`WVUuKS{sBB=N1h7>yv)BoB;}e$PN@u3&ZP(Sj@+fzmajIWq
zd<gNQcbkQ<xiMjJ*sKzbvTNnRgg{E#^mDoxWO=DXPYV-5=17vAV#9dxZ{_nko$+HE
zSlOwKoe`&l*_la=f82JkD#Sgz$Zv&i@&8HlZ3zKLv3LP+l^2BET*RzTf4n&GEUQti
zs!T77&a#qy?@K20O7ja(M#OBKhtYNhwezJignH?TKWD%|;5Z;edDf>DwqifYzPT4$
z56-e-b%m}F#GVq?=vD75F^+(m_dYwSz5^vbPF-Tc7BI>l;T{Ez%k>~*R}{9YWZo~s
zk`;ER<gRY#Ue0$kA7QN~J*d>HxWWHxS@7v3d6MNZ!P5KpJojUFuFSWIC1hi&)<f%C
zPAPuhi4D!oI(s74EBf<RGJdB_7Q{5-HH7*D12m<8**Q&Z`qK#vmgF*~Tg2XRzIUQ@
z^}Kew-2Z-e*hagCYoTWq%Wga}p>#T~UCp&&>b?Li8?^cpg<#<u&9(apk9s2hs^tFN
zZ#b$@&o|4fNrfDbthP@r91>l|A}k403!om@80Tk<u-MQxTwTnkX}bnm6BBnm*0E~&
zLD>{^H3QD&=BtmBn{^9j1*!0?Y7XOd-709Iz41nQ9RD}3zb&YM2P9v^l(3$E$l%H{
zU1CMtSx|C!mOYpsix!A@t{lhF$hdD^E&ab-00$>l2oc)CF$!wtxF%|E!l~IWzcE`h
zR=J%_UAg+b!g0EiZ%8aSpQFr!jXZ2pM9WX!a^;Q>*Q(RpJDc&<_DepJQT9&tkZv3;
zo9U^4%Y6~1Ts+hJJTEF$a!o(f44id$_70?Cq}P?$oaSX!_HO=ggvdEYkTrFGZj<}t
zhX@hc8lPm&+L-`E?#GWGAV4g$mee0dDlcSlB<&;wN2VB9-t8ay6Y+|?%ioR(i$WjU
zJSDD<GkAO&m#3CitG67MKgtT&9E=lyxgvLQsGvwnT9`g(X63UObqKQlCrX~3PoBCo
zZ5etn6}s(ei=$sRIa^9H1|OjuywdLmRF%0(wv;v#8Ifv!V^~k3pX;CE&xkv*5_H~f
zf6NVCPZ{U^XSnihDy$%*5!o+@F}_>wTj&18k#*l5$*W%MA+L<^j#V%gZaR$iayG1N
ze!NhpY9V9H7(p+u3ZiA(xjMnOg@W-gWM;Zgw^Ac@G38_X$+495O8J(@@ihd%BdmTk
zjn5<2v*7<#L%Z$fs#f}{hhn;b&l%W_WjQsTA)+-h&&?xGjX7MuN7dE${N<#1m4}HU
znvFBu(x%)6#94yTUR7+hVA-yY-SW*WJ2}n4e@CY{i)W=rb*NaV3S7VzR>Ew9G%{Iq
zv8@^Cu~xiUCt$1aZki(7y-OIcZf(Q)@Sw&RNuix)(MS&Nr){ixoch>sl!j*d=%(Kl
zaQT=tBQkQgN&i|*Wt)e(jZd1TfqTC7edI~^Z~5YMI!(8feB^r@>A$`>V>oN%0~7Ey
zWR{a%f0U)Ahq$~nZ*$n}SN16nqY{<e_wNS-MYsk_1+08{!P}7&*6gy+>=Qx|`U@p)
zX?Wxzu$s{J6vk%VRQ0;BAZf#w3FXNoM2ISQsejM1*-*@EMP1=hVrN^WCFii2Ga^#B
zN{gLb_@Lg?ab|T&+{4)MFZ6c?T9eY1W<Lc!JtmwZ)lwjSnKA#Q0i#w%TLA_4=z(pS
zbdk?h+X$I~+u-Yrb7o>NaJW~qIXC<?G!q|G(t5&@vda$X^;Zi`#(#({c~rV07m&_2
zm5LLSU74w&@6_w(T+M|Sm3$!7J96Y$@{f>4Ybk7D!gi?2l@vU(H8Lrf4*BS*4>?-y
zZ$)~_w^53gXPvl+7Zn#dO)<m$*v}9)hS9NlDZp?V9Rp_R4}sXe^icTRlkOsYE*|Zv
z8`D*=0b~z$4mFhXz1f~)8FxuSuQ4BVD1+zLSi`_dH@^;@ktoC0X{xhB0`E&l;S`|{
zv-vY_3M>oa()##BXfkk@<n-QzhD*7>w4Q;iq4S25xfdb_6u|)<GANSfURW|fDgKM1
zA!~dk55%m!iyppZuK!ulb82aK)iCZip*v}BaF_I<yc|1-7|MnpaxX^WzD*B{krAWK
z>uZmaQv=C005~8~p)O)4%>K61pl%FqLpPnu&YlzB{$$0$)45lBI&S*!l(9zcZt;rx
z3cPf!E5mNvRhVtBt>qEZv>8PnK|Lcxdz!H*iIPlWOt#;#yS;1+r|j%t9mkzUk|~-x
z67bM+)qXoEOeDxZItr?-EBVtIqe|iMFxaVPX0hB1k4-qaep>L~s|uef-_wo(X(yZb
zPQ&fVivzv}|FJRe!Rtigo^OuMby*&iwQFfUOn+2ivs_>7iXOb7gHdgE-@0abcKu<V
z_Bak5uxV;IgAP0O;oZ%5WvQg>?w&8^4ym61392*;?@mSv{GOfy1a<10%_7ybuR#va
znIb4R`;g_DKBX7&Zr8X1YE3(A@0Yw_L0!_HG-&qtF=CDf4@Z$f_z6e>SBWZCwhsU4
zX0bD4KVP(_^6bZ^o@Yo%{u|~t=VP<!WT!=XwB=v+EoR*8NeT)yz~YEIcOL|t2)=<e
ziqWzNi=W~A6RF^n)hDakzHp+g96&Z@x&T_1WouaUWosJ(E39hlQ+Qvt&BF2kBE6zH
zLQOcnfSCO=Qm~bCibtLsL}|^<&Flq3h+qt8?RpQuUw~CAYxMfEA4$=cQk=FwPDqz=
z?cu{{N3a;OIPJi}0J2R-M@MO0wMR+i^85+R6aB{^GAWeXp0crl|K?Lrs>E=}V&8!O
zd}P(1NVr`px=LfO-E!o|V}ZIKm%7vtdd=fVINvJG|4U(7N~HsNwhte*HX}8c%%^z1
zy);|70tHiYny5b0b#i308a79ze!DbXKqm<FZE7`ct$vt|v`TVS<1-o0p}6dYZL|&-
z$`kdNWaq$4kUNS`#qC8b*wsDZDFax-t26uxgiSt37Ko;IrI_Y49eli>K>Wlzf?L13
za{EkV#W`%i#_M|%f;&5~1X-TW^Z=t45p5I^rMn`28SBONUl|fdt-8mlz~_Mz=%=$U
zus4>TTwC?q#Kb=UdL(U(3f`lOx8{;G&UcGHcl8SWl~Gx*I$B;U!aaJz0>_H)Ss_yH
zf_`O`NW2k=bkmk~_ZKnLiHuKX1}r&Y$*IZN&c(G#;+-&9Pfr1i(=sMrJOI^?ot(}<
z{#O!>Pfg}KPz7r#<$B-Vqt#}<IC&C{j7WOarEo{#K@+FKCM6=Xq9LiIHy5kUp_?gH
z{N>hQ#mPi8Rnl{=;d2qVx2;rA_35cLC7ngNIG!LHLd#F?xm{OPPGL@8g)T!*3{*&C
zB6Q&!$4z6p*{;+b<8M7CTx8akh7FLX!5P=@U9V($wUn)2yj+7wYyJ1nG&rJ*q^GRr
zE3%)kA?|R=a;@HXYQ;COlAqo*DNB!~Kyv#@Ws}AWyx(l?$xmY#UdL7a4c0(;XOA@y
zH=E-o;2CcxA_K-(4zZfPoLcbX@<}+mt`hitqFzwRjUgzVvDhT`k1&=O$)Jn>Nf5v&
z?UccsOvxEy>K+h<`(j$QMt5hTYI{B`N-W49m`V@Z-NeB^K1X)?G&ibRGc!V`MGVFo
zenpmO%n3FDD{AW{o4X55cS}iX9*C#V6-{XzbwYkh`>?lPWinv$ujEtID=v)UGaRRm
z+VWv=P0#wd=vLOlI}`Q;#KY)kSNsNS81HU;LO<}GksJ@eyqHkz!Gm?D%uh3!blkj$
zUTfNaixEHakZZCIN1M*?--F-i!I2DkzBn}Z5c(*AGRE0KdoAvr%gP-Ot~X97avE|c
z$&!)5;P=^9Nd(!94vA8OIB%fo7K@{SZ^`}T3(CxNFa8jTA!f?WbpLjLR?(u-5{tI&
zUA<LNa}c}ZajA8`;)vs4#B7zmcjXD1@QWfrQ@=qnh1aAb&HejpLb(M^v5kTUe#s#=
z&OPmLTTa+K<I+Kb_kn>;dSrMiJ)P`R;kO>bV)`jbEn$;<>HtO)jzd|pFc&x^g$FsG
zP2KmVWAlMy!Zdt=H?0kkz2Q@v*nj<KrxY7L5ft`J_pW6AXBLP<bHd_55(*rM2mtMC
z?1uEQO^cC_52NO<(wMT&LvkjiwdNvFy;E9TcS*Aaex@4@bwOV<GHV;FPt%3vFg{AW
z-?bDkk3$jjjDl7%24;~l5jPIpE@M(6v*m{e*+hm$(Ru|`H1;TqlgG96z--1D+)f~Q
zdG;t_WGGOdl&!wYy1NS9$K+ox5Shb)B+?><!y0V$HE*x(dvzAgXQ!&oaJg2VE4hj@
zl9r+!7fHufd$XOpoH>J4DE9<v21GQrL_lIp9bu(2AL!5%uz|ZD6(tPXKR`kP%;Q$d
zLIbkWwPC`0{|0EsxMSR~@Lt+`wu2&wt~q9(xFL2|4I>=rOs|=CP(lR}ItJR&&>j@w
zXSJvF9Dsh$fE}b1cx)podOYuM`hn?^W~<v=e`*C*TND_XwUj>q@3nGy!yHG(pt{p3
zuhd~pc)(7hF-`EkhXlLaCut#~(UVMiMVgbzKp|n4f>O~i=dp;RKeWsWMuz;fDJB6@
z8-S1>QBy)5)?6vxPtv_?gvSi^Z^$8qeh_1yJMV;@*JZIwIQbEhJHqsQ9~+^KvboaP
zyl3hKl9)u!8<Lx7^6uL@!|XJnv;1_i?Ox>VXIKG8<GMMk1;_n{{lvyTWys!P#R(5~
zWpL+hV=d!qmoMo2BX*|-NnIO=7Iq)MRV6zY>ywJO=1hmQhgvzgZcp@lA1AI$YozIO
z&gvhdNye9dYXYwV26HQ!mvW5CE4pMkGVIl)3_rAx@l>-l_RTMorpj=)7YFU48bVb>
zs6i|8IZ0A0qjB5Dl^cl^$ApiB*ZAP%4X~E1@NsF*O;Q9^g-;oz+fJ=N@(*4_yZT!K
zLz8`<ayaVaj<bW4@{|0CPGkqN3E8t_<d<1?V?6(m{mwJ*kq#!)wFD=F)9T6j3*kum
zaw6e?Gy7de-k}-Y@;GFR-CZ=E=;4cs{lEhPglHc=!4P{M0E%K_Rl&PUi#wF#8U(Kp
z{JN;O-`yV=JTXiQ*=VFhS6-7sL8L`tm6WNHYZxhdEJ4)?II(Mk-@Id-n7b#c5LM6J
zb@b<pI}`NRQ%mW77+Kn8<$IJFIvA`zx*aNUi9H3?rK4aGR)p#F{8@pbPJfoCC=Op8
zk|Ivx`5)A!gWNdOoKI|5!AzDpte$<s(V$+%u7!#gLQWQtn3C<mL?|pXNn*7LztguH
zbjv)E8G&5z+@CyOM@-kgJUc}Zf1(YhrQ8imt({?vOm82nJ6nZ2G)|KA7z<=;FA(3a
zYJSWC&CowR>9-O0y%HOs7Z=&<91@GX`wj%fPcNG*u6+Aj4gC5li6J^i)C^eH>TkTS
z!cGo<zdpPr1P52U&dhE&HD4yWH!z|qlChGNn&3Ox!(ef<TS>eiRbNm)JP_}Xov@dq
z{u}bfQ+v{5P1Dkdl2`2?eg<VY->)LZLtq6S1Gb}rD(y@AO}K;^npftx8mkLgYN?MW
ze7vQDV{4wOkp28zq(n@PN`kTSlWv)WMRkKX9c(K_vZ-xykYE}2m3Sjx)#}(GQ{*rA
zg>QYIefCdn4N`pl5gmw@mHh*h2wo*uGG2OSQ&lq&rQdVQ&I$Y7AfqcfqF)kwC6+ru
z%OY55sJ?XWWc#;-MxEXEfIV)!-#Tx@o_5TpU24NyynP3)D~&x%JSj!;5aS*17>{?B
zhk;f>hSwi3u#z$BCX2qRk;$ZO|8SjIy|kJ__GJEUJyk9h$6UUjG8vtbax|{Et6|b~
zG&0y}PA%<zqw4gSwCe6snU7{O>+V=N+L^gd9zy)p+1_dXtO?W}-q+~V_>C!$$=AH|
z*->z9^n4NLECa|_1?duQnpM=MyGo`Rqvw5@=FB2<=f>!x&ads#sAL%nKc|U5t^E28
zIWhI#G}_Z*3=KNnIL;kYDaq9^pYp@I?7zux;Q~s#Yi}bplXLvkewAQ_SlQFw&Zy42
zLT+2`XEE4uUa_jeftPe8ViWGCBKyQdnx<8*Ft42(6nh6K5H-T9*H%QfWu;ewJ&tF4
zPIvFjGaAsJ;>COP9uF#GPDgU<TzW{YK2h{!h7^oA#^}W7yQ?;`etL;aSqDP5tNI+I
z-Sx$5!t3x0U2A9K@7pklFq2dJ(DZ_$$YK_BCG#Ivu=JCj<v*NncgK)K^1F4W%0sp2
zEkiIp8^Kfl`rn`%5!MM25pB}Im=U==Y(9k|7LlpTX@S?-u@t7gKXbZlxXi;;z%^(3
z;W@(3EV{oEjxNcc0DY~Q6Tf;RjL9EqDe(y)a>B!c)V=20TsFm_X_w}`wBlm@DcDUB
z27s-bVB;!;^mrg-AVuqtOiW&P=G+7;6WF*~ZBf(jBJ#PM;O#|rtrIZh+@fn+YHm=y
zxS_0{Rz=-9Z<awO;PJuY6%U~v;w%_}K34soGf8+^W!!!Xh|K=}{uX-h_Z<6!yS!TI
z>npkyJ}3F1hfY7RyQI~2e-ds}ByjSz8;5TPI!l!%{83OPAOD{)9oLBq`{0<7*-?j%
zZs^=F)9{su*^5ZxJHp&x9n?^)j39*CI4wM^ihn|^_d{;qFE^Sgcg;sg^a8e`_YY&(
zq!an5Kyg7uJCP38YN>lyjiXlAKb~8RG)dJPoezbYL2|L&wvMw^o$#vXv3>EkF=(Fd
zqrQI9G_S_g#>uj?l}6-P8GIknvd1|TwP)j3cBcn6y$^>;?pTR&xhwc2VcxWsyq;#k
z4(csWaaS1a^5LpKiSTOSZzCq)0@ji#OPoXRHxH?*6mNpN&)AeC3#HU2X?wo%R~x>?
zT0VcvnjcQ-9>ydHo8EY)+#jsr)gC|2Z^0O>l3el*<d=6F4^S&kf~5RX_sr@gtj=Bw
zZY7=|s!X_}a8<-#(*@^KKb>n(V+Bh;?f{|%wahPDeNf$Za&&6cbYK41w|sPFTrc%a
zYCvAvjBX}^gcgtH8!<(d$rAL<X-W#a3bM|9aZ2Us-u)UMaRi?$*yl)9(lvluGUL+_
zixGcMB_&xv5rmfdFbGHXTQw40ZOdqgM_#TBkTlZnmclBuG3{34n_AYl1p_cf;$vem
z0(x~PV*P00SxkZW?qapQJ)O*7jk=|K)vHN1<OM#fprG7pA&#2V8uvm7&xgL{tTFB1
zHgIgeCxGmIUX^8YZEl1KUw<_Ouk<#aQzlpKRuW;o7%8jm25s+iI+6+lIs0Cnj_sr0
zVtmG~!*Jv`jpHSvFhzESMCOekrSH@0>s-THO=ihlCqXg_c1#Q(&W_{^dr4UW9>gXE
zl{35sjb6&RYM7Q!K>7omZA`-hwIr*&rP9SAdS(A~rhG;`nO^vhEiE5E)l%PPSx;Mf
z$rzq6mQ*G~nBP{!V)jjun~g<iyG_qzo|92%cx5VuIJzfpQoxpd%QS79Ajp0`y~-CA
z<(1UAlAd#TSKfouUEyLRY7j9r5HFaW49Y5{C#+9F%M@tE68{M$IX|fzcS~u!iC;0a
z**rT|5(T>2069cd;B?`m+r*`tIcSAUyShLuX9Uws4e4P@Zf%d-tfy}i5@zUfy2)%m
zD;No)nL}88b|z7l(#|w6Poho6LDBsoZIX*!p+1|*y3B?x&qj_3x)Nyn$~o7^y?Fvr
zt<fwLP1fbg)AEy(FeZtGf;o?;+kypD2_(!~F(%PH!z2?7&Jpi6>7l{lFX>g63w;`L
z;qmugf(|V`1u}7B_BZG6p;W#D%g5cGYaO41=9TpM`em&J#n1wBa$qhUPv1e~C;f)V
z8Ab$l#fjAPIcb`V>2Br<GPd10UCEs@f?9E{^+D!1AuDv@(w;mNdEQc_pRD1x1Ep*8
zzUw5?zhW%itE+UrmNL0FKmJA3bhDyQw|!Dc$9a83GCGSTLhRhq`>e-ct_U^z4v;CU
zcYbd=48FkIUMsqGS<!c8NWiWd&@22@P%u%3efpXG-5ch^zN?8%6ZrR?O8P%pY1R>L
zvVvMs>(+!~GB;EcEY#I;)PD74xthLijw*$*R7(tJSHjdS)8%Qza__d);uUC}1z$y-
zF~=S;38{G_tjHJaij)pwoSyjt*fDS8*qf1QCn8%F<NAQA!vcEw0Gv~Ld~o2Kbf+6{
z^xQ@gRQ#G>+sS+L?DM}jX+<_Eyd&DL^qsgsc`RHa9V;%U;PB;**)OXx?6GeqM{wtv
zcH-Tt0c=@9ACDZ=zSQ#l(2RytN~O`KCpEVs6uYoC5lI82b8)l3+2^Jw<N{AVz;d`6
zh%af0xU#Tk*J&kTC_av@^vJ?HlD!niq8gyrp-^49P`%90`Ea*yW&v*i84&puU(e*9
zsOGi?KB3-xUv`KmpyMpB{fO*1Sm|*b)3Pu!HD%Co1!uchXz#;@VK6EB9(=1lne&3X
zZfirDa4B^C!?+p*bWU{U&&kybwSxfn5Y&iM{(sD^vg7OYT4(NnoL#5#HfpDqtEl08
zBVt8SWFH4iHZa9}%9P@OJyvXx&QW_brnA39(RjZno~v_H|3nBglA+nh`?Qs|qdS%j
z-bv%N(EEI#4QL95?yiji>Y@JL2MWW<QZs@5Hd4&@Lz*-i&)-pb{EHS?{_?!UdX%+p
zO@^ywyK0`uaKi`%iozkXv_9|0;MYB~wopLK1y=}2UN`SV^y8YBM=SNK^6`9<{;MDO
z#XQ4B?t5zfI(y|)L-JtvU`MJSpnm4$^vqdAyIR;_E12_p{i{y8e+}*=Pw9Vyx*O0=
zy4QCBq>O228|t1qp7walc~YUv`2*N%L&NXOW@mDRqR{Z0cM2G2?{ZD%+L)A|2!M&D
zwh4on3i#C0zI%2-c>Q(Xu1mF5q5X{brVgmlce&XhTQ*Ng*%*XM9lCqYPLaD}qmXpc
zv9w}C+Bf%mO_oVTK4%gI44zC!2BA6-A*qr2_m7Do7vaqIv{QJr&&4b*5MOA`PhC9h
zwxsNcpKsNb;!!sEzw7d`$;?|(ot=xI13n&*F^cebkL|&(ItkEf+$YP>GSPT)DQU;a
z`EIVmZ})6BY4Bsa()+hLhOsLz(?N3_hh+r^pl%iD)sox0w^EiEwcbo|oAYqL*zXh`
zn=H2?-D$kKBpM=v%$<)_Ep<@Z_ntdrXn`rt{V&QU+b~y51(+Kc5+UGudP6Ky95GxE
zuj7@1vi=sp5Db@3=39)@v1?w5H;4daDsi1lzsrHEW(zUo1KWubtbFyt7Qjw)g*4Ge
zihQW5Tj8ia-^kwwLb9;%k+=hh>EP(4TO&$O*SU}PbdlIE!~ngafyrmV1LrE{X5Hq)
z!#IEAUmYr51p=ZLIclqncn)Z^X%C>3IC}4Wq-_Hm=>vMW8mTPOJQyo&C!h7mT@yNb
zK@Hc?(h?td;TlFPa*e*~&hd<6{o=i=NkiE@iuYP>o1<w4<X+J|VM+knBjZ{sapH<d
zYBDKSN>e2#fO!B?24iq)IIto>3W3XC%iOx(Ro-Qq$r1)YB{Zz)g)3|-oYp_$M6zF;
ztLXt<2G{4z-ta%u&ZAF>rY)3X?cZqjLPNXsElu6BD~y<Kg$-BwDVQ~NKKi%tPY{vJ
zmP}0a_E14HnV2-mr<wH%=ke~#;ngM_X}_{HnI$FP@hGXzu*NzroyY+j@s2@@t|@bp
z*vJ41hnmzuLKeT9KAyq8sS<p&fOGM~JsC{qfQozH4q9^f8JLob{>JnZ`^@OjWAB8<
zk2t7J^-5x<NZC^~qiVOP(BtbovD>^4zjeh!vBL~vqqBn*&01HE2$6%X2p7(}J;^N~
z6?#^wfZNIdX{tY&3j<)iy&q~?0Dvuyh*URYclY}mx{kPSe%<XCL)jJp+LGI>i^f31
zMc@1dAuu4;WMMLOhrhVm>4K>~7+fq-OdbHn<P9$0{jh5z!F9RBwFfv)v;$%&_RB@u
zORQp#KAXL%@dol0rw6nb3wVxz0cT`uTkr!7Vgf*qxHyP!Y+G1()UY3Jzc6sQHSqh~
z@pLhGSyud<gh>3t0gTePXr{e*AuCQKvL`|1+{+EgYWr7zJO!Oc&7GL1+hVeU5RbOD
zA@Dqqeca@&j|$*a`|HCw9)Bq`ZU7Db;)kxZV90<P?DApSu8lURGhCbPTfPw6R}p>E
zy)$afODaJ~{$1`6M+oWd5#3Y!On$K9xGtytF%5zb*IYLTQu@@x_2E>&!in7A(v7WI
zD)v{a?*`4HhdKsWh-|$`rO+us3ev(@9z_?G7c{g?u5|}Ob@eNCB|fL$Qc#99T&ENJ
zXBPZ+fRqt~t}J`PbliyaXm&s0O0T8ap$%)JBcc0Cais;_?g^{9MB?=R48a$4K=11F
z@J--u%Pd4iaRlDEDSl@wNQS0YqxyWu-v@Dwa$v`i<#iCIqsVL2UxZ!orUuhuf67#?
z3<{^@U-G{}wAM8_&*ez93^cwOLwyYmCD^LnZ4g)rq2Cj~LR__#4TyySM9Ov+;BDDy
zo_Q8t0E+ZG4fYF32LTXhpTLlQeI!bD8&HoUOl)VWNhtYjn>eawK7cU{9DtLnw}{3#
zkZVryK@V3a#t@7sic`~~COUsl&6z}s?gepqgWWrRqQJCpi;2xS`}&@^`B6~v+ieN*
zUEf<!Cg8=Y<UabGX;_{#PJQtCD++c_r^cRoQpP);&{R$zOYKhAnMM%Fj$OKd-;2+^
z3NeF+wF{|#oaE?=c<U;iq-1V%2GsbM3IT8gJ++ucPrn{6g!$Nn%_ez2C+S{UpY;(-
z#~%1b;89sb(QbRSx>m7WZ@6Nw<}DyV3$>YUL)5VzutQMrvg$t(@8-nHucDAc&}2G_
zeCp1@iF&CKMC6Lk9(Re47R|I0bA#LHC*90T5rXZ`$kf(tk6ESZ8L@$2x1~>ZaZ+Hy
z>sh52jC3QJqpXJiM3Y&u=#HfOxnt7m%9FeG`_YU#A4S^^Pj{I+#DDgZIwR+xdO3C+
z7~h=cv6@&ocZp%;@;9Ez&$us#V{{S=g4(X41ztXO1qq1$fb!@*UOP8hR){%gaA~Z*
zfRw+u7);v%$geFkF6o{dEMNi?MsG3yaPGLW%4Mr~(sl_DOt&Y@(dS13D>14LC$nzL
z@r@TxKzBK?3N1yIji>EgOKb*bw;I4YoaJa)nr2MmFys5v>N8WCJ2sm}(f_?L2G9~_
zJ+o;?GZtGpI?>K+e&JGRB~dw0*MQ^jc&++>xd5H5(E5^p?R=C`g*Mah<Zsk5?3zy5
zg|PmzZpk<b`#MWgpJ#X`z{NVLB~T}{-hxpV;S4OIL}&mB@#iz;@pD)Uyf3U6zk^ea
z^X7_-n$0|pi8Ca5d8Ag=R!r&xMPz4KDZARigj@>Yig<Wt4t?9e6kthD>Xr!Xun{5U
z?+xT~EtsMA?DRodn0_Rf=AlQ%hFBy!E&Y%9g#OOY<0rfOj(eN?h(`<u!O~_s!Sizf
zq6!Rj6?f$-*PauGq7WjDlK5D?_MCDg<~pf$<TSA-<*AJ~B#9?aQOs&e-HqPU)7|;{
zN339g1((nITZlg`dQH}SEhG4R?h+Hxm74W9Y*&mg0S&~0V7x8FpRKs=?vW=oMv-JF
z^!|=iOj=iz0L~(?s(?qbl$C7P0@P+Kx^jIr*}elrexw*SW4wW{pn||64kp&Uw$#hv
z{7Yjx_A>dSEyTWiH!l99U%Vdo_F1N!Z`!@O++7AeTpeKdDwu;rlG2Ltp0yEYD_nk|
z#ojAy)M)oDc;_D1)d3d}r_){wv5x?4Pw_tZ<1>(m$)npO4IhHx3%8QSJVW!-e0Qbl
z;>rqJ3P?~?;Siy=PJpUp+;k3c%Tdjk$<;66k=wd0I6v{kQd|p6sYupHD9lkv%1RtW
zjF&x@TTS@)#)y$&Qq#6>Otyz>9o4#xN-5UIU%f1;9X~hT^c*h;Qcbd9D3-SwZ-l(Z
zAJlI`J~m3q(h7K-ChJG!9&gp9)zdk4)pu`Ks>q1k5pe3kf>}&g1UV=Q>b3k_nOX5Y
z<-wb&>|D(l1?w4{p0QPey^JlcYa&L~T=mi#bM_#fqRPBDLpob_{@vwgc!m`5j2<;y
z1nXTfeEdTh?9X>H=fk4U>MSQ`yGRAYednq&lP~EWU-gSqhTjCGNenF%7*7yw0d~Sx
zwy5dyT9AJKC=BF-%d}VfwEG%<M;ZbP{x=*Z&EhdUZ)fXej2?4$QehegZX|TeoMSlj
z)tFuZ5XUdyD|W}l1ol41lT20NfcA-zp3^m1@z3w_)fX|3beyuvHgb0t&_VqCrqI$(
zVekbkdZPvQxD!YK6ym-gX7B}&@i*Op3k+WAiC?}z4s^0)rwkt@R{#6@)&WF;%X_WF
zo%&weL7;hOaU}iny@tUYddJP=Xk!$U>+S=>ER8IU2LmQ=DpbdU02ObeXxPKu0#U&!
zXb6a;w67xp*+BY8$~8lf9j9R51D0!G?p*dTBXgrJf{RrwTMUyX<O&KDa+BkF_}|os
z#ES}bZ#WQq`pqJyoqe}qxjA9tpA08yytjcnwX?J~D$c$PWYPFRbGY4)3y&t-q+A=P
zev2sdqt~If`vgmRf$HBs%5Yq!q88()UFE1c0pg)o(_QCpyQ@Qs7OE6a%LfBwv<u^E
z%;dKYC57gHp0(&5^N0CwC9Q}}>?4q^2m>3?k0L({0tztdrL)EmT{`2<KB%7mPFnfz
zV$%^KGu$3fQAtTj!T1I6dIL^gr<5=KL~KPoBpD;yO^_Cyi33pDjsX;y>yo(H6*ldG
z?UAE+?9l4Rh`v0l9tcLh!iU>{)-%wJFHG|+D538ji>Jv|L-1;iLBME{6=-H~KKT~U
z8nRDZxSf;*s3{@vW9seJ@%EMj(EWHX{j`l~56F$XtQ+VxYP0JFtmWsk62v1x*^{=J
zU}_K$N<I62#-d|XgI?sAbp<D^RX^?-&o0fc@tS0^u=ejC`*Ao7(5X-k_=MSR@Xh{d
zhY69egt~#KHN>J%nE*hnED8uxj{*0sUxmD&*U6SsiEAry!IU2iYlE{<CF}XPmYlA(
zM$WEwL=H`rm1F6<mnYNHP=saH>vB-#(RNo^S>2p~+rol@G4vJQVLbHU=KL3O*g05i
zk0gAA`jhz>I)ADAuSJjUMf5lr$p`jT_v*Iz+Ijo=h@W{cpGac!FC#ylHhel?OdaAw
zWE^69G*0*N)#jkN7m!Kfl=U6-ftubEt!?^(O55{B5x?&^f237AxA}4><79g=L-c2l
zPN(m|iB%5l(hjlhfv&r}mcWo%iZJ}*@lEPo`<@Dut|mSmhV9C~j;|)TyJUXJF@yVR
zc6jPL;Kb}nGVs)Bc<w|pov<aCqwLXY&_hygm<|{FiXh8@w8-T&jvV<n&3{L@S(^Tb
zOBP+RYwhL@FN_^y+qIzxd%k2qWYwC!4Q<vJSrH4wktOeSZ?LUfUHj)49QcZS&V!or
z2SIK|a(UFNwZ(=hQqFWD|48SYa6re4b?Yy-@u|#fprb1@XdbLeb`$Y7s2dsa%Q~R?
z<$Z~)A=`*#vRCjVm=~*;Egtv|N&$vf3W*X3XP0TG8j?!t<hNH!ZbdLK6bVRcG?M2~
z5Bq&sR)&csG2U4~4bFc<grbAjZOyx$t|EP#-wXMPZXRV9lBj^@KhQHaki~cxhz!yA
zD>C_&OjC*s3Uz=D*?qqiB*}QQG{<^#TB2GhCRE$?#Xv4rfq_TnPhu>K_>`j{sjrhS
zqT^d25{&Fs)7$Lj^N6o2BEKpL!$R0^BSlUHAyL0>mcTRv%lWhm)ya(;L5+qJ<;b=8
zH&DO!&!Ts-{^`FG-_{P&yZxu92Mt0BrA>}dQSLoEGr!XF{c}DKKM#IyeF37Q)&Um#
zO&L3#xGJu6{<!f0(lWH~g_rNFQo2R$gX46?R%m%f&6<VJ=8Z@L$<KGfDEi|Gdhz}4
zDkCVo98%-MDDe>zD}MPL+Rekbfu9LJwM`A4B=}f>op&xG_p1gk^<%fMNml~OmW>I7
zZ%M$&j^A-dLKX*c9_Uu<{(l6yS&EwH-IIq*jqIw+?D09F+3L}vG08(W?Zmgu?#-O}
z7<RB=R@H)-I3OTk>t;{!W-2k=35~FY$6eb*f)rmJHuiQ&6{=3H>N?mm)MQ^ic)RCv
zHE+|`i%STQ{K=K%*>7gGbkz(T*K%+HT#1e0jpvXcS;RK#&+;lI6FD|I;lhg!VU@PD
zYrj#qHuZMG)ZNbOUPZTXwkLrXUuB)zJ$Acu;sWtiy5^B=sXc^Mj(Eo9wAbZn;EYt+
z>?5zm@o!9Z$G@XbI&0(KY64qi5)Cyr+9!^*px?zxpe_cahkKF6FL)34IPKFt#?8=&
zivJY}d^M>l*(~RXorg%|mQ5~vw-)^xACjHW!EZ`ER!?$Oud{%+2i_xntu=^@5UTB}
zy!g)dv_H86#lQHqU2eL=4pN7|MjZ+f(k-NN?bzJEU)U(7ksF>EBuP}eDv~=Fv=PLT
zc4LlqK+ql$Gzzv(4)tG|?e;JK$lJM!Y_xdGNDz%fSE^}7f^*~D1?#&QU&?YdWt-+o
z)}>+<SfPtmeno|=bN-n1(RALs#=_zD+0TXQwy;=V8Al3TCEYteKZM{1+_`IxMw9eA
zI63X4V%;Fv^ArP{sLgkrc4|%(%;%6bh^YWGzGRLs&yB<e&pUW4>`P3~n~6$4=F!iJ
z9pZjibwml21pDsc9@xFInp*x8Z6~q4)1!j(&iOa(dCS=Hw7G$U?$*bjTzj{Z`YC#+
zBWp8?edKP!6uDn)BahNiD<A7`qfU8|q<Pp)aok3EUMwmse)bG5?xL0Uc~)~u=O5mA
z`IgB&kMvr3oBM(b0)e<HFv?YQ?#_SpZc6PmRXX1N<fD3M928}A>qVYVZViFJcGSql
z?oD1hLu(D0q>e<$-};)blxlC1TU1EzCp8V%Ww>=#@xaR1R%ep`-QS_~KKbfW`(u_;
zC9!Gb_5(wj=kXJhqrc3BYJC{xo|*iaG)k$b;^!$xF_4E<<i9+^)n5Jd>iF_GUQY4S
z;H89FaKg^Yi5<k+{#$V$-#lT#2Ufw^?NTYNG9uwX=X?Y2(WHi3iQh|x_|tV_m*<Z9
z(#BVgqwTfl<L@7zd!yKGwTepCxA~INKYo}lp&&nb`?-XI{v?ce9*zsyE1Oq5>kvHh
zVWBxLOPs6Q<=%bJdr#~*mS@M?Zt#u&EeOP4CBeI3LO!Fn{1@j)U9k(4eD*Py^Aq1^
ziCa<g_ekBO*pOvfAv$K(!RCo_S*`M3Gu#T>-3nDk$M=8i+(bzhe*dgeYqE7*D_+ZA
zQX0Rjep2Hm;r5Y{-@7~;3XPn(bdq8hzE>4|yW|FwfxE>?S+V`r`o|BP{Av}bP7Nzd
zt`V9gy69K$Clnh@x@K>p{Q0)JO$~4hxPIQg<?VxB6gK)8XT;S5E34($Iq;4Qs@I%=
zIdm2h-r|{EnD=3~)w8RJE+)3!dG@iz$W5oW?)c(`lnVrMAva+~T=oyD{`RbNz(>*4
zK-Bm$@z&^fu8S=fk}PZp<okVLex61@-62c0Q0YuPW&bk^y!>M?^D57Z7~O28=nehK
z?b^E8lTR~6UrMADg+-9F?^*7Kl6}w=W{%;TE$JdMnN5~ClT<4sd=VRMUT^1aD>RB;
zSh(3~*Et1qb^B5**>-`{tF({wTHTRGE!={B*@jh0@eAjCmVQiq)5jIz%vF0_IG|s=
z3ol7#sEMqZzg^w=h5BbLtQ4lOXK~tMRmC;y;gex9c+e_V_eqre(D-ioz(=u}PpQxs
z+Z=p8N;y<KdMrK8ktF<@GO`WHeG|p6A+EMNzYdQnl2lOph%k;$Is1fha<32uRgQ%Q
zKm3RMR6zXkO`IAz(2pDRs%!RXAjdwGy`%5e-)rZpy~$O}n+>0nZ<ctLc)L$>rW5)i
zk6LXCE6#`i#Pzw|?Pc#+(_`wLU&nMmwc_;TjT+DRa^ZTTmW|Q;Gd-nGT<{^=8=6&R
zGpqt9Hv+ZN3BGQ(O%eLa3;!SH-aMMksCyXIiMEPPXel~sQMAU^ST)p45%W+r2T@bf
zB4|~$6dlZJs5z#XA|wP=v}Piv2yN9E2}**b;XZBO-}>JB-F4Tx_pf`;!g|)Tj^~`c
z&)(<kv&UWzE<B$scR8TRH3bNOc#m!@o18(l&ZnPohddUtc<Rmg{Je!uZ{VoLW<f<J
zzN6q9H_+-N1?;|b_^}2;E7bZYkvk_>Ul(>3Dj0U5=*g5%oS)&8*(aQtnmr@o>qFvf
zJ&9ts^}-JqJV^;mby((1SFVu0%#+cjss{h4I*Wh;F)K;N#YBn=Q{}SZA*j^+Du!k2
z$593;Sq{zOX4FjWUX)#o18u2(Nx_|EXJc#a@A&x)C#a>@!CBTDO3=DEbYbg88(3RA
zx@Mx>*3OPFHC1jQ4tgBn19=PrzZBQ=54AT`z9lb_JaWMmB}gvI3n~+wx--BfM$zed
zcr!UQ70u~Iiq%%Omu)|gR&4<Xy@rNzDUQgsRSCV!cr%RqI0}SuCl4%u933lbYHIE>
zDgJI0TtK@b+7|DFJ{#3r@wv~vR{!!z{X#P^7;I)>5O?y`bKq%`bQy3@ZJiczS7$%e
zMGc&Pa_S)S?pdb>h+ks!D(N_3I+c!ri+q}TGr$FkD$Sx$4j*lSch#uo2)@hMYwt{_
zsZu$;;fnn-3(<B@$k?|TLerTakN2kXK$J<l+~8vA&pbbr6)C<!E!Wnf+o?F3Wc!Dh
z`CFIITYN7Hpo$1=xZPLC1U-3j8-8fz=T!A{p-}{pvgd%S8fj{i_fz89fc5N}jqy(b
zOvk1+uXa~M1AH8-J2+(^W_X>?9Kh&h-sv%Y@zau%hu|HbjSj5zZ1jCH9ADym5OyKW
z4zXZau+yn8@BD_<NvhBViriDgACUA1gOnUf9!g3`kRRD(rVp%~!Ar>|dLhp$w@p=j
ztz0&^e6o9Cg94d%^^0lFqOa|zH@MLQqlKz&{;Z3#RK6^?2OzJswDc%h9^^qklZT7F
zi;n#~9RZ2-;;@B$^IX-$wyexe_*Rvflfr8frLjjx!;aVbP0bM%V7GB#?NGZg!e`tg
zJikwdFE^2IMkz`>bOlbXpHNen+IcoPFC0fr<)_y<&la*v5~~LCtN8gt9i1LgiBg$@
z3`S`gbp9x4Bjn8Hz0MC-^YZU+@J6z1mtK_3H@{&WstM(NyOYVA*u|N==H5sTJ-D@c
zkQV_U?^-mR_X$GbsupTt-R&OkLV0hX8U>=@<{orlAUC!lm#u$Gbh6okWRczo@`Xl<
zAvASepDE(mW#i#`nWTM1M$j)_=stTW#1AbfP9(>6%?geBNw;&oD=?Z(m~?5Kgu7YQ
zVZNu5_`kZExw*Mf7*f|pHlnSlF=9>)UIQ-TGlu6~KAAI52EpuYYMV8H>PWT7fiO+p
zgNKsn9E!~C0OlvI<0Q4}GCvXys1vZrX-Ju!pd1KgQ5n5;qLEOE+wFHXVK4V#bNZ^6
z$o!$rRQh(Qc9dh#)D5MQyW?n8T<ZinJk&N&Et<BT(0x$IdBtypt(9*xymj}}(CZ6x
zp>TAJYmF0`G}Gq-Amq-?`FT^EL^0ej+~epa#Z;{Qd(Gr2M+8gof#N2oUA17q_`cFm
zJrwDd)2)Xbf$t^{x#E`fu(5>7cR{Px-t`^a(iA#|=&Gib=Cv}%9{mt^2k(&T6=yf+
z&FB{97**UY3q>?JTLn(y8{j_ZHZFPiinwj4dRkjZPj~lGU+7jkGNN~bZhDNa;(i-?
zr3|jp*oI&_4+=SrSg{r%snQ4OG|e-L<q8|y`|mn^TdW)t;%m<y8`GJ&xw0!P7w<=$
zx*_j#Tg{ops}Ny2NFgTD{Y{sD!A{fH?R=E(9%C!4+7mU%#I;UWIcvuBY|pMg{>}+v
za;h`omyzlK2FA}7Js5WNH+%e2AhE02B`@WZLnVCgMCf+!4S(g$I==*0h0Zll+Jpo&
z0+#ALZJpWE*3;9&iJx@-@I(`0<(-i`6!cC|AfrA8bOQ4<#Vfzjb*8RkYNh*i1Xz|F
z(5`}}%zL1P=(p<J1)tq@bHetiKnZz%x@=fLGRNY_i9fi%KbTxfP!)WobyV|O199O6
zis}~bzIbrPsG_$%1I&+&r*g<+BS@yCtbwr{4UhsPqLF$2S}!0SlvUL+)c~1@S<~hK
zgv&6WgM9Uc4g@=e!Z#*}Kj_VZ4~P`fhvNhXOH)rWJu@-Avm%6p%?IZxSL!N*2vb9j
zj*fCiSoO|$&4j8mSO4I{RQ&y^Xosge{+brG$GprF9&jKE`3`(GI-EYR0Jt9}8Hy@f
z_-4c!D}R$)IX*0eALe?vqLb+rcA-F!-Utd2U6FGx7b-|QIKkyfF@~0zM?E_iT5f(S
zY@(+cO%i_A%0-^?e?X#*KP?fwn7&8ZmDw2QNPE)XY(EW&I?GW}US3Yxt=d96aFN-U
zhCJ&YUAh5NUV(!@8R6ArE6eM=JfE9IIfm|tPSO0k%28+%1fX4P4|L3<zMW*H@iE&k
z9M-7e>^k^sD$``5XT1VHr(6$*pXxm4jr)E+j4Xwcq`P!X&fyZag#%j*k8nDnt>|R4
z>LqBMFGm#xD47njusA&}IN649NEQ!1$DA7f&?5VXP8!n<Xp{k(!l^t+e_DygRGt>I
z`;j7Yy&foj#s?X6-9<~U!Vaiy#n%W;PqZb%m!Jxn1RzJlX<%JbpJ%dX8q3T+noMkb
znkjU2(&a*fOB^OS8=~uycn{1GQAC33A(a!#Y!U?BF|2P1QOhslsa&Yu5K^Yggz^wq
z1Eo|)HeT>iV>??Kt?^^Imz_0l-s*#ZC<$i64Nx=mJe9o;2Z)t!#C_hTxr_Z|_G+jy
zNic7s=cco>>6KzE&x$V%{@|GH3#_jOKEsWfjowOb-m{1D230@kqsWE|&BI^<<{iTH
zyL_i{40<6mO;CX2P$jkgkdQ19Ylil?M})8u9pwZ-Zf=Da-@a7v86TwHmQ6@zMOU(>
zd!`Cxvy3I)>iXcJ2iPJjT`KR)*B(|#&DzIMTZQSo1oPWZ?ETs?QhXq3xdhaq=S3gT
zQe3OugS9JRYX&M6f~2vE8yQ}G>dK2%62_FZcJ7AWIXd*r8H+-9*qiivYquO`L;7^(
zrz#@E%6+?346fX(c0P=9<7sMoKUbw8wm05&1@}lgc?;Ff6?}zP?cfA+2G|U9ySZAz
zSY9SBF~d+nIBSkmBWk~cvVCB2u;wk;;RB&(soUj617W^Lk0PV`PlYyW5I#5$G!8Hs
zz@EGDcu=G|cWo%Ui>r+CB-S_6k2zI8*>f~gdL{D$Opr9kP9xC2;K~(BCVLDw{96hS
zu$iX|ywVyO9v=Q~AifnR&+PePD4L%vVO8qX67JA&h>h)moh=qhfwG=(I`sUMp;{w=
zYDnOes|d~dhm{QhG4P-Tz&0A2YF6kjJ;krnknE3JHj*tW5{e!7`$RD)>Dz-o@QQiy
zu7%MLpXRPLyp?WT%sCq*`u;0)1Jjmj$K^FS2Z_-`Qq*J!c~Eu6T_LP5RgTW+t@j<T
z(x|AY&=-9l?R;h`T-q|;ePEXJOW4y?y9%)I)}a^l8bj?G<?up4d<+e9&Qoo+yYG$e
zaBv)_$3&+<_8Pti9CsRD%IwS<%~tc=q1TBn!iu+|U*mTAR&l0yc>lQp`Ye@S%o%Re
zT_5dRhIGIUD)^`|Z!^QDr^lbR>~!|RNjKX)*zS0|?06WxWgsajDb)E2-Et7NXW0a3
zkAax0(y}sg4ILmKUl$<t4cNzLL<+ldH!W83p&CA808^w}QVZM_xRt%-5|d?gz}WKy
ze*J@>m+8Edyl)_Ba|wi{>8dXkL2{sS-1mcFvyhCgs5Avko1;>elm!~&lEo<9o}yIy
z9iOvo+mXtG`enGrI6+0QaL@Tb=2&xM6f$IRSM_?6OyY#*xp6%6)6ZPD339-gv!976
zEpOFYwkultJPmY?@yv84#K0HJvbWybId~{D^VCK5=nChaqvSZVtxVz=ZWdwfxm<}S
zIcX42cdChyy26MjijwX$DaUDDjP{R#YlvSEkL*txSm1O9tK~>PN6gbYn-pbI8AN0?
zutp&}bE)!=zTKhVm{cKLD<DY|TP(y20d+Vzibrj*5=*rmt_p}u%o5QTpRz8M<^1?8
zc0JaCFd>y=j{<|HvnODu&NKZ(&zYc4;B*?>J_<cg*BK`qa~FbYUf~s2i;K1ujjWAO
zB<mLADN@dgsb3iNL<gL7TI~U2#W(#6M9AQS#4fPf>v7gxJzm9w=iY+`#m%FFf^ye`
z0z@SEOw-}BWk2iC9b6Bi_Pe69=(F@a_Z+O^y8t42`tVmnm;HgYQrKs*<@@nnto?uo
zsNH?vjYFAK`Zzx2m!xiWtWhZDp++gz2sfy5?NP8_r&|$<Npy5HZNX}Un?^7vSL+dJ
zxpTj|gxNmLZ9I`zRP+Yyd)=-w`o(y#udig-SKq`aX%tIn4=_g6h3y2$D=3trP^hYN
z8-=Da>DTR12ie%_MdoEefM5*v_9meHoCpL0qN(XasKSG|xs9Dqg)BRlFBp5N;y=8J
zKp@_zetvk9wlZP<)m3J#0TnYCm)RECH<t(f@?hro*UE#a17d-VPsEeWw6(QAnsr-5
zWGHq4oVZ^jFke9NPSAm~8@0F38ew~{Fd*2zhC-@Qb$3q>k?X{RdeYS4wqBQ*R_LN&
zP&yi(e+@5P^qv%6rztuE<>MS%DV244N#U#_VH4AFip(kgyOUEC+Mx_UPjDllLQsLI
zQPiv+byrWZ2~Aw!T&H{+r5*^ZExQ4Exj+uoi`I7!oTwAD#AsAca67dwXQxq9xp3ct
z1MjNC9I{SmF-BJ*Xw|G$PL5DqZvEs&iogw`rpq|d;`+JzolaABwmSY-S{5MC6+PRQ
zaQOG;=b<iU2uiS`aH2Pm7YP&`j2d1F`uGl2UT&D2oDA$878Pu4Ravq-S{L75v*7uK
z7P9LOn}CE*3-l<itbF+ibKXc_m<7aMp=S#1&97CjZB`v<tUBI*T{g8R_^>kN%_z>E
zP*GJIC20Q3o1=)X0`&ynwNt*1l6cTZPd6QTUPtdMe8#wV?Q?b61ripIb#}dcQtUaw
zU1_6M)z1`ECLLDG?4_7EJzlWn$2g}qb1SYXaA2F8=_=GTlm<tMU=fx$drHp!8M1F)
z)86`#&p1WC%hvSHnakI{)J19FMMQnjTZwik!8&yx>iQyQ2)s+fTBM<ePP3^FU#E;!
z`93-jJj2kR;OGzsG$*Lr%rk6I(YLx<0Qm0|np<l2q#9OZfYd0!@&dO^$HS%);^GZr
z!fb5Hk-0xazs-(kbiI-8k=+tGnpy1dMjX}h{f*F~?(&;%%=fG#$4KI;%AbQYkAxmm
zM~Ad=C4>ojH}ICygCK4dtOoe2CZXMl@9#okFxeKtDhvh19PD-BKx=5c6FQ%v24nU;
zub|d5q>$XpvRjAxg&vIYA11aC;ojlgWft;1YqYl#E5EiM66<bH(TU7nE@4Xe8ZCO&
z-w9QL<igERTrPV$0V$Ks?zWjRd#w=Od*^~aJdf^zggz68PzFb*?@@n6O)iEC9XYz*
z{w#F*Fx#C_K>Tt@%g`@8YISj<eLby3Q}hlXpIKadd$?Ip9FT~@*C&n;Ih9XcSKuzQ
zd(MZ>SvzzCcU1ip;}A)Hs$#n?>J;pQkrUfO*<;SqPsd6XWc}vh7fJ;yCkN7lCkSP@
zHywt8e8(s8JDqZ<V%av7oho=Mj?@Af^k_&%YQWthTGu7J9FVNE?+HfWJwJ{v9ObZW
z3^vR88AO!VLc@#WH<b~#ff>kT{luo5nBKrN#zuz~zNn?D;J#Ils0U~)*ogIr6$;3C
zV$3G_M=Q+^0)=CwrcblAidI`2^78UVZz%zsMlv-uBM#~TbX!_da_x0ArZ7TeAE4Ij
ze+O*Qs~&M&@^kYs>$!uiirfXrx?57%|M3Nwlqu1GzTrEa)X1B)6NY>AwMFoSo=}wR
z%;QoBAp;rPcMwd!u^$?0xVSX^yL&TE@E}%GAk8gp`98DKg{siF(U4pT33jm#cDAls
zu|p#Fk8t(E;T{`@W~gh&a64h}<Mr{*8yMDUi={Jkdut~wnfM{rbY>Rk#x9wk1Q(D)
zGHazDaA$U*`#SnrRjd_iPHr$SQFx2?afDTUdte6_CKe25tCGF3I`QYG?j#2R#DGTo
z%C)|5K#BuiO~z~U0J3cm%2Up^VcpAABXehg%dD>@*I<xx^q!*UuZlq~P5AfBpCWrh
zzp0k?ld~zJCyxLI`Xf?(g*(m~Y0}p>xIDc%N}+@jq7|+_^GRH^LD9fUaK_xkY|&)T
zmLwifo@E+cb6quntr)_tThDM^UfB(ZQj;~h&L?3}G|u|=VgW(`r{%IqmBd4~`GcA;
zPN$!%dRXc3E92lqkp5xxZH)>cA9mCwpR?3G4c<KG9`2*^l={Yn7l}yqD8^vrX8qRv
z@p=J`<X(-9BK#7RDa<z5*~C*?S!t=3GX`V?{G$^BfeM9HLrz2P9Qgw;KcKS&)_Yno
zXL7>Cl+I^TjDJ@E=!~G>3xzBilH=a$Ufw*pklW)6PtK!qeUwQz#AeE+E2Iq$I3zgS
zbdPxpJ@4xDVwGJRa^7W|`olLd6YPiGIse@bM>1C243ID(z3HD8RovXH1~^fG^k{4|
zU3w%aN@?cCVMqfxbb74V`Du|~=%?*x&Q1?j`e*xBmHk%$#};&=qT=Pcg(FAFl%*))
zEf!=8Wz!<G;s=Sq>~ph@E@d@^_MWyw!ozp!zmhDs8h%lvnLS)iA~7^?v92Ul-)i^~
zHqTJsDYsOIqiu+toH4^c&?*ANX&Mh6w<_Wf6%ka_a1ebjW?wYN&H;7Hvq4BduRUP3
z_0F2fZsKmcH5{gVSpLFW8?<0+dhkI|+>XLz(932?KsPJh!)4z7>9o@|x1w6~6~GUF
z-AAD;NU7r2uV37$3@o$5F^9w*Dw4hs27|yNV8vq4sPY@swgvWYkmKYR9@Hj!S~*>z
zu`AEdE^3lr0a78&rZ})8?gi-A_!+4JcQCA<%;qGQY2Q@UETX8>;Z^obYFNiz12jgd
zT%U+O24m`1tZ`>Jfz`SF2jvu)XO1W-kj752jZXl_(WlJ&`z`*!YPJ5j=@AO+@Wd8;
z;m(xs2B2S>_!xIY-RR6iDP>sH5yh3jsH@nALsgm=m}b6M$>E|_h4){BtaE-MKLj2y
zgf&98ooBAK@o!GFK}^57b9})KcJj+il4aU2J@0c#BrOwTpvqHENL9*<5309(2hX51
zG|KuaMUUAznci7=;fZ6}>ff3tn>z`H;m3V9e6iA=Taq*UTFeCJncvhWUeZ^ujUThk
zmcAu9%7LqYzTV7!(8%hw^hodmj}lbD1MbXP&Fq9XjsM#B;9iHf2mlfW+uhxL7X(IF
zZBPCX^<0m4UgA6-ReG^+6>{Fw>Zu+@0=Q$}a60a-p8Z!t%Ny5mRIlcAm{*W#)ek8m
zcbt)1rO-vj{_E(I!()E*Ivl;>LP;oI3>`4Wg_|k`ZCHyvb+iu7MoOcTgdSmiAEo-4
zcx<I(b0{ujjwyaSRH)BVj4JcYreqgdb$+XVJ8}tvC9-dAuYo?NoOGY;3OD^m_O=?Y
zi32@j;Of>Y^2agyOXS=elUrfc^l{(n0hj&2)#nc+sWmk+dUn~I9h7Pr()o^qBG5Bn
zlUZ!oBo|-YAp`mb6jdfDj7c@?dRTq;NM)jsK=dIWsv8zZ&#VU|!PSN;_ongOqb*hX
zm|Q4(v<uyZ8Z_@e^XQ<)C-I#XuQ1<Z0#S0Fw;|dHBpec|uUZAa@By%u%$6n{?aJ*^
zTsTQJ(?mVwO@Jy#J+luLo(V8GqC#1k+7&Nc9z&l~j-<yolIztMdtT&H4wrUwg-8Z4
z<vk4@VChg(fl&_Ut_y#mSQHT1k_}PG?Bk<aN(UeFTseAg1KX%!Vj4BojSj=jZoj0<
ztOPeGzCVKb(A3m4CAiDSX$t4fqPozpY|v{+=Q~y0A(lVcZ&JrAaj`10Ez&A7#98)H
z$eOQ}d&)^jhMJW8&zg2Qtb>}yN0hWFOqzy1P?>vt5<W#z3*DReUax9m8ankz^19Ea
z&;qV&N^PCyAm&`sLmJSa1T&?tAKzp-`b<FWqWXD4TiBZ++bOelR)ZT*WjJL`vIpH;
zwMJseT)mzvg$m*O3z3id54!aS=o!zwRm-TexHsM5{kU_}2d_=|)Zf4%1cMq0Nz?$6
z>5$5NnVjs#Bz}9phO!(j`XiLhl_N!iQafe`_FSkZJo5WC$L@gh-8!V|Oo)IEx^WPp
z+7A^nDL0-!!vdq;D6t(WAK(va-1k8Uf_Ylzx0^fI!!O5is8}Phaf4Bh@8Vx$;(`tn
zBXCe6u=DE*(wn3WX{d>5;jQ(m;O+TfW<=oKuBx%~dXyJz)nkG|y*nvFn{&@e^eP45
zzy^+NA<e0Zch~2BS?U4zh3Vyv+;8F~zxpa}(Lh@h8#|M8^+WuN?9pz}xw0J+3>NBi
zrGO}{fuG#xbNM8of#*6FH06t8c8~E>H|BM0pt@chZy-(_Am@xdQWc)dJL;~Pljn*z
z%yirKdMjW`_4TgaiJCtG$Tnq<uGc42xoyvL9TjUI<sX4C8~ct#!0|hu+N<iBlL8|#
z8szJR@$SN*O0aU58MzK&9`7>b-X})OxZK|*$YsXzXSVX6p9Fz5p2i;GfnUf*Jd4*-
z0KLlSnT2m;1_MP|J`Lamk4^X<;}jtsy~C`|eba4~#dkV<M_i8L`|D6TRi<|n+EH$I
zVwuzL8Qq{d^U?&-1vz6;%HAi!H#I>%d~~=yAtx8gYnSS0<J^V{ea(CUy@slQDt{Uk
z<kMm#;2(Z>tG<IwlD-ftInex><XA75ml|Myn#jl8dPv#2iIl)eKUR~P*#%hK`VRNs
zdDn~h2ktbFth<}N5L|g4{R*<?(s?&HN)0i4CXXruNDfEnE5V2S+fAHIy-m=C`|efW
z8R7DPD>~Ff&=1{r_N~p~#C%pR`6XA<j61L3d2IBd?{#^t>wGE<@l%w{gS?z{gWHbJ
zo-InM>O4#Eh1nEZ)TWpn5g6_4vvCqjuF&X_x?)I+raO}lm(5STgPSe?w)>S~3U>1z
zY_h{R{+(h~Ft4~-lsN9$Gw!V?uyELGedTYpW%ntMDy@Ty;4XP)lQ#O=j(?;P%w$hM
znGD7EaH*X9z|MYTRTl+%4>((H)x6UB6dIVF`=*osSPVd}Va^FeZbb{}E1$2+H*gdE
zATPl)RpOqkBAJ`l(*h;lM;!!ZOm@{FD>RY^obl`xGucHWj|i6f9VLQkOx&GyAv=wI
zC97da&Glc}mFp8Kk|@2AO-bh`ecQVb!~gb52WjeyOSqm7?WM>2>Zq$41UP+_-WT61
z)612zV(_)k1@}$-T9|xtJ%m;)6r1s=&wkf?zPbxk7bR<FeFY)3l5ECG8CW33-xiGP
z*dL|t^v1nmmc$s%1Y}yp#9uV8K^ang8f6p2gC)AtW1165Uit_v8m(h~>X6#CFGq>!
z7ZW-3ISOt8zf=e4`%b>n`lgUn<J4ZCZ*2!pWcIgLb-|~+6tA{Q@<pcPjT|LZ(UVVF
zXR@vbH(kiaa&;u^J@lRYux$Nz4F*wpqSo(!Cr3g%J_-ppxVU5X#R+y#hP9;~xe4ej
zff|bn8-aicOd-=3R(lOL0eSrPpSAH&J(V%l^-QV@9hF?w+Rs0_!}#J5VXEx_T*gJ;
zFCG8E2!~GWt6zfE##7h0iz24#GaeDImgkLJ$5-y>&giEcn3;v-U|DDQKJnSL2<0&o
z{AL19z0$hyatk$vRzW*-d{TqWu={!sVo0>-71AZo<UAb!`8xWuv#(UWs`JMH1pI`8
zZ?(9`Oe6MoTR>Xw?B&JrzncvkQOEvhrP5}#dM^<aV%D`RIn(q`z3Fh-joPSuv%5A-
zf2RjOIX&RX=~Sf^-}*7D>vA*{-s*^_a9~8gdu{YiUs^5H+9PE);WnB5Ddddz{7v$J
zt4#M?0AN;{hTDLzowYo&EUc^sp*<W_q0*DgB$vFst&^RtJBs{-aOc&1ScSsMkVrlY
zl8yehb@}oTiCQ%n5Xk6sgjOp|w!~!Z74`!Mv-L|d`$pmQeCr1LZVa5lJxP7Y`UilL
z)d&}7EGSTK*C076T)OaRpT(_=E>gFyqHb-fmkF73B8*H2IcB&Wik1d;mL9IGmGh#n
zv2Z$LiiYh;?087&e2p4&`=o;H!?|VP-dLPTC0H~vN`>JRX+F7~`mwA5$9rNRn8wG4
zVtB^r*%9NdYO}j#RrRSSGuXvYSsf|gmFGV(ij&-4NETZ+Sa;WTj5>91h!i7Z#ZX|F
z!KB&sk|HJEKNJ+{dv(p-TtlPeNx!fN9%qw;J;!vvqp>f;#QI8(bi>-AG|1ua2}hPI
zrAs~y9Yl0M6i~M>fCm+xqa-}bZIvVIiR2dp)cEwNC5pdG`{d8ie*QaHJUcCpxJspS
zsMg;G!JYBxZj5?tlJ760RjGlBN1I0I+aImRZ(1(<yCpn*xX%x<&&$*agFo0u=H!Z_
zwIJg)kZ#WUw~L;Qwp`gb?R{@>6Qb^`hy9D&)|6MwyFBQ-gI0}80Z~frT$wA!TMuT6
zj#PJ1>lSXN)@IK1HMwUM-Nkds^fl1~!rI<88!K<3#%5o@A)c=4PS<q->ua>XL;jHG
zcNw@-+Rqm`xcW4}{%wpEqCYNzScB;Z_-v6``&G0E;L|~ilWq#qlv50oxbhmNxm)FX
zO&f8+$+~5SA-cF@Mm&4^=VS|(*~v9(U}KV2CC#Rv)siGW{cs@#$yHchmW1Qt1XH@|
z<+c^^hYm3cD>?sit&i$km7LChw8D1Y;&CIO==j?r&;MN%;5qh!?!WztE%M@Fv;TC>
zJ^bvCEdHlmd-lJ&p8x+**B_kxQY*^}Y=>{UetA;~`D0iIJQj?laX>_1P_Q7|K_FYa
zo|WQ%0QxZ;{<i}FPwf94JV904(;|z{PZ<v$S(vHln0Rw!FR&&2(eM$a?*$t{L_1>n
zlYieJp3@MIe9)6UQhsQuwRk4%_YujXoVNc)f*wDJVEg^htyI5!P<Ai7%zb8~B2eDD
z-z*sf@+GJI>*N!-UI}4~goxWBZ*oWx%K38!YvWx;O!2!*^Zf2h6P-%&JH2eG%vD}W
zPOk!ZcV=~L#(jX0X&{(fxt#xTk9J!q;?qH{vguoW5_npC&H!Q299LeNDl%M)lmz92
z<sP-L3#q%kTZW-hwubCU5o4?jdB17_yHllSt&y4uN{;V&1ad!*t{nIaP-J|G?xEwJ
zgBM~v?~qkg*XvFtmEIrd&n}+dbs4!a5-*b}zh{!V+^w8_f1{OMC}LU8NXV*~N2CR0
zwaWlvv4@ZLVOZf6XC5aNWijDd@{Nv5PhjM3Z|Z2KyVlduos94u6ed*TZoaxY2yd)p
zOA9gIa)Kcs;Whr=zDj?ma7WpqVE^Ga@7T|kzWB(qls#brUh=r=b;oDc+#qMLd}p|7
zRzU6!8kJK)Gg4Jnuh@6*Lxo6=eM|MjO;fIsLyWI801A7qE-vESf5>n#KQ$_CaUPfq
zuRxAfmFi?|5$|oHixWp1XG;qXnJm7VI}*P$-<Sc_CEnQ2m2>u57OXJ)gQ``0jNBKo
zlz-f?81#2Smg35HViL+y`P4t!`1yvoudmpI$XX&__#Y?;DrNb69m;?bkips)w2}*+
zFEd6F*T>2`i|FsiHUae<Q-ez&%V+fWj-R-s9tc!wW^2ITJ9gB(FymYW-mk$RqABwD
zKQ8nU{5O~qiO(mYaZ5n;W@u%Ch??!I&9J_Z07U7o_q)y&arxq5ArD`NQV$V~)81o-
zk>u{9=nOkWHDN*1Fw`pn!iertr;fZq=~*ScVv$<iG1Z{>{&e$V=XNrvW#){K610x}
zQI5o4bXUb6FWA4<<NLb>TqnR?jz49hj_@dYJ-RsNzLX9MRtlObwzz`0z0jNLP<k(X
z=M)L^I8s1u&rL`*2u2VsoCg#>$q`;sz9buFsyHEM&BXyWo*6P9-I$>sfy-`U>60Ry
znnknVl?lkJM*k3MCjv0d#gnCby%z-5#x+9%`X3f9^nqMv*o9=eo4=0e#N`aCI~tVj
zCItpFJQN)s&oor&n;p?uW)#{^Uc2&QtVG`o;~#B_PC?YK-Vh4;4E#PX;K>=J@jD=6
zs9A+C82KP8pY(q$DuRb9>nyhnOl!JDwG>8pU@%vRnWB=vw|p_{%RRw6gt4Wqy~mo8
zf;l$y0dmk+2V|_2HixFb$PJ5(y}@A2-dx>_c<;d~>(;soa&k(Nv5iZyyC7}Z+aP)Q
zhQGeZuE*PzwtXqP%p-j!RtQ{p+R1l(s*ltAZ|@1Pd=c{ZbDRan%M1~tb)z2tz^@{}
z%VS4kV`C*VkcEXEd!M_Pl%Q)%Aq^;2``0L`(b`0#;r3Iai=7u*hHG20M#7(sKEZ5Q
z@s!b81_tY*>f0(j0yt@7PQQ&!kn1Y^73S?{XNI1W&_5WNe9MSNNr7KWZ!;ZUr9PQG
zK~lY%?|=0}(ObgV3NYdgOgj8^@Pm66#hP6Na`sF=A=b4yL6~1=bm`4a0n&m9qpLY}
zse3NQb6kpy@|>2<KnFD!bQ{eULh2SjdIx#AL~#q*7LP<^4_->_Ph}TIe&s+p)TsOX
z9x9FaZApqCB!ks_Ub9;ip?;ujLVgN)ji>5(KQPVxcLEK*!ps%2;E7l>#T+0j(E(K*
z&j(F9`H4#RuhNBv)}=_~`Q^$ShmW1xuZW_$@!Uhz{PrJR0^bGrE#f40OJm>n6Fxs(
z_cfm-)|n3M&4587N@l^CjkqEnt84hxJ3==ajCtRI(Vvv6T)^0+5&J%&>0C`HSNaVb
zBw`__@Usxl(yIv`ukgIY7s5eJ;X!xvsV&}>!y@wf(X|bR`7OUeTz0<|S(M6{k+ia*
z$eUf{&G%Qma?jp=(0b5e?Y(|q!|Dmuoz@`vdi`X0%<|y-hyrPmn~%yMe>@5Rspf=U
zq1jF)M60bcc0}7ltuhsPtArJp{)DlVb`t|#Rrl=3y1KknyEXVcMieM6=N)9+&TCt>
z9<uq<-*>>fEsL?#XywVk#}$%zM(c8>%Ow&8uc@-&@POYz1Yu$>VQ;I7-Jx15g4Nx1
z*eMV|N)8Ledo{x36o<Z9+&sxYSs0<Fw;(L5<*#RCvS&PoyP-9c_HN`rOLp-xOT6yk
z_oMQKCnslf2gnTr$0n?KC-YznD!J(<O&{GP^=KmUj$QCwHiC^m3}1_0!bCKEETWld
z2TKdxm{ZQUWeN^)N!ew5F%R)@)A@=EC4al5j`Tl39Ltaj-PB?2u3rIngG%ziRifG9
z<-@X-gx`$S#k#0c)Jo3S5==yXaiwh|DBn-WZ(!I-1Y&oOCd{!|`~E7}wIb=sl7fSZ
zME+Zl#AauVX3+0LU0!~l#*C|h5{g`BWeUnNtAm?l9A>t6u5&TxC6%_`M6Ls|Kz|zM
z74<C4&6dzm392C55+)}F)O=a6%~luwvI}Aq*z~0k`lOz|!miy+&Tn2Lr?Fg#y-f~>
z-v|O`-P>sh#o22ZpMkxBI3?X|Gjsd$#MgM_;B-FSaz5UQ2GMz!vDul~V`1ks1AP@%
zsW&-modu_EZ8n>C>6y$Fr~B0vwi-!K6%%vfy{8cT%fqX}$nRw$L!{ailwAld4S`u3
z@n3ejZT4Q;lk*nJCk2896xWIBn*6()ce4Ua?FVN3(b-NUoEwWrS<~ZOeT?`E<B=VH
zL&Cm&b0yQkVYlpHGqrb`ML$$<M*J3n<Myy24?4}o%O3{Efdz3zoGn0oz`t0C6f!B+
zas(_OS6C8+XHG_@4oHVOgTKGdjM4lHr>=U-JwoF2#SyX72jrXl%qkL%$Fkx$mOmRH
zN9yuLmtL3Q@-N9-MeKAvlzlG>-*abu8#zTwZ&p&)O%|tDj=dQX3<=iL0Xvo)S{()d
zT#LUHuS1q|wYGb9b~P}PyE2te>ao=@xG!{Fh$f<}aS0Z0015?9X=sjY&I{V!cZILw
z<V?!8AcOa5sMve6rGly&vkb|hzzr+@^xB{v$1q0;x<K)fP%8;x<mej{k&@lj=8w@v
zz5`bo++*RP1o3G}j<~;|0v?mukh7s&DogIH^|}+jEuY^lE31TsjQ!f;E0eFa#wQ~1
zoAHUL`g-v8uenUoSXg+Zt*L@NEmSo(ePae>ju*5Y4lNMfO#b;*zN}1Q1k<FQK4mLk
z;WZ@4vwK%Pd@v(-p$*(E7W84bs7MsFx#C9Y1rzA8WnO)@(XXFjY%)gW5KD#F;B^U@
zU&xI~r%(l0_m6+n7zwE`e>RemlG1N&s8O?eSSaYFvJQA@V{DTu(GlZ4nL`~q8_J(j
z>bi;>CT_tjWi>y`hmA~!eEYaSv&P>gBzT%;!7#5akzli$yu0h3(c-1z7JCyL^1(C1
zWw0v<48~T{$f*0v%Ajb4WAc648wWM&i_@3ON<qr=8%kT_7lgPodO5P{1y&4ojPOQi
z6Y{d<KddFWcAe>yNw<)hF4Z=fK{9h3D>DYNa`oW+i~UZd5*yA`?;SxN@?>BOk~u?!
z8pZMmA(~}3HaE#A0Y|@%l14Y%wQd=dF4#uKu6Cgd1!HBuTeeUyZAnqted)-$aY-zn
zfE*a^Elv&YeRJwahpZ9ch#TrY0N*mFWhO3F!!jo4L+4KPg-7rR-CB0B$X6ntxl!uK
zyCE{<;)k@<G3)vDB;@D!C$?F{U!eaiG%?P&xlY~l+(>_=H6^#}t<r376m5h{oq!HG
zX3@T>hk4T3$JmV?TQ0t8V&$Fq9eitvgVDBDAm>L`C_JyG#f&c@G`Y2dX1c=jY;EZ;
zA(*gNmTqOJt%g~7XJkFe6t=jo6yEM6zmd`ty!E0XgyM*Nk-w}&EpQ;CW(F7JHZr{H
zen`yVtD^+vg3W9r;NO%SYDDv0Nz+Q(&u0(#iGtp7lhbk$UHv0Yd(eC-r>y%;P#&SR
z2^Wwcsr;eyKR6y>Pyaa<`faUK4<Se+SRSXcbkNnM*Cu}Dx(=+Q@GY`p-3-iRXdlRd
zsNf@#a@{8Hg64~$;D2Wd8#E-#_ARECy-4V%4A^G(gL@xxG`yH`@7{kdYE`Vok@LL1
zmg=lfhb_-I`tH=a(%P)O;~zsH&~oh-M+}(zf~2G<9DiRd3g<bH{yqVJ7ODT=-11&Z
z+td`45&vfzB-_h50}EKpiT}J9%<}j8<GlE%oz{5sZ<AwV(+1?!e=qNx04`Sln(09e
zz<B+){dd>TSj;{)OmUdn48e$PQ19Z~FYZPIJ3K45ZtXqI;$Kj&+W7H%CgkFi5YAQ|
zYR^7to>uw*{1oqIQS64u`1+&W1Ip6<5f2tRc3Of@6zqRfx1=q*7{Nvq*(efQjEMT*
z`_O>-Mna`CcETM0*kfg-3tH(CKy1XWcK*;O7r<V(=KklqH~s(XyENdt%D0)?a)39*
zc9)`gE4^!X{<c88IPjA*z#p#QS9A=RLRT9w>!yFR-mBMqb2OKvct71x2k>EVAYEq5
z@&UYQ{x~j6t$zQ_0S)`G*V-Qk4E4l+*H38Z&&85@A+<*=vrjzB7#3{K=5q*$Y?$z|
z1g6;@2y{+}|JV5syn7W<=XvjZ7eoM-K){o<62cu>k&8ls0K)-k`yO5W&ulvWYc`{8
zg{)TNexXb9fXU52j?ITF-B9$=)TKZDI{&+$hBi<Fd`5rY_<F;Pj^LkB6aV*7m8Y_J
z#&0GEKmq|2iT*?VU%1iSfcD`~)64zJ^;Ll%fPbt0FC@<F{GaKUvQ}}r%H_wf@Sm0Y
zUuYZse?&vqou8ciA76m~3qAe6Aic-WMlAb&heUvmu`1_XmDGrj7yOq&)h*!)R^TRB
zDSO1jQup%f&PM5tjES_}$-UvmcLmy3LV2<9@ShGbevDD&M00JLMc<b?)OvLwd)eM+
z!Mc*93cwBOPm4@!J5?Ymzx(;?^49b*(oHPkN#%Xn)vUslp)Rjqo{0HYF{RZhF#!kj
zPZ>X=<knwr1kHbs()YGm+|-Lt3(D@#RB&V|sQqH_#+3YcuRc7L`{1A12=KBpo!WX3
zFm>8!n#I@G086kH?3D1zwhqsM?0Lk|TU=vxbcb7CDQzehR+j4I7iSd@T~U+_V}x^g
zEH}MNJ>(;VFEYXdWfl=Y#+;I}%zwNZS@A_(2OL&z%=mS_dGDK0NUyj)e6Q_nh@p$T
zo0(m*C$oogr6RM;4)-LDzGVI}c6oQw<C6`>joNw0b$<C?PWj+&Dh^WNS?%r+@`1jm
z6)g_tAivpzMa|2JyE2S~neGuF!v>924`IAb&P&f6&V>?Ma*h|!v1oc728Ve@(|4vn
z7|GVD71gqXJohAi_Z(0dtMkHdGH3Q2`JKXUYAkmF(J*!4@VHU*=^ZpqyU`w3mdTlW
z%15{G=mONh+q)}5vch)&RTo<;3|OV6GIZSbXjQf*sv08UbaTdHAcsU~zg6-RhX0)1
zC@h%FmfLFgR$MQ?<?%Zm`@kso-?gAqiF*1WPO?<Ep#ZE|lxMSVsI*H;#n?mjrsLQ^
zgX66C^w?_y6THp)LJg!na$RrWI&xqHF5*~NCemPt>hV~v3B;92XX8zfEdLt)vy!>K
zoSkHbwxkj*wpt)`RZCTAK_;GZp)XxgSMj&+i+OuBOPASq*%=?xd$z{X-|Hk{T+hEb
zaz7qO%4PlTum!rc8&pR7Y(8*J;MM6Yg`5FkxAI)ka2df`Q4~CdBKuSN=IXxnq3a%f
zzbJO{zEmpy-4%m6=k^y+{2%AL`g%)XtAmGZjqWlN%w%k)wJQL}M!P;iBw}uK#*@T3
zz$e`8R%=U}EE`V5m6aa3SN2Q7={=OpUvr#I8RH{`ED9!%01-ntETzc0?(vH%`Gf2T
z0acr>c#NUql(Kn6m!W0A`mw&prFTz71b+A}?NnjANoSUxxqZJYUhtzp{NR%ooDoad
zzH&0x-(V{vuPg#y+Szr*>p5iS>p8C7c}a}loNJbCz&mlVYzrC33wovFXT}p${cCjW
zVKMG1!KluJ_wy>Z%vVJo7m4!Byq?=H41K8tX9P()Hd+563g=}$%=gaBpf7D4UZ2;#
zch9wx`vJoV-*xL;K}eIHI_o=6{e8}TK}A4;JkR;wnBboaYQ@>|s>uK){fOfE6Xq-~
z;EOdaYHG5-M84<wQ;pW`F3T9pPZSeQ?mYMS4nJDBwd<{MG3r}IG!Vj+g_#1(>0Ba8
zT0r!jc`D}v!R@sJ@-u4&6%mx=`k9T}bD389jju1NLf_}zlvn?yIA@muqOsx%T(wgb
z_*?5y^-r4J)pr}_n>XJ<mu&Je7?Q<(n~z6gM2f8CZVgXm+#OZAYi>N{l<J_SDLZB~
zy2xA|{P0tY6kurj$tHicU)=<4d|QvXqV9Mq@f>pfp5f?EWW2AS3xU5#6zs}hI(n|5
zg?$++X?xkX^Fe8NzR9qEegwjfnv-9~lj8oH1&>#CsnKsD@P3<nQBwRNK>z#gPa~2W
z-4aOXVQo8G+fAZf1kxm-e9U8)iKk=}n<Laozlk%xJ)-*;wGdo_Nyde8HQ{*Pi%#hw
zdAM6k)?Txz-9x&7Lt}EZX+gwZxb4o+J%=HCwk%KDvJPvho+uBQy5&|oVQk}moe#e<
zQA;EF<p6N2Wz`t65sk^Ol?lH(y?t8>?2=8~l2qpGwYz%=A;dlXzOuqnTi?f2FOVvu
zDrn?qrSFYM--qAxV6@Ckh}m`FvFe<?rXu*9g#PDQacOBQ6=AC<P2P7c#N>37*^M&t
zs?~R@-BoVgL(VYsz=<j*?={7>y#=K3@BOk$Z}SX{luslsElcm|sspSpjG47a4$^>!
zYzT-zo)?9Al}j=Ej;Sh$A<|b93F+@&-mjkfbl2k4hm%Fn1lO9oUFQN{pS-zuqyKg4
z;T7w@j*0zl%+>^{%%0K(DT31cmm>hBq&j63`&0%#vtc6+X6O{|)oShdSa#2yrpVqQ
z@U!l^UAm|D?j6^uI{GJkQs~|#H@iX<5?Ah!@cY?mT7(W;72Ke3*cKInf-oqO-3551
zRpN}<UN{_!u@QQHui?N|@9u`x<=<uf!*R$l@Q=i+-HIcK%VHZCYD3VA%?=T8cWVF0
zxO5gmB>VRz%Epq@GQF{QS;i^a3v++8xqRf-s<!0ld9LMxroh2eQSTL#a72zn#>lUz
z0sK#rvPa|i&hzLJc4zRyE3E>J&_|#4vsLALd3g~+d#0^$UmmFy0uiBLFE2^83z1Y0
zg8ou|vah;Fptzt+&G9^avxnc#Cnsi=q%e0c>&41dri_-SfMJx_(f#AGDN><Md*NaA
zyS1*bj57kBz2N3P!d^=*^t>Az)b~bB8|=*V`jOg6{*CM(As-kRp>aLES$f(8Ofzp8
zN%W|&{FUml{7o%BgPB@fr*d02>RIRWa3(i=D>FZscGiUmQ3(EOc;zaoayFz#{q&ue
z85sqeyY{N|De|)N!{-cw?j*dXNG{B(Sk?ODD>QpN<>+ZNQ1ny(DEECXWkaD`kG_ri
zonc!!7T}G=9AZ<_&@!9NkPlf(-pLB_iU1y$Gl)iP+t$CH@K(yl>6cQ{6ty_G-se>t
z;bFt6H`p+Vpm^_~t>!JSoD=P|4!tgDlbIw9SGRn^ZLBxB#wb?nS1k7}qe(ZP)H?KH
z?tWInZ9T4L4=}YrOhDvazJ65DyikNCxlw&IQFJ<2n=C%!x2cr{>jEhS!*-&EqFPGL
znSCR$tJ#HPV>JBk`^wRr2vwWRz#PO~<*Ql6vU@=p;d0+^^fl9jNc6&jf^a3suvV75
zos!riAFJF3;MCXs!}ogM7v~K***rH|?Y%l>E0h?K1-ORwY%^rjRim7&u{^igD|0mH
zMPx0HU)i1a1wlHD9nB|_+XErV$*D`5?I)EyAC37Qi2MO1<LzeE;kw0K_)~8;e{2i{
z4-d2Xm}576m{;}EKhy;BUmF`K@C-&>7Rxb~V5M>tSQv{Z>Zy7cIBeVVtmw+zUV6qE
zQPLxgwP*&1@Ilmw{TwhcX8)CL54(ae%h;`?5RqnzAol+HkWHw`5M0D~T`gH<T@CfY
z(?r>Ef#u)SzftK`Cl%VLo$C8LcyPz0bnbV3&OlSc_9hk6x#ym4yRyVI9w7v#EP*|4
zBAa(H;KU}wQ=v>no@<2pgZa-(*s7jPvmQmIAipkETV>FqS!F>p8&6o@_iU5C>bVWc
zxCIU$7(kA#j1_pBR9ehrpMX<FU#EoEX%Ki%R5<30@~rAFO};PN{Av<J8)Z9uGOoko
z{`VF#RQ!^BWol`6VRwMu69fVT)&uI1Iwrf_r~F8l=Zo_t=^PkW3K<g{-a9oMH=sA?
zrZ1URTx1|+Mi^_kpnVbCNU<z*{BVUpH@p7Ulom-Ulxk`_7TJ#~^^ccoSc}1|Gspxg
z{ThOIm;<KI8&x=cPhw^vu3MVXc+pKY+1!4;n^d4R79FO%Qf5jH4W#{8AqMXTdHqs7
zg)Zsly)(9R4QqMU4a8q||MJgg%?o3=A{KPQ&VT*F(edo~@n-u0ss5#gsJsxkjd4Wi
zg)7<*8N+RJv0>XEM(cFrzry7g`syG%Ep?(orbWS$Vl-Wypy~U`Aq!Ejr|psn3=1p2
zBaxEw5nhh`)0soBIJ$y<Xxx|F(Z#F}CCy73OXLiA&pg%3Qd6sJ#?HX6viUr<P^$1?
z9vf8S<&CXyLh9z&778~z2~vOOC%wNYuUfDRzpR&@EuTRs%i%UEPSy?TYk0|~G{7NY
zxoCo(LG(y97r<XmZa4gjLz>d_BgBTuk2*qx^K@<eI_{A^hRt2;=q6*z`#QNpvDn+G
zB8Bb!=?EPEu5oHKumj}Ub&HopT#qm_TAJq`(9R%A9k$PRXI1Qc^(D!%*|q)PDNK$R
zYp%Bd;QNqL(Z3v+a~(gXCP_ouB2F}0Efeo0A!_mr<J5Y+;rg-K8(<>?o&jR6wMuDV
z!nH9CO-zUZn-9X?7!V=4T?5_~sH>!p{oV>-Y`zSLpO8SL&KNBrr3;d&AHIY31$~^K
zcW13i;^n1J-Jg3^>=Tk_<){6E$ILZHBl@_!G~x$&!IQd-!tA6h*^W)EZ|sYt+*3%!
z%MLW>UWnrG9?Qti%(mXKn&bO0&6n3H!HYO2uH94M8Ep}oc9C>mD;fGNc4WQ9rYL15
zC|ClRmRhwfATBP&Z<`e+4b6(EA)jnG0tYO9GJiHBGs4cKWv8hq{Kw(a`%i^5w7Tbr
zpWcH6)kTD4MpP!~&8wBF1#Q?4)OJ)-&F!V`Q{uEN<&BVKie+=dtul`6)JpY2v*u7A
z=KO)hFi!P1-9JvSwq7>SXUs#~oeepTz5Ai;BX+nd@XLImY(JyE$T%xcvrD+VTg!0i
zO5DiyKuj}!EPU2ZU(Rq)(N=Ns)oqidOb@sLdis~LBWEOK1jqwhFy`cx8`!Vnf?red
z&bbfyZj$WnSfbmcUwt7}pJkl<Fxi1<ohYQBdk8pD=kWUOJwa_V5tS%%=A^pKB{(aa
zv(7F@NvMe!-fij5d&%%nz2AIM^9e*zDP=)1)qvyJ<mS&8uj_uce*k#-SA&JaiJ?CH
z#Sn6oK8dcS@7J6&YU1%TxP5PSm(-f@;Mcz4ioO2jcgzg=0w*)`E*%hG;<ZmeYR6Pt
zTU*-p`@kS31qNnRw19e*Qco2}*b!Ex%<!3<M-#O#o&Y7X>Q3GZbBxupuz5T3yj?&J
z_ff-1l_qDD74oh#Ue%hH*Z%2IACq~NjV3yA>wRWF$>;qq13ya$DNOsJUdIbo;>c<e
zbfW<8Rbf+WiSRLwn}J(#{2tpCj|=WYi-pA;$R$p^F<7eK5+1&i$kG>)M=sscz)4!#
zU>-IaGnt7&GZDfB_CoX%<$Xc8Fs)^$Q}>NPS}@hDp;<ruGDVAJR&X+7_SD%5UkIUf
z`b33SGA=k&N4-I@Oii_*T_;5>{iSCxo>4h{kS*)yBI_c9u^kY9_T*R%=qzhRx`M$v
zbsKeqPo|1wgAQ+|?ry+Cn3QN>E8Fwp&(nVg2J<S@u6KlNiK$rN7VadQq>Iu@Ac|fp
z;;eaw(^4OLdYBY}Ga-+n54X}Uq^44vHjLr)wf1rj^X}p?-F3%UZj~0zmzW>z$subW
zV}glUu;qb>-P)QZ3*zHD4$osP*hu{=T+(C{X%cdjCOHX9Z3_YSWiFqU^j0*wcoP4n
zdpE?FW#+K8B2o}!>?9nf#g97E+LeqBKSO(!mN2e}U}pOgq=kDC^*$n~qCym>d8x5}
zSNy9or+DCYO3UFDWBu^Ei7F@@4RSoCW;30fx$l82yh_J*^jiFs14Y~jZ?ojIv7uiW
z2*lUS+18n17N>(lc1U&8BB07P__Nd_xy(l3MiXq^?y>px{v{CKquP?sC2$ZceE>{x
zqP~6Te<ksjrGV0uvTtIkIGi=&1;nmd1-Hj5l9>zeP;Uj1J6F@Uen}|(u4+GxYBAJX
zDP2@+Nw!o+=puo8q59qrmA<g;Ri&`7DA6$b4O&U*WIY!>_ag5dbl{FUax9c=N&Xg|
zGc2vff;Xe-dK1W6M3`|i7&<l=6Lzn!(F%3p{cyWP&d5XfpqnrI+PX!uL34;@NsVFY
z_4h>y@ynrI7A01}_C2E@#7&Z>3tfL1T?_(mX5XhF--g2j?lQT=$MSfF!S*7A5&vW*
zifq`uV?NSq_L=yJ7Qazmo+8?!_ps^!N)_kLBX%|w!Wau-g+p~@o%+4pY72C=cAAm~
zVx;))C~g8-3%v=;gr^ruFC)tBUjc?L-Cz^#kkM=Yo33I4=WLR$oCIu6wtmgDQA^L8
zkrjVZ5EEWq{ZO^^G<c(+Xn|OIpLy<5hXQHk8;e(DSy7QxAZx5{<ifLSfj)fyin!Un
zAXy&Q`4WU%7Wk4IhOE9fV&0R3pO(*g%SuOFKS@w7n;u=*dr}F`%TKa$L`sD?NYkEx
zLb)f6j%Bg?L=>I7Y;@ZbKVf%YG+yMy(DsR&ePN3O?+RYs%bJ2@PpcL<ofCQgnN%1_
zxj)cdk}%m~zon8j4B{y|{Yp2KE{6X``Vp&B7?@Bp62Ip&q-uh?mXj*peR0w+v59@_
ztHEy+N4><DV{l=(f8U-b3F9ubKG6=cvH70!XrRq(Rc%?`CoSoiFf)k7;A64gMtD&T
zq?abkDyQ@-*as(oq=5+G<WXK%zZ~RBX@tZK*|UQjarFu`c|<{UIcN8AW@W?XN!k(#
z8)r+t2PicE58mD?EUso-8zmuF2oNN=gy8OO3GVLh?(QAjJ-EBOI|L8z?(Pnab)U{!
zd#`Vu=bZocznFC~>8@%<RSkKEX{B;qPXA`>Y8UgOOq8Lzz?>W^AY2Y~eCqhNa%W&!
zt4dke@aM~o49CxNxr(ZCEhv2&$_S|hlt`=OvX%|qrXSZS&cKpD(esUm*X<YKITDT1
zL(HN?Ni#Ofm;!zt#Wm}XOUNo}k5eL$W{8B|=0za;Re}}3UDxxRADnyfxyyE;qR3Td
zTei=I2cN(t+5P3J8rB;yBwWNp0jddZoDQ$yFy}`);c%5&(Gvj`kpk^<GsF;?SxeSk
zi0uq6X=-Xh)WnU3V5iMDg>8K<b5$Y1vbX6pb_*Qc0MC#ix64^QCQ;gVQ2Ol(nZL--
z87#ojyLdxJGr2;ALLua&U8FEgUbW`JdYlK8e79##p4$T+o`5Gf?t_vrf`BQxv*S#G
z^wHDaZoUGOONK>2)P`C%uG1E~Ior>PI>&uUBs^~CS?J13%J|i<BBKzYykxsF$YwR~
zlx&%p=+fN{hJfX5iG2^8Ek~>X?Ry>qmXh2f=f7ZLTe4gfmpqBs!f70Uzf8*4wYBRd
z)2_5l49LhQbGmSRVg;ytdmt#R&fpbMN$mYn4uRAM2SrtucQcyklWy<|%mu0O<lWtc
zs0$a6sE}}4hMMe*5g?eXHNfy+UWS_1yy+C&MfT&~5F$uO_W3W9K|`C-NKp?bC~LVg
zY8tlVB_m}WoyyrsUajue0fsrRMNP7ubCPgpNTxMW<$}i{Ku(WuAAEdujiCg!S`I1u
zs3r7JN3BQ`LesP;Vk7YQs=U1o0Zs^9fd-P!vj#kn#hptPNW@O2hfFPi5a8xZE0P^4
z+O$6mBCF%xu+1DdR3;?tP5Zizxsx00a$j+*;rwh(o^LX`u}C52umQc=4)G#q^4^m|
z+5pJvT#P8mDcab`6w{;kG&ul)ljdi{M)#+Bdd0l~aHriv1bOQxD}$n7{eh2fn`c~}
zhnYdo>)?%wKgJr1?3g`6@w86ghQm8oKwRJA%hoK~<1SX2p?HE=COLKF_}?mYQyv|s
zEp8zvJuY;DcNcFp#{{Y=IE&Bgq=Y19ZuOE@u^^CVaPQXRTuDzZ_Tw28q)LnEIZH=*
z`n#O;Qd)-D=1G1fFmN%y?L4}j^`HkDk{orvb~|ZR-5GqeYL;C}3Q113g+%RrPd@3i
zVjytZ`_R~AYyNUVC9Mm|01bDYMFT($3>YfR$1G`iA>k;`6n3JD{HhSg^!Xd#wptCT
zE0G_=D_D-VcogITsc7Eic%wYOaHmW=I7I-}h62Inb?9-U%IfO!AU{bTkD4LB4gyqL
zLo5}@R_Z>l8AJwrgha!;y8Ju34C0V#C;7h`IGE!Sq{?brXj0s~Q}=H#ZOyo|Z)}=Q
zMf;?H%3}BDt5=#?mx<+BHi6Y+D_C~D+w``VvQsuI56@Ftz`5c2?Wh&2)zg9o@81gp
z0m-9U9;eT|Wxx-G&qE=2fSAP6vdQmJgd7q|-He)SwX&KougBbn%`?Z{8AZ<%n&k3z
zrsJKvrk$<e*5~Uh;dV1zGrfF7kXtG8+Xw@ji+Mib)00P=O&5C8L4luA)dHE=e52k0
zoxoJ0+~VmAM`qP@d-Qa}?!hSq$9lDaKvuy!{KJ3$l-0u6@HuL>3^2vI%ZpCiX-xA`
z@}{l4;lzEL>A}o|)=O-@^8!co4C8My=O8d|-pgUk++H7S1EAv?Vcm7pyAW~6B#K<y
zJ^}<R7O;JOOs}?*uFmClmey(4NY`r>Yvx<8U_Pxadjko0Jrd2$B?^GR$A%d-r98cu
zqS7x}1(lIhbw+1mntm5UTg?q3XBg_`U+(Dg%C)8~2AY~c=8Hrs<x{>GniZnnG*g;t
zM-}2)JZPIVQ}n))8O`62UDL;k3%P3&d93nrNIEwK{9i$ZFo0{%F~+pL4X4S@)@moY
z3BJQMD)qOnoTC=6ua5`pZqaAhfM9b%<7Fnf#fS{;Np~>uC!B7=q51Umc1%KwAUkq&
zF3%4j5GWFxK;kC+y`^tg)Aw87PdGa-c>LjTeZ{d&mA{;9ZqKMl9a;pG99Jh#?Ju@?
z332$t`w1p&nRDc8=~BgK;a{OiG%k<8I=szBA3<qi>K+|{87JH5e!v|wweNsi(V5&q
zFI+s;t6H;^zSlxFs*{whH^~lWJTOEH3#>D^ILS8t!u=7vP2z6<iZR1qV%|;k^G1c;
zqIMVO%T^4ahjMVJD9%P;Q2+-$pq~H@OyI*Fg9?f>_V!9>a_jmP*_z-%y0nRvupLIb
zy1lhHhCKh$c)xfh&*_CBM3^EbQC!_9q`_qjFZ3#Qr7!%ACL*JO*4L45_l<~jod5F^
zdUHruCSq0$+BH#@^!7O#c>Smp`P|*f`{iv8$Z`@lLTYELB-WzYTQ?1g)YEcOx~1!{
zoaO?(K@*YQJSAfIuFCl2bZgTY=;|M~0bO|Nv#voPY2Rk2_0GfGH(%VV+qZHKO%F?d
z!bO2h_jJn<DZSx`gvtn2)8d<FU$xQGL39smNjZ~;jG&ILbH=Kw==o(KV-uphCXbZv
zM=ze%(^-j3mh`#1#yuY$z#9*ZFi~q)l`sM#h4AWwPSBrD5mtWG7?IWWG<ml@#>QL+
zVb~^*S*39bFUwk9ED`<o!T|Ve{T_u2eMXML_xAG=KWwRVzQBF)x^?(upSr>l6puxb
z&`=z=)ErUjsO(^TD$SYlXD^j~1vC5IwMIr2*Z6UGcirtIW=5(~Xof}KvJlMF?Yt+5
zvpM!B8DM~YbM9V{qF%zQ5#w!*HyVFqMBAzR;_FtyRlXuGCl#<HuN%GF;2D8MLXR6g
z0;GB<{E0FQtc3>7+&Q&GTAq|6FWq9UwYuR{)Rb10WQ?9qNbP87Xxu(9hE+0DQ!vmL
z*0uPeQs_ZjKUV`<9-*z@oMDh!3$r~1b`SVg>1&K(Fl%F~Vk*nKyu$Mw!rji}C8XB%
zPVY0FMx1sxQ7;+3;oKWqTt<M(V_zpHdY{lf@}F{t(3zNwTga+m)K8SvSREM8Aphxu
zhD~qZ)jsM(u4F5U2Mdh9c+~lKsEu)MrvCoLL1W7q9n>=07zGZOQ)Rq<eIezmkBsN}
z`bt1VkaJKL5+3vM$o(aM(y74nl)5%so{?8yaQ0<pPG<_en;K4Q&~WgrA;t#I(o1*X
z{3}C#=-}0Wb>lg)kt}>;dp+gF5OR%RgQESyf|2|1(uKEb*M!lgoWfX|;Sq?}jfax|
zWZ=00MrSl#x9ssy;pN46XXv$QmimV%y62*Xc7V6-mVQ0X<PWXG4b&{fj}JUdA*n~X
zZ=U*Z+Wt0RuDs2qk#Gytl%bSb-ulqY<%lWYRKLpeb+b-{TWpqt8u&b=1&5=0my|B=
zAQK{&S*24gJPDRXhl^BN&~q|;+nda8Sufk1;O}gsu$mNvi^~9qqM!b|rZaj`qEys5
zcdn)LI7S+Gj<iKp6zQmL2$0>y02Ay;J()wAET*cfx&QpaAdJpL?7uX?!*yryEsJ1u
z*!BY96lle-@;GiXx}cm#XF8T-Zdx^IbdD}t*Zc)kmgQ)8)mpg=R(&b^>0fV(`Ib#L
z)}YB4Q~Q}uAR<$0T-j#4>)PrbN>^)=U~H&L&SU^l{zidgzqhf@F%qYq?6;aPZ)t2d
z9ntY3|L_{pp`hN$l+Zo)`1lLgprErPrbl&j@j>4s)l+N4eh~JjmHzI5v_DCFR$;*2
z;Pd*`4swr1|JOJAJUv-6@9}pxJdqfuxy17jzYTl6*|_OL#xm`iw)AcbOvh_Q?u&}1
zIW``FSg3Bm!G=6qR#Q%f{oPXN9-oeEsvfDsw5YRh4vLiiMFr(^9UF0#R)Sz>-VcF}
zMyg*CiF@bO6qd61gM=5Db3`<Q2BE!{);^P3oiQC?1Tqgz^Yp=a_KW%aZe_W*LeK~(
zQxXg&i_K|F(3|U8De!KJfb5BcCwI%+$3v-+6uwlk_ixuk{NZAT$qM!dn&Sf;YcIWr
z$+c(8V%ThJL}0kVgqGX}ox(Fn4_%2*L<8^ufM^QjT~opAl?o9ZNR#u>v8mmvA~SZv
zua8FpcfBt<N~1r|EXNoiarkk&TT<h}8`pJK64{$GVawKcN}1Lt_E42%_J3mmh$jzb
zfldgw??bkTtgJu=JGrKp%tetz1EJep27(qmD|hlwmN+q=h~#c&ga_ds*An`#r{9&)
zN)&Wu1l}JCx;CDQ%y{#He?{3y+%lnf2aZ%XZBm#`GZ*nP|K_-3BuCO3-(NsU4^fZ?
zDcv&fsyzo=cxGU9r5@qc@p^wi0T~eD3~4fCWrjFs<~vu~0bZdANgZ9;qgP)wX*?;e
z0aiQRKHgNnFcR&Txs&H=9!8IgyTpILvEfrbtUE1Qz8e^Maz)bXCAH=I9jCI;yLv=s
zJA6(6_L(M!SZ_E6;iMi;PAC^db*a4G7`H3BN|UQ8XpG?=aD05#h&l6lBE3&SFNm2Q
zAlYc|_~?Dj)@^Eo{o6QR?4uaKR)BO?x{Syz^~87_P#|7><xE@@>5<}^M6P)0@;Ze}
zm01_Pr(=>A(qDvG=#?VjO~`HN_acj(@vC;yxa4=R2|wKPo&3E1pjPBnK>ZNmt0Cjj
zzV;Cl=p6<=&rHheivsZFg~hVNuIwkKTIR2cPSwk^j;_Pi-wT}Z-m$~WILdd-Frt$#
zM;EDs8t}m7FeO4>+Q7*-(=n3mj?<Md?a6KQ<4Q6E4TEQU0w%lWUQU9gU%gyOQD9m1
zRu^1TToHr9-L#4?aoK!7jy~{sol#xXV#&MPenXJLVsa8h3i4Wg6u$I`hQu*GeRaF+
zeb~TFnt-P$dAumeG{5t7PNu)-tXO`t<2Zs|;T@I?U}A=iXebDO=Kyobz*u3zti+M{
z^imR&BBd=?S+Ze??6cfsBq!GRKz%b;XIC8%yL=t!`Z#*S(dWI2zsIM@CzPN1^jlo=
zvFV%;5Dnc*#>j?ndes!=h`b=c6ZDBJjjpix>B60`R0vT#GxLW`y8pCCMext$m@6G4
zlHz93UGJBevDIm9#`ZditkfuG7YZ@itRmpK`GgsH{Ob=aCyWhrspt6XmW?nH!vjfc
zy@ecYn1){Utk9md-6>AG14fp)xrXY`o@K)+Phxcp<Z)^>c|*tFzHK~3k7kpi+RM@M
zOzIrmY${GeA3l&XJq@7wA08_B)`fR>8RqTGkDMQB+;LL!v1BC%LAq>_<eegESAGQm
zkal;`88@+{W)iaKz2Z0@P35sWLSJX7kt=axoK|^Nb;@Z8^(1!AbSUM_918L>I-Wec
zo-1~1giyXb+zOlF=bj{pq=ZoaqD_^aAryD-&X|oRsqpFuzMqsmc10FHY%&G`qZ6*J
zkQJ^Up)26a^Y+SD3tuW)6d-y}G2_<trlWRdhO3`NWUJHUQZD&eey__ya+Ak`B-%Y$
zfoz8KN_&v<>sG{%w?0&1b^k(Q7476zZqUnjs<fd!EGeeWSG6uKuQZZNb<R%m)P}c@
zYuP>0<stET3#Ev^CMAI<S?Xw6a}OQ#J^jivm4w!lVzEF=cCu)vF6Rpt^y|Q7H|T>y
z#Ti3%s;_>Tg~g@R+96MK)F95qg%x-2h3MTbk=Of66=S|xmq1sqG1}9THXw<{q&Y$s
zAaoQfrsfD_i#(Vr__2#Qj*;&D8#+S&iBD&^*Wvcs<KYh?>7S9`arQhpv7SGJCs5*3
zUW1`WPXUD|#xOj3KmC`L)E^Sz<SBKygZA>E4lbw<@2<P!ef1DZ5omlm#jCl8-TA`=
z&%fPJ%POg~yuU3?e7zp<zYx>Bt3_V_vJXcQC3Jse@=Q(ajX^O1@bfLWgte@8(MgUf
zFjG@tu_XwR^&L9yuKe0!jS~hb6XrCjaJ56E@h~rr`9)d&zL`!KpeJaN4yE!?d_BY_
zOWx%ZI7>mZgo6T8kFK$J&LYJ7%U3znQ0ALM!KLTn*%W%`q|i(I+>j`7b>0@}+^+qi
zbW!?|hv2n6PReFRS$lp?=T(IZBhSj0+gX#rHfHhhxg(RItE%t**i!LdGR&=(#s#A~
zb^H`go35N{f8f=~{S%WxWmM(G?!Z#FT@Pp?+lQ}ZlREDrFVjsaIaX`EBlhs4uJfyF
zEcoWm{i~rWnrTSXs})RgdF=c4tW>I6pq`BqHxe5YOS}IKA5AC{3o0*p+TGJMa8X%)
z`T$wEhb2PY07;ZbIfBZUK+E))YF%q9efG+WLUvL-Z`ZJv*ZSK|kjvRx!oV1l&c1Af
z$vo;G0f|G@Mfw>-LSmrbHEEZ|(t!cX`s_x2P<A4FA~lL$rG)8na+EuS<{Oq;Lg`*V
z-+?sgKEYIR5BoNMczew>e&fQepOzN>BWo=c`Kv2^{rM+_&4&nPwOGdK$R|*h9P?!D
z`;Xl*`lcNSQ|LT&m^N6Q;_r8wW5J&9lNed1Z}muf=fvj`HiIfy-LTjUj?cW!$WaYU
zzZF%IScMe|1%xLZsnv@E2K}G5^&6_ZnfY&GQ!Gf{a9D~$=*GM$Vj9uQhBs7ao@BRF
z;F{JxicU;^v+`w4VnnR1Hm=<n`9a9*_AU%e_{sjYxh--CS`z@K=f54&LrmriXQ027
z`+B*A+9W-%`0V;Et_X@SQkLXpiGby^(weC4CGaxS_4h|)6@0_d3V7+q^cra`VMTQk
zl_5FkUQ*fmou`V}ne2BMlE^F5LzASMtE+82@+=V_N4e^_-xm%q(wNPWD5)o{KG#s0
z0N7!W!YW=EGmjY24=7CI6EmYlN-fS4jWR|L+)ST~V2_KYi-wGf?jLm~LoBBsrlvIN
z1+vSg5lA(mY*<-#14@A<HM6e{=i2x3^#B~2M-FCRP1-kpn2r{wJ6HNUOt2aagbd*h
z5|~=Lp*^oP)mbejs*Drh(?BBR*jlUuP&Tb%rKz;hH}P?8iL*x-41DM+?otQ;k+dm%
zsZ#6O{d(83xY0}}#Jf)9^|+myxTaPNFa>&O=j9?HC-KF5u%o_KU6!KHw^F5hpYqd_
zd<`|l3BP9a8tecj8R`9j;sCBk06`aCSe2kP9Pu?l`sHIWS(?aYHA(Hb%hg)5Ebe9f
z=a)#B**;7|HIukU(6?{FZnFwvRJmI@aHkFGci*q(QiZ|gvHlEN$=$WV%H3Z-`RQ7A
zJLI@`Qi6G<mvQXUVLCFX>55dZcT~!#Uf29U3W%cJwo1ac;-uSIjvr&@w_(=IB9@vw
zh!UAIls<)i{glr-mu=^pvpmeHdJbAzg!Z~5d^q#PDc|_McEV>Z&ib5W;dni8C_Bh+
zVZ*T>co9~(bo1Cy^`gofysfI+WJ5+a*BsfL8~ywp`f>An%td?H(C!aB_JlbE*^dv;
z7vJW+jq?qisU^@GwQbb`rqS`;qy5PeJo;JvQT<4;nQoz?)cl${yH->l8dK=VIahg=
z%?+t(cK9kHd}BvgX4Sj%G02PJpN%<CynaM*`NDX75tuom9cnV>Jrs~8y@9wM_1o5(
zv-xu7o2`_sJ1kAtw}lGQsnyxt-tGmYcMqxY&E9ap{Xo}aO>&XXubt3h=?3C_Z%3`J
zYUgYHAJ8JlM+LYN)NQC>2!b^nW13{-*Z}VvfWGgXqSNf~5P*8<OwG$luI7iZI5w+e
z3!L`ajry5O4{DiVM-*eMS&q(xGyA2v2egsdORm{(Jl>N#vZU9WizM?En>*cffCkMg
z?TeGc9TR#lZ=_bbRXm*Dyvh(xpQ^Z7z^dSHzCzlF)UghplXt{BuJ$iOfXRkOIH#x6
zds0!};gTNINcc$OeFv1RgV&>Ca@13*+^ZBgkjigABTuv<k^J+%wl1WUP+t=Yu?hAY
zqy2ZP(l_!z!w=Im-YBJ9I!b-}(@75~(P=gQLWNqPoyAX$MJOEjUfiZW(`zh~_}NR$
z``?AV-;;~+2T`mtth8{T0s!EoZZVLu;8i^It4l3wJ~I2F8~q&`SQ3eC^M%DXqi~$N
zm$U;A2puslfBPjm+iEx(sRz)~eL49{a(gl=<K@RY8`|UYe1|UFKO{^ew5$60mhQBr
z_21wxzHuxng*<qt_wH>kJ~+X@+pf0vJd*@H8(4B!AUZr+;emzT4<)!#`_l#SNVLRs
z&AZ%_i-NR&*O?97>ep0DhraY6sPT2-fz7N+ddK<^Z0KVNY~j<)3KO_Heo`64k#@Dj
zpM8V5MJ(-)K7MX1#n@L8q?MRtE%pG=BB-JS5hXUPZFTe#mU`wD$qd<(N02#T)wT76
z*&3(AodJ&#a7t?~D}xHU8luqsW;I^5#U~|BXvci0kk_YWXfqNdpF<i0$7D!Aet4s~
zpZR7#KfioFDYtrg?fLY0ZFnZ5&>#3X*W6|`aiZy*%eN_w%_~hh7Je@?2de&P?PY~6
zU{zEtxX~mQUhJP(8@6YqGy*;mqi5CL`b{Cxi2`S}s?IbgZP{xv@x~XCipe+eW+9wL
zqVZsYwfWp_SpqC8+V`HqB}sXDmW{?JV7V!`u8X;EPzXv(VAE%BwlJPU>m-l)A~#q!
z(G(q;=0e)3;F*bH-nzh3kiLF)ib7Nv=%450er6Fl^T{C86kh0kkv`9**T?PqPtJ45
zoqk!lLdOj#U9Wl<hPJqLGxnYw3Bb#C-*9kKaGHBR`~(YI=B?wr#JC1yG&?k5#t@A?
zE6Sl+3E?eE#L`VOiLplJ9>9KU!sB~rOVnD{^`*ju!-Y488+Tgs@mielnk5A)fa|y0
zA-#R>Hr|4awG-dmQ2f=WUuO&hPs{Jl{18Z`&sN+1G=EXf=)hFa^rs+=1%XhJD+%Ss
zU(SgXXD^Lds%~Lp4%Oemuo2>04ZfV9r4fG$o5&g5{R-ZFxE+F#UKdQv4=+n7=JI(E
zqv!A*%Dt~$pZG#|p}Xkvm-lyO3aI%gg;nr+r_Dw$bYD(nnI5w8<qX{15X&y&8;r8D
z%$*r#?f)RRyWmt&sXr|dvWhBQqAo9S%s99kxiq)#_&!fT6PmP9V))rA3?K%>W0v~e
ziuBvr%6tWi%X-4;({BATtL%8*>lqAWS94lsWw32tqIn6{v%jnEyD6V*3OjFkNN!|E
zn*(`2wr3!|;y)23P64aE(V)|fbXmeZve{;U8vJDA1UPNB;`fMTCh1WyyKR#Z2f5fu
zwoSEW)lrq@m^Jz$$aqCKy_3UtQCb?@G^r|=%S-h<AxII1jJm6}H5g5{Qp9uBec<$2
z?W+Y<>vo$xYu~8j7}$Gz)<B?(GkVreEi8|Ti;nk^nZXZP*by5-#yl_HsEqNEz`KR=
zyWC^rGxeYQn)#*0X*bja3rD)P<e$FvUQ6`r(vf;uzy=-WrM?Ja@d;a={qnUV-=1Wt
zjlBEvH7mQlWJlZPh3ETr`7Y!@8sL6B>>AVGZ&IWW8Hj)W!|h5~_3bnaw@!facrJ8{
zE320%KVkS{Dqj!}UmA+QGum1E(U=_vj@VVxx}9f2v$DFmh@CbwGqskIXpE%N2xTg3
z&1jJKnOSA1Y^762N%hCBIO0K^kCZ4^irmP&deiG0YjL?Ixa^?-&6_vdKcTbuU2h5z
z^1&LFSUc=5T|hu8ox1&%N;{YAq=G{QEVy=e_1+fdyVY;VoW*kMOT4Z-4;0s%Vs9AW
z^W$3CsDaHcM6D1X75-I`Z4^_(-LW37kFyjk`%%$D)IYc4KwH<^b}td1d(LsdD(Mur
z`gea8j+w9c+%ImX;>Lyc_&CoBwSB*Z-BHMN>C&rx;XN;Un?idLr1ds6niq2wm6iHt
zXui3?_qNSTPGRiq`O*DKyz?@6SH+!lEE23C_5#P?t2O*bt$tO;ZK|9wTH`X!>p(`m
zH?HjAK1_%~%iecpTjF3bYwooMA%O|V?Ku(AK5?Ic*f{{^GaW<GE;<oj9U<ja_O6M%
z7m>xb8I(q16ZoL-xioi!#mk(s<@M7JQ3G5QRpv$8KcUx~#J7*HVN~>uC4Gjz>V8or
zgs^PLoZX0UceMzVHF1o<bfg^tX2Mk5)D=5>ysSS9H~^jt={#y{P^mntV~)pM4KNb&
zX0e<2FJs+CC#=s)f1!4*Fn;S59a~7HeIAuXR@sZ2N|6&)yY&KSecx7lM|xgniFI2{
zQzwqC>2K3rO%Faj5dX3xTZBaB8|-)E-#3S}B$U%J=i3%T^zGp07cXaJB7air?A@<3
zI$;m;#QrMW4}_48TnqBRswl;ffbh3d3GaJ|F2UD8$AcHKP=7-LH$jx4>>WG!=Z!GW
zY`p)&hpmFGd5?~|%3rvPT$a%UIeTL!{!xRnD4NrnSaJNlB7*?(1O??E<IQYy_%!<a
z@t?}15ymo>Ot-Tq6>clh4<+Epc#@dNTnQ#9IO<JQAEDi(so3jue?l`9893cvb0Rg?
z9PO+BBCr@6t?YRUKpzqtO=+GN>5o^=d%4Ts!-wOi_M=D;&om#zUwAh2FrY^$!o3l=
zI4G4P5H2n-1W^Yxpx{#yqJ;MiKChK!;VDN-6im*<gI9R#&e<}YxF|hXQt$OrJscdY
z4>#C^=n9I2w>$wjr{{-P?iiL2)ugNR<LquoVc@RgWZ)&O`vUiZY=wb|;I~r&>VfT&
z9AhzDCD5-Jb`ye8S}1Z;2;S918P%_5^NZWkKFdMA&W3RGL8!k$-PZbN1NNP5ACL&_
zOiO-9uiB|0J}`odpKTKRAPe&j!U|5_HKd59_u3liD8NMTk{L5dkn9@25IJd{N~1Ld
z?Ex%Ek6W$!qP_GucI1wQ!5QNnsi#z&2RR3;xYXeb3D2%n@01d1PJRfupt3-t)Z7eM
zOHOh+5Hc9=XU{CTh_1f&)!BJ+o92*xzm(f8Rg{$D_CZ;*l7i^L`Xs0f1!x2dUHqso
z#lnMNd2v7O@`37ktyh#N{poBHdm9-ejX3Dy^57Yi1E$L;G~7$X;1DH=?4tdi8PWwJ
z=dIV=;P5q8@(?lu9+V@#IqwwFm2!6KiHtsvx?h4`NGWY?xl;fabK(#7VCkj~gWl^0
zW@~||;x^l!K2v|Nir_;#Sr_+d`>pt>%g*)I>5)C)eW?;3MuoaW*eJ9B50ysx4};Mt
zF+R|tlzKC1WvjIP4yU?cBHGUp>?tZpUGm$~76!jo2KAMJ4i7<UiOCQ0wcV{0ZPfia
zt|Bgk6AA*Z+BhkDlZj>R53fQt9o&o~k0FrU*7?)>vSbE5RXjXAmEu`0D6J=jaZkl^
z*aCb@pK`|_%Z0Q#kr0OF4i!+H#JuK0smjJdqoisHf<bQ?q*0*^dcvH`WwpE!-SkPD
zq>9SCsLP>pCGM4UTbp5;2vV0=xuuxqTwrrdNfaHGuBseXL3wSGKHK+*G6D<Le5_05
za(dT<@rdI2*Lexc1}=4^DNCQxNzGzH$EHn`p2uP&`2f0UOUnb)dojCoXL=%e^o!}T
z+IC!?0==pttp>}U1g*JQ-NyQEveI{t{bf(*s_hk78wpi|>_j13HRdkUAu5$G>Ty+R
zmtpeF8Rw?i85)*%eD5r0D57+HweN#9=J_+KlJso(vu;<t#Wtv2GDXTYRn;0h?sW{>
zaIKK#8&{y_S(zksm;`<|cd4nUToSY0^H-+T6!$fCY?i`ph|AMGTB)4#y(?QzE3>6~
zt93y^L{mQJlQ{89GP=q4G?wwV#3@y2eEd+J1pIQ6M*+Q(EwIzZl_}d;TdUCN{Zw~y
z?+NL=SzV@9t(yq!KCq1hG?oKz&QJXy6zT8lEqlm<V&kM$)oEz#^DQZRHnK=+GcOZi
zTQ9yJ=pbu)dl(=P+UYI^c31d5O0=cvTSUDrMUU!MD7sC=$jf+EmUT{640d%Wtut@t
zX)4~V4hTJslB@7IWO{0LcDXQQ^A%L36IE(npvX6BLN?AmFzrgT%d<^}kRD?CRE64Y
zY`%<H-etR$sf;6dKgtG{u~lE`L{!sl(m%X7jw#>YY%Z2gi$a!RP+dQ^2K>TBM4S8R
zl{a5;+0GrjS*n#aRn}XNToR?@bExx_?NTOUrHGaI(2)YXw=D-=3J#qrPhM9;iq@7S
z*~zHn6Fm$>SP1&J?bvNLN?h^W_s}4WUt{E?k&~C4u6S>#w<_t}6)a=H{UvAV@rhr3
z<-S4$|6;C6qh(`ZBmWwKU27VsMzyhmYrRiU@UD859@MFF(iXN@g;lm<rK4t}Jj#-g
z1`vDp#k%n3k!X~bR*TU_Tpe_T<nJ_ErE5g#WK@x3ug(p0ZkC3qQk0+$LaFe~xkbs0
z(_U(4->a6={B9_-xJGS^K>N|D9bX1(MR(E$R+uM-)ZOJMyw`wt(0YdSj0ZxV7SDTX
z!WcLa1xDPcW^OH?9DOhL6g5%8t=}QF&D<=4YY*D=Se~7Pke;toxk5P1#_&*OWs<Lm
z4#^2XqO-jeBvUuFS485fkbZDaZ0;MR*)61Z_`io~L<{jR|MenNclZ`P=(8IoUn!tn
z`lNCq`11~CED+1^DjwMF>p1qe={V>cpW@$kga12A9@b1O^?zoByzPt){&&yD|M|pG
z5NpB5|NS)Nd%_F_#47*!I^=~XF;eM2^X(LQo>n&3XjXp0Vg8UX5;$+UU)j9THouIP
zCnjX)0{hQW{af~TM+%CHiuSGAbeFB#^bk6T#SrdygHF4L$Hz@(3M86oV+5VWJR$2}
z*ltKNE9n&<y=Y~k68FncTr>1<k^OrBXz_U7QL2_V7NX9Zv)(|u5Hp)iWF!SEC65L{
zmOq-#Z>G)OL3Tmk(fd1<Z8Uk%Nr1;0&q>dH0#?+9_z}^Lglx^{J-2ceia>06G_c?&
z-G2>k%CBCfYe|x(Pl*q9R)XRi9l<See3e=;yHg0ke1t+rozSUbJvtH#H{U)T<AriO
z*v+_PcTJpT<9R%F!l*Y?Uef4QnS@oQS&5mZsLE}n427o0Mb4M_Wh2+KcYYcj+=xz)
zla!Pk1s{&33fbDy(<dY5Ps0O)U%-&g#}*n3$IcJ4gyHEY^wEI7JH7TnS34+uxPmpd
zgED|JAK7hPfb!4C&U(?JIt$5%@ydz3&xSw6UlEzyCH@ZUsn>QXZNX7Cw+qRz*+sCj
zzcBJWj>uUHP6WgBO2mwg4xQ62Ym@bQ?d{kec5P|pj#dEt<f)M=4%krD#aS!y=hmZ3
zLB6~1X%}l#*W2Bi@g~3!;x^sMv*AYV9UT0d%F4;316p>SWVb~d4i^`|WXS31@44lq
z<liCp-hN+^?=uj;fh}_L+rWF<pXMj5yevlT=`KSF|E0*|&!Ch7jGaMNy?#FWvnMaA
z=V#h*y|1}(*9Bvt-^8J}2JZJ=n*f>;>xth*!3MN_U9M<#-bmL3m*Ji#HHVjZN2m2I
zAviVtMX}6efygQ_#KM5Mf1h^9k#7sw)teRB4Qu922-1W7{MduCL^F~1x)91{K}7}2
zW3`Co^pJ<gjJf0O`lY-G_bRK}c=N*NSEj|!9tU1FFZyc(Pjk+(6}7V?a`Tc(M<bms
zY-_wywrH5-1lWNndRjl2QYP$1c^j?ahg%~iZF_kh>Yz%g;97=y_*pHyPykd1Jx{wU
zmcp^(cY(B$!-II<k)N<_lR{V>#iI^uctbPAI>v<5#h@^3|28gqT%FIkN|k~5)OioQ
z>TR-hQsB2u@cKpLh_U4pxKX!s(X+_4Il2XUZU36V337;Gb%h9A2%&THS2x{eu=~Q&
z=d?px!-vPJNWVHDaW&!VMojAi7!bXnf2K=nk&9r_7MNTZOb)^Xw%jb;Nzm!`c)1d-
z@>fwfZ>w5gRvSKtdS-whT;otVqC3+m+kn_oo2x<-H`rC)SpyUl?V76a(+s4bAncBR
z4Hv(GkDyzOd!vIo;zMY5-pbswT|-N;fqH5$DpjA)OvhXmX_ioSbU~Nrzqw4`;jrUb
zp}G9pKg&BabP|+_atD*7MlIu|g1$~UBZ%OQ?A+s6``B@9V?ETKE2)jTeh~?AIaYPl
z4L_LzDh**Z@tzFPnUve0;FOYEK3?oZ+}>q{L=PQZ7Bk9x9QtfZ_Ns`p@4`m_AGAWU
zKW8bE^33?FyE5y5cYJ(&z?{{vQFFC(vk9)eMd&Z_AiOHn@6f>shM+I_Nq2!rbNmd4
zC56cdmPPkZeiMS_=x7NMmfTI?S5{x#Pjb=}6Y3G2b%gY)hSf6$nW$pJ_TPyFUmGYp
zzPQSI^lBV`$H5x9W8}k)%8JFNA?|A%4q5f<R19Hbg3U)}MNtn!gd5^$<hV75XKMMc
zi<x_^=Vsr?5Hk)qeySX`h*ano!JV>j#vY6su&>SXlsjbYn0GzPqC_hS&bgiaeCLj@
zKvKr#P}F*Dni6&;L44G>h?~lq@|*VP4XQG(g@TTf0>35AI~x|nA8#K}6_MqL8;len
zCCT@PY$`;?Y@a8h7WRP{#fB<zshcR`UV#9JQ_G*5d!rt*>%<;oQg6!QwP0<^pgr+`
z?un)=N!*d$cCY8PqzvIr#e=FA;+@dz5Yh>~1bv2<%QwPyY2o_`>t9r1Fp061POFIM
z9YGoHf3cCn?o@b$@Nq6jTmHL(JUl65jZE4jEb0*iKK?0Xdq;BDIa!~_n&X~<(aDsa
zm&8$><FOXCn9K&bwh8}STcO=eMi(R;31Xk+A33MGHfk6_Qb_yOX-+NcFS%gXM`E3+
zPm8%uG<RLjpP3lw_x}_R7<bkpK3)pK$7D|2iTf~km<wQbcdg0ZKXGR;y!Abb&XUnv
z{3(_FM0~gM4mWcwsd<MR>9Jc^G{1H<c$&-UpvLRb*7b5@ecx;c*(rIb`>()*&FT$R
zc!Zgsx2=eA^I27_Uffm1y*9M&_Noc|-&g?pDU1`mjw7M_oW*>xA5RD^?6uEw_pIi3
zM~$BuwL@+aW?o`)H;<>05Xn4tsSV$IY0AS-+x>HoU>#mj@Tzv3QKSu?o{zD49=_Qe
z`S?5riLP;@b04)bHIB%v4}7mEtwx2TGz(u!ij&wL{)FcFN2r}u`<I$~>Ww6<TqAGK
zADR7VnWb)ztSQ^BcD(y+@Kd%9@}(V*nxz={1pvPE9S>+hxVQl(L$rrbzv9}@SXMo8
z*&^2?o*gn<D%!tPxUMZ-j()}tQ@)qQP*AUg(mm<k5UZv6aJu`0kr)58#S<B8rSul+
zLNgrYS8iCOVFhetOmMz{g7mfoOto6>Lrvxijn1A?OVDr)cNY+%b|SfdDML9>&|YtD
z?-LBg`}!YY%~rCb7a-~cBjO;0Zaye%c)hf&rWi5vLAzq#9>k9?>2~S`G1Kxl5Gm&|
zd~{`|@{_XgzQ5~e#IVy9yO@T+u(mDH2EJQwg_j;zS#<ell9WkIo_Ehy0NCFY*qkmE
z@wWAld;^)Zxnl!GDA#s^;@Rb6pZsY`KE+F6H;-4T7>IC^F-WQVrPB88VZS=RM7Fma
z(b!oX!y;mr5%_M<T{jC5w6;Df(YYnU@kelMhqb~Fiu?B=z1VVlgiOS({mU^zn6&9}
zr2Hm9$ut73Z<pUWmlWsTGz<5)z^~m^^e>)y2Mqf&7re}Re?)%7Tu*bx=kKR>3VtFD
z0}#V9{2i)!m_Vn<Ri=Zz>~_G^P`z%yz%19fNns!<bSjsWd#CLeJT$s7nQYmOtn&gQ
z^Pk(Wv<V3ai?cE@%1CWRmQCI9qZ%Rs2EUy#rP&^Qe>P&qV=cy|cZUVFf7x^`qW$X2
z`W?l?e0zUxnz;i~9shXByd0%oe@RPp*@H%*^RQqtQk0~%wbjQrN7>faR=`$gP1?=r
z6-7Zs<vhfQG_XbJ?PiqW74m3zdP3SP2INudY>;*2zdENhR)YeDjN!9C)BT@S)_*IT
z<7}-<&E9lKEY<~lp5-h~w=LTA6{=RvNF|H7+7vQr&Pul~&2c~?Y~}_%c!xu)nuJy+
z6tMuTGz@$)SMB^kH0~W$Gii9Ht$!{HDd^H%G#|BneInhiYk5Z9k`=-NEzs<`p2%g3
zm2eeA9&H_7N2h#=`!gA)ek<k9pJ{c+(!$*3R~FD(5;A`cY-#_OR`fr^<~4*2e^WLf
zT5=2e`p&;@$0tX(eaH;L6al8@F`x6$|FdTdVPHSvzx?kXMfYEdbANSCM)lC@?E4MR
zlXg${jDP;#k}ob)_L-vuq>h<Nv^cXgD+qSImJlU>xaFWx`)3xzug-5ZrA3yGdYYqH
zNaNLS!MTX6h92Lt_6})}+EaSwUG&*f1qN#k95~zX#-!I5MdnV7YNA`GF#=m8PQsUc
z#f4tWDE*->pClj7H^i1xVd*X2;}GCXt`$&zdJIm8S06vg_$H`2FuHg6&#G=Egq{T_
zHC=VdF}DH-yL{}-x^;P_!{6!)szwWu65=(kw2zQD^8B$57YCLmhdIq1+MSf1jtx>U
zVnpCrTPeNmcp6d0P4aC}nwpEzmEVY01s(^&ZPzd=eD&m=*L<w%>Hg94ZPg)O{5RIE
z!xuHXhMTz$d{qGMYxdTqM@j1P&C#9vpn46jlB~8FZDxT=TaY!e#*mg-bj7%wnL#u(
z!xq1i^g<a~K~Yg1qYt{rCgqf}%mz)w$lIXId2zW$ih<a>t2u+_N|TY-<pO%o%nG4K
zaiw1^`)kO5WMOZX@_%$KVx6`YG@}vWg>Rs+`faNNs*Ag-x;%ouLO6!~FP^>Ee=MjL
zp?i;LWjh_R2lS7@aMI@9mpQ<oI{o@66*;&@`XjTw+97C8m18T;!jYieK&;VSqv;l!
zk#$$>EM19cx)8Qn+&`{+3dcxf9=Gg@g!8C3Yq*Xxl}8S{OYLEK5izxQoqT(=G24F*
zHM||`hQwarnXa_W9FC>2#aO!+LK5nDmlt`y<djCA0Cb5-AsSoa*L;M|Q`)Mc^enA^
zEU;-5Pjhh>qsf%<GmZLGJ~MVi4y;*D+jk5CR^}jWA@RU3yH^Lg<u=$vC=^G|WXLF6
z&u|nSn0bP1IY|3Y91AsHnc<Oe{RtcOPcBLiY~dax2^RXXBe|z|^~vb*@i*rlW~&e#
zjMlJl9Z(kCxYQV1N;kR*+UfoFhE}DW9jXc63O!F4)+@CCu?j;$bN78kP*Vmn&9(a4
zSVZ>=<rAMJ+_x;L<=PM&Gq?Waj|7@S1^31bSZ}(#FLs2npS33oovNCV$Cc-m4c|zS
zQ5a2EgA~FZL>%ul3~GT%>)7I`h(PIRK{l=H<PL<X9{fDllzY$7_mjrGP^|1f*Q}qQ
zG$eRVk0kVJ2noLm;-QXFs~JPMXY=;e8*69BiW^mnH=XMh;Yru6bIa_%ygLdGitljv
z!sG{?AVqB3&zOnK+Xefks(aEkMtXbtBH=-nI<-xpdZXPN5xr??r_2A(jTZ(V-{O}p
z(wP4?!j{Ew07`Nyps;s8*>PMP5PEDxxNt@*?{o-Cp)4BU%3};HTG{=7#UWkHDQa_)
zX@Or(_DPA|Y`iAGnkQB4j+8;BH}A3|`hT3<Qfij}+3ZlB8K`@4m<uEdUSp#0Yo^G>
zV9t=iIA#kxk5jPpG$VA<kwYY#@@^M=4)Gm|>YWxx?Ugq(UeeHKHUL$!>tWoJBK=3t
z$e6)6{K`{<e24{^PaBD+D|#=`%M5GoDBsW?*+$bhEXiP}Bg+!~Yh0@Kq*p^Hg5LRu
z741JZekjkM&k#&cD-(hEg7rST+9ZJ{nhlZeZl&R}l-zBA|9x^5@x;{XZ;nld?$_Uc
z9|)3l?am9)3a8CGAf~_I9i&TGkZ!eD`8>1pk$mtcocBM=${;rO+Wvntc(}ozNat8P
zwwSCQm<mWDkW12BO8y^=e$Hko^uLgbXHi_mpcYhIlIw`wY2_rP#aYM0QOd``S|Aq*
zGv9w5kxZ+tztF#JadT|O$|y5QWx-e*RV(U0+z?v)FD&p6!}|Y6I6`}mDd1k%yJerH
ztf-z3D<>k4DzbJOORc%{?!5j~#mq{KSDigN4-g3N=!N!LF%ALx3>J!PfBRmmnhA%3
zIJWM2?8s6}tCjBF?yHvMTvmFuT^q^vQ(BPz3JSw5HkE{ScUYDrtZmDa*IFy^>6o~t
z_{B(iA~8es+iI;<1+8vv3ij^!%0;Cr1b{Fo16cYVSCLv>pJKE=d$3$c)?rSV-WT)n
zhuds@n)40ABe@2oV=n>S2-L^pZ4z73^}Ht4>MlFyX;TH#mv576xZB~ygwnr2L~gce
zt)~O^->Bbhn)G459ZL<pH8P02MJD)z_$Y9WLEyCAS(u9E76<`O<m%Pm;;Sp<bUM<;
z-jGk)DN(pj?blBjB-uhxR3Bb@wyesWG;S2>=Y9TM-k-XkpKaJEySniDLVHI-auFvv
z_OlZ)F2{}US9}PnEIvlZaKv@lv)3zO-FS+k&fBbvpN=|dq-Xs(<0_@qNF3OPl-qCG
zby*%+Pnr15HSW@DLvZ2`ZTs`j=f5D7!|bO3Zk`7gg0l4u%d>qKj#gI7g52H+3vJTD
z?|j_d>8<BlC8d7oWCN90j5?Iph)SWXcbBHWc1`9sta{#DG?E1};MSndlYwlcAiLIg
z(SW`JV@zJGaO5pRvUYac;^z&BXY}<a%7!e7sFuXSpmte0fM+hzI9{cSnB0e^Nr#=i
zD0l{VEZRhL3f4W^QB44L@48SjteK5c(z`kCFC0j&J#@5u<cQNiUJ$`qa$O!4k0FNG
zOdIQZt6oChL#L_$1z7{I7MY7rX+A$|P(zRsJWfts-g;xbShK?N{525iimA=QlWP;d
ziHvr#R_Rd*+67#s^K?kRIq<OSSybIvOJRnj)Zp5*&%qI!Eim@5-k5S=Tw~^jEJd=8
zae$%V)w~(z$g`AK8$&cWW+Kysq;+7`e@tL(a@Owg!Y^+E&)5J?zz__r`e69P_nJS~
zdz-sW_XYNm!xfZ^Fu+_l?z5eZk8%DM$RNA0J&z6V)7BWT06{&f5HY1~u_l5=JN#m<
zUw>odiN2@ge6XXq6lX)q+BC#|#29hfL6~nI5lx85Yi3v6a}2OTK#Uoz^;Y2(tw!_$
z>4talN9<sUn;Y{|vE;$e0GnFhUe!Ng;m<`&8d!NMOMy-W^hWE9jFxN22?L0(d{C>q
zT|S=jl!s2cWEZ_0ktg9Jn)H=%`nNP?B>*!D)u~w|-sYr$mnZgfLGekQP*UlCBpPjq
z+dJe86#mqxapXM3*cWxD1kXdU&MRrej&|K>;-)!c4-GJJu)!J$q5i)ip{yz+JyX=8
z<^}y%-b`K_T%3AAs4L(4%mEngq^<<%&}L*W5dGhO!7JsRl=Vj{CBe4RJIK7cV!*M&
z4?byOZ_@9na&b4skU})t*ZhvT2pY51c5aSv-tOKf$=>=jU$8)=q0U&?tv<Y0WDlTO
z*QEU!xq~8n>HZo^Ir}lst4B~;@uP#0^H!zpMm18u02C$i!~UKFP#PLnh!e9D%Xd{}
zqq8OYp!RV~!2WGd<WU}Da#Du;Pfo8^*2wRG&tFRHPhLFNd|~rU>B*lI_*fx2xgkm8
zVC|OUOis&m5LwMvHrV_olw2lC@z>4sYdy6zse>nXN6Zi<Ktqb74=<jn$hMUm0<q=9
z`xDiQLg1;pAjN5k(|qoW53_=(p5!x=gS4D=&e7)m&n};x_4DMWL#Mo<mM<J}{ebR%
zuw0jw`P{)`%}K9TrqnY#$H-+NY8A}oH7zE1yr-=38k?7|-zFh_MUI6_+t<IX==-2d
z>gr1DZdIYX8vOvpNlO6&>0Q`y!5BQnQSwRB&2M|k%yT`OmUL}e4ee3?F_=KBwK?A`
zsSRSdDk<*Bn4x<8=q~}LITKV4VpsnKKvD$!F93PNCTsz<Z;aZ0<8#mTW==B;{w3W~
z9C5lZhwKLOtk`t%kv#!rjoie@<!A?<N6eJ^PzCHUtuKN(y+SKc40^q&0$rE*{?WDJ
z@rRV^57CGYXq-LEW}D_A<%K=S5xYNqz3?NdQOgi{szkM#QB)+ST-0&(80Gmzrd2st
zHQfIN7lz_o8C=kNW&VC-S|8k!BAM(D$`#MjYw1xda&=mtPj+*7?XZcCBXXZiuC;SR
zH8I1zIuS$XcfoX`z?+_uA}D&BJ_qsmWsNe)Jq``TB}iuZe!*dh>{2=!CZFkUie*|I
zZ_=G;uAQ{|YSw}*YdsXV$zMHBQHJ2|{bkz^_iJcLihcNoll&@1bm@xUsJV&5ZL2{B
ze!%`LFFu$dH8!M;m+k@?OS^?WEi@HFG8Vb#JFww+?rqiY#_lTX_`n;`!4~Xzi?R!x
zjuIsjoEwAbde(vnJbDI_uYzLh$K1GlxPn<3t53oGk2=Z3e3{wjtoWwqG_KC*taGZZ
zwOw(&&O)cHWPhCz98ud2G{Gkfly=9u)$+b~7{L;8*uEA%lU*bcf4mZwf!l<RNg=!Z
zEtz>NmB*B}d`#8WUrBfZU{L1c+w)UAdtS!*o03mcyEX>1GE~&lyYyFm#a?(ed_{K_
ztG1s$6Xe!6#owy(iVAQfHc5xmtBa4W^<_mN!aMBO9w#ic?}z90wK>ypF^DwM6a<j-
z4j$bmDua%^bliUbcsru}eR<9|PRQ1R;B8CBwYtKQr>&%RPHMh_>*#820I7g|_R@gH
zApdyWZtWIS12Go(QW4>w_+xak7ki<vEB@$)s}KoGd&-9V@e8g+#q6M<F12}o<ycmR
zyB<g>_`1gVV4HWeV?^s?hr%^#)N<p2nVoTF%FxA7Jcb_R66rTAK`u++(m+(@T$rXw
z7T@p*kEjDJ>~V@8dGVbsoX7G&3z6QR1%g#~x`Sp)tQCs&3m*F~aj7~I-*<2wt+_fd
z^Ls(Mm=CgU_+QSNX#X@iRQzeGwQ=C=^HpqnMedk?8D85QHe#^pGadcPHTC0SgSqNH
z<`%R!aP>;fyfJF9+whgz4FcV+gvcbzH^kBEX7?^UCZYQpK=5N17oSL2sxa`6&tTw!
z+rk1Wrz!2ZuRjn6heuTGT!R9llwR9YPLe!|v)vPJehZeMDv&`q?&w}WSF696K!Bv4
z49JjNZ=zfS>?kn<5>D#7lrvO{<#~(km0xrhRTuLR8})ONTWrembzd;5JI!_j)GFNt
zHf1+B#x1<tGIwZHRrk+&o7f58uFv;W8al(R;PqM(kyu3Y5oJtIn;;D0J6Bug7zyr<
z>R!!ZCoAp!%W%9^j(JJ`gwa=L=NIyiQA`;v65~iOE(6x1uAf<rNVs^IQ>-dX7DGZx
zFR$BRI_EFjcqr}@lH=<QKNf9o(+*F3^^m^2@22;#qVl%GnqWd4u31)3D9NWa!!p4-
zR?2KzH3oZxKQlQk$KJlf%UY0saA0a&Q(vAhrG45*bHPF)t*$j#<;B_+xLs-}PjW!y
z&|j_f18yVVAai?G$T_>bu3RhEGmxMh3OOye7@=tCd475<PCet^(2RCg3$bv+_k59U
zqZ_iVc|E`Ph91AVct&bhz?h0LcRG}<7Q0li_v)#nyyEdWz2D_{cNEgDaPh#UE2a_3
zx}a!GlQ%PupS~i$gGGk!TWuFdKlw-wabR6E^<CXbLQYFX*t~obNz9*v=Wj9}0}E=1
zjc8UkLIW6@6WsFpIM(LfRzhy;GmAt!z;R=PXHn9ClDAf}zmR%*e}o#*fKsl@QVbgy
z3bY}+{AlDs%?xEX3WO&};=*&c(WLYg&@-_*6X&=`s)We^5hD_FZ`S43sz%boQTV<O
zMlwoK%LRFp=vMlrh~O=A8d)Dgs-)>u^y?P(ag#*HZvW&D1X?J#)0|~k(kDOzh$LEm
zgcKR&4|Z+~M^zQq)ghM*IpjshB4FP6h}To3!O;o_!Q>v3-~QNk=;tjE%18RfI~LfS
zn<e_yToD&f*K*_FO8&Rd{T#=fTc-Hxc~lrFK3t;NJ3G2Wa6ZYa14#?P5{-*Gx)I~a
z_uHR|E%x@_N~<Q^jeu(5M>rZ-fvF%ZoKx!jIvW{hb;^Z9+7A|NN1|Hr(~C-*P#g7$
zobHi<rNl>UxOWDszoX9Gy3XC?wRA<_THNC)KIC4{>bo0qI}B=`B@#T$`+OWa{#p^H
z8p(~67PqZF1mo%<YaYqe@v!jTkZ|f}HsNSK@s$#v<n0vM`0!^zBJ&FcCSv5%&iM>;
zoU*cB4AUQ%aOP3{d=@{rwp-Yg@Ya$@L2yE^FD=)eokz}@?LMasxE+KXy5Bhr-dW95
zn#*1ot?vXC*o_qejTZ&9yjH7iClNd&v>cqoUmxXO@v!l5zuUObv9{VPpQbVo2)oQv
zb;!8PWd+q53~ubYs>3VDh2;G|+`VN~oK3SfN{|pd!5xAV+=GXpNzmZ#?hxD^g1cL=
zK+xds7A&~C4DQST12f;`eUj{F@3YSO&RXaE`A+{~!O+uvS65eGRaaHt^Hx8jW2jFZ
z9kR}Sct^3?Qi)5e+zL>lj82!(_vH6&e>w`A4wi8U3um9l6BClZ)fv?wR(O5Si(J&?
z<*}k8Hdt-gk$MxR#^p7DZZ?|M9hG|d)fRr9L(s+0QI?`ax?mFLz8r7bEynfggKO#F
z{pwA2V*4z#WvimW7$gzT&V!hp8=5z`9ZtO2+HqYZzf2a*@wrI`K_D8lx2cAZb*^#6
z#-;>oSGMH)4j=Jbs&c|lc_`?EoLb@=w}fBN1-P{kQXJ{pZZMjfFYbe3bqSpIxF{(3
z`#gDE1MEKEbAEI-x|Z)(VopO|UteZ_QjdB3aoGsHmG?Yj>k#!74?Bt{I9r8~bWg~v
zTw)Xosl*C<@uLw`(H(7b>ewzZw+gS<=L<mxi18(!=8K8{EWnqA#R#jC(R`o29YngD
zV%PAnf>!})@ZB7Y+%1l?<7_6r{b|jUJ<dY3#0HD)RXP;Ci>1BixO81C&EX^)o8(MF
zajrq{4D9tPx=Sb!1C*NSyW-D^wlrUou$?|-%LX&>fU|SpST{SKWmE$+1q#x(dgPdW
zDbTmeX=EdhUdz;RNs7IU>+0e?TP2am8w}X$=DV)c_GFF?ivyX`R*LRBJaj()f`8;C
zcQt=lDNszbx7SCXo|IiWI0l_qdqkF21>8aWj9xFkVVe`9)3v}7B-8z9(W|2MBc;lu
z*n*jhwT}^=x`~(tVLOy4Xg3h^HR_RnOf}{tT2pFNW^lp=&v~+<u>nmAcRdaBw4Uvu
zQLK%IeM^T8(=5?W(x{=Q^D}R#4E){d113$CbTW^4u70k_>RIpREbKaPe`C$p0cZ<`
zTD$?R`NxS;s9EfjnF!1`@E2y~COABu-hmm;OpOMzmT2NFb<{*J>qO=2T!_%z>e_b}
zN^YwVPy(@lj`+(^!zHJw0ix}fSMUJ!@62fPgl;9<nN3_6<@PPB9=SG9QoCmVY_mdR
z9~H@d`e+T7H&Z?DCXReCo45(~7;Ya-&N>Z<3v`-nK46XWOW%m@A3;e8LJbX;OFWrt
z5;3Jhk5*jwZYe`1o-%%7CdQii*zSl_GpPQNv*@VARq5>8wA&W|_*kcrc+KzRE2K*0
z(To0$otF<gQfy|o#6(M=W)|7f26%qgC~{dFAOUq*-quZ{lRrkp+{ms?+FG|Q0*=up
z@!Qcs^8A}?9~_EPF$C+hGzM*{GIKT~<g(YD$<>%_r^$zYnl#DK$7Ca-J51;d3vvZ0
z@KtZDHmJ&zHdX`e4Y~v5my0}xMNpy+&DS4S*Ng7uUG<?xr_iN(4g8V}5{)Yp-PC!X
z^`*K({S{%`b@csj6uWp$<Aj!Pv^>v7STB5g8kn;<G<DZn1*d}*GAC~6+Vf=Ys6-Q;
z=WB2QyH=2~^{H)zrvq{ZD~MV7%RY&dSA)&n4875QY8((vgF))x2K5>%7p@U~)_u*e
z?9MaGgL73DQ#@qL?^<w~d-!g#2Rs64#c1HKayEmgYA4~F261;?ALm4-T-qTWxnXYQ
z8~OtFne!)<s~y^?A0>B)EnC@%aRL#!)NriMy8=E1PJr3Nv-B%?-p^+8EYzlacZxs`
zdd)MU{&QyDt^$!>OFBUqHOmZbyK*t<!GN4*d&d4%(Wk`W7Q5aHPj)$3=JM^V&Q^h(
zyhU~nHiMWCT=Z{%DFSZ=rLkM7Qzhx*QjBsfyYQg2Q*>>mNvqV6n)lYCb_m3LqT&Zg
zYl@}{7;zmP0WBto&OfFa%+_tT-h-5yJo!D+AMNe^mfn2we$nYMHPO8My`a8)ap}!N
z_Zp-}h|MPnt+%0CtJ~)ZAAYf=kv6@<e%kZ^)#S0kz3jdap|uJa;DG&cY{&jYQ{kXw
zk=e(WWs%O7@BZwj#_5~n*6S$p-9yhdS0EpKwXP<?`MH1o+Z)k^BdAbNxu6g?#X}b2
z+Lf4!b=Cki@0z71EZ1M9h6E6>)j*F$LboW&uyf%atcol$n4YkFKtV!q*CF6T@45f6
z(dn0_YCNuQQiGSZ-g=RxsYD4*clnLj9f}HxIlKDX1VN4(nkxrcSw?ysq6fOV1@<<w
zHG3}kH@Kz0`Z^<+5>?f-fkhbvKR9m^?^2zg3*alL+P<SFXVaUv`=XS&k+jxHQkf~Y
zG7YG84X85jn$yp|cJp(KUmuQafm)}E{OBKY<kAEl3bn1CYG(%#xG8wOW4&6M?flT0
z>yS<tn!JCxhBIa>zTCQ+4>~gXrG*^R?;Q2eE!wAIhn)>G40yD&BCS}^n2fm#xRxMe
zJrorU@#1ji@&?&9U_&?dS}ZkX51P!Lu*Wq2k!^av4!P}V!Mol`cr#Gr#iZ66LoA2O
z;)f)6T?fv-40Cax^5ZxQkpSyLw6pT$q>012uRKepV=%qMX|Z1>J@QPm<0;91q;j$?
z@<5TldcLS5xzj)?X5Y9Q6TP|?UDe+Z?t@KrsXD)jH5S$@5rZHfcn*GP<aRqugb;yX
zTJG-bwd_FIYf{HVrp0DJI`|c?I}6ceS-dZ?PS|Gi(KD*FS+*@MS8fbWnVx3hQK{Tk
zV;$*uI{Ba*FZQ{J)iw=|1W<2dS{%Hab%r!&WK32{k6SO0Er`%-(f$2+&0c<R7klWL
zk~3vum+*-jMZtq?Hm*6yE59M1Fh=q^=#^E$Dp*S^7~~VfNAJJP%^?VBW%55$5zeQ6
zY+Olu-gOpSD)^JvW+;M!hWHFzJCc(zvLD1_6RYJfzV(KuzQ!g{x#fn!Nsh)rJunoj
zz_wldM2afRE0_Al8%qEgtU>JpCUMNVvKAN=q4!>RO1kCMIPEYcJ&w4&!Yh|Mljs1)
z^nNT%X(jQ|mT!Jci7JeTkvi|5qV8rr*<4E`V7uOC0h`W_|Fv4wd8_FRopZWRE{bJ(
zT7^=BeJLHb{c<W97LI_)CeXWa@VpVSuD-sGvR`FqYlKW~n;WY`QU)EV@-wD_pg6t-
zlRog1cge}eM25x|xYNnmj3j=Xwf#VSLm^d@fC)^kpCN~X3NQN0?X=^SFJjYe`g1sO
zvljShSn(Z535>sU-~q$l(nbmQPC`s2(hRvv+~9NS09FHbj37)D)5K*WpLG|qsyW?>
zd@s%2!)+Gdoa7_QGr=Z)Kat_Usng_N&iF(pSEcq*5gxfZc22pyC`W?n8VpkF1i3MG
zBuWW{I>V1xX$#Ii>Q~v@_NY7zKc8(SUJlL7wJEgw!1Lm0>&%jEcvr9WK6&eG)eca_
z)tfrfKBHXAG&h%cV-bGXjt{X6h&<GZyW~1J5=hx<YZ`2^6d}#OC=7BIdcXe$(5$Sy
zLVq*dmAXABqWHn57N(2$E$l#Dkv7YX`wogTD8ZLg#pO=TEsFUUj&~PcY<q-!<nx3C
z5iPIEMC@#iXiqe_Pi^x!sBtFJa7p~EjT`-*jt{?%kL~5IcYrus+EO{?od}vylos)3
z#fbh~zD=&oJuvkVZS`rKp;ncs<iF~m*!1g!Kh0fo4wsbjZ&r|4tad>XUEb;u<d*>!
z%5F7C4l0aOOKWkr-Jz4jEH$+?<FeTJU7iHd;%X+VFl)bY#^xMEX4HG$=HJ<*i@3+u
zyQI^dA*s4xNw=tsruiVl))@n;Y4`h#HUBcKtGPt1WC0ND{n@uE=f|$7v2|!zmKSGL
z*EwI}iZp6Ohwgy0f}lyv1noSaw~m>)OLl~ceN6mdz})?1N7lUWitSZh1Iffv5D1%a
z*)mswWpAeV)%)CvzMeio{@k8})$zj`&$rS-J0i0uH+9SpiKIV(QfYjV9j3R8I)o+V
z-biST&4j|dnX<JLPvkaOHYjqf@|~tR@x8Y<TE-OCzF-HYe_9@*aTDXXh{j{~Sn4+Q
z9O50*6IGvhgr&V}iXGGnzMPgm#idwl3R<n{%$$CA>>UzPHRvc6O@BK><s`QR{mAD~
zFU9E9kwBdi0Lbyc72QFi^v%oo4ow{SL2&gE9fyoq1&ZEre>Rx}*FRzaZqS+&>dd!o
zJws;HRP(R$@%;b|Oik-FX5y(5?Ijr`L!S<^f6qZ%+eUEHk#}|$jNmhG`#pZuUOl11
zfl4y*+Ty}m@@B$xt~1~ayhzA_1#z^kYI25mZ<IU-3&gA|tmeQ^wR@+omTT38nsE-N
zYrZv%d6I?*NR3;lOU6Uvb2y~KvCoUU!)gl9NL5SYS5Ch-q-DbIXVlbwYp_R!Ps{Z6
z{^l(&4F;!uXKEn55P>_UDf`u^&Zv_*#;mqpKAqiW6DN@<V`_rro$WgK;_7w~NmZqz
zHZWuiQ_76DyIJz2y}#wLoo8^_a^i7)-QylCAA=Dm$S5(JK--tAFRfGt?p$kn7}e*D
zEpz*!ap}tyb-B^m8Rw7U5D%(LErc;KyJSrLj}oA(d5>vyijYXO(xti_T0v&Q-G1oL
zEwnW2=5I-$9Ur~HDBp=lK!67>X{Eu~gj?XU^yx{?)v8JBI=#zX$IS#!ecV>nkFQ!C
zaq9w4b6S1-z95}!>X?!DD-19$*99XDE_<1=GE;h0W1Uc>PE64r*sLlIe|Ou~sGz=B
z*`$XqzIBo=x{bNNWXx#DDO2~8l50VRUX#*!ezBeAjebIiQDddXY*W}gOJi<^;_TI$
zdUTPlHx8<`9>a+2H!^42Z3`c&zi2=6IV(Gbj;3>E@jHi3mnbC4($z4d!LH;~jrHLF
zvWr$Kqd&Sd2+rcMee*gurN%^omnj#^YOh^v$dbWyGfcBwXLbY^se+>{wc^WNywiI+
zEQuplS!VoRZaGd)PC^my*S(<_2ph0F_+hrT@SfuJqYwRk#qvw38^4>ckX=tc!b5!t
z*0H>A&^-Y)mdH5p-p4?M*TOyL-^ixI!_i%1W@Sz)85XC}ZekhYVZGQmKb1lxB_u-0
zVeH_GW>S5%+O7GQQQ$r0sX>W*Doz>Lr=hH~o#Ej_aooqSVTqU6ID=O$#KDp~Q|K-E
z!c<P(Do`r%)I)uf{g03OWPBK(5G4M#N;epS{QKKS#kf~ge_BFdpvsFsEgl!Q@N@W|
zR+vYr`nMAe5>n~!K2Eyfwq5~9N4>A%!d`ipDbY^OJ+TPKDgM-rHbYA0ZyY(~()HzZ
z7ODJx=<u@a@7EKt*MQW|NAKBP{g@<~JoXl!psGrm{0yh~`tnoL`Zu}Gzhe*iU&t~Q
zx~E{N`!TI@BqoG#4a>KxRba<=59S}dVae}RJ5&X;KcF^9{hnTEi*bFq2L8(<F@k6>
zENuI+K0ap=B;y{HPW_1&BVAk`y!~ib=fuy~mERrI!1J=A!t(T}1sBh?8GLJ>=@Y*m
zJS<&P5r5n?BXt%E2qQO#JnErS!gLrFAbnfm`F7GQsuP9%3_y!0tm}5bo%H=2VQ8%G
z_Q3*Pa7_HPAd(@=1}Fr%c*c|2_#LcBI(WX}Rjqt$&G)gf^z%{>M>#hZKNc>hUknxw
zB@umHQD6pwboI3GtvRj|Hx~&(+-pV2#fIn7F+u#}3Xnv}oz+SEEM_P1YOMK>%|$Uo
z>b#-pa;F9TfWsgB#9t1xwGLysd($ouDOiggKDVx$0@rwiY9|J*N3I+ZNGmo&QZpGA
znh5=xl8^*R;rRw5`h1ewRAqtjdNH{;C02``ZwGCTgP1gKO<#UXMdSdNPGUx2sb8#g
zM6@-0e<S=yPj*nPqZ0{}Cq5jFXo8|BjviH$LWPAotf+UZCI-Q#Jj+-*TjxtANr&~S
z+^Zb9v-X|6E#_zaYfA6?=>Z^uSl&%vcUqEl2*%Zbul!96&_lh|F-FjRkJbDnlSK2e
zI`e!PZw9nqZuY{{3t^KZq#SZ0XrqJQ1<8xb=(Qa=TxT_P(;{c9@C&<CMT!!s&iU+v
zZ-BGd7MhU=`hGj+w$Q{Jn}WqxeG`YE7XIUsLGx<<LjF$Ry_39RdreAOF>4%2Hd(Qg
z51G&{HpvLzcc)OX$7R*vM1Qh;D_abD_(%<P2&Q%JXtCq;Q>$&pl%gq{ME)aM-b%KC
z+~e)rnAo2Ad1dZJNnm-hjShC-ag~&y<GM53c5DcWUl9!Y{?nX_ip*c!8uGICcC|72
z+ebzCX+1w<K%kzEg<@LBbL&r4W?Kl~$g|d(gV`}0Jg(B*I^W%{QvvogU63z_TYE#|
zH|f|J(MtHcBlLi#QDXyq<8WPV^tl^p49Hk+u{yf9x!%!5SYY<)uJfm9ujl9{ZG!Of
zH{&ul%5_$V3{0LfXt2jd&>2WS3(-Xc>}<LOaInhw!cpb&zRd^_LsN6+nj<1uti`W&
z)f6F@)1~BVL8ox`YfjiIwL?dT!A}!@6m0z0el~d`wy*A{+nc7kvbZzvVgXzEP}5Sv
z?S~zCCu71#iq0^IRb4H|6Q@D?XJOkg+w=SJ)isIZ?CPN17Dsa~dsD8a+W6yX%$$ND
zF{iRPBDTfUOdOu8oT?<cX$2csiK|{eh?^3W%GQ_OTr*{+WRf16h1vKg;^Whql`O)I
zqKI9>ZH;LR(^>i6A@TrH8VqD>9Hn+YK13?dJX8kaozXgYoY9_bHX{z|yziB)r2Zcc
zHJ?ZqWbP>!$(7Ctv3tqhCQ^B?4_j@lPWm>;;6}MXSB?8ZVYv9Pp!%;tYIbar#p!)-
zP#@ST{OKLHwnJ?Miq566i53g?pyBmbyQ`!IsZ!6{r(Sa()mSeKo|l;2p=Q8IrKc@u
z&<8{{%x3Qq%CV%I{LA-UjWMMUkIj0&nIMF!ZEHl4T+>pA3d-!iWo1OdZ<Z&m*p0p<
zR8DP|h?qyB7cckVMf5*1Bk=YLRIaFdY=YOQVE__RocgAuTXu!WdreMUc<on7wd%eb
z&4OFhKIE>`|84K=NJH6Dy-G{W)X_5=kY`lR>dzI>9BN{%oML?BZ>uq0_krw6HVb33
zP*xLU2M6rV3YUzu`$SM)-2LdbM3NN^Xx$2S4Sx5!>w;nSNKM(fFF?t+SpIV@xcxZ?
zi39T&3Kb=i`b`V6BX!$6;0KbaDUPvEQ`-5vP6{zYZ@_Z{c38sMiH=khVU|`;w7Q$D
zUj>*TEQ9(T;lMH&NBUKCHaDH4|IJwojR4`51D(AsjtK2F)wCah>IJLmPm1MbzDk$<
zK5kataC+mivKCrRd!`&$8zd1x#Us=GCTN8&AbX#%1@#R#j~ug<woydt!*y_4qK?L%
zv4bKQNE#|P%(Zpg>5+$XlHRQ}z+rX!X$04oeulxW4HNfs(dzImOIzbd=UlDPQaRNm
z5$%YO2sbB@kZIkGjKMEqObcxgq6RH?r}Eg1p0^K&(XaRf^hG46=ag>_C%(P|ZRF<k
zN+{rhX*Mpnpo?a&c&iLI=}4%#GB+NuQ3sw}!^&>HP*j#U-AycHY`z5KjCKHUPS0)$
zZ+!{-bQ(iL22nk1HTBkcmI~}!(V(~#z2mUEZh=<Wf-jmO*)VLvWj^k3e{GpCOp{`|
zdE<%PqDkcx(r?5eJ557P9kkgS#$~g>4hQS>?Vf;W=bt0K(@$QU5lwW|Xtyj7%`-20
zC|csiZ<jwe#nJ)>5PmlqebR67OS($G@Wh{XFq=ACe(UmVyW{RJ9x&PGC}u78K77;o
zR-)3&ZFIZ-(gW_lb~qJP!sovm=EaNuX8-|a9T*v8@cs<@;+>e-pH&VImqC4eS~?6}
z>Hns%GNIeJ))TJO=m7Q!X;Yb&xYVkb|BE<w1b({35i<d5Hb{R!g|gKfc+VFhTE165
z_1!^};5*B)c>-^LHoeRr;b)x^JJ-n;m4BWc1_AlnK&dPZRXXF9+WJP&If9GEDi=Uu
z>+owQL1(>h8~uR<%~wnH$~!G8Dk^=T4v?^(@7->I-CyvdBiRm;kvlb?KT~i3t&4iH
zO4ufLUzey|d^*)gIN1hQ`1wU9w6!+b&ODPcSsQ<Zp5w=hB9wp>IqeAD9-Tyo#jBhe
zIRblZPe{m?dzbE%n}utqdDTjKDP93ertJYKO4Lm!U@ni-Xzb#cj2}zAfVqvxu?dc=
z)8(bP<|E(tYcW~5P8;jF+m%Xg%1!Q=ZtDVp%f1l722n>e>Qn6z0ziz>#p#MRAxA+L
z+L=C+lb({&i%eeIE%na(<i9HxFIEYnyit(j)}(H_vaj`I{&DMvf1WvobjxKy0)cMt
zddFX(3SvF#LvC9Mn(HC_d*ut_PPd<UxgSF&)b5AVuBkBSp>Jn<iQ=Np507&dA%I1j
zg)3>;zpFQ0Z8({U)RLifE%iIset@Ol`1`G15m7*67ik*XM<DXb2;S{?9H-DbRy&`v
z&!OVE7f_Mheu)0cL{?+wcvVtVHQ;=;t?rRa1Y%0gMV>RZKjhlr7F;t&?iyln-^<l>
z^FCXSh*RM03?{1bANcyTaV-o;pGY(8ABC%(IqhMpj-UyFU6qNjhV<~zt?mK!lfKP3
zFu|ChG`@WXCslXGbO)|4x6SD8oMSN@&_^)2$kabE1Q%#8n2wnZoQ-&Z7Cz~%gQ#i;
z;a7%3dGxE9&S39@br9&$wm<IiJ~ZZiIPPeG-5bcXTQkvg7Tvg@e@$|VFw_)V@<HDO
z7z}Li1t^)tW)D|pu(@BrE?o(2s0DnATNf%MRArS1Jg@)$Jwbzcpvw1#$@k`){u2hp
zKih&R*c0m`7v~V=@LkQN4|^>k7*H<++8$iMi7?E53h{=27#87s-174qh!EwuSg1I2
z^APs9x9bpjDi@Y{J9103@|ay&F}iPYkSj{<WP<3%*4g?2R+#5X(U>9?{t(eXnJm8y
zXCe!j4Af?<S{x^sV9P%U5~iWJ#o!X4kfsSaeR-IuAmU+{-t)%+i0}Re(-uKZlXSoQ
z1JO+X%3g3{yqkw9@~9?+0m7!YOE1c5ek`g!S$!j7_h`KUjcje|?0^QD$$Dmh8bwxb
z3{`u%2p@GVh%wo}<W@-6A$@JH6GCxl0UVK?g2B?mo?xE_=?8DJKq9CRLM^oTbJnze
z_|l84SF(SllI598&9g0HCd8icxV*L-$=Yp_APl{tor82lpl=-A3wxW5Zyb~?y;YG(
zkOi(s^H}#}N4>_*XQYlS?>xCZQ?n!UV%l>U%5Wf{&H!F5<_g$;B2FMXxjhnWc7D*m
zwOKdU1%f3XedVKWoB<2In5TYGgQpLHENqpg>P`Z+P<f6roiqqc=U_>moX~3pD5Ayq
ze+j4<M2VNU$fU;6et@?pRFk3$g&^sZE=>UE$qRP;y0ZxOoB<AmkBx3lu$8!&BWVqn
z0M;Hw=YIUSD8cC=a?3r2ek;(EqtLNojW!xslAc?iyQ?5H2vo?py%(jn@pGhe8`Bse
z@V|4r^0*fCa=)R_Go7c`Kkx5wW7O2@ZXT4u09{>+j(2&s2Is1smK=0ugg;aPZVy@r
zLBh5E2koF5+jXG4nW#6P9L34YJGa<|iOE+9OTSE9-r4hdaR5843|=oNCE~ZS9IF2b
zdnLic3H%yXG8c7oNCJ_YGsx$z?Hc@o*&SpIsn0ukB1eSP_I9@FtiW=W^c1|Q;BJ|l
zO55p;?l*uUUx!@Uh|j!vaPdO#M{6!X^nH)M0)Ve|&3t&l56}#=kgKAJ>X>&PyZTFE
z_t2Y9zO_CG(-lsre(roA(e{w26-v!se!eW|++gGRMazNr<A6ew^@HxHH%lONp5hAf
zMbOKOUUx;4J+qa|&J?(=pm4{`691pYk&}~q4E>t={jc3$Aq>riovz1k_`ZZqe@aK-
zX|9M{-h+l<$ems7n~IRWy6aYG_Hlfw8pg}6`>yO6tb}&+SByZ!C&Pp@!c_B6j*0Wx
z|K{-h?O*$VWXKqXg@p*3GIJpl!rm{y8EnAht7+A<#EYNCqfJ@QXRWBPUzP0SHgEwW
zkWiKW*e{8lKwUpEtAS4`<>}&1+9)7}mh4tQ<?hi6#__|64J%+$aqcX48$!VbsLh&R
zyljJh=28E9CO++ikdJX2*!gTomXW((d_J9i0E6!K&Z_oV{|;ah-URXdmm9BR{@1aF
zt@;0*Q~$p?v;X1+*i`=C#t;4v87kg)ktXBh!}`j*xavwB>pyE?VxR-2yiuf`U@oIs
z@*In0c8X`F+O=jt)0e`&w~eZ>{(wT(>QsUK8~wyvvzf*buV26`Ff&spwBe5(d|E-^
z3C480MwC@-^nCeE<h{<a)KHw+Nk!hF33;TM=aQa9eFQ~$!F`2lTQ%d9sV+bxt!(y#
z#_bM{(8Ub4nr#{VDV#Ap?ii8W$pG=z{l%N#Q`-rh^^03tlKGmCG?B)TufS^TekJK_
zA)xqS-$7d84PSsX{>82EsrABBqNyw?D^Ux&b46CVH`Y;y1gVNGwefp<uj#Yoj~WIR
zAZA3-ZlmTdcY;Y!Px8}!dqyxjrazN8U3cB;jLtOi--lzeboWEc7Ug|TlsK`4Y@Bpz
zLwOM-B=BX_;_mIMEQ-y>LlntO4hUUWTW;#}Yq-~aK((5?AkpW7ryDKQsm)ht!#9N4
zKs#mV9+wRdK`rnd#Zv>Hy3e%vnZu498yg%X;0;uKU(KOITHhY+_jlq3EF%=``Lk3l
z1%YM4N?Y#`CRXooh0_%p(6ThbKg;n18{?;K4`=h__E?ffk)O#I+K+EO?UBNaY(HTu
z^ceDU6uy!o;<nT50h9<-cyo3$a>;a~Q<xFQ5mDayBu=@*pTpU~gWSJbh8rjh_q$ZA
zNBzN+It{*_g-a5U6X);6NawPs*soO;#M_RDFD!6Q!_>cDoUF6k9|Kg*o^8X)*JVuE
z(l>z?Z<120irBf{?(TWEjB_9Ki1sUtbhAfe`b+K@pu26*Gkf|7OD5`?OlS=c&~`VF
z2V}>BH$CV4_RLOyM7LedIbDv=)NHOk!*p~_RgWLi9BsLD(`coP92mnpo_k1gipP$Q
zu8SJ!Nu0a*9AK?N;n+r$XQBBL5))j<BY!=D|DE16SG)gYtS5@>W%1^pm<1JIVMmY(
zlkEP!L|~$B+#c;MLeP1~0PD9Vgu9*9&7L6#oV28n>8uSz1NSS9dnXQ$ZFCu~3x)B}
zZIp7mmkCVtU416O4h0DGqV!YybnJ_XUxpofz{Vz`8vcG!Pl(6^V{zj}*Cf%N9vnFQ
zcyEvm?>r@>cMp(6<YGJ78Ty%gyNAd+-4>iP$~$Rm8mv>xm^D>;c0h=8r4raz+R=#n
zXXhNL=Zb@IFkXHc+~O7nhcysrDLDSHpcJ4d(f4YZF&|2bkGWC8!^?%$Kf}F4qZf`%
zAwRl9kuA$Rge6au2XV(>u-of=#&6VGXy~@6RhCIUptsjrhK_;njI>;5zHg@DE%2G+
zq;bT0D7S(v@!sY4KjC_$;&Tf3QGBn-ow=pIvnhX6w_p4z4@vrOTuj1FrX9Jof`b?+
zIO^@oA}TO1HbeISBz~Ja-p^MA)g-SFK4N_2&Mca!qFqK5S?vl0d1_C0!Ir*%?>WyL
zpoyL!u1xfmC0(Twrd$dJS*_fXBXK9^P|K?1mI+-q(uZN>@?M^DeeEB>8tZg7=`ym&
ztkhGd%>{xh2Zpd)>7pd^TUN;lf-RC+TgUH6$OP0}l_pGojQ@_-fr~|_b79UsJ_Q7Y
zu6XexH>^vTTx6Z#ly}}zp<$K7cd=V!PG%J%MLKxkqPq=#@*pqVD(bS`3Gj}}u=6+7
zY`@;Pdj8DaqWl}J)e{(R+gfCE`&vG7TIS@aO0k(Q2BAr+Sw;Z?FdCAD8h<6UEwnI(
z!pi+#?wG0I+BmVNU-H)L0Pci)@STb0ZDo!p9n9MQYEI&Zu&SnBfY*_ucjS=#QA=Oe
z&R}hG&b_hN_xr_C0OajuXL;WBVs_jCwcBSb`<3ofmJd9130{qvp=r5Y&7`wkpkB(o
z79M6HwIS;fcwLaFF-N~E5#9*?&y_<Mm6qEd3wAVpv-#z9vi4lHLn2av(5*SXGCPE7
zJp7r#y|;U#bOc=x;>Q~*+i1nw(j4~>0wgKiS$?ZS`TIBhh;kO6dABa{w&jkz`2LwO
zY|f9wu0U9@9bq+mfaSy277q?4iue50`a8rmU;UhsF!-4?1x`2t3vyDW-ZdGc{Y=B1
zn4Mey6IHmkuLanpgzFgAXrNDX4-X9)z~0h>PQr`sUu!;529bQqKifI<vk2zjx2QnX
zrK`ljRq1NTf@;!Z^mNV2mA%35LfL;&ckCi%Um&-;$AkHf(mYU?^#}PYjL1JIF52u(
z&`h87H;=v9=apf5IHROPDdE>fHgQ{n!V(}Jy?c?E+3Ag)T8k6{x!6C^f2Zw3)0i3S
z!N(1!9~7iR_~F+RJo)}xD5*6;HDaI1JB`NvxbX2$IICe?!=E!y!Vd2L1VGS2$ZNCk
zhEGhQG7zoQ7AED5!hfXviztB}{$FSie(6rB2z0y0*(Ml`;-LH(iLP7b7oYzD7F}VK
z!HZ}8#DPbY#a$=;i(>h&&s=_mIzll>Tu(bQ?WRn{OxRlviZfegJduBmSn}@?e-hyk
zZ3(b`B_mMMm63c}5_5m5bM<QovEK|3jN^gMa(L&FP*NdOT~#UdhG79jA={$2z-9Zp
z>0C(P!E_0~7m(R}B8P0>?DG)P;nxFLkmxG=%sUKLGn_tIAPoY4tNS&5#eYrl<ku88
z9;#GB4cVP`WMGpW2!BCsVQY)@Gel+Q>6Bw)Qc8-Hr>6k5R8$vxl!%{;8mu?@KM(&O
zZmKHV&|I|j%f~;t04}Z)p>;7Ix)y8AEp2UguMeglKz>lZ5{2A77^1%CdB5{?7Is;x
z{^P7Zhxe_+)YO!x?5ir6EOh=&Q<1>5sPIFY=iVrhmbP}Q&KsBX=gk+Na?u!BSSkid
z-{rwNME%bWh<SsO$^=UBB>JGt;#27IFWKFG{f8g>wU0XQVR(0lf0YfnMJRmbwq>2$
z1?v2twJ7-aT6~OqHN}=G!PUg2o7&KvNNL#Wn5o{NIv>c2K@}ve&!^y{^gm^gvx(q&
zZ6aKxa7J^qJI_GKm&fwrAVjjTEorHypE=hfLhP`SqoG4H<m{jyaZqn@PS=*eYZEWN
zTl~M4_di>`)8W?{qVy_PxBqkxC~Ds1;Ptp8swT1KPOxCe%lxgoc83SGZN4}knELXt
z;|CQKSue`kS%zq<yd6&^d(`+2UST;GYfiDomT&Twk-Z(!Y}_1zV7o32gNlc8vojQS
zdr9%bx1~s<e#`_DX>gLxU&<FW#DSOaLY4^NoIl%mXKG~zL`BdI;JaE&0lC|6Ykl^i
z|LSYaq=f8n$DpCnr!v7~O%IIsv?9r{Xm$-t${)2X1O}PGW9=HjlYTRP)Ham*g<a&%
zs)39Y7oa(1A4H4jn#VCt;<L1g!%H^?=#9|I<oZXTAt{{txNM+hYw2Ad`H&mU9}AnB
z56yqHd|LR#lCFc|_To6|ITYWUPr8(~f?t#d>K<Gcts0EUXZ#@NzvAflwgM?hlx)92
zJZxdmG|3hV$9}kvj~1=<=HVmQfhAe{Fx=bJIBju9L`!zlgkUrJ1B0M}VdH?inG$t>
zQ9q*H`{%xm35TIl8QQw;&X?((lvwry$s&@Rxcp%x&q(;0fep~+JH&&4bljEg0XSKG
z)_~<h3n4Rcvp{9DxIiM2QEp1EH|Jowq6@^0Co71j7mCx*yK@poXyvgf|2z=F*Ie?_
z?AQ2{?S|NTq8;Q|V>QoIZ77d_nBNUJ&9R|wkVbD`H{`;uHumESI4gBYf{r+$4lL0K
z1gZ$i?%oTypVRWD*qiL42i-S*dq$4|k2Zg?M7`~JhpO4wk>>y8g3MkKf28>K#%Ya_
zg$`_ihj$_jC&{Y*r6xYbQ4<ilMUuEzb6pBtD}@^*iSXSv-Et>Ld-6F2Z|h7(MtfVL
z)8?huM_}_~bGv3*4RxQ^Ujt8~C@TEX_N{ep-jfYkG!`lRy9wmwz#^_}b#T^@Az$~d
z80@xxJj%4~e341#*yzn?YU4tCyJ>`PfRD<<YaO+=hM}>|ojSu73d@`z6H(2xP#KLk
zY*+`53QU{zLVTx6a3b&`iT8Uk<o;Bt^cQ0&I>n1%?>70UrD&c7tZN_~W9EJX=iAD~
zHtr(j^=S^ey;6n<<qZ;-n<bV%!c~_R6)TI}NO1b>3`dHct9CJP|M5_bg}%zUYUUS@
zw3jx6T&u8@)_DCwzNn~Iy*^2mv~bw!iA{#~%I*C^YP_AZgEiw#7|z14T-#N1?B~rY
zESPBr!us~nIG*2<;#%W&Yg<HbM_&TP7)>W_KKsRowO$1k*}X^Ba`=_Z^H19eoq>{;
z0tlO&i?^IB@-IGwwGC(EM{{!2R5MdbDzr`(qb+}T%rj5(tV`khVJxc)#HQ6F$U?8#
zTU4a*`i^4%$`mwYlmc0bUG^Usn^4SXt9GMKc;7M-V(jMiTE#l>KDuaz*jZCR^v%2`
zE9n+R@<-2&R$O8Ih1z+`|3E&Tu&O@?KgL1No{TNbVSM(2|Fm1MQXBCwLuR8A2gdJ&
zFJq3^u;(kl^3rC#6#OT{4xjZer_hNA%aj-SY&HU$krnvqw<Sa{r)S{nI#cWlx3lUj
zT;WJ<z$(ju_#{U%!uel|)_k4%-3L6XGnYLD8*9RCJcEeobBoZNTY<bt*x(-wj|+tk
zjxQkOSI>f`N$KMcHe1_W2l4+xcwMM-VWn^I^EX-od#@>)(LUV9BexV6(lsmK<M_2E
z;Gr?WyhCJYnn>u`I!ET#B3@F3o`mha1*bj8z^tz7V5G!i$+JxFk%;Gj{9)QTZ9l>&
z*GBaHxJt3F#_(rJ$M<t7abTI3lZ_+pr<P%(7tK5O-f1ZzNY@F*5jwcjfZkT&_uND@
zaZgA~i>wrI#-wN`SiTB1=4@t<{MaS8;+w^>e`nsC5PBuZ;l$wS!y$%~@g=&+yWf4<
zll;RUJ6Y-X4{h`QjJxH4Xs!{z)=^BKE9<k)8S~+~j+prP`xN=sQ40~GqRW0OPJ${L
z{fW0YzeUjeQg`7e#Ft;9vD~Ovx~3sagsj3CM9(7o&;h!1W8pNAb)sPGy8Zh3emk|6
zB5Z(c_F>-VYT48IFSNrr_<SwnvUQ_kUzrb);gSzUh6YLE3MWM$y{}U=fm;l-{wi=>
z;I0NNI@!<&{}HQ$D@5EiQ|<d_4M^rxVfprd_7D|knohu9{u=hzpv=E)!T(46&i@I}
z@XylzE3E}4i(jl&{85_Z>Nkb+p{v<GE#wv!-9_+wkF6T>uThwv{%FLG)-UWR+}F_F
zMI9@YAkZbG)r%G@+(RA9l7BeFW38u9!C{rcX0Unm5*uM5>L_$P?4SKQgjWK~sksNL
zBINhV=SGr1D{_jDzLb0o*yJP<o}%>0%XHHHdH4LErE8uF#e!w=><A>M#Ei(Chqb@h
zyN7RTVN;NLb`qO->NJ@^8vfKZVeh5iqShsH6VW_IHr78q<C)~e%7#p<V`v?sU5u~m
z1OI_HuvbT`56OwZgZfZ>)D#v_pC1Fsj}^p&S@;4h$$Pw7F(~cp!+kZxPdc7OJE9FH
z58n=p8m&=#n8Y5o=>-lUYnLvPymVdZCfx29t?=&&dq}g?b@SMYt)J=8m!>i6W?+LL
zqcLWrui~FK@WLQ6-f^3$$dTS?Z=tPcps64iqc6XV(V!YJW`B(xClLk1#>HTeJD0$T
z5K)P*G>;30k`aA3DZu=&ym>V9xML{M3};ze{3h&%n_Mu2!%PTbS(^@ui@hqDczI#T
z!b35KbJsbRWki#M(!3+g8N1O0v`@e(zApV}q>MUDExQ^(xYC*A66^KV>xQT-tGSIE
z`LJ^8&LJjbv7;#TXa4IFPFPYMZSJCRZ~3AT7w9H=C$@cP`u9fRe1`t;6Y?v2OGA8r
z=MA64&K3>OHt)J!O8&ZW3I_8kS!h2UYt<kA_>m!ir*KJmgWNJvXZd2y?K!vsuKQxu
z*d%j*Pqo|wgtf3nd4-Rwbc?_@2370MaB<1rJFa_X?;XOkEP|{r5~6^gz(-ECyk;<4
z{LB@g%R67QS@Bfs^w~#tb2>=o_DrYt``Hp71wlA}oTB?1&M#7!9<_i3zV3~oLDO=-
z&YEcf4y*Y}gI?*erV@O`Ta71>C@I&Jj<<^?uIu1a4|d{puMj-@`NsCMLA1L`_pl)^
zYmM5X_?Q$e<R9)ub)oy|5fA&5RG-aOM}{<D*U*hT)7Ay0Ei@)C8Iu=}XMFID0jwOc
zNLw?uYXP=Rf<MoaeC3~cJNJk*noZQ@Qx`e~`ckLUxA<FYiEKR2;+KevE*Djg?TT&P
z&sfO6(<3vcO;_+~>X$RPfNi|7kj@MBw08z@s)}q%#JVqaRwm!)cnAm2npXbA*WwIh
zUe%DD%wk~Tg}rUK4NgHzU$Bk5-k&~o<2Ku7b^gsmfc#19JkIC0z${AgvKG4(8yZrV
zbD^g2-B|FF*U{dVDG`%MIlVV?>_g3lgmvkXeY~(2?Fhhqd9GD7+;0?B?YR6U_w;%x
zpdho2mMMMy#nKvI2F`@qbN+>Ai9SA^A!_HN8sp#7a~d8+U%!}-9Qi7O`*JQLnhyip
zi%<DVI`Kijvhe482h<XWLtjs9Eav%L;uYJmfNNdKk8H=b)injz0c<rNSVkGFOkOT>
zh+d8m2UX*G1itMAzy)f+$4};cE?|L^=IV<ba=nbE0W^BD=B(-BHMJy=vGM(zv&a^O
zeNny#O><<5GG|dc#Yq(9ViB7n(2sRT;`h0aF8_#r;`YMZm%5+dz;9aO)-5@yBg5cg
zB*eu0x*ZR04iM}+AH`4Y5QHR6MbJanR)AUD9=wip`&py0^y>(5jV)XC+PJ9^F(E$}
zif?sbhQcL7`jm0;<WZXVhi_pk6t@dnN(%cjPeO2(Qu=@)7P41L4+vP^a}~Kpp}Ak?
zA6J2<8{|iHup0o5XxQ;HFr{QxxN{yX*W{I{2~E~TQ+uM^=g&F0!o2LyX0B$h&sQ@y
zhlX)p{{+pThNgNU<XnwR3%L&z_Zog{AN<zeeg5Kj`SRS$rrcThtz6qSm*pZ!(eU`7
z^AiefX3}C5wkx{K1%O+yxi@cREEV?vWtuUzPF;!t$gE{GssrUXk@r(Zv}++>t8%!f
z?YJ~Iamj89Ww)2W*lye&9oUucPc}mQ%W^3H$7ysK1a(;6Ed7US^@==Cd-4&APvX|F
zP*<`FANLe2nv|J1@qpx!hEc@qbw)Y&j={?lC3>Q=$RSYN#vU(I^cJCJ8?#c-DP6EL
zPDcSO3edJCc1!v=?-1v1O~=m#P!<}Q$EPQaRjl=3YQ^ezM91ntMw?)9HhTGrclLRV
zra=t7+nhIQNqq<+44}<smX(UGpr`Xc>_^<;%5px59BSY!6N#D1B8{L2NaKoV`kzT<
z^?rOBN|p~%qyvqg7(-+QWluVZ5K~>Q2R`964T{T&BYM5Jn+W68Z6qZ{9%U4RUw&V@
zPGGo(C>n}GJM(;yr`f-Yuv*)bNIoYDXHB#B6d}4V180E@tKj`r)^g*G9G8hn;$l0H
z^Kob5kh~ALMVE)CwNL;0SPmR3$O2d4h&`y4*PNn?X6;pJ-Lw?Ao<xx$zNJB$g<qD+
zQrI$hc`g6aa#^Ts86;&Pv=n99n59h*Hd>Q*Q{VBXk@22>d#@4ei})K99qjc`@FwpW
zewmOP+my;eUZrtu6Vqhwnwn2dkV`64pI5xdk4=VUtzE=e>ABaZ2R6QcRv3U&QT%Bc
z<ubLx{LYqlvr%2KVR59-w7UVhx^Cc|$*A!`W+Z#esafw5XW2kSk^6VK{S%B};YiI#
zZHmeQo^m}^sj*-eT>0?Y*0#@mJG<rDr~P-vc-Cv>2B6^Gomfi~a3&tNoaX2fptf4H
z)L?7?l~bK<Z*9Qp2eIs4r<QzIa^7i$YWez}>7z0v5{<%S|1;UkJ(zQzvPLinnwd(=
zmR2fZO}4Yg-y4T{R?Ziz3{Pg$fl!w_l(p?*$QuMd_nBB|>`Tabbmj`h$}&D$&Ow8&
zbyiC~)7Nm1XApPRyY0@Aee|V62k8=iY5OgmaK1QFN*`|#TIa|1oua4d#;gv~=Kkmu
zSNLOeg6#mK`PT#+KbubQ^zK$s1^{Db5K^{NrGuZOMvs~KBklz1?^`N^ejjH(P3M$&
zg#1(fg+UliCCTSnIV2zkIEp8^?|hu$J=5iWp2OTmQ-T~>1omH%{tA?GwWYwBYa1tu
zYeO@*?W^J3kAwF?(d_&r(8Q`uzExX=b091su_2|{jD(J`u%wrfDZu4Nr1`H%zd4Dl
z17^rGT4&8`Mczto2f1N-HvlRoxoZ<2b@nHEv8@FZ(%i7N5_KF09aOBHz{T~fF7o8n
z?b1s)nt~Z08yxrhwaWaJUxYwXALF_1kWlYD9>RKEsXOqv(9jPZV1Q_C6IYse|20EH
zxD~p;;pN29kCk<1XXUdvM^bB?d&-e+KyT6DKW=EsDR%s|e+cG|>7SgoTBe)CyerwI
zNprg!>ew-u?`osP(IShg5%KnsD_gqf&yUSyhmX{JaNmI1pFxZ>JI;h+MBg2vUkJCb
zRbZ>$EYW_e{)w(Eq>{?CNM`4fZ#6AAbtvPKs)jL%KPT27*i>CFp=vSj;8v(QOs6qh
z_{wlzF`1G_rT;4r@jE23?8z=1&clQX=MWo5Z~J``4~UVIU+^1B(X6T9;M<!x=AQX=
zid_5S#@)7#+%tgljc|f>0^g%DRIGA1Q1DWQcB^kX3PS!npKJJ|KBLUZS)*Yk8iK>_
zV%Ea4#Qec)-VF`>7{4eCz@8zQRl%-1E)x<BOIF(yhq*tm98SrZ5GHGsNia~K7w2w@
zE_vI4K5L}06JPOOho$r}n;Y7O1a`%ONHcxauuJ&Pe2=qg<HhSf=G*R9@3`8Tu~Z^(
zu+kWP(+Th9=uZ!+M_*lJ!%1<abW36ld-EVeKX|D=<?tvA<o9@kN-un9#<lJf(EY9i
z^O(|gy!*<;;P@xUVl2YzQbW9)hSxV?gr$b5%q#sOs3Om%Txg^WW@jA*jl(iZ*N+q-
zk?M@OmyXX-&+%Fp!FmMQ((g-k9bKB9f<MLOsmd;X4@A+mV0;BsIya>6#`1htPKKYL
zWhfB)X1G9P^aG|mHY^V@JyM(*o7UH|ZbXqUGXmrlveUjSdG1b>lRsQM<w#{N)v5TK
zoJe4yBQGpA4)(L()Z6P0k(*eSBh6A5UuE;gZK7-edt@XO*jxF04=SDznz3Dq8AKGZ
zF1}x_!7|mvXElCO`6+mAUa(qycCvahI+Bn~`|tosX1R}b2j^>L0eZE(TeYzl4)}Cw
z9OnvSZ}o~WQ@^x{lL`2o{zdQ2D!m3M2vufa-?KHMxKVCx!GS4SmvNeLf}PTm%g98L
z{yjTkFK9+UDk>*KcGG~JZCb*XORamOP}x2-V&di_Fvt<U9{g~7iRE<Op1SDj%Ad0g
zJ`i?{!m05!SWCY6s2lm?t9Nx+F{p9M-HsLumw3TXXrOx?XvnHBeIU%Y+vgzqvEO)5
zzj(VMb@ATA9~l+nqkbrg59xqrOH9{)#O&xXQmXZ0ufBI|MxTN9+=tJD;QlqxF`Ua8
z0atjZms<#zjpsmMN$L?u2zg8J=y#mYl+g9Ar1}KHD7r4Yf|ZQ(`hghP&8}ZWInd4b
z^FqY)RrBNSO~T(U*!P)W2y+9D(p!7p>2&6NBgrQlI*&o3rpDO^RJb*jzy{~tO{Z~V
z%^;=eS%<D}5fa*4OWZ*seDR_$pL}q;-wQ0{x=nfDdV{>WYHCjMdo`}fuwFo>h=gKr
zimp2Kif<gyk=gf1c6I}uQFJ0xwm*bgK-oVhKV_9bIklv>5qsEYJ=9;9?t|B%LyLmF
z+A5R^XQyREuDhA=;%JR`Zc@JG626?7oM>1ug7CtdZ@ndCFpfPH={(Z_7g<AOttsER
zUBymII(<G5H1tFuu%x<ExjT|%<N^<WBa0+sa;>iuD0!Hp6Ll3PzqDqzy<vG?QCYAV
z2FY|YG_DN$oXe-Ed{_+aGY}L|C}hx5mF{(>)z5Ei2{;SWcE31)Gi!@%w{M*C-N(gM
zzcli}(?jSgG#N9qB7YS;Er#j+oa%FI8OssF4Zb1Ggt7VSA4y!^zov7SAmk}}YH%hk
z+=s?=J6Rw(y~_F9H?-t2H-NRiDVW}3X!EDRIbE@zI&3rQ$uB0Fs+%>s-3K0fI#UR9
zggu1NCasW^j9k{5`oM9KQQzM4F3G<&m?lwKCCT5OXCW0z_xEO_9g+Pqc*WpXin<;`
zsm({RtsP64g_=VtCej}}t62LZ=t*B}-Bep+WJjUc<`i6x2|-Or{fzM5fXM2*qa4aj
zHs-Xm0d+0O+3lcZe*Itzuad+{u83{`d1awfGQo7j^o<=8*{TxuyCHqTye}=-P+h*O
zdDh0dPZTGaZW}80B~FvGrertK642847Ch>L#{Hb=;}(@(U`gj(+cDKN9c%|52H9Ep
zs!DI9kN|!s)9f6P2*aFx$9~bJ9}OLx#B(vc(_oi`7h3uj^qma>oERL8T)N+5Hz0a#
z3QrxdZt~=%EPM=^kah96J3fjS4gF@R<8989=`yk7#gMQ><=z>ic`0~))#B7kI()vm
zKCVx$BVP1Yr5UfUCs@SFT%YExL33)LPUMii;DLblo8f!^x4$#XhP4jkUpW<&v)i80
zKT}DK5l+2Zd|nZT{sTG|TMGBy?gbF=Qb6R{B+fyvlTKQQ2z+c+vG+l^<;<T=6#DNV
z4!Tou>yzIHKkNrr_J8~E-`PMW|E<Ia;ctl#tQXNA%=}AjhTr@<gZJsbBRrh{jYbRj
z|Laikj*ERbz-ar^z6kBadE$Te(u)`A<jrjD*Ha&+opxaQ=t9Ep4d~qH1k;h8nJ`Vj
zu59p9zh_YNX2vmk;d|71mkZS%74@|1?ADdA@TnjJxB4keuFKgS6)$ylb$x;nm2|_f
zg0+sRdl>V!2qTRW+F|6^;)fei7dsLcOM$mXp%tXuuPnTavU*mmb5Fg_%x%{Ea*{LM
zKGvI95zm2qh2`{9E)G3K2WCi(evE}W51Gwv;xDl#eJ@%PZlbis5nPm02XV*~nzr4S
z+b31n^w>W}*-E$1oRoLFmE@MuQ_q|ochwe=x}7p)j#AG1xgYkb?9B1OC~a#ik8(EE
zU-Odw*SzYbus%K+3epJwdB9oLR{1S5`&s@e;m&C0RA{rh3hbS89YqL3iw>BYBN0<~
zV(?IB+BEisp!*Oh&po!{p$JD2`|GjeL@!H0E3OC2f?E!FikWH0wj`Gkv(r|?eR1b<
zKgpdru4`JW{gLS#D8-k1f^?sMMDicmDBEXI@=&aUHWug&)x4^JU+YBC97lKi-PDf{
z%K$x}j@L%I6FEpzNzSN~XUZ=z?GhWpkL~kM5}(x+qJcmoUp*VpCsszlU~y!*GqRmN
z&9DdB-I)iI^X3Km3hrzcbAYGlWaHe_R(YSf%Ztx64y#8cTg@(rtZuk<@~%I>11RHb
zG531l@I=e{az!B#g63Wpey!P+(<no1X1iS04Ejd!m_A|43y<9#_v8G8pyX;#Ia*pf
z0-8XZRotGYb;)Zt-hi>A%?c@_59&SU+qnp<a^=Ex{@=YIZ}+FUG_Ful9=upoM_4JY
zezLlroV`r>VZJHKOm}9%mNSNtwC*fk_03yu{J_prr+)@tPcQDM_&9`2Wz_A(YHhso
zV}T7U$r_Z+(4k5j3@Ql~R`Q4X@{z3?9-Go~acWRN^7+}>yNW)fRz8$teT>(hhbdpB
zkdu>BB{K=c^gWEU6ol0seuotm(s-3ZO4eSBy=qEDk~!g*0r86#xxs6Eq7Vu3lB7LV
z0B*52F<+Z;37={a`<?XPehC_=Xx-PiewrLf37o`qeW(o22)((DdY#YLIQc-rw>-}b
zN9qYhKjJ$v5H7I*OLCE|(#{Cm#8`Y_o*MaqfpNTIFnwbtd;<1jxQn1rFHa=vL|3kB
zh`-SbKeaU)tO~;IP<-F5LBA)l2=YX0AF*2OD18QYM_YDnh+EefLGZIHIcUF1vR&&=
zX|?rSD>t7%eT#38sdJj{P7YYpBK{W1uFJ7B{U}j@BZv&RQtpG6rl{v~)C9`SbS@8H
zf|(fajRghQqPLgNpJGJj@ij#jcM7<7{9s~Cd_^9e&|-dDamyNYw{5%m+@mUbAN0z@
zagwp8u+pO;ulm_l7t#F`t-JZc$z!jm1e<OP_f|fWG8K$<P|tIAavB;QHZ(BU_%SiR
zehQ<c(}n+~(R>rH#ma(=Q>v$y-wnnS7JXYemkh6D!&h!_eG(rVI>&V`41Oh23&%yk
za9w*_DesBH%lv)+t`2L0y8ia`(-S**1=UT7s1c6D$o|-*?RK0l=?k|!7Q-jh;zRI$
zL`5JX{{X*tFKolMvyks&gTq-$4V-Ht(9R*w{$DVJCCWddN}ZaWk5avSJN&<zy7qXc
z*D$^kPBrT?Oo(zx5mF(y(~dS|E+wUoamd0fV<dM8g)+5v4$Wfe7)dS%8HUMiXj06`
z=9b%}?1(IKIX^jnc>a0czn}McKHu;AKHv9w_VP~8yl$2By0TAG`jZKvKYNTx=hk9|
z--d2ER40PAkw73x+x5Nxbd^3Ow(TGIi|%_?<y1IT@TG#x_=1vz((!o4l2Y@1f@oSZ
zYg<Ia<z_kOqx;OI9kHO!x>SO@5yfwI&EkP4q)r7og6PNos7-G#bWiEaC+P^VR~M|4
z#POj5_{|6~Yj4QxN905YwLjYoF*Y$R5=~a{@yrR7JW%#8y}c2h>v4L^F9n*DYeTn>
z+GPQEMJ2U*$yGu^JqK7)L(8(BS|Q=eHZZH>mOu2V$x&ExJD~)c9(f^G_d36MYj9r&
zXYp5C7tmB4DUl=Dl}~!($$?KVo9vwK_I~jIGURwLYiCN@HAoia+IyPNn_u=CmlnC^
z*C;T5dB(q7`N36sY|b6BOS`a8vH8?wpe_tO(~T4JABWnRmy@Xn#$!!d;Lm$eR@kBa
zEpv7fgH>KH$z<uAz%Fu6eOu^MmuA=0$<$H1&<hC6j#H_@<3==r0LN@8SVejp_podh
zfcJEae$N_Lfnlv3i#s1%FR-#4z@N&n_8`MxBLxL?^>RRHRQn?JE)kDz681Sc>cfkY
z4TiFNOFextHfC1yC>U~x@&tMeZ+s-oSB76u3x%l7O(=1glLkgCr{6|G7*|{qE4t<>
ziPiS}*~j%h9nLH>6aW2h;ufWNCOZ@Vk?^Xj`U;j{S7?<NMc0tu!L~nHTQ)cda>`K-
zD>VH{48w0@c1XvEdr1~{Ul-nUHqAUlvHRK)5EEQY)lee?<Ln<%sVF>tCW#*bM12``
z^VyAI(CUnb^*fA52K*C5kllxCX2RLthXZUs$Vao!B(QGiiEDyK#mr<Wv*gRM(7Z`w
z`;)hnsbRZ1!S~V@4N@6pB8;+h2}}4a+7UKOh*+(X*JY=J->-Vg>d2sz_6oWk`nK{_
zGLWqsw}>0<(4_`?3<sL|*$g`Z)a*TygqW4MvAdNbf|u4uI}KaIm~(GjBL_z^2hvsb
z{~FCw9nK4IgPh-@wMRWmG~s&U*b!Dt3im!t-y!%u0;7$t2_rOBS_2^Y8BngYxvy{N
zOEkq%2P4C#s6fp+vFq^2xVk8fHtqB6#GVW>Z*J5=>JCaGENu*0rdwaX;;U=8p!d6x
z3)x0VR!{fu1+1!6G&yK%(H*(v@@gV4^wSk;VBmP<FE5LpdDLu=2CL$XF1=fLt7lY4
zi(SM=?Q;2O{5q=gQE8{EZ+{@@Ywe#$=bRLROY)AR+`ey{cG2p4H5U%iu$TW;n0=r(
zqd~&<P;M^@Xs1QOfYvnT)xHoB1~rE25%5mgMjs(6&*$Io5^6z>T~qUhuVPjd&aT5h
zY7_h$PJn&2izt)mhlOi|6lq1qxs1~T#I{TFZpFRbZUXqgJp(Cz=5tH}57ysS?EjQw
zVNyu7J5x62Rue{It$Yc%oYu?$)+s<AXIFZ9Wy<k!Zkuu4ED<M_sj8p=NSHW58%|vJ
zCcy6(c`=lT<lXi}{{$!`N4G)su8<jNFld&`^!&id8OsksC-w_X#UTr$|MTz0_I(P^
z+#P!_BD@*1erN#Fn42I?ix$VF92jET79-g@xcs6)8$PYpc_jxd2G`1%;{<X~C$PpO
z_4i6c><@a?na6p>+FZm{fE@ocM#**}N&7-a(~s|_iYm03o2}nckmKB=ONwTdI`E!u
zGVcl1(uI!j&P(Q20Ftbm8!7xVmmOukZTcYBHoUe4TV`F@!u5#;0d^MYfGD!`i2Dzz
CTj`Sk

literal 0
HcmV?d00001

diff --git a/docs/images/enable-apis4.png b/docs/images/enable-apis4.png
new file mode 100644
index 0000000000000000000000000000000000000000..9ac69e81414b55567961c86d4b9082bc087e9705
GIT binary patch
literal 114009
zcmeEtbyQnjurC#8OAC}1X>nRyi@Uo!6mJW`U5i60P`o$<hXfL|xI=+r!6CRiL5n+i
zq5ZzQ?t5$9yPo{}W*s;u$v)@I%$_}aezRwXsw&H1VG?1Yp`l^P$x5oDp`oMx?vFjj
zKz;K@jp#e-^w3#cPV+H}ydRr>Lw$bjBK6)y!`{rr{i72A&D_r37QpOm;sgNLIa}Df
z>_2D`Mm6HNYb4<W_~>G3Z%3hNX$wHpv~YEDHvQ;9!OlyeZ0`oJ{RD8LV1LKXN%4-2
zpW_`r7cYgXQm6CNMl>`EG&xBz&Ch8&b6y5;*LfszWAOtAL&FCIIuJdU=2HW9s!`Z9
z>$|yMvxy%^C7m@Gow?kf3RuzNkdE1<mah>^RWWG$lDctp#p2Iu4UfGj?ZxAG!j7-a
zoG0}uHsIo>Rcs(IZMf^kEmcZ5^K9eB18c|D-TTtBMI?A<$EF6w{~vN?ubs2|qWRA!
zNQjO;;Xl`CyQE?a|6G3-{eGvvJ0g1yy8rje|ItI}-z&7md;j}Q1Imh@qHYuIT5@Zc
zseg!u<`Bg3>Y1(K{Swtb&-)E=@|RCWy>2?J^#kObNjxiT+|1!f?iK2$6FOw=rdvbd
zb={#38k&EiI$5&zt=`S6A)-xLbksA`VeO;!MpcoI(9kTxrrU-Oe^*`>mK=yGQ2hD1
znBh?#H8nNtd>YD?xoWvEOnz*F8$ge0Y^dWw%;_RZsDuP(ikI;8^lmS6z@KOg6TP3t
zLA{6wCh{gRJ{|%BNy?NzJ!zOwd6{(|&7a#np+?LPIHB<1LI2_5VZmcf)GZ^8f;jik
z(0(RBoOrexW)2^#-9r;?_-zuSzi-#8Atxu7K7)0SIRJcvk_VD=*$xg153ky{_}FpL
zB8UqK2w1OXK)uo+JIa*MYFc3`7UU!IRLj7CiItVLZqDxYv*55&QHAWc_^8{tG>xW>
zH8nNC#0k$)pDTl4nPR?7PK6MNEK1DS&x_Q0kN$LwmDYUBmQ&qyJ>H!#1}uaMSHlI5
z)lqD!<{ySAq0W^&-pXRuZ~svf>;9bv?ca|_k4yj8Jr8-Qu!d5)SEo6CCCz`>&~JZ=
zJKpX{@Q>R6T;lwB+uh~Q2miV0$qTRuF-@RH<#NSL{fj?M(a?%JdOy6Qqob4EZ@wy_
zvh0c?#l*ynZT+Bn;=I;X&;o?jT?n5Xa$78ZspQ9)#9PrgYF;Pv!9Ojm3tK=y*k^@v
z8=kEn$h*LW)2Zk^N<2MMxjX^db0!7|J)(KTCf|fCPid6QSuyM!995ntRzjzfCY}c!
zgm>3Imxz2@Ljn{hs)1^;<rNht*GGff^IrR7M}s1zJ3BjJ_YwxHo`viX+rS*<_(DVF
zJ@^e`@}^~g!F}*pFD3?|-T1dW67-=@fCAi72yzf&_epcVL8=^$vERiNP)kM*^=J!_
zipY&7x%Y3ejx!Gr4_I%nhM8F&%7i%0`jWYeuu)AQu-;ua1$C*<^(I}|a<MbJ+IPZ}
zeO|mLB_*ZxdeovWHU3AH>QY=WW=|D8+m!CvBykSsMm8Uyl$ZJaWp(ww+z=k}88y@U
zJQtl&d1&ja9NsHj(sPBP`#=vXlo>GUnwgnNed9Old)0IZWAr@ip=E3vU0pQ=n3-{3
z`G_E|kHW^3=I7_@4?2lYwhBuNKp@b7wcGxDvG2_#mlre2NCy~r5L|#~Lm8Y_(eOB0
z6_{NOkHS4ZxlnmWDXY$>Pr26e1gE$swHCsziLOn!OvJw*0}9m3Q^BBc14}*LA&R5P
z&uf|jYrOGUb!rdBdb^mMGv7t}_2m`GzjnAVDtNj8EIkm}W~mtbOuZ@}tD&2kwAEaO
zYB<PLVaytIW7YfuTdTg-hB2_2BhmUI0(WcMM0-I-IMGL%^>yFd%InW#dg|*Z#V5RX
zc6xHwf;3dO{H8~iad~lJ*_X@)<aPX%z{cFV<gj_Q-!jp#-&}Y$@1=qx_*=AiW!A2S
zi9n%48|7(!R($*RSV~e7P8@G$ZqA6ZOffOBVx3n*l98C|sf>~d<?*$YO6zPIcrPu~
zc2?iv+bIp@%_^jJ40cgLRR`M47<ylt0}~bX3nHwG!}Kdvor8H34y_`j2MY=A3usgx
zvo*L_rzJ80p+D@@2Rg4fr|Tu@OJw^!014VcfCS@9r#V8`Oq;QJ_wnf<Jzqh|G8JaE
z+1gCT!xB35TI}xTx{;{j63!`P2KDIk!Xlo^&eXdBT#p(*%CRm-{X7%Agd`*e07ZpO
zI5e)_1(CDV9@1-8VL4at%I~!LjS3M=Y&QglYOL+=m#+0DF)}kNxzBr;OWC6Q75<Un
zVfR}gw=EDf!ZI^s*Pw*DYjm+Su*!O(grJZd&Ht1^K%ik+OD7qao?eU?&9Cuw6n*It
zNiNbn{<6ZXU;Uy^-@d5|u$PemIl1Z&1Cmf1%Za&nFw7?8`~oR>RB9xSoSMqz1z;jZ
z*#YApjy2$6yVJKD)L~wq0}`jIt#5?x!Sot5pCmMhN8SS-ZgARq_yjDIRl`P@Wllj4
z*dz5IN;BG)tv4K8N5fjvhxsX(-E*L?#adpDN)iNCz11~Ut3AB^uU}GVeAQCBRR-Hu
z8+)H?)f=9&Dq*I6z()o@KttmXYiw-fAH2A@@E{pYD`~m)#3JEUg+ihDUClSA`nwA)
z#x2O3{lbXI$jGtINMgoj6?u7e8=IoAurN-$S>8FPUgpcahW+E!IF+r5mfNbsqa*z_
zAvClhqlXw63|w4V0RaJ3!O%6ztte6fyjQOvMNDM-kx}i1C3_=>YgedWJx{01^;g#|
ziN_h+CkiGV0XU)c;{}tCD@M2{<JD%+2L#vB`k<cy;2C_RXhg<5eUM^iHe}s*T+=Xu
zGAsf@qL0zdKUY98aSy!XqWPM~`<s1&Bgf0=O<CA|-3Y>H;Qhc=`*@O#f?GhV{ci_d
z29Y%w9(3}FnA2Wak8k<0YUjc(j6JxANGSp}|MEv2mW-nORApx!$}7lKxffRB`T6<z
zT<zB2FAM^?6nrj^V`^&L6C5@26o+NVeW>zBp@YI#is<O*^}E$Gl_<x>M}p04P^+3Q
z;64tLi(5rmm*4dYdGRS3$~sxMFg2d24G+Jbv#WWAArbjfzuLxfN<cs(zLrhG*MxxK
zS4?hN`8At&p97-oq#WF3833N9mOF#mt5<m_-U~}h&(dO*gn_v6@IVx~8ho_QRAWh-
z{PE3Zp@~Ih)`QthYrL>CX)gNN6(vQ?7Djn7d+P3LJ{e~-0l)%~5=*zO+!xh5*|Tml
zwy?gwqQ~l85wCL_8wKyC0DLj4g=Qc9;*8OJl|rwxJ+dyWSMNk`uFfX9$o+~?XX_D=
z96M1YzvJ@Pfpmd<7Q=eY2xb<Rag_P%m)oGCm*T^BRf3X{-@d7S_&`C)z|WbxLCM^n
zl14WpM{mB1cVei2bbX0ssrLa&#0-2xU~!YX1PFl2<=OdS*7xLOjc-X7M=LmalB{Y@
zSHuwA$d|O4vkn#HGh^0wG685UV86a%%yn|k7C?S}rnaeOG*8nwy-}ZhlX&s~%|D8o
zm-oF%XM~!QlT$}wJ*xZAA3f4xI<couNlCdI@X}EvQ&|Uh{f4q+*TtXrnvMnpVnNoW
zP1+O2enNiq57Dw>w?10AxpAXduap+DDL{~v7gy2eFDMpYI)qnG7B(j;K347Qlmu(4
z(A>1+aj_Ka;6uCBcBv#2R{LP;iM=3y>jzt8tMbDFe#%LFo(bH=$#1ul9dwxpbnPC0
zhi1pPT^!z~b2n9tmvEL9k)xrxD56*%F4C=FNW4%0U*#&N@v8ay`l4pX(Nz29sZU;D
z0s;c7je+#AsHns-t1*-dB6gWu?TJf>j|Y+aU8}W+;3QGqjl)<Fq0whCLKcIe(3iBF
zUZ*x|>qg5On)lFZpP^%5XkRo}KT^F%+Dh#T(q6cqb?sF%<74UGKL<L|Kf+`83SL))
z)MW{c;DbLGDuwp+;_+oG5$;S3B(QinC9cmJlYLn4uI|huF-cyQ9*f(lPjkvhS}nRx
zx|h%H2BM##4&wZMy5z2lU(Rl%U=(BeQC9>FZL{`EU|``xXhL*S2*kemB9F}bcdOa1
z;>p1QY7EuffAE0IcA8V@;MYs6=JACE<F_(V@b8oo3{fflX0~(nT1V^sql~4EIVd}`
z7%$SjEJa?HnialAb#>ll24t=4&6_t2r>f}uvD~`TnN@6R^aIcPLrZ*gRPQ|A1XXwS
zcpl*8r|mh%O3O6ZR2<~9Nx#6uSwSgn1?HsqsU!H~$Vm<fHA=I!U4zo|eh*CGO|{uL
zp%pNg(MsHZ+}>MrY5bWkGY#MAOnfpBES{v{fh{9MsKfrN0OH$QCD;!7ZSlwQdZRNl
zGylkjqwxrfXtnIg;`zafR&xu=A-L?#)-iNd+s<gO)Zcr60rw<9MImaoIEe+<i}Y=p
zE|StvD;Y~4awgWgqe|`9^0VJ*%oj;?L*Q&6eNfTL{rDe_P26jpR%TCG76vDOs5<k&
z1?_b4bltyOg^d)FOViy<t%WTlgB$HA!@OOZw3)*WpI>6oovP?-ZVDLp@^o5zlxK>+
z`BcR~ZSaW9I7jG$&#8NvkC!{xTHfVbqWMJ+f50nL>}rrv5CTOFl=_SH)R}rFG_*xA
zTgn2>s|S$B8pAQKX8Yr!a<upWnZr74GAk|=%q6Y*caVtl>&$K<Do%5BEMqaK%{tl`
zw7#xb&`Lud_mAHki+#gHVIDOhNy7@WNV}$!aUv5~JN(e0D*NMBKaQE^wMXyK+*q+b
zkL%v7ZaTj!D%^#XF;fqvO>chGu!xP@#?Oq;|ItwN6@ucYd}Cun=I()yG<3e{`IZO@
zGW*>l6-(WT36q9ZGy2+wsmIR8H0eih&$Zt<ITQ`~#y^6r`IXp{^j;1RKL@!{Er955
z6F&2af2!OH)G9X`9Y;sS#3<4n8*+$$j!%juW+lUJl@hheYQ4?y=ND9WVSD}G!#_w|
z>j#VNyC8q-*MAQgM2lfburgCr99${mt^F@9Nq>eBh&oCRo6ia3-%bVDzQ;vFt5w&!
zedd%<lfCSWIiwe1Yk0@$bpByW+N)<6x?h^A&Nk8IMk<raXR6<!ux3ZaLoc0+qWhH?
z{D0t&#2VO1I#+G{qtRBMNGr;9x@A?Um17^p4qKRdi0CD>?%tu)$Easkvf9<?qmGV_
zj(UfsF9Vq(r4M9|OlS0S+818Aw2qDAqYxpZl6fxPbQkmXJJukq-x@V`bMQK6bJs0+
z=zwM=<{#h#SG~n8Ljg&aBn9Ps4b)tDd3&{=5Eqxb--0wked!&K!o<wQ-a&mTewP~P
z4<Byki`+o#-F6w`dZ==T=~!7y!yH8wJ_X!i6svcyo;fwlvA=q@g$nFS>bDBQT7D%f
z(%|FcLu+f3?~qt!?cv~CR2Ywc&uUE>e#j=OkoyNbx-u9q8>_3U52vG$;np*?3yUXc
zXuyJM)k;A{E}}?$Lx_=)5fehD@Xa4k*aQ<{Nqkfg%g}tNhU&t~%EPQm?<am9{(2WA
zLqvbj-J;rBbcDAzihWzKlY{)Xu)pBZA7dr=Eo#2Eeh9H(6tqD_7HC+V#s;X91NhKt
z`=4wAT2|8^^ojZ!4eh@|i~k3}^8Yve?==v}jiru5D+sBr>Y6V9n&>`IQWxV45HUJE
z@t%o~xwT2ISE-<1iwW2gU<KQT{pl4{NJv+z;pd}1N@h^(Vm|gVYPAFCb~abvu*0=G
z{|NtVga~X#n1FrmmP)X26(I~O=7YZVD9aN%iy44BweKhmTFk?I7%Wa}Mj8p2^*~bL
z1c;rf3MC+|^{x}O(aRG5ez0+S10Nuq3x)r?QO9g<skCBR>94I8|AGoS;esUTmYA__
zhBTPKw(19RW4-}Cydm1Gn4^E#)1fJa&k@3}w%X<Aj1?;RJ`^OD`l;*}`>8xR2<Loz
z4w^T<jT%Y){^hjUwZQC#U(=9SM5>V2>$E6}gl}Z^9Ty{`Li5BWW9d$z{nWvC8TY~;
z-NlWpHP#0Z1Ljbo(lvx@{|l<^5m!9|Qh4o~G|O`GN{a#eG<iNEC|{fe5f3VHb4LzA
zhw?3#*!@ktIU2}WL+eLScUrl0s{Ilne11yto1<vNduBrjmMa4wQv3Sk2kcT$E51R$
zkZ^Fc&nwSz-r2fxTXQO<Vy5zZp0?`E?Q0=k4&{Awd2|_(k%IgU%k{n#&v$!(;;TNj
zt4Y7cQd)DC@oM{CJ9Y2(*0;a2w0CVk-@oqT7=*|~lkua1pSU)7_e9Hx4&xifW^FTe
zd71?ZDdFSl`DR*~USq|0iP-WLu4!6Dwoz$F(t;@SZ06gUm6qXa5DDVkDRPg^=m~yH
zAQN*7xS_MOCx&W`id9STJ*(>(q9nj%qc@Sc2M-FcOywMX0oJ-2r$3#RZu-aa7Q@!?
zUA9$En(4(Q{3gM3`CG4bSBJ`W8(jNP5j%37@n?*F*6mp{gl9o759$+T*{`1o$%$AN
z#5d&8V(n-F$=zO6nyqmoPJ=u-mXuJ_`FKgqxMgNVV%b|6D~o8Gn{83up-Vu$usin1
zP%GAc;O=m)OhphhBLz>GMtwRi??FkqM2P{Py{A^DkF%&kuqKhGL{U+qP`ND&ma^+C
z%}f$5keyPLzurJ2e+s|ym?K@->wO`{{_yOh<*`Yuzw;p)TKr+yxs(o6BkPT{hxNjM
z6^`$vQ~LS>htlX?N}eT-aQ4_EAHYq!3zluC>xB?Tw3cLM$szX%d?@)bx^G-b`<e$}
zg959ms>NGrK9*kdWu_iT_pK*Pe}3!YY5140fz62A#Ikfx>&+h-u=yGlY`LjNqgoE5
zs=A6v@Aa$Roka4?TQu_+rI(g^4+?1Bx|x=D^9vc=n=2qBrPwxXPiUShA(7Kf-GzmH
zQ-gD<Urs*+M1+pUI^JVXxsP`-`Aqk8CSl|&_NTwri5Ba)Moz|bqj7+9+3Hn;-F2)3
zai5y<)u`I36M$D#6&xTaMM}xzbtuLrC95>d5yvumHv?h-J{DPqp{b`r_<CKMO(D;;
z_WO||%@sEZ?mt8WKQSGam=w{jr9+q}Vi<aszUQXecaRmFJo#2_b<V*(r6LWh<C2J}
z$X#Wm-$*rBvq^r_5}ANO+>Ym~t<K?wi^AV`q(ii#pkT~!WfE}ObW*M^k_s96XnRaY
z*QL9b;G%|{wnO&IcrsJ!zs-0LsS7X!Uu!m9hrsJMwuHnbuDn5hwsK=Q7lC*_qu?&c
zn!+V`WDlOesAF_Ug0-Rv8^_}dVbV-4yVqVCs@4a|uevRM$k!5~KASvpK6Xarhd$RL
zFLR3rRj_GB<&y766^GT>*f^mX)idAcFTFRK!+U%6Tc-xA>A4z2r3N^rYxuOLe3&qI
z)p~y-@gP~X$I((3`SHy@ndK;5l~}K55b;x~8q@gYGzKI!7qxiPBd03N^|>WoP3hOF
z=<Dr^GnX?exgl@04z=KhG4jS`2D&CiVLRHMoI5Oq-f<b@v8zmc)O^^~R!b(KFsCtr
z*MAv9!znlxxtupu+plV<WaJTlo63JQ><V;0s}Emr#~cAA8O4LAe~{gHyY9@<R?&=7
zE-XG)^81Z_QexXYB*1wyo}gFbQXR{GmPqaN1LH)v=!>_U&V-TpU^cSYmsq98eiF>O
z?Y9!i<FeWvL-16M!-$l!y)YI5qzH;Aw`vV}0^|cNS(fhCzL&bl>v5Ur*wYyOO+9^_
ze*q-s5pOC_V@JoDh}h7fhfo@p{KN8=sYAouUNuWj2e10cp>r4KDOfjYHb$=*giJBd
zuncJXr=1H`lKpo*2WbSc@hHF2n8H~w_obM|KR-Hnuw1eT7jdZ+sd^5U0Z$%@|GRXd
z<b2`wZ)hsYaq$1+ivN>5{Lkc+l&NtpG>D9YgM)t3Uu8RVa2UDIx!M{&@aIqCb<8PN
z`1`&8pEZ#`*JQZ=s{GGl5Goldpkpx|@1f^hTg>>^dy+m8WAG10`MAjes$wIee0%{C
zCGrU|JkvY|MCpu6?Mlnv*<wiiE_U~?)^V}Q6fV!VnwWP<XZQ{pD1T;sT^p6R*lQ?1
zeID3}LsqD|P+fAjc6SF3TtN4SQkvv0H-Dp}&j~9;i@eItNC$G?CD2hY$w@+n0qumO
zLDjy~C836jR0zzaM4}@xEL>dc7gQdiH1>XXw7O|(WV7q!QYbqXGrsAq+`eC<LYI@@
z_p`AZ)4H(&xtHQvb$peJo7}}S$Dt!Ff`#P#u4?=Dki})=p<$2r^!OJSt@^z!YnUAU
zhG!`WO9hS&KJ^=41$MIfsKwnc96M2p&G26K0pKV3rXK&AlRpd{TCpF91;>HxM-z^X
zV%2fXdY6t9?LR=IBQmMBf6RkL{yIa44%F%ig?(m8KYs~}xtniR^kt;#uhI}0Yi$ka
z4XKxXXrj%4#v<gg646Tj7gl#f+?kQ~sULyWaQrPe0ALoI*m&GLa2z^Bs<Ed!@x|tb
zkx#48m>-(cp<-R+_x9-)oA@X>795qa8`_G$AK7SLFMWKffmDu73#nQUnmFzW^1WOu
z&0`p95bbjF%K;^XyH=l5_mj4wa(8!RAcqS2D}e((xhKEASfD4?IQzzdxb&6jhw5cj
zx*jG5=jFbIFW}{O^vF$f-8xF0%XgjbscSnz%&tEsb{ZLaT1rA{GCtd-s-I<yOd6lr
z8HnX&Y>Cw7dpnD$o68Adyf=NqB;f9n<hF+Lzx!mv$GG5oPQQu+)MtCAn>Y-kaB<(r
z|8dldFtP8LSz|6wcKp~R6XKifGt2QHaxK5L0@~Fa8{J!Ow}5FSCR6IaK0vos>I<BE
zbV&tV<Z){fSqjhgc(i&aRBY=$HMnW%;3MF}?fe`r5Km79c3n=!TcLidx`sah#osNA
z0$-Gvek5g9Lwy*%3Hd9~v!(N5fT5f9J6x-&t8eI6F5_`)s^fGGn{4(23H;0O7$QC@
z)n?|CpM}1|KrTuJ#+ss`#!8fk6q?zAAy%ffQcbDV?SDtfrvIHX(_hHtsVaGP7u=>>
zXY5VqGnH|oZ$-%@S(}>GpOOj|naG^dTdv8-V_t*Th4~E=33N>sw6fhriW7395yqL|
z?cYo7(@nPkYFkXLV~J=Bbvnzxz+LAB3VPc9(r=#glI@T>JjKznNS{d~fG*l(U^ZUE
zIX*)=F>uBvlMxKOwbFx)m!ac6g5rq{S4jhta_WvTRQvTb)<52Ky<X!J=pAfnk)EG7
zeruoP;+CW>R3op?oyYLz82iNL@DKJz6O~yS8%O6Hj|wT#*l2E<z}C^%85v$>bnfDB
zD%(MC`e6f}zgc~XpP0^<-l!fve`RnjJFNEwLmytTnp|x=pZ^6$OM<wxaIPomh;@;k
zG0H6UU~Mclks=In!NS&5VTER8?PQgfUb~3pH}h$Eydf3vlqVE~57)&}8LFy*FDkfM
zhZ|*dHgjR4C!3`|_tITkbwT7|tQWg~yAr!djudKEQKvS6Pe3s4yF5!YH|3sK&0k2y
zjpb!@rJhsey7RsX_gZGxi?MzSZ9~lVd_|iN*)jzbF2c{qHH?L}G#yr-`WpB0m1cw`
z-~8w_n)z}zI0(-;7Dr!T-;5PlHZZmsy|QG9tiKY*I&?%dh*wzMFmo@FiAs2cNLybP
zBRp-p7=+?PMEr-8|E&ek#{Jkd#wVhWoX#j<Rl>y#tL(0^wwIa})`a?9$}$=;jIf5F
z!*sAoXKq4A#`N8vG44uhWg^EHh4ter0bp%|SI}ES)=hZ!+_VpzvZr*Ozy8v=kcGd<
z$Ip;<A>am3=L5Nvna>{bYt9Af7;Cp~W^c`bWzC~NRx>*4$Oa}%8)%d6AA1ySfU_i>
zUUfAVjh$iFe$LYWc0aPYJR-BG=a#YnHz7l1!b`z8zMZ$u^^0cdhq;Si;q?`g>OF+h
z$IA<*8He9;?nf4nuB2u{Rgf{XnK6OzqZj*0ey0%z_at1L7c$rjGd@F~oS_kw6f&KO
z6bJdl9^alCUM|j&uinIwVLnSO2zuF7;5Wq$YJO{GnGLNG{;@woyRC5&SPzl;O`+sz
zQ;;Lkn|R=k8Gn-f=(xQ>ZaN_i6gc0ENg}B2yf0j&wa>Rz+~&3TS*eLjVcX4KL)|Xs
ziye8vd{fs}sCj*NwPmWCU#&EDKD?tPQ+mEa^`$+I%@p}vT>>gm;r<MjId-UV#l?s5
zt5>XFYaq{-e-vyOJUZDK%J$stL=LB5#Z{eUZ*#gSR94&m9&7wY=vrwbR8OCG+!$py
zR1w_>;qs~gTZdR*RurB%DP~okIo>ciMPBbksLqR2Gi-LeyqvL5ecqhtovoyRq&X6b
zre{!%#dLjlpk;fMk|RU&u$PYBZ-2&fx8j4)E9;RER5(8Pp<=)^L+uvb-jHWUC#;UE
zwurG()i~dW?y7{<rG5xx#3RM9uESGk4z3mOTi`FgUVXZTq)73p-(H^#!N;dt^NT5H
zv7N~+9jG%sY*B0Px{=SlUw8`4n7<94zu9=QmXr+Go7PdQ*wc*J<s!xQd4Gm=G>lkH
z@VuINECfHxnuqL?b!nW`6ob!x*X@}_mPuQF&s@D+aP<@(1B)3BZiZL10*@sl?5MnL
z322qmRR07Me;u4dhjpf7QZId%M}FEyx)Xo;Ni>$vd-6QN(#LU}ymqOlO$5wwCLv@s
zx7yYNGMj5v$lML2fQtPrQoqTq^7>842!|4|@pBa!*+;AO<^KAEJmR&>WoMt=Sdh1m
z<4)zZxP(GdchaiD#2hq)%tJA{pM-jMj_QgKOz&`Oo?7Xfsg`Rd4DL9hwG^G_Zp!qm
zhwTVU<ZnS!a^Z!&6uOyoSiG+MTHC_s2Es8FC-4dt#QaBTAK-bjaDSnmZs~9Zm)Ef?
z`&sx%u8QJVziVagxMy^Qz{%|+nK7Ro3C}G=$Vs7*@wUVanbz!^QdM8vvu$YCUG2vm
zIb2vKcK6zF^K6c(${=~Qg&L5OB8c0UHy|&+8(%M>K&58P##UpR6w_uJ)d$x~PIkt*
zSW^MO#&duYIeGC^sc?~_{DiSc4@-;eaCGT-90%?8I5AK_HldFvnBlyQ@bdbr0z)@^
zxb%k8LUc+w*GLF|wuQ5m^R!mCT>{*fYpehpZGB)2)j5BURX<JV+GLa)jLwLhB;;RN
z@-;^8i>=MQ%09^UW%qnNHp;G@dtccCxg?0A!##_5kh#@|mCJc5P5wGk7_%Ah%`^R4
zJmmts(RB03;y0Erdv$OBn?F*b`R7?CmFX<Tk6rfqP=Xg+*n9j$Z&nI>g;JRF8TGAc
zj^V&^6I9akfs->UHaoYUzh3qcTG0IO?46JnZQol$e#d@_$de>Zg%ZSyNg_v$YDp}T
z4tXW+Q+9zb)KoX(pNXyG8@e@@&nY5eyq@V+dfa;)W9*)L*n*4}6f(`vK5QA(xkWaY
zZs0We9c1aS8XBvfasB1(=UR^L7kFD++j?@|mmU$xc4^Ipw^d6MS4JzWuOC@lPUCQ1
zb%yBz>N}13GvEe*@pi~Po;e6kjdwx(wc<sPB*eUU#Q=82VoXz^E6rNbXV{NPdIZV4
zZCsjbh+SP-$!)v#uG74I+OIS3&T{b(34+>#zCa73uY+&pqi0_mth8{J`0>ox{-Y{4
z#NlNBh-qxkrsnuO74>d^!anQ1b|q2`HQ5l$_xEY-5$c~zzl~-@m~JPS?(oR+)MH!O
z2WMh@)ecirP~P6m9%YEv{QN23jf{J%b7-6TL~~QA$z?fn=J-N4i7M%kT^+FCRc{u&
zv&)>zXnb)2HZMV5e7GP{P=o1QfG0?&^V0byEW4GIHl>T*qUU*nVBVio)uT3gsG;x9
zvZ`%`AdRt|3x8%z)bbS_(ACn<@G6Vjy~_$~uG8`~ZE5-?vdDLVSrykhr)s)dFIwaT
zn9*b&nKp+(_X!r~>EtiRKUogee1~D}@GTQNgDh)^EJ5X5HopeZPpG`v@QHkm*DAJi
zUiH#?lg}xZ=H{Gd>ZQ@pl?c(;&9tgi#J=uPl8Y+@<7|fYDh!|hXr{}>eBrTDB+JNx
zumMzRp}};^BR6<K2s#iV$0Zx-6)^@E*u9*QvEK|5Op5TGK&-R5!v?owfkA)Apg(qx
z!%`c%yR*``nV6Np$;tSH={~<yg+2YYZ2wGdjWJR@aATn`wV~S9cJmc#?J;|Caj}}^
zZ!o?XHc><h)v@}ZClRU;RCkr&IVlrpKHe<w@4`q_u5O@aJZ$EwMB9!P9@&xxqEyl~
z`X?WlWoR*us`mn-%C7$MGX1Eun&qz{pcX3x{&PXpf1kDepK7Q6ADc#?T(reD(LZct
z8FHX10p0Zp|8j_iw)^^DZvU5(t^dc@{uhN{_-G}jB`(ZZ9Ni!2ygX9Jgy<Ak{Avv7
zX^FXmOpbiEwkH%;7GPF&{3@N+l~WWFEf@06T)x0#^ap@<$@mrH!yqT8c_P+|)~p{L
zua$uLZ37ou+qU07e%Re-1sIivx8#;5)yWt~Ci5DHhNKZbs^6(E4H3i0gqCwHZJ?Gc
zP!(4_ljG=Uq6$41w?*S5v!I<E1H<nM7_W(3()I0J6V)cXkV(E*N3RUGXDWgiZ68JW
zmPdpR{X`Y)90<vKm^AOmxiMGRtEF{l?t_D(1o;LxdX^l<1+ZNm832Jwx-4?W)A6;=
zp>1!ikSULz)iAIRF+o*5rV#Q|wFVmMqX`wZ4a-c$dYpH>7&xNTWRRF4cq~(V^ZNll
zVS=oa!k$9fPm1(7F;u>K_)*I<b;8~&W;L^`kI#nV@l)}5L}Sxn?>VGa$bVQa^-+f@
z>gQaR!~MOu5rr1{igQ~y25KQk^zyT5)EAHF77Y?@h({}#-l%i=0cmviREFvi&42}g
zgyzqcZJBbzBRaOg6pIA=Nb5Up(E5W==F1}Bn8`Z2fU_UJ?{`s93wqD~imFt>`}H#?
zd=ErfmVv9IH^oH2f$dGTUW^>&sE%bTuLvJbQ||d{x$@}h6})#QtGVncm!FNX>)GpU
zaEN?T-PJ|1LQ-9WI%iF$7)Hx0YVD#7cbIT)(zE#{mxb~2x-{K#A>v$Iu{ppgqNF+I
zjNVseG;u~j8DL`oN&eluwP(U&cqwdKr#>)7f<P6KUD+WD_sl9hZ)_R~XtZV$vv5!N
zPP?r4CIhy#eD_120(wtp!P|<;@j?@z-yVgWU7ysI)pOJbcvf$KrgdEf@8aUmE&@iP
zwC{u#4X2bvchH@3xHP$086xYUa6Q>(h`V5@n@gIGVpyxkx{NH<sCnr9Rwq;qHj@`y
zYHS-2HdBZuCH>yiX^qa-e#}R-f}2U}nles2_-pq<{xqP|LAMKCZbJj0!u%B1(6T&#
zU3NmUhaW~oFB8fkO=lLPq$~6W@1>AI-toi!8?A`tXrAWfw8%3{mmT#fQp)mysL?dX
zd$8$u#x0?dI%COjX#7MXL%*pSy!IVJp&_xe(_-oNaHs<JBwcYR9#R*k!b5*}%iEvw
zJgW!<2EM2olAzoA?vrcC*ZEF2x42w7q}yd6@7F3uFziAZU%rU-Zt(kSqpE!u%gf&|
zi(!<GG^r|tDZra_&J?iK!+UR6I*3(ZyY=THanxOzR-N)QEojJ*pyfI~KCP(KU{=-X
zB$-NqHQWAYMZO7gOT%iI>KW>>qpR_t8+v&@di012hVoQUdT*73Nt9x4qNUd~P4QJP
z0r<u;>^=#77}8m9<tcWh)s!)}<yAGa=T!o=-su2;M<hGFeZC=momPk**{$rOYTFV1
z8M|F0Txt>X`gspVaOJ!-d}G!`2gcWP*zmAezf7`sek!MiJW4a!FOhxA3uA(>Vcfny
z&hneq_&s%5mx#6qk8=ATy&CabeM%bF%MZZ<;H;P!OiIPOgn~bT)SUtjc3MC8Xwh@J
zDx^2KjH_IGud-NvPWG(+l_g?y)ns?x^BTXQ@OE%DNMaONIE&pYNN12}=bFibRl~5Q
zM{gct_{c!L6T6`tFRS|r_{!I8M^+706!YWT5_@`|y0%;5q1_L<UvvOcMIGfijS0pN
zvhhqMoXnY%I&=LPuN$wdd<!&UC88LhAUQD}tfI+4PP*xWB^vtuBNqTyx$vm}yP#yy
zvHQC9o;5d^B;k$mRLLBDD(6OCz4gFUqmf&P+{a;U)Y3OvVGa|`8nyjM9+CbFUO?s&
zZD1<}>Tv$~xPLC0It~z}Eu=M*QE+GS{_B!RO#j|C9x3Gbc%Pqaa6#7`wcQPTLC0g^
zR%YHPorqgEMvNmcx}dgp{ao3c8*+ZFu?4pk<<OjKURzD9cD#IKu>3Yc5!`#VvLLUv
zmCbZPW8RG*Miu^yKv*}5Bw{rz!=)knIaU+=Bu=#;f9dNMje%f#BB6Ggjo*BpV+4gi
ztVyPiuU;`LojGKeW?o0cj>hB*Cav0t`f&Na;b9)i`z7A*cd8QRM<sm_E$d6E1}t+)
zNR)asrd4J`tkCe`sCr-meq$yV1ap*ingl4ohWoA_6d2&XgB5g(R#5f8`;EmUa_|KB
z)WtxkS_)KU#PXf5B_Nw=QrydlB@!#3@^EE`nC};!*bca(s=8ZnMJ514i2+FM31w=q
zSFZL-;;JyGT6!?jm_uvcXpN5g!auDOEePjn!!PUJ#Iu$JimU0*7kln7d-17qUpZgj
zyb(4WS_?7BD%o=V?_Y>ckc!w-Jd+7;!wIe(6U_AF7bNtA(klpAnXy!r=3w{7FyKi#
zy_{mh3YGMpp(HY+@v&);HP&C&9y^-opnYuv+d8jmrRs7YQ;t|$7{rYqkgLRZHaOft
zH%8Ta{IEFHH?)=ePO>cBAC=^yA!nr($o!Q$<1wNfd9WeW(7U0#p`wiQNpXA2+{h*i
zi`1ogVJ&EHPpcj0HN(Ye9F6u|24BKKr-4xVPCPx8Hb<v{XG5-KyjBdVbg~J*6fZwB
zC+96=J+DM?5aZ8H&CX%LponmF_*Xh9CAzs44hvb?w@DB}7=o#IPWQGC;_QXWNTL?)
zlmVptIbkviw$+x=8i&L-YN~Iy74)Cy8TqtvicHZj+*>Lau9Od_eIz#!!G9*(Kb;KW
z%$Hj#^`@?wF+{jZDg>vl&RS}GdP(+ofyTlJmHyov3e(Ej!0s#@z^jT#N=ho(bFFe}
zhH257>{3D-x)m6GGnh5<m-QOd3TMxLKYJ~0*1NbiH#ssxs1rOc!mWjv!%T2?i5?ko
zUOkS6mw%<kv{x**#7uHE@P9E6iy7sSS2JO8Qv-G~4=p>o&DD66_~M%Bz<;383rL;9
zNrD<3L>tJlpkDLNZp`V4j4iMhvRtVaFCpcal{Qm(Wex8gi?ygHs>+8nU{eKl0+_C*
zEAV(?Pjzxb4fCvDU0xk{s7SzE+hUVBEDa}glZn69VH!Jpotq%QCm&GqpuDs{_PRK%
z5`HSp9$$OlpO*JrYR<?9;rA`4Gst2ogL5jD9ZzRr@K2aJWQE!WF_hipzGaerb*itz
zSAeQvRura5sRypQP1q>(Gqcf+Pe3zW2Txw*$j4@HM#w8Sj!%})kn3cO@RUwmM!JDF
zE*PCo*=-kE3>_ti8ZPqWVo*-}oxHEfCp;|xm*;mg-yepl8RZOAe$m{;hNbbd6uQQf
zImojgAwxqklvlwgdM(u>))HamhU(oC+m#3?9Xj7=rKJfl%_PxsO6XoJqyFnIM%O%|
zKu+h5PeGX~am)z+w3{5fq*^%zhWTyqggH^Oq`t60Udqj3{9)${W<Tp_PSdFQYFfJS
zmc*wcw$t%@@t0Ec1&Q>`H8S+SHZ`ZEQ`rqpkg|6sk5=5iSi-D^=8wJjC5-b^`&?{N
z2wqj17(?^o2x6s<{S}Lm1{GrF1p+>ld&q;7q23Ed62~2kBW2V3lHT+EdBmp0of<zj
zonOqvW(QCfP}NbdXw4rUY}2^+bofbJR!?RnG#!o=hOfkmYsxv1rnt(j{E3=HyChMG
zXbFBNN`3t(u&2R@aeBiq<`%S;FmvSu`*gm-g^&0=ALRV7%(=U7ZsrwQ{;pHF(4jWI
z@Pjtonpn<)Vx^7!T>VSs!xWBfW5o0?Gh=GRtagNHO9t~%2=EVoLu{x$IGYaDY17am
z4qBEv;;J-M+1bS2oXfaNLf-YNOyq9DRIMGH-AIHiN#JZw+W0RHnHE6-4O00s`Q!Wu
zETxPtia>ZpL&jbbeeSc!J?R9h8hr-7X4Q@ksf<T|%*h`+6qWN1Im|CQJK3*5+PUyp
z@wv-|=GZqY@yx%|V{y-?nOM6$SU9}g3Z?mLfvCzWy)T;iJ2=O&bqn6$I;#v<n{R6F
z&dG^+3Q>_7V>N@CQv+O!%BV=6bXwtK_$alUZfVqakHt2<eYKg-8^NzqeDYxH48?2!
zBjb~>Fdc1)d20V&@sB;xdRI^-j8d9BNbIxu^kdi}{RmcR_guUiT;9OArDQqhsGsBS
z>ZpZ|)f084urwR3pK_@$-1!UBox7Xaw1N^}=`zRee}CU0^nx+m{=uH<Gj;e5Z+{&#
z<YU5^z&z;tCU1vQw5I4(Oa!4!_jN^(d?{lx`p}Y4$}MoVqyM{SJ=n|sHuB3FZAu{E
znI{P0ERTwSeQs0DQvN0mD_N^pc6lPh5>BQ`rg-w8^6|h1x$U^8_-;By;#BnS<ekZ)
z)KvpBhL;(8k9qq^=D)+oj?VqR@r5-oO6Fk<U{roZRS$31ZDd$)vzI)U32z?XD;2gr
zjP;dc|4e+`uuW@pEquOawk<#AJ_APXSmyQou?JBvwJS1cr-M?;D^Oa0s5~?tv~E*P
zFSQgF$+G*RxPI1X<idse+O87g^j+`HsKSG;0WERQsfVaexK7di7|y{kN2d=BH^Ce4
zLT#%+K_r4w&XBFwerm9N&mKW;Bfb*6{#}!ypZO!Jf|Z&d=gpLquHPSBrEvW&s|+XP
z)!^jmF8V=eorzPciK>?Vvx{OQ(=X#)75?>Y9JRXK5hy)eM#x|#*>R|$pS?z3eYiFG
zKXgX!Dr^HgOr^)<Gf!f!6O`+Zu{8<fWY8Y}IbGtwum*kAKZg(Eow-LUr=OqF?ABj3
zpd)Xnk6|`hg|LZF^!Y4m8S1>+V&3e_F-Rjr+HMVqfEN^rlfE~NLFA!NryE0D%W8Uw
zNI^x>HiTy%=1k&*coa2qBv=4$S=wuqR(x&nM1V+*{z5vk1o5&C+}!lwq&H)UOZoM6
ze)mwZ@#sEfkE)9{b^bVK?_J3nYEt!qaL6Wf6eOn}nl4zd8qR0h#@R;es>PWwoKhFV
zphYWu>^NcSeURtqb9m6&i3$28sO-g9l|2HhOz-qkQA$tT^fh7rSM!`zMfst;V8O-$
z_FOrdT-{hx7X58<;i-b}OsO^iMw?OYnFNks4BP$+X~d8`r*HLU{X{}nI~B2yHT2~J
zeBp&xw?*r^qpVGM+7-lA%f~-)<j?qQG4@vczR$SIA({SwTD0l1`asPfIya}}!|G{M
z5mo>-HA6ohIQfa|uH#l=vdjuzEWgx)_Rj5Q^xlMXfPc}M{<iO{gc|z<A!VPCuk@<A
zFqqY91GJA_iY<|3Dt3fQ2WUgSL3hnkNOTTi%+el{fP3vX=?n^;k$kjz>Pb7AcZB3y
zI3^im4tjJWE@tRC!S}1z{QGQk4cCD*pvL)z0>EsSSjVETocigyt@2n^pYZRpjQPn!
zsJg04QCqs(6n8$o<I25@$O@R=U`3Ai+eC}AB$;DmMufVmFECMw1QPJ_WxSe>jFqcY
zl4_j{Wmpqqql@u`klU1V8z7QKT54sCASdyyqV4Mi0-sXk#e_6hof4ec!@W*^5XYx`
zMRg_1omwI=BWq(gXlFue`5HOZaJ89NBCvq8{|S=8s*HVFyw>*X@XLHRb6tXfT<NZy
zP7G@wMQqWVkiHKBimf2qA92b*;<#H^@9mfp?F^+(%F&kfD1Pa${AH$1_es0<+q~R6
z_k_>{Vj8+p)9)LPq=3OtPAn+=18<9nDRH1}5BEA-=7gTnlh^^_tDUAnVHxAyropl&
za@$|FuvYwX(sJrj-ZK%flS;)4F2CiRZq}FlL#r<-02B!%tYDt51KXk;<`3-^ea_>L
zM=FjnEd4+kr{4qHzzIb@^?`djg=}t|BLuHLrpB>h2=#_d>dzf7{$vw7Q0`J^4T@3T
z;&FLFPuC$}{b?jYB|}pT?u(hH+=yi_(go^)Hb93NGTn)_^T5bOF5?d{avwkOQ$7HD
zny@AtrKKV7ll#O3&R5#+FGd6;bJgY%MZcPJ(_&@n2exui`=stjxMxI?Zs&7iJ>_$X
z<TbF%?YEDb-S58b*@Ftog9jc^wh7(yM*hhBw)B(jI;Y^buK-t}{=uU!58b%b%jQGM
zKwn~Cn}|Fw9P@WTLk3VR-2$GNd(fwoceV(Kw~oY&yWz|2*Ke0RkjBnAB_>hq@9C*~
z%-7(#8{X8>?C0eyo+#baSsOeSB|?6(LEC>}O{1hdybvjM?B~42BS1q_{B-GSbmxZ2
zXFs^OQ~+uFyB`hmmKL_zHrNjW;J-^e<qs=*(lX@iKJrDD;^-kyB>l(7I#vfNKa_2h
zeO4044tQ+y<)`!7>R|PUloXi*AOpc53z08BGIUXtKc(V`egV!^9fA|~?GG7<T84N|
z*)yBmMyzuBxx-L<0br*(?^7!>^;F2}20j&>PDAbNvp<1ivd|f!KdvALs~VqWIAXqF
z7<o)9gpECr9@vPrV%Wfd7{2ejX}D@>ouSuVZv8QkZ}Y3lP-?{Mcv$91kT`uHWaXkL
zVrQ5q<KCzs@~h(K<5WMc^?n)wKlYC}8Ow88FXM;MpJO_0etqfQIz`&Jbg15x^KOd#
z(N>+0$D>o%D_#Pj&VdFjy?wgesz(&k8(S~7qCF>HM7+eQR6W<m3MW^NGE>?q1@B}(
z-|G(vC7Wswo}#?pwbE`%6>Q)CX)D?b@tJji&6xTizZW`J%vOflmVhEBk7QHeOI&EJ
zx2w?iu3edJUbt{GTJbjnZ&uQ&R*tJ%J8`miCt6)e9!uNNk=92VkHX&ho%J5|Nve0I
zojA+|zKk9JI&Ca5-}cy*+@{r9)ItN-!}>Dsco1r4{No-OY~@szG{pGulzIO}-q;a<
zoAq;?kNc&rU`<M!-<H{KV>735DP;|(^r#o}d-8#m#9UVr>-`z-VY$$zsO!5Hvtme*
zhV<AvtktVQ&}bD+(&0P-w#aVt`PyFz-Z({t>U#fXkLM-IvbM%LYk551Ac&b0W<a@o
z9nf!Yo0<hz9H0B$<Y+I%SL!N`(Q*Gc*!N)*l8Y@=iK;zVEPgX|RfP0x_pKc;xis-(
zD$twxMd*k0-B*>;)ub{}V&}52+Hl)8N^FH@0#+oGe?R%w@yWCwM&#kM>l^bt=H<OD
zyYdfZRLHQ*r?}xAmCA+x7#2avw5Zj@N;rM<gv_`EGaRfpqb1407~OJopWNs8>dC7}
zE2r%w!rwB92c=Phi0SQ~ZWfWjh-1DJ+@_FDa(L5+G?v5Sd#8J(9$X_uMNFTTerNfc
zC9A63Z<xbAW!jN^Oio(a8uOg8J<5k@(p)c8@(m&|o1^>(ksZ+&$K``tk+=oyh%flK
zf2gh!#ZJN1l*um<Udb+>AfiYHr=V|X=PI`c#=dNn8khNc!W}}!^aA^WDRt2t9!{Me
z`48S9&Ka+le#JbIvu=AuRxrVPAfzh2viCgHNLKQG<^Cp(aDOlsoq@LWc!}rMX>h>9
zY};*%XLvuHpbyOARm<okk1n;p(E7h8j3l0BOQfC{bDLYHw$^#;+R#q*;$wY=H2~?L
zHujnfM)1(m7m^_QO!n)6eNi@>l)uhjN45H?-s%DLjnmrH=X0s#Ea>q<3xc&w3FteI
zP~_f8a}#8v#K~Y+O1`{x9~8-cvffx4D1;+$fXqtXK@ixKu<N}9R95M%^r0D8BR=~I
z2kiSrD(Z80q`uIstWk@3@S)>sN4X%fpUKTM7GV&CWW;h2+*6LCVupZin;tB{3~Wx{
zj5nFLv)z~Ucl);%z{X%&8F5sqno^b$TSvfD5&oXgMRjpR<>Oy-bn>X(BIl-lqZ1sL
z)^;?F`Du95BU(1ycQ^ll^%n8Vv}h2DGzl6-26;56^!|uZbHSt0r=c;?0p|AO4Q~G;
zo|FI#fCnP}8d3MAQlGaLZp_i~62j;c^1}7@cSH052Ux><|FUJZzujR(P>9mwY7W$M
zUDJn@8K2=x>m0a{^rThEfUW-8PrgQ|$Wm10C&Z44F=Q0Cb1;VOL$&V@ya1XRZbgLt
zeMdy(eUyfElMh2wa4$OE2n$~v)Q-MWiW_|YY&v?zBGaY$-jo>Peu#=+z^=XE&mH6a
z#pC$F2!UeyOdxDSFf-#vqv5HOpyt3rZ$0`{ybML*2WlnO6Xw?x|0o1~819Q(XTxOm
z_y{?V^goC?zix+W^fj;~(Z}U0+I0Fy(<-eWks}FNo6R<G5{bLgqt+BAICiI!Xx^Fs
zJI2{iTW#JrO}%$K;_M`r6mq@fJRQ_a0kXM%;uzZ?I^wi{#liQkCKO5=xT3P5@2>cv
z<gW!uu6|OZK#e<McW)nlKI2zcmF_QVY2F5=RKHFW7Gm4Z!S3?d!m&xKh`?bsHjnji
z>YFh)9b5(m)fo7v{iC7opghrnZwA`86JaFDoYf@=IAYX$sUk%&#rtDJC4DkUe{!(j
z9#P4~c`=)<z?1Wx2hj$}|EjkeJ^#<mc6}*rHFiL@t-;j1P&QWv?!w6MvQ_7CM4Y$R
z>6=^U%S^T@#R$&^>$#^X*9l19d(Jff$W9o0*FjU3bjUVHU{1bboNnfo;5vHRh)D7i
z?;AMzB>%o+UYZ~;%vO=f+KSbt^IyrosNYF0kePvrGnWx}>YR`2RHf8`eC7$G_+iLR
z375*S=@omc$fb2&+NCXQQ2D-ag%j7S&W@h6zozlc;5jBJtQ&yv+8g}Mx6K)Ag34Hh
zXyl)ZuPZ7ZEk{U`+C+JTb+sJZ=5-<?O>12~zs{`sG^^%&!2Tc1fBj=!Kz?-J>m*|m
zwkXf7W6P4O*=KoXrUtVSCn;7L>qGg%UC7)0T}7db^&gpR0SFOqJoY>zc;mnN|D|y!
zh<?X_b@EXMLc)kA0II?M!>6+o5njo?<zSY1nVhKW2Ya%jl5Cnma(D}$;!~_E`~6~7
z@gG&t0RM0?bKSK4;czNf*-It;)A)uNJKzw!+m`pi$z_YP+6SD0D$yU;-B-d8zM70n
zqA~eL|LjY6viLE*(`kb$>-s#?o0%*2K$=ABl8={_g9h+Nijk(Bh`6GQHsoU9;C$!m
z=t00l>Bahe8l>6)xHtJ9O)5g<*4LhgKF5`Nd$lL=A!9k-@{sz<M)(A(Vn`66>3<ID
z!As|D!#TU*Q8vG3)1Xm$<9x=->RSDe1g7^bB~dnrTdg&?#`(L>I^R%ROcO2K1Gqa{
z`j&TFE-x+YaEdmS)iv?o8@~Lxf$jFKTPzmRA=bS;j@PF?NiL2hdf|)W5vO7XY+~1M
zF;pa6LVFxM5c@Bm@6gqyR>O``ak4jfn$nsTF~(HZIr%aN7mr3+U6ubeE%CcS^)FFH
z_L}e}{qult-?{;c0h)hj9n}9APL%d=W5Neo_){CX43qeYlceqar-|9=7uZgf9z?Ik
z=}yaiT6T6tq+8_wN>sUNRrBU1$npT-dQ?>OG-W3j6lXup5PBV01_yUb#q&-okF^Op
z?M|)w<fe@~RuBK27GzIySGHNlpn5D=6Shq3)T2M8ymNndt?lt><GZ-!jkYBIw+O?I
z8#wJHnF5P(=s@9VTAT_QN>265ZwubPhtGLLE{J`d0dx0yX_ZtsI;uYbqcd*G?Ey4(
z*4HnqQzrwow~VnBZP0#y5W3KyWwRWiqS0mVY0gg8BEI?RrD0Q16E<6?b*|xK27lp_
zsMqbah<Q=|VjDDTm%SOfI8}Of33WP7SOLi?0<9>W?QqwKy&nJ&Ej&p(`{%(*+_l9S
z;}fiQG80v05w81#`K>k4>3%hd>Pa^_dwzl}Qhe!2-!j)D(;trd9X3X^*gsyHfkz-M
zE>(<9X)2AsFgDxJGzwk@S(FszSSyo~mhR^k`%(v0(0Y=;T%0p2AlvFZ$xYw!7zsa7
z-!PvQ=kzM4_f-~gF?>vT1$;57DrslAfln}*^zkJ4KtxS>cvg{#;Au+K8+oz=T;OkE
zoz*R_g8;aO(Dm^xCUBl)=_ZiXX<vx-Z~*#bp`!a?IIhJFuHRAbQ7z!y5J$w?JFF=t
zv^SwUf$q|8#&ULA=-@3q77jCcaxyvDN`Fh?ulmBY<$X}?a7!7GIkk|!FL^V<;I?gM
zW)rweRbL$W^Lr|Q7{9cWO$C^IK(~KwL)|&<WVaB{5|K#pqd2DD-k@(-hRyQ}Zdy3(
zcc1g3OC5dVeC@X@@@NG$<qi6s{F5H#FNEjeW3^Yo^Us^}i4F|0*npw`gT1$migQ`l
zMUxO91b2r3!QEW~1PK--1b26bMuR&9cXxM(#+}Ap8i(Lc<J_KWuDSNU<Loo;xIfOn
z(}M=OYkc*+RbRdSyj7=3mDjZ`-=Cdqe{XoGu8y`h@A25J9S;C_C1|7HBY^C-wKw{N
zwjIt^l<YSu)<t_U1`EcAe*D?eRZgepn!e0_{D^WaqvY2W)V~VERs~+8Oqs>I^3m6v
z(G=~(RF*jo#0|l+cz(K><!^VJ&^^cXnS%UmOb_dHPcDplQxl5x3wT8ic}egqbpV7t
z8?Zyes6&F`oyne?vyx8_6$^LfS8yaxD_xTluPe;=_oE6I=RsN1GwX%Iu9)=Ste&2z
zSMD2@TeM0Hv^f&@;;ifba(C{0$JskIvOY|=wkEHp;INtQD+5c8(m$E_jVH8tp5!p)
zdYn-&)P#)#+v@uiNjWnG*cfqYZRv_`*4Q-zT^E#Nv*h-!WiN5&CzseAZW-`Jf_&F@
z3pNXod0b|v(Dd{^dQB1U?yN9k*?#PPkr+who=*7i-9wCPcV%Lg%|-CH<n1?7gijaV
z)X=VLi!_ITIROuA+jq4Nvy#um!w#eM`^uLAujRD}XQle~I#h`VOFKzim^`fCH=G2O
z<zpx?!x@uu&+0LVPRF@^bRePUI$ENgMK2epPe~sg^?pv)?-Eg0{oe99{1k>(;^XZ@
zNefw0DY0TJ2{ZZ1$~Qcz_I07}E-8-T>Nh=7=AS>bf0uu;LQG5nFnD)K8hw8WuJT6%
zWeSwK+?-qy-n^H0QUVMAC@)GeSTV5RN>t`p@#{~NxuEbL5w!LYRBi-~h7V<!cN<I;
z8Tn_ih}hzC0+z~`z4r1lM%jmbJ_F>W-fO7eL~5};Ms*zae+oq(3B~mFZC5)6FzC$4
z7guF_t`AdH)d&4JUER4?Y!16!cpko;O>zNM>MtAF;x=#_)!l*XRuX+|*>?k5pdkc@
z&YG}W2t10@Vk3@sPQY<s<ohVsY6}+<&ML^<Lii7?eaeYZEm!Q5v)cu$!`6rnuoOU_
zDWy@i_6kS2j$$mtOUyQ8oHKm5&eR|!MP}-<dtV~U{|0LUm@zLEVq(kHPv}p33$t0V
zYs5ctAdop$_6inY!{wr$NW!}Ly{I9&$6Z>it1Vjz^6OU=pKD~_6*ABywG_OD$aIt}
z3yI*ZQ$YLHj5P-<M!&9-T1e8QomaAZS^VXDQ$!hsPc@Wu${EF-RrI@F%L3GF)MQ)u
zlVl(1JUhCes||7DdYhB}YC;yEpqTVBx3p7HPWnQ?QY_#}&z{2JJe|@h9XE86RV%Q3
zh5u<@z9lccaeEjlzPG7sn!>as*M}CIyd?W1E2yK#4u;#gNQu5S>*qh+z!ifg3U^|R
zGSmu9WB0A|kKXq+Cd7G35^iRi*ra5PmI5tjhperWkF;#@UV|_$O(AoemlCaTC`L{T
zxUYv+mo}PT@3}AIWQslWEWUTLF5hAmUcomh*L74qNBypvWbaqADHXoT19iJ!2B*-n
z>$RWI$q92VR(tVwwMAkreKR{di*s))PDzuQJ7vGoXs=D*dfK@}zu(`p7BF_VA?9vG
z^?_#n@W8gD%|Scf+p<2y9`>v$rxI}9ro3tjz>54cu+@$b)txAIlklbjn4;i>aBwO(
z@-ma^2QSKkWI;Q%v~y+tA6?NE3!3rKzUiMoLGTaj(sPp0o~MzE;BjY?g)(;YJ2OwA
zAc!QR3f3Yk5=>iJe9%13$R11edi-u8Iq7hL^mw{yzh$YKK%3d!!IR-Z?^h=7Jv;Z;
z{#C7p>8D{~AFI@kLi1a1D+w|0D{4#C)FT~1zGEuWM&uM9-MVSdy(~$$*Avj5;Eyzr
z&jF_#`wQt_C){iA6OVHkIqv%4s|B!qFL-aga~*O9{(TP-zN>60JjK6Ckpx<LL+(%O
zgurVK(f4bqom@V(2f=$Ish!-f4X)>HullEIui95B&(ut+r(Y$QXN_7bZ0Zh%mYC19
z^x2`VIIG+Y2W0Jx<3uKPOw4{JB6xW$jF)TXQE8R~RNQjK6nvnzY~&&drN|}x0A!z>
zP}LuNymvlhGt*eyA94HaF|p<nM^v?RJz9+adS1O$J7%+dcFeL}Xr9^)H<R(hO!YA;
z<>HRjapF0!(CbSa;BHlXy^>vfM!-bV={$UJtnfbQ!26-vJoA`qVVqrduokE8(ZAU|
zlSA&R;oD4%viT{mdFtAcw&^XPc14SSLSOZ6s}O(Pw9<J=4zm3?_Gh>maA%5L=$N=*
z^|-N$)CY<(4mxP}S!aRu7_(A0V%LTaGCG3;<mQ@j(8xD-=)(qoY24Y+y^0%^c0u7W
z*1)|2H_h9)WVyWmBboTDU+&7^%Vh0c+krdJ(!P`MF`M;hEP$j%C+NZ@LtX8=DG8r>
z>eMaU48U|yL_3)plAOTHRoBD)XULD(q+ryfb)NLw{DL6LjQ7I0K1NiUwT!jN=JxPJ
z3h60p**=u!UXL+D=tR44r+|rq)u(u6fvu%-MK`j7XC5Pl%g9OUkj9iklw6b13a+~I
zVIYouZ7)OJtu?L%+ggx54!CJX;7NZq;$=po&Q2po9aq+dyY<$6%u3UOJA;0Ctd}&^
zL||55b-XSOoD`L^H|%B7Fk_?I?y@&S?7IALxc__UyB_;mv}@W_Tp{4N!D7bPISu&?
zSy|p>_PBXQpU=jc1>&WbYT}lq&b@BKceZXiAUCrLNCI(aB@A<&Z<5uShpri=j+T4h
zRO3fWf=&n53a!B!j_bpYwcZX{E%PZ>SHZc%?LWs@WqZ|48e#KHo_fVhMlssVJ1vXw
zxs{tZ>pUtBQWZ^Hu1_dVtGI~k+D&Fw>}Lc3W5;TnEY{%~V}=KZY|HwIActh*lVDIY
zJ~yiH8Rv<*vB_ZYu+zi|Axed7O5?rru*1DxwE77fT*AtR;hLf9_#uDMnA77y+05f@
z@>FF*p=HpD)rZ2WV7Imf4x}RWDes|(fxNw(qSZocdFR?y<%S#9`Q8n0+8-;?of`Vf
z`zp!AlH>K^z8p#ka;_QbJiW%MP+aLY_4Zy)5}mAR;-D1*GUI&jgokWf-Ix`C-y-$G
zaBuuktMFvcXdT@ak~&Z?>Ud%q4001tuVidmmK~hNspBW$-ad0qPT(dev^SMpZj}Wf
z<7tuji+d#$vX5GGMILyPXfg4F!tmwmTFcJXU%os_FS!!2YbK^UrdP5L^0s5$A9cbp
z6thE!LZJ(mAM~vVbS>b+&~jjjUAU(1wf7{yG#{k1k0Q9sb;7Nh#{al1J<1k*fCu6g
z9?EPxffCoS2Q<4>yItL9v%VsXUD%92IY?fr?=or45_B1VEgD*gp_*A+4^Art{2A_H
z_ZnpxSgTaJQ8qo(-vJ6N>fvZ~n5+apTU%tQ3l8e50!>h61FteO_G;n^&Ak_`=Rr*=
z<H4;HRkFctN%#(O_!>SE>j0v^q=9|YX#Lu%9toQqd+U;;NoQe7ds3}CD9Y_n$mIN4
zas+6f?zL!kX0DX5{ac6*Bse^@|1Io_d)2_*q<PH3XO=@j0_1fRx3GO0R}yWz<H$VM
z(W|#_-$7ut=&|pZ&(Oqi|3`R2hwv0!*?WzWezg4uDtReNif$EBJ}Sq)Htdb<E7;ag
zU)hq$XFgzSmUa%VBRv>zCV{X8nk!5<)~A{p&+`sHCi*;j2;7ZXUL!&3Mm+e<Ex^N7
z4-$tN0<}rFM`a~<w+?ir+||3UFMI7U{p8#Bmup^64u?PQ-R0L2m4QQymRULW*4T*q
zI{Z6Vx-HuX-nAF-o{%(NS>nsn{g#6PW{gGL4FOe6>=q*iWioU`%)?Oqo%recSK`z}
zHL|@t=eC3}=Y-~Ry|J=vcZ55a2piD%L1?Jkw%$P2@q2C8*Ia6GybtZG-|W6{I)@+Q
z1rbAF=<SKmk)iQQPn#NbMsbDDa4*`;<?j|EfK!S7&54N{iz}gL@6rBr;X=Oit$(U<
zWls}kFg|$>RAWaXk}0E2>%d*N%j1zW>b<&7JJvcI$b1_#8t!2e@m=B7_5^3u^@nn@
zvEG=2vPX3AknqEY>mV~90CS}W*G7h6SA=NknG5F9E@7?eZpaN=L}e0xHMj-C6izLv
zyzg0+kk~ZAG+wm|HoV`@xHa%tlMsQ~B4^usA1?|Y!(+ufI;qwrgRt$b>Q74N^_rRc
zTH7HS|H=~~^6>Fl$4zZxEWGD~bV*`78&#p5ZdOp2#zxL3dU2Y*KP#4fk}Edw*r*9x
z$#4=;Nev)EJJW(S)}Xgjb|H31$B2jLq^qJ|$5}`P!C#J0=&^6+u*ToiepG){qYbS{
zyP%FWU+Pp(wSt*Rk6%0N*`v$5RD}=H?{^MQOQ#U*jV>IKY6KK<rnoBj!VWT)(RP5t
zSV5ttikDj9Y!8iadd+l8_wMuwS4czE+bs=fQ9&Wsg_SaeElbrNq>Q6Pcz8TEHyhsq
zK1A9H@vGKf>`gq37zYuaai0W;<|XH4ItaUb%Ub^BsEHkjomL|-DSmU4R{~$%JW{N)
z*Jq(-&*ZQzK$5%PN3;A;e6(pry8_hL``i-%MvP0|%fBq(23*;5A5i(YT3b`p7bgZ$
zqC_CU>}L=byPTL_-8znPO6`X~+OIXmgaK4pj@{-Lwg6R;jlfWzL;y7G%fo{7sS$Vm
zh*w2G&3Dv7Z|p*;W+>D+-kEorQ%_BDr9|VT_kIV5u4=!%O1PJx=4>(C))oc(2#&PK
zaDyi}fy)PH6;j?WINFuG+kG{Nc8LFyFSTBU0vv}uSS85b$kY(1i+z^t-<DIsRg;dm
zNS}BxL=9AZLx0MN-TY3-Q*v-R6HX?kN?qq0qWhn_;7@2hP4rUT7^oB#o`PVPgxV~=
zQM`vsGKL-IbG?Z-g)POv6)~eETRq;4i==}g2pfg{(~<?<9_48FqaAFeztEGQITwK#
zDZ9fu4^YU80m4C%K#{&CSs>)9R6ne;ZyN;b|2`%YZBvIn5Y^>8stV3jqV!V6`82Y&
zBV+L9kbye)b2a6o-KYAJ4>GR=_l}l-4&{_>%rB?bd@>pT@K2mp;=Ks8p?NhAedRdh
zR8n|(NILeSAHX%`4?@5~zUSzCsYswa@)ot+7WBLk_8DO(?)=s<Ecv#P!-m>@Mo?hw
z0V8t#1*7v}h06QoXln1f(bm)6&(5vwB@`e}!D~W^7Qfd{qOkMB<i??1)`Y#@3E*rj
z-Y14W#BxnuV-GUvCP}j77_N4s^()}5xTv`N`{K3|<~OD_-=DNX)EKx*ITIxwE=h$j
z$l4o_G<8!Gmww!N7>Wzw$=T$I8`@jVNYqrW-W0eId-J&tet24y+)`x@g!@dcpDPGr
z$OQXn-Os{qiAQG<UP^g6HKIOqFfo%0Ge@@*;>-|5L_ZyrGn7x^O@Uc9DHJ^+dnoZG
z74`mR9DF-u8Wi)RE%JAZ?VKS#&kIAD8FII)4$ERf%T35H)0TO;?D7I6)Gzw!>%gYy
zD0k*4R;CHu$N=dvmkqq@uM;tGurWDrV;3**)az=4tl=@0;k_Q(PNy0dP{{*^dxU80
zEIM2KMqm#}%yzRc3x3iZSr;4+SUK3z<(=N(4cO_r_oDak*dgig*)_rphO%rrc3xi-
z#*Po2n6ps8B=gA*nIc&u|1yW$tl-32kCy}^19qw|(9h)d$bV?Z>WfsT{5bW5?lC&#
zSVed@&28l!NdpX)p=l*+$+}GH&C{%7T=O<bP;B}9<s624&h_S5gk{g2<xkcfPhukq
z?cpX-$uh7eJ1S~W`#l!}m8%O$zvVK*ZK1F<Ma+l!rKm4AhJ!JNXhIJ1@*a5s!YtMM
zNESyy{^=>`L6H~4sF>aI^B+*HzWq$fJJoR)<M1g8I)#<12QMWxUA4bNeDhhi7m$4q
zA5|leY*Btc`bHkbM?Siw;wC6m0{K|o|J`?961tyQ2E<3a!iz}!F1dX|cw!y|*1+m*
zbq$e;DEW7SLZ0x5=U_euAO8PhDvk(z)$*zH-=wm?u9#<Pk~h0D(J9mSF!;biCU)yQ
zU?Hnn2!~kIi7am>{ccNKsazqSk7@k$g9W8Je<_WFQJjw^Bhaq)y@UWTejiM;vI5Ym
z8uwm;CiKkKxuPC#(YfWuevVel5r1td7?xz<8o4?)xZWhk{T?QAD0ytHHGavTRQI$p
zdJi7R!hAk-Z8>XXjv`+w@$C0P)UA~_KHLXJKqj>Mz#sFG$TI}$qqz&Q?8EtkEsK6R
zXC@`Mz98f+r45Ncf^74&EE}S>B>fd1(y@=ue0puYg%uIPWPh8(!6_P;u4xU1^mirO
zz+eQd%WSmTB6@&@1~%6$hnE${OHD;tC=kmw3&|F7e}xZ*4$65y#=2hX{tnj9hzZ=T
z%n;x9pMJI@wcL+1*v|9zgeS&&x-cWL+3aeYm0q|tS$3g3XON2uV=-B*29*^a^>z<p
zo9=5Hy0LjyWu@{ThORD)F64+2xqDD2TtU<EpUKe;xab>^2pdzl+S7VXPxxPSU{337
zN|k3vc@6lNFK{{RY0jx^Nu*vnX4IvfEFS}eW7ZOl2SWnJACyQAL%Sl%$@0RFUFd7J
zd)HYMq=?fk>rb3ba9j)mqO$<BQ<&LDYhMg4f)V+y2R?XjWN$5HI0Z-5RIz4tbx_U{
z<L%Y`D|3me19L7F@>_pU$oeUmhbqs;QhF12q{T}ThfqhbFQ*CB{*SqWgO`EQ0wp{l
ztvYen+@JkP=r|sVkeelsKN&cIJ@`Q?wYy2f&sHrnLai^K*Sx{D1>SAg5G`Tnw1;_j
z{%ChR8BNk~6>H%s%z<RxQJhz@C|LgDKi0dq9xF4Iv`GmGUl{~=7O|*i<GO5wsf+Mk
zj@dB-qEWuFqUY}WGt`<O#hoMZs|SQ45gzeIw+hJkbqzQiQWVq+?DAe^ry)8$<Ih9e
z#m5gZr)}Bo?+KMPN2?9fQa%yks|444(tZ^CJm5B-MTtSaYT3)@h;(9JfB)_{yd5im
z&&;bdt}9YUfMWa&o=@AiB?aWfQs#*_QfQ>RVs{3Ty?s_LR=phnpfMkg*JJI96iKg?
zWp7knG`^Lm*W#Zua|u4Kqp=*@0s&X0hQG85gZPlDgxJ0i3MsGnQ7+3-JLerH?FjQ+
z%OK4eG1Vck`+$6%K<^A3W65a@Wrkp{!UU<$u~0>l3{@nszsY~QGhUVHZWSa!-<@8e
z^Q2X#Al=oz{Xul~REq|OlQW+z2aPMq&c_esT;=`}Z}zYl`wFB=wLX$&1z1+5G+$Hc
z!g!8JM@l7(f{;+bX&z=?`6-oB<oB=!nvBR*`x_nou;LdLjNh0ZvflJs44R1Ka<^D7
z`F#SRHeiIj4P|+W<m5ncbTq+(yV#ET5<V5p;8TKobn85OBJbTDMr>7d>wAlZs`Sns
zGXS+-S=n8<8@53OC*t&+Sf-uFb#5yCT*<{ySI3sA|7z33g4>zWmOR>Z>PdtVsL04T
zNgabELH)`ttLH%v)Duv*dDC~%IVtt?^B3~1qEmcQ^(J>aW1b5p=NcbF#*8znU+;5>
zZ)OEtPhrxOW=GX~oZ62E8;ajcCK7wRu6r_{su5N^4%*35upoU1?)~iEova&{<Z{Rj
z3mu4m#jFj=wz?wQj&x_GEns+gP1bT9hDDU$^Zf&ggXrOgR-Sd0I!XJLf4xv9gJ#r2
z38S{`^9zp=kKNwqKg*jG=~8Gyld>yEUU@?p+8kh)Ju>vh6xE0bcIamC>B)+s{kdqM
zBTa<NPxrqgkx%eOzbU`Rr`AYqG^x>(4nUB6Ao<RAZYkrp_^8ccdqPg408A=n;w7P+
ze?=?U{^H5(M72&xlho}cmTvayjltUUxU%#Ve$H}25IbXwDNbHvq(KY8%)JM@=Z>Z=
z-cM^-P5hj4`(&?k!;;u2gj2HYZMH%ec3LdM<Y=%sTuU&?ze+PuH(F??j<4Q!ShAAl
zIrP(Pg^vIRwp`2o6jdIj-4zFIQANg7f&Bhc;!Wfou`$f^wtD#$Z3=15O{l70&HGRY
zzxf*aF(JKRVk?pQ){O>Trr*ds-$!_O!~wf!UfcQm_%YO}Tc`EjA_MI^o#=cLOd;QU
zLQPG_E$uC%S4ZSwm)H+e_aX?p%<rZ1`S&N#-SgOawfUftWG{MOLP0l^$O6GgE?p5-
z1Y>T<<dfE?-TId+^PjYjCEZFlyXq)J62CfD#6DxN`e|}+^Yih<@T{#olC)!9C_~0{
z9H6H2Nb((<;87}D#AKAIIdY$rBUUlA4(#tU0@9(kHlp_hkgW3Rf$R;CAN~j=drm+M
z2D|)$66=EzfAQ;Io@CPY@AiBsxBg`Vo^_jy>?J{`6%HRxT^%O^yt6nF6V2S;lC%fb
z?-F0*{@)=j7`6Z6-6I@k^)`Z%6=JHG4>LDf^pC;(6HF$gOb%}&+$~<KCGfHM@WU^r
ziiG7#hbI=i_cZRb<JVEYvCm(jbiSOoJJ7H(EogZ#QVXYcVas8XI>uVw*LxepjYegJ
zfrN{um!<Co2;&%97{GV~buIp_gpXh!7eufW@mCkb#1_iC%5|xkHI%OZ0RchqFgFe?
zj;Ix<2#j*zn^~p6hjn%m&=kpT4LLqY*-2>l@}*l{IRfspXZ#WstGPRuZkZWntr?;R
zS5lO>_#y){_#NUnB_)imQ?<L<;p#6#2p!O>?l-^?`_bA)iz4DTf(^sBO2)a@{o)>5
zx25y=;K>K_W5@8~W&J!oUl;=~u_m@-tTBYT(>*II$I**jtL&3*(KqQ3YyHt!7H7oT
znnefoC)wmDVf)N0M6XhJ{GDePt~1vy9Xt69qn+*hECfE?>x_LYIv7X>eT}WQ?5#B@
zps>aKk5yMqTZDinRSVd~3e{<nZI#cIdw%+%I%EE8%g)|zodxb<(M{wsu_1B9xY<fs
zM%aGScNcQ?#uQjiaho;K(U1IkMaMPBJnJ;n3yE@5sP7i{ZX-EU_i}PNFm%+?J(VtU
zRjn*FiW%_=)2p|<T&U*;OmO(whMg*VUK8N>Bx=CB;@_6$_uOc;(Q*e;B<FPOz;hzb
zs?<#r4Ke!_)H_ab!h&BIz8tou>&nf9y{|w#F=`tzJ9FN25v{i+*jw`Q&!~NXyL<&;
z1L_=Uz4H+Vxz~&+d&G)ZOn0`m5BfUUlAfsFL0R8DC+vZQ85tGFV5}rxpOeG8Ge%@f
z;835z+KWM{-fLe_)9iutZK>99k<icQ@U%o~`XIQOaYn)g4Zh4Qg^fpDikU>Yi^BKV
zC)T}{_kWt(0vSgQW<e8FGcTML;4FpFiTTU}(g}m2>jRu`hBsJC*3iPFm}KKKO@1dN
zXWrcRK+{x&zSfe*Amq{O9fI+crUndoXCZit;j9c#14v)B@`Dv(CZudAEkg#}<1RX1
z4&0WV^p>RRPa7xZ<$gFa)G)NN9DmfwG4|HwPtle&w525W$^%HcdP&!+Q`E1=$n1?(
zDP9573ir$GyONh@%&uTn1!VRO*~ev%Pz9A`3n8mhzxSv9iZuBb9F7(Nmd^8o#ZY(k
z(^3XYwKtMEo39xb-Ji=-lR}MccwdgVC*3=b-o+oZEX3y!!Kxp>dJ8qC0A|~NNX_h7
zq`%?*IpajlfxBD-V$9*(l&U-%#(PLs8JPQ5uwNT$*@9Zw9nxg&U%*<DEAITjX)T7C
zy8C5J`)}N~U55Ego#+!C@emYK?BjqnZl1Fvy@_7=Ct(^Yk5<^UvWR(ceCw0B;l|&!
ztJ6Dq*@=xeD4z6=HA~@YkWA~lM@Z-~#aAX@X=vD6Oh@nrh52Pp*;8w3#I=)e)r9r-
z#hFt$OTE8!SJ(H|mO0I*JrEUGlS$ovK0_)r2A){&PHlU^g73_|8dSI#J@OIR*7Za{
z0S<Lc^t$@A`!SOeT)&3C@ww{7y)WK@U%dh`UtV~u01gM=0xx@S81P3^#mO;0HSSBQ
zxUTojKqg2pVY;f8O96+F-KQO<g-PV~2SVV2i7`m`l~*^_VQ)9i_8A%S)R90s|H{j&
z9Axtsgv6oXYCTN`V2e1I>8#r-dt5=@wES(5`AFi!8-;up5MpP9Prp82qPF1MH_*&Z
zX~a*SYn9EfE2aj6beB3bdh2D_i@se!p5J<qiGcCe<_zvIvwOHR%CDM@t9;idGKz&i
zDH67^_srP)ulO$DZoj8EmatQ>*$?oN&y8d;JUasKY%n2}Pb8>K!OdJpGp687gIyVQ
zR_}*Dkm9>CQ#Z@KEXRo^U_9TjrFQvKnP&4XuJD$}dS&**z3xRp!jF%+Bb55jmr271
zfM8cDvxcKd{?4ss<~A&GC@wFiO#Iy|On<!ag79-)%H9dWD&i%xb!OwE{i?bPx?iz~
z0(C}=5*?1V;Fnn$GW3I7`?#zgW6EKC%8s{uE?*8ZJ|>20DY|RWUd(PBX_5>;ROsIp
z5kgpGm_xLNgGgiOE<<s*p<Dfr0jnza;nxKw(zg5f+naBT#<c1(HS71PppXqMN{q8c
z<+j48+h;P2nRK^P>)eBvo+}ON+xCo*m}HX<sZpcPA^k|@Kh=qDa-$yjzstPzfYcH>
zYj(}gx;Qq(8GQ9S{O0?nLuSK8cimbLx7Xc-k1`?X5hAMH-z>5!@|?!8otVNS{GbRN
ziqPZT5>xPIA?J^$;r)TMA!+X$2;tqqY{FCZ=U{t*GP!>sB}_2;kZRhPGWB^+pvOKg
zVE;xpQaEym@R%Qf2=SEp@(;cwhCW3i|KCtv=xFkD&`bV}+JXKtr}<6ypHHztPy+t*
z`X8Dch65WHs(FNyj+a_?*5{>ulHa>;#CWpF@JnkgA0s>GW?*Ov-M|NXuz%TT`GK|m
zTLwJhVnB=e@!u$u-p&pW?4`dVHiBnF;r~Lz3<3T^VC}?}FDN7!V#HC&8BD7{krkde
z>npMg7g#HOe6+4R%B0EJ0z|e&d;A%Tr{JE<4u132iOAmM?0V)v*R&G%V#0-Jm)d=4
z=6RV6(!XIfDQNgfd@xY%C|N3YyTM}&|Kw7i7DZjw?4=*_^QFYM$Gq2b6$+i*V?f$}
zfAZ2{<A*hEXG$gylg$3*K!;A!FTkXEsktju`=|Q9I*cg``fC<H7~w&S@<FuuTL)aF
zMb;*3;bd=~%Ib!-)yB8lW!XAT`Y^mLI)2o5CUrqFv@YkJkUz&Q)`T6m155r;`_)%6
zQMncdjxF8C+a40|fxKL?0Zp8k5zgOFhm7ZL@w$;I6!uZiDvLe~r;R}k0><*3I@1ke
z&u9j!37c*<!L%p-!wbnE>1=NC{nY-QCH9)Ju>vyyyDz2}VEuo|RKL(d5Z*Dz#|f|a
z8Jm!Vlb)mFo3wgaY4R?))}x=A?<Fp^lrLurghA8Q_v4HVMHe^dR8No~vrg`oS6NBc
zvc{lsy5N{7;hKi`qsZa3uKTg(x`9==|72X7CiY-TaPiUpo}Sr%L73`{dF&@9$j%>L
zd_U>%7!>4Qu?%{v@|l&k`g)`U_X)e)R&1tpb@oO(OXCOPvwB+MDEq9+40_l{-P45%
zYs;UUI`-rtrt(}{P|924Yeo?j8cT<To}Y0k0at_bUgV;@&Qaua*A(VlQxV>V5+A9}
z*%Y0M#JjnnVt0Vzg^vj_B9Mg?drF%=n)BXiZgt~)d?^SjHT8oz8$`WBSX&i$<&lMS
zz@4CSQbk+)FdCx<*a`b2|A`SS&mg4ako`2*>Vya-ILOO}Qdrm_Igt|X{r?0mH~n+l
zEw`)k-1DW^muB#t9M*MENc7g-+YkLi06Ww{QAW3@CZ&eu=(2m3i$D5}3?J(%bA5l!
zYy1r~#^;9Os>F>xl+C@P-V%R&Il0R!aI0!ENN4}C*4%={EW`(a31#AQ)w}?o`Xxut
zpQzH!|JbVaW3BQ#q}*7Uaz3q;U_5uA?}nY5Wvn&Cb6G_#?{n@-A_7?8;f1o~KzcqG
z@|JiW$bmgqK`k;BeE$k*m(r%c9kbhhF3k9D_6aMr|A)j48?|b0m}3m#{so#Kb+%<&
z^iVGQBU5`>gr8#N_Hsi*<YcY}K_U+e8&bNfP4;p_7HCCm-;*uCR+782jT@R!&{NA$
zSv?rwO5KKMxDtqGw9~^A`Cr1fMTrD|uaSR`8yW-sIKu$*r5)WEYpVm+bEPe$103pO
zf?&+_34`2$Tx3lShaquC_rj6Ppk}dJ`Bsv`^RuX%C4M9DnxU@j95N8%`DVb6kB`I^
zeX%-ubqRn~Wlp`w&oOO|r|5~A^xa8}1i-zc_~O9x)f?%L2e*rW#C&-<neWn6h&Z{L
zDL<UG<-bCG7($Q!9r`_k);tc!y@hdycfrYu-;T->j82MkhhpSjtQ+onBIsZL7KpL=
zP>5<sdIfigt?PT!FWtrOYy(Hz@m?3@ueeBW3v|-o{J&x4z#U>&mI*!z#6fNT&;j^@
z`%R(waer|IJVS3rO=v&|=QumJDPiTzTG&)>9xnp|mS<0}y5A*3>F^3+bX}HAAZ=Uw
zc6@i|*QKtm-q+&~)2J^hh;V%C_^$A;C=7;pG-_v}dFeJOIS#oIeO`_uX>c@AuCrpY
zGnn9MJJR59>G}a53L1U&F1h+dPOAmo4Ks-k@e%>!=pfh73p<kf8^Acw(1{R4pJ${Y
z<h=5+gnvU8$ki*h<mWsqIQwn04!b#m<;9c$;mMwH?n=4bKUMTaiCOiG?=X?4SbO7>
zeRW1qQqI<e62^+EV!fA8mDBuYratwkg$RSU{73uT8X7fU@d&%F!9CpoX;02)p!WJ@
z?5=g;jW&0}0%3s5-G|Sge6a4Bpy>F-qRiF~ro+9J57wHJhS|RkO^LfU6iZOrWwbbe
zld=o34Oj&FPi?KCTk;-HVguDAR)xn=pRlVM6}|Gls3yYZHQ9QegnoMIK)AGZW(B7H
zz2feTM!x@+fNB?}Z)K(!75H$C>hd3P5-vt8=b9x6jYsXav{MzfnV7-6&&<oTUN6|W
z5U|4VDqYXwaA!kmq-&(GlPT8h)P)uDkGZc#!5DZ^?^K2611MmcO%dfb=}NUy0_1<?
z=}|IHsHS7m)GMp5cY)6;$!%TUNq(U<UU!PaM!*c39mQK!lR4`Bp~5gyFcllP9eq`;
zP#3|pUD@CyKw5MN^$4z{-j&UW8G8_7^NI-{HWvj3P123*H}=T#S5_^<`Q?{H`3#B7
zq#c=Q>VB0oXKFyN24zf)fCw+}x{fMTDx$t?RtHYw=kdS)Tlf9ToK51x{EsRpPhzi#
z`TwEk|GDsgFaiE=)4%1x|Cg=wpNYyx%BKQD6g%6K1w5eWzLXuDMCCR?@hyYhf1twR
z;yY}=S-1EFE8;;_<aUOP$ikLA=8+gr01D26{_FZP!%>XKViz>e+>ob=tAoSJUd~If
z_zuQB#OD<vlL7npQ;#VdabD1NEvfs2+w~y_gqLx&uvxb-eN)!}^Y;6GyJrN%ffiuE
zZkbfx54gCbbx_x+F@S|$KpZXf@TXvWq`AZq_wSz2rETv@o<o^D+j4i9=><)(N_-zH
zkyT!#aYBLj&o$2=6~-|NsCzX!rWMvXBfIf_@~Ft-_VXplA-R2Z=2HpINYjlq*2PS7
zZOCehe`6@}@^iPUYK!A=x(&3%zJC_F|Dl;XdgK|3r{BgXC&T!Jyf;-<aw+aR(?p_0
zXr0ux=g30*Z`-Ed9S=YFl1vR~tv>TqC*hsA8W~*FV+frY#4F@t)2p60`8+lWKo7tB
z>GWSn>uExv-|hn9G$!4=gRDD@dD(tJMRa!fpNn4C8>2RU9xVdSS%P)6!=EDwzLDI<
z4cX0Lh0Sz;16geuAB7_7j7#2zzPSOfm<w(e4EuzLRn2dDS`vq!oqUEvyHeb)=rL89
z+&VLvc)g5WoR|N3mLd?K%arHVfcmJdx#(J*_Vd(r@<xP}k~v`9lLo!()kdfxW9=AV
zMwVHiW92K)_vl~4Dh%w{&^gq13dagbpCT1MDbj;#mcNbRIqSbB{yhQ`%e0lXv-18*
zaPMwk>f0Ta>W7KLgS-7V`l~!_ND)YgZxVs^7;OaRNB}cH1;GTz8+hdC`vV5+Ufip#
zrMYh&eV~Dbg)PuKyXot^Pr$&(ID~6BGw@EY`vOVoDU+;;{a3^a!8I%!i$cq<FoAC*
z$PyGP`aQgKbxh;8KpGLY9={t<`J|6e`qufgf;6!u5^C^?#J!-03?3XDY}O2tY(w8L
z-$nibxbM($cz&8=VUe;kseJlSj#4Ynq2#EE|004~qq8B7r4@?Kjr`)sJ+)0Xa!hR6
zk@*KiP2@Y-Mz-ZBxHG}SpCsWUui%8~HX-`b`c${oUTKSC;6o>}!80sE=im62Wi_6u
zW~Q|xZsU0lsx_n;%(~d!gvrg*3B{jpn>q#0GyVSKxBRTygehSs;wiTmJq!L-R|KJc
zcQX476JJi>k6pfhyP`4d?tu8{ts3G*-~`3yUJ#bJT8x$DZ$ps}!sT?mU0jHw_-_)i
zG&N)2&gwg4zWGB8J#@6kxPV9JPd57oc{{Fvf_ru0c<InDXvyhISIK|7bJ6C46z9ha
zhU%$?ii{0)-{JQ!`xfS_*gbE0Z0`;l-HY4l@x=q*hl(HSmq#6CsDTmD*ob)cu3wjG
zOqXg*er-PpFyt_`Mx!nl<6=DDC-3#~a?3-G)=UcsJ@dlN5)n;R!!p`NXdL0pHCIBI
zHwW6J^i}XP{wjTivM^1wz~zT*PUU~suZmZ4^};LFY<aoCoPH;!93{LsLB$YQ{JM{6
ztYRG)3;%O#?9B=h_3gG$D);?|_pRsF8eiwa$uL6MeHH#wwTh>fq*6OQ1&x1jI+1)p
z_ZAk}U+&)l5Fosp|4L7rv03!Oe{+ZO9svlJpF`zhKgTOU!cBkxLOQ<pm*Td4AVx-C
z)aWfO@}OyNdIvc-w0dlG{!8PUHD&eXP6IhLzD~EDwjTY8@h^UcgI9KRa9|Q0|Hr-E
zF@RQG7V=J~g}SbkcoqAOcYNvTz#(EnHHO$`Kd4HsKjgEva{W-eQGxGHM&9>JPysKB
zT}3evJRvtDf7;3$Xbao(|6Y5~qM1lw2ZdV0+|-{QQbF@fyq)o>)JHTOLMawodh|aM
zZlFUm9CKEFFonyQ_*#r~oac@r0u@XRvsPAvuR2&OtD@}?j_<BX&>g6Ke2}5ewKD7Z
z{THxpzL^e1<xkX^`cG>!_2T1y4i500?VK30{#{Op9y6*tB63JMGpcTxO$CMDcCg7S
z7yD0NdGe@0V=oR1cvifN@krPI%{6E3nSGI=*(};C^i&nxr(VRQx^t&5<8snl)d<@6
z^ee7G^X;fm5uBEuzx)WR_|KCTH=1P{MK9T0yIFk|Cwze+%bg*@Vk#-z9R8@aUsGsq
zWr@(TzN9cdja)CN>8t$T3QzD0M%n(G|L?%t@>F>Hx8?YkJkm1x%c=Y4B`x;fuKc@X
z<^On7%xhN1V{~}!81Cz<XjcZpQU;kb{_Gn5jJ%!;fyUB%YnZ50u2~^f8u}d7{zk6J
z3F-PZxeEDj!u{jYe~R?hu~sd*y;LSEN#MC*HJ=BZ=Hr1HDEr&d`ctV(@g@$xjvfb*
zE-mpy(1*Q*Nuv+Y*&$w_N8l;+#{;ah;EYHXfF}B33SK(@<G=p<`<FQB=NP)b8vgmt
z>$iC6fBPtU{RN}szgqvd9lVoYqR~nH^0Y%!ufeE@xh4Jl<L&%_44$$K<0w@y8b-?3
zucP<4hT0fnQc^=LNiJjJvC~P4?Spfj?+C(%S-!H`>%%^4ZNKBCX*5GXn2K$jn!4IH
z{F-ke)@r33!WEW$q@;eGjxAZ#S}U9s!1X!cZtg}5qvhX}YK`|WIlmG8U|+-YVjmkx
znl!Uvy~Ds5fHqxqgB2DNaM62yb~Wk)(rdRl{u*_S;i#_8#UJ@D4c^P@BW=^cxo2bW
z@<L)vV_W7WDwiI<SBZbSUC_ZnK3?~d+C(M<QSI6r_6PH6wx=)cT^J)2DoM?hgvp)V
zw&=^H^1X2s=9jY!Y!oan-aAHay2N<RE!F_vmF;Zrq=c<t%bNKlCFNKWH{yS0cwY`W
zqamZyXSc7oX<$IOsx4u*2y*o=G@h>?phv{)RAi+#_dM<Oe{fVQ_F_wdQaQ6$aO`GC
zQpoZKcb+mdzmnNx>55nF5|qR@hM3>&smq#%dpDh3=>==_<cW_hgQLje2oH$!E9avP
zCXTWaAV5wf3z-ErL})~lh}9DgR(>2Ia2R5TQ)5}~Ijn8?+^9Pooe;yx9ycv#NdutC
zz*Y|ar1o!W@2JVe9s|*mGTIg9FW2E+avp(E^Np$>5PZ>LJOcwJw}`uY3neP;I=;$i
zFBgEz!}AIf!zymFr9bb7-hQV06%|hjFp}rabDf=G?OF}A-e#NLqQ<~3p|o(oP*-p!
zmPZj0!@h@5p_@+T&JCiyUKz(P31}zrs`iguyBUx-h^NF3xdVTFEkqODx~hT2A30n8
zA%1$yv+j<$HLRxSyEgN9>HDW}SFxD`9fVKcUp4;#7EqRuF#50@@U{Hu2L@}5#<Y%O
z*NZ1K*LYnQZnu%M1*Q@0F@!$S!K7BM!W?7-GMhlqYZUxSp>clyAR3gmy;c<m?)e$l
z<eT^o?O@aTzy<}AY}=B8trKsQQBvV(KpoPglET`c7(0URzgOTBdkmCswrXp4`?Bsv
zUj)(Kp+9`!SU$_16=};8&HK3Nk`bJSBx!Dr2(!<%`~qnSN4ub$H|upl!V}Io7_iBb
z8!>UTCg!BPdg|>HT+IAN;jI65euj#{)rdu~J#$)eT1wmEBw4t=#_wz0v|39638-F{
z%{0YqRYzp+m?KQ+hIzZDhE34_se&s+uA5C;axHF@#^wV_rRl^sC59HP6W>MNl+Oxg
z`CG$C(<F^3ZZFe|(A_8keV=;;7x{e#fd-dNJRw}v82lP5){MxsP3n_PJk>T;SDpJk
ztzM{^)oKh)5ALV)Rgi_anV$+ZMV7P=Kj^|6-zQ(y*F9s$pIzxS8<QNk<{M4{iapx=
zUJ8^1-2`4#Dokh|#{VsG`h;=+l0HoIM;74-_?u~n4HXTM#mU8Qsg*RJUjc`@Q8^lX
zsl$yEB=~(&!3af&)Y<rXlIsgb%tdr+b(J{#ce39g$9j&#CUlS&-}VxcLtV|UHNw&s
znw_y*6C9s~TK$(@xvDoS2rP7}vt8APeHuTaZU8!e;aZbi*L^H0sW5U>r*!^7&jJs6
z<)zWq{sl55e~i>{X|M6UM5R+_MLy)l`7SgGZy3p{_W@>tR&s%)p%v>RggEEapSV0@
z#!*6Lt=x$ruNzo5vfwzcEc2rQlS)%63ogCn)2lSSd`4i8Hm4QS(pc1CL%tbNd=)cd
zDptcY5Q`9w!8Jb{-<a$f2ZltGx1jM8{oDHH;`P>8Ki3Qvx|n$LSSjqk#cW77Rj3MC
zpYe80ba-}w^0Z3#5WU2uw%6y<ir3-UIBT+}g*zXXgEqPP(n`?I(lZ1_wYgU^{B_q<
zH!H013UhN?RcYnjah=l1yI#gCJ`y2Ly1--pv5k`6)<M|Cn$uc;s?6&)(Ec74=UPUj
zF&2-DdWog)!)p_YX?W0qt7&GMya+ol(;ZCg_;HSVG`s|LEZbaYM|ae7a@5_C+(wQ5
zim=p;esUD=VtPp{7DL_jciqSvcD-oqBU+YchBa>810ni`A`y0ws6qG|E_F>ZwZEwk
zV<US<{ECvy!MuA&<L}J!w;XDx)p}hL{iGHiOt0#1r8i%^uqvsUI({v)!!amSQm(k=
zBz*d}V#?(QEXG5b%Wn4375w_dj5dAaHCK42Q;)KbtBWo~UhfkK5E}v>Dr;zZFp)0T
z2hOucqwyW4ehG2Mn>?Bf_8mOvTY4AZ`|{xAK*H9GPl!!eu^-gop(Ve{h-S^=1o#tc
zQ%{1t!MFPh2UR`^z9*Me+*Ly=Ppk+=zQyis<_r^b1JYL0=!v&J`*#0e0dz9#H_qQw
zDzQ-~xjcUNAKmr!6+k)6uc9tBsjo7%cs;0IO^ooC!TvGlqC`+uZAgCBDE>yENQ+0K
z>&lzSzVKAP)h_d`#0|q-U0Fm}uZWXiKVlsX%sJ8f?3ap<7OxaF+ucfUTA^&$_vnrh
zY#x%SM|FXllAi|uz33l>{P345(R%aK5EFgM5aG=Ftu3Y;$Pk|%5E*{Dnc6^Os~Ig$
z*A+5}HW1Yo%S@!pW*~kZbr;D<rZVuH5i-fOzFNFSBXW`@^XIw~S!pLptscJ)p**-k
z<t$j7{g26BwF{M9`G=LlDDhH>eZrSBzJp^W@oida5|N^rFUjy7@-U1{=|z8}@Z7bU
zwYtoR`9#VV-nyh0X^99c{8n^#(*MPp(Qs57deZ2D1Vc2g^SVB_sM+PT?bN!@|CrlG
z>2IVB`{N8((R~DEz>0z0E6d#JWyk6ABNv1GapLkEI-#AT;4Dx(umhGyRi;1DM({f!
z9nDHZP~VPxL1bg~R%C;AT-iU9!IYXqy4>kQA%kPPBXacHrw+}()chyek+;tW)9OH=
z#YTmnvkI!ysRZjMAHjQWAxi-ame7wtosyq_DnEG|B{O3#hj-FTb>s%d|AEt3aX;%I
zxO5h@)_uBvmq$X?gE0&oj414v=(hdXio!3vefSW6Z%!+_;Jf|IMkjy2el@EEoP$es
z!!RXygGtLSw^341J~OjNY@1{t2orP=+86xgI2waB08k880#9wvdH>FiHXz{4=rbqa
zQH|D43fbifKjYMf&l^k5^RHM<uv8FgIkLEj`1aXD-{AG9RZ-n<R+(s15A?5(0?9Vg
zXHsUVm?@Po`<rmdCcL<&BW{y@1BM^t&jbw%j<xy4O_c!}IVyvr+A*PT`LQ+2wIRX(
zR#hQnbEf1scceap9jNVo)*(I}#IJVrb6H%EuNDR?GpN<>9y610Wa73_orClVn`14u
zaE5Pfw{^ILGX`O<&UV3%muk-sHc=kF^q6YDbM`xunjExVE;e$_3L*!EnQ|8xO4mcs
zDVo{#zCrnM9esq~&v}99E9P?8VP5+@45Fen_zD5A7^<x`Hew_=eljW*5lL;WgQI>>
z(g)I#u7H;n4ugOU`S>ytWH6?<vEl&Abn2)~<ct@pm(~OZxaFS)g;#t57X)mPBo?I7
zl-{T0I3O8Hb7@!<?T_>%(vmP{CcD24=Qlislk)qJYER`T>|MM`7YHzy${biM4{2-r
z;y7H<TM*epvQob-ca#-7z-lh|TN`qzU)2stg&J<j(bu%f=2xwVfB~TC4N~yg#YT6)
zZlk=Qf@D#hgE{#_kP_S2g%N{RUv7(Z-&*{@iHr;kRk+~FXtBlnX9h&twV-Fq*cs_5
z-|e-J<sG1^e=O{+T*OQ%Ye8{mkotf&;MbuS=nF2fmd-ILQ1Yheq%&+V)^5SzG=<CM
zgCSZjH|Y3zo2wasviBjo!8h#HGf?a&<IcerH;wnD`~Znt!p|2cqF*6LGg2te?3%&X
zL=XEHkJ~<5v$(p~36fuF1F4k!sYLyi1ltO@8UtAr_BUIL2Y!h?v>{$_P2Kur39nZN
zCn=h!wkwO>$1Qz6)IJ6@rC(~hB&SM)%Q$D_^B+my6?C_k#zJ()$XLrWFCz;U1x(no
z7)%Ed6QkZfOdVJ)>Wqi+PBk|sDLnv*wH-(Z8xyi*8gp6ea&yzM9S!t-uz$2^^)U~V
zDZ-?(tka`uUuw{meH_j#>3;F1?LS-Ab4Mxo5vcZ%Ox9IX<~Pk)pmG91^Ux$A6e`Yn
z0xn)va;=|xd!h!XF14hUz+IiuEh)zO_fJaQBr4I}Hiv3|AM&7FdP`Ego4a*FN5tqJ
zYb$-gJ6gsBJ1Q%fUYdRUoV{f5kJ*i@81gY*@%-v^eaMzRlHpk$=7?_aA`QFFT)~)x
z#`_n>nF4E@i?Y|o=S^X$jd6HKX%hI20{wjxu8zl_1i*6)`#GdNrZIzoX1n#tm!F$2
zuj%2A&lq4R)p{>jJ#QCo=XQShBpr3!c&`4*<>h#{Hp`GX&R)kY9NkHURc(=oqM=Q6
zXNZti0nc-aV5;?0!I11j|5Nf;Q%-8^LQ`#1H*D+h*j>M9tqsY-BT=F#lFF6M{O%9O
zlfxflBrwglwHLc$TAe(jNouet)*3ynd$8?Kzwmz*3Rmp8!p8#0Y~j$8m@Y@h)!RQ?
zw;)Pf$9%QMeOF<s$#bDjK}JS=<mSt~yy4bUByQQ6D|h2FA6K2$>G%EQ4F&F-%I5|i
z+0ecR54~2fuK3eLxc!>qcuei}%Xs=fOIH*r^wW}`i501*-@)Gd0XaFU&7-whqO;b%
z3mBIH@Wp%P&c;OkJmF1{@M%Ay8*2M-Yg5M4-TH#EmX^po9w8z3Nui~1>W4AzRNlu6
z9TdP@twkXlJ*%D*25%cdM4OO}LtTOHQNXaEw=C)FjQjjTr12>x^OeLDok^2*UiDZ|
z()Lq}8@t>B^KKxN2Zp%p&6E**67OmI^(=T~#R3ov<6mvH-ywRh#E2K%@W2ZRkIpGq
z2{nzV<soSI>Ju2by=J=~#v!9kPeA<=zv{C9%o5T-i=#X4d}a+XHB!gaWO^-_Z@KU4
ziQ0WcMiGUh6A})j`xNBJw|}<mfYZKhtr{E?u%o^#lS`}ov#5II&+uUubV{RjWG<1>
z(JVd#On5w8i4SXs76UX>ynejjOs)AW%eg7I6oC1Gdwh>OdVS&;VH2&i*Ryx-{3~Xq
zjdXs<5oYteq2U=BbNb8sm7JQ-t1Ok#zoYA#8hy)rxZtl6HnZ_1FSQYyogLnrBAD(-
z-7U`r99d4vb;Ko1Fi`=<?tes~`EvLi<nt;8Gi}s`r1GBM(yK`3$2l7o0gHYfPI|40
z&n$>x@9v&$EWy#C{($i2ck<5_P7+@4XY$SojUGJ5p-wJGlRXP^Sburm?)9yLOvuOe
zq&9sUPJwHz=*P0H2sU3T_bQ6zWQP%ql>R4J&|L2hBH)-)am>Epx%GK1JBysJy60;T
zg2DgE-Y+Z<T-dx!jcIPQEi_su(=vS<jd(V+lzvi^o)S<(X$5u-;jN73#meZ)z<da4
zp8M+P$m6bE^mz`Cz0UUb`Ro`z$>BEoOz}<%0kqzc`hGNHHRZEcTHhy&8__>QZ%EzD
z-CT*Qh?-L$Ni#u<<Dv8D6uxzC1(Ju^08a>Fah)}ce12owboO>QraaILvEVY5sz)rl
zU?EiA&+^{r?WXjN7c))kWXgWcZ3UpbW7hYdQK3Df@x&}Ii^x?Z)$hVSU2DNlncM<z
zk>*H2#v_s4rT{1Pg}T$cvU||wyUO{uq}Z{~kI(~64S`d#!-W=&twQ?8$c}%?gz0kl
z$jLhvwLz0YD@IrLC>b9HIavJ)XAGsrUyz&LRVp;q0`-Wor(jnBKXhRcr-Uge$h&4_
z7xo)Gc!6HTM?ypse!J?jp~sD}`wTkd&7yqE$YCSfZPnb*>sRu*bOj+H1pP(2-f|{t
z>~)4h!kyq^ZwlZ&(%c;%+0@lU8`3|ER20efZSbuJ>X`{-i8i@vDrcslb0CJrnkegd
zSw?pP$;QTpwDY*2<pOQR0(JAo9fpa}Tl<~Kna#`7l-k$~-*hoWZ}+YP?4NG#sDJ=_
zqUBo>c&%Sep&iCYG^_UMbzre}$SMKXsX!ENNJxa95sll*gEF@0wSwC<&w#gmdZB!<
z(@f=0wI(si`Dxf>7^h#inF8`N$@URRMVZ>ws>^OQ-lMQdn4%vdA`RwtCJ-nBu8t!<
z{!*H}U4ohrFinpCn0Ntqw}_LlqodUPuG<;4$z^Szw<T#7CaZ;O$2PJ9SoxFoCF-jW
z0EDBL4vYa={eehj781xb5zQc)HzWJjpwf&U)ut8+XF4r6WuC_-K8e}bR>?Y*6XSYq
z{9~GK&Q8-(x>aPCTW<wJ$DnKgTrCc%so?>;z<Dbo`JldhTNZB|{C5h`Ys!JKo0vA<
zbKc~tw;I+~US8aT6H)mrRfUEv=SS-2t4guXdct-gA+!)fB%Z2Lyb#<I+e=8C54BMr
zz(w*#+1h&Seya0=IVY!{qr<V=zQp!L{!h$$&yF7=lgxjXVXs1n(xE7y0dkmF0l@0z
zR4KE$V#4=X6bVtzM+3x;+;rIoW8$aa^wtff+P*(6LjB==(+HXOmsRWa^SDa}m6bql
zO)`Co#n_9FKU+HcG#!!2a1)bYJq48|pZcWD?urqaW&i7D-@0<1#R}(S9DBJMPiI)S
zC5Bl-ZKG>SAS~NEs^I1I)xlUDl;;b%C`zVdj`eDu|A)J`3TuPwx<yMVR;;)~k>c)7
zp*R$ZySuwvDOS7`cbDMqS|m8d-Q7Jw!_F)HzW<zk?$5J#p5zK5b4^)e${Nd{t4=7^
znj|>jQHk|Ms>ub%`?tPCiq&CAGE%4M2~88atk!?DhOf_TMbTjOIL$azMZMJ+LKWMR
z5QoV2aZ_@SG3(Ra8et5APNfqM*P4#j6EY>c&{4?!%wyLK@%=$N8SAW;v?n4u#L*tO
zt|8Q$b369pjNsc~@#8JjUjDK0K1VjjP!KY?xPkw}nxF6D32{R092LuMu?bdNdoiJ$
zl@M#dmtl=f6U45=zMO;)f6ATTH#euyPVvOP`<L*m^(I?%wqJb1mM6A2i4%uI3?HX5
zo!JmfW$yF&*|<%FP{>Fg8U!Q@$k^F26%!L<O_isjp}D@>jx{){{`UiorDbBFnS1rz
zD9?)aEyK9)tRQXg!+Ps!7poqI=dY#4>FgX(DuP)`fb;@Rl=Opv*e_Q+{gijfgX5V3
zTGfUysHmtgB0PlAwkyqX=?<M<(%YE-$oO4O)Einj32pc}!N7Yxn~JQMM=#B}`r8H*
z$54Eyfp)b^Zv*eXt8&+-x{5TRmRTq3E&I*o&Ux2N;P;R2XDc$!&Q~o|rIVIB&{mfT
z<mrANvl#kiPzmZ>_Q&OLi~mgxP;maL&xBU6w7+b;+#fH$a}Lx}h1=Bd4SSK+T-nbv
zn(ss-H^Kw?`CAa_=Zsx5r7$$~2i^i0e^N{3&RU1Fe~7!(!~rGAk!ZdrrQfqcLP9!x
zn4(s?&@wn)0(f^K9@mf~POFI~(PjBAZ{X>@s0wQLQk0In`mJ9o(=REw<wZx4kN=db
z8Qa#`(8K`5Jp*X6;gE4N9$)US_f49XQ$+%ViFoV_T3geAq&|!rwg1|HQ_D|i`OSDi
z`?)C@k${bNOm%K1JKscg9XaMnI9KFOB<LzLmon$n5R{YPcIjDNp|A~Ns=kPZ<;_$;
zQ{6H2<cW*|T3_lOU3g=(wZk`Q<SrSU5nfT>)+k42mb$^IE{47T2+b~J-=^XT4DL40
zD7W{2I(fs;ucId<lHHON1mSlgt;luM7Al)^0lclYWUcCgcqeZ@#R`G&1w79BOxcat
zQx{rXXs-7sM8IC3J_U`Y{tK;|Ph=?65ZM@Kn}v(^u4CcN^k?GI;sh;Q>()oY<h|2=
zV5A|x7{A&Nm|nU$+emO@%K+qUsNo$>*uM8^g^897>Jf}>=qDP?=xY%#-G26E-!l0g
z5oK&_j0@MsZ?-qSK<m$%7;aK;iRx6q#MJB0413%IQpUZ+s<#C8#kF!K*CWXUhFxa^
zL^Kp;f<0@qsy=8!6tUpzyOz4_<lvQfc7MJY(qr9f*B4Paue(D_sme4f3QqZ%c{ljV
z*=1m+7cICEMyEb;>+lxlpr=zb15s3o0?C1RCkITn2VQl5OA|9+6aaFababpq9(m}U
zPh|DIPlz^Il+o4+<J4B(cUhL+-I`i<q2$_LNV9D}W2+T~Qk-@kb@9)(8i?*Hi15>^
ztRwc)fqkV1GTbAcL`+(m6@3=M%<zQWMR^f5xzo+}I0W4WkgH_ofF=>cx4tqe`IFx#
zEm2xy{xxh}`@h;8_(`Pe9a*AYNAcf)4iGR*6*mQF7dcC5BSR4nRaq1-up=wT!dNDC
zjmxQ=tvJ5vJqF2FrtIZ&CSY}GDAqWZDn$F!<%)a+(JNh5!4y#l8*=*bYO@`Y^phun
zRqTUzoj0hQ>Ka3U?t_#g>1xjrlDlp33e0OKr3TLECzZnlGIy6edIT`CR{4tXg>cQ8
zpZW<0GQfqmL?<uzB<{7fiAMGI0oh;-cbtmTH<A&P9+i=_mX-x``;DAwnK62yLSz>@
zfnAo8LX3%-{ksE85*z<F^}J3|X~4Y>1U~2HpHU`dgTAFEC!P69Qttg23hi96m9h9`
z#k3ZDAe~{pEmxNf362Ii7rKY2PLl(Dsr2$bmcjS#>fDEw?8CyS${3^w4ONM?7OH}m
z@d)Z+J$r(y%}$h(`IoxJ4SEjf1%JZPNC=g3$h+QgBB}L$w>>gE{U6_sKdYn^%Hdy>
zl24|-<GZ+h9lH692>}B{>1=*yI&F!@4rEI;h-A;OP3-NM%`|>IO;SE-DmOhP#!6#F
ztpS%)Pqc^qtZ?U5Q@Cv7uf4vOCPo#fsofIU+gw!sHVf;fQ)b!zA(pES#gY>qGaz&9
z=3}Oxo*K5pY+MIDLLC~XO5IR8tlIe;JW3m+rGVL`U_fZ4CSxu`W^J|RfRo?YL53WZ
zkQvG$G;*Pu{KeUulp%>G4|&?Kl`?h|X;$_0ipGJ<d<u`s7=M<uI_XXe7saTXmcy&7
z@%NoS4)=?0ZBanF)B_j4LF{j4PD{=W*9E8MZdM!Ax##pDZV+YYIN=B#geoMY>G1ui
zJV=Oen8&RwTWI9_wDqKQgC#0Y^?@HO!x}x6-h5s2^(3Sk01az5(v7lE*Z+GLb83nI
zD}q4@FHt{`bqPrq(y8l#yS=J}C@MX_@b|y2U&szj5|u_n=Z+>tRmgyd=O5-0uE^%D
z4T+PT`Bc@^V648uBDq(DrOt;3Dk1O^IvM^lJyP9!gH^<VMr_f&>x>~JoF+^oYgs?-
zIWUm+CIItG*@xQ?0?f$_8-f)zBQ{@TGkr*WxoetGgZ0h5Z#nrLxv}GL7a^IK<uxr%
zS<WDwimIJSepdwqKNdTR{b-RNi^}qQ_4w4(rnTnD$e$OwjjJ8#dc2#X%7@tc<iC?2
z4rw2a3|G6awIAB>9k_41w>b$YIyx@HJDZ~kMlSg+__sl$`t`$c)n6}!r$1<f+2XHa
zI0}Ozsb}=wUKNY4y=q~z-7uqn4p)W;206z3JKT7;z`(l(?rG<Xr}$R9&*iC}nbAi_
zYZjEzF);(Xj;^v&{M9_3toSH~-v>TY#+YQP^I8Kd*$naFLfQBUiHIKkEoTobUDL4V
z<{sm}+Vj{qZH@3uJu3Xlq8YOkdH{IMWSu=_+S8vOud{9Q?{ydQ<eb~|;NsoVd^YXU
zl*xR4!v%M_kYrkIzW&PCvPP+~|MQvv!ky*1RA+KUOoK`pt(V7F#h*uEe+4C&b)Hmt
zM$PK?8x|t>LyGW1X#XN}e1*TG5;x(5Z%?-HA|IlRD&o9<SpU4azN5VLR(urxq)9o*
z3yJR*p_9+W^~*3JCn2(zoC(02H~!nHyCBnsRlO3(p5#o)`{v`;YN~iw_C%UB!bT4S
zME}-yTFWyGNz&qnUu0$;O$0y$w%M9aQ!jMy%&Wk%+t-GF@*J<)ybU%MD0(W_e}a^t
zMq)?qqAny6i*4cpLy9oBpQQATs>g?vC{l7ew`LNKDJPW=edG{RUDzNpAC6Z|ZnBpF
zV0~ie$K$5+j6P*uUu*8iHL%Q>^2jeJ*ns`iz73=Dz}C6>k_FSZv8W;opn;ZUU_%c;
z8jOc7#x?fz#bBUHW;PV)@EKOk935GofU;tn*$JbkDF67x;@>{8;CVJEiC>U=^Fp(k
zeDH~ar8xtG5Z11!7=E`$MOO6A0&L(Z8pH_7b#@mdjJ)LmK)0gFbPhU@sj_yGlr6rY
zzUY0~&;n!vRs7II+HdWXyB6J|<SUXx7WJRSbmU{$5~?Q@<@1$=Pea%Sic^OSbbi0Y
zXMcqspvsi<mjkg`FD(t%$^zcglm|x*Y1d=@)KqgYZsohEzBzL#2n`0-P2oCDq8VKl
zutfE@I#OIJE`GGgtv2Q=I*m-po5$p0N)~#+9-ZvK$&pw$Hk+KGt&gv()~`$3+TH79
z@JtA4Fyp(>CWJOBjqT|qyIf%zil-;=1vPn+Hd_|OjGJ0HMr+@-l||J~JfNApkCLQ>
z0-%#i|4*Mjb+>$hWn%ajeI}>BD}=X!|41Ip8=$XUW2^IZ<gk5%6cC4@Vffj{#qssE
z&2uE$5+tzo_r|ZA;14807)w1!C(C<KoTb7b-E{gM=m`iS_=-!!u&rV>`0{hCN$<!o
zRN>Pn*rB1J4q@q1p-u1WF&=a)-9Mm<4rSa^jXb#dWAU=Kqu-@T=Y8q@YdP!PKpX!d
zDXH$VCHN1GRbrACEJ`n*Zq}pfjW)#CJ18ZCIeuN^P*&d2$P{p6$6p!>EwWVhu&>F?
zwi?^k5MakZQENDal`vXWL*wt@klghYk}2R}%t^>b82z+EBeHo3B<q?X|I=0c@mK5B
zSQGJiPk{5RJ)~}}ZeK4{IpW-!D<N}A1=l$jX;ESKwbWAQ#M~-6$L3vIeTYA}edO)4
z0<VU4C4T)vs8D`L#*Vf6SOj?)MqV*X!3F9|0?d|9k0qz<FV%muj32qrV&9E+k{Zw;
z`*rad4zUvs+B&HZz2U(zh$JiBU+c&z@qIvKwkzfvM5p!F%u+tLTv6Va(V|g*;#%;#
zPokvUAA<3@aYu>!@2Qn^mX}z46{S2i?>69fd6XM!bT~r&;*pWSbJ+oWT`2<Jm5~1A
z@Wv(5e}P2X(Pt;Bfpc`<g|^p{p&@LNB593{J*jwHKNjX3Jng4eGv**E?{-Np9*o$w
z3HTo8BHyL{3xN>HnYsT)_lYmshQU7qxjt9e+4;WsC<VtfH-FZqjW99FuU60>9;_on
zw_JU<;e#&X?)3V<NtOi7Uv0^1_A&fn7EDR7k5?gf+J)l{ztAVPT^HB%<a;dp&B(!Q
zHZiY<4t?=qTS?u=Dm*s!KLUv9%KshJ1#Id%*Ut+q%ao(KoEeWO&<@Y#VMOeoLzz^v
zsb<=`vX5!&<uvqHy8mQph)zm><Kq)u47Au4`xBQI?!sngRVocj%FqHH>o&w$*<Am(
zw<4Ztzvozjn2BEddTa*eOrm^t{F5IBH`D%${-p1jHI5`Vk6{THcq%G<MXXU|Q9nD(
zj8g;Dv)a9dH_s+63*}&uAG6TLR?2gc|EoB>e*llNC+*Wd3-C5g%FfPaJ4_>nT9DD!
z680Kd!;biAJn;$Km4tEjOuNDU_WRT6_B&kRf|~zo@ZxVVYzqfsOsAR$NzWPH3v!}7
zd)(HePOg*$%3BJJK>1jAqs-yShnKgnFOVd~ia+Ro8~o2Yuq{BP=!0|Q;-2L2n+tCW
zr=I^J;o?Q_wGqaeXHzwuG^ajbz!&-(Be@X?S;C3Y7u&%gePYl-`0Q#Cal_~3@}v;y
zzY+zVO_`GmwrM3l3pA2;6euA&>8H8l)SiLE9N~2i%HY@NHKp9Pzeu><r*gW#=}IXo
z_KWILetS9?Cm!=~_CwgPlqY|=o$(nGo$<6bK`^-|42BG*Td-{*49MZ7{Kw|t)i%Vf
zk72l(J0si9uDbRt>UJ*08cFOyerxT?zxumOY<hpgEj@X0>3DFxIe(_<`@#nytx^r;
z*zY8Wf@_a%TYPdQMIY@-K0)vYwl>){zp9is6b;P+>#q%8&dCv9H!VaW=aKi#Gc=&y
zZQ}QS@ak4|C~C^u-963@YE*nBVTmYSIodU2^j|%^gFB2P6ur9o{M2~^euC`2KFi+P
z8Ov+p-GHMgV%-mfqlzY~<+T!SPX}9{WRSF0VdvrfKUy*1IftDePUMPRAb6Jj3G%I8
z4O+nEbML3VTPvzCNNUAn8jIb+y0gRn=OWZ*c4O@I`*Dv@35OYX?b(63K{90#h?ba6
zrtkS;o*c=~|E`qQ1yC<6^b_s7Qj=kMj%|87;+MBYzTj65mCF%_m&GX@Fn7NO_L6y2
zo)2Yy1^noaLIMKpGe0>gh&8?L;5_jR(Vz!8Kb_zgtyt!@sIYYGDXyEC9CF*zq#@1g
zjYWBZ<J~^J@i7?RPDIz^Y~rpqy(B*~@DM?wOk2=tjN`FEbE@Tfy?xtM%j&}|IcBI4
z_imMQd7&c!MI=jL4(y@ByKO&eEIW+ty4jtGL?zE`bUhjW@eONIu+{d0wn_f|0D-vf
zuisr`KdD2mMHCHsk3_uhXE44gR|E&6#9Cz~T5luBD&0GD84paH1s)vyzhoD;7O0AZ
z6#!3}${R+YtuHLO=&B}T*YZ$As<BKMu2>PJ&*N=HBYhd)<k2#i3--E17G#4vS=Kkw
z^Py<)Vj-G$2=Zd^;**JW0eX}A*>Pwn4t>}R#A7AYxNeKJxcKD|AO0#PS!99%73pcO
zW!;erVIkuM<wHQ)FRU*7U-q?I*(%T`0fqbu;qHroFELV+8?ncjR2hJeIMB-o=wlL1
z?V1>7WtrKN@S8ja%zov!5P{C~XBI$@H{`n4iXRpAGgCck{Qhoq4(j#->wu*7*K@ri
z$NzY+69$yCfLle+k%jA(odq9}{np&>P!w{Z4MoE}mTh*-2QM}D0mSzdfjh^*nl^w%
zco=BOQ7?eTL%)iWxS5|Tyo`a~kIcG=6&y$NJNDX-8wAf$RBOGCH392-M(E?htT;wG
zvLOAHj!J&A=Ft@EeYmQV6W3pjfh%j*Rjj;6p4y#7k?9?hp=K@g8f#fkpv7O^0l%+B
zRYtNqKSF)92#JtPC?CP+A3vFRQn`lwF;1t;H$&p$KQc5%pXXsctsX2nCaMg8jk9Gb
z702}pR(Q;=2bCv}BWa2}`H@#2WPK1xkZ9Jn6Mx3mw2i+W%McVuqU%V&5w1;*UDpPl
zDW+S(w=?6dopB%`I<eJz`vGk{RPZi-6~TEbE_q&y7#KZgXBo~;JoUavMZFo{N<>ij
zkN1lCGThb?sqvarDH_X)!-ffi-JfZd!_e@UHP#Cc+%Pz^?FWbsdh^dOeVt$jeAJb{
zeEHb3?ZN)xW94vhYDZPo_QWVPc<A-pEQa^sB7MwyF_hXk42+FKS7IN+g|=zQ_?PGl
zHuImwhgNs>xzp?xmzX^`>|s@ZR)V~*N%;j6P%%dQQcbvwx6P_>kW?AfoD|GUGaFF8
z=UImb?Ua{_@RPD?S!X1D^?%_mjeQihdpIy59DfjbD!pF`DsC^1HCe8~d(`TFSsT2F
z^Hgl(J%qcMT6t<X52_n$MmsNh_$uf97*38sDil*=KrE8X3rEv<rLoYQ-{XOjE!=k&
zn~v`>+w3yrcRsYu8BGB690Em-Xnn!}Ja9%RqWY>G2eI`rRggTTgbssrsneWm8g-98
z2H(-_0*Y;A=r7~92R(=U0r>=k|D#Ump7m_DGamC-g{C>Zmeziqr?%>$ztfGt>JlqF
zl{M}z8}G~UWdQ5oyyip_N*?AlfGlH+SqHY2M*upkmkq??;Y)n-!+RJ*D_1o8!O0hz
zGIUu`QIgj&k#t()nYX95fz%55;8?^s$amHQnxasyN|#>w#r_Q};_`)4AYvw&I8bD*
z^LxtBNXawzssnrl5qW3kH!9_Hfd2zCbg~-y0?(KG&xhOx>iRF4yj3RQ*jrarzE&so
zd!OEa?BN0$*7pw6PaJ<f<S)(EAN|?BemM-xnZ8TTaArWZ7nXB_RC#SQh0N3wwzv~>
zW`hDoZe^%4{bHr?@M@d1fKhF=tR!9`W_)s*&vQlt3aQ`5kB{<=Fpb~!rL+i7jR#IV
z2iT07KKt;uqR-b*J?hsccZv1xJPtLuW-x+a!@j2&5745gVfM;DtH_8yw>PUSYbpBY
zCEd+t`s))jP^e{#_gEO}WcKxW;XrmzRfP<KZx_0|<{PR~o<2ABbYZy9D&Lf;ZlP$`
zFVPxrO=~s+{O?vBVe2)AxI*4xVv0#OC()`1TFFI}peB8HSNmZWL9@<1Skp{D$Zjd)
zUAjCmJkHh#<l_r3pH<_1;<=prfE9kPHv1lds;`^3k&zPI^_j73LG)6nDEIja7h$fr
zRyvJ1M7`|8aDw=NiP}QgF1j8%&UO9%xYcP&IMtY*WGa(11K+}_LVjZ2K7FVi=J8XN
zqI-n1Ga$1*^h%E_VULB%>6ZlJg|k~}lv!8l$Cu-=lak7Ui(G8^UVp0OObR&^zzgGx
z=QIPlS}b#(c>L!>(AZ82OLaY1BkuNF*o}tAmuq`Aucm>#W1oi2<7o<KGC=Q>{0D)o
z&oAx{k?&p~*u~8JreoB6@xi@mRQG%>7b);r+Pg4SAi!o%;UybE-{4yX7sc-ge3kQk
zz|6;xBUX#bUm1&s6;TQ=0lO$?0rv3VrWX>n^p&SYJ=v6Lopv#lqA!#~0RF5+E0b|9
zbBeFu%gkL~w(A69CdLI3N&u1Xy$)wT5tqD!rp;_5tH?ejx27hOuTa&?ABARYN~^0P
z`rmkhPILXm*vq2dwQcZm^KSd{1Twjo&f(<TE1}VCBY--_(MM=K$(+yFI4ry3wU6l1
zd>G*J)vJvZ`NAg+*E^F|LacUTDouKsdN1eH6hQ(s3y#RmF|$e#Tjr*T#_KTjxu3lB
z-CM2L>Ivfc;Up`x#5!_-%y*G{r^>b?^M+^69=}QR;V(8842DZb8SUq1zSQ~tfW_Dn
z<l<h~l;Rsrx5nRc06~py;8bVZ^DG+ng!R~IPUA;*riA2(&&(bTnm!TFcjM&wFJM!O
zj2e|TE1Z@jPGU8ILF9y21Sjr5qr$sIcog(PEP;$HqC=0h`Qjw+BlKhGAw{4dQVM4u
z(z8QbuiH%g;F1q!`0T5AX19;eMifE;9O0n>AivY@wT&KMMQZcykaZhA;R>LMzO;KS
zOW;FA)oT9jf>iOvO1UOVZ}k|K7|P0fLF=WFz^Pemdxs05o5KTcNc%bCyuL;IMP3Mg
z(Lm8!Z&bXFmrZ~RnVdJ@4UmT~sToSuZciQx<3bTWqkK$ezrCO@;pa?^+lFJ4f8Nn5
z<aUuSzSWxpY0$L~7>=+A5C&k`7dKBTD0!m*Chi|`8=9*-5+tVHFlj%FE0fi^6VYwt
z8gGi*dlukY+&WXI;VNyOgSMd~$n0{&O4>|pNLttdOEpO*KEec-Y~m7<7(6}%IH)j<
zW{PZZjiz($X;KkNVUqcjphhlR+M!<Jy))Y5=a^b*YICLPGD@)t3p2*LJ`AkCW}fLI
z^^a#5hD?f2dZ?(6{Dj7Fna18%CU2@`P0)`gV!7zS-!J<R<iWiw3S>p)H=$T$N%+ZA
z8mva-*P&C6KEUeaj%($lBwm=jd8Mh9nkBbr<Y;%q&3UQHW@X|l6vn5bco_tcC(i$1
zEheZnF%M5rV^nM`Cv-TG@ROtU+m;^8gHec;@5>EgQIFv`wS@ww+vCHc$w=c*Pd|Ez
zQ=w#?@*Ra3@?$%^jXcmj<4<`d%Uia-;;MpDzZOMg=_!jZ?nQnb+DV_Yq|ZRF);CKF
z57wxtV<z*s`r>PrWPPIB+;M&+^2X8nVY4||G5XBE$V5gbUb2}A?g^0A$0_v{;(hU<
z{&>&iPM=hSVe$RycB8Ecak*tzuyeCy{yr9vj;qwZZot8WR$d03&e~Y-^g%AMTgMOu
z#R1hv^U|p?cSX=#cpAZ_?q6;-)2e`OrYM&#*Atn=nO=>iIUUT=<q6^91h`7Gm`^G7
zT^&&~&9wCpmpn@Y;N;ZtJ*MqT{eq^K9=422-FF^K8NW4ujHA3DH!EVm@sU$!ro?D4
zN<=IiuLq*Df749uRV)5f5+fxO^RPzKbwsr~UR)wCMuqxFAM{s(w7!~b%j3XRwMqw=
z!!AyvT5=Mi?0J<lt$p018t*48U)_v4T>;tr({owt-0HXXc=Z|I(v?~n*TJw?2<>gw
z)w~LLdtY8;nM8M{(m^Df=I2eB@lo3;BhZGRZ<M*)y);7tYfH1SjO=z=%VFOey1mC;
zny#daM+wIyK0bWk*TlJZ*$$ty31{z%zf8c<sG2YCY(mx`&?;h-RlKhZcap2{EcGFa
z@$cL>d9T(LL2kdsj$0^yqbGuer_?xdv@HBm(|Pg?x)NI8-up?oUv-?IJ1l%_7iICk
zb$!mhm(4d~JF4x+JL#b;4dQQ2Y5YvblvuLa*WT<rcJN_#5@E?(Q&UK?qKIs4EiqVq
ze0S!*iglxwOe#<a)6@XwKk~}pE4dpxWn4benSU@uaYDZKX-U2`^r4HqL(;A{*^<^v
zlUoWd5DpbUu(?L?_Qh(pLvu%^yz3x<uwP@vYc>MI-44Z#?T3MLV!z#)esh&(+PPuM
z#6C>)AQ52mydgVUJFeL%Ei}xkLaPtuog%G76qJ2Gc-t}Ye6J0J$on)$47}QHTN|e^
zx2KB<rLfOrjg!!M*0_c=dNH{VClx$Y!2lSSjL)4FZW^BhD+6KebeP>&GbS3E=Dmpy
zxITVIE`;w{G-;bDDo!eW#9Pb96~5DHfMmWXW)ehw3&9`HaI>Bc6)7|6NpjLu8zKr&
z8&Ar8EBif=KbLzYPlJvn<BKex+93(N8697V>^UpohP_z%=(~1$xkeIZv9c_nRccH&
zz@x>Pp)kQCY?#17*^BHhvKFrtJ6iICuqq%X!<}ItfkAbvM7*J>bH9nyi(KN+VKFBI
z(&h2Al*3w7_Nzl-SJ+S7u6a2J1$@_4>|Y@puAu6rMw77YCw8itRf1CYb~f%z=gK%@
zYE*Z5`<eM@uB30$JW<6-yrsk5?IPM1hsaKe=tLGUEugxl8YJuG8pgk=KCGotG8Ijo
zsJ9t;wNV!?E5fCdNaoJabe*&0s8~KFKdi!~UpUi9Y{tG<LZV-o&?Z^IN~Ag*&ozAL
zRz~SyR<>|?SbAgHq}eW@8lzNITh<zKSE6-zPOD}g&|z7$S90ZD?Cg`MeCC{3$x+4?
zpd!mBr)KUd^~}F6t?{taaP-}|bofzz*i|aG)P;T*vJ9VS&k4w|JL`74YT}}IdLVTB
zU6xSCsM5ct;&0#eCSp?0pwfBN+suC}$6=j`o37U{v17gkoTF_rSC)XMcn5*JSL~Ox
zD7~7NCGncgL#au%?p@E2ZBZ;44jYvfnZ}DOH7LV$gZ^k&A3iR6ho3ULw#N`S8da$F
zaN2TIN%$%fmh~&0iwIR8h-ea=lgdUfsS~x_#aj|}pmf-J1W)S~?QYins?qGD+WGFp
zZVcc_*+i@|jU)}ln}y&Y#gs&0ujo=fKmvcur`=R8`b(L0P#d`N%iaNY!yat0vVL)?
z*IXWoibe@xl`_J7A#HEHpqkfA#mr%lb?+**S!<PYOVC+<koBo+hpbnv0$+!0=0Z~O
zXe)LDs9O2Vqc+h<xse{6ticO}nu1#Cna`YFQYB|T=4^zWRKjw_H?sH`)M56e@~d*l
zUADB+1Asv_Qv*)K;M*x#z-rprTF#L|Yho*++oawqWsPiC&NlCf)7cw=t`071iE@^;
zAcb|d1R<Gx&YINH`Zd5xF?uO#$4tY+GNBo%nNs2S8JQ~@v$PO>F?|=XK)$Ksmc$^2
zuz`9p2Z}jpn~w5V4_8QUnpTzU)%=?z`<bf_A3#v^!9Ta@^(Ga0w(>~eSNd6r0@0iu
zB5W{E5=|wmK>k9;kl^K7L=OfP`|~3^S1u!~MGWLHPRx~H75n)Bz@EPILf4-JW{|3s
z&sw?YCFY%&j{W_P!0uiQYM=wnM2+K@<)!=9-xGc~C%z{VyMEq<Z2Nax*G<S#>}Bm9
zF|<v~fTOINM5S%DVY@MvBB;q;IM_q)=1{$V9Y3{RE1LNQ@?06NwrGZsIDM-6ms0#5
zYjDe%+|)~L^F<2<b@DUpoA_(&LSzXl_~w&9Z4m2g)sq8TwZrwfAVt^K^#kAN(|sY)
z>Q<D-ik_pAeJ6J@objXPPPn#Yr};gAre5Cg@?K<{d8PybC&VNVuV?A$n!gjaeypd`
zNc4QH^}xGoL8EOhKl)IA3F?IbI*)t{4KZyiVeovo)=5D6-V8Cf-+viqX)Vp6+5?dg
z(UIXiIA?jiQ>5&nMx@D%;ZymGu5xKCchxZn)DEA*UkM}H*ahUe5L`-%)aQZi0Ku0v
z!RWyTH#-LXeIDiV)a^p%<@4d8b0Xhb-rHDuw=K0ucBT?ldkcUpS*9nm)1(E3nuQY4
zQb4nhjp`cJr&#e^<v=VzQ5e7ff`A;O?73pZoDk;n?ZER6yxFAI47^kmd-iA5G_8<M
zGJ#=$?7k&-&Q}+tq_o}D;j5PoX<d)Lm!J<5;7_Nzt5o#Q8Opn=QZq}bX)&fb%AI8H
zFqnX|(z9J+Rhyz?HFJq31LO`W<=ApLL2$kuunLvFQKiH6o~?4F^oca+rD!hsjiT4)
zcja;AMB&zBRGYC+)Mnc4`TH?nWM>(97~~$^TRciK0EZ-Q$E&%{QM8<dh0sf$%o8LJ
zX+D(RNDa?oyzJeiN~=LkM!OvNLB%XGb03_%T6N7Nfu%S;YA;v-s1xPMo&3}lxa@&f
zYd#HzIxfF*K%Pl}hyI*SvAX<h*{BEqTv@wRl`+|&SNy54_ZJer#hMpu(jzD-;EM<t
z0M4Ng$W@)q6fT*QKL+)V=>y)%StoED2=nK?jlUgkZ`LId1SBZi?+SX0LA|`CX_t1|
zGg8||XzQ_anr0?EUML`>bz~~h9~uO!pU(|}J3~-u`PI#mW}vXQFkv2`K<q}}^wz)g
zCR6%Uw<*W~Zxv3qz+KqmTh{to8YxihUg&{&XaK89dz_?KZ)Oj$pp;s=Vjv?m_kljT
zYqe)x_)P^co+v?L{uE&k!E2aPSVyh((b9vz0pZ!+!&|Q4OfT2it#ij5yj^T?s^CLW
zIDLOoIj9<Hl{suR&lE>k4|P}fN{=qcn`mH#0<mzOLOqlZCT5~?z8J<<Lj()3?;{K<
zy6Rl3%9f=ws5RIZk<65u5%mFj9aIiN*Y>1#{doRv+^P8OQc`PKZDOvUfS->9&bW0|
z9n6dY^!?8rG>GcSqD@@VB)5X&-qgxI%XnNPCIXF80Q-G4!;Yr=eJ@{x=CfOWROC(}
zJvX@mc)R)6GXdbKhg4})cg7hZ%(9yy2350;Ds1o&R_0NG3JF3>C%R=o7W1iJfIIa6
z9j^Hu9CB>FRy~&-ZtEU6y?Bz^jYw3b!|3}2%`Jbegb~wi7R6s;34XV=%;+xpw$-m;
zMqLMxneoj`5Z_#j)lXC6G)vpoq=;kHGb;qa_sY<)V@zV7cj>!{9JO}^ZiRZJyBPBv
zE?zWETZM=$tc4(iyoY~JtyxJ{>G})sL_0b<`hYrx-!B;^UMXn11lA%Sb^_YkSGd+l
zjhg&z37p*OKAbYfUk5)$W=SH9hf+*YJYQOGYnixg3+|q12sP^};1^1)@BbuZ^w4o^
z*AaaN&<}%CQh9)HqTLB67Bu63L!Pyj4QjWYTfEWY1XU!4lDx|mS3Zsg;~P_3D4AE~
zot%!NkN=L>+Z;G`-xfaI8|mdr*e^yuAb(%u!v1|#LsTLt`U<R9Fj|vi<+Q~M=rKG|
zEhfYoV2kE_gI~E;79Y*~ec;{dWs;FOH(wn}CmqsJq-Fx9qOLBn6J1#~JkcBuyyvRW
z+MH#Es!*Efl$%qZ9-h=3byyd(5GQx*Zvqq&psFV0VdTEi9Iqok7k-|=7@kG_kGl65
zdcXZl|F?;R5grtuIl|#=P7`Pz+=t{;z|552S$Ix@ag#zU6uaf&{N0}?nMwuaQp7+e
zvDZTwUcdmp!0h7KI0xz(FiG>lFq=!A$a4pi8-0glXO`Y2@J-4k9_*8k%UwCQ2bO(-
zNGkg>uV_+Op$EYnQT5t_MnY^7D#_4A4+~eVoHlrm3ap3vTppD~s)&oHz0P`EI}X84
zxX^1Zm@NefZ;C6hp-|ozD*Jq)lIr?(`*~Z2Fatx*wGbIX0g!KNy;F&hSSKkiZNp|{
zD_MQho)2ur)9F>?w|l#m<gLJWi7y|x@86DiJHPJpEpXPX*pB222^=%syW|mxo4W&;
z(-HmUryl;!AiZ8mxb>`@Zw)qqMH76AJuz_CrLx>qJYQIOVp4`=7`=x=X}Sk){QbZI
zYa<?Q3aGvTjmIA8^IP3cvav(>cZ9#sU0}w`>{_thuuhf)a(sS9{stjVrv5bnw3VI7
z7uUz(L%V2t`{4^r6kWlAHQl0VuZzjs%VbAq-_-+4d9d1+>tno^J<r)RS9!{k8(;73
zG~29(kq~Y(@z;X`OWl}po^PE9RQM?HH<R$3(I93XO;D&LK1nqB=vV)G7J_NK|BPf{
zS1o_u^?UY2RFD%=TP6z66z(wK$w}Ms(o|4adQ#@&cHvLD?EZJK!vo^qpX^Work%dE
zCzv}7A+Go9lX~>6g2mzEZAw5r!)mBXm3mMm!a0rr@TZDBFro$%utr^O@Xoo7w}!?~
zibF@15HB{)jzc}<IpKAA72N2HdL&PanHLN`4g_(J!l|Q?3J&(5tH-l%2>9UP$k`Wv
zC+0pE8tmyJF})T#72)R+mpX1GQDHtRv*Xo9IRJV(a=I@GYX~*?oOpga&Hw)zCn57B
zgam-jggXx()?Qxn>kpNe&ZuxSVV&o492o~Yi%1uien~FF#=L5aR&|;h{#v`q*c!dn
z|7M1ACQ@cHUsZzcLPfi%+^mUQV)sWaYyxT*W|v9B+6BdGTw3MVv4mezQ`}u5%9TDy
za1p}iO*$PiSNHAL!!$!}r*-GZWP9}z<t|;o;@QF-P8_G})ej`)0Yp=qK2zuYHe<$G
zi_F519ia&72h9`hugeE_*HgRm2=DXut0X+!?(Wb0U5csrrE5J)N-SU04lekYwrZ5Z
z&TssWu~_u$P}6rYZw2t1o0{1q3ta(K4t49{)yAg|{S8YV1KVVeh6IP1^^2Rge0oyZ
zw{_5ydiJ>TBgOW^^z`dKv0zAR>Pp;c@E+bp`;tp%HZW_$hb}#xr@w9|Hn;Pn!y-f6
zZP&~7ce3__78}`31Brre@bUa?Hqtm)I}6Np6kO32(%RZuS;4ecx+>gNytYo_hu-!B
ztSj}btwUs$RSa53hVMj2A@0%#Hg@?B19k8)yXeySCcG!CbMw#7GX*8m;a+mNAs<)a
z^v<p+Y!@B~IEk$vALWuokR3_0!$w@}_@{P{;qeO3G59jSsba)cwWXL&5zi*rv&DmY
zv6k6sw&XczS2d$eY<=1k(%I5K<r5t28F-ADa{$q1Gnc*;!pbx?SKI22PF3W>fu0{_
zHC-KsTGHXE_G>MDx$Ze|l^~sDX(&(U$toZVk))L09MUaJk#|h@j1?C!@M};~!wV{o
zM_hru`om^g@)tTq%icsk2}bCRDtruB$nF^`n2XQ0!e(TI8&yRIiC2wMwb7X|*O9Y~
z-lgm}k-NFFZ_o9_y=d|opScpTp9LeoQBG^Imqq%_q^UT5zEQecUgfnPLV*)|&M=Lx
zD!K@y5cKc9*z|XXf!lv0BrI#-w4IU?F0>YU+NY5g=^DT$(blFeHoxHX+3m}{FS(l)
za|T;Q(`r`KK0qR27C(3FJ1Jea-2{aV_B#ilJ?Kl#WTep@K));P3f8XOXe+aMs+7*V
zp7F+?f5Uw8MrP++7(R^fqN!6c>eFmOmue_5C;fchg!4{E>XyLYw@ps7V>N7YNpgyb
znKAvXHjmwf%Cj$8yuVgdvbe4a*5dP1?eD$!p~<yA9MH}OVSfJnU`fG-R57<&EvU&b
z=2bpYJJH?`emkoYp}J_#NP;weGMd><A7=w{Eh{bT_R}y#j>}7>lyotZI{t@t*ZW(T
zX2kitHhze&!K=FX_WSUJ^>m3Ibrwl1d^b{A?$ce(C>(}NU7&yJj{J@CoixU*6r$aa
z+JZONcGEIE22cJ7U3g#>tx>Oj*)<1Uy*6CCTLG%A*8ZL|8ayRXCx&-c`jys&FH!oG
zgan4!-NkIk+2O@QMrHoQ10R10@M7EH6b-ctePV!OxGXl)*C6x$89+2q7C8>SUch>y
zd0<C*B2!mx?)+&2Z2j#m<#(uwH(rGKHmkJH0spQMS9y=`GVSK+_V{Yz&Au1Y#3P~G
zFSbRAr=-_O_P0j(!t~iJ#vU|djqCf_FOQG5rvd0~uSh^PcvBatO93pLUpiU2>U$Dk
z%p+0DS}M*-NCE=Rzi$JXx0-O3XIe2*Jyg67I41w{6zu@_rDtU$OUhAdvNI+hzDu;z
zD+`$M?Q2J`%Fj}*{;N54oxr9xVsO}!m+W}<-;N_hL^p)Q%1g3u70~bg^gBFSd@6qV
zewLpCY5qifr7rBpO-iv(EH7ImWBylcA8xZulwuAVmcpABQ$a5PN>sFor#c%IO*WeZ
zxbHdza>cDqr4cV;hNx7d9x6Ws6flQNC;RN+r;JSJ$A&t=;y^Xd|0Ajx#aT9DNamIC
zl$LrU%HteksLnS27JZMm16^5BXjZ_M-mxazK=13YL|P!RyVSyRmcN5jZJsR>sKN!`
zD4N24M$lbn+NrO}%@G!Q_tP(VB@~%-sZ_qm^{$3*H_S8w=2H$XMm#j}e7k)z+(lh?
zKF*Zt@qC;SB|QMf%EtH;-m*z_s1Xaq-CSC%lEwvJi=Yh8C3rmI>7CaR(0GIirTdje
zV%J6A=w#3Yc|EeI*PL;S$W6mzTC~N%krmY(HH7d|e8tC;^FQ9{KnOKC70KY!>GpTi
z=?YvN^l~E6l1ln%9ZA9L1>>eNS7V)oI(4PVHj-ocEjloUQ8taZfJW?-&h*-n86`si
zfy|2sS}y`R`F5`C$@Ww@kMEtOUjT$V?kXFNW}H8GG@3i9voQgig9`EhE|<M#oxqTq
z*+6-l=1iw|);Be2gS~C4CBxj#Nmri_?xQHb)~KOvxfQzWm;;r6N&z>ysy}lVUtg5v
zgLf7Ru|<sYeIMTC86!Avn*dWfy^$0+GJW-1A0C2lZW<066@=IEC@$v<ZGBiVz<vZ!
z{r)-{%o`lcYo?0rL*(y_(R37QN)^1ere56sE|(GX_+XYGoEDQBIeY%`HXaZh5`w|S
z83ZSA!uYgpjvI4i{cBRa3pN}Y=vx88Nik&732un-S+{YV)R!wFeR{{n51uT@m|+}M
zd3DDwt!To>c9u<9&~;4`xD@^wVP{Ey&8;Ov>VObHn<xDEsFIwmp^@oDwVL*47GQtB
zCLhvJh8fTp)qclrPik$}%s}Q~%r8>|4;klwjCq*Cry0>7?|&LLwVewz71RkcyReE~
z?47R~5y5huX>!|WuTrx3iKq1RJ@abuQ}vRv)>GiE>R6Tp6{@fc*!!S)LS!8bUgUou
zb%*eu&3nr}p2HFGO;q%%;T<vLg_<k-uf~_(^)CkM0N2+AIIS@x(3fb_c!SA%<5TM3
zY}xcQ(coJr_XD3R)fn4)K7)RfqsX+T{`xc*Uq{;txn|p+Y|<^VnU1s9<vA!hzf^)O
z5aYH_<-1hv*ibV<Q5uT}29ys_gV5v?H*7LhwcYvDmkS!tB&xVWodMuPVYZKj9!C7Y
z8TEW!sT=eTbJygD%&IE1$N9AaK-yD+DhTqRBI|HGv~a?(_mP}{a>UWAG441M_(Kr6
z(C4NlN$x!2P)8g}srMIM)8Xrv0Y1~Gb}G)#r(Zt6O(bKzkR9e?SiJsBD%;e3v#c`S
zF>zk_G%41ORUBXWPOV^M<{a_2(~EZtms<RJhBzb!YuXN(7DT;GT=wo3g-gPeAMeXr
zYr^OID+<Bz!vX`ljkSXTf1e~V)s`D?mvxG%$iJ>p|1Pa@CxpG$_Vw3i()Q1|KZ}@6
z`>!(M1(x69`@`1lmK$WHuZ$9TbL@fyv~HJ_ryljPmc%Qik30(0(w}WuHdpJv!^z2(
zlz>b~(*{nSa2PW^MVFiX;O-qoywD>J7>ircw&E@74q6K3yXH`&p77a{NHamqQ)(S8
z4j6|O*#Cp#+Eq;D@jv8P;{3V)Wd{^5z<LYi-u?6VKmJcUukVhJkX&6q=45%l6qZW<
z5sW!$gsgznH}V6Y;+M<*U1sqDpCgZQ!~1j4^zTX0?D-4r9%uR^W;L}xES1h|;`LrO
zE;u&+4Z%F<uQ%hwfvCm{(N^+f8Qs+j%=JfATNNbHQ7P<cqC(o0(kx1k{0uzlDXpF;
zuwOr}lIrU{(hIDM3@WJvgcd27xzFLl>v5%NrK$<u{gMo2${NnO7}0C~hvX2-q8p1Q
zSs)qjKEd#Gwo8%a<%pY~&Y+pq74s~Kr+xbp9U*d-+t>m;!akHBT)YlzGF(w5p8V*7
zYNl9a`odM`)qY?WLE4cBqsCHu6|Ma$&ml!z`!3zqx9##OiRq6-`xU1c0Gi<R_r!UR
z=#+MQf`rL}gJsJ!)pudAIW1X2A8b6`=KayQrQ#iXP0jb^yK8Ouz%OTdPX^t?D}tbx
z(yu4SuV-uxfDGvnv9Zlplk-tVODDDiDC{Am#Vv8q0h;4FZEJ;%Eh0SfX=5v7vF`~t
zs>7nI+6U4ft&vjT*|x$KY0i;nRI9yDB|$THJ?sf=B3Yk7&7vv1F2V1g9X5&x>Qecq
zUf*5XY7Vv9sS$HNupfk`4`%TtVkAZS<nA&QO!kiZJ>Q?z!{i18C`~BI5vpWTRtLjA
zOT~jokVkBe14X-ENyZZP4d{^)cJWZ(bmIQY$QH*SJ3lXtO4fHv3IF99;{W>NDOr}W
z*%<4duvXv5$Ugf?yj!_{KCaw=uf8TPlFy0d9xm<=Kaw}4`eyf`@STrk7IgIV@7ub<
zxT;Qec1Q)s8fMZRwmOR=Jt1qHuN}%wR|R0Y75n8F7F^W0W4rFySyn{S20k+^-U)wX
za=@*~hlJh>s@$-{@wtP#YSVa*zjpf%XX!_STU)TPaW19JIRy+f$HrOSUyPTPub6Gl
zJyGcU8?jl9Ib5B<D*}n&!!s)PV6F2`srniq%j{`dV2d!x;@6z>%D0nFq0z+dR|zmk
z?u=YyU-Fff{-|7|z}}8~wy6p!>Q!|2SEp;w6OH&!Hbnz5hBt`Fw+P3}f)fd>fsdqF
zBf&k?h)o;KPWZ%?zyJ!>2;zYhvY2jTZVVw;_V_M@EDtd3B(J&ffL~Lv<U=Z^q>G;~
z<t+jc3|3s6<BUP<3$3Q)+Hl_bnuK-$qN>^#qo^J(GyKU-YIt7<c9X4APw?|AaY;;q
z3l)R;kKKabky>J}?-VP6uH+g@o$7=lHaTo_n1p`bXC10`nlcjgktgSw+@KqJ<fQ!D
z8L|#lwLhGI(uzl()-PHyq;_xW!Y#Y87YEy_m@M`mZ#iGXbY*uRxGQi<ZLPP)%sQL{
z1Bh9l-cZmuwrBP-;UWj7!M{%V&Ry!+;0ULd&F$Q-_;nx%Mr`{Do^^Blp7^ErxZKl_
zD|(%Hz;eH0CCz%Xd3|CssLj)OPsgHOVCz~^KEH_Vg{JD-dl75pmKdd#9Ce;4esa|R
zuy*fNuvDXy)Yr7nBU)NqQ7vEv!|p>-n{4R~UYNgkpudf<g~Clp+OD$yT0<nLlLrMW
z`b4WOgXeL4w^ND)g|!Ewac1r%K%{iPI#K(SX|&>@2-C~hEx<5%ulI<)3w~si&|%}!
zsM$M==7ih{lMWFDhih{)`@duP=t9|Ga6`kiFH8*!0rOnh_Bao3Av^X<PJ3KXolSHl
z2G>cV!lTU@6P_8bE$H-=nC&m^G8))yrW#nC${wZ-9$2yxPH3Z1d_0}oWqi4w9c`sa
z$EdN$G$p3_$muthT&eJf*6@%|@2xTs`k95|A)!9c0BgX?t8PV;ZKVTbVuwD1?cBU!
z#rL_lZ&av?KEnD3ysBgmiGh3n(IhijFYyuSjRFy@x37r6ddV*~GyI|@9<S$#jb;=4
zH-emv_OAZzlZvN4IG)0&?^aRXfUY0nZ4g(S$y|V_6#U$2gN}&xUk_VVi3eo$nLJqM
z`A|kCpWAPx(4T2mhrfzc?eqvyreu3CP#QC7=2PY>F%-zor*0vzZ8$RB!tmA@Xg|j!
zGOnAGKW1t1F5#~c^J>cZy@=|rBG3Q0dt86<Z;|_l9~<Ld_8v;0>enLoBQhuGeM4LX
zFhESglWNi_2;cn^{WYF~xj5(75H^vaqNBn@#zEBI0SEX4QTT!VP(FRlEh!FjQ@G=+
ztCEg=0&_D{j{E#s#+O<11CeiR>qMerb{nex1gYJ#?L$A?vNqm7w-`+c);h4l<fn4y
zN8nTm4YEY!%QUk^8&N*0EFU1$1)a26YpFcF@hHFjbn>1!evjRa_G{3hS5xiTZsJZN
zDavYc+?XY@ray127KE$3QzR@1{)Q}VU?qbyS~9Vc=wKssAyd`wP0aCEb9AElvjUJO
z6~mQ#CjYoAY+Y7{Vj5h#+G98=8#n`Fsw0r!<4>#{4}lBn+1O<k+mTgy8NkdcNgbv1
z;N?f(jHaJs^i70ZlNnv*$SGz1*}iV-g_GM}#W75Njanvfaipv|wK>@teD(NpL64wp
z?h-Hd-<vm*zNyAt8_60T>8Y@tE=t%*0cTH5H4NE3o_PcHn+2h$>7R#d-2dd=bQPog
zzX_!L0VV%GfUh@bUbJc1GE={K^YZe(6J>}GOdvbX>kXu((QC1CMpZA^4yTQG5r9`=
zk&uxE?r~-V5CN5N*ry<mioi4q_ERU6R6R+&iRO>O5gAIsArfp>(N+6tcBMt{{oXst
zAUl#B4kN)QBFBHPEBtwW*up-p{;Y|qWMqVrp%gkf@NCiLPh-$)g-pBXu|&{@$GU<o
zITI}AeNh_zx7stXom!CJwfww4J_?T^`wHlQeSJH_gJ$@3S6Tf7%^k$+2iJL$GFHhp
z@8@8Qxx(vjZ^Eg*Iiz>?E50aFYv{o1?#Qxmbfv>#Q7dh*RZ|zm3-^D!+_a}R(C#kC
zoK1jC&}Td|d&J?5C!J6T!4MvmE_M`t<<l9a4X`IFtUDpeUNGGN^FW`DD9s0C`)Ta5
z?!m9czz^)cb<Q<zO{f7#@wQqC=z4=|9db_MuQ-1@mIQ{fJmKr16g{K*6F$MC(tMle
zUha7HnKS}=a`4r968rEov+k+x#_wZ1IO6==fgqnxFj_dIz7BSj6Hb9{{~CMXUtXcw
zWdg^r))MH|MfkCeZF!%o9dyGlxie0~1W{I}=~@IEv|j<|Ez#;<i6Xk!1+wyr<F|QK
zZ8oHz+_<%Svkjl%(353K1p>SMb=a2mvtoo^cgH@SVY6p38TY8P@LpHl6bwggTS%0r
z<H#O9IpF=c&xcD`6$<-Svpm?=7^G4)W|q!^&}%#3i$s5G&zL(^Z5$~Q>L5k%fvaWb
z!_CKD3_8Zu<!*}6l(w7I^{DHXSiVN$QM}`DA6dF(gvK&EPGZ_(&q%U)JG&16i%x&T
z4XvM|!$I~}*^HFMeQuYq_J7Bh`z0G6>i{UQK6^kCX$hd@8rxsftJ~yxqB=&KJ82u7
z4Zl%usH$_W3kQf0xv-1h2Gobm8)%IO$w9B9YH6|NtYfcehy0SXUcO@->W>3AnLT;T
zqA{-5{$80vF*5pHoNi!b#0mG{Sk)2J37NNC5;$}gsff%6{H%?hHB=x6$6=Ave+{{5
zyB?HvH@t;H0kx%Ai?P?#A5fu(n<AQX0j45*10EnmV4CxlMFIN?u0(>{dl?b!kKy~}
z;mZiaT064FhPK#FAl2Gzdczo@sOkb=L6WGHn{!&zwcyR%Yj~QtmTD9S9hYAMh6IVg
zh<mz}*k(HK8g|$1I81hv-tUA$VG<&WX3!6b*T3rN^!-_`q)CGfoi?<UBsMAv99?ui
z5`DIz#=yZHxCo)y>n8Hl*Xk}P2<+>ZWV;X`7}Zf(-J7}PP*bTjVv!V~86h3(TT+!-
z3_apz7W)w5VIExRU`zaIYX3_!W&Ooh@FGfHxmE&Eur-fFTt^QgQ{oSNi3F~C)o<tb
zQFYevYb@`%=%Y%`@iyRw&BZZr1cJSAPMdU|HIG_OPc*xKFw56f=^99Kh0DL3icOgi
z(i#{n^;_MW6F0R<vw!Mc2W@qHEhPIVrnQy^aVb;gHhzl$!&<Bnm*g31RH$ntR@F#?
zo;I2Ad2pm$4{#MHS65!d;2Ofvl^^+tMNSV6h^XUmA=E_c_U(+b{;TCLH>i+$2cBTj
zdM-kj86HIVHUVOsqi;qlwrqEur&wv)6gitr+7QT&M9Cd{+4TnBE8R?a=U-Z2z4YGJ
z;f@n+p$<3emcacQ8B^#8+;a%YK2s`HdMTa1Atu4~YVjO;1%t^rlr>%3Alge6S8Mxp
z#*XQ|%`d9A>kdK#7uAD_G7w30s-kWA#%k~+9QLfMZe@)R#^JaZ_E~5jK&t??GXG>!
zo_h884D?VKzCBef^%XqPc9{jicfgD5T9az04C(V%vdA=}_KU!>iAM*|byPInJ2|XI
zW5j)TakkvCzpbm72avmFVs@1jT<jB!YOTx2H&;bXHKE#K6>qophfEt+dwe3W5C?po
z#crnNIKP*Tic2;9?9{z1G5V-P4R`*(=z7QS%9f~WG)c#{ZQHhOqhqVXj&0jk$4<vi
zI<{@w`t~_}-uvD6dG6hR_K#%OT5GPFRb!4CRU`1?Cl{^vwAgo0#9aByLK(+sUN^~d
z+la^{%xm?eT$?QorAhsM*;!N!a|ZWm{r2#dAdrbux&ze~@Qj=<`r$Pb@(*;4w=rZ)
zJ85?HenpDva(Z3k2~0H8B!c5-<m~(4UZ&}F?7zs>ggZ>+ZSOfIyt|bz3;&C?OQqL9
zmc(H|BIoxFpu|)73gK}wi*p{f*Zd5vNIX(S+Ys7Jq|v&$wjUYm3~VRR@1IP}Oa;_+
z?g1S<W{k#%c<%rltE!ig%_}--P#Bv1_IkI0qab(O4G`sbT<?32<E2gyd6s{}<g-G|
z(KGi++27UF*Amstod!4_PS6d&MV-0Et**c34u4(%^_Hk?n2d!Y+#42miU#I__pEP4
zG&KmGDq_i`YRo#gpbxgU)Y(07vtPaNd62+W7--8XSxcUJxFU%WWJq~9;3WI%4puC=
z)}3KdsCQ?+Z>1Om4W)qO++k`C*BELXm@OvTnAyJw<Kh8E52cPGpjab{qXX&Y&W?!L
zua)sWCB@DXzu8N>sD-T%I*=%lE*6P-?OCmx$KmsjTwB^q&&wdkF?WnfpY08Od~7aj
zRb~AdL}*Y6V2M8?zVmW{gQF36?V2r~cx%)t@pg|&uQpJ&Q4D;eckSPKmmM|}Vz`FF
ztqb7#Ritk$1NoxmUQo|1dR%po+Bda_D-vwaJtu=N!ZHgMlG7yQD6W>$^JfM>5=Yx8
z5SCnQd6yUHbw|x$V{zQz{Bk3zk}(fSbyX(yIGQ(HYv7thT(}O{fEHR?Jc-EhmXaPd
z+}Nn4DS3dx6ZMMHY&lCyjQMv<ObS~zoaJ+LG^BPCh<U-6hl@h{^#1J_@sXANj>Ump
zsY7`c94ju*19U#FwqH1bL&eNx2lKXQ3{{3xYAd{-yJH;=Ul!OLRVI6HrK>j_+G!3`
z#;B<1j87RKl^!Q9r~W-WHT6!Z!8&)5?k~ZEMQq)p4LH16Y~boeZsjk285TTHj-__Y
zgW_)PfBZmsQZf)$b*V)>Cq=H%h372uEfI;|#Bb%SX?s(uL(3s_`krfkeT_D4RhDwO
zn{jw}ZAIl!w>()`eOMiMv$Gz&?bDz1V<@eFc3hP7AvA~2DcJI(CCX3I!81PYZeBoi
zw7R+XW(A$G50A2mU9=o*M*(labNtNAd;PjB&L5S%wbi0XMPWq1+q@}}mT*<6Tl4dw
zDvGt~(b*gP*&{p)=gP?I?rGJArNbN(vnbnCw1;aSd<wlz0MfqEis1hdO0P`p*Rr9C
z4{}FIK_$1Tm`%Ei2|d&$%`35L*;1ac8@+&dHIQruKF(?H_#I$BbOkuZpxNz7-%HMH
zwloL(!m`~ItD9kKC}J(t?I?UVBOzd=tf-?8L1I1Wijk2gi*pTHf6a85jSZ}!F7=j9
zpL4rp-PlmxdB?`h*5cb!h?5s!nTU)`bpjRRgb6$u=MN``G#h2EE#FH{RDChCeIP~y
zNh%sbkwHR}^<Q$38?zsY&=9L%jzr&lFGidE-5t?Oxpz{b+WZzzy<(HoQI|C)J$9!S
zwg(xWH0tp6dFck<Cg@CfC*c4aqQ5|7IL4tQ-r>r?{ps3d7U1azJO2+8U^qZXzRy2-
zEcoM%Col3IBs!OE8j}aGUUyaTi&is6UC9?!d_cc(wri0e>OGK--~*~}vV(6KdEa1{
zjurP4S0$Ie%fg@0soEp=@X$FHp~gVrE*=6h_C$Sl{-+k5CP|NlMP5Es7|<CUy_4^S
z9|``S#a4w7?T~JNV>v|ohHNBVEx=muw@(p%3ucRJ97Lqpi+jWgo8Irh@Gm#thA?~x
zp>@1CnjyJ&`^|wqzt@ML=em?)b#M7yidsR4kSI-j2$QI^PX;(kV=q1&Bx$%y)zAz_
zW_M8K3r=(H4=;fZrFg&!{4^|GQ2@m6a9uqbk1WX>Xh1`Sl_wJ!Xpax5!hojmRzO8E
z9H{>)6p{vg%yMeMhQjo{tx%H3ICGcyK%b+%<@e2CyW`sgsk~$S@`UTTN@?P!AI=jx
zM^2g(H5|){O7;cB-lvl^`wL;8>|o-Gi3E@w-1E3$ho0={n+GlL8HpLr88IJG<9q-Y
zIsO|Z#hks&a5d^*uM+xrcpn$u$s046nER`GI~OpuM7zO8Z;DT)2FC&XVH8ez3#aaI
zi^2#E7!Ab-OOoL?Pzzp6L(QKPK63%dg{(fnCGm4<Ux`Z|o##-Op77usaUo|ZqpKbo
zo-O|nBd$K{C$FL)!%!BYr((`m)uy1|=#D_kfxP?rF&U4k;otZR6>?)R+^emjjqk2~
z5%D&WwQ(M3g$P^iv3Ev&FY^B|G`K^+^Rx;$sMH}S;~HXRj@8%o_zUyaWI-!Wq)gxY
ze)Wd1WR&sD`vGgxqK7foYL8Fvm+l~zf{66TZXw(^7y=hmqW8%36AAoiT8gdv9u9=8
zORJOPJo&?Jt?ZJ_YT--IzXj@iONQT^Z+cRb+$_P2s?bY@XfU)RE-uj7=9s^sm@P|Q
zXQZNCc{0M4j<osZ2OKp=QYgC|x1!X_>mQb@YN|q$VP)mn@iaPgiwYhNPCKg)H#gxO
zP>O03mdglcXu9NQNm4f_H)GZ9(`m}p+X!TIHV;PHN%+!-w-!_tAIKh=18@d&ejS8j
z99~-8bIuEPmKZGnSTD{+{1;p8-<}XELCV!~=%tEhcu=6VyWTG5l1Slj?2aQ9PN-G>
z^d$MjIl7e;0tQpq9F_~@!Bjb|Da~(Vn5jeLJRW9UAM6+e>riCOZ9Ifdso5xZAuZO3
zjEVs-totdWh&c>}C}$9z^_%k3>AJ>C^T{!jh&o8T__67J5ETnaT6paymeAzhmYA<A
z<S^w?q9z2ds^s806GPL50V!U1@&bNb4j=lGhSPcV1?eljeLPm0Vg;m&jw}h!s&k^O
z=tm*MxKvS86R_*-@M>>a(SGB`p*K#1BLT3E6SNdk-18OHGBGUmVrmZd&8c_I9^RU9
zf)ti%$hQS|Ix5amP7#Aq^f1S53pebSw)ghC^p*}}67t}z6)HV}8_>wa@f-E1s$kSE
zTf^LC?ka+wc;R|5Z2mHTrO8B>5(Buyfud#!MSMq<`car0E}KtcNk;e6GfgdY_Ku_~
zH)9~FQK@BOYzKR4fwtb1I#YO&f&xtDE$@0MXVB^S-$W|y=YW~eu$rdWFd9SLZ1<d0
z!nR!xCtW356M*ZtR{hxM632aPa}j)`IaH?+<0bVE(x=#tb%I&Id2ysg&Zhp7m-obY
z2ooTX3WT<R?MgM3{Va^pjX@2U2&}Wq8D9AI_bPX;U^xok%%eJZo<H$<L;VH$eoE7n
zwGH*cX$XDfYTRzmndZZl$f8%y#OKfW5O=0g`5=CSUsB$RZn4@nq<i>)aBNzvI(D3B
zyuNM^Zp<ubKAkH?(17cRI6Qm|1%vqJt?9Etk=CCH<qB{!Sg;A8Gl>4AzNscgFV?bL
z{_U4EKuRt*MZT8YdtDb<#@h3FC6(_Y`_`uU!wq^dgSfscSLiX@IW37f-77YIKnrHn
zHap^?)tX8RQ1K&}#If4KJC~TpdAeco%W%UGI2eJC?>UdUq**RA$Id6o)|<-`n+o&e
z7Zyri?9)yT8daA}r;DC80ydguOU;hJl22&LdW2@8VY@Hx$MNxHj^FRVzI+m|`|wmB
z{2Jk@QNz|QeZm0;2Z&JQaXeP11`A%OG_4~>e~`v={RCXOnECxJvDL%JG1I87t|{o2
zyEeux!Dq42*BPKBfq7<6-r)y1r1ID&*SYCr4n;L*cQ#WXw)8~WO#9*Fn}W|xMUMYd
zU^@``u&sWy#^S4QwUkqe2?rCLvxL*}2Wvr7pevmUvs43+rc~ysjc=Bt9+jyM4q<P&
z^Ssv6Ade$?X8!M}-3`2XqJPPEC#)a%MIb3jnGR{PoXpBoAA=*j8I~-#^QrtJ3_cHp
zzqZ27mPbCP-A_4IySzWnJzwpdd>(NY7xbnobLGr{7>`5m(%33P7M_k6NsjE)zpfw;
z&5CDkn)!%RR|FwA20Y7O%g##Oe?6k`^$7{PEvhBczvx}y;BtGlHsB^3GKO(2Mscmm
zGP+;Z&i_tfEYX4OLeW?{O!{mH20OKU*(#lEIo~83>g^M_EV!S+Rj%}LwWlur5en$w
z@lU(-u2uYX<?&d<yAvIsy7W{?3rW>fL&lsVo{dSiQ(5R)gYBA4O-aEjdpGuUCGL?J
zGTQjRHmUirn!mf&)>Z=kfMR68b-?pZx{)mt!Ns~evpy+fD5W!Wc#F0l#kRMhEIUJv
zKzgLC+XZ4y(a`11^M_L3K=y?{aDd9A@-<g4>GPboq%OD2^t-hK=G6e(<GoRd8E*H=
zc=JLVr>%=>B}0kL6BDv|)%L>zmu)4^X{n6}R~I>rCCb_|=V(HVb0r#lvQqsZ0unrW
zO6O!mE>{l#K7%7f{V^5upz<KmnF^Prcxq`Y8sJduEJUv94h-V%4R%h#B1U$UcWw05
zHNSY2A>S|pm%&a)S@UJ;z>yIyOdRG>h~DKJ4RQVseOO}khrRWLQ3K;|i8Rm`U`qzg
zS5|QhuP!lJy8Y;?A&1tsJKtRwL}5jKH-Z;48R%OW!3JYc{Pix8#(S)+`t;zK1yp|K
z3*yZ!rKA8Ec(^C$^=gD?WK=o{wJR+6KUx4NpirGW*Za2t32%9sS{Yws5W?^4M~L_f
z6Mw*Zx@(Yg`GN-)k<vctoF!kCkUn*!Us?x>AL?sZ3DDzqH2ut_nFvy4m(D2u?Ux2z
zdI~V2`$fQ5Ei8xI;`(b#D-m75k6$}#@I~W?<iTZpmv!A$0k!lYWk5n<&mrNO*08-P
zD!wAz>$pP=-?|MA4SZXKRsBky4qeaOElpbiYzUd933a+a?r;YdR*@`CpS7#Q5d(J`
zI(?@?Vrbt=qNJQo(3+&l;}mMZzfMXc8j1h^Brq^t>}ta%kADB*2U@oLiGWTmS=fRZ
zU)#}qxSISCd{sdkjLPejQg_a_z}Nc6UDxIK39WZk+Pc#Ail*qykQHWff4zX6*@@=G
zA6HY$yx)CtY*HqCD&w=Poj(5t;CA81Oew(9Nf&l*{qAP*%f2O0)vvaeF~;i=EL6ZY
zuZt{eVrgLy_g*P=QQTH$+KaAa{&W%n_20LQ6i<@^Fg+eYGk3m-xr0|CYP?bXp$iK!
zu|;^6X~1l>Epfzw-K3VwAV8|w^4Kx;w{IZDZz>2?gy||}Snjl)K47fNV;V6M#te!G
z5C<^Qn^^cTLede?7qoFrzx4ilj{uWqF=c=al}6H0N6l?);1}oBOc@2Jj&|DX)mLw~
zUZ#)=<9omvw9gB|tC!aoSPRL2KkH0flthcC8LCTRcoDK>?@fWZYVIR`t>t$nTf%*d
z>Zv}1Z0|8d2VmB>_dI_GmGNMXe+<+A`E*A7`(S$<Ii-;7Pd!^c0gQKB_J`P&h%RtQ
zk1rUT<UxJQ-5cv9wtuPGFv+U|fQ+CT@(SW}vO0FFZJX)?$f$(z^8K+<<*Vxu%G1W?
z(|m3FZi8<=?Jvz4c8?Cw8tg}0k8z|5BgmdWXfi)89j&7~eyrkK@<4)aPMpU#|Hq9N
zJt+bL(5e5Dujl2u-vDDz2`K_j<}l}%<a`MoIYmrsb{s4Kj)=}FDRYs5Zz)s6;r_f6
zDkURBLQ4zVz9Fxzjg27ietkeM^A|iN%$lhX&;DY&B}*Lhos6Ht`Dvp4Wv%iF^K(nc
zc5~@=a0{~Q;yB*&(+J7?B=Oa)kC+x?Gi}7Q-uunfY$8KUPEIcKiGq~0)@%ZMC>qC2
z>J0gB-s7?otBHCxEf6F-?%$DM;1_@s4f+_j6HyE1E}ubZf9`=0ls)WZ#00oW#Wp@9
zn<m9u$`Si+0Tc+U|Fk_jJ1ZYj1~}rB_kLPrJd5kj#6ep{MFepBYc2NOHZFgmgDy27
za79bpxX%<{TL$cc%U~sCLW~a|;9p#?)$$0@tv+-?V!F$FP2Bo-uyjMEe6x#U3;X>a
zn(XBwdtng~#FIJFhav~=ne=W(woH_n_+pxx%jpJ6<)~iED{cCJa;XQrw~>=h7)aJ~
zM7v6lGOK-P!ztHr|HNi_v|qiz7Ra}gE7g6&y3CS@ABMzp$cu|wuGTG$(`qowe*a2m
zG2eagOy_bYw_dEwFDM8I#rG_mF#cOOc2xj`D3Ucz`!!Q2i>2nj%g^Hl`h;bVAjEwl
zuYEsEV|mTo2`oGqN+nhS+6i76a>qN*v=1jVz{#?z$p_!plH?9Wk}*@;J6uUO8zPPU
z342ithF#;`Y$+(%Jg5xx1>2sGQ7xp*cTUk{70!2DGpVVx?c+F?<z~dc+MZ(dhJIEp
z740PIRbr}5d|%@Iv&Pv-V!c$&XUzR2g1|TMc(GQucCmcn+HAiyIiAj<uxX&8Quv=~
z;6BYid3!J2{(e<|R_NwwqBk$;OzO63e{p+bw8Ss3NpKe|z$n=7JEz-SZoc{(GbTyp
zx`1E_<=2Q*vk`k{9al+1r3ISSk`uG!gY75<izT6Bog=K&Xo=yl<>)#Rf|#2bW05ba
zQuB^%hC#rS35fN!2Y+T!uaf8kf&9?Bhb(s1>f?`3k_C#jaKKv4qe}9Rq_1=mKNJHB
zd|PjF$E{q6&ulE%I&maZ1=CG%g7Yy7<Le331rI8K&HCQx>GTajN?i|EmVccR?7KYq
zi;j1Gh!yl`m>jXQIQ6%xeyw|RgvbQ&1SX!$sG=R%Iyh2GaiW|>rTj}C2xb#u_Qa53
zq$BEHd%!54Au$S3<>C>McK1O9;GvN?SOYz*D-`tCT&*nvm6U{E7CcbDN)t~tA}nc8
z_#O4e(Rogu_T#+D68<1?x5n8%&*gsp80uEAVFb&cW+fu>4+;u`pZYthzEmjvlkBto
zJh{aZuHMjn{d+zO7jv(qT@Jl8&{_ANS@>4R#MkO~oACe@=M-$r1U!aEgK{m9`)!+t
zI92mt`*Y)t3j0@|>`WtVgcZ<x(nh+}CosiXMXcj^Lqw7r2IEQZw1v9y6LCHMbwbyx
zF*g6oP(rUhZ)i-DQdsWoOX7&Ye!+d9v6ptvSe<#jR%6qf@%Pxyiy<CYu%F)ikDIn7
z`~D!*C>Zq@iCc*%_7pAWD$N^-km6)Ar4#)uu4q?mthLs4$-66elw9+xiYj<RBNQG-
ziJi0`Zh7Uv2ID^#FFayn1(szG{Rd6>T&*s<Y9@u{SBAY_SAR^df3M8wTmN}2PkXQz
zVywz{l;`xx3oTG|hdtRPUehX-ku0_QjH~;JEWLTPEesIW8c>_L$s$XMw7bFaXy5&q
z$Y3KSCC!3WSFo@bq5e0f@iow3<;1gR9q*&$?-HLLJ8)n-;BSyaI^u3`^R>^kVHcks
zwkb%@u%Dlrv5gCRF|3A$gX<ZEp1IO|O_PVyV5;mw2e02dP%!FjD)5|x(g)U3<Bpam
zPNVfXRi$UhVYpsAitfMds%Spv&M__44B7T<Mjy<}jT@i1<Crx>CmHO=tuF$=0+$#L
z-M?@j_-+LEwnX@)<PZB;wGZ<{6q|DB*3Z*cN(pq27P9Y5I+9sw^1DO~Y!Z{U{biaH
zrwk<x*Ey)PNM`3P`|)h80k?QnJ5?+G*6PsBX((V4@vNKSbRc1laZfN5E;@g18mq~y
zzhX~Xs~dvEgK~PKR$$@y8TbX3hZqJs?eVyv^vZUAxD=y)&}FZv&?4>-9=Wm<*JQbP
zyD}KMtD-6?DT%JwnM|VNz!>QGk2%>nAMFj8sWg~Pa8uZ*0ea^@9|M<vhG7k^q0~wr
zHxYy;bdwvmOU|o?H&}+#c%eEVxlM|^a)`d29JA){CH^6cc{879dblv)P=G^ze^LF=
z(bL0A>2;Mq$Yno=GV{uP?$HQE;BkGkw1sar7TE1~1AX@qxX~D%I}wI*(LarG*W~`q
z1{xJXyywB-)7?GcqK$I3BF2cx`|_}9ud@0xV0u!zMm#$<Btw{dFvoqIG{rM!#-S{~
z!AgYgslm|ldgf)u)yd$KPfJeBBpQ1pZbplCV`mt5rW3p4Ok?jeFX%k~8y2TKVR@{&
zvYv9l+kI(jN7Pdc-rjPZF|PG<($l84*yZwNX_>jgnt;*aczUH?drFh_QnN?yzcc!X
zMmj)ieWHe6<rzLSREW{VZpAo~gtYgvM7id{frRdjhxDz1p*Bu^BAT_+?KA&UEb*9d
zbQds1d@M-r?d{#Xd6f>v^LMa;vuDED+$@*%yKOh3@ZapRt<?_t{oQRb$x(HR5j&VQ
zS%12Sc)iRNg9mfFGFCk)vV3Q9X+Fr!9Q%hs-gn&C=2L5FljZXp|GPTQ;v~Gyt%~=w
z{G@Z{%GpPf9+;H-<)q2U+D2LasL1H6@%~3$gxjVM#r?s`Sbh9K<>vfEcG2(cQoyd^
z%$Bu_e`frJLvMlSUIfn$_`mtIDf-V;fbAjye>b$%{3I9#T~cQ6u=JpXp{wFBQh0yj
zJgIwehwOU%<mIuSh;R98I4ygBLZRq=lNP$!lPRO8>`t-Xl41CJrKW$<T7B47!qhA@
zf#LQ>Z5oIIbAx@INVlvLxhIuZQP?SoUw1+P8CjZrru=U#+(f+rdn&^db%Kzc!rK>O
z*OugpN9P2#u8cm2i0fzI{?NBkFw`H2*Ez$9gEs7CzwSg((uU=SUk0tv`P9N|pg2{f
zb~+;|Ypk!{jn6lhf5)q5XBJPX$1x6u7dEtnDoORm%G)xUUJzt_+W#m7H+Ewh6z86-
zW4F1X=t6dslN<Purn<0KaPa})o~6UG`G^SUj!oy5R%uDe>9D`bj+Z|w{|w+mi3BzN
z_!-h)V>1GS*yuldFYcMvEb0UnNpKXv0u5gsE`vGd`;mS1{xn0NIBuo(_AFCY#?VGY
z(MHJJN=5<U{(q|JYqve^SUe6FWb22KQaK@>9>yrWS@~EKSUr#iW0$FN`9OcsB@Ys4
z*0o^quBLtNUX4a;${kKq7J!%5x30?97hYJNnAgN(n@N9<FP#uk2$$?*<3V~lCnDuL
z1ddEZGnJ{e&+dn`Ms+MatXs>7A?fM_FQ{d2OJ`w@Da&7Jt<e#l;ftAMaEMAYC2PB$
zB?TW6XL9(CwD|H%Gf5W1n$e+#su%N!^q|t(9OsJEQ38sLz*S$|4KO4F&|-$OT}^qp
zr8C`pbIf1s*p~_@81SD~V1h{TcNlqCM>-AH9IU$6Ve`w!U9A+It1Q7yR-cJr+MiO_
z!jX}+$nl;)uc8mKMj9F4f=!}m`wv#c?fMSrOK>uHX{G<<k$<r)%C)Tz>T<KOu@w~;
zH?_ylhxfRww>qXa(*NzdWBKNXzaqkP^BA-<t_eQr4SY7;{pr}8hg}2?vSW!5ZBF7>
z`4P_gy9Yl6cE2(NVc6+OPcG($MG5wtU++IMK+6G|=S?lSNoN^H{SCo?WzXrAt*=fP
z<a+UOae`uEU;s#Upy2z80zj=4|4#0pKG%T+*Vp|B2A9Zxksv+RKQj_dknaoJX|uw<
z`}VU(3lc2&i&;{7f{40wA3bXvUzOhWUW$F4<54GU^@ga-GsjeW)wO+E>z|dDVXLzT
z<gEP?wOaRg!TK{oeh+pUeLFp7!D>hVe1?|&dy(mRAEXm8a{9ZQFMi&Umzd}G`nL4=
zEqr13-0K`VSWf)KP~hRO(To-wFD$mxj<s-XS3IVv&h^0L|H_(?;=G9x(W0d^HujJ^
zIHgP-?b?q>FqNQk^GGW+EE}WJHUWDCJ%1`i@6U^OcWnf9vVW%rV&c?@f5t+#5^s)_
zAbS_z)t`uAQDJ%AO$2mwd=2zgI>?#b`=i$Ody!>V$mp;?-rmFfHBh*WZpF%E|EqcE
z*#QB<=rPbx2zAu{t6x6+wbN}zCaC%JyW}thz3YL&G3cqSRZp8!2wrqx8=pIOWbexL
zY@Ko2;L`he7xjONISjz&vA=?nG2fQlkQn&aj*unj6cr`6@`~TL(bAAd!-a1yFV6s)
zXvL(@s?Lcj#Vf`hiqZL66n^+Kj$f#7>`1IsA#dv8>xfwW|7lfaEmQ6v38IFK`yC-7
zzSNI(!jO%$q4{wr*vQTv30AA+wjDM0FAssHX!2JC7YCKYD%sXaCx5s|U15NvV}C`P
zoFONYg!@P0S0Ued<@#t&hS0drwmP!*6OWab8yv!CZ{Pc%3fBDHPeN}pJh&dVyH9CN
z&7-qo_NGP$+jqiO@rO=QA!<QmO-_MZ4d<gvQjqv;dtNls5x*rjzZEa23Y5QyGCndt
z5UG5oXyXpL`)6C2IeymQF@W|ysxkImf-r2#&xtT6FyHusH(vb!<NZ1(8OO)lo(MRw
zc`tiAgNx9`k3N6t*I~3f9YtJF`N8qjttfP{6FBb!KdivR{Td=w6x=;J)Plnx)1*<*
zMee?R7$hHS4F%ptO`g)FG?Pjz3Kj;>-q6P#aO&%wb$vL+&C3q^e0a`-R`8#WRd<Iw
zXO+M%zyW3EBQ&1f89#9Xt>brR*TbavV|QHu#MK`o@yQL|XJxP^U<<$z^jU*A<$N<k
z7-+mV4G<ok@Xy<H`db1~I?koLm^MV*u0SM1Q>Kqk?;S58p+JgiKOj65s!ay_yNMW{
z;4gjL;dm6}BOmuxu0cKA#tnzYd7dZcaLQ+26P?Q0JeS*Q1hzUIdqy*>b00Aocs&53
zOEQPcoSXkv-|<n4T{rMfw)UxIVDqbrRv%5BS+*k16d2ua*wd`0ntILf@z_!3>S7@W
zi)|yHF<=fYS5m7P|Go&MHp<^!;#SXu)dWm_8Bb3rK<{fB^<J6bqc8^B2c<_lWxmO1
zzGXz*maH*>_>Ya`<<VE3%U?BxSa=8z1Rh+^HA^hJQCjchA<>xP+j}4GnIbLEICQeD
zM@-PrFlm5AsKt(Z?gzo`Yz?ipvA(Jov5xn?@3R?O`zvrcF&uA5Czb$7G>R<+(dE2c
z$?`G00#=;iu<{)++XO~ia}A;jC-29c(8Xcd1Rb5%TZK;=F)_WZQI%{j`sUk^+WXTN
zRWGW0>4b5B;Q0rF$Uxi8@Bg?AU9I0uE2>*v<cuJ!%2ShgYRkUvG=+O|h&)lFDAlDq
zdI(K3Tc-CTp1k%;AkprdD++yOGq6A)LrRR9oIFm<>2hgNJ)?s2PSJrzGe9#@faOue
zy`7DIK@-w=V1Wl0IMDIHw756U*suLpc5$ExUEY5eN3DBjvmfMZ>J7QH6+UJn)fY9C
z#lMp-!E?JA9TFNs$M(F+(a_PQ`mmlt1!l%JoStTKe#aNlyj~YLNdu=q<flGhR{fuR
z=Bv^XI-Mzu&L?bKiT!dQ$!T(9*?YtqZ}kS}nmXUHFedplLy1v^_;h<zd<zccBUr{_
zp=JeJH91|w9>}3G1cgkKvxO+wYBW5cj5hGI+-E)fBK6Oxr)Z_&h$X8zFKX6es?hyD
z0Sp;?zRBfH?7s)fO5C)jzI9`J?0i@@S8`}p-Bls5<NbRf_@UJy0GDyFcIOpfaQ=i~
zwI_Yo*`3qdPzC3sF|n=7R<|Y7;7Uz=HXl~m85vdz&Qvrcm*r+D>>6EbZM!1HYq)g=
zX-@v_@q9T>7TMuYj&Kqo=xG()em7onP$<W`JFJ{DtnCqQHDZa<)Er68)xvhXS~XJT
zl!wt{Q-D+u@}qA^fSEs+S|ecI`!(x`S76fP$K(mQ*U{JeUFB65*!Gmq&Fw`wW?-)&
zzz_iZ->)bziVwaz-)E2<g}~OUnycYmdxh;BvL{2i18etY%E^>N2m=2df-SKvDmrne
zCBredeuAyHBjS{<FNRh`FVrV_`>WiZ!72Lhj&^L9Z|sc7I_lRlpr6;Jt-er<j%;Cr
zFU(d;pLBUX{;^*-K=AK{=rtct5{H#eri^yzTWv@9f*)2s64GVe!=RVFx%E$Q6PajF
zJ}|xw8N+X1XEH#Mf}+!2M?9JdFTOixHTJ${+;3-4yl)1d*s)(Ld($ByHxDhWKz>*6
zd8k{j-Ol#*2mkYE|2`otrX}6c>*=Z3edk;R!h*zgi$E(zkGJOCQd_J0E??HicaR>?
zuJ<Aw35D38M48B|;fyOV$I}6^{m%z%*&|s3chuMoU!<$96}Z?h8d)#2fx#`;yuvSh
zRGE+yljDV{$-cWQAo8vOt)B$qpX+{C-WbofZuUl3HMlz%vUH09-A6n-3;wV}bS8C|
z{OfO52HRr*<I{l!hU<gbx7sMWye|69<;rj9!M;x~*gd{_)axl2vSbC<2;IY(TR*{`
zUk!i|yE-8?XQzL({~G+iFAf&qMJiQK{6KU6aeFoWbaAzvQ~Bob^%QY!^I`1Hm~hci
zV*}w@hR6BZ$6}#|VQjf+knc6;9e?o>d1E+(O?&Z$Yz<wo6tNk(izfgU(;fNr=o_Zd
ztsPbDYbSW)`vrync9#wdAUrG)Ke|`L7sm{Ca@HkkU($yi7=Yf(&@%%=r*BkXsw;YC
zlLy^bmB-Z!neFJf0DC1yhg+{}{C52B?QQ_OgMQ+BVYl6JX(Tg6?ky&lS$x87byA@C
z-ctC26oA_2|Aw<Tw*JBJQuFMa(i!#6u-TW3$LZSsYv6x9slS$}n=(5{57-*Z@$+PZ
z#ftmaMKyF_d>n&s0|7%cZ;1C4rZUCt0t~0>7kvtUJ3{P+8;#Y|@K`q(MeWxIlvfFD
z-;#mC_nCsVpW>&eq6Xi#w4=I_KN0lbl^~~2?A((7cc)=I$&LSG$XL?WVnTxdVhXXz
z<14^kBb_3h-81;KHHfx{uG&C)3U_DF7&-I$6nS&N$#{D}+Lg2Qc58>d)weX#$?@%p
zeh27%<)Rw?f2CU{kW3LX=2HKzZqgOyu+mR~F3kr@<U`31f<oV2rt`9KFdlrDomMv}
zhpPmhQSS{bD80Xl`d_|s#PZl#3;e&E{Pz#*mbIp;|NYDV{fY-kku(LQ`cNO^YzT4}
zY;)bq*6FJw{B5oagIBg4TB&tB#bO_uM>|cQ;kv1=W5Lc1$bJp2&|KS^Uiw<7XC;W%
z5V^a(o0uI*b+$(tXUXQJRgr%{vqXcUlVaNjnvv-9P^{4IcKH<Gbduo<kLQ!B5iKnU
zw+^P6CVJItFbi(qF>AC?)aGXiEQ7Q!BS!SUHx$*5c@-%(;<+BOJx*c4Y^7K$V8!iI
z3`gdLq|Fb(`xY6eaS*0^6?nJ6-da8W)z<6G&Wd+q*jw5m#Ic$~E!36gFP<2j6~H`?
zcSHZ~j2<9`VKpeG*=T`;PPa%XLo2v4$=;esRuBlU8VP1`OY5K)0Iv#zjoQhX%PK4T
zRjSpZ#l7#Ae}OjaLg72##l3HNtHgnL2XG=lrHvVJogt>3H6gN>13Qg*>-)`kBBbIE
zjwTV{DBUR|wSvLlD8)s|b=-cUmVRNLkl)wlM#Ies!>vFd7QIuVLB~{gd-h9g^N&CX
zfkyS#)Rrgbb^3b8rQ(!Z{v{x~*Vq;*`-ERJ+Kq7Q={`bSnjjNN3OWga?^hay<!h;|
zUB&h?92i$O<ja$?3&eZ|^@@9NvcDDEd8zS5zjU%<LsX&ac@|Ra7u^Anb1r1LZs%fQ
zO9#ck&MgyTd=lMn#V4S*wZSM{70_#1BWDDZAurm1TT8_qNa$N9e_cOvF|iFQO~LiF
zcVGs$`T5+@Som&&(gDf7Zu3rq9J%bPfpnh<kJa@C%Q?t<&OGiLTVN$lbLSBvVv1ie
zz+Us}gsdjIo%Te99t0v%qV_l#(Cka$<hVD&Us^-aFJ&lh%|uXt^eqaXTn7DY!}s6I
zzAoa?in{n>J!6*%Ma8gT;Mwl1hN^&GLV{=nhmR4NZ2Jwc;Omyog8~5ynYrr#T2e8!
z2$TEG+*foCgXA=)#F`q((MjF#gOm!|i-a2XY@Bf)dU|ux4RPp?eG{4lPbK4~)RkBV
zzFiL>*6tQ8M~*Ma^l8Q1?y%9vov4D_P6FC8-WCaT$G=rjhOIN1ScUR_iPT;#_J7zQ
zjfWz;$-g%LU{TuP+6;(^EmiL+K9WJV>hOm}(PohNE>s4QVuPfvLHYhPfQYS8+WIBm
zbdbr4-&#D-NaSkc{`28!aUgYV;}EQ&0f&51ff3V<^Phn$3UH1YPr8d|g#gZ{^Sy0&
z(1TfmGnth}U+%*dz-_iIR9KX?bxH6YoF|yymNYSjg8tipDU6AyN7%@cbcrm<!Z}N#
zBbG##I_cb|KJ>V!Vc2=5*e(kf$S_K-HPO$oGPicY@1}fOODEw+oXF~#<r_TCOULEn
z32-1c>AWX0RVGh^mSYm?$PK2a9o%nwI|$n45A(;eT9fJZ1Hvq9zN{+!)5Y@j)pLn)
zqe$I-qA4v9RIDEdj4pN@31tUiQ)~&Qsj{zV>ZiGc1uAT$hl`3=1FBq)Cr&|X%xvO(
zz8T^A6{82EyHTGuVHr!eCZ4uwVZ=^UY>7oj;S5(rf+O<vi-OU)$YAhe0~qYH)AOAg
zYf^vMmG8)iu?Y$uFUXM_xOP*qM!fO_N(juP!n9=`OkCiUtjlw(bn~^gLilY<GnDym
z(s6G*QM9&j$Rn1%EEjF1L%r<BNKKqU9R|+sO+LQ*ZW+5d)aHOzH~@RZPNNMjer1!M
zO_+4gOC6$_)k|<(&xtdeNY8Wqn(3d{9S=6;VUmmnkJ;~+D!R=GZ(WFHWkpgeSrn~G
z4Y%-e(C*5TSD3Aq$Bqf3n<hdsSeNaeahdsJf-vDNuDcS_o!=XS&3r=QsjVxLy(tOY
zrOs?gR^OF1J{e~5J?>QF#-x%pQD`{+q=yj+tn7=81<ToEw~-jDrD;wv%!0L<fu9)K
zWptn_VMLb}xu!vJYJjpS1rRurf-y%IT2a0=(b=ohT+2NObmV&^9w`-u(ht~RTfy!&
z$7=gD%%UM-e@^%TOAq8l_StRG+phFEa(fmm7CF^BmULL|m{uD;DTaIHuN`dWs_pPG
z)REf!Wbo2gyYFe|?WD73?z{D3%yu@#y*JOdnP(`-&ne+T6&#SHS8#7+^obPS9xM;B
z!*hQIJdx}&(<^bJ=ca0X828)~UYc_zcu#!UIlV8A*N|_Dt5~t8CXL(HMWU0zksEPu
zxWA1u49pCgOc4@81EfD84p{%h(2fUAVMUKPJG^uYMMXTVsDm;@pUXE^`G2$kjK~<a
zzjiW|uGXsNoh?sa!XLsZJ$Rv7v8D9M5L2n*x;k>KB0Lf{@yQA>b)*eb>!P}hi0v-U
zU%~lngC1y64an!3S(zjset|Ocm_f(HTv!g$5<`2<%N`2HyVEHI=x0<J-@LDgGH7W)
z4LB2;+>$1>%vq?u&4r^m594$fPD<wt;C0S%^S*|JKQAa9kbW-+rCs^HEM6$d4IW;1
zu=7-DGJ7{5_S*4qt{aU2cxyN&6;vDvKEZ+k{D1IKUJk#ha1+MmcjS1|E9hnBZ54b6
za8y)$s@?RozD7;yv}a<w9IK_C^mQ@CmJCw1-rv)>-O`BnNKmxcGsAMR36#RXx7ZVn
zv<8OlI1-syl&?<M2MBP)hXaC`iKX!{P!{<X(MwlRD7u1PM=LN!oU9I+-^6oZe?q9d
z-GnQhZcqSzTXcz&SuPMKpPBfa24-~^u&fo)I#yGaKXhUAvF#MCdZ%C6vG)?bfADCB
zA=$kteAom&%YY)Ot0R(~8rIutS}RHo01@j8QOa-JIkGj;$Vz_PG++tbA!QB9q-`{U
zJNqaK$`bC+Y}S4pGcs&r1>~fFF7Jqo<@PXr?H&d~u#m_!CmFrjrhw-&A^QIN@dVi5
z%GE!PM&)b;D0nEe+&fUPZ)n81W5Q$>YxESiSkWTM(+x+8(l$E%eJIyt(x^5*Y6ZN)
z5mv>5SX3mGu4qYW{*t8N=2~#Fu_aYpMAW}mJ;7P5p0lqB*K<Ykof>9^A(#>sv*0n>
zb9a|aS>!|29&zMeSOAP%nDsp;_<rn=+<lK+xzt2=g)3WhSA8LF11E19bV6EPIWKYi
zH`WU{{8&7wzMp4vIH`K`tRW$9Te7oQ1s9sRnY`$|B?%TxKUBY9YWh9S1<SV^L4<`$
zL@6KRI1m)k!qU^xG8W~A)Wb(#ZI{TI{9aFHlgv^4beo4uM5$#&k56}mbQfYRy_;Wr
zuOXtZdYz~Rh!1v463D15wi(%ya5LBCp3G*EJED%*;i|varAx}BPN&DjcbA&xD8WX$
zlt>-DSso0?h>LTvBf(~`E=v(7Na8a@n~74B2TYlpe6Wc#FyR!M7sbfYPgYk32p4L0
zCD*6r12sfM0e6ST426VO^6O(>lRAjP-}#j|A#IFR`J>zjIylTsp$qv;b3{#~z{d<^
zqd_i;bb5AaY+2Mwcnfhamr`tN+;XnijM)i93gVRt5qjpBiUx}_PH|Hj&^GGr%4mH+
z?qXuTH~4NOPQR(a1=%lul06s^#{-Tr3er2ecpqeGobo59FyYjnW#Us)i${>7_r&YX
zVfHX!7G?di-<xqig=mBAWis}on(nlM_Ck#`7^3A7gTZk|i=usP>&@>0^C94BB18po
zH7wGHQa{LJd=%naJG5p=-@tS3+ux{|Mjxmwd7<v($TSG&##DZ*DU{gI+Yz&s>xs+o
z=tlv_YOP<TuR;+ti55E8>*i^7*?_UlfGlAUOIpAT?A%13JfY1xO&GOcr^OWchgp5B
z%B`jl(P`zrxeeLxkCUMYOg`8Sb8;gwQh(XP`K}y_ei*8`GAWdDs1MmjI+_boQ=E}g
zXhb>CGT+?rXSIhN0>=VKz?fhvW28e?F!Mx9dJ1qC+<lt6UPFfRWNGrnCWMYwo}&MD
zW8Lq_<=8Dop)66}nMF}opAG(v2wJaRCEA~aK0#8h#Q0=I#z`lahacH|NWzZhq>072
z_46Atl&%dio38x%GNU#`!YHMOuB`eKX!yK?t=VvDIBNJjsgKvOUwF`h`e_?3^cQEN
z5UHcivqY4Mt^BDmdf5brow?<Jp1eXzH4$_W2<s0*?ooWX%3Mi(J3x9qHvx8{LmI5L
zk1_r{A2eJySzh${2PpnRGStn4nd$+Wx2ETWfQ^%Wprl{ucV2~K;{<y0;FGnUTQ?a<
zuRSnF9*~7!6^07tCh)SfLqZ;_D$}Y0OQk9(m<MthfB^G53WM8Jromo<0_++uIcn~4
zn1o98ef&6OL)+#IQW$|LkXe+?4NPeogaUFPI194Z`<5{#=75EJkMq=Tg()b}f?#EU
z@mpA}Y|A*H2UuGK4m%fln{!tbk)Klmwy)M(U>^;avkE^YnjF$`HUH5i&$t8np*?!q
z%mI<6ije_OGRS&DU|BR_Z)-#PQ?<R<Lf?MVcBotX)5yH9Opvvq4<rO=s7H}r1eV+A
zY_YGt6datcr>ee38=g~Pz&AeREevlpS|@J`sPRC@@byT3`9sC_M0jbJTC)W!ZvrT2
z7Q7L^O!!ZBQ21%eJvn@d6P9l7w`#(?9LJtyDiM90D{Thu7%-zv8xRQi5?kgZW4*Lu
zt3-KCP&ihZK68SU_knNyW3H?ir5+)>%vfr{B(>dFVB3LrMHs;c$U#gzHWZDutXf9n
z;CU<spBQS2u`WGqu?^G-qbV%&c}G!jY`-`OMf@5!A$4zh1)6MmZF%N;T6;l6*da`w
zr(KE=Lhy|6#G8>8FUX%2xKVN<E40XZb*Td)(X^29_7>HJLQrCWfhurf=Cnr?FcUTt
zBSgE5;4SYbve+HLM{uI2op6J`W0jbK6ipbVJGLPgE%@1!(&{=oQ}BB*D7!X8-6DWK
z&pJ4adcy!&7_KTI%rV2SGegZ9fOH{!WjQII1e>XWS^W`n$U=XOey9!ec6bDvbN_tk
z6Y;!2xj$zS8Uf-Agq{0C=tXizqt<|_7zjZ1LJn<e7I>|Gi%z!K+$dFBmPs5iX#Unj
z4l>Wzxry>NXeE=A^LgirjK%z9(G=g{If)8=G(=mZtqE~h9km5~+q1w*!KTU~<s*5!
zWPy4VwSeoUfREUK@OiR`pwtF+Uzup;f<8*$X1atxA>emCp}-d)a=+Avp#|IJLryXP
z5kbQ|3v?#LK#Sd2#(!#jmkj~ORehH5QY3F;<hLINGsnAkZ1%QR$2QVNb7d87Lrc+O
zj=rQ|zzqdATz-J2{nZFWA-K8(bfQeb%@_V=i{8u6`Q~J_V(c$8=C4E4UoS7JxtDOJ
z>G_y2zPJ|~OPm7c)`Ifs!eY$1$Ib$M<d($bx6cd`M@mm0l`AbrEN~gTmj)5cgH1@c
z=O@cY%h1@TT_)$zp~g($OtYGml3k4A24|+pah!k9I9<acByiX-SwK>Gs8oH)K!(`_
zlox!W1p|vuk>z$;M;j%;tx22=p!_bK?qk#P_>Mx_r@)@1QHo6c6sd*Yvr#UAIe2AY
zl+u1?2Q$cj&5G_>9n=&2VPbKQ2FH#D&p2pukOSZ8#&-54htO3a2?wUDz$HRNdUczS
z9R;lQH;xUKnL{Bub5W+Efxbh}9}o|eLB*&2`u5IGnFtLc1Q%p_qg>jc^Z^Y*VoRxm
zTwYTG6rF<zV(g#v1R}_Y3B=3>s6qxD;@Bk><vF+Uocs6<1=ZRhpS`aQ?(!Tb=I_`5
z)wT#DW)_b{_o3)86NBy>zWC%V?tW#Zc<NMm_1=z<ry(uSF(@P!%M`0kng4x{%OV|`
zwdqI)Ow1hgI)(0Zb?RQOj9WEI_7V6D@j=kp$1~0~{Et5LkJ)HgD1Z;)v^!+}%~#L0
zA%Zps4)W=WE~sR3FecZIpZNgP(TniN8JOUWh(9FLZ>}-1uq9N=a&mAb(qvn5hyzVL
z>BW7LuY505-ZN1PWJoe<T0EXi)jVDJo;DVHZH8xR9uR+^q?a6}Oxa=Ps5pXeSsQks
zQ=Hq{+Q1D&gM3u@sjj(nqFc1!1@)CXCaR+RxEOxU_FxhC&`&ZCNMu#cIf<_+?i?mS
zX<>6~cQcW&z`tz>InmR;?&d<i30w+~l@O!u9|7)wxzPi~%2F8iC%}H5Hz0-LF2122
zQU}2^&#BceTS`;kW`l(dGDhOvDI~}>SdcYns86zwC77QqlHybosDe;@#SO%6o_>K4
zggSL|r4~U|2wl%13%>6zALY~&OWY2hi6-z{hwZWzwV;m=|E=855)|wfUUd`cI2kq0
z_6<dO9;VuQklPAYlek85%Q!u-H3+up>@u<Vw7`I2oNd+FRt^yuJ@&i-90*zPJlzAr
zeeq}pPNX)O56l}9qwb0Cvi=0b0|$;d*}}uK&8ecz{N;jJdqjsr1O#Bi0n>DI6C{sA
z)*{eYgT~zdWJv~xijSAF5Mhtdv=~{bGugZidkHTDTY7Bxm~aah;2pTFANc(sKJpry
zKqn;h+g{+@V#4GA{+ADnY6n<;4q1OY=G=v*Py{Ai0!>_ujv>J>^R*T3we=beVAp|g
z)Ik8rM-&De9r30_z><d2r2#o}Ci~i~lr0~chn)Qm*)1!G2zt#8oVCSaeS3;?^KFG2
z5)0({+(DQWO_v?PCmHSXrtCFD_;@9S8!A$YA*=Lb8UwwA?PNRR7ona@pX)SytWZcJ
ztY9;|_GFNm{rw%(m!oEmirKX&hHh{b=B-zN!esE5p2Iw$LnVwpkQX~b6cwcSsOU}W
zHeUPW?_%P9$QLF$-QkRBmyAGFyC`R+XEK#Oeh&Jq%!((l)+Z~#ys15nkp^{Ug8F)1
zi|5eOpdC{5jqsST2Z2m`ivDeT4-_&zE!ka0oOy-%N_8(Bh5P)=5K<%;-sqSODg&pf
z7Z(3r8Q&?CS%yI*HNz;weue7Cc&iZjQzm^Qo||x4Qva{n!~E1Gxr(kfq5y|;FA&?Z
z-kF9SAFkg@lD{scyvKO07#TX#RJRGfHLiGJPaW-2*r_m`2yZ0HUDw!${<HvG>@m+w
ztwSw!G$&uUt*Ec|jM7s8Z}9rW^H^Th`0T9fY(AazU~qo8RvY1<#XH=fHbpo$VGzZZ
z9pSPffg8&+&=rgKVnDD2X{Zt1I3kYb!NIL1|E>tSd=?b`E==o4NAboO0hW#)77otn
zxbTBfjC(g_7}_C@nyie1XL|l3pjBVK^VNk2@^yP}!ov05`1uym<_z^b{!IBwJng>U
z4Ggh<?_D&5NKmsvxDB~UTk*kYzXBeRgi75L#5#WPK9o26*{Z{{jj1NhIYfdZ>PVQ8
z-K$E7jgT?LpS`qHRHjKm9xvsrX;%obfc{ZTjq0nq5vbn^;YDSdFg{FLvnSld1;^8_
z<>=OR@anBd?qQL-*~5Yr<<Wy&4xn-!TN1Uxz6WAFCgMi;va*TJicqT?T|M^IE~XjI
z{_)>aeg5e6K%nJ{5wRFYFu*1`3y{WIz2vjt#l!yr4j>(O+UTFZ=W1yNhA1;+u(S2N
zXd$MlBE6484POOJn}z5Yt{aA2nxJ66p#o8R4L{`#s)W%c6SwYCj~oln{lW(YE<3Wd
zI94RIt@cAFE_(2U?brkzKB7jv?{gi%a%012X@;J4hrrf%38k1Zwrk{D0x~a9LqQ54
zv0KhzE<Dgid$gCon>fxwy5$D5Wk3MT&PehRCNhkv0CtfDhgS%w0%VEC#o{C~d!MqF
zz_GWs8l*tpkMW^KGlXgxYE95RfF{;0|0axs_RXJMRiFz39!zrO>*f?aQv6$Vh2YH;
zWk8*B$fF4kH<1v16a^&(_iqo$gOGIYGf>PwWY-&d4im;|7Scb^7;Er^)`S$?bp(J+
zG<xbMLz}(X-D`j$f6vr+!>or;r*R5q{t8_@3)=HSJY^%u3O#p3VH-8Uft9b)Rz`YX
zk8U=$3liqYAYK%yW;NVS2Iu5g0WQ1Fwh-O`w3>ik%7C08J*=Lt6mKcA=ZNIg#^3o9
zJpk3)**FL>?G%Fz(lieSuUjoo{=pXch3tv$BvG0{_~^po>`_Q9@EYGT;KGTCI--dx
zm!TSU=WQA4DGmA|0tRmwqCmZkyv~`8v$I$ij{5q?+V*{jnF+Gkt~uy-C4=yaGyJov
z-yHNdSI}51eYTXczD+j!V!u}v*kQKbbyRte31ZhAe5*H5?r8CRsmTqfwW(yHo`uIk
zbY6up*9Lefg+4J?upYTET;JM;Uqm)NW=?~!G>Z{Y%Gh+Sjc6uyKdy(4_bQV$En_yN
z+Hi+M*PfpQ7-KrMdJu*OO$2fa!E6MY<9!@WGEsT91rL#M#w`m8J?GT=K#NbVePG*i
zREo0@VPK$qDKH0?ueaWD0!$2x5D;}oDE5p?6XxuydyHgIM;&602F^C7lD`yKwKttZ
z_~8kE#FBl(G<spda_Hoe?v5Up5J#5zI}(meiLvFXjIs^}Q7R7OwLH%H5@Pk&Xz$5h
zIIJ&;h}&<t=BYmA+iZuB2XgrE;gE9Eq&Sb~@*<P4>7xpVTnAw#HOiyaX%F&jg1q~<
zu?I}fWnBIQ>4)AMU9gHRs5R;O8wX{A#Hcen=L}c$36P-;Eg#}&CvO6tKAjge0^B#7
z>&lebccPHqR>%Kfl_w}BjI;j%xunuBUO0gSLO}!-qkwWBao~MA&(`Ms{B1FXcWY!m
z$80RKCNS|j>=;xJ)aqKKM-J$nI&>m)DfHWkY(b-)O4|yRi!$!@$VFj>jKw3Nh9HT}
zSMq0kOR*`K63N0-Bj0w+oUcd5`e)pvj*7n71t=MMKUtIvya_~w%=jsDB85wkuPnTa
z_=diFo|u9MB!p8~Ue=H*%n`&r`|c%a3zzdycTXDpeYO#8y-46q&_MdlLEz;gz`BWM
zV8^aDCnt-KcLiEWV*?GYERIQ-E)n&j!Uk#H>4iZddEqxS8n$U#hCck7Fkund{9Lzu
zW59D-jvrxx#rc%=IgUW7(d0ky(L9To8m$Oii0|M?^#Af#dGzi0Jy<I&u2zoV^6EAJ
zD8|pCD!Ay3h+=c5@tbD{l~l5=&QvNch1>8f$Nsy#*ixbvr3c%lR;spS^5AycNb~22
z`7I7#trH$4N<&=n7W9$<YyYRPN%FKdjW!2}tvK-eALwOOrpp%(Nn)LkW;0C}c;31M
ziLQ0f+|8f>GU@=1G?|4f?ufzzXlxnhyq!D6$KL?~68Afv!)K8}MbmY#eEWYuEMS@U
z(JVI`2#bz0afJQa%CW${e$w2g9_8;J*@X!(3YAjt5U3`MG6dU8rK)=7YpDTU+(7Ts
zp()-6fV^C&tDYze7<79JU^l|^HfKpp7SbvHP)a;7am}GJ{sM;T@)ko>NB=+6y;X3W
zJ-0PzW_HZX%*;$NGcz+Y#T+v;JB}SYW@d<)nVDl|Y{T>mIp=(5{;9c|i&0gVtGoJ<
zEcKSOwb#<xg%1$%zf@3RCgsg20>VMY@T5opc*^8f1=`x6N8r^3?(JVs=Q7O>1`-$w
zH@rV#EZH%idRsm5r_8sLT)d%FrsAudsLpzk7Ct*6wvfe(Y`ZGmv=Oa(tyLxdVl?GZ
zjp&ewuCcNf95o;i*%|Asxy%^S88>I$7e%}~z+jep{_bX~QHxQTt-ef%kzmUF&2|<f
znGi-#LM0H&iP?S~Y)1>nh0w82Pcd7v;%jL{4y^jAgcB63%RUU~<+Z?a+ZO5(4t)Qr
zq}v7hcExCjg$xp50840j+*`t~`=Sa`m!|yij`ycd{G8e$?yqZW&Te8Tu>(BAXoQj*
zM*~)Y)d3~(yZ3AK5Ne$>NXNH2`%F_}@89IFtlcwoLNc`e+Ce`xF<w|n-9GC5FvyJP
z2&S6m9GoKW*W~JH()?ntPk3_!Uvp1RY&K{}kZEU^p&}WX5t08n4&;{ULF~hs<K_wf
z(_24yfcc4728eL?>5>)GL&0JK<irhHgWO_IfN(IUM0WB^M)u4h`?(z_Jcg&~oA`-~
zcO{X&;vtFcao-QXdgx+vCC!wk1v6$8kc-#cj`la0>NlqpuSsSZ$mj!&r;5CfbK4W0
zcBv_BjVtQ9jwR2)4!26^k5V<!SL2w$7pbXeC-Ke~_WPrUwc36e_&m!*F_!!wDZ&MA
zn15d|frazZUH~Ied;023Hz3XKOcC#13)01aNw~ZHeG#9h$7o&rLY&X_jT^dgy_&_1
zcoS6#VQ?a%@^2&;iVQJ$Ls$7mP17rSCIgQFI(PbQ`cq&d$=*xGYEs20^U&I2ARD%G
z&rWr)xqc3L`BrS2rarTSbi+mp@Cdled@PZy7GA=ps_UXVeM~1;)0oZTNU07XU~hGT
zsif|GMDB?lBSf2#%YqI24~S^QJS(iL2adz3RxutdX^40fr8(W|NYaGB_6uUBkp@|U
z3Cid>5YJ(Qc1sWbjHppGYT{d-?HA<_h#X{g)4&5!2O&#l?7%y--^z^}UqozC>(cfM
zey4)$_np_&+yXEmwt89j1#G}S^lVS;ClR3b+KfB~jmX38&w-EqH<bMsWhLfQ4aQ$C
z(f^>Y0N?!qx&PyH;8*_+aQ|l&#a}2?aQ=4%WRUcKVg3KBEgGZ0A=Ll;TpIK*@E*v#
z2$w;|B^(vKk6hDFJRQ2d1v69UDcHP-S~rFOWGUH?OBsj|=p{F|a|Vt-O`D90uJDZp
zrw+Tl#3L_F@~h!zE5_40b!r6_rSbsr@-KBhRKbakUCuAHD9#qeKolIu&J<pQPLeg4
zu)&^2^c{HC6;KOaHSId3-p~HlcN>{5a~j}7=c2LL`z9aP`ZtPS=L`-U7xCVIe8%)W
zflY|DOrsO{qe!1Fc=vcL;)o^TdUELJ_{Ac7qn-SE;v7fO-ravNbL+Z<TP4`0uHE1y
zyWMHc=#Er)p;jfpNkZv})P`^pujEN)a|xLHkpB+sdMalMJ&owtkuzMb+qc>h$k7*%
zyMSpB)4^Yh&+$RqJa}1gUYK5_mtxr|AxR-i$!;xkSG~_RczT+oflvfLFyW{7WdhPI
z15t0v@e@O3<bW<D{*xTz`Ok%9U!}J!xaV_&yZoBomkh$yY^`=02Mxa#+w1n}hbZvP
zHT`(C{^e!>2HS(5L5zi^kk7l6Ksmy%j_3}3UVcZd4n6KJnioN6%%2WCTUz?Y>y>{%
zjvrU}jv_-t@XbC*AWq-mEy|Dx#mIb^AW>S@;}=zkvdrMyF6M)1s0!a`g9fFpM?QW8
zJ(zKP&T}C)hBN*fWQOM-QQ6_${j%88>paZERmP=0^uGY>Ng59bK?!8lR@7ZqhFQg}
zbpZ%qirzHS5cnKv3=%E^3D?$^g72G{l>SbHRza?`R23YBUEeU&U-p}ixw?ZNj^uYj
zW$b{%!QYU1Y*^`c7-o}TOtUEF*8`%uQ#oCh{fX$p;$HxLPV;f1?vhxtBjEQ^CP^h)
zAy<ZxpV7PW{=@Gp_nzH@U)S<8k6Kz4ZTEhv?qSYLzy7fbEY(LPLK{Vh?SMiUo;pO;
zxdUNCbXqu<0_~(QzgEZ#TUAepoq$eU2@_0qKf<WIx?Vi0+kJsqsH4wxtAQjU`4d5N
zQOxHKLo@!AR;5+lhe78<6vMjZL6XB#EA{$U5~<&F5SB=6fgVlFf>opehWkKdo78RM
z_ZebKd5)8&PsFy#WDa<#b8H9uLORex(k9+ktRQAiC<v@s$d?gbMW_>ma*h%VK6SW|
z!B7;{FJFQ%)f{btbngpx3h~uEr_?sz^aNd+LeUFPj*#YMo`<!IL?*>Btax+DX;==w
zoO?>L<5z{$R>MznYp**IfI8{?9s?%e^SgSzB>(o7$eD6%yMxd+)4~b;Jk<sQa&n|U
zcR#A59b9=iUNPtfTyeeQHNMdc!E3uLRhZRX-lJJ9vQHp*OmP){VG>!xAU{_<N~7Oj
znxZ#U+oTa&{ARBN@?(g$!21WnLJ7YatnN+>fwbbwwpSCvvnVFJ?5$Em8DgF-oBKqd
zA6<F3A<Cx5%bSjygvLSn5N(3GQjkt7%rl*9Lb73S8+z@H=FW0bL`2}BWPu~sO@F1+
z4-k}4zygi_lt|Dzh-EMlXt1RY=|fTo81Sd6omQjUc^X0gaT>?Z_FGa`-7K{!A-?Vi
z|4N>;!Vr>&dPOBRDcElxmWTSQjj5f#K!lBQ5>YLpDnlFa)S}oYCj`<{4BtrSs^sri
zg$6m*P_UX2K`#ir5oKO)R+QIV_%P#V#xO%n*9`%j_dU;)DfEG0oZZOwE=ZpZuEEOT
z5nUMC7(si<Fosz<Co0Hs>I?0xz1$lfb9MNyi{MXkSl_YQ^2S9s6_y${X`p2j8cVD%
zqEg6xz7zfwUVOBjx!XhAzs9xdC!Hr$G&0r9vGQT1|DZ1f!C-3JeOF47(?owD0nxiv
zSYosF1}!&qj~I*J6Ox1WnbFHB>VV06lb~M3o0&SmsEMVv@@0pofZl6nE1Z(u)1H%S
zI~<Jg3Sf@3H&F?)4TOYCld`i?g<p4uxZqQX<*x;6n%bQw`z^UvQY5{FRbbL>%d23_
z3NzJf^NC?exbH8QkL@i}X^5;z<N6kYg;Bz;74@(92=UPjrq|%vavML9yXBYXC!7V-
zzQxO<Fnd>XSQ}*Tz9zQ6I94zVLX2V}0fa7TM^lUE;y#fO4@lxG&B*pDf;NhhciRB@
zD?QhOEGFT(XZ9EBUzJNc{Vwvjj#Xp^lP0qfRk_B7DHLf&rz~3)r)aUzy9+eNfm9?r
zE!MzoK^9J_whV^HPY`!<U^A1rs-I+o6W^aLuWO1@n?5VC4A1?UXW7T+kZh=g{?jY}
z?zie8Dyn3u4zF~%CYF|foRC)r`5(y^ufs8pvdrOKv*AhK&1;^?STBA`<S8La^)r=i
zEDW;@M#hf#*(J5$@T&w>aOf&Gms#nQp0;f`&8L$DmO*8Gf2Q_jA^ka}tJF{o(RhzR
zjZ)I(+UsA8NkLctYcH>y)2n2GLIf}QY4fQ|Iq3Gtd>HFj`zl<XUGNx@<~~=!BSI~l
zUf~}uz#yXVUt2yb^@n7)qDSxLN9;R;(@&c|BR%B5FuIYaUrJ9?e*t;}iAt-|o#|qq
z+SbK5eDaE$r6RvtHHc9fr-q%Si;8Ok%4*e!`!;)d%vZUtinliM_gg{h96!nEZOOf9
zMoJ%-4w?l01t*G&voA{z+JP@{htsg578Ukk&YqInJffn;ssMcQ`bRx*5kjfmMie-H
z^6YZ10^4w^4thd-aN^mtU_Fj8bB|M@X8+vT9!s9mH0xyN4y5mhm5AropSh>#MDwtA
za`H1^Ig9Zj8X%&|qs)}yqPg1s@C>$c$`1;SO|(=%P<f+Gq@P4l{*ixz2$pH^yR=9A
zYxq`uLO`ZmuI8Ss`5j{9UAqsBILXOIReqZ9D{r{flbQfdy+pZl*jL8pB$_$tiS*r1
z{F^d$i_#ODW!=6bZJ&vOEFoM(R7faYnMsV1T^Ov*c70+8b;OlUP&oPi6!+FtIUR70
z0Ni)i-{xf3r>oZN68R5yhcX}aIQlsLx};qVsgjY@^Azam*2OQXeV^baD&MCC!LJ8m
zcU-C;k`{X8PwoDIhd`!>(j^ew9GGC|S9fR<ugnjJC-9#VEm8m~#9y$58?vExSLK%U
z^Sw5S2XD%q=R<uJ{Wf1eCj7c8i5rzFRS-enx+6%47-n?`>{p{+@ug&0V+z$A-cG>T
zRwY$oM{2mJIEf*Zw#F4X5t7_#dVmx%5HX&4BIdxH8m7}J6=S4}9NTxwrj#7%(nc5y
zH2I2)$Tn3JUs1f2IU-1?Ysi<G9%*)gTY?g1^<<wJT6PL1pjIzR{v0a;C#TfH(Dro`
zn1^P9HL-$7Via~oCT})Gm@3m<(kAA&=5`JL26X)yOG!+RuLYXMyprQrtI;Y%)h?@&
zUo!W!z!4fc9+~A34^sLPj+F7$(D?iNazK%?jp0!8{{*&e6hDo)aTpV+{1?~Y3-z5f
z-$*OzLJr)(BM~ZEI#>2idTf7n{_NC>Pioba?4veYe?0QcxwJ*L7_=ODMU%?Z0kG33
zjgBZX>x*KAe@}tr=Ma=wUixA~i=x4LXM}vovU(Nbw?hS7LMpiDGqw89#LrjMiPfoc
z_)>%V0_^;RMLkmYX5%rxjaUg3arcsj(jXJhjRbJ&Cd}f03$F%*hyQ3zpqhhMZL+2a
zS^V_y2xNGeN0|xY$JvoM@{Np<vQTFlP}V<M0ZKp`tB*#WT*zG%mPh#C^pgamb~H|$
zSX)b?xNc+9XWWT^6b(PKm``vB$^gm47Mj2mGk)e~1(_E<)R95?znCLnGE9$izn|76
zsbc8F>j!ynZNVpI9<|Bq=d39I&|Js>k^w$v-ui+(Vf=^v?Zu|ED|Zf9Fs-bOd5B6@
zei^G=Fmro-{ieT3Yz*iUR#2;CKNtm^Gr_b4VLmq6#d0u`OQe6Bs`gLx7-w=<CZ6bj
z`veDRbp?rjjl-Y$a34Oz!bpcxGMJp6H8KoKPVl=_nEKPA1QL)RG`qck66W`y?U7Lv
zOLK@-+lKbiBl-&teud25mH|t8c~Q*O=M?HLueSx&p)YElSb;;k=ELpP&>46~sHd(J
z&v1QLXTzqeZ8~;QK;!K7SXu9>@4O0e&*$kzjt=Q{P68rH|1O`*tNH-s1?@F>&}cpL
zf5WFjAVh6(cfB>He_`AS_Mz_Wu<yx}8HOY35LID43_E>+3cR)I8N6$%A$4LRM&n3p
zunhF_8rb!qzhi!UNMOvH5;&E80ccVAo#IaGF$Rxq7i_f<Y4m~cw)qR!AWyQj*6=(2
z7a)l&pOfYlx4g~JSmc}w5{GW&;{cCvlmi>M5SI#Gy+G_FpZmV{H?WLlfQlPdSO;d3
z4?bxN!tcQ?hE^WM^TVIuH+Hq?n*&(`4u1b<y74i<Hb1)K_XsS4p<rf5&LD8;IZm9>
zTE=l5Ti)YPiD}^J;}zb2M3JAl!%oWe`jwNY92g9QQ!fmNhXsSSLgcXW`}}2ZczjH#
zpGZR_Kp39!;dih(YdM^hQQ#JQ5A=}?6WkaD49yEWMwU9-_;=D4Zh2HL&)wul(gTZZ
z;t%03Q(R;?8-|~mZ9s+L=jt)B`6rJTq_R>aGc>~BF-9wE$WsE@4Y-jIdumQGv^1<i
z6}~i7gU)_ea2w2lEl1+s4vl%)kc7d9E}REjK~cm5oiGsw##>_{dJi-T-M7JX#!3}n
z=L-tdf)hZA=Ri(9fIp9dmx+e1b2#o@PHmwD2DBMW!XjP}o#0bpgkC1RVly}#$dqFa
zOxkFINprkq7SLjZR=K`z_lW2*^%lHr-%8z?IAc_-Axv9<h+2c|AghrKT=)yqi80>y
zuAD=ngx>apARMr&*sm{CB^$RLhMEdP4!&&T4@(S~vM9=mRkK5}Rp8xCyXXLq0R=?2
z#%7Z?286S=`308wu%b{sIA$3dP&;^;ThIBh0OsGJmAdd_dAQgOAkCv-wmjSXJ9%wv
zRUgt-=(kjvQ@R<J6An@)Yj?k#$3uP*ASR?a3zrb4Vd)q%%qvuv!{=D{pbHU(x-G}O
zEI1=<U5X!Bqo(Dni;P3G=;7Sk1B_=Sx{l<QZ`fc>D532OLq&6u1&NYQp49Mm2U|YX
zn(vrrcjbd}JK>`!`6&f|QCfvrdj3|kFWEIY{mn~%dA9|c{s#@T9@V<c{Y~4szo5Sx
z!Fo%M>KKQ1M<hkA7tSE`QKSfVQ^b&Tjt26WB>K~_OHw?v#S)D~;1J1i3oHmX`2K_>
zjPs<00=A~f?$qmQLU4*l7U9x)a`G@)T1s842z_&rMI)wO$=4_q@Of0ClwwmW0l5L*
z7QlK>G4$jXT#caZm(x)AlVU9JZg4pv_I`ef$ar}whZBm7Xh<NVA>0N1E;H=Msxe%=
z>EdVRlTS~Krji=}L7Ld%?m76JpaI^6N~AJ{jyAyrOdh$d2H7PGH!mk(gA^F7Xuv$d
zW3wmu_foP;rSjnf8sVXJwJ0>?_r5UXb$ppG^?1<YsZZ1k&+Wc@mYdB@(Ea5?v!dqp
zjgr3}K;f4ELE9UK&JB2>)Z$|re7=y)c{yNP4tyEA$`5S$dJ%_=>h)yJe#SWTwx!U`
zi%#axeJ4wo_Y9C<Zm_3%=-Nb_T9|)~U4Aq<I<-vv@et#EGZ5kR(~@PhSs>V#j0p1M
zo?ejO1;qEUJ36s!|H*U7$Q3dkdFyNti{5zhsU!*1h!jGOR*4aMdp#367Kp(}f_II^
z2@|8-s!$^Nl|c1g4^JWBpsiwn&7k1Ilc}l<AVZS&|CSqbLEYtm9OdY_d=zWfi@|07
zmos1l1b)HX##A-+ThAg~#t{Tn3@2`MS|~%VN_V(|K)`yHe3(ML3*hR02k*I|<RRxO
zEsZg|d^yoX!L}A#NgBT8fV8>`MZu1~MIUcfaLdCJk4_26Ip7)gens?x<~5GaQ?it<
zp&<z!6oZNVfDVWDoo-uUzGPbm3xGUvK{Zhml^S0F4cN+I$aF;|R>w5i4+YOdrOG*i
zC#l9#c{q;kaR%jn)F}8}=(jJF5`RMWd6yw>1q=cLC1z;|N9T7PC`I1uw@d`#)=`n+
zSf4^TDpJofqFU1ccY0>2v`FT&V-eqL7@fRvsmW1NJAvOpSp~N(b_@-m<`?nqnfNKD
z?$p}oX%fBl3ZaxiC?NjckatJ;PBC6aLO7vidRag5aPYV7`!rNRZ*FfB9aq@|YT;ra
zL2^+P4#RCh`@(Uhk&A6`pshn74nn~<S*Xsyq13*+GTN0uw5o;GuOS{Zpo7!V5m!gG
zT5S3ZfI2sZ{BPEPm~)k^!Y{!)z;^ec$R6%QLm>U%d<(fY0#8BSM5GbFO;I6uX_IUq
zn*$Unn2~lQm9EgDp5-RE5G1F%x%X$e5;_5s(*iOiFO0Gbk8vd=$9Gr*w+8N;EplGM
z^fK&p(kA*AyQ3XT5LAwcK*ZZ(#KQ%iVO>+nz0B=(qBc^PV9p9(nY-D*jR(R3KL9nN
zgVyA2lC8~bTzWEG3Jal$!)w!&EkE<rJCsUHwn`#-m0lp83bP@fe2*w#-)mg6$yr`#
z0DJXH483Iwv1iY@NRh6$PCNMBlxiJ#>!B)(7-N!wsW85?s%0cBJ}&BY0#ulEs{=b@
zBuy#+KSyq3kVo!$(~E=FKJ*O|oF6cj(9BOnG3C+A$D>)tRs4uBi0A~El16-oe-Y&N
z9iq&XR3I3LI3ZhpEJ5t1*NypjRxGthGP8DNT72C=veP4wX_fbjWD0rQVba)&_wDwb
zx@%#gF!Y|DxnZp0uYm-t+SL#|!4l5-Ot0QBGAfXF-**wI?HzY}qdbl`pTuzch1Fl?
zg9RudiHR2wt|`3UO$hp3Uus?t1cG(Px4q<DrWQV}eV}g~Y2jvHBT|Jxcc(<G7ZL;g
z_Sg1#gt>}d0q8y(ft0NW3PE;*X^}5PpYODt(*3WT!9wMPOXo;_h*OPydXiLw2?jBP
zpB4!cie*Xqm+~-kPjD&aZ&yc2sHx|aho$_Ke%yf~7OGbk(cX@jOQkNIx??!eYDf4=
zOSisPsLgu1g2^`n*KPKB`DifAHGez#?-$ng=FgzLueL#kU;a=ej86ZiNEEZZVJwbN
z->n$)ZGW+BM39L{@rQGQg&rS){Z)Gl+fWE4H3g&}%#q-4P?IYV0{+3n2cI2gk+(2}
zhY$Dsa3sP(jLYB-KF|A*Ekq>#<o#V|X*g<ryB+-bRpuAH8g;rFwg-X4W$8C;L4D+n
zNE=}A<2@>E8v|0rK-f+`)wBG%AC}-D5G8G3+IDt)|0sxd_$R*;eoe3U0z@l&T*_o~
z!R`<twvHY)F7B^sDS&a5-k{}ePe!njn(n7~_{~~1dvG8;F0GkcL(tG?nn1!J>yO+c
zQl3(fcP6ab48QB+ePPp*;*(05%s4Nw0`c+U(Gn5Pd}obpqcLE}lcS}Xd}sVG>7$_%
z{e7<{XFnqD`B<En{J|UkqoTMeljMtGx#+djiqbUvW6ykMBEB3GLeYmgYFw$!&e!y9
zo$`<`#3|Hos#5$;foUcf&S(URpQD!Rw(D{u@_WrtHh+@RJKh;hb49(Ufq8jo6tG-m
z2GaTo3N`33w2=FhwS)TRANl~OVY%p!o`*RQffEe}EYuDosP@TTF_8a@_k(9f@m|R%
z@>sg1wQ#lZC564g<*<j5YhWNmA=w6@a}{Dw9m_5vN4N}vMKiczJgjO-?+PQ!D5lbl
zm8f0G*|n=!Kv6oDx9AI<Lyz(jie#sU7NxzHiRDs`>jYM@BX-Q`_8?l>3D)oW^Px%m
zY@;%7!b$-wOAY?_cIb_6AHpdu&fc5xTkfm(FrJ?zA)U}ya;nIFdzRN4u^3XNNG5qt
zXhdrdrlscSoaf8YV%^!SnXrD|7t{u;ZwT~(j=htCUhw|uWH|joev$Q32Eq3@vR>aU
z)@WkH>1~QWKse6>U@HNhzi!5LuU<hjuJQ+FhDRqYJ&1%KpCLd4cOQF_zE8VEU;Da)
zZOzye<_^KlO3OMo-GapBz=LTj?ogbPyxwYJ&AcH`_4w?IK1JPba9_<iwO7bXIdg7)
z&icUa9d7w56>vp-(P_zo$<&H$OZ$Nt&yX*CC6qjN1iwUr@AUyza#I<Z=h^#!P~qsY
z_nWD*#%?{-@<exrt5c6V^7R^n@x27Y*Hf!zqz>J83#j!yXQ<yFQ61rKJjbTdG4G9O
zxLFu^+we3R5<kT>U?|{sc_$Tky&vs$o0`9UOte2J6SEb~@$)jIbgNGTg6%?@8%gOC
z#dUdsH4v;v#P<3Q8aJf|<a|(NDS0|w$YS-!-ZLB826<az@te{z<Ah!|fIATVqT{cp
zGtxd1TNA|VSV9TV?s;c)!Yeo01=)jQbEC?hUM>yIclATo;SXC@p#fVpQTqfi_ML%p
zR0?}(1#d#%<e{SiDJW10Z}LUPRg9pz?7h{u@~Wb{hSvZwQVDaZf_GPM-(j#9mOrEY
z0`c{L^^OW}reu`48YytFvND)`GbmhhV@GB=1J8bnqX#FO9fo&iW<rdXOL!V~?gQZf
z?dgKC#lcC!639`-Fmo$BR!0to>2@kE6bou-1+%ulTTt)m@PM#~7TB?W6CM@B(2TnB
zKMVDh3-cKWi`xTt2G}u@Km;c)FxsGu3S;pG@aY=<C)Qtr?p-L$$UO-p!dwyBh%YUe
zNZan&+3$0Q4!$O)vwTh9!u)k>1CCE-^Av^z(Ah?tnDgiJ-_pTR84ltiWwKTla{Yzj
z`P~#`@}=l1n)x59hIk`cXz#`F81XA3d)H>f`aK!~OLF{n3Vi|TQ!AeR&^k<53B6LN
zp2HV_5#H;7bJIO|kCqXyb5Wf4j^7Y!fK0!cIMZPJv={lSO7gZadO6V+cm!Bzb5{8k
zAmo~=;eW7g5{XHKnh~nh!iznM&O>3!_$NztKl!9`+Mx7q&wu>OC)s`J>~G5|My{vG
zknOYrWFqDfgQy3crt&u2QOHt%pN)J@UOv*_s!tk<Fl#D{(5o8i={>wsrY%Q~JEB#3
zo1BMtWk=EYUAVOvx7g?~FKC{9n(mIaZ^C596nYv%$H=ahT4+rib|hW2CnJNZiz(iO
zi^yIMHc)LM7ywm{#}Gf&;q=uISJ1=!1t*!1J3ivg+o=GOVFSO|#Z;wJ&f(J9rPDtp
z6fgaje?JTAcxbHVgTSkl;q|5t$QMZtnQMoeB}4`(1Mnfq49U|-6KWQjvE*}tu)Gk8
zwRvQbi01$N<^Ky-LcK7@R_rK~=1s>cpMPUkyY@uVj880zh21i^VG({U5v7>u81!qx
z;`ML8QskG}U2fBQazT&6-NO!<z&z#%Z2fD3t*9a@ygvIqh~EwP%sflg^m1Fw*tbVe
zXk~`IuKN^j@gEp@Zwtm9&vR1OfUSnz&RcYl;NQNb7?$0-v4&m#*pBaRh+Vwbm~Ez;
zgJlffn2w9-B6@XDip`A$ymhH&yV21wf;Es#UEU~6?^Y~=@1@Aj*T_Bn-Mm-j6A=Ig
zhME-vvGYEW4nP(-)(42+_4`jR+x-Ckw<yF2Wd2wH6OqJ_V-XTU%L_)@yFB=&-<vgd
zR~O7sHSf0Xwspg@-Lj@LvS2_xI8pqRy}5%m58><5<JBxv{*dg^Mc*OAHU0{})(dsO
zY#q*4`%wV@GqPim`Cdp57SZlKkaPFeZn!()sZ&GoNXok@7{+9JIl)pu{YctozroFi
zhCn6J3axCQ8q2XI&zP@W?6rx7<=4{eLbT~uiWB$~fYkwb*Onvpe(v4s3Ip$qzSern
z=6?ODgWctaRe2c?0>aq!fhqXv&+^dWjotKiFrDWMFSW6?ow7Sj5wlK4%4K`_Z9q1u
z`o5D(Gt^^$*1f{Qg4ux+NLOhV=GF+$8CpxQu}=zEQpRV{oYu+$N6e3?Tf+FnUz86x
z4QLAWI8s*AtM9Ei>T^`9@)TPKkm%6yfanZ6-t~;S7s!o^rUlUH1<oJ<=AWg)eU`Tv
z!;iWJV(0~-DXPnB+}tH6q0yD@b@<AI<*CuU_SM}*^(p%W$WrO-Lf>LVy(%Pz|H9E+
zsg$&^1M!+pLNg6RC1hQ$Y6hS_+P?ih|MA&2j1t5s6QNZJ+~0dZ?naibaG{oH_qft4
zVTst*odL=V9f9R&h-M?#2@b7zJ%d$K`fp-P*ZYEi^9Xz4$_&DF1J1J_=FL9i)zr#N
z-h+4Kf6-)siW7kN=(fqn?hkC^<xEOma45qd{;`%3P4-8Z-{P=Mn%kPdF0Vypr>STL
zx35O!YS`JT+QtiwHq|JY{LKDQIz6lLTPO8%{Ps$U4&cPC5|u%N%{R%YcmGyi$^yr!
zN=R5(TuHUpXVbB{mB%ljL#Wz&iaDg(yL0QZ$zDL9^ctDoxUlo<U9Yit{M0v#>F3FQ
ztbsf8sidoJOIE)tltDq|xV<<vsArqi2=(w4+ZA?mm>pCuwvS}Bo51`v79q<}$Vb;Q
z@rba*SKW}9ts}O|>}NpHMb4y~A)!p1Toi&6e@)siUxc(0adbj=wp$??<MT8~OA5|b
z&REN(iNfnLv!VzjD(gIW*=D9J>N-Pu@^2nABgz^TVpOWEXE--R+yrH*HHRt|aR@`a
z?8&pnveaHJr#V(AAN7_a1Zw??5#cQSrZ^W*YG|VV*!CZ?&T^x~BWMyQ`WpzR(9$Cm
zf#LDN*UI92rS)YiGB*6|^K&mg8%eUuFR+!}O!cEUZzjgJke*IpINH}K7KkJ}W%ZO!
z5cI{H$w7UrStICE*SsfHh_bYEl)N?EbHl$qq@9^AF^*1G5z;E8`#QNZfy!?CcJQWm
z+|byTma&s>I_JkcF(#{*A3ZtS?s9}S1H9as5~)a%e7-NaC+8f_JCkpDOMQ)5vLnuJ
z%|*_R`N#qv4uc;z$QAO=iF?3KdeM7NxGuMmR*r4WD4TWEq*>=ljQdrcX3Z;`eRL%p
zQ|Xu@5eek4Mut`7&WyFYC{|w+-oLK6DEqH1#Nx=|9a#jtI=PH8Uin+h;d@z&p4uFH
zVxn+5GQh8O|HcExCCMei(C_zRmya;&+;YMQ4buhQy7HT&{o;I_XkMN>0QY`+JxAY7
zFLd$<)IT5om0<aa=4V{E`zxYzULbOVL4Cy0T4O?JFB{EqmebkwWl7%sL+k8?C?R;x
zy^m0z_eY*2%iC5ON;g+BiSZ1%&@QQ+l@_2&7Ld1Ia%#D-^m}d6=N)fV^rU4*i@>_L
z@ePUhVw{*{Sw`pcW4Gc_Kzyfoem2%l$4CCOdiv7m*LBewM_XSzW3l09=G4aS2|+$&
z*T_7)MEJ#XG_?sLsKo<0M7iA63H#M=K}8=(5MWfBu=^8s?OTV{OjC&C`X9!`C{}Rn
z^REKa(_P%FiNZ6c+Cd#cxiAo5h(XQi7Lb^icDlwhZ#vsEnRMWR4i0a%){X|mw#Lfa
z(tt9FAPH^nAWwycCZW?uXg&=YM?tiw+w4n-_1GZcxf!yc?!blGfR|&_cH8=qMqcJq
zLqk}<<#n2_FzujJz?4DYo4C2M(R24CoSFFqd<9@Ea?ze65V7U7jd1PL(=GfX)FH-u
zV>U3ed<NbY?7lezoSiNF@Y_j8PsOW{Cx2D-XYjH5H0aOmy3&o;mq8%|Kf%Y2rr^vD
z=;12-?sLBY`ZMEO+uxlXz1b7)MNc_=+BPF>Eg=uP)~~S@QW%iU1Zo+s9tqbze2vz2
zD|&7|&R|-sKSp~hhI9byz-ELOcbCAR;~St>@6^Rgmj)M(`txsA0sHh-3qjhqhVZYA
ztz!>u_CW*MW8mKn^@Bhpy23oB+#!kxmp7J-{eH5)v+!+aEH{-q60N=os}aAa1KKv0
zT4=~nIDM=OPI<516ach`=>?TpjX@1~_27JMRetO7=f2#633qD&AN2mN1Y5Wn0sc0`
zTN_J3cS4#2meG7d2{wxG6_uB#!uwIwx#&*ZSP)1r0A3W-M8|5vuJroE8!OOyN%z(L
zjj=gbkA_XI6Ba**D5CcG-3Rb2=B>klc%1C&;EA6%Wlz6k=RkxueT1B`QcpO<Yz4@}
zcLq4AD@=d8DIr7(MOk-VKHl`EVVu3SATe!oA-qOzG%uTB=TvMB%{^Z7n*zR8cT7L~
z#=WrK<ZsFDpB;?fI9iOH_<0DXiS;*O*v0El77_VZuFiWP8scIfJezedS(_@+I}c4E
zK!eDVPv(#RdPcv}Xs4#5H5<9{!F;3a9D2XbIl3p^!FO$XnEqf;KYN>vw(Sd9Z!Vmp
z0Ut7L==nMl&wLuMyZr9QX#1MD?gk()dEGyw&HgDFO%yE3c$Nc7B8(oOUL2(dCipp!
zBgj3@awM=P@?e@)0|OxKPf}P74p_WeNK1ayqmdEveR!qwIJjY3PvLKcd(53m^5HoW
zX;;hg$Buy0(!d{R(8p@fXwefLY$8P}F}szsGnATLx?3TA%Z;DiRl$FB=xjOBK}BsP
zXMAUP;^k{fKs94D?0>3)=WS4{d4D$P5b_QkXl2PLEAg7y>qNpi&%|lp2w$@5nL75S
z?o`v9H;s-iu<3)_?6Sa&=RYQ&MNqHiAC7XB8$?C3*~{uh_i|fNGx5#1od2+fRDTdJ
ziEA)L9yM_|cS)=E%3?Oe{>G?`hSB4Zn>##De^V!Q*K(Ee7&1{IgfDfduW<H-VNk{=
zExnwF@9Fj^*(t9+&}0hWgK^a1qxk07hiOB0U4@mAzV80DooEkUs21Htiyi0no{>{1
ze+qX@l|Bo_`@y^ljD!>KspGD$Ybn!D{;Ae^;($<*<fhVygoZ9V$$Jjx9XK}|uZsnq
zpl_ypwc7j`E}6)!UwJDY_f@^pUpls|7%7IHRX^i*8=a?(3He>BIDI&PaWOd%pUWWj
zoytD6FRBQR+}xK`y+}@5M&Eg2s^rsC9qV*bN{GMA4ooHDo{)Q+aX5BsgqJo#q(s?=
z*;QW!Z$&rT!;Mo`2OYh!>KQ(@R}Zp97(H+qVRx2(#|J9c^3~)v3*CbmlzUe093%Rc
z^~Epw-rPa5AYFd1_{D8`pYN^3s$htdEnCj4^JP!{Y`vw`o%CdK2r-W0a12h5P{@e#
zA<iv_LA`~6tcB+Awe8rC+d;Pf;oTw%X<-MtBmdI;cCgcuVb~1M>YIZlNm%<&oui6t
zyjL(MAQ6WcL`GahP3?R|DwQHQBS_$WYCykwjl11mD7=5oq-?b*>}{cPq0b#Uie~+w
zHy&%rHolpW`2hNs!+3doTgW|<w;DMEdI06woWmU}LFRr*Qxyxf4^hB;RARqFJ6wKm
zB`N-?s4&qqpQ!k1hnxbmDn&QVrDg~Ip)+IVO|M>4>m=InY9^}K;ZgfyWwiDN(y|(2
zYYT!;`z77<lfo;neR0yI;GpGqS((nSsbzp*(+h{V1z=s4M=XI^dV;-}XFgzGe%{qn
zcp$aoc_jF!zHW{!xmD_4rjwHTpV_`*4Nqp|Pwef7i)!#U5Q6j7a+M}$+JMWFs$Tpg
z4jkL#ubGiNo1p2BjVV~Q1<|L)gr;D%FvAIJZB-L`1<MrBo8fn(y)D72yBN@mLKJ!+
zG0nJ{R@)u7!1uINxt_&6oVrG5aYHbbjOlT}c5{`e;Tajt{k$_~JG`NTT*$&bWRbLd
z&-5LbB_!bDyVJ(EeNNEjudUv+#~*K;r<^fHGgCR1Z_etS=gt?Ki`HWO$l7<W#e}}I
zz*f7*8O`3t;@R3a<9SHqQfSz|p6M{~apy|8h%Mg?`VelY#m=}OvTV5~y(>|giUv))
z-cMzU0essG6mPHc+dqO}T{BO0rFN3*M;<dHv0dnrFQR*6GE*w>PdM#%u2-IO@QtWA
zS&}Q9H7z-4L1q*r!!Ew>sycbJGY_t;W2i4nj-S+m>HI4%DgMHwN{j+?=Z-?Encdc$
zcGW<YJ5Zl%Np;eGqh1rxYe9O*K>3EI!TNWW2B6H{aH{LI7(k+HfOKecEaL@uBmL&V
zr8vKwi_?{yCYp#g@*h=XV77t<6;kzmlMK^Lc2Bg!H^7gJ<CfLVv)fX(N2*!@M)E&`
zbEI$C;lR`jf6ARGM%lmOnZQ4tN<blf@wNkBch()5u^(rr!d2vb1LYNF;mC0o!;eEr
zx8?2jQiwkXBiJ51Is9?+{;B3Jce@KoSX_Kxg>{q3XkiF;fAh58CFm$kh%Hwl-%LqM
z<?FW<`4Enix_;_^8q*}A045XO$NRq1DZk$d>&nQTXtP~bLGeC$Tpa5L5;ulk@K4ox
zsq77g;`_Rjo<F|iT=&5uH=+sp(cc<+dafQ@>@f|pl8;9%B+5;m5{RwEdfp7n;fi``
zanJNoF$e0d2~N=thRYkhvt^PaH<=*f{aU8_%%YI*RUG=f7lH23h?bi%@>&7$>ynOl
zgZ6-qO~xbC6cJDKW(xktUGAp3!e#?RQD24Dw{W%{O^KH5DKGL*=7>9oL!;Kzz8NHO
znV+6lSN$&BvS-N6=!^HImkgZhY3;dr966QV%~)rIw8BrtQ8SHU>G|gMt8@7j@_&BG
z6awBD$rl?+s_#NG^pyXnkHhK`k!ry0ob6laGtStL%!b4%T->s!$C(a*5v4a#^MykN
zed)u4AJXEy)0GH(HsRQ}4jksF;mjtu!;8b{aHi!)S@`ULcV-Ey)z$md8;1#YI6Ax^
z&wK2CbeOd#reAR30up5s1=2S-5dE5Hz_%h&*_(1T>IJj&yUa*Dm$29g8ObN=zaA^L
zf=~y#P<nUSc`UKdUR{V5MOm_bsDGOasZFT8U_;{16xSMM^E)(<4ToH3l0PbC5?Le?
z`c``gB5Nu;oYNFD%9d1vbeQ7T&$jnV+UFI-@YNc0l5kXeiolZM=OKR#V6w9E?YSuV
z#+#?&W&c!2{U2+XZBCKKKz+u%O|>^k_Qq`$ay3B?|KSWjV#pHv)byrt<mPf2Ipk1_
z9%xB>Ew$mL0J2n4XSO7`xVhI83^~-#o+HS0vD$>rP-Z5O7QUwg|1e`6L%2V94i&@t
zc{7p%u(ZN`j!DmDk>GF1uK}`d=kp!mXr01r-74rbdDx#gb(Kr@2SkO%6%I#>094wt
z^?tXm$UC_&Q+!QQ(f#G_>j9ftd_xFDRKozg3|~iLY*qAmW8Q9qQLV68Y&I@<(ICV3
zJ0+5pS}b3Ne<U}Lnf~dKE%z!&NYPiDe3rG~+dQ6P#M28a_#DDwLc5?*^>I0Qqo=DK
z1Vw#uYsI~#3HuMi%EB~iD8!4yj6+--LC1pqUJ|WJjS3Aq<GH5U>1knkHg2qQBm1a`
z4w}A5!mRP}t=6l1PFNdPaE^P-A`?CaTytj>Jmu)phxO9?bqhsj-i+HDqKr+wo;%$l
zoFwkt@0ZwG>}0Kf+ug9b;@@UhTXWjCZG|XVYJ9;_r9vD3;IdoDPx<jHjIBB)Uhw5>
z{Ch*_{H^xN@e4JSvY5R*7a+I~CK`s!R39-mHkP2dZz>7*?Au`t@(~mK%3C_qlid;+
zl>M05;b%`SM0W?as2?yy98$dUpxdr{Wkmf2r&DB`4r^y53JA2P1ZLeWAt4t`%jxM~
zPJ2h_{Xa;n{}uCn3r7R4Oj{;tDb{BATm7?|I#}YYoBEQ6@mR|9`bG8i-w@A7G`D6x
ze>R}~bpW2_%MX7>Bd1XIeY*^d7Llk+F^YQG!zXUui}k|g=7J5L=4BcB$;nZ7@D(^{
zGr}Xm`-_kzenz!Ys1~4xTub#@^z4L{1LxpQ3C@>RdQ%L=!+RlzxSz3(lut4y?{pc9
zOL<R86byO1g)X#=Xz72&Q9QZjKve-PhkwTP^j||3qDiDBy|K4YBny;fG(M$5A;6uy
z(msd@s7-(*^W|ZpNPoo<gd3DXJ<pjev7jouo>tmggZ!59@JpuzXG}T{&UCmT_Q~O^
zO*R?EZlJdGPBCs;T=XC=XDBS4tu!`zeAxdfF5r~oAI4Y8wvjHCM3zhnj*ndN{faQ;
zJIzd})W-O$qKa0#Ip}0H%ldncvqAP?efD9GEc#cZMl^p*P~+RhIwy9gq8xRhDdUB9
zfr%jEf4cIPN`nFe@xlv(iu(LO>+b}UIbr*}J22mc1iV=CSJ}@|1NN0vGa-J~FqY!h
zlM$iE(+cBflz(xY?C;Z_f4(H{Q!Eb5C$A@hnN(MY(_qir*H<B4iecn`g}kp=_vmi)
zPh+G4v(o|piq)c`CK~+sYa9Bv6k~lZ{#UUVXtsBvK%4zj5)G*T`WOB!v+#fIDSwJj
z;a?5^TcrP<j(;9I4*Scp{*-_Ay#L3>603WERQ7Gnfxh#e#L!{H{;5)r@r^0*WNRww
z%uw~!+Yp*`w!Y2tM*CU^15tqBE;WL|n~wTtr;75wlGa~`4^aFj1sI?(*5Fn;hQf|y
zg)DsO$$&K9aRjPF5l!Y_x4V`fqjnl+w!E(OJaOZen8|`aN?lK#&Y!*{tPQf6Y#+p+
zUR_Xq%$S(C<eR9ReYbCWi8Z`EZ8mv6xUF~6;cdcePrEV_fh_f<>^Gq@S*|SJ%9Z(C
zfz!1<lC<8*o&LC}=n{T%Ua?|qF<ZnUp0{bCR`YgGIx2XzO_17mlFwsoM9M~~dG&N+
zvWqECTC(+a@u#!H&)ia^3-P7Dtu@Z#Nn8~OO-<~*etyVZpZMk30*^eNL&jZo&Uxt>
zk<r?lJWaPUI*s$UA|oE-TkT+xYHKi*6HTUZt^MasYRXO3kr_c4DV>)C-tFh(Z+)yI
zx+w|>+m8#%>UH6%-lsK8`C+$c5jW@C<{x-`J8@y$ik^+l!S`btyYB&%^_W|q*L&i&
zP}Y9H7Tfve>^=@9yJlAcfQN^FO0nUoVB(2ut$%ZR|4O|y&T1A)-B28fs|SpuZviYb
z_#pH^h3~mNt<Bpq6d#U|Kh$yGDw>2KvN@h%;ZtWHwg_sBbY6c<`w)sX)YaZfV>pN7
zS!o+haG_93WWwWmzd&1tjQ&qj|AiELJ*jKoi0knFZMp2;7+B{VIs)?xO7D}c=HQj~
zU(!T=p>;QX*h~FMtp0>-CZk$)c6<@>z9f#E7eq`ZGyT}FjewO7V>Vx*s)(=3uUB34
zl(7wBZwhJrdg14oZ0gXR#r(WjK)rAbUv#hac{~F<GPaCVfjljEwNK*~^5^pX_^!$r
z0wGw02*$TjCivanQ8FRDmo%mu;U*8h2sOy&<BD~|9b`~!Ieg&`PeQ8^wnn_S0sF=S
zasKlgf?eM}*U5Hg*eAwhWQeZEnUve~u6!TKGfCn!!16_wa5_ziGpO2Z%oG|jt9#vK
z$$6ufNb-_J7y#&bIpVoaE>-<8jXT4QsYD$^`9`L2RIw?!{7h4HneJ~4k;gO^1Lbd_
z@&@B4!3+GXn{q3+&nXMwUMq$*!MmmkE*c%<V`G-6M>PA#4C+syA3GBjewA^k^@au8
z0}^tG)qQX3p0W>K&Yd^x14EAHo3~8$FEiKdovBl4Vgihpa||D)L@HeL(WM$6aisxf
z7MHebWl?$kMe4WGwNk8to*dDXgI~I%ijJ0c2sxuWg26Bqn`%Apc^?QJZGU_R{SdOO
z^ILE!K?2oLFwsiNY^RUM$_q^CH_g_54ljLc3pXY+--NFS_+blHnbiyrSBA$Cj|FEy
z$+RZ2KzHiZp0;WFdsQm%1!agJvOh+S<a*!WLH%(a6-vGRQQ6#io7<K;5Sc{=ddire
z6S{V%lnYx;O${AWt#@>N#msW*aEY#2_28VFf^{)y!xdXm))0dJ&w^yA`538|pH68P
z8rtx#)x76?(GGC9=mNe1ek7D*{#b2JZ&OYl?w~+(O~}kxD@`KQl~{S_<?hO_3*l6`
zP@rP`R5QeKT*dM<Huf|P#5@>dl#k^ItcUEH(76P|S`r*~uiB{B9LdaYyiDwk2y;Yz
zNL!H9-0?i_n}&2v?b;6<&bTM>`NHq^vF$AISiU)s9(obDch#?5X{IP2;)xCRbK8kn
zkUGj*%6UN&`K_mQAUY>_N#T2p9h2AN3`tWx5ci<TzHn0wLRUS6YWF`T%f!^WtJ2s~
zl0zuqx?@xI3cAq32lAz-e7*fz$Yv^Jp1&nNI>8AOMRDN42G}~D6^ek*47~JT_XNJU
z0LqJgMpS!+IOKWixZW2T#UYPc;G0Umr>;oTCeu#iihY`iX8cV_3*NWVuQq(o)#}sl
zF^CPOLfTRrBZ6@Mb@b{=yNGzmwhvW`U4qUaartFpkOzW4Oy#S3N)m2tgonLiJ=~l-
z48u0a0*(M40z=A6wGAbSw&QC2^d;HgZ0BJ!A{y@=TaarYenZL`Fi1Jx?0wxF?hy`L
z^hUA?JqeN55ZnwGR{vMPY=baRW2}(V&LCtnKF;iw>2T(5(Bp<kH{!948*Q$Hm1AX7
z7Qqq;zj{qmQo^3&BI13$t?+=HY69>h1Apl2905CfvSna$z@pO!e54Go^|hGN(Rd*G
zdz!7&yO+uuf4g(>$MDEnb*ocz3^5}NHp;ArUcUH$8<Xl|<a~yfiM^w$@(#rTe)JwN
z&sK*dc!0?oS{9W1eZU#nnNhRpP|p(@cW2FPy8C?g`7#3vrcK||>~BsSpYYSOWl_n5
zRzK9eY9)0u=^wGSP>S0#=BknBIubftfagt9L@#?JyJ=U}#sS&;YZ#R}A`${-K}HMn
zO}HqigTxtC1j~jUW5d>bSmdMYz6Z#Pj<djH>ro^*<Nh#4yLmA=)oxE?dH>|FWxMTL
zkK)~sv*q)E^6tA|$FTUpAma_Cy8eHKp<)l<py~chk#zA#F~Eev?3{^{{kSEdkoT2g
zn~VQU;P;?otugp+(h$mn2#W*;)OP7b=Y-v3f1-;nc_?KPYk6F*gt;03#1Uhy`C=f4
zKRkOJ#n+Ye0l7)lZMf%>>&L3Lq`E4Xb11J2q4vaDbt+I$I3VQj7!-H+$@H!1pq;}n
z=8kEwL*o%{e{(y=vR_u9ahkQRdlq_wt&@*?0f9{J0X;too+{x;9X%d$Kp?L)Yu_@z
zS8S=q64ivQ!oY%kl-<Vn26{31W=n44TMRh}`A3snr(p~FSqdE?Jd>IvAsvdahzDqI
zyySqR$e6g`Ul4?yRo{m!^{qL!*7$!=nyeZ?zrWa=kealJ{Pg(aU+AT_RZByfP>!1>
zR%T4#rK{-KZ#PRYyX|AU9F{awMwn1tkL7dJ2K0S1Bf2$>_FxTgP+0TJ;zX+_9PlzH
zP@G}_%0yBz@+5nE##>bi6J+(S)7)2RzY+8Kd4y9ApyJHyuTK3RqCl(u-_3#RMys!G
zDWV7xC4+BNOr8(%u*fa}ONG`Oad(wLziM)>*@43Ms{@XGhsua)>>N`znFiOmC^fdG
zG`L0nj=a9`%naQUR$CK0MNK<%=Omuytb4qCiwCH0_q^y9EY{S*$Se)Fw>x>APg3Ld
z1iYJ({>8}|nh$l&oM9}TQZ9KcGVNAW-$Wl(u4%X<8XcnWxuUfPdEo++<-4{N&KOiP
zeV4vIMA>>uU^JoD`zY4@iGN6Uo54YV1$7|>GkMnSYX%-J(s74=Bw1b8JkL<fZ|Mt9
zPWThV=*hS{GVE9@@<v<o9lL`;8bY38*-@Hon#`K|@M-;VIA6X2mls2ad-Dn{gReg~
zkr|+>l34j?xL8O#6pK(>jS@{S&E@=Abdl~kCqn-X;QXB9Z~9}?E{(_8;x?hlL~+d2
z2AtVvXL@iSz7TAO#m!SxG_#kP|L4FCQ^kJ=c62_lSDF4)M>-pSFE8=mF7U8Ac}q1o
zN@CZ2bN5?iwHV4j-te>J^Mz;k+7ijIc|qaZe?3gvIsG3F`TzHR_8;dQ=>7lyv9Wzy
zW}DNiN4GECalCt<CH^D>B~6#@mMQiz_~2Nfdwk4EX&Y7lG*0=LTHb{u#+dm3c3@aP
zUj$ANp@z`r)1U$ryB(JPjhtV_BYTnXopqoO@RE>xTi2{6CZsI>1krcM3v1f-edEOv
zreE#W%>3H&I}dzUE+a`!Ys>nfK*7;7Sz3dKG_lZ|t<YFR{BauoIB<FugtRL5#r&^u
z)t!1h@bOc`wclef#^B0s^jo)I5ckAJ-&^ue(z=kuU!a))Tg$MXa=)x?H+E^g5~MWK
zmEX(-77RsHOTXEFqf9`%;~cp31&{+Vl7G$X1-L2+FbpGz7)5_2J9x+MkR`Od&AX<5
zQ6}I1eo}e=>B4D;$C~V+NoKrF2om5+=jBuyG9XLYsNqP+w0G=n9-~#4aVN5ok8XP5
zW6Y$^x2XD*20tak#?q&n;qsxD10M8}OYiN*WGus3E>vF9Yf0&#hgl!M3WoQkI;$@B
zlse#&c{2e!$C@pJg#<}AI$|Q8v5<5y@?-B!kL_9;Q~v9jn>_f^sV()ozDVaKu8HJZ
z!Z?5m)zt_xzUu*W&{>O(D!n}7W*Gl)sJ=8ov*`_IDm}n%3$HJwLT<1>160WU($V5A
zty66QP&+`$O2ZeO(rYOw-EGN7mq*hV@Ih*^VKVf8_shfU+azD|mIgM(P}h0C@7=r3
zrIczB*n}W2Zm%xihf1S4MizSI!(ZB)*67a|{W;$3t8jntsDzlbSc{YA#s9nlAI#&Z
zShlD1@3k=q5QMheu(;W}GLn_<*S<6fbU(G;MAlP#b0v)one<oCbZ@`aR)(YL_6bVY
zWU~Cc4-M4HzxV-T&qC|~rFhWUGdeVDyo3uUbOmmpSIsYfeXX1M_&Qb*;KncScu;>Z
zeVnQJhAl#taW5yL%i0q1(POcAR?p_H4a!t)ApUu5t-^03%>ImDgDK++8GEAkPvDqA
zy+=({cy$Kp66wf@h!AF?GA?%4VS!%->h!xpI_%cnQd4^c<zyprb}Naim)d9q+T+mW
zZ$<K$64pD^f-iLFD@kws@a|B$V)b4@DmTy`TFcU`54^!2G<8M6+pHbIUv>3i|Hp@p
zFVFfjN>!h+8kXldmNI&ehGYqRx5|31zm<_Av5HyYAMZI9?SNw~H0jFVYe$^E+4Mx8
z3S-nZlcTN7@mT78&wBGMcPchdVqJ!^;G1lx+^N_YGf-S35n+kJUdV#s7%IN%(=FH)
z#_-ZlId4v6_2#eTWJXpX5kS?0R$#g^qhzEBTb^G0yv7z9in7b~<EMR(W2EtG&H;Tl
zpu~YrbfR|8d!MTwTWA?U#3P4ms5jjmn_-)AOR8_;7|34}Nr-J}kgFRUM43$+yAM1t
z(ciS_@EkY2Se|36%7TRrN|q!Tl&Oi&8U3|2NkOqInn%#8(lLa4^?$K-l|gYR%Nl~a
zEUv-b2`&ll1PJc#?oP1a1PLy|-Q696ySqD!JM7zY&pG$KAFm3k_Q%%FOm}}hE#J(9
zuGHxN@hO5jUs7C9a=)$(p>lFe(`A%pHDq`7Cwwov?u@Ah;)$C`q_S!zXx?8fxA|6?
z8=bG1=S(AmzEF=wth<Z_8-KktW}v=7cN(cQc>Q}XaFV_gsPBqQpy@DRGqz@9?Y!Mt
zx%~KGd*ssHeTBzlmNBe=*mP0kWdr?!#*gQ0Pg(!%&H<IUFH^f6Z)kjp;+%LWg(4jO
zQ!#hI=|s$^UDNj4TI6Q&&}9pq-<eRv>I0Wy=XhjSGUWV0oJxxOgIgo6;P@IYnb|i)
zd@$<}cwrz5KUgWU(4ikP4gHAxO15j+8*AuMgMxS})eSrF^D%EB*b?TedM8xXfLv6U
zb5L9qXh0xsV@cuN`1Dc_SJG(ZTOqZ(x9hPrlOH@{OSLm>FogW0Y8?HWssrAHBOP*+
z_T-X)g~=Q?O5Uq_pS0hg{9qw$<A!ld?&8IWM_pLFR)AAur`~X&_|-azc?;XGdhOim
z57C2??b?lTAu2Mwk1xJ9ncL0rWPe8$e@tE8!{?H$bo|-ET9{Csf0Ak!NB6hs8R$82
zBaC1eJJ>DBEi3S6Es52_epvDn7;=7A_(|*yK2gikQD3C~<~m2(WDKMZNAx>6A*|Ll
z?(@kc*8T&}p3Gw8vuHJeqv%fKUaxF#K$7)k;#{RieS8CjL8GQ;0tqcsu&6+(H69yo
z$763>VCSs+yHBk?6l)W;Yc%X@e<PL3KOJb8?yO5^98iAN>psJ>fDc<Lh0WAX!LtW6
z-E!<tR6J7LI(B;)@u2IJ=MIv-Bq4O8y6=;bT@RxCk7<|2yJ?-{NWRvdF}-jg--wYD
zh;095IajER$00f%*U~$PSqPg={Le0UYv@7&k0~EBHi^4`+N-E~I0($D+fcb{=)=wE
z<0ZE1iGa)L#n#pi9i149RmnSN2P(5(-ptyI1+Ez_3_tSgRk4^R@@_YLlv$1#WdGhw
zj;kiDExMXIBWjbcmoEtW=J?6K<6+uI7Fey~+^fHUJ@J1Utd{c3sk>4{rq#~cU|>@<
zs=D4gDYQvp`lJ8w9>Td_e90O3ZFK4;6ouE9LT3A;zS*(kum{Nl&EEXw9X%u55&gdn
z=pm#>6#7Q&+K$|Z`I*xV?Y`YfTqQ#YGk(Lyp9>?R5YF&s{!pRQ&vlF5UOtVa_O{sk
zqh*&b+7G<o-m#kjzrFtnO#3&WR^Ke)z4D@4C=+}9AD}$>;f2(F=eIw8Q2$?U;OVv}
z!+{n-c0Fo!!u&Deq^hcrnLL!R-fIbamlqM#d4rXZEj&DyOrZIsMgj8tGo;^TaUf>w
zEQyKz(E+ilDz)#^c%mxj)y{;3UuR<+>04vmNoc1x@>@`B?n^IQYF_G-Sy9i)DUHFW
zRJ_jadB2R)Ur%yUVblV1GPmFkUtMRdvByg~2LgAh)Z;ugA_>vxB|O7I7+F-NdT<*)
zxVvv&9lmEyuU*AE9zkb_UwN?5$e^$PXD^>D_(x+_vX4GVfuth$1vSfj#4uk{230Dh
zm?lD3Rk5qOGfKgvNxXmnQQ16rD4L&j8}pV+Z@hDMrn{A}jC4pI_at!NaB8mJZcf>}
zWw`LKK35<mAHGift^K(7svms#ET*HtLPlC>Z4YF}y!h0nkC_;@`>AYz1NOzHm|hz5
z1Rw{1ZBLDQ-QDY#CkI75Abd$((nv&7(0uaHB@CPwv}}kV;!c`HPs;68W0?tZhA-Xo
z()D%Mr4E^^D{UH?&jk||MsY&94Zhlt&~Rhb?&RFzEroaRW{!O${JLo@+5bxW1AowK
zK`>3e1C2bikd=YIpn<^kE4lG<zv#ukTmXqArId8pyFM0HV;kz@>`LPSQT~rc(8hLz
zUu+skt4PO0i`ebG$WHaf3YIR7N!df`(B!Em*7)kX-q^r7>cUWLUFGknr8O+}L$x};
z-Py4XgU=So69{!Fob`)`iq9hT2}(KMC68DchngLSmBqbWMruWi)jH(_yIB69k>E)*
zvL18{L^d}7)Ji9g*FypXjCY#j;wM)=28W(S1ZV}e`$8Z(VBzikK*b@StUFmB<}#bz
zQ664wnT&kSWgD$jzwRd=TXeNLmvZar$F)>wyu=GHTzv-t%VPxydUXYZvvy?ydnu!9
z-IBRPThsZ;AtMdcuO5m+w-A-TmKh@ysa$pFlXR&Pg}4)*C?xA#Lxbw|nL>6{%jwI=
z-m_rj6s3DGkUv#Tnw-@~b0W(dKSRw{FDBI-&p*A^FZ6!TbhaQB05X`)@30b0Kxd%x
zZ{@w#Ajo+PhPav#Bmir+HdK2{vlV|+KSF2&1t02RJ`JSP3L28#RU)(7x$Hjbl89F&
z*SfgSci<**Z&}-%^GB9W{T&~4vdMk_yw%Hr>|5eTBTM4ScJL%Ag>Zgqu(w)zQ9&he
zE^U5gW6n|s{LqQGz_KLQ-#(B(bn8}~F&ggQ?Va7|@Vd8Lu(HXP-pt0H;=ejAW~<9_
zD3^f>Z{)#=jK~2nwU_t%kYN+3MbW*9B222<SE9lc5H5V67j({V&h5OX5dh`SKTwiX
zXI!%yi08Wt!Kf~K=U5kM8jir|lG!oJ?nMVTii>WK702tsP6)@cwe?=WlP;TbobvgL
z2J_4NHKTNA<J-7px$F7I7ufE)h#CrKTGA&*xKZbDe`o4#OBl`=@1$56Cr9X@D=%u%
zLYrWGex3y`&dxSoW$O)=+%rH}hhR`XVSpL8=k5;<(E7K9R`;KRf8_N}91gkwgSW~2
zRCd-#DXcEkR6&Q;-u^-*iyyMfjmkNGI33pc+!pDyX7|)r2&xlUquEof>P@^pnp~$H
zR=2Td&o%B91MlQ|3vK#W==>C#>3r>|QzK<9@mdnE-;f+&39(*zB2w)o*vt>j_rSkX
zr1*FGTuC&(M(u?0ACklV>5>y|3_gXoOu=)BmobNAeC?lan0L9v4?PzVW)pWElfti%
z^wzKa!S$D#&H>g6U3IB)uag!WpoeOM!5CJ@w}uYgk_MB<6kGvGsC8;3;gTRUVS8S4
z#?Ypargx_ZQt+$7C(?x<puz7~(?vf{`0hD0DvTQ`QrYU@5k`*EzCmYvDo7-O84|>&
zgn<GkEBj$F?#@VAx$WLV^zRZO7W^1-%>1)|%Pw!&m%+1=Me1$C7!=s!+Y3JBU49$Y
zN`-Pbgrv!1Ds;@ujZ!qUuZ@fhh3E3j#^bOtQ!;Y<=I;3b&GW7<VU3BsHF&(2+^-^v
zbx6w<8XHOLwJ5oinULxu_!$!)usf`+*<V;|F5Pi6CPlcQ*j?W#OSni=v$c8X!e8`H
zYOj-dt1l22X&7TVvnGvYw=Q}2=PH9kQmZZ5_ub`S1KWE63&-jGo>+*((ULutHB}B=
z@3=oNQs_CS2;z0f4-c?}07#^!I$5&@^|8EqZF9jlWeSRQO{4vIe;FHgl&1!y$U*as
zw-CTXdjMxu*4WP43v(_=1Bp!-^}J&S3eWQ8<;c$FF=a;9@)we}2ESbNQ$qMiqFAN%
zJeZ;OwIz9IArmP0bWB<4Wlk)Wll$ZyUdl~#Vpei5Jy#`YF34lsns)+FI6u@FW~vmr
zfuHZQRXlSms`a3N^EJ4$q4d^5Q2TuqhL&bc>)8OknTc;s>C41j$nNQ){bA9FhD#{C
z-n%f4v$$>HZ*=cjx!zGJQw-J>8~Er;l6`QaNnP$B;-C$|f6$Aw=&Xq$LYjJvjiKEC
zw29ws%ME*_sAgdm+M!zXC`_XruwZgB39NQFl>egRzFrW!-$!ANx*z*mWMD^ZM9u>r
zLqZDn0Gzw_C?T*wx|l3H2NKn4b-0(z1nC-FrRxKFE)rK!8!pSHri;3z^I(`D7E?&;
zLu%I&#s+{rh)<mhyoO+c493R?pV~}_Pl?%*U0P>`8jyK8qY;MS{=eG;!qS=1?rBA&
z(vuDqmaFu_Lc69|c-$9>q9KzG!Q|dqFc;`Qh}k1NrKeBEjI+;61I<3s0F2+w!RDle
zoBrHW4G9g`pcb2j_<8R0tf_P^Y=AKhU#Srj8I%;sN}3o<v(Q|>Ew|gq7|e$`JoQDa
zIl<Z@HcuVAPTew%yH2#BOxwO^$PDSIM$tY)w6%DNmHq|o6BL7RMes>tBxcQ3nI_-P
z+1&?1%Z}4L-`Qz*N8<ZTUnlj6>8MVeHISyr@p0+Wio9G5yP>?6gsJ;sdskeps6lFT
zQfOnu;cSy{mrM6FCYK$@1PJo);^iOi!FhFXBX^U2h>$-%uBQj8IwYe-*aKpz3SsBy
zYJt5k0R-<r4*@knk_u|5ukRLqCB`m+suFzhE<P2NN5*3fP_gZMB}`|wMNU?ArXuwJ
z6<#KLS1f1>`NXkfNxA{@!a(UkouPIs73dHO3b~1=^|ql%$Rv$(H2+{oLr>>hM?_)D
zgzY~@9dW}!yYM|kMkYIB%w&->sq?4&NhX4Z+pjvS6%DH)aiuzIh60k0%^2BTMT3P2
zFWvMq*~7a<!VU>nENW|}+H{|C|9BW^HTAuW>a*n5E{m-6bGG8lP|L~n)i_~ORoNFD
zY@9hy*8J18-jphp!jAJ}>R*e)5OghlF@B$3tD&I%<1(C33_%S*KANkZ^ml8pyrG*&
z8NG99I8n`Mfn02iw(;2?(~c`EeEYeu{nq`Plig0(IO%If*GA8UtFu&OX~EfiG*-u|
z)N7PaV--J$lK%6YAd&_j8_8*$)5cphjy^~KB$LUhu_ceszKw4O(Pp!`=luq)#r@YO
zX~kb9U`pm%PYg{Fz`s2zy2_@2o%7e4YuhqU-l<7tKvkmrfL%3Z9M{EJF;m{G6ftyX
ztvnWSO90$I#Enh(!tR!&EF6quxOXkWtvrhHb7B97X9G+le#|u021t6o^H@}*g9V^&
zs2u&}gubHVt%vN(<iyfPqblH|(8;<Y)Et*ffBY8wK^qi{;=ip7CsRv{uCQC{O=64O
zS^@?C{hOw|aiSYowo5I*kS}ECS>h5j9^cV574vTH)>8OFiw2}l7LJfGY$Gs*=Xsv4
zJrieuJyothnC@TB+_iiTxa2ugr8$Pq{YUO=k$c&0G?T|k`lL+mATl!bn%k3+r<Hp^
zo<7V(*#40^(`!ZNQxqkAN;5B4m_bKh#NQP(ALFC0C-NEKo0~cy`&$#bkzHn4J-?D+
z4<#S7KFm=(s41k&XK(kHlkiY0rAiwC383Eq<rw#$`k2Ht5%@vwsyF{^xD@pzsXpNk
zuljM+GoXEb4H1QDrx9rAYJI}~2l9{9XV<<gw|k8^ZlqSwU?=WSkHGaRj1%)Bk4K~R
zms>{(_@46xITqC+Q+4xS)`8EgMGW{s>_x=)GMEpLy&_w6uz)5%mavrXUmmr!WKV*E
zn1Of6_SS|EWTaDChF0u7rIu=#q4m_VZ%k0|5MQWQO24W8ueko=a@=aW>VFwHe810D
z`GK|-`n}>ol-c<Mw!tx}Htoxl`(WdyLR)CMF@Jo)0R#Gve~OH^g3-cYJGXv;8%MX$
z?jJTW(wcFvTxv*mmCsF+6JT5RlEA$4nZrxw`S;1<W59oqVSShrV>JiVBki98Ia;m=
zVh3pbC%_eh2ty8`Z7cDGEGcSg`np0D{=DkV%oy%fi=g&q&fzU|U1!{RHv`T5Pet2T
z0!$k@PCkk4o37&XBLTQuZd5k<J46Wn@{8ey4Tx#Dw@HGGBE|281BYf4U5|X@E>=d%
ziAb`!@AmFUvF*=j9|MLt114j8wk~BcJO5o42AFY@um3#i4+js;hnXoH2J%XX178(Z
zVE-D#qL^{w*0ty!vGd?tpAonPIpu>WM-A|tt%!O)L?WCJ_Ao#%N~r(-8L6@>)5xLO
zO!;q<z-UQ3_P-~eVewT)JIBtW25?LGb=)W2{uDcB<bm%bWDEG*-9OXDh?^k>^GLe*
zeb|NX%6g}&0e3A}s_Qy^^EEUv5eqyJ>W?7s2fv&2&0ANEzr~=QNdMP-`Ci3UUf%pW
z-%mSKJKo>vVlw|q9?=6JsZ)do$BqbD-rEWdr>W`7w1J>=pnSl7?keUngZKTJ;b0WL
zhd|c7ElDg~>`-5pp!Z`e=n-w9N`I2reQnyD?Qclv(EUeu$0<#_?{|w?`k3|n^5bBj
zzjcr<4M4ghZ4_?A@+XJ+pGdtg_!Ts**gZw05G8fjiuw|VxtLF83FhbL*V8B&8ykD>
zgwr&G-d|P$MI^C5z{|NmTb?y{{CAk=P4IawSxH5gwb*+9!`#)U^2!i@PF)Z3`?(Sb
z{|ba#zb#&|W&RDl=mgx&3G8Vd(PI@b6%=L2ssZyt%Iq3I)tvsqSAFqFn`Sm(!k+0_
zN1gB>ZGYHG=V^ysAX)i2MFJx=20E#Q*?0DrB9%dOn)GluN7Le~9pi$6uMtYLnTHlC
z472_zq@)@f*R9WU$$S((#|m)MAN1C|Zg<fI@&n68QBxCNQQ%6fY3T2H`>6ay5_?lN
zRvB8$&q<0@6nj5k8t58-J0Fb{!nT$gdQ)N2&#S+yz1h}c|DN56sL7%}1t$NAPZQ-f
znzBEIJNft$Z}9dDx5rBO2Xr56?+Q8DpY7+HaZ@o|(>m&Zhd3``)JUGJf0SLbbLNGq
zdJZGik@-^Nc>lhdy`R@8Wclbr`qcETmX_j2ydCQKa3~7l1l|OwAD~!mK1o7^3I{eF
zLGOD9(Az^3@WDeMjpJ`NR_7I%)EH;a=|4J<z3Ozufv6*>kofb#J1DAXF<y`lF>*j8
z(V1Wpr`+^8x}FA{YUm8^1zYrr_Tk4TN^kIIvOCl0V7(eKijx0_Q){?Ey>^bTL0Y+K
z8qc~E@yUqC_;8=q(81}U?@94nV-rA#=lj^<$T1zr9HG#)5U8MX^sJXD_lV}CaUWTO
zj8JFfN||uug+in?xYQ$D@OxprG|FO7NM+gUl}3C_kx;><_}39o(QLUgZ6Q>k4399a
zd+#Ma9F=gQ_d$nIF3ikEjoKIx%0Wq=7W|^NZB>TI^d`<JI%v*r=)tp%pU&!2z&Q5D
zaCW<~SqEn9wFkXdv?3UdSa#xh<i1nT9C`inmu>D|s1Db=Ho>ndoBXzn%VWQqCE|Rc
zjPawq{Y27>9E!FpebAl0`KyoDcRCCCw86naOhUrdUEaU(xXB5owt;()D96Pjf)^Zj
z4knYi@5ejfXS7x#g_~+rFirw~|8yo@T3q|(<3gS_H*L-wYU*hAlb-^CKfoGaxWk@7
zDf0eGybt%xqg$jW@fgbk0y)BuE!9+VhPK=$f4U(lAMJo+`)a{TZL<w2^*tqh&NX}b
z^2sg<*=?6^Wl8=cEY%Hl^_c~%HX8S}_%IQH{vVU=N~EfATc0khhw~?*@{;YXARI2i
zBuUTL4{rYNaJ6u}DJr)xZKN@9`n<A5dt0r(Or)PUtL>HW2<x1dT<R-w4zzqIvbVbr
z;WVFFK7*;Liwb!TAW0uL54eO_Mx$pHV&eyEt8)`v-$7jM!iIb8HW{^XPrQdr?Wgjb
zxCq?L#K}>^d74`i(M2Jzg2Z6_gmBVi`OunhdD4d|j81|P{gpp$i_||^Z+oAsi+B|m
z!4R{tvGF##tDnFw|3|W7|B>t*Z@8xU>u&C93)?lhB4=vzacHFC)&d^!e)+vMb7$u0
zg&34jZ*~2?()uKo`&b>Xi_re~*Y^{NHFxH{WocB#9-JMZu1MvL?gDn(_K_N5<MOax
zlI+Y~_isv^*HuoRs>-}MIJijJ;tr1Fg5BI|ja(_OkLk?3t7;MmFavJ2xZ^#RaHD^0
zoM^rbH(uNIRr*jrMe!>C0G00YlsWUYJoFnkEroY+{Cdo@6QG%}>r-!xaUCkE+1jQ&
z>%k#%-)HxAz^4M%Q`s{qu$xh0xSk&eR8U6AQqbcyFGycNS<ZE82A0_}YYu_ZBnDZ%
zt;LV<88sNEzU~$d1{6EWf?su%ay#?vpVB;6Lllyuvd$$A%rx1wHaum}eLh@&LT=Kk
z(W=nMvokwLS7Ka>R}6hSJ769>9w;;$OL0`IRsDx;`BbO^rer=BIA{;O<<T&|SDa*5
zvc<9P^)iSMWAx~kkvF`9T*~J-k6Qf%Bm=0Bkx)46sR)R>)+CKTe%^|mMc`<%E32p&
z5L)^o`ObkTSss!$Y5lt}iGYZQD07AAtlKd+G!0;Y2ODIEC+6NV%Q4qlBDig2X{3!g
zWo3E>T*C{UJ{PFCLIYBu!`E*LJ=@N-kbKNAE>zdIMM23@m4g@b9fwY8C9vdKnbNMW
zVA8iA+W0C8l;r<^2+)BnjIa-7r?i6Y;bS?|VrVhcPs8Bz$KJ7#C+)azpf5cW(C1mH
zVd-B4O)XsD$}f<YYp{(7Li4=&E&NTxS|A+N+0<E!Fyc8eX6;~RDMh?6|Hw~eKuhPr
zJVzRy#R%uL(KmYa=Cg^!6e61w;&b7d6Hsxub{{?rA+vVtbQ4NsKb#IQ#A((YXih#0
zB|lx4H>6oqR2KF;T;kXi4jlI%yX@4vPhA_rv>**-i4*%R`*mf%?$Na0EolGs@28(Y
zDINcxzt*H-u~JHD^#V<{py5f7fU9F{Ea-HRweeGqp@0cqO}T@d&?#Q~rylqBclyqH
zVLip%5fNkKt+qG`Ny**nWuKWiuJUtc@Wm<?dDAoD=SbPy8P!Ir7Sjr_wuuoF6BAQt
z6=?*~GKL1uW!wlyE;}xW3SG8{nZX^OBTB61oNp}oc3)BzPDrO>PTpczY<T9h=5n~s
zT&GqlC=Tbn(kh6FXr=qFHDJYm41EpNLjpf#FzgSaB_)3Ub7O32cB8|g?H+w4t(<pR
z1$wUX^RJpc)@X4m*j)5`>?75?c9Qygnemjm@+Rb}@%d#l@=B~f-?0LXGjSWU58du+
zR(E>MaOLn+xjsexKu-9&>0p=*=WxOZKMhJ`=n)pvf9z!D2cO7pxJt<$%QcC`R%dDE
zWBLZP8sycCCXi}ni9A{#!1}ZTfxD1-N>{^ZFz-YxH~!H){MR+gulg()BKbs{atTL$
zYFL<~<g~C2U6E-LLgwV?!bN)CBbGA0d8vh5wUO+S{v8M%E&@Hq-;`2;4<Ar*LVCr`
zi=e!|)UX0}Q!B7K=YlJ6dFI8Q5<*g-2GbG__<%w6e1x=K1#wHJ61O={7nRg9ew>d1
zbgqeq*ZzxmBU^mUndi(<gCSb=({I98DKop49z~(uu|=({?i-#(o2n&X^1Vg{1*s!8
zAt8f$zRW+8av4tu|0dlEA2Y$c*2CrCKJ9vp8>x$X@Wwsa!6Mju#K&>(i`B6?1aj{m
z2xfg8p{jO6*a<90jec(ne_ho@#5889v|jUexm13yu6DTHY-w#<c^tA{da)5eQ7pjZ
z5D(YN7B66kJfDB+{{i*vI@g{WxbMFfAwev9BFpSl+LQo5`rUhLCHNFkk$=o-v7<hF
z*)cw6!|tIL&rECb0!w_L>R8+`TrONGamamDOm#E9`IE5oSCpnqB1eMeW~uS_4Up+^
zA25ypCr&D709Y8*3t+2=C^A$f3ZK;cY?@#0M$sx*mYS!Q+rktZWCisc5N=O(vH`0$
zIsZH3mwewiVTq3jX=@-2;j&I9lJ-nkYA&UjG}TE1HWsr%qN&4lbp^p<rbK+`e5PAm
z+@tUOH-C~=JYx((!qG<CRf*Tmj*fL;$JaMohJQd7?^1yP5DA+~myYMuS?pvV5o!%-
z&)!hzKE(I+46D^YH&?jOQm#Bu4OcG#9a7OWo%B8(cZpq|v*~T>-ujV7XFoIgA|vhM
zQo|sD3_s8)WFLOj##`UmJDVH6RICYHDwa*S^tttKc@n0Xg!~<WoOj@_(|^5SJ&wDd
zKT$DYvMg(N=7DR5?8SsdT{xrXlU8cFtDC}5)X|Zdn3x!V7Js7Hyy1D6sa~)1FJ7c~
z$+lp^FYYBu{oWw`pUcy$D8BVi$dbKnxZEm1=xUq@o6Vr%a2yUYsB1{KT4lTjaGy{}
z=>w&6TlvwhHnf2?pgOzGm@p$XC%&>;JM-u08_iV5M05Qr<NIfqLPa8ApnqL^jg0i|
zX7roy<RY4EF6Q9P1N{?Crg_Mz+&HwERcM#Bjk^-cUccp|FmcdnA}|cJK(!3yR`aI9
zk8O;<vBDU{cN;7CrLn_7o6fcYlORFC#g#NTD6!#n%JjY~{2sIkdVlEuPslWi=Km<_
zcNM80<&Hu1uUabcK;d&FNZPU+c?_;7gbQO5zMV*;_M5-U_lOj2+kY$rTA!9)Au%?8
zg?~Htn(NEi^n-WD$&H16UMYE-CnRcfW$N-VLX9gztGNqd-+0W7K^X;Kmm^C+*Opaq
zacOkzhmP+AocWC;oolx;KeRz1YTv8r^I(8^=kzkZt#_$;1lrZEx;gVKk6TNWSYU}D
zYXjusmgk<?0-2!l?Sq$=G*VfA{p+g9zmng%@SmHzFm^hl&XPkGa`-<9X1tCB<~77b
zSNU~caR`3BW?dkyFn_B(<`JqiKCJ>}=4INEo1bWAG{hHhON!|81K(^YB#TZR{oTR{
zlWfi2y1H{tY}?(p@Ya3f`ZsD5Re2-BRUs~z@4IvdV+!58?7~dneXxgw(gsDTmdCQ-
zV<=p0)-Rrj=F71zJXzD9l+<fS@=x_*L*68FAK%wEke(-9t{Uh=Ty}}R0lpVM<&UW-
zdDSANpvoD)+s>Bo8{{0qHBqRPB!{A-b1`yjz50=&Wb@%`=n~*aSSH2$zuG5rhp*@-
z)tMWr*LfS*mR$g8t};*GW97Aw6~7sJ7`2Z&#`WG|`8s*E%aZ-8NXlpmuqN>Yhigc`
zs%uJ`NFY9IU}Hq^<{wT#8u&fgGz#9sVp!`@znJ~*h?%(-JtA4_J`J~OO>0zsE@LO>
z77~wu?T$9yAzJ8sM6cl%bGU9&ypeeE$@03QGjmQX-8o!-ZsWCiymC=^uZ*(ImOsqd
zxjQOysR30equy?QzutpuSGN1|aLJ;{0T**lyZ?(@n9^;1r~9EeF<-Xgjpsa$FX>*N
zpfYW8Bzv6HrvpeS337^Ajx<AiwbCj_Ref_@d9gE}aP9njWz_ug`)<!u;jX(y2p$be
zo^mXe?YsWmgX2*#(x&WfWD*0jHs<`*Cn8YQ4NqsN5G1!;-~<ay*bR^O7kpF(;LlO!
z{~9>uvDP+dm>yuP`CNCX@wCoNFzP?pXPs4Ww)kQRyy{9YhP$72mE~J*lBX~-f}X|Q
z=$lzG<|H|}w!`Q-%f~V*66+RAaWf~Gd~>0zD}qotVD*oQsJvkQjWjBG-p}0m<7pa0
zOiY1hKL$7r8auf6jn2quOZ2u=!obKenut}NYS84N&yHZ${UTU&ek-Tssg@n%^DB>k
z^Eca!SR>H%mAmw-@4EQnqIzlKB8hd=7F1+<m&@JNVwO-wrO*V=%VSs3^U|9+cj=8?
zCm(mS@9|q4WApKhfPhu=f!i13QQpqS+Sob;Ma|CF(pY<WzDdPoIr3wEz~f5^2IXWc
zdlTU2zxau#JibP1*O6gEd5a|#0U00hTISR=Mnrd=nZ2>hgcCQG^lg8<9<&rgew7%g
zFNP;7BJR$|Xp2di>l@;iSq5q13I?ohcMFmpIZw?3zH8+XT#-P$B%>0^o9?|%A0`8g
zQ+;7CK{(Q_x6f;=jwU)m>G!$??T#*7Xo4*%mYv}X2nhks%`cT-@vGQq&I5%(=Jwr-
zApyLt;lUw2F~Zr0zZhXaJU7>g`~KQ6G@WMyn|&n{NWal=CQuH|Z2Q9&|5vZl&j;7(
zQs+;Pf{n!4^7l@H^dFsCvkJ<*c#^ayvla3I{ET06luM2rmmC47@`ZdyCvJIZc^^Vq
zdQP{ev<qHeP|&XCs0C-qx0d*0l}<iTmxjG^)$<cQjz&rNX%BGr(aSg;d{n`j@kqtO
zN2nxO6ZJbi*vnFu0r3R=QZ(T(AF1YUnb@X|C&W^(%veNpCnd5wz47$}U~B_Ya^d@q
zad<#(8+E!Y{r=|U_G9V&6^_Z~R3{}I9tp)kc3<T_V~`B0Pu$$zdm?(i3)H(luru&w
zAUG+3L(zXXAYH(#86mlSRQ_oned#?(-}Z+!)R?z-h#@Q`xh{;4fnj0JJVb(1aCHgx
zl5dX04U)tG>6OBrLvZJH(of&J_>)_YkFTiJC-1hv2O9?SP=PWXmPddh=QDR#q7xU<
zNofL*K@ModcOC5j;Q1(M73;DM>!omZ*m3@H9AEaD&p=D=#W&k2Af2p8-C(^*n0TQY
z*WpIxC0v%bzD{!-kv4(+gd4#2GRXqdOA|?OckYlhmi`CLKC8QHEc1_hE-Z*-ZWRu|
zvTG|H3rfbj1}?8Sygzww)Q%w?u8#CD&$}v2J*l(#;QqT{@XCEfpA>n=bVgL3B*zZ{
z|8fBmmabN9U(25<V>$^_-gO0K{nN(JRUll(x}5n6s)Pq;X%=sEB=};59b#<l-=Z>R
z?Z}O98TAq*Ww2Puhf8+uz3X^e_fZg?*2TtKGglACzU(_}K@@^yNf`J?i=Q=7O;wDf
zvj77q8}1Tgtv`mGOPB8N>jc)$smZOl=-jJ_ybu~Fb?w-^>{4s9^ZX&-#y@9=v^L#4
zU$0S)T%#e|;W{EQ=<CQvAeKwUV(=c48JU*HXfCP;fk<(1B(Be@$#Cas{Ai*otEiF7
z<pf>tuM_hWyN~OFh*vh(S>t$T;bbw{Fzi4-!q47s40ay6-VxcZ8!7%*E-v!$fKJ(t
zN|6iUq$>w`tW$r_SUC}C_2|k?+r6jz0vitvMU&!aUCHIf3&Gq4JA>m}2BlW((T$`V
zpSuQ{@AxD_-%XpM&fxEf0U6ID&chu>Gtlpz7yYt+(!TbjDWJ2$$%HD?!RYO^Lc%99
zki9eM;iNZL#B}h@8;_@L*Z(m}B<9IzXcm#lZSJLJQ(+q2?o?x+>Y+fZjfWKGgyI=h
z6RnfCwGG{&7z#nMMi=L^Cg7F$4E?(%wGzu8lK}(r+A2jbe~Y6C+F_8lS=mKdY{|5R
z#qv=s1&eLTl+R1z9pxk{lB|jB>mP02|K={zGoN-#W%DJdUpY35;%2fBs*P;%la6c_
z7?aVG<15)QYVxb3X?CU{6<}8@orU4nWHoPgHSqgzEz%}~+JezJef|6lRB5|&y5Qdr
zNaXaa?6zthTDI&DKaQp63!a|zU1tZu@Gc_xKg(|Z6g%1Uf4NQ+|6lRvGXP7w>h<IE
zPggx54}>3fE{M-cdwZ!_={~G=AnQnMPI|~fZ?*=bWt=#CKHnDdb6y&E@AS=T!<BHD
zIQ(J^pqBe+M4oX<{QR|CY5*F?Uy->W`M)yFw;nL{>1?2so*76-hrQYD<#lMsZ4Z|r
zo49Fm?rTD(FqCNCq&&$6*^_GBi4{gWg%tN8c*pj3s&PwpIs~E1LC0hSYAa+Mwy^<V
z)dsSJ{j<7I#`iICa0XwS%j|mokM^W-zf?;7qC6(dxv9D=nw)ghd+dTd5%!}AY%Y%L
za(_Tf`t^?DZci$gA|-+>Rz@*Z+M6OUT(@&)&F#Vm4cd2@b;6v;1`@VVK#+ai<Ovrs
zhF+-D>q-}sL#D7?5aUeP7cKnny1;ucIiLiLY2({_gq7C5qt{c<jKc{4o8yP+QdSq0
zzOM?`psdCF`>S-}7Uqkf5QD)v`<jy<fT!*8tY3xZAZiO?@MYACU?+)4{tFQH)W&L*
z$2{3r`M)Db6X>(Y(Sxny)CJ9?>ts)->d+0s7z2mvI~`(A;PPhgts<c17|5bR_J4N{
ziJ##7F22(9yl86|B%pXI-4o8@&1?Ci&YvIc4XqS0{qtTEHF{nsei}l*Vs_X&Kj3wP
z{`3DahtmYP|7MH-OeW+bDFf4gUH5-JU<Lj^-}*}+(lZSMs<NScaXS>dx<Bok@12zA
zEx%<E00VXKMkfK&CJQ^QTY?&NY!*_hMo2Z8(boe6%KAtR>vsdw8gg#R9~{GBIB#Rz
zEi0k%;TGHL=ACR>CUjq$oiI8voYRqja7?F|Q{}}S$fm6kcUrU=MP%NK9=Kxh`8Dx>
zEj<5J(;mvRm9@7w^o<g0#)UVYG!rGUOGEb5bm=a{fv7V7k$Cjchc3SIi`qyuTYje*
zF?eQ}xNAaQ>9iwEJ&omo9YEZ8EI(cu+?0mOpHWYa7Kt*6N(huyv^hC9BT3t((<zc`
z<?RgFV?yABz4RMqZX#__|4#!AdFkB&npE8+nd>NoemSMws0a$)Iy~o>0bKRgdkrpX
zK(c0}aXS*Z?tbN2^LlGt%7}0BNBXM3CzmPX7Q_)6>Eyp9ulq2!*A5hG9@tWpo!*!B
zTOug-$w^u$GYLt1i=9twUu6W8%uwa_ebX5@a9Q`j-HUJDy5F`MvWgt~nH6joia4-O
zs{;|U?wK#R6n1|_5aYI5qfM_NPUUWzq?4_GWH(x5W&Mt=V76MU(~uZnM@`S@cGeiX
z<R|=XBU66Z9JfaMN2<WAmlkf4<5n=Sx3%EYv{|iu2<NbZ4gs~_e&ja++s~giVB#vB
z)ScGc43{-~7v7S$MnW936@Ty~IkIF^>gxSvx$%@=nm_d7zd{lLO@2$$lgJ5Wlu|O$
zr^Zi05^;9K%hxIdDHBUx2mPvVz0@g8#1kEyj2xDV`ob$N8dwrsSZA;r|7C0kld;H3
zLy+Tppf3b7<Lb4PeApKbanTI2*po?t%`jb{+3$>GiAFNiXtz%XdJe=Tl=hAv(&%J3
z5lXPmhz1Y?>ngqprOD_dVvdiA)#_XIeve#HbzFOv1KbbNgw0kIF2L}l(GJT|N>qrI
z$bUQ^)++C#{=T5DtTe$wl0ig5N3E18^Mt$M<yq3DXC%dmZS>x&oxM6Ug(rhYdlhGd
zIgg(;Nqm9CG2re!k~2*mf2GscT}qH#5I^tU?|EXNM(??*<+%O(*$%}q_7gH?hfP&M
zZmPaq*#qWVAa0#>R*6_i48`4H&`aO6*i(eb4%nO;!cA;!3=Fi^PP?zuvL8HIBxO7K
z)5R*{=aS36#Ac$KI{50ze|P_tYNkeC2EP3?kh5y$XY~a8*H4X1mKHe4-lG<MuQ!~S
z^;xR+;qJJxI-VAEx4gn0YKD^$WZs8=RIy@wsWzIU$)>-F%+eihMf&Yp@DMgAu8V)k
zL=j>k`$Qi-^8H$au0>RIh0A{U!DA)NEFv^`0A{YyyV1&nGqibNIiJd6Dy3A?Pa?pB
zOBheGcct+AxK5iIAmQtlrY1@88RX<>NE6!1sC49H-<d_Og&{J6HK9N@2UT1Y_HchO
zfK~uGqX9Wl8Z2{L+fQmhX>MUWQ4ur9GH|)JfK9rrWMgs560m_sw{#91O^;4fFWv58
zAGw&#%PjxQMiHJdgQ%xd*yp;S&HZJE$%1IN#q`UdfMOJ73gR%5%gYa?0ogD<6t@kZ
z(>gAxa$-g@Z}H)7Y}lUXsn2Y@rEUjhP1vIt;QHQ=e0)T#goYz^yL^iRoaA{GB(P{q
zXa;hWtiz<G@(dOYh+%!sgF_Bfyx7$Vrb@7A3kQu?s^eaPEl0?1Nb!0M4c4<#Q&s|H
z8tRG0SA!ybd2E#B^o89iTj32)%imBby>&GjO%ix!>uPz=r8zSF;y-*D3jXLw;v#ps
zXch|2Lr`L$?qRq_a2ce1D*Y+#3q1UgmtC24z=qvI5xXO)60X9abP_+jivN)g(?ae#
z=BcEtR$5-}qXMDm&gJvlv{fxoiqg;w+0lJZ>CF?QAc?D<GpKMn@j)5DNn2zQCOcC2
zT1_*k)wJih=$ysIHdhnVsvCPv^f}CrTB^<6SC9X)GsP1h3y7~7vvq?`+QCJ@W%iS2
zR(lYeiu2B03>T1oVp2;gPr*hOlah)cdO#}*eG11vjzu8ot2Fj%GXk!dSW8v&Ah6<^
zK59I7E#W&v-QqWO98zy((EhoCj_B)gp8nj^&U5XyY`Kys7gge9&~-l;=WO=TpzTID
z`+nPf3`OVO;H_r!8QzHzno<Aqo?Lp9M+Cf?wEDF?M678v{9$|X9PiXM5vK{yRRaod
zav`{mm`zg$A1zs7uC(yx9yF_jT|nhp#Hk%++v4=DGcJs)!k_1o*E|HP@F>nju6Z=D
zb}nx(OW*M2WT#PCt!4T15nhMbg-R#-?qKz<lUb>q1baz`9HEQwl*x;*@k*D!RLk>Z
ziokn!{OORUk*nfDYSRvjL0b&ZKccK@an)$a{M4I26Pc?RjNZ!(E^s5PU$al!;PyUA
zhp-Nuh+X_pAPYvfWg-0QSF61@y|%(Va^zV6ObTQf3+LpA)D5g1wxq2ffN3vlwLh7b
zo)iJC^J=<8PV^)ucJ@+;gIn11(49y}wN!m`NVWYZ)VXYQkub%GU_DdJPZQhNn`HD!
z#Ubxk9l3o>!F4TCc;EQqKyYNi78vQc#UX|&{=|Do9U~vPNO5~RDP%3|N3gv!H+&gY
zklqS$$jVK7e}4_jA37CZ#V@J`8D>hQt@-Qm_uubpVRSjQS@2T?&uURP9a@DPpT}$g
zZ?eqSeX(;}R_TKIA8X*&7gIaP{VUb*vev<Aoyb!9XfT}`jgyt&onDtR(@wS}NqHuB
zv`9zs7=QwJ2!AdQR!^`>7za}>qb@@|+8k05dhU~E$Jb4Dii`^!rF?ayzOoIxSJBR}
z*a^%}=AlDik%!MC_7y_q_8s5$C(CR{uNyedk&WQo0sZ$tX#MY3<K%QJl#T94WLn%v
zqAu}&xZUB4>O{|c$)zoDe}!|A^>0Yli?DI4&(*Jl%nAx{eMs(G{>k8S^|TY94NsPl
z`wp4ev=NvnXknvc@B)@A$7+c5{w!AoST0kDyGU?iL-<8twOU;)BCOYr?|g1T?{)i(
zRbV0h3V;h%fmZ?rXwlxbWW5h~>!p_CJ^`B$ie{P9xbcI%F8F{o&kjKBmKrV4+w$k-
zz#;7^o{QKxTvYfrZV6<S7vuhiH8`NV4@~9k*TeB9p`iYiA1xxd=?wQ?qombnD3}R7
zE2;hpH4g|KUnj>g)5n>5g<b`gt;H6QGyjy@0Ti~eZ0*y68@uFTy~o!Xxmdm->3YQ#
zTVB9lKZ!QjOd+|-#L+CYK1BF*h)~*EVTgFF5Y|vDx&2|zFkcZH@YTxc=o+j87W!aR
z5tJuD6-eZ$BHzD3eTYHm*%dfSVcj7@!)8>-{7Z3x<kRHA=#7Ym8KvkaFzFp2W<Y33
z){=u-dawuvi&Lp~@VX@~QvqyFC!N1Z8zL9A=TP9|r@Ox_l4q7NLK*hutRvPU#A}<+
zv70#<-L2-q@vWOJma8&wA)!J9ujoYFFGv@@NtbA8>zFWYUC1~9-m(14>fP7Q7vvT7
z;3M-7joyclH3~rdA7^$&7OQa-JLVp%wZJv%KLY*gvL#<E>_>6$Hux%=6=__+c6B%~
zcwmzG$7}Vbw5~xU#q3Bd#`Dnw&u6V%N*!ta8gbgj9r5srAg)Xue&FpB#fgAM26RSb
zM4YkZ7Ms&iGqHmL)|p3O|8{jA#%gjI+;jGp^MQf$7d9gy!QgB*ZiD5ZyOuAf#!EF(
z7L1~!xb+=UGu%J_69(%}u6c{wF@Esze+HB(C^>g6@JrW5o{u*4UOJ_t=gQkCD4{*Y
zZ<mi_uB=9gMYd^{r<dVq0@3`$-rj`5tG5Bd-su)KD?iSP{I8G8!Ojho-1EM;<C{RE
zFs-9YeG){ae7+iDc{0V)2}c69$+QlUu(<Ht1M{5_KGV!%`@7e{<#jT?P@1)8nkGW6
z(D@LWVcxyb#Z-bgY+{xLVggz6c{;wBrY9e}NZQs4;g%Wd5#>3Nu0n}=7w^V~?4wIc
z`iZ%)a*NDAwhoBX=gw;j?1o?Q#l@T4-7lcXLDcrO!)jzvrIa;K&6Cq_IU<R^OBk=d
z6cf&u#%PT!lgar$in&Gp_UZA#e7<efk?7%bXwG2os$^qlapUtOG)u<UDu{jZ64GRv
z;I}0>KG}~(E#qUoo<ULnhCo9Wnzj1d5sNnNgs#jjm3vsv3Vr28V2Cppc^$jAm^}h9
z{cu$Obr&vJzh`7y=;QV7uAqKxhPSvvxn8+7>Q$D(p@xpd3;H{tq%(U~7d%Zvgc9LB
zr1dBwB_I|U>lIT^bKiZ-l!|dt?fEq+R%6=q_T=Wn*I<ENXcd5~?F~QqZ92tE4<wQy
z3gdq6@5jy;qPP5=9~O=^Ceq=FtUJT!416uBQ;-)XKGa1XoVb!Rh||oe?1mVcf`NC}
zIb@4#TOkzwb<>Y_$yx;7u~2@_egtE%MJp#p9#eDD26x=g>8Ue=MoTPR(GyLe60iby
z5`vy}k3+kFDu5w8^}|ERyKR#6*arp=Aky#o$7H_RS%6l|-+Gf-ZW>m}t@j3Q>JctN
z>_R7K$p*W(1?<mXUM3BV%Pp8NrRfuvgmQ&~qQEE9d=6t6a~5#J&6={`&%{z$iv>&x
zZFOKOiZ0H3IX~%{*xKR{gLkD>W<G_bAMb2T{WY-mi=rqO9Af$yMmk7y7nuj!Kx+(f
zq&f1k1>UpR{_h85oj!-CdJA4kjduan`a4T&Z4xvtvB-pIL3f7takeE-sUA7^$x<kI
zG+z#Kdlk=M2q=6<iERE0q^kre6i#zgE?le}uyzh<kJiYfvI)zD1{0-Frp=|n_-O~1
z9w?7ni>QYf(Q`qEoY=AuSa?7Vqg7SeQ#y`MaCat!r@t3N&x46?j2&rz$t229os1Ej
zx$$%PKZqd0ttkkzKqO!<Z7_Xw_4|NugDItBJ-CeY-q@I3D_W0p-rezzbp#w8@NoVq
zdRjl@xgav_v;SFBMZa#xf#-GOL8+@VD<aWN=0f44nHqbUe%%&<V~`}%;69SYrfOut
zdeqaO4|1dRQ`SQZ6`u*qh}XX5P;iwd+_MQDNqm2ngQ8-HmzI<IXsAc9U-9-Sm*U}k
z^XI&_^nxv0|M+CCMK+W;59@N6WgL>TE}&7+40U3po0Gd+Qp^Lix*i^FQ9mst*~I!|
zO<b$Xp3q~{0oUnl!*`kAw%P1t>S?V{36~HhQ%yuyqeSDI*f_OdQnY3NxZFoq+fNl8
z6u>|D*;!v+x3#QRndZ*i45YYYn(d2D6Me;aVWZe$o-JqP8F_RfpO6?1)+_Lm2$dik
z0hvo1<09wl$xdb@C>^MLZK6aD)lR`QhFXXRt<*#>R+eESA7%X^P0?Ip@NHl4V6<tt
zT#kI~rMXppT$H1%E<*tE9ra%CFu^f1ar1;%>{%nZ*4l?@-S5-d6Th!;$YXSi&YJ7_
zvV~{^*ycRD`G|Ktk+7^g1MhNrjGXGvZD_HdUm}XFEOuQ^-JD$IvGVhk-g&dMhwGE-
zR(?u}h<rc@z2m$k{Z_pQL4C?9r2FNKhPeJ*@5hFgSZNKO?9Z1=IxM%bNwc2<lN=K!
zUB-mUKfcHGJC1z0jXF|V+vV;~aUgRPBFK5xRz;NXWq^Cov|L)3QTAdk<hM<6*S1_)
z47Q8I0138#c$HAEW*eSdP*E*D<2rlS%P19(Bp!kpn!kKARethgo^HFAS{MKyAQc&F
z>^_`(NO_KRojYGq4|7Jh`U@+%nOtY*`}y+6_7CA$ni*M*{9*wqgvt_xZfzfI>lGEz
ztts72F-v8M(zPnAOg6E~(fCdC0K~1SIS<6F3WEZ;D6A6Ch+H&?ZUVSOKi)^e-6sSZ
z-EhB6wTS){axZu8|IEDnsu5pF@^>Z;lP@*gzhql@-9W(T1sKHt+)Ut_NHD8Ls8Hm5
zdH86CZ0z$p+*X#${XD{K_l2q6XGUanR3Z`bJ}0X*RE3L32w;+4@O{DHVKDt4zJ?-i
zX5g%S`m3CS?ov$Kl(62wh9aNEYF*5c?sB=G>7K7fgRC55^}<(8t;l^Yz@WuPok*^c
z5HJVi#i*sc-dz$Ph&{RI!O6W2wEewxVZ@iLIyDC#mF8}5Le)#(`TyZ~Kw{w~6FQ!6
z$T;dkwVG1zi2AC1<J2Nr@;RBBx63)MV-r&1nyZ1!iCM@!sz-g=F}4K;mrQT4yhH?q
zd#Jaeh|7?vqA<DCFZ`U<9@dS0YN<LJPfa<{DrTzaU$gD5x7b@&ms8DiSbFt`Bvc`K
z>SPIu3c;~z`ljr?CUrnQiK{g~X912Bj2~=;%~7kFzwUS^?n|{!2Jg7fCjvS1bT0%!
zxLWrZ5}QIIGZJ|PfOO#7w1P$reZ2)utgky%FJSsK$52tF8`^!!0|{fOw8RQ)9nz?O
zvG`O#Dl_J;9VV=SY=|Tu4Fx9wd=2oMP*tIU`0y6g@4^$d3Kj}?H9$j~twVlrlqA!U
zEP;ikWzIetAsg7-e=ZWWAq~H`cy6IFmZnGVb!kbB#1UA<K+{JBtqfh{X6TfndJd+R
zzBJ@T_*STe?0&lxPC~XhwU>j(KFlKqgd#0(TCp)k6j{0>G?3C5=@gS&rb4b(VwQr6
z$@jZruX6Z$1}TM!^p_lp8;ajLmMjMr$|SHqg*GFqDWWo{x#FZ-qfNQxhKx{gEu<rc
zQg4dlxwerg7j7MXd~C*PUS}vQRhk?xI*xMw^IH1;JuaM~i;cTH>Vy`zQ6Zb1Ps@_e
zV!&0}cs68yC0ypySx;ckb9ISU?lBSj1AOztXGbSUXQeLV{3-+IT!SHJgdK-qw#K&K
zfxiSb{C%*;FsP2LsQyztR5pm9l#{hd>~cVVyGFJ*Vj!7y5`@!d%)jTr-Rf;EO9@<L
z%;|EV|3$0IWs{l3L>%+3io;Bl&8_qf4vmXI9kj~qY?&p6N119m0lNll%fecUw$-MQ
zD$yoPRt2xAGK{F*rg_@~A7lsw6L>>JzTbQ+dVoZ78#|2`MDum{E>a*~0g>Fr0+_}(
zVX`TD{e*-x^P>K6#Jb)EF)AA}*Vrb2=DGA$B#1e(eDyOnVQlHV+&KnZWu4mCs@1FT
z_}qT?_7O;*FsW5$tU^JNS4TeawHO4c@;gR32cDEM&nONd&zgU~%>{2(v`~p`C5*1%
z*NA+U@j)akBF8MP5YK`tT2HJXp12G(bt#?Sa3IuVp95mk3Tx%qXP6_i<LV3US(lNJ
z(@5CH3jv;Loat8QPs8rGo+JV}Q<xRXpR2lRPgx62Exjr-Ca?e!!oz$6A^-_<rYbMe
z&fVuRIZ@C_EV?6B3gWI4RMHG)d88a(dv<#BT5zeIptyH=mWGhB{C2`T1?d{6PO;P2
zIJvPCl{mj^%JU=$Ci#tgMUqy9<Bz6MfsZIvh540$hpF+Wh!=Lau5Mj)Y)wUhh?8{z
zHG9k6gAWrc7Auy8*f0^pIXg^ZL@b<!XBCBe1=K{$xQ&AQb6T(ctAB&$sr@PTlRmgE
zW5CAy>~`>p0!N6M8aQmlSfn#`+S^)$>0Fldm_F|?BJ^|2HPdRKy#OZ?NpXkzk98@&
zRe2T8Wq%U&WGOG0a%H>9%cChN(*4U;;p}ZUYV`ZL!6$8hdqUN<6Mq|WFGb#88*m@B
z+*1WjuZA{L(8(tx1*xOZTf64p+@VUr`fBnp`cg9`rEE>L3ceXO=iPuqr<x4`f@a)x
z0}k7j>+7uyMa^i`QO7Xj>ATjXsHu*c756uzmhmvh!J}Pz3qfK!8V0J!_&!v4b#&qi
zvFTHPUE9xjwu_?B!f-t=som##|7CmaN%v-1<-QJ!jJ>O!KV|-Sj2KEJne18Q@;+HI
zEw~>>u5GH{X<b@6YcSY2=H(jd!IU|{!kbM9_4BC~lKUkh5%KGs#hX-l-=ep@Y8L1U
z`+axs!$I!*;2$zq0+YX@uR-)5h%iewc}GDa4Q+-u$A4pu$S4NyRwFbK*n1cj@6zy3
z#XKuh#u(4gP)L~L#^MO(t3mT*utH5hlxYw{#tvy!F8#X1bS_@v3D1mPO`M0f&ylJS
zcj_M<lY);z-`gd^{0%ssrW@8i$;t<o;90kS@26uXdOrxEr!eKeR<f6+_^WdGBTeJd
zN;OQ?M~i*)6{TfcdpM;)jF%(zu7VHeNN^}uH(orcESOT4s{xgXw@S_MgppjcOpKQS
z>Smlp`97>`o}WHyROKr}sGdTRcYa{$3lUa9|L^GynVv(sZ)X~ZPa-X>*|je@0@9IQ
zYOueUiLc((<mI?(YUaXRMcG$0hxg8v>kQ&hiMUd1Oq^YrZKQ7mrrrM`eO-2{8-8?7
zMGe^qqg!G^^Esh89H+0H@QTr_`yDW0s`{;*XxCIbCq^)37?x|%PNIn>68e9-It!q<
zy|s;(Qc8<U@db)I6!%ixS<1qqErmrEFHm%m0>!ns!{Sh&P+S%$EsMK*ad-D``@eVY
zcfT)_%w#6XoXpAO<jwp1p7+!QiGT#RS!{}wF4A)^6@|2lO3b&^1bM?%E9CKgu0oAL
z^3(X7t6P%5-Ts@gHyzlb4BS>vhw{^uw4l74v>y7cg#ZO1hyIQ$BR<|LA|(SGX<kj-
zpDV27<FRTH?5OxN$Zt@GlQn0397FFoPO>t+hMJV~(AUt9P9~l~f@btsF5Z*4AdS0a
zmu%s+%mh|}?oKzVfP#9VG;wQc(1BfnMch(5ci<^pPgBm@j=Ln|TZ0a&M^C`u$>Q$$
zxAOZqGDuWrBGcCFWVV5IK|c(P0`xdCif)+?6%03iZhzX{=r=CKoqzd}mXebhy^f!3
z+|5SG+iI%BOdge#Xr)`RWzu&ZXDuvJ9;hQ|Ee`4re-RT4oK_)A2(S6QSyi+@4hg}8
z3I8-sOFIy)bMcrH11al`m6a~!Gx;hqrGO-Xe3QvR-=Sl%I?XA+9}uZuQXKQ{o1f2T
zJk5Dm8&ik3R4c=tHLlgb7*+p84t(%*Z}kmF`)%ZNx@E6wh(9ge&Ftli2>ygTPG0wG
z*+4W<808r~Lnx%#iE%Ue$!8)L2lQ_n)|vx71xxFZ+OK)t`>PGcmCxoKp*i;Xf1J_H
z9oBOpICpLpo(6iq&v6a<QXEk-&c_{R4Zb>iKz%~zW|Twqo@db?Z~2P9c~V^pwr}$x
z_Jh{zMF~**-j(c`&pwydpqE3aRK)E{E1bT=u#+Few$-0sFcz|%1L3FS3}mztg!)!f
zkI%4&DHv@Lmg0}bURh%x2TzoeDHPk6O-oClw>2ei%#<EI0ucP2BcS|)Bj0*M(IT%C
zGzEPy)E_Wdw4&*^bgu(lRA*RMTzi7ZWYBJ+63W8kR{B>qg5h^14#y(KAnFs!PQv_!
zVCCJjzxv#Df#aTmdV3-Uz+H-^?QR{ZI2!j{f>7s|AB#dI{h8;8zVb|az^VcJElM)Y
z<K3~#7hy|T?-Va;I4}jZEy|(N(SvXkb1K1$K#e|Q`^3mlvnip`^AZ!I*ALdz#N6NB
zV+V#7SCeHGSWkB)QPD)w0gtE*RN@p`+-t6%*6cWjHlT#RGYh`x$v6g{-bBVNF{Xb(
zs3YVJVri@%#eR7=eC3%ueF$zqqEpyTwHbGk@)#We+?Uo<$=!Vl>#kyqRB_<wKnjFi
zO#j7inQZI0+v*RuHENB7_G-plEn=(8ZsUqh4T`35Q!b)`?fWGF;=JLjpjsOWXH*xg
zC~_Ahq6EymN)aQak>xVh1CCtlE1j4(hd){pk!4i7<id6=EUwL}&LmrQFM+;f7W28<
zyY-i<o%uU@?h+}{n`~V`h0*Odyc~f#4!SY?DD6&2!_>LxD&X<>_z-T;4x4~5Tr*M@
zyH%z0iB)_Hs^lRu9i@NP$0nVtqHf^7*1(rMd;hD6|8odSnpx|=blblt%lsqV{`ZA>
z1b?w+ZvWgWY_|&Bxp$vL%eAfk&k4P2+p2ku_-|8B1YB5<O)mqYz^~Qr#XFHr<Rdx-
zHpUeBt*?V5rxc89s&ez<kpmn$e|5S4tXodc(v|j{Kc3c^OWceCz;mts>4Jk=jiWNU
zizJ-$P;YPt1i#g<!_w+cr5g=I{wNrS^Xaa*@_Zve<>D+t@p-;Ye>c8+?rZ;3Onb|j
z7&6Za?bk>IezRXbe!b&s4*oH(Lr-d!@5ow)|FntPiB$P4SCV!<v%x0$h^>K1+rBK1
z(U*5Sy2ssWqw-G@Uv%))bl*C;;w<7}-=_08G{AW;>)6V7;k1u8%0<KSytK=aJ@3=r
z=F*UZ)EDv5VSMbuOa}3yYY2Xvmk-%rM3eX-qwyDCD33B^#0LH`GidkS$~yw(Mr|X#
z_lD}*%_2l#9fpHjdgT$4Doa7$DlF(WN(YXpvMHuPNme?AZ#~$@f>193YRKysDwr3R
zpp-=^T-e+T(ATp+xY7E<X2NeHcBZDS`Nl$D&{7=uD~+6W_|lJ?F9jeZ`vyHj;`RS}
zcr`l~G|qqFe+A%fG^dHaF3&x+#E(0P1JD>6BQdkC7{iSA1i<#Im6+g)<t497UrVWX
z=oEUwd$1mNF*ghjnl8%~@mcrR7y1uLCrui7yDTghRz2I%y!6!h$^Geim=ln9nZ9lY
zBHN9Dvyj=V`i>L$ek<TtNlO1N>t~v%@uZ{OQ~-EYqHmPxz~pMA>H9wZ^krNj8<%fl
zu=BCU0gtRy&-^{w;Kuq1(qwQlt6U0P$tx91vLJSO$dftJfFB=wQl(X!Afb8>q+MUS
zjnwuQxJ)SCsKRG8d>|JU6_rSTxQ&^dW1*Y|rvnFo;F!49uO(8hxXtS#e5lWIhYn!-
z9QHK7x45(Yp5d+6!vx&sts}L0=WOTD!=-CZQ1h$Et2*^gr#3!5SEj8Ji;i0@QC#B)
z`<;o54(<K8VmO^ARo7@B3VPUOfgc`wh3?p9-*y-n@cb(OE~3aa-6$8vg~AL7kXi$S
zJ>9SZio27uUGJY?wqr?5ZS7n*0l^$>KArwMBL@bQ;Wou~#u!1JHRcdL$CMh#!wOP3
zKdaF!=u9wI;vRkmySo1NZTPZ3vNWCwf_m<rYf{%Tv+@uc$Ess!J!$M5*^(Br597iv
zmJwr3>g$YmY+U(PUkVBD>Lg+1iN5ECEj`-I4l9?`7cmI>ciol&P&fnhR)->T{*ff0
zgfoA?I<tAC&f_KtpSKASw&CUuu4;^K?c`|PHy!xJ1G?Jw+#mjAa@VscHc7*IAOW0D
zIjB0<bvU^mBz4|*Gv5{A^D-o<a>!J;aRkQJ>~s~1tmnn}*u3a`edM*?z0&!o$$3cq
zOF6<kUg%9v9M8%5PV4Hv6)osIY%qV)+jZ`NE6q6ZAr{sme#y2!pz!``JXkJy;&{l8
z{iDE-vSZdp9i9`{wcgcv(+$L=RQ7xm?M0G(!6G6v))+CslLTBDN-W!Tdn6e=b>0(v
z$P?K7{z{B0f^c_HtAmbg2m&w3!@Ic^Y&N<QVv<VfudM62{KNS182vq4-K)I?<Kyc@
zB5(%{WG9VwB=D1b4Q-*MmSQOq)kM^O>GD*w?TAB*$#27gj&02vTG|j?<!gn_8dGkr
zpAsda_1L`wM78_0v(~{o0jcR18PDp-Z>`wq*>3r~;>-Mc$gHgpq%B{Ha7t$l6fADt
z$r!&>#-GS>OcXy=3tt}A&@pP{izqIOiu?~hv9gECn(6v2Ia0SC%d=++MchSGEynw7
zYf&srMjT%Tj~$rrelLH$A}Ty$!d`Cb+_>N4dm309K6_j|lj`fSuDD2^BxJ!|?-0kx
zR`iHN3nrq-7}q?>;x;bT8wNXATll+WfgMZnqo}8VlU!S7i$akhp@eG2?)a*Z=wbIF
z>;XVdrD$wCEQt?>m7S`7eLU+ZEO=Z@RT|7GVz1vL>5Ot!79}G@0;l6{<8wP@R^Uon
ze5Axw&k6ZKdSbMkw2@wiqo-*b1k*n0u5|&qv{`27T#JzFxdZrhpMTBZ&&pPjp?Qh4
zXBtkM7o9^CRmv$8&k5O2dr>tR_APyz+$`h%GKNCzC~j@~E+Mdt>0sD-!(bv$<KouI
z^a)}5ui^Q~6)(mr-{!>FEH3kFxxrq-;i?q=(JK6LJ5}X|BUW19^`{+xeIE;Sd?p}+
z|FeSm62%Sg#-^sVM>j0YRbvFIt8$wCf|c9%vnhDh2R5s#bNO@5;e`w9x2zcN(gJgj
zfoi(igI3~_AnhV%y!!#~Q^}IoDYECsqL&Dd-;wOv#%{xBX9?{2jFFixmT1M#DdRx`
zznRQIK2vClVagdEWC<DI9(5GPv#F1{Hl-`$ss*5|2}=GVfaN-!UFYZT;kdf@W3-wr
zg&f2r^!fjxAjc16j*7%<9I>I{S~+9Pv6Yo*i(9#f%H)XO<fwKSlU1N%JKjrw(GC_O
zl%M3^aL4`MaK}W47X$f3K!u6-q^kI~?<S{L<t(@RcX0yrQ+Mh6G->}qbD#1-8@5->
z1pM;Kea$#w7pF<cpsNilMrgucUdY{z7dO{C#_0bLGDaq@C9%~-W-6~SKMtL$2z86$
zs<;5U@xde8SU$G3Tok`Kxqmv91da0(vrb|DY5&0$J@$oM0M#cH$3^#jO}VI`tB^6a
zl0Jpp<#AxJY!>#1KZ)4gs7GC-6MG#i2=$OW%MjCCoQ^IaO!`yo&{-=W5JdE}1xWiB
zbCE8?{wSyk?a94%|NP_WmD;};7I;dI96v`wvt1bju^)mIix|>%>GAne%!VSwIA6%G
zx@KJO&Yal0m%=P7Dr5Th9D>>qCaP+QtZW<z+?mITKN;x~`VAj0N6t}YM|wmymR%R~
zoUr3Q-+7vZIbE9v*EiZ1ZT&ZM073ylvddvasQ_+k-44ece)TD;td|;fsRp`-cbDRs
zZF}7pMgng|c!H`sv6NJY+-GzxL~$e6{sJ4??4eB%!SSpM2ZwxDJIdz<xIIN8v45eA
zOyNmXWwQOQ+$kz&m3Mp|;x|(KO0c%TwHjL@OZK-4Ofii@(bXy40ZFP)w+B)Di-!uk
z#}1#;nCC*;xe>bh!Rl8rn?pTL^h)BF_5r`69%{WEOTXvkq#H{lCrfIn<%lI5^E8`#
z6}Lw4GNxkj!gTSU+Ex9+*aALAHe6_}{Ws==iv|W^a2HxiW!^LYi>FxNZTB^*v+rIh
z-=O@6wvGu=>f-!RLpLzm$y`?8X&hkLe00u+(S%q#vwDcKvtngvf41}R99vd&s1tLG
z!CT;OXc7&M^H!vP&JPJ`VsLo5e^>K8`%e3N!glBN&4M<#)rNW(Q;LI5KSSEZ*LQMO
z?q{jU@wvOyjuMkcII)B`RE8ZxyzKsla&ZNpuK;)KAjJDNbh}CLx8%etO`%zvV(2=G
zA@cTyLwqVc$&m++7p><WXK#!PQWAQ$xdJ#+@1jJ}))jIovH;>$p-084y+}C$WRKtZ
zXoXNz{k`fwj9Tyg$>e+6vDYqS7%uljPPyTo_bdAj*p6;E=P9`~t-(72An56s<3BXX
zrPtw4q93~PLt|7WJeZ0QUWyY_O^r~xpV~^9(y}w8zALJKj_9Ft5k;6%5dH6g?H;^l
zlejdps6U+FrF<(`r!@Wm!|bcmq1X@8d?Mg{NvndYR@w`GDJm!|sj)QnQ^rY_Qe=o3
zk>siS>~wWCZu8v^YN8AldzO(j2`3SN+=58tPwm_=tG9$A8scqBZPG8^woD2yibS#|
zp$B7ow(Lvizvcae_(mIL58&o-87%$KahI8ugWt5dwMF5PHGzs<UG+uJlYo`!$^Bf;
z^e+tt(?dH&Ja0i!8Oa0bX$<i1n4Kxlv`4+}xruori`eiQ0~i^bQny7v%|y;#1QgB<
z$O7;AOQLI!cT<Bst~;pp0GCqbp<jy%KHsU~tEE4oei)#l%3_w1%DRm_a2$iRe#!jq
z`6mBdc|@Kdt(pApQ-$wV+pxAmR2?^1qA@bpTT*1;ONr7}?6xy(z(i`2cLCPfzDu&z
z_q@6d+Rpd~VBbKm(>U`99D4ypzdja9KNl)VoYKpxqENjRJI}nt6&)6HvJs!Uk&_Uy
z?(XFb7KCk8xPAQNh%t`;TDq*aZ5=qnYFNO$m4g0hY(2Zf&%=(gqfl)O;5K41&~fD?
z6bK6%9JAAwawl6`YS^t2tEA<WYvNC9cDrV=(%{UJ*}t)yGW_<+3#@k3B-Ey`7BD^5
zH`S*&uOZe)A@W{N{VUKPUQ<ai-zqpfJl~GeF!WlBNy&z;RfIflR;InCG=lT}F$xVZ
zTc6dZvZ5?%z3o^AyRLYpx>epfG~<PBH8zspzSX>-u3f3#V=Amm-?i)~Yt{nRaH8jq
ztChKp>`&RP|1m-(RN88}f}3htyB0_NPTWb5=VxY;!pY6YZnoQ))|;2FXz#{w*fpvv
zJm~5vvAf+Tg0>Js8ne+qL?_f1X7&PzPZl(coQ+p=iThv7lWrSbI+<bv;m08v2%AsR
zz2cgSq~e9q+9umI*H@;muw;8EOQQ_f2E8Be#8S@eYDBe^6k6HQtYzKI7G?xs-gP7e
z%qa4+-nT31d?PN*_s@&QR)W>ConGNp0LPEn#azwc8410ZEHkJq6dpMkvl4ia|I5Jd
z$o8|4Yhq=Mj?@{6+78FG*}=%$PZj7Jp@`M<#JD>%bYz*GS2Y`opbD?n=Xe!qL0EQh
zbo$gDc#kT$tSyn2rU8-CQdnMkJmQ3JIyV!6Xi9Mb^}lHTW93jbXkKx>!pI(#j+{35
z=?}#2f|<YCTb7vn>|#REFGSTJ%~s@tyy=iof_<dsWZa?P2r9Fi0`8ixsBt8MG!AHF
zPc0E;dWGwwA8JOycE4-s5}LM`r@bnE!8mu=X13Jrp4iNynJVrS+8J}cYYfd>5ghaU
zR(9rQF+*l%nu<2Tr9W4L0Y)qajh++AS6ckw5AUp}6jJgff^u#Fw;L!$puKq|<57Ee
zYDW1xY!`8J&-4f0Q*pB9HsnXvN?sjqTVuHfu$dV(Rrsv8Us_-nHl^v4*)jL(eZIS=
zoN2V%eTQL~#ZK!8BOUMYOuy5m)~kc0!Wkg_?90#R3sLh%%bjfA^jD`t;mcX6U9ce*
z{k7Sa_J9je8IO6~1uVm@lmjCDouqIP2tb+?v}s3hc{df}-(_KoT<Qri5u#nE-v2Yk
zCX0K~E_T+>h1j@psdGP~TAwF19aYDfzmbo)$}J0i(|JenvDQxpgqAqlb6GU2Jc~zs
zu1>K!F8WMlz4|7ND$?FdD?cw=YC#Uf@&={v?up<}n(jaGG!(6;#R(^pq`DA-R0iAg
z$XYw&96@j9e)>O5t0}r+r?pPXEd;EQIffHbB}7|*Bt^3jEW6b@X_{Up*yKrm*G>Qn
zEO5d~{e$pS<LuPUvuc{7)+Egp`RsZM`k}cYI19u>0M})q;lp=~lLI4^oTvFD1^84#
z=(eNp6()AK=SbL+`k-EoeIoTvObc}L*7nUM6Zf}fF`34JD`1{RG?UOs&v35a!Di7v
z{v~gsRJ_K<`66w0&0@`^wxj$(s+QdxahX6Bv~9MpB7i8A!Th>5tV`Lsi`zS`ZgK13
zN-&|}M3I?;q$-6N77Kyl4byzvfPp@TR&H*b9&Rl}S85zB(7NPcjlU3%;_;5^pO?R&
zASrRc<PKv$lFo!#uz6i#9h^<70?Fou8RIfq{gQfB-8V_a4-&wRV~c)gqMO$v&b#TC
zpOe^ULlLbpv9UxdK92a#%^nS14vOu%t}W-v^`bM;PRBTM|Cp&j+AS*}RCU*v-WEk+
z@!a{!U%&pLR9n9Q+<!(A&kM91hOqp+3m4PKv|7zi@0@ZSYx=qau%~ZWB6{D=rko^K
zPlUlOHd{93slzDw?$=vqw4;0OZ>hE)Rx;7G=L%*09?$bJcqWm2Yt>1?<4<s5cbeG9
z(e*R6$Gh74upqb#$H=g#JsAFaqQ>0VogE@rS?<LUw0VykPd-ul>y@mZX%OLxlwS>k
zSQFxP#jq_*J`@xn<Iw)9*RRI=kjJ#~)XT{M1WztyfPAIVZ6cup_cf&sOZ^}mRmXZ!
z;_kFBjH9OgF4Az?lR3@>$Oy;M%{I&gqRg~?H%8f-*&nAXXzG?y0l@uP+M{7+ba+}#
zhDz>%q?Tam0&bC7GO0fAWX)r|z9zgJpfLQG%9(iN=A?U1*BIk5E$>jnti<73$3tag
z-q40t>-X5X2CQe3rbdZRjP)>ed00=A!OZZCQu2<5!+gfA7QiWpgn*{B8FhyS!{7CT
z*}!OVF3E{3a6ElWAAF07Qt2HfKN&RFG?Fy*>hLhAh!zSFdRRH6GA^_(n#-pz6v@gf
ze)EZF=bnprvdPfuS&B05iz>9*OdCd<uXus}f9z~I?Of!%F-BGPnn+1Y*?x=2qQ$Lr
zPirgOKOV=p``UKl?q6HD)Go<O^8NUCrlTLx{D@+AvwondlLV3}Q=|^PF=6%!8hkOQ
zCitNd6h1Ci@1#~dNdM5{u8l=<q>A%9>&J+XkUI=o&Oh3~n3W@M@B)iVIeN7syLDUU
z%o0no;3iI!?FAI1Ms9KYu$S=;`a<_br!Rh}n$lyc;ffW^-6`-V!R0)`WPH^sBB%nW
z>nYrR#=ra=&Vd2ik`>glF4DB3wa()SlCc{xNUa$Y(aLYa5M(24l)*8K|A9@{7i*gV
zXEt-x-Tk!=iQ666M@|F_`6d@OTnsc^WWw&92h(8+a-uOtwEpVS(`fLI&zuo~UM`lT
zU%AiYN#1J5Zy6}}24W09-bt@7`E`0v@I<CaH$YpMBjm}EkLYKwQ=EM)>}T{niY%J@
zZlf8%7Fm8+Y^3TFOiU@w7?mfS<5=Sp1aSGzHs_eC5Bz75%8LFK-I0Y9Uf80nTu*-M
z8g+}ZPpjF)sin+?6)MXRaCX6{rxe<qT|dzgNe@s<C{z^34cyUBZ+O2h<zXAsd&DU+
zGuMUYA~fQfiFj25+G^k?o25Fr7y@lBBYyEEJ|>_-`S4Q0OAD*{oeUDKBQ*fT><fP6
za(6}OLI&sDUNcg?S6j%RrHj12_>v&*s5)^1jEXKAu?5nj_nN%N%jtmLa;NMrv|C|Q
z0`L(No>LB8i0Az05d1|Y+@5kP^n_7QWqF@#R>U>le%NZg7_jkcu(p>;)j4YJ#<zDu
zb9?q?;hztiiQRJL-UcnF*m~Hug@?thC>HM72VfSaw<OqleeJ!8r%39)F^IW+Klc3P
zP`FtBpAxbk$HoOM=CThsx`G<c<4Y5w<tnx5$38->`&Ef96up-`46<@1eecb={Ps1j
zgODLoLG^^|>kf3wGQ1sa$QiMoeWP}9+eeN_AB2*zJHwfHFT6VJdJkfBa!nD57I(3^
zgHSfHqc+6;d2ULQDDLeZjI-<*0Gqs>gT*UEX{F4Bz4f`C0J;-}P~jNgr?yn%EtqAF
zE&VhB>vmOnyvYkIi&&&Fa}twcj|ZI{E6C`!Kt4*~MdJp+Zt9yFqZ)BjFiYy2(~mb&
zMUOo___B)8B8*mci#4wAl@wA8I63r=-1jYwj=J7G_04*+9C5$AHt~zgc2WD8uR5P-
zoZ{IMt6vu8bIHdvvT#IV$rM+!utF$$+y#&0d7u1K+!$BzTdy1X1$gBu;%l1GZcF!+
zQ~V0QJlutA%{OY`UZTuhm+IX-+rS=vn!cgI;Bfh%Xa$o#^Xu0=Q`<GAy_7+S2y+QY
zsnhUTF6Pb}!<dRqk=Ndn5(UqV4}On+Is=@vP3vYW#b@}%6X@yaiP6ML)`d=*TA!Ja
zqcFQZ_b0d<reReYb8E=aicPB9YMeJ-SOl!F&6UwQ>*DI!N{88B4S#N-U#h*8pqmPW
z%Z;ado%EERmjIZG<!X5z!>d4=aY9P5%{x8jkJk896SLFv6SA+q_D+7~o7*PNlt^iy
z`PjnC2LE9!-L%U@uCqlQ<0z;aGc=^|Y0OQyFX~;&H?nt=!$i#9s=-8Pdufo}@*j{z
zi^3o3=Iqkfo6%kyrcW)7kpk64pW{uMlW<0PV-LN~B+Ej%4ctmiWOX>Gg>k+ZIhFTs
zCXq_Z%BY+@Dou)E7O3_T#;+1fQ`L_XOdK@m$9#_aj*Os;jm5<lD-&H1m;vgyl{62~
zeDtDVksRAU%JWCyjGZ#VXT{%Q`IO|tdU?0!D;)G4F`Mh7zVXcdY=YR#@~sWBN6(!M
zW=~?i?d#1O4HqV-_I#4ezUU9EV$0e6#_Tn%`m!_!PiMuJhz_0`i5*fKFUX-Z1y=0p
zC=|y=jUM<(Z?1FStHyv{aHVW;QjtzatDO)re7q*uLrM?$=BRBv>33cLRjSCzbt+vr
z>+_47L!rZbjE48My3yMoNC+)&IA0!IWZU+D`Oyo_Wkda|=z=_pY4;j?+OWAqI7sUd
z+5>|wfWGT8MFG<tro0!DF}C24FGF3y&Q4q$OGQbW7Z=2h+p-QHm#xa_K8`CwKYae+
zA{iBnL)~3F>CWyQPk{ZYdY4&3GKZ3oF^>rYt$+GhPn(5Vh0WPqiv!zuwH;nyRNEa0
zI$lE96KsM)1x1SqkJnmXWEy<_vt<BIBxM>!G%rRI3NDq{UM88pL-O4NFR3hTBA!a0
S)5<<VEz0s5a^*4~{Qn0I*B}-E

literal 0
HcmV?d00001

diff --git a/docs/images/enable-apis5.png b/docs/images/enable-apis5.png
new file mode 100644
index 0000000000000000000000000000000000000000..8ada7ba66072fd65e893cc49f27089d9023d14a5
GIT binary patch
literal 79597
zcmd43WmH^E(>6*VNbq36U4lCVw*=S0LvVL@3m)9vf-|_g1h)Z#I|L`l;Lb3I=jMLi
z@BBM|&b!t(i&<=DdiSobzPkFV>MFvO6{XOS36Wu7V9;cwKLcQ3;9uUbb4Um;pHQk0
z#=ZP{>ntv#hV=6CK{EOA@;8CY7cCc6dovezLnl)hb31!mQ)XvlCsR{9XA66mQ@C#7
zmqwibX(ZufYUpBVZ%3|XX=@6jX5s4OY+~q1&hd#{(caC}*2vU}oP&*ni=2&}pOc-R
zjgMSe0aNRM1O|p2M&`4ann%|0n!nGSD+CH%S;BBbkmto8hDl5>m0%A8@YT6Txp%o*
zj3Oz7`pp1Me<uIzjF#zqU)LN6f#r5qMy8^X>>RKpEKoXRQ!&d>lprbgpv}*ObuuvD
z_kk{M-WtI1@Ep2ze$zO~S~xoQ>eAbf5&;Y4Oq!G9MGnMK%Ow2g=R{T997FV<OPPc=
z{vfs2k7cYv#LE6{(%4I`{%?b?@mKRY_O3Vh|9%COL+LlF)iTEr|8EZ*B{y=f*8oOT
z0L^P}KwJdizYS)Q|Gyq#7{~Ch43%us$*&J8)W9#4{om-8c%J;)-|v#;mc<+Dpm#BR
z-cS8NSHj_@(o!!qoqtG%N)^W+(P}N=PK>*7MH$Bva3Q@PBk?K;R1aMz?m?v6Gc`=p
zufKDQ=M0P(9d=Y_3xEU}zJ(1~^9OiOK^s)$TN<-6s?u#q)7oVB)_D@A)zPFTT&d<j
zprbF)>LkF*Ggad2FqfJBI(#$n{(*cpMif)vf4bA>xCED&q|l>)O@Hvg=2>W3^kkF<
zlqsANL1%t`1y!J>TWpmOq|TF-Eg7dR*!PGCD<Pv;K*N$hmFm7yi`kK4{YRCBRQh3v
zK=05}^Q^_r0#?ts>5<1}6I%4O-J(;);)8jW9fe$(ku9T?Z*KT-(qaJgL`FSBC-d0<
z4)liK#R?jaoe!3aTP+_-OjVnVpez5LZ5@*GWQAOybo9k)*+TYcE6lzu&*o4|5*4gu
z^_BGjgJ`_4y?oIc@K{VZT17S<SD^-&dEl(539ehX)e`xc7c~WZ6VsjNbh}V4ho6!)
zTB?7{u_OeL8?eR3XK(oc1Ol%J1q0tTt7AsM#LLo}A|jz?%D7U??_LjKOOy5{B|ml@
zogM8a;h-1ze`Nq_OW?cu(wFl#xtPGsU6!zUY598<6;1mOf2?XNNWiphwM$zLGk2Qf
zlQ_tYm$j1g5A`)gE@C~oAf{ALLVXwKHL<#v@pz#K&&f*GbM6a}Q8*bm_cW&0{?^ys
z8-e;d>4${;6;#*57%JOdW^p-hb$U0md%m?Kr1OS+Y_Z|stQt1dQX>C04hmFBQoAkq
zb2tJT30S7Xb6U7ADE)egl<dAYvpPwbe>|#!!;F?FU`NRrYW}`VZ#apl?A;f1Gg$8*
z7mQNuZYpUVjI^BA9{hQ9V=dOpS{mJ*!Da0iX`fEtBR}g6782nl_+9&gTF5hxvwV|Q
zlzR#<BR*D+75_QJx~OkbzC4hp71BnLxo;=NFSfE0F0iXMUNqHoI%?GBs$en(-%8a#
zKz7yEgl)PP(3ra-RJK!pEe*(b2&MX=%_Tv6cr<Zm<7=(ngg}-(9y1xzT_&{l>_&{Y
z6zYf3cxs%czL~|44J;2|GPQ6Wk>>zk(c93D{tf^&6;~tgsEasc+d-XJZ&fr0;C;E(
zs5Mxf06sT%r}ai9i$#F-yEr@A+tQxwci9g=B&NCkWdz})Z{l*&YZFrLFYl^7`*^qT
z$LIGH3}-ey{2FRD;!(v58P3!gxX^LR9P)5whacKw-<n8IT0i4Tl){Tk)ce9O#^H29
z|B2N*_u2}~Vz{}C8ZnwuZ}9C&xJySKtT|yY9ifZvW66^Ut}t9AT@WhY$CO+XN(|u@
z6h9ZPCdxPZYZYjoT61;|+!^c+`9c@Q*X2M_6g!c37Qw?(aArbaY7L<8@PFsbVk=y7
z7x8VFV7wQRp=Ep8DC%D;=Tf>XB)!J{8UAiC+n(h2{p4DGwZ=#cUU3)8=Z{p+)`bDf
z>bsy0VAApx?B2JO_RHUe#1qT5+l608Q#Ia`a>d(6uW&cX(LqCvF7}l2o^Izr_&IXp
zxeP#>R02(V43#&5JAT5cQH5|A08NpvVzvO%#OmQSQ;A}7Pt8dKjY&fEW6OC!ZGPz4
zFQY2r`Y~T>(?nh$%ww!V4XEF{IaK4pdq`>Z3g5Z#euW?hxXQqk8z;B9`p87(+YR!7
zcLyPHl0rAN#iBAs1G}_>5?wa)tf02cNt$?Fkmw{V*jr%G*S4Je)iyVltp&|itdE@N
zUYz}yWqZte2CZ-JM&*To(lkf=#U2HkQ<k|616%n}moCH6M=9t?@aE^SXj6Z$xMDJq
zn>%=;^2@IYH2&s{Jr*kI#b7YF7>7sHV8Noia!dR3huG=naU4mty%?d_P&V|s#H9K*
zXx84s0BUIQva-$DjQ!vl^~-2xG1ndK)&rvME3m-rz>Ih9F}rtPmUgnUCx<VQ>DwB<
z6W=1dT2_F7<t_Pj#^oc7!)YDb)oC{9-khX!yOD*NJ~Kae((vi$NjKsMKTlXzV!g%8
zXpxL4z-sLD%a%wxiT9br+GE>^nzht8`D06BHl^sKk6Dt!ZUr8x^5AbsQJP_y-|vnt
ztMx|JbZ0r1rF39TQ&N7U9EL;9-<`>C6PcQtD$fq^$&4DxZZj5Uij(G6OIT)6TnevS
z+jQPh95=unO*M6(<lY^^#+{wTilfYSMXsnYN-H2BeK$APfkmLSUZvz}i^iQv?(HBF
zD5`NojueK}35UAuzhr>bj#%SOCU#T1^jlfZmW0hAwV7uQ00I2C$`Y(w$)KS%jrX;Q
zI}>P}m0YZKvy@vn;bkMDGz<*791&@azHW|G<2YTn0t_)3j%0@jJZdD?Wt`r_1Rq(w
zvqesD6(`-U9y5M&{k6<No2A=-OqK)?bmDl_d#~|o53MqTV;FqK?|obLp5)gdKjTdq
zMYh&WPu*vW+P>Q$vkp_W6i2n=g}HeO$?xhGseN(!_^I2o*9+{wmxv9_w{aY|!?n_{
z&huON-C!<KH%)PMOK9cp*}4Zzu2|b`$#O;+j!{#&5k=e7jcxaa^}J8~=<WT;I4)GY
z2|=h|+VS_q@5yk&t6FaS3fE|T=qBK_=sCWS?d{En*50L}*>fzwfOOKLh_VnJ{LUV>
z_qx3Uzj$v_y?sqbr=rUjX9xqrP_MtXJ0NBr@BN~sVm35HEv0{lCKKjTXy<O?R!o|8
zY;CSm=Ym7C5S8zz&K|-iW|hmdTlJ-J=UZoRLj4wEj!=4nqbZI8+1R4=y8-j!nX_*M
zoPKID9t&UICR}{%AkS>=ZVRbR4f{x#AzRuOSXZPzd)ihxyOfyjYRP9@5^Hp|f=v%n
zC^1y$b0*VLm@h&}Z|Usg5y(8wF=W`=5SQ6ux)@X_H2A%K8}EEli6g?6(Yif^mBkbP
z<cFrlnmqs-ppaf}byasTdFNbJYH<8SdBG!Jco#?<NK{7O-JDd`VB}QILeA)`zaSJD
zh*GE3awmC#Z2b|0HeFMeRfpSX6CMn-w^;Nxc#Lx&H@P57>yJW_RP|S&;QMQ6rJ3Zk
zz%ZPtSCd=y_0<9ZPhK`c*LMHRiCF^{Rj57Rt!}o2#b0^aH3t+^|4E~#$<+F%efV~p
z_N0M3@6`IULmMkUJ<wurd0H)HcDTFZD%BNA0<?ez)XEeV8fLD_;md+c<dn{D&*0f!
zDU<PKvtw6~gE{vs*PL_rfga?Gj9e_zJ97)>uodo%BM@Prq-zLXa!*m|td6A+%H_kA
zOUoiMTE8|X@b!GRyGgm{BjO+1Xf#9L;?6gA%0z2zOF*-rw3X7%u-T!_RGlU9e1p>L
zvBosGagFpMI*QVS>CMSyY5sS<WR&zz9H~*!6wAa#IfC(03?Df7ngcFY=-B_h$nofn
zuzmV%f{J&)sWIZ;jZZ&7iwRGF_(Plf(xU*+&$j*0?Sl=0dxvlTE|LWFCBw|S4qsV+
zjZ?eO(pPvT#C!~^r1~$jj!`4&lKd~@Ci(k+D|MFkI;w2u_x_g*CCnDVztI1RdPItU
zDZ6gE>f`_Qr2l`(m-zpqTZn*`K&lGx4Qv1m5Wa}Z<;LR`Vliw8KxjUX&EhZ4ry!AY
z-jvHNG00PR_c<!`59D^^^mv8O=dkP}q(?pK`S|=wNscBiL$=yDjBSfiQ-z~DLb<RW
zaWN!hj39HKcpiL{I3M{eA<6bIiY1$iO5y`iPzQldUr4*Z<eJ8p7Kr3}Rapu8lH+Ng
zUF8zAM@c^4-w9=s3De>kY>Hv{d6U|VrOJ-|sj8#P|LIO`kmayU>GOX;UFeS{lPv_(
zSpC5xapZPml+nIx`APf_Cdyz2l+pQj`0C{~8C&2sMy<gDu9pY0ey0<UI+2@y=W{k;
z**Y-qa1#K2nEMR&wm=Vo6EKgGDpa@*wkkuKQ&VC0=c#`&a=qSk2`iT{M->bOS0k94
zNNVdk6Nf~X!$(%ozz|05yWbOM4PGkr>b#TuEsmjmv(=S(R<>yBa&q)S)xq$lsv~mt
z-JAb7l7&r2R_wv(J=LXuQX^%xn|WLg-W<BUS%iIp<W`@j4<Sn2xU$`qoTzmiAyqRO
zUfnIJ*~20wxXx=0>O0^qrDN*pD12EGXIKaY>hq=MN7k1<jHx+6j+UCQd}yH-f_yTV
z>uOS^#Ss@pxU)7$s`VCF1&4%MdhE%of8NZ3m<!pOqn7641ggGM=$_q&X(p*Oxut%X
zPg1?vLA{V{@+;_BH8T5_Jr+YnWhidVK(9ahv}#4hyjiYkcIk8PQO9p^{Er#2gti&r
z<OQ7*<@{L>+l!A&5<RUzo$rPShlhus03Hi$-w6s|*?Q4Rg?9<11_zV-JPe%x+T~t2
zoA<>8Cim^2RB4A$t}YRjcEf{)W<SbkuZ(RoxjwztgHn#Ak=r3RaA`+hSH6b@+6%f<
zp`i)UH{DCTo~=$3JFlbyW~57%zc&uv^9N2}re7b2ftH`WQ)fg6;C9EyM6N*OQ~)L4
zmXr%bhIH<_pVyDXNlNF9+e;7~?(_uvans|a#L`8WyfAY%_c;$U)YDS$*Qmtf79kJ{
zyH4KEinj*G{^N`B)xlh%9sSym0rbwBP_6HiSF59`h#d;l8K1cjbT+ckh&0K(&Z~?}
z>5Iy@j^xm@L0NzAk8$IR_f?$a-fPRiTvvEBIGu9y_cf|Ln_wAVW-MqbC>#x(_ena=
zRhp`u+PjyuG055zj{Ts3{7ue~waR@)9m)Nb1gRQX7M-guW_zd~nqg#4o~@vW!q*qS
zmupP&qiOV91NEquT3u#Tz3h)5Q`t?VP~w%y*}Jx4WBW9@T>;z5sR)pd*{VMxeERr8
zd6zrSZaY(fva70(?bHrMlAy}Ks(rMPv<5>!g9=D@Yyz!5!F`FXyeesGWx-UaGWbyF
z)LnwWm~-nCV`<y-v$)zgtD*QaX3S~gf1KAC=&{9%UmLg_q;1z=_YQ@u5|P{(M6&87
zhVY_NIrsKSI9x$b%0$-jnAp~o<VliV{`!9q^Y<q~;WJ9hbM4=^Snd<Mu{_-Io;LRR
zQ^gWxL@<=mZ~WY?m}>{K^^<o#|2Yi_Q)_1g-aFGYo_}X{U)8#}nc~M6Jk>}MY0sFO
ztTMZAcv=%cJz_{p@JA@HOOv}F{VJZ>8_YYWs-r9Ow}J8^G`8rfsB@+@G?|kiSs<_+
z{IR5r_OtINc@K#n8Mr9vzPm^hccV6CJSUzSFRt$;zU#ORgT@@7n_j-9DzxkiCqbr2
z#?l;O25e|)iy@AA7H9a9TzRQyNsfb$?#xB5ywR*SqN+0)0xtV`;9dU}8ZMJ(Lr5?m
zV60<o(tLU?d3JW7y1g2G)(;-XE|;gfI50x!#tm6SyC>p~#%Y3ewN=AX0+$nI!k|By
zQ@bTUbQ#UC7mdP7Q(f6>#$w`AN$@BnWP=%rnYkeUjr3@~!?*WewvmT_Z0z?Ih2i;`
zT`duugz>fllm4;O**)YhY=Tas-fugUBvbqiW{@3lO<L|$hRN&97MN%89r_o_PFLtF
zt!lHcNkbT<<v}tFdH934ZW;^(F6DHYvhB=f`I2QMeNnVyY3*|!5i(rJnfoeRo%QQD
zd3^1MHWeMm(K8JbeP-V*JKx)Ym*|H)14EwEg0hPQU*ce@vNj^MX`J^G>WdA1CkM_J
zQ?cvFJfEVMztgz46KD$C(;raBnB{WszX9d_8Pr~Nhx&rjH9oU&&k`FTTAr+FvTuG+
zpOqq~YW_iR%VH>VFK(urxv?7Xs0dFpz<C3{5&S52F|po-ZjpAV&g{w)_HJ%2F<wXX
z+?|f|zD?Zerj=bC58iky&#fgiLSzoCQF1XQd-x{7=_7vP2Y;c@_t*MGJK>m^)aD?y
zy(Dgby~N2eTBKPKzQppb4e^C@;W_0SQT5C7a|d2XhdA=Xz))>z)H3A5Vl1Y*k{vXr
zc-sCa<7*^vmY{7%Hpr@7$M4Y?>6j#CFrS^Hj$`p|$_xv`Xdh_tB+}(;gr=b2UEN3+
zExtX5EyK45rNXqR&aUK_NP9S;HwExRI513Z3p_&T%s4N@?~=gr^)CiGJ<B7#R}O{1
z?H*}RSXu6_s1=kY6906RQDUhHH9|mHfPFgx0dthuZM5oHY_`-(L$@sUx^Rl!rclj%
zo8t&tMGHec-8GfT-Xzq~xB2s-4BBAKN6>eD3{%l(vdoKgCF4<NyS(w}#E#Hb_9TN}
z;oM>m$(nP<rvjH!JWUJAY9_Jmk0Cz$+$80se__Bx5O;MAHmtsusAtt3p1F;UWi7&N
zjzyoUKtZOLuKw9U0XmdoMDlevx-^rIXJE+r;U2h$18DKpol<wE*Peaynr{K5h%`7~
z7WX>do9tp3k0u&geHbr#lDdzw9|N?^p=jgllTtngp6}eg{b=yysm+u{M)|ZOKB|`i
zn$5E<ZInn0T`1Rb+Q+feejn??DaFx5A`JHr;dA+OEG-lW$ruW!K5pOUqM#4Z^PLHo
zEI|C`?Mof-7`yRnYDA&`E0U41X!9=~So?LKUybc4%)#z1UlDE}y75L?W2<@FhLo(<
z<(qDiG?<y~^$5x7BLk0U!AL5ZrYauBjy~=WZ0Z=ASg=3T>UTB|_awabIL||ccywha
z%@1AA700BxamTha%gYNditgAYBGbKkz-!?>d99Cs*H?A!Mw}S7NGe*l>A<Ke+mlqM
zfv|On7J5oo=|QK!Ro^(Vz?EEQ4>=UwT!J0_CaE87BI(8i0(GrHyd8Cc5p8!zbIAhp
z?&GZn$1#?Wxo*}HTGG!S^mK;pl-TIQ0xvV#e=MmfsJpI&Dqo9wIuF?ac;L62{8Pj(
zhH$wyqzW@ax+|CMqtB)(Iouv|iW1m8a5UF+JE=agb~xj0bFT2v{-eg(E>u9Q@@eNS
zsWaYs-?Lj%#1~`Yx!aFe*tg)1Yq{g><gM{zbqko5%kCMt(LHq4lf_k4cDX|?zCZy9
zp<d!&-@q+jt@Lcck~H*T^-ekmcp$#W4i8ZRJ=GcFtq|){ZESxLfmB20U}No)eV(wi
zU(4L*z^BGWfqCcgPeQ3#636rykj`ShLb$RLj1>W{=dELsg>sa}8Ct3MvxzhQwB-l8
zn@ZUd1JLl^wKQ*KA!XM`t8ru8^Iu$Hy^&7aLp(JPMIPkDKvTQtb+P-nQ%zoxBk3Q?
zx<p-=o3f)RgF#@ikSG!FeG+)7m=XtrOK256W5LDG6kfChSB>}e3^`^arb~#buLlv0
za3wcnd45mlaBmZ^-SmkXY1j{hettOZZ0u49u!32{moeBiU$^Y!!ITdLpGJrICEF6Z
zFJMzsaSBffPK&OEuF+-eZ`>h`RsVq2HATrRB=Lkf3j|v(zK<zNoZ8|#Bkw`|iM}}d
zn|RuGdFdUI{3Lm2QFng>Do4V1B%381yBt_D^wVLlnVA)im!lLyp1Ec|0d%Ql^TdKs
zcX69==xLN6WSK%b<O*ewgQGL+BGgMm@T<(-^tYGQ7naEv61A3708nbF93zGK{PnAc
zfje64M1kP?eTE~G+9a##evYQ$FmmrQTZgLR5_bJ?_s?Cgp3MPJ+f7BbrkpGdRVUe!
zL|DAQ!EX`k*JWn$f)7#Fb6O=KD5|aY0~cOoyqB6gpdE3EaDD#Jt2j^VyWC9k*?re3
zW_ZK%^^ZaFwoRD?!e`XK`c^AwF7#qfPEJUGFKJ#H)nC!JFWfpZg}HK{PP#k3c2X^_
zUO!!tjA+7LXMXSGs74^%QYgQYw?`lK0v`vX*(1+j8lH9!MqdlGeNheS*}H6l@?xTs
zdDRd^EudgiLvQAoT5R+KbQyp`D^ws9)kco>bD6l+Rl^fyY-v`5<5bR%`rniw5y%Ys
z7%K1e>$%)PT2AhQE95;V7;N;Zz*v#qeqS(aimX++p(`A2Bm>fbNXY|keR_itS(v1F
zl8Ev|1<K$l1osVon$i^RqsMD>#+CmCBLQ8|{tCE<9i!Thov|kh)OFBC033`CcAD#`
zb^q5z1FPJ9`0p9j&Ay_#@)NC8?(*@~+JdnWzBX2~bv90lc6zyq(r9z6jhJ@xYW4hj
zoN0+OK9vUOd_mi%)xhQR=PGelwV{$ZL;^0ZF1!6dStK)%BmL6#qRaC?CK#i%xZl~h
zS?A)GStBd({HJ9^zBg*#TH4Y(rw*nfNl%uXb=*Xt&Cug({ub=)u1csQQ&+}CNN}QG
zWUnM6k31G@_tC4ak9~~ZaJD|FJ7qH5EV!;DZcv33plCZ$R|o&&QcriY2hCD}$UI}(
z9<FUO+`1)D6I2uU+T4}$r+jnqt&q?9jEN35AlMm3wifPddcp__I`cj4-TdFhTq#<y
z)9-dYTAG>~JRkf}JS{%qEKgCim3N>t*?+{zf1>kNgxLSw`cR}6_7YmoPTlBeRRORV
zPewM2+m)GsS<BpWjk<vmt?rsU-6=^DJ+0@)kGt_?`eEE1RxI^oYeE5NFR@K$7%>Nj
z9WBYhdeHA_0+5H(WFk@NQ_tHfub(758D-^#I~O`zVy<yn<t2dG)8Auusn5IO$Q%LE
z%qV1~7JhCLLmX}g;GvVd4kXp{L>)If#m2Q_D>HrJfY!N6_osQ594S*D;P=(P)tHe3
zU!Oc59tA{>>b{&bSf>6%x%exxmi>e8pCOzw(tI`J1u*#vD*qt@Pg8WvT^mT4KODEi
ztAEdi(nFY+?s}W0kNmI2vR7K`K0e=*B<1?z;<_rg-!X)$r>byueP0#(`<8c3MO9bk
zeruG3h_%S<W`!MI;BFTvPoh0hNOuVIH$pBzu}b&(BD~atITyLl;q55+X^h_N5LbW~
zWwf&@IR7zH>rOH4kSy9v&4L4aa*Uz{7#h)Tu1bh;Q8$>(<|w6Vims`r^J`UoH<+?9
zDQ2?Z`5`<?h%e|tlksDxHHGak)a_7HdIZf=O}?D61DLU-KT>e>FoKhv4o_rN`i(1f
zn$GGSqJG}SyYh5L4Wgq^YoO21sL(=Yo26ON6S?Fh)~cUo5|=9kFXtH!U-jB6V%sFV
zghTdCYt8~5NXA%qV(3>*zxvnfim+PA5_r4)2w(URFY-~k??{~~T_p7)wfD><?l=`(
zV4$Df5>Ggar_PPo)bnjnuVIoKcDTJXE^Eacfc;Lju{0{<RMB)p>YoGO!m8mH?t3xA
z+)YK1HoFSzg^7iQec&q3Pc}Q37+2%Xd4U-JHYMkdbPe0Mp$=9w(un;a9=XE{H_K;3
zEV^1XTN#uP!KR6;U}&h2c6OAUq-bvmS4qCKpX{*Fv9&h=_+Ds3yWahMx%VANPh05(
zyFUG@|9EYZP;Iy(q<(mVJL!lwhYw>8i-9Sxj^*=<*QVSkrD{JvOz;G*>djt&tz*gT
z^HrK>yV2whCbIgND;$1tVsB;^{~lFkV~>qn8a$4og-<x9?yjl2p)7HKRqi&w;s-LN
z!NIV%R`{8hu%y}a^yI|y5`<`{O;{n7gFmLt4rGTnVfwnb%9qs;>%d8$8E)E5<#PVk
ztP1J9UuWRbf@aMM9UiFo>@m?D+HuohMS)Vj9kw4+<Z$2@GtQiE@$p7w=D)cB2lBFI
z6yG}ILKsV$gpyMJ0k>|T>SHV>g|JD_^cO^ueAxbcb}zHy__PLZzh_5Oj&^RR&02fR
za8jQp(rEF!-0lEodt#U92^>)NaNt~Z%~RC~jxS&8F^If}8tDc^?rlLDqN%joHKf0p
z90A-h2Rk}-!<wlJPg1!n7M@ku)J+Frg2=5cguiU)OV5?j$b;6}p&XD3AXBwp#-kk*
zH7i|YR1W5G`j?5N5c#en%N&0n22XEhs*Eo^o$6|90_nY*OD0#SSRfGX=`@hZ(+53d
zrLTL3XWaw96XLFZ{<Q6!Cdd+-6+rMdNQ?tvFOJua!<j)Z?{K}B#JZle#sEQ^&lBgH
zQ1avR1#S7*i=M><7~q?gPD_#<I5~3(VnrrrZWW6yOcXE8NkHUB!Gg$D**yv7n)N$}
zSr8XcDDayap8g=ka1HzR?S^4SlEh}q>Ymp>Aa**?3HfI?E$pMmj3g1~DCyhFIQ*+t
z?RoxdUeZ>K9Mj;4PRH{$nm-`{>m5v9W%!fr-BFg?)#GQQu#`%=x8$1#oSRX}VLZwt
zS!hL3!Z!>Iy_ka52<7Ej;w-N`j`W2N!&dCMmO&j4C>TVU@TiKUkcFlJ;R8m&`ERO5
zSNkmqPDz}8AY(?0srEUaZIWU5)+~o1F!(#*a^5cEBU|lF7I3T|rn&BEo1D4^{{w;q
z^iUF@)OS{v^j|5(4()G&E8Jf)?)I%uFT|MQmDeM$6y9M+!!H-Pk;6=hVkAhB{<=B0
zst*mTHqtVrZ|t!_uF8>~8vgb`Gp7QvpszozqQ-gSwZ~p?Xju%lUsL=?a_YwPOa)iR
z?(Gq`mxIQHHkxy>>VmWtNbc29SGsf|qzkzgpSp(N*^|iUaL=v0-0W}AB&GeCxRtdP
z@NNW$!LM%Ujga%lHtPV2*B~}PppL2$Wu?QDQ=chURJ^(0t(pYs*9y@09Z6?!@o-pJ
zU6}gVbpZ1U`Pl%1*VVyP*8qH`6);UCwXO(Pty4|TLY094&Uu(bTlCyDk)F8i)b`)7
zxyv6^Kzj}JU2@&=$dJWt5;i%^M(bS|PUj<Uh91N#>>DM;8?2aCq);Y1=+^5!(}p`{
zs=Bl7KELX^1(yveth%GRa2y$~SSi_E$pdb*NnLrTK7JPO4s)=5{P4Q1B%o6T&9WS}
zD?wU3{d}Z;^i;6=`|qEYJU2;Pe6`RM|NcSBUEc9kcYoQ~rB4EL_Dt8mX|8~Y<lkU^
zhvGlOD;oWoSeO=;0_6H&@sqbi50KY6qE$e3|IZ_^7hdkWAniyR6g3We3#^q+8k%g6
z)$8;+xp@d9^OHU-GnQ7gf?6ZMVulwba2#&mu)YF~ngqeE(2X7C4m&<r8qu`?Ax-US
zyi;85`^&xYUcE`^N3tg=HSp_M%g+O^;rPP7Uoo>RJKM1$wEj!DZ?Oc-9B2ErzMFS7
zd2|oic;*YNVG#;Y4@GnJ%um|>IVgw)e?NRx9$={UWhT?_H|>$AU4NsizI$Wle}Y&^
zn(~mo5%*hcBf?I`;Y#NViR!o4_J^VfK;3?#V6A6Ru7FJt@cHi$TcE0rNYm*j*fo(a
zKjAJ`El>#;pznEvH~vRDbd$K{FY-P+h;R9g0s!RmINRp>T}3B!Sr^`v3M3p!dv*({
zUDNFU9Spir+%ml2#HG)jjBl80f!<y2KIaePWk1EqyuvH88ABqafu_nZ_fzZtA^?E+
zGDWa{XMaxm^GWLWHJPw>L%|=&&O9>_$IYz^;Sk<_&NQ$dZx$%Ni#M@`<JG;Tb?;tV
zf{XuW1p=%S_`PAEU~tS6S-fb2ahnP@?5fL1^Ix%8IN?UASW<^+7bAPc0{Z2yzKAz#
zSWP_{M+RrC%guK^KX~d6r*7|-R5ME<9}z6+qwc=hcRBY=T`7T&drs&Fjc+?-M^L;w
zvM_f9L_lWZ8<6bw<Px$Kq&`l9sdl(9q%#>fUdUvaiT{yDl~9$h+=B2E?e?=iuU)Qi
z+!I(pf8(sAG3&9NSwLS}k@~TPR33jJ7A00L_yMEUZCNU+rKoZL)rvIm2F)s}X=+MY
z?!L^V+b`k=m@8@7O{3@SKi0(VoVETFl)vxTYu(VjGV?KkonfI3ItL5YoT`=htk2K3
zU6<m#UAj+}EP^cI(Wid>YnKu}0vY{*)i>lt*is91Fc2xyu`S2;s7mI}-6>nOXJAg!
zaUW)(o6`1jHC^I#clMDa?`4>}ilVR=ioXYixZgS$8eBx2ITD!p5SNXl)2HJJu63tx
zW&FI1fsn8<A@Qnus2(anV9J(=j64qKAkA(T|H(ssgd$aDI9+PTUf(wC%?UH#yN3{#
zP(Ocg+=Ff1wK1tzS-5kz@b^e13-kun7`gpoBdsSq8#ussG}fy9`3r=cM{?P(-K6q&
zR(RNo5zu>|x{xr^GUJ{|o%`?9ibOdh3i=9k0t7$97oKsp=7)GxR?>zob5Gw*+HZnR
zNtGP;a*W?yh9OEM33n%BB($?{iNtQEID5x6#pabXVCL9CjzmVFs+5|f?a>31VN3X^
zPMeyDPO9AqRZmNZ9ZmEI?vNnO$$OkjNyMeLXDYDXov^<LCoI8Q>s`Y0H*Z-ipPB$h
z|2uZek{)YTNxs_^IO$fXt)5_&fX)W`C3r}M!<nOX_d+i#32XbWe)Z-&8Zb+(JAMCw
zq|bQaZOda7#z@!S7qH+pbwMbaS?<2$+Djd{xx_t9X|G;|kki+kvNv2gLOKIRqx7C^
zX7Rcp9&o37rgb_RnK1O{EL%xn`lwI5K{FaQe;RKoprt%MWUmOi>EQ+ljBI!Wl^u4w
zEh4B&D18c<biT-2810BFEKs8REk>loJtu;8J+{*Ap;NgrY8_3V<<<-4O>?s0$L_+!
zVBhe|J$>@RhGY2@Gn$LG2abP3`Y_l2v<deeDH&zMa9zq0l;($}1g#+}>Fmt0PqjB=
zthv6vZ9U(#&GNi20cItSH+B*MA%#T&T<2GT&8?3G1+Cjni5|x*e`~gM{T?pFe8lE$
z^KOEf@Fw}=J*nUXzjg(DK)f<sKY{zyY>xH8@96VhG`je<8My06NKb$wa=<;OzZV6|
z!^Q8%knp;2A=1hNSzn-b?w-I9Z>*!l#nh_s$y?I)6D`U4>XMz!aRHY0&F!}n?RIR*
z*qk>={>^oNp07K+4@F5cojD@u-g=(*U`8&?JmBAWNHUf+Ib3{*p?#dy%WB>=Ce>}u
z-T#fhIneC`ilnE{n%)0JR`8E%r>kC2KGHzvH|;oJd{$swW!LO<dZn{$*ZB3y%5i9Z
zBezne35%S0ec%pk+?aJgp0SskDbax+@}Zni%iYMn%U2Sa{$04q{&j)JFS;kgIgL9H
zD*rog%57v$zDjeLn8T6A55+xY2szfl3ppG8gIRhwxhe9pPFN+7A(gC@#okXmz90!!
zS`Ki&Ue>IT=yGjmnghR}Zf9#qka0)*R<6L%{WxLQ#UGX-v`-mZ9psiH;aOY_h;TgI
z03y51d27PEzIm=H!Dhttkv9(*lRLdp<7!=a81~pfS>A3K9I8!Wpf`&AMRe)!L}eMU
zC2tJ+Hh3?;`k<{n^Zm_QVXYldTuL%o)ap)l=M~$dhotfPl7BF3Fhp%HgZ_}(IO%Db
z!KR={MiEK<Wz6XAFRZh%{7bV-y)S*E%&<R+m)?^-V9Va@q$%Z<eN6W_Sozc4iIgF6
zcPxmlmA)CweN=xS;jUSeMJN7*$piKOya7R*x>@&NK&U<Ahdq75LGUZ_jcooR3rpX>
z*n%q^`n+#;x!U^c@|3NPn0zqwftG`_{iIIAiZY$xolR-%uR$cT&x!aoM;z7ZBPMoh
z{h`e4i#RmQRGzsrm+p5Tdl92`S|6JT!RxLbtqL|FLi3ikdQ{g?7Rx?bBj%7M$CX2(
zC9Uod>+ZE0os-SXjIY%wg;(;FrgBuwJh5OuYU~KaUwzj}pl_3dIbst+C9Dg6EUn4x
z$Ip{9?f#G-`#d(g1DU)$-I&pJ?5zPMtOq?m?%-tkSP}<#Z}U1+&0f=sIHXVB&U{!E
zBli?}w?OfOTe78TCFDep*JqVDzp*<{2l3cw11F@Cbxk^U0_i1D(+MC8r?kN3xOtW$
zoCuRn5N>m4L8K!SjhLZOQ6B3w8!i)<^7%9v>4*mgZmYz`!bCzAD;@ZTBUaI1J5(CQ
z@PKq0OGXa;BHMCF{@@_`=T_UbJY}W6Jve<nHSy+{67uu<l6RiBj-7j0<yR<#WD!5l
zO_i7B>7gV|GzzV{b5g;*vv18;@y{|O+E8<f`N>c{%5lLr;~iX+`!J6RA2j!AbAVQ|
z;cn?)+Di5k1~R+tPkDbZFP5hSV@IDM&W3MuJKbXt2QGQC535K<j>~|3GBz5**~m@G
z!GW4{l>0TuOs6*2aU<)9toItThAgFINh3Qf@5h?`8Y6RZS9ts599(v*)xk2X8Cvp7
z#WE`u+wi>ade#n}$F}%tGulCt-<-Bjrq3%u`;x-Fdv$nz5Q(+wE=`@8+lMrHu$7MM
z;`bJY=Lz=D+IaQYkdKv?I_?%L)Nu*K#(hKYe~8OYOzqg){wayIGn1e?J2xZsau7<s
ze&iP!jAZrcZ`TQk<ps1oVL#-iG(ll-emZg%b>Go7KX*G^av%#OW~2f>eP_4Po%vM|
zy*463pAITW*b<@N$<664D~r7)+j&itZiEv6U=(OE4OV~H*f1oLH!Z&25|?xlJ#R6#
zCqK^?uw1?%t##`Pvp~&11<`E=>&L}8e7c0dEbaS6cmo!k7q*&*^*7$GCG!0ZE@-*d
z@y(Fv-F|TJR!M^DUeQtsM<mQQBW_0^Iyvfpr=IA1(h}BF8*1e39vTd$Rum{;6?wFp
z+(Vz;jx`+oa@6AbOcZ4yztg}Oh-$$urL@<}h*0A=<<;eT>BU1!o8T*p!0TIE6trz!
zShcuY6l@aF?GCF6KGnc(bGFmt*yw_~(pCt>z<(%moN1<9?K;pM6q@gE0<Ynphjgtb
z^$7C=;E3m1!V}1<_8S#`LmRq4_}Q}M`UhaC%g*v<$D`Brz159@>dRbhoLrciT=wJN
z{mx3ZCM)3(KHJ!8$vvPDUu#Fe(7d?=_*v>TnZ-pKwpPnq%4j)t!85EH;)WFvjBas+
z`Zi6(j-$lQBo0{_`oW0x2~nZ;=CmwYGH+%78QIdj!TW@z;8~(7`{q5BpT}MCS##t8
z9{71vr=tCg+AM2I%y#6JChMk=0K=vpx!zlkQqIp#2=Kfy&-Ox~<Bs_gRC%K3#VZ8p
zmOd+GM5@SDQa#f7ND}uJw#Ia=TO;nFCv26=pXh_0BPvx)#MzZGTE`-<ZETF(>xyu7
zMR@6#u9|pgMQK&kdot2KYVhFvE8f0_&osF47Uv!H@1ughN$Z@s(t~ksx<%v^?;oD(
zFruu6^0O;%Rieh;o!4tuJI)lp^&(3hWY#oKI63Tp6<G@BWwA-x+k9vB@#hW*-f=5m
z!ik)|Ep>Ug2Fr0RKWA4ldvddfcrSp=`;U01(ga(4=Y7z)5PKp1^=}dU%1Dr##?v<{
z_-qyc3+JmseAz;8|B=}xm|a>3<W%yUcq@EYx^~DdS>QwK%@%fRjH;ZD`3EA^hAqd3
z{ppIE6YiHvdb-P_?EuBXt4ImUnb=Vn^+ZEH$gn5%Dl<*Rv<TOH#ky7`Y52Jm;RAio
z(pGnT%T&?|NN*3^?zzK+xn9)-gu^c+HQSyH7M7xMF5NVKan+e=hNpyLg+Xhj<6ctD
z?6uHTkCFusETddvKqX9ETn;+?hsMc2uT-ee%`9&DouBiX!4GZ{K=hzR(sR16WiGrd
z#>9TUil6J~IJG_Gkz&p=LhK<*V8v4HRb0R$=Ziru!3cJqct(ATUd6~w7&%pLPPi7d
zCQwA=+77Oz1%vQ=8R5E>j2bq7T2aFcMcq+mxyU}EE57z%C1uAmCv$joL~zmB_!cVx
z{chEE>Z3%gKu)me{{A0@0GROj@h5O?*JnT&+1Y*c6n@VJB>u%Mbp3Vkujn^Z_cE*9
zz^EuxTD(2dvq9B(i=;PyJEi%5z%)@&4;odRq)bGpf=gDK)Dhk6$VH*&sYLm&Mg=%l
zPt}-+mT|}1#7#4u(x_<6b!z8-Q4$lza#cHkboP~eP+v2OdJ%^L&q8Pi4JQ7joB~o?
zwvG7lRqG^_0sw)f$*yyP<u*e#V^wT8&POK)#&WkT81_2Y5hg)bo*oD82E$<XpBv-Q
znN8#W7Dfb#S<$thaeboqhN%pRt<{PmrKcxeyDU{)GqBR1E{J||pI@pNYxy3$m;xas
zf_d<HczZXUit#_wCGp~4!h_n&K47k$vPakA=N`_)TFgAh9x<^Sd^SN55rQZtG<7v>
z7#F~Zv_KqC|E*!M`tah*in`f<yxX$Gw7B2?F=%x4H(jzuCr*nf_00h)eeFk6%b>fJ
zpDWT49V=Vx?*d?ayFXz)U<iT={uLcP=OwW6e$yfC_(+d7Zqc^-mU8N23F)mRY(P~L
z|KWQ6+eQ49(QW_ZFRIO)OU@&KFVoq{m_vz=>NWxMukRjYAZ7L8Jt{)0XD`7qfuLl*
z3c}4OH9LE)GlJW9tRJ;}^wANj9}??MTG!T5VBo59On$u9&=gX|kN|Z-G8?`j(K`8<
zx&67ANO6}yCG1Go@kSLLEI181>T{#r{lDvPYek)$1+y|__xhmKiBfd`&etaaKzmx<
zDSCj11z|YPIZzn#6Qw$GIRS<ZU+XO0TW0+R7DhpI@5GtkS?d*`(_$|WH=4M^S#{gB
z>^EYML3b-Lza=FOSLl=aLM1;AGPTXM$NJ&d%f7IN#3v!({Xh3PTKRvte$rvP#L&67
zP<;#g4l~km$E6s79FrU?($VY?&n#CL#XM(eDd^v|kDeiB_2G7FrRD<7<8*tEiTn2h
zeKrHaTiD;HAMc(@HXDouy#L8dqn4S@<NQChL@oc5X!-vxZTerTJBpuOf{SYl9Bi{n
zVb&g0Wv$$WuoaSJj{T_qCck;sMeTm`2fdjaB~9>>EGmmH`x4RR#$Yzt#?K6$R|E#z
zPcVG4nB-gZpz9={%Y#6vyCWskf#YwGqG7)#E%9@A<1N|#JW(q9*<h~o06n6Y6I|?M
zM~)|}t@Sf^n&QTrrJWpKVdE|z<iFvMe2tdOawU*7^Dqc+b2N#IgYiG1F4vcetiKT4
zr>*(>3L!sK>@H^-I4>KswaYQBvrB>we~1e$n$qb{6nnFQ*y`OL;f?K_EjUG|!oI4Z
z5-A72H>ihxaqx$v`x81JYV6MNY2}|KFE^I!<ual3w2J1_`vQmdmBv^2el#=PZpfc`
zXU-(K$5NhHXY@J)6OJUO-SrKvjL4k2eT4tQJrK{={$ps+v&G7u$8GnPXfQ6sAMlI)
z%~6B4Hiy0&S5viu`TZ^)aVv;~5r{Zxek!r-M+q+`@?IV%IO%~q_cxZ&sQo{s=RQ5h
zR*?9O#4N-j2|chGh+cN1!^H^2t0LU~nYTpIQcfO2Ge2d-0r&i5&7S<($0Pk8zyrM5
zrRTbv2mO^Hy>zH;2K}UO6gf&_+Jc>P0tO`wPGD&#ebSFre6?<`P-Zb=-Q#&WKy@3!
z!`qY9MFB1d{x?1>ME>YOUR;_>9ea+XUI(#HuH%nB3B>-;I%j;fTXJ3{U0GY~UzI*5
zlO+zjO7@#s>kVI>Z_lgumo``pmh|<^Y$d4H5VIzR9W|Xs2*xQU9>Pl4chj+3DeXBK
zNxf4Vi4y;EUUj!zWUyyp<z}qi-5}#VdC@C%PKi3@s^0YyjBxRsY<qGGjb&Ny)l?e5
z5>zv719=I5-Wo{yoe*Uub_BwA>-L}=3Fke2pSiCd>*`5U-3qevNH;|p(?0JdT(>_~
z%uVe6l{Ut*i2|1pFkaEJ{WYan$w2->U;E~YaJ>X0sGBR`D8k9ID^YS@=$;&f)HA}r
z;_>Y?V!ZbR%{Rv$dK-VHX!~k|_3G4%<D17jfc|rBOUfizEB|M_tCGlYU|8<fZky7<
z`l*X#Oy(~d^Q*N-;RWK={k5}Rz#j866)W@-Tbk?_y?$F7BkSlI`<!?4sYL9XtOVZB
zcOU#y-i(}^>j)xtX^$384$-wPFdHxXi%f(=A<nc}t4~>^HiRSlgyo)x(Zb)HhM2Qv
z%sH)7Mf%}lA<5jX<CA_ni|@X12>R(O908vpuqn^?yL*%V&E^=<u9Fvk;4m&`$Hq6N
z#7c7eg2yKJ`|*mwyu!Y81Ko#%h0`)VDOP^><GD5W`PTSnqX3PLC*kN9``^1j>p1WO
zFUNA`YnlE-u-LwzTXlEisxzzE6=yUiJl5@9$B{5a>#c#XrUL=CB-%0`#DC#bjVoKM
zB-R9U$G&s3?g+!mnm!arr)QvR%pVk*D`DqBKNgty5n^T+sed|dU-2hzgJrwgI^&e)
zHcKwep@+VqRmts_|G9n%tLX&i99Nc5!d3B}dBb!4{_m4H+>R_C^qCU>m~O@FL6qF?
z=oOa0q8YnAU>*(Vc{%)?@<`il3`ZmDTkml`HpcPBKj}PxFsFKYi1*{2@4UUDnP_)s
zQ0`6-Rl38HG=i;?9ijF8W1G#Od{?v%3;%n<g*um;><T3R6vpClqj`l7oDL^JPj?HG
zbp(GPxS&>u*gApBJE-r_WV-7NK8K#}uk1+uV#nV!t2am9Ef-gIg|QE$7*G79`Ar(m
zywM#`E6|r=tljnUmRw%ut`G7~EP}S(Aqlu-$4-mOL)uL|ne2%roDc!%mkn;Y^xNU(
zz1v>adV?FE=M2FF`&B2RW*<mBSJxBA(e2~!rgQN*5qyU!H2LmpZ~0GM0Ym%ipoRgo
z9lRIQxAq`3aax~J)cti-B*Q`v`yvKvy7W@?X}HYfCw$2-Nh>_i>CSAt#u9My(9N{H
zbOqgNvur-^jI8&B*6LsUL5YU3(YuzjWA;t&DzN|4lsmDNl5aE5d=Gz_8!nPOKF5?M
zlzXUqx}9E<QBAgR24cP6Kz#1`KE>;>5^KK=H9vjcE+|8Pf_5j4$cu;mG8o3smZUS1
zJVYA*5j7j^hgKCo{~PODfNlX}i>(EGr9q@dEz1G2`c$P0;|-(B!hzHol_R@W|D3YI
zH`F4-kd{wOW=t_gupCcmaUj!#NwUOX8EK9;4dk9eWU+z<W)q#x;MRRT(hlc|R_BYt
z!;%!>>c*I1&e{F?&ypN3-Mlfm#y?X-T>fo3JqtO%RqY#^_rS=^x*f9DF-GIMPids-
z>f}ecsg@(0+{iae>$>pncQ{>TYAATg45!4v&1loFS4N$6bdz&bu`FtqIckth8io~1
zX=EU{mF8>HQdyuj%JpKOvwD(7xp_(zAp5-#FRl`cYV<w-xc1dc@0v_Q;JL34HtHCV
zN;*SZ-%7xsdePUK1HW;6+ft`5>1F8G%2&!kffOU_eT~HxJ__yUi;Z|b`}E9SO&U$s
zdls7ou@+$Jb{|%z>1p1TmFY9fxh<M9q&BXToT015K!S^4y#?&ZF|`F^W-P7Sq?E4Z
zkNa2mUOPRl3~qO7twpf~%k^Soc-4TuVaqo2bK|cL<vNcG%ySpKk6naq9Aojjaj<W=
zU2ZyS+~(nTyF3F(@Bg|w^@k4AhIMRbS*?EauBZkBRmQ=no<r9KlW$(C!(pDwkO1s8
z1cn40aw&dE-0d!F;{z9apLV2q#}>clMM%aLk256Djj?zucFEdZ$@*6TY^4EZIx}GH
z($<+yC$mM9NqS|&Duo{1>t$9MGiMhU-TW_mHx4vl;dTw_n0L+%XE^}eHj=s`ft~a;
zR?U984RD&#K90p+Eb^`+{|<;5U|6Lc{p<x#6VlXCRrXV7#!rjs6e)}t3_IQe6czfc
z%g*Gal#$n~qR3ab%8-`DYW}&+=0YAf%4u}drQ9N4s>z`9Nlc~~b$9$*X^04Y%8Rs_
zeU<s|Qb&l-MizW*sx|Dx&6I9N(|6;%#q&CDXzw9Ym}5>VwP0;7eVT3Ex{{S$V$ITy
z3fj3-Wa$KP9mawo_VVU!q|%Ey!X?_2GLsIu82PZ(L|L_it8%ME=osI|BjGGQY4O;g
z#}24rESXoKNF+V)>1L|Nm59e;|NaX@C!c<md^>RgvbvXbKtrpzdVnxd2g=c+(Rjxo
zvw4cH#(jgKZ}u^^c^UO2ja0E}jtr+d$9i$7F4}Y#p?U`u?kc}3yj|EadMdIVy#~08
zLH#6dcKN4hLDJ^UXtrspu}Ofe+4y_|yBh(dEcy#y;{NAufw7_|8BZt4r;A$`!O*-K
zPy*isRS~6MXO~@h#X^$RUZWi!2eFf`ZrOCW+gxXpSl17nGT`q}Av=XkZiV&tZcEvu
zxEp$u_B8<9%s@bYby>84X}ejdnchhX72`6?0C=7Cs*T+oJ@LP}0K5!4MC=MhydJwR
zTHrIwD2{Fhg4Ze?{c3+F^9?X@hZzM<99#pEj*_Tm+*aWliH$o)moy79V)Ltsnr4S{
z)2kV?>AXb#gF_gfxwPfjfN`66?NA)B`FYxuNr3J(GRaE{ly<WVJ$B3|TvS=7MN{i4
z<)wl#wS9Z#kCZ?@YQAVaiL#c*W1j4V6ubEw&7A3oabb9LLO?l1!4i}G@vM(r87RA(
zgMBQ)D1~y0kjroRBh^g#@nY*(an%q(HHk^>s7>8y1|jx)Z4k$p@?soyc_`XBaO-vw
zXcea4V<r=tr`%7HJ-S9QK<w;+r#)_^uPMe+vVybT_Ejzys1C`ALzR(K)oQv~`aQKh
ztnPN~a<#Z^QKjii&ZPfGZ|y=>o`8zUdC(7-ip!{U;IofYx~Nm090~q?^DUO8ol8^C
zJ^*=|8Yp(%9#q%5sw+vIA=S1ED0*r~qpu%gAf7Z5#v9~@$5}K_nIX{e&+KSsj?+wN
zQZMb|``I?oY$;)rok=s<6=!l&Y7wC$mz!JS$xZ6HYUeq)TW;W!Rl^y|O;cR4L|NZU
zQc}rSuZ>55%uAF2N(e0Tammr>+R$4}C`cGUQA_*E3MH+tvmXXy@$<8~jx<&2Jxe4!
zy&;J4X`MDkF4Uz>oly=EA&*|E7A@Fm`RGQrcVi0YHU0CuNNJpX5xB*5x3-zeFl2@Z
zC#v)|Ov=@mizs1fdDoqDuggy*@nxo+HIA+cb7h@u%I@p+V;qZ|GN_^N)-nE>e0}CX
zHB=i34wGg=tHl{|SE4Y>yYdFJdY9d#Cp|J$;}M2gT@mKv2R4SpFZ0gSCoBuoQjDhU
zmQ8rivotypJKladq{~z8$q%dMA1LMo+oc(AcgkJtfF0=NIAzlbE1GVsi@eTHf3A}7
zg)6^41zSlyOFQG~(wB@g+3HrU<QzkTZ$f!rwhlSK)XA+ixX3MC0j<pA3~an<kUzU$
zvn74ye5w#zYNFO0_nW_B<NDxoHI0}d?Xsn#-CDhVj&7qk+3U}M6YeUzK23pFwWbK?
zQ_eu9DrS7t=jMo0Ms>YrZYAa>3*`L{zb;a;{e_###<CR^;O=b&U=Z#0AV+3mTT&?}
zfvf#kqVOaa0SB$h_F}^4bCsFIvUU|>&f11vjd9`4c{@@wS>nL#<$eNAj5LRKe&^=f
z2iH%OOBa5H@QJ#*u`4!nHGZdbg}=bxcRv0=*z2t1UJX%rDL=0Cs+8<1w=G-SRa?i1
zy{>uQ_*e1V#W%(Vob5XV$z|D@W$hIU^aRV#gI1L*%Zt`&Nt+JC9VL3vX6?u6BqDuW
zAhX0dYIt{>)Q!U_SL}R>GLzv0$5K7$?b4V2>NXMur#;*+5^6G5b`c0NkffLG$Wuu)
zV9~Po{k8K~cM<qQwdP5R)5iNLO!bqORI%|mXb?XE)ukHOC@GpRl>&!R3jDCcClk9X
zps<_m#E%#uF2-FVCll#sQRO}k<7FP-w9uk!R+cF5u4Z+Mxd(m%ZBktMjN<7>(y6HU
zH@1t)<#D0(0x$nvfJHyma%-@P|DFonQ~;C!;>avic9w4-WPd>41`s<H5?#2b%h?a#
zN~VwU@=B+p^WiA}KkU6{SW`{6Ff5>QD<CQ$B2ADYU3v$R-g~doJJLI-bdXMfP^Fg;
zLJLTMp!6cWcaUB~4=v=2_x<=h=lnQ7-|xEK>pk-$%-+n*UVF`2YgXGcX1Tn@gI)x+
z1Tp8mqP)z(Wg2HpD!!FWI=%aNp6J*|`$kAueePRv%tio;i`9I*I<1R>YzrCAY3)yp
zh4M~V3j-wMlqAoDcbXijrdKqR*$f|LrX&K`PD;cs&1)~zJmg~>OC%NQ`V*NZ5YY>=
zrcQ!Nk7Ua;y!aK!I5+t%(!*yeP>)h#7s$1$rTZv1x6wG|bTiGqZqyapof$7KWqsD2
zsIvp!A#r{)%y-?mmn1k@+Kc4Hy$gDkMQDS(*=($PUe{VDeVPXPY`%=79+;0;_EIe%
zni5?q;HxRFi9LI@5AmkF9PE?Log@$CYOI4K>qDS^D5$|DN^GLiu#$wFoS07tTP&tR
zr#8dOMR(y~YaH!!z1NmPBU@Z|lI^Cwf7oxTTT~NlTp-l0HslWS7YLunUMDOYDJLx_
z{!6|~ESK2?9PO(%nD$asl5FFn{iJsJAR^60voTf7v_OrHwZOEUbD+jXs1T+Ap4m$d
z)&=w31cfnsMUcc*Qa%=qs}lmCD~+H{*bnzgNBcHe;=@uIN**%6NEW}n>z|rp8lL|8
zy`I3}JjTB+AA<Y1GtwVEQM$94267C{#*US^=QVD-TN3W*)l|XNFIuf8_{ojUA1-s-
z_4S39mVGCJg@nqz<zWpSkfIMRckEQ51{VMNJ?;hA@4)lY;JP%Wx2Vm*eY`3ttdH+{
zV)(h*0(n35rqdv7G+Z8dkNJg-`ha`C7Q7P@9*A|xS2>=aD_Yd|mCix$6ThzgIv(Ko
z-e>!1<B|+Q?2$J|iiA5q-Bj7tbIPHPM+(}`CoENrFN2L^nHNvXdS|H)GO}O?S4Lrr
z24(Byf%el=FM~aSsSp>n!4B+3<)jJ2(zc&MU_TfJ8RW$H<7L0LxhC}Rv;+njfLVP_
zLb5*^bnMq<a<Q>m?M;pIj$w;JS^7B+kYsn&uvBnqii@fm!L0#6Tu_y;d21I%iZ>u}
z@0_RfeS;~~CDrcemmBXFX7%0+q9}FxBHuMiN-brm>7eUnw#Dk|BH@>h<tEI!0}m>y
z@qQDVfUnX%E*Bn;_a}XjiBSn4MwjI|CrkUb`j4z@ZJy%zw{)H0B>#h?voJRR>g4{t
zS7mPBPIx^xJV)%l6%^Z_pC;(Q&qJwv1hwPT?=fd&K?n@rJ%lQ70oNPr<pf)qrjo*f
z1}-))nR_B@huHU+o1N-k<QNwL2z3><1&>v-^7G}2UOd{@MHW5u6AjNDRGUHQ?taoA
zl0tHxa|!OKtQ`rt7Op#N>|=p_f&i(kwn+oq+CPwxw8c{<;*=CBZ$dW}=7}%M4*}w+
zgh_hq9#l3hiK$cR>@*~S&LP^6{>1wAjbme~s2;m}vEgN-^NcsHaEbRE1PJn1vNC`k
zFfCjMB>&u2@r7iUC2^vRY`G3D*+*{ltpP1pDO5gUuiJOj2EUPI_*-1RtBj)^Ks8ER
zaa4}x=khA(L>TF!<nWw(T&P=Yb$_sNYoV1IbM&g%4O)+M`=AB&L-sR_gA)M&yNQz+
z52To6J)Ro?nS7bS$0gJ^ab0lD>+cEd(`D7Tl<3{?04+~GC7GsUGUX1kwmpj>G4NYb
z;AQets&(Pm$!iUK;AjF66EK~DXxX-N$JBAz_Bgut2#$hg@QQop;5Q$gZYbD>nE_zq
z@}^uT4SVaj$}IR>O^6)?FjHhFp2^XF0;)Uy;dYP6$t{k3*ceINZ?SKiCYV8PkVnEH
zR;bX<u(^Kk_{(&8`Qpw7>*P%?Q2SgXEOowCLq;Lot?L=6?ph1|JWsiw*Cm;*R+}$E
zGY2s+l@;YYqaqMmztiVR1#o)66zup@l+h$tcuVsv6VmS&v{J3U{hQ1_LX_Sa8XC@R
zSKhsoRTBxTh_Z7uDArev;9V_i>{H$KWXT#Zzm}r=dW?IZJyC?*J<2pHsnz+XE0ati
z_Qe(Vj#m9wr91}(t(4t_^NI4C^%ubIpQ#a#J>S~<SVW~dy4ugi-g6_cOLAFt_Y++n
z_7ta+y7zm8EDFp30xWkM0H8epv(wT<X>khv`WLp*0e+Gmpc~8~d@O$kQl2(xYpk4&
zEz#@s$?zWkpqA^wgG$ridv@J<EBsmO_g_qje0AiZ`%m@Gok5SgW&f%_#+6|HSG7YT
z;qP9UOV`JR*#F#pOYy%=|Ic7RzN88JJMb$QyzimA@+AoqLROd?%du(D+^7B<^#PPm
z3eCSq6I}mw>o>JD{N<b?{V(mm&0`$tcjQsH_rJzDFHKHPt|O|0AMsFr(%Z{jSlT7n
z_dOQ|-2UC}`^?8DWzRprB7(qRaCR_)?NoTK?fc?qNZbcj8X5`ASI*f8C=_}I``zi1
z>l*j(=i1=O6q>({B0vdYw-VmS)|sP7uaY79Y+c{s6iEXQU~PbWAkolB(V#^3Cw-S!
zg#PwJ_4R!83=GUnQA=Z4v2j$Q<ruKoKQX`3{0Cet3FiAL(}_tKC}wZf<!aOR$qupX
zy?ZzAvSntM^|RM_-M6aNY!voz8Iq&RPf1A`({i}s<>lw^x8ypT`Nt9y$fV0Tcz7q+
zi860#q(Bymfhx3A)RuGhH+<Ozgx6PrijMwXO31Dm4oq;z6!o`C^0D?_8Secr)4amM
zpIh044OQI1gGPp4^&a=FlHv?c>PpUeG6zbEDlc}qGY10C|4}~&`R-z{CWKAh{)Sl0
z59Z*$@sJvT-yTVx&{@x@*@PPx8X6jO_OG_jFl`frCQqc6XcOf&BirG_IXIfZe^7~o
zu^<GhRWoFluEuogHotc^{*7aNI!v#szk+`WC-UWs;!+I?{>Hr7OB%Vq`5q&71TYSe
zmz+tJ=>Oi2_&=m5JGxzY=g>1L)m~#=W6BjlEjC&XLR_hF%;&OgHuh%R4$EHkZ@!mL
za;lO?U#2Uv+*awLuc%{<>kU!;F)4ySD|R;!<B6#js^Y;bw~meQL|S>Sxccqdz;GS3
zYpY4XE}r~obJ^w&f+4E_F@KqtVE_~3ZCR~7NQIv^n)sZ=XgYl4n8`9lOQX*uO1p=m
z;i6i)!7R$&;wbq|f4edU<0L>u?#=f~#TpH*=H*~3@~lGAgP{Y~lTm7<Loa%!pi|sq
z%cToHk<JMuo=>KD(=utX-%h%FuoOhAnSVOZ5x39cBaq+PI9C$<josKidjAS_6=-m-
z5Yk5)tELk!jr;BiY6Eb;<>dA~<zLckA{_eYi<Xs)W%=E+rp0MDHRLV(SN)}-Veudr
zpUvxt3|i*&-Q55u1*Ku%ZEKQ1|59reipq`-TmSv5I%x>o;C72TJ%AmhXBeQI4MCrt
z^3%)f{=CW^L^5F723-<vA{+l<%@6nz%paaIH&Bhv?wD=v79?7XWwLGDT`+aaQAi7_
zfLn{kQ*p|XW~Z^r!@Pbz1_$y_ub(Usyk`sCcBcnE<ykrASr9!l3WV`jG%ShFLxcu{
zH;BSwEl8%%^c7p{uN^YZQ25Ghk>PN{w7_Eb(WKK=YD>AKLCVxZRpg7LLf{f*r6PyY
z$R{-^^!b(8!qK?t=}tQ-$U`IinJ5yt7=*5ZbNf}r$;_T2Ac*8S!BTE10NrNeGf`Ln
zR64sDh`g1{-Wa9kUZ1lI`jm#zo23~&^YQk&;8lj`Oy!DXa-H)S)&K@3)OiW%PPC$i
z|NI7^e9PCwkaFA!^X$;j%3O5tlEPS_3!!!)R2hRXKR>4e1H&R}5(30~7ty(24m<d&
z7O3rQ7kkXpiWJ2sL1@p9FG+sW`A4F+2@kVE-&*J)9CrnW9qsKV)&<L$2dRsB5qk(v
z>f{s0S^woyu?2@MT;KZD&*SX_;OwQN&1~hXO7BwkeyVZA%d^&<cipi%qGR8(Lxj*d
z=JF{RGGCP?I0%5elB4t-`8tRsdRiEUz6E*(&gRSO&YZSon%Z_!pYI44;O;_^kG5(#
z@KIx6W1P0Saf@rwapFX}Sh#J18^?j*-W~+p6t~6Ppsfj^VvvXRIZX_u;hr9CvWea=
z%ME;QdlHvW*(jpya(kJ;hxn`aTG=6uOW!M|axgZ|wq@g(X7-nZ#@Ts0BXQw*@hd4~
zG2}Z8Rb8YY|K|PgZ`)p!eV3P0QcCCy*kk0h)>`S#jeuehzTg{T>}5FA3X)S+8DIKB
zmXDryQ`_aI9&V7qPvRaMwa|Ch_zd@7SCbz-zuE|z8p-mg2-+wNy&%u}(Ix}RFfcgV
zHjzX(t|zd{Kj^D5Oi6z^z*O(xk9yK#=&jdk+Nye4aDUfrs`p+Y*lFZt^XjJDH^fW7
z&y32!H;DGD{aKm7(dRnR^y;lS$wlOF?uzbX2T+KDoZRqGiOo(Hjl5rxkdG0tAd!z3
zTDNnUsN;0?vQYH}fna#1>W+_jXLzZFN=@MJ8NTzp=XoM#id$PZC{QTg?nxR{Cz^UV
zT%2+*0Cl05yF2F$I=F07VhcE^U9IP!5SA+Ijhd}m|B4+Oevp$|M!hz3%E7_!k$Smt
zkIA^$M%P)i(7T>;$D48~;AYyOk~)}blAv{d0^u~obCUbO<2LYOn2wDJC9~;qbE6*O
z*-2jp3+^ltnkOD9sD-<ZE}g6#SO;zn5?&kMeli>!i#$m_8|^~*okLq-<AQQU((M56
zndQ~K`g(cD?G%==t9<!r1f3lQGZ+L2J&(4HoEX<X=xl&*8R6+h$7QwbcDbuwr5EN%
zj^`BL{<G37J}Jazd>=R<0WKGL=7lPvnO{E%$%~{4JaQL3mW-&}UwN;9p=^76stNRc
zgF-&LIayf`)VI8=0hZY8U2xE;e$0XCQQ1>EjM&V-R^Z}2X=*>)bMU{`?$%cgs7U?b
zVag^$9Rm#_nCI-Q93dqb9ZeIPx|Mtqcs*J<wi0}d(`0?y2SNBn*mqp^GNMFDa~wuK
zXAbQK1YXF2g03<bT2lGx8Mac}JQf0+U^|$V-3=wS(CF9@B+96$+t?IdmMJDsA!_;@
zR`kYLnGO6x+`j4-ff3aU{<ts^ii*Q%nhd|QHyHV4*+Abbwl^+Q!1eSWhUUQ4y#AD2
zh5VT3bS5hl{3w*R8{livFVTWpir^`kUR+1T4606A&4i@9R~(&FHOX&4uRjfR=y;i(
zoLY$ZBK8apeeQI;?>rgNlnFgw_$oGMlco0f{8MXVZ4g}bs+I0L@bz`G<+@2$IrTHE
z->eG`M7~WM5-x`4rUlvOS=hVfyK$)O-!!uNt3j;L{KNT~=tdI^gMNMbw6MPhcRLR_
z0@YvIeor}vw$1HAgGiBE!rnop!fE>l$3eK)Z`?P%bL}ySALvt;-1F!8CY-y$D!xm9
z(=tBY7rA>XZI|1r?5`df&dt`9MI@HQpogehPM0Iu5z2$L@<~DP8=^qh*Dt;^01Fvi
zhDO&!G8fBZRhAlx>2{crX7qG&OD{O(mU^nTV%dyK&iz~Mv<0l|w(GB6wFI4G1k1xZ
z@#gJa`<v1qFMK7Ub#C56;K37W^gxxRSqNqx)k_<-;~}?3xbMI<b4fzfcfHDL9qy2e
zP>jqWsC8~jf56UQr-MjSf5gYhW+JU@bR>HfvRUS!%;5U4)3i6}Z#C?>?Oz(7lHXv~
z9_4Q$;1f>=hs<X28CRpm@MU#We?P%hr!p`ppYY?=B0%!2gfLSGXY3KA#rtjYNkp$0
ztDnA!S;N+pd(HSP!#=?azaucmX_F^LoA9le^ZSavnC`~B$s9BmW%6uU>AZb6!eP-x
zd}P);B!dgS86kw?O;3JW7qA$HA$Nk`YsDk#sMp*J6-~G2M#@*`!|Ya5PC_qNZ8M#j
zlyna|yJf<2a-AoGwWx<#v?UfeI~P$be^17DGP*pB#=P6&Lp!YM<m6=U;GjwOR9%2#
za-}`O6UEUQ*}8J4{vda7Wcf#kRkfZa7ceCu;cIB<*6ZP%*^_y9)%`rV3%8rG*1&RI
z^zPeStFCVv(13%ml2g&#;9FnFAH9*_l?K)_>q&pGfNASZ#EGgm@88cC03B8_{awSD
zR3ZPYXPC=hFaNvdcJwyuc30JKBnO9dlj?W#H){XQqIzEST%L3(s_x0Y;NgeCf3)NW
z7%e$#`mj66;{}Ubc#Kmf9J_XUXm)lM-p9Ox|J1+of!2T2>B7*^yYzH)w&P)U-?or>
zzJF&U+&QMsPW%u>Vjs>e@tSzY8~rz!%Z_goqOnR|-EabxuI4~VmVBJiHNv%J%EA8H
zNlFZw^Hr?%q9H%N8W<X)qj@{Ghi7NY&E8By{#X#7F)lqB$K~Yo^wPpYy4dEI`p9Rp
zYc<q58njqu8s;FQ^LAK+Kz<@A9Sakad{orPoD}kVMaj9NgTq**antFHO)k^ZsH{|r
z@4Adnqqb^?#D3o%#~27Ue*jD#?#d5;{ucA5nA^pZlR9LW@W$&x9Nb4+Cqv@878V8g
z?a!-TF%uCHS@C585)<>>heUNHBOU=J>;W^5I_Bo)@e*YFf*-P!{tVex;Pqyij*jj%
zC#O0?vV6#W0*!a?-r2nMINeg0$3f)DQ)209Xe1>iCtE=c07*%-$-U!bNoP>DeP6Ht
zSWlmSTTeo;07Jt}+Qi7;c1?k7JoD42Qz5@&$0j8|Jh%|{2nH+k^pu9Lpb#h9q1vIe
zKlX~@V~iCQO@J0^gU5;E?$AGJTD0rVMG^F3S}m2G{>yy0|Jx8SZxTzB&|RQro}k9q
z2(DcJqCtr8q+I7m={w_1$#&$k?#s(Yf3Gz6X)#`bzvuSOTZ$-*5&2L3&WGYx|CI>;
zrWH&~?9qQ*0RI!c{%_O&#lZhP7)Vm_zIQ*oV77V19bEcw8-)Vb;46-V-r%F^hRf?x
zB@H~57_Z__@xd+L-v$xWg=djD0mBe3g0W~^r`a31mY}AlIcK5)nA2@%pTBpB_3e@E
z=3H-?d>`DWG)RO^(ic~33Q0Z3q5Q#qf9a7>y;Hl%KtPrHnFT!WtU)g3;8qGyFr<6t
zBw56k`x@aLF+RG#n<SfCVoK<swOve%+R@d|NMPMQ3|jC-P)(S6eww_^)=ttw@5sWA
z2&1kp+f|e)&*}NsO@W9;;nVN1@U0l)Op3w&wQRi#rd0|q@6?BV4R9mSVu0$cjN}G>
zNo6x8h^^w$JF8CjRBOQj6N0n=d-3rwP2{{93bkWyT%-rREBCwUHmGk>!=vU%>>r0u
z@uzLYkr2RwR#r2tA>&E8th!Dh$xb}#sk$eefG-!&9k{>NK|@dA90a;No6tu(57HKH
zHzw>#0so4i9;plL_n0ftt})>@jlUTl)9;3D9t`L6XJ=e{e6rtURbS7`G3cO0?6*$L
zAL%eXRlCGFsk1kQZ-|K*nt%%Bz^Ow!{&PvoPZwGYGGIP=(G>gLFsP9gM91#BQija#
zQDbvh24B%z6%gIM{O%LGIE82ITk|qM6xe{ZMn4c7ldt%NR&#%H8`G7}>SAIW)jGF<
z;lEwol{v*p^3F3_p!Eh0b>)KqQQ`ivM)?63=aEq--wbr7hHt&hkmI)}Eq`(W97<Ou
zYqihujE+@UN9v9q0SPf*<rSdZF#%irl6l`wX5g>HmX;;5PcOi}W$z|DgYH=+k7bwS
zlb7`DMxI}=PleJcW*85S++)r$VeKx)^+2A8dG7kE$C<O;Ow<kDqM+j~1OqxVT*ffB
zUp&e!T}%$Lru*x&C(Z5=RMX4DdnKDJOMdf<1%9wfuT;Cm5R!*dey?4;%GO50+*(G?
znx*vD;Afm{J$iu^F6rPJE1~sX7LB7qi%n4-q<aO1E(CRVVB4D70&UDr+mlloj&5HL
zOU?RtNE)5?UAh`My6TI1X?F!5HM-$x1xV%@@yVkaIpWlEk(0xqqic)v0|h|KHwnc4
zU!}b%%-uZ!#^Qk)$F)C2oqju-%s#%7L-j$oQRr(@)Twy<P7)}5dy^DchYSv3Hmo(I
z<})s}VI-XFn5RQ^H$|LI!dIB(U6ve?G};J24PJ!3M}D1t(w=0US>Iy<#Iz?Sv0^CU
zk-Ua^O>t`BZnPy+Goq?*a(`?nS6*!<AQSGe1hH8XFC;9%AEn>7NDyD}lS4Ex*zIVC
z04mx=$Au*<7;{RV+Wh>w{yxM*znzA@bu1r=Ga4FGn2ILY4wMu+RZrfr(yphy8m3O&
z+uSmgY|VIv0&zEK@qqN4HPvp}$hD5fagOhi+W(M>pp%4?rfucvBKrmN<mi_gnCl8O
zNQOiUuZG{Tefz;w`>x#IIWe`_u1C~0I*5l>TUnR|x)ByZY#S(r$2jv#Cr^{^>rSj^
z23K1kYtMpy(ar%)6P*=FsRvBAe(-Atvutr;;D{~(d4HW>mLj)|r=o`vyRmn7fbXlM
z&xX(|ZwQMBT#J4+|BNDa!sNC<LHm+k+Flzf_!==$f9rJZJO#mXGA@&j*X{d2YTpM|
z0V16y!lzOlMojTV-BeeqzcOl-951;f@SnHTMxp`qe&)(@2lDh8qNC-*g9?DwW+_El
zytAIQpo0!efWKQ=G&@)So6qIJB}ThBCi!Z!tISS>OHQi_Jnqes8<PnyytV8HSX6E0
z*MdaF7U=guqnhYuB}2_-SkO-Vn%Z05-6^|maen*r_FBNwh_-NL6tQHUsORiqAG2un
zP(@fn+E!(SZS#g{s}jgdKs&%c(a2ifx{1Q3*LT-el1ySkH_c%oy7OU)c+u$mId+SY
z|Bu_f=91l=8|;A_py7LY8RN#(mdUU4+eOSh_DkM=*KpxM#h>&}p7_bP`L;{x8s)Sl
z#5bi1BoNjS$tD|zm8^g>AKV?0?j+Y9NQURSLA6h-26Z+lfT<WF-<5}n<EDZ3dJ`(*
z2em(e#gUyBPWnQNm1+g56T5w<!*L%E{62(>wA>poJ`Hp+e#5R3>{vc>+}W>f!7@Bf
ztpaE#RvQ4V8`KND?mYMYtwPz#CR}L?KOe6Rc2u98cG)s@me<UnTPIYnKS~TTY19P-
zCl^Jnj(P-51hr^8l&-ntqg!sO&cE&eDyZYh>B<CQ5Q%581IogD_Rxjvq(Y1#FRVqR
zL2nm1Dn_t9m|-3Gymz>xy4TNZL81jZSE<OJLMN$hm|1lCKEp@;^Z3|nM)~bQn!bMJ
zt*eb?37AyG*@|qqN1{G;kdIWv{mhhl#zG{a^=tnRwTtLFWxF)|q>~DLj9{>-l%)c#
zk!@<r?254Y7a8%c+VneUmEFYp%~a+<E*qfn2NVc^sEDfK6lBCd%pE{oIhhfQWkt+B
zJfAs>Gwh1VN&6<*&#%*qY{?Ir>d0AF``}(=@8Z^<Nh=?2zf`92W{jpgr;FW+O($aB
zLZk-irNtCmeuH%LB?a_kkM8@(`mUuEcFAbd8CVW_^d|2{GFg<K@4w*9Sq1P1g6egq
zN>_H?&0JSIO>w$oX~T`m-fo;32)G#VEUUpq>Jv7=rNc17hddTq{v*Vo(;v*>`E=0b
z)Tx)2sV>b#FtM6Ifm$d3Gb!1nb(p1-NnW31Zm9%H0rQpSIR!*y|5MHs+huT#k>}h_
z(fP}XjFlwsFDzH)j`eMDe<-X{1*?(Rz_c<WL6N>SeNOP0Ke$ku@Wvd_xAa;gXtQU@
zVk&eEa5jdlE1ZSgH%x3M8+n?_W^K3m#>(^{ag+6dns7&bp0|`79Bg%rNyTd%x%PIM
zGP!vPP226;NoYd7;Ccs0`dqW=vqm-(xKzDK-({K~JS|&?jO8?Gbi%|>5xOArHUP6L
zlIM!c%aqD@6uaEm00eF#CeWCGLVT6Z%6(@UgWo1yxte~lQyhApMh7{THSk1yb_1K3
zz8)e#$#Ejj0$sr9MIPU)op@mu?cg3-WbBw$icJiaO}J&nQJHJ}xO*G^Z;}2|*df1?
zds3FB#f5Gwdj1C{ttBa?u=;?QzJX%ox@oR3CVZy}I2vI{Xa}K#^6i4b;Yrz&rwc#R
z1EC6RY)<x^`QrBbSK4fBPoQ;Db;#APw^iJ<Gsys_q?&Gm5nD1pP`zlvLa-blh{<2c
zqs{?Bi*e3QjB)}z)3pmC6oti{bz(B0Go&Lupuv&Q@hU!qWAZumNF2_C7lB7F>2uvy
zv!g0t$8Kq?5%r)!j$TAEWQJMyz=~5nO*_XZja4~l|3<Oy%Tg8dwTA9bw>x|!H+%Y`
z4Hr_yLWU`vT`Udipz?wJWP3?yd8M7kpa8_NJ6lmQeB`L0@>63k^U#|4dO)>=700!u
z#}ZGD8n~RFw`Ze8h2B?iG_Eg4wzF$NwPnXE!isv|j!?b8u|U*~fv;yX2KerPRqMzH
zWN*r>xeiahsN~MjKB#W2;l*S$jFFVjkfhLLHuDcn+!&tt6SVuAKc^uZ2>+s{2H!E5
zXfQ}ge3JYZ^u<G7a;^+X`)QqmS<&~vF>XuEkN{zFtKQ=tqD){eB2ie={`3-d_mfO5
zCJ|6=*t95vQbM2N(F|^1>uXA<=k{s~bI{|4*|iUr9mHF!v%CFiAB-ulO$vq(&`p!F
ztd9E=`+uFnA?NNC53kM^H~hjZb!Gg1Zte%N)eV*Oy~u5|j-c>5L%^q#S>xR(-(xaQ
z&Rk9p$`%c?O?+z#VY;axM~iH18u?ezJl8hv+9F(o^}i+GeL9)KpiTpWS>jZANsT6W
zZfeHs7z58LX^meml_`=dZ1^e04X=kr#@lhV7ZSdXj5!+1<{m79$Px2%mu?r@`Ub)M
z%Udy%2|=C^)z+Qq;K|2q-*{gM0mK7KgA!_WW9lh2P;10RPNJnqKm}0ukp^P6?$%oj
zjPL;plm-rr5y!R+7uGDut}WSYsS?P;ej&o`JlaY9MyCoTi>)X6^OItR7Avjl4FKf~
zVHtF<D3WME6=lY<9ze|sE|x;IT1%b?s~%QR(OfA<vi=4UMVU>Zk5)pH#89&_IQ%HA
z#<5Zh?8dw524bG_Vk2LyRyc7snYf(gbN!S9p9rjo)0fT=EYm^4n>8G|*v73G)#8^o
z6ejotwcbp!`OCZ&9D=A#%!!dKtqE1**xPFe(CTY85#%ZI_S2SC3(|SYaO(J$r1h9K
zXn}G-Nt+u)*X7*Vs2xEATk!A>l*GWx6qvHDgE{4b$0@%Fjk8Kiqb(YgSuSLfS>a~H
zE6EM1Rvhq5D*O(UhB+C_V#PQLPT6&x2I#*E3d?BM$bjx%=xUZ%=){auh}AO`t7FvP
zrHb`^4ky8>ZCP>Vq!U(h-`Pxdr*!kQ%`QP^G8^sgZ^J%QCN3(MFfMy&z-09a?IsUf
z&^H00cg;=XTKdWw7Mk%akyPGs0P{2(KM%V*`(sCeYzyH0IYsSs8Z!6=vXjd56k0r7
z4WFD^$=PX{*wg3@ME2jhHJStmB{JtgnS>kOPN`;NVi~_F$j{@v*w`j=ZSAf;@yL(j
zN<>3l9dm^gfgN={W|!i}vA69e+He=!y&vtf?^PxwEnwL>N|{00TvF|GvVru3vB3E3
z^!z#N89)gG>U^f9yn%4?u55Q*KrMq2u-p_tIckWN8Sdhw6XX63zN<$4G=*PKvBC2e
zy-;`(A+tms=o+2Wz~kWV^x2D!P@^}D!T4A?=DdYc!_%$y5dqYGZ-(zgDE!I8GWoKa
zVg+k=|2M;ya-0_VUpCHP(nu$<VsdO>&qIGk;q|{^g&pq%fN!+{<=&fpS1Q>*7n|1P
zj~pbCEy9qo`MKj+Nr4#F`UA#!*6uTI?dEkX06HkPg7mb3ilE%DL?!PFwr>qS8AF4J
z;4^?zxz2)CnqL<Ee5O_{D??dznW5vT<!jd7j8Qf-sIRu0Cj7v+T*>McWcQMW%hb?%
zru&)0`LsD%tXNA!wGqhFC|^3_VCon7bt7J~cFs12V@Fx(4J>PgEma-FY4%qDfdOUK
zrmK-+%iXCovNE#dC4Cv@i5UenIyOG!b{emVQyrh_7oFoiYt#~fNKt8K_XW2ooB^GE
z@2ee-kAxFU^g|sBv@1Cm+77-=nW(};cl-8qj)qEl$8J?a=!@b#?J_fnqva;G6gjT#
z#k+N+sf|*%6WF{SB*ei}iFEd3R7-Ev>YE!!$XjP-bFa+_X_X&R;w$nwpr6&sT|PYk
z+p&`@3YmuSM-WfzfTPoN>}J}r$OwnDCH!s%etR77S#hjrH@4m1m&;_#ot8L7c<xDT
zJkfS>(NT1Zma&0GWS{3{_#~d*<|4O?kcKH<GivJu2lbFOj3;use1udwm|Z>|MO`Dm
zY3ew!HPU{z3i>%~*rW=wuy!n7f23`q5W~E*SaL=!Z_)io)EPW+Fv_JV-0E;D&6JJh
zJlh$P0%ibLiqIO1=;@{xt)%Gz7Cz`%d4?x(DD4N7PRw95uG>9Lfiteg?4&IA#-B8o
z_0I7?D(ca5C$TWitiHy#T&BxO+?<71ggX{}ceNWYo+;<*GMIMIf+kqQK0oaGSxtB^
z<RPPhRjfR5+e+2Xv<)VXF-ZA@Rr%>miuf&;z9D_VoCaZP3cjGbk=y#WwLaHA;E3d~
znOFJN<nH<*MDwyZNVyo`r3><t)tfzmJzMaqb%uN9^wozIaV%=CPu_lc74zP+7ht6>
zX$-#M?53)SQAzWH#i_1gbbl=_opQgjcej(PVz++L<8~A6gtjA!o?LW5Zlk_d*YIc~
z4Ks&q>_l7fH=lo`C;Ca;3rVUlmSi+c74{pH6^IWj<^0JPVf3mX@RuGYI^xwRGflkM
zVhr^+UtFv;_Vh3O@}x4oYM5CzPO(y5ni)Quw_N<tNdQ<x2`?6!eS;3C_0<gU3v^OW
zdy;~Jox`p*Dp_JENIe4}ii50%kR$W<RAgQ41p8Fa;=9Fj_pH^V{uwqYC!2n^e%{f7
ze0kp*M48s*+&(fPXr9#HIRshf8801|=sZJ=hCfFy&N@g+&zY@qi5@PyY4b4)`3X0u
z6^)%(3D;?R3ak43Ao?wvaPGX)Xti$-x3|6}y|P=kfpIrVYjUWJE)pVlX9mE1>`J;4
zHhT7xp{`|DX{6^4o*;SgbRIfu<q0p@w%MCo8Ulomlfv-j%);2@-B?WP#U_8P^I0rq
z)XMNykOuB9u5<E1fK97qz5S2$3v~5T!*x};1<ptwQ(x0CYc{`J!Psn_pDF10A$SC;
zwvUNUR<$tW$rZF_`=x^8UnB(^f-8!@-tb~_Y<m-~H_Uy(Nhy$D4*Xkr7-P`2kC<ew
zPMr5Do54zzeH37qG<vLcn*ES%rpidQ=o!<Jo%V<BU4vR>w}o_$wBCwgJ;)wH%V7f1
zM*{C->L>N|L&f^(8*{JsrkHE^^sZ?H<!J7jRH#o2Di;Y_Z;!1yP(He+)c{qA&Gv25
zua7YjayHtDWXj-l1yT7yO?I3L_3)SGw98e0PI|gqzlOZh=MG>-djjp3D%C$Y{&*l#
z(3#iP>sxLFQ&G%KiH7v0Ud9+W=^3&Z3u#KHosX+J^|ktD*dG{HW)S^!8q#AZsTm7l
zHq|X&XPROevI9IRRbQ{Ha<riAtFr9(Z<HiAVVSB)EBs6WdWX?-k3OY{3YyNCj;8oc
zb(s5t(j3lK`z?(S07<Ng3YIjNNZne9=Xq6_er1&Ov7=Gt)YN3@p%>zT$g^Emvwq!?
z2@*fEz%agmCD5;mt+^Ise|4J6h6%fL=&ns3$2x2W?$VpJt<lYoi-MLX=Y?l$m+R>=
z&P~rSi{;U*iPpw3X}ni~_L+bZ5W@6sGZ_8cv9*NE^g_Fdm#&~%1>nH{+Kgk^IBcXT
zg=H~N{pbK3I5j8MMuQ3h=!jYX9xl`{-iM-Mk;F<KJ&A%JWb}Uf@3+K1k3+KLEnGZy
zdh>F38xTQx(ule~E)i*>;s8nUgTH9z2!<&0o73L;vG6JrwE{ofRK9p*KhjF|#rKuG
zCZcbo<6u2}#$!(Vn&%|`y3P-&wvb8!?j~8ScmcosY5*6MA`0&Sd1vxLuB9?9mSAf}
z;MQFV0#%B_5mE-*vvbQ>l(j#pf|B}TCj($#d3-Boum=6{g_yQTqZGM@W8Vjp;x@rr
zUMnM63cFN?tAK$9@MuP?!|BgVWrcyB#LW#%9%%I{)@vPK=N40UC#!Ow5~Y3<PRshu
z9^pWEv9g<t;um1qWo-qsArht|MwXKJOKmXy=|F4Q;kRYYB#PA&z)7^}i`=PeSV|KM
zG{AMedWxYb`q_;EJ!a$Yeox7$hYjrN(iYA2rP^o3A6XAHNaABC^U}fj%>)K@)e5|^
z_n3cfSx_(Nb*JpyHhO`Bpc+=KhK%}@Zh<9Qc*Vr0Vr+sfZ|V6bOP!^i(5+ivtO3aS
zYhM09C^KK`c2qb+Z$@5LGce-_Ir3qYHxPbMlTvoGe=e4?lCs&=q{Y?itAHotk*NMv
z5DA2Ctb3LR1OY$S^lrmV++DJ0U0lYp#!j^7CDR4o)ZzBJc;4;Z*LC2S%F(rN&1Kb)
z-m^jeOgOSK(p^BZ#TboIkF>GMCnnfq)^dYd?RupWk>pK~PtvBM-<uZ6d&$RI)pZ){
zE~Iw1y!99nSMZ`-*S41-reafI?S*FkWisBnGn&o(=Gy$m-yydqninkw(rGm+J1*fb
zrEyGM*w#6sq-Q?p-uNx(?&pNoW6GHEgWp$}B9NR7WzqjveCT^x*#8i&{6FFP|Lvq#
zX<)HN4Q*FqtBmI6+-_hh|A2M>um2LjdJxpwib;U{6T}*{e1O^R;opE>eIF0{r_=u&
zZT+9Y|A_8hr0kZ}ru0FhE8dUl=X)toW-`!fPL2rZalgc&(Mv9ULc}VsqlvGctc8W+
zM8iS)S}mB<kOq5~$j9ibg6}&=`Hn3HS9%<o%(paeEv#&<zJwP^(r=IFc^S!jWndwZ
zve<M9mQNo_ZzEBDN3zxjqR1?F1O?YpmVaerq}*Q*HKe8fly_<g%(Q>X)6bu^p8P3^
zkBJMTBmb1puP?R#^pT>wd#~(IA6i<P*K#C(Iz4$HAyNLP&;LH^e-ZdE!ubD}EbLXW
z2nTI86Q2dYnlcIG)iw1OZ7AMQ`&LATE~=a}qi``B33X@`gNAMprNOxVP04A5_sU8r
z9KOEs#I}o>(hMH&m}X)s><A3`zW6YjI_EnjH|Q{6vAvflxNG-p6?59f^B<5uwBAG7
zA@1Sjb&Dvf>?qnS+F5y^wDhZ6tm#Xdu9X>Qjvwe#n=D+?6^9Ny+k5WInO2jZM~Pge
zwr;b;Zz=mTNF;t7CN8c^L-Z@gF3#`=WbyS&>uG(2KTEn8djzuu6>qC=P6`W$Jlntd
zckSs281)fU{BY_45mWp|HhDg_lyySpvj--O6HPcD)6T{!83H<pC#gjp=HB9*IO8+k
zOiJ&Gwh+I)GjwilU9#ABHf1s}q0XOl_<=?{0=vb_bHh~eV&VZY+@P=7A2w;H>{D-d
z*e$eT>7^y0+f6zaa9)hiQNQ?r-Cz>Ts~i6<#}ENj?loK-L-<dstn3^*^!h@*vu~{I
zj3|TH#`uvYtlwLGg>)lK2U0d${{5mx2gHTHY+Czqx-z4h2F8c@WEf(pV~#>|t<!KL
z>0YrtSUnPToD0%P_y&2nsU8W;keGk-@lGYL-F%|D8~{mPC}QyTcHHGK0^F(8${nFG
zq#yBcuY}HpO1s;I!OHI$vg->)TlJOQO5D5RdBN;o4Yv`QW5>Ni^1oOjnDtUzacdo5
z*cyuOXgOuX{a>7)?~rfSi{3rdYz4!+VIZvYy;;fc0;&E)wAbQQe}L|>dMCkb(j1H(
zN$2)aX_(lqP41&O#cnjwtCHemOU&kBu;iShjm4>KpGcb3+i#Vmi)`-~lh5utoBkk=
z<rOhC>WC(oyVRDZO101?W_KU;e`I?{aqwBtn4aWJ_@=%HuiIhwj-nYy=Msl?JZH$J
z_iZ%W5ZFvwo=n(FOf|e$ayz-xxK`gHNv`Ijjj3p*CbwPuRIO74^(sK-M!3Fu(+9cB
zm@(5dgvU>p<RKY(@NcQyi2qtn^vTD!cfvope#PY>i+vs;u`K1iM+W>6@_+$bxZE{I
zfnRm6$i4~JoU5nGyQQw7B1M#u)sn5Rd$Ay3ECu^`Po~+$X}9|Boi{&Kx(b+1GsuN|
zEY9c;C;gZoeF{7`KlTgHnX*b0U%-yoafQ!$&ZmUR*)I0y99Z1-aw)j=!M{|seB%4F
zw?1&eNgNi@67fALAvEwKu<AeDhu3M={>2!r;;~+KN{ZPe=mWM=yNZ(;?fNG=CBtk-
z|9(}I`UgfTSrOmiuM33DPOH!#Nh3RI!Rc+rEqIP%R39y<g1j*)Nk7ARbKG_AyH~(@
zTTxVtL^8CQpx3PBJ7+oQz-1}!oL5*?<WWt+55{B|37SxAs{Ga7hN8E-Ts`UJ5y(r8
zthw`=jY_GT>lf3(v`Jr@aMK^K`~lL9Og%w?E^+FP&ynA!pj7!Y>XWD6d!`_QwV&+z
zLJHH%Kj;V_+1RYi92AlXOC!BipNKyB9xQT)QAA*hcy$kCRzQtDf-i2dtyN#GAg@2&
zsbuT?b~WE7x9p?)*)c1thtA@jzgOd5^DZ5iscAh;8daHlg^cN?(+8F=uC$+w{SQqA
zqdIzVlvn;Uw*gy|K}ug@p>LN(&u?d!hWN0I{E<Y@t!cZQx2qi<Zfh!Ccx$bSOnz~9
z;Fj^fPuAekD*iKa#5R<L`!(kH+rdGxTNLuq!~3;^wxt$l4RZjQ=g;KfwYjU_xBP}R
zP3<cVN#DGipCAtWjMy2^sEFi|UGF=jMqA|5A5E-!G?p%Hc0Tv!kVlDTD*jOr*0>5@
zl2nygJ?8!y?{2{~z<4#itVdF0*zy?o&JUuWE~7E387X3-dUjIe=ug^JZ1vdv3MJRI
zX!-ej(D?ygmf=A{sF2PQYs37P?a(yQrmLKIzsX6u1(J{>H5?N1Y#vi!N6Q1_eclC6
zj^r-`0{sdzbB>md@1Ej_{1+f<@?Vme1&GBU;_0eD39`=wj?VElQS1uV?D=gDbap0K
zOuFZb6FyTRg+{C0mwSHaZ&FX|az=_1zeUtU{=jfs7!Sp6V@Ym!K84%lUQw%Wl@0lY
zULdz}Fa4^}2hrBZr@DwYQ--yX+m}T=NFPB4ng{(+q7@wO@3R6p<V$ABfo(0W%d>h4
zsHo>p5jFTVlm8;4*jMbVe{un6X-xwjYG6guf!3s-b(6V*l~-j9vF!*q6OskP44sJd
z>Lyf`&QC<d8{(Ib`{+hXWS$C8eHReR{!+`wslxs%Ogi}uOd*|*=2O;ZX=3*Dfzt~^
zV0~NErVo0k;l)n%m8C-7R%3uU_8BYeM5lO-&3xpS^v@hGmIiA;RX6!oi$<krSmEwR
zA{mB-%yEm}X*rEzl{O#RJE?RU?^u~${+sdz)f4>sc%z70j#%uYPvp2zpG0{v+q$1o
z%_nvK8qMBg9cUZfENJ{fCz|ldDm_u&j!f^$N4)ZbuyAmF`WNzBrN9|Kg}$t2Z>y*G
z#OHd?i(EqpH6*D(E{U2`RVT5VOzFp-K@EYTySW^lzNfpEH{Zgu0hb-8j%l269lZ>1
zRDLZs`7JfO0Npq&Vjlw&B8}sji2kKrB(}an56{e8wx+?J{sEYlHrFO2@&7U1Hr#mU
zp^^P9f12iDG|+cwpu>49h;z6DcDZ}FfaD27O6M+4o*ci6UUXIa#+n^BfTzE!yj~X8
zn|{swttcyOs4n4KMZ$Q`NyU8F>jFYJ&V&|xvFAs-m{6ON)WVwC4i2y*o-1_m68qtS
z{y;@;IQM3lpg>zV%$*2CZK|yKb+`KvR7u}wZgDKSO&8D2t)@7O1h2|wzVE6L6sQzh
znvM8S6LuV?I`YPio&IDs>iO4$J1bA7ys{$@mQTfNK<Bqt+Qc^^zizH%*YLW~&b*n-
zJ0JXiTn%$QqXV+r1>P=p%LjN?_?16%zg2K^xty!l|6As)o$MgQ<alH2&2JTn*r-1T
zdLUyW2uDXpqLvmuqv5tN_~5mj;GV^WEz8LJ`?K98TxXi(CGedFxK2m>3nyas{th>j
zJY8V|mR8v!Uo3|cN7AoWfhP#V?&DmFj;y4C`3RY#^<=R}0{t^;^9t9RcyjQMpY}UR
z2h+C|d&tBouya4GE%29`ToYH~KC61!IqD+!m{TZcoVW_V)rS`k-jG=wpSRG8`CXN#
z;C#D)H9KcJYcLpYBbI;CeR4f*vc}~#s(hyEAi(8!|AZQ9&SyINSbLSutR~TiTFS`#
z$-8l6Ka<`z%^8rM4tbd-_c!Gy4lypwijPKnej^-ug5FLOLBQ<L20X>>&IUp-Q+&Te
zpYLv(Q>3cNY{2oT5uBl|%jO65YS#)xbOTmDynj{4Ml<-;WsmE-%kegrdBPr;><B$d
zT<KSrl9eVBot3$%yJYRH9lcTz^jyU9;+m6JskVUI){2BsI6CIL2MG0A^T#T~#TtZ+
zk)^iz;76m>Lo{N0cRYm+ICMIt#Bzni+K^>fbNjv1GKOzVD}cX3@?2~DOKd5adZ*c)
zirIoK28I|uc=`wsMH@*jU4|ylsIP>ozV7m*9q$TK;I3r2*<q>>pGA!x-G8S1Ep=B@
z(e_cJxDTJo=2fX7uwjDQZ?(0kCFUDu1b%i~fmT$+csywoC_Qu+V%3)HFX(ylWpn0k
z<)hY&tPDjhMhwalhoV}q$;zHr=*dc2#YC7TQR0ZrJ5#3$yGPENwEt+AplEo$-2Tkq
zvwBDT!IjQ7dv<@hc(G>9%Z#1RR^zA#%Q&fG8vSe3&EK;Q$ii;DLHaHAaX7NV&x5i<
zPP?s>0?xsCvdsEdmb^L1clvu41;giU(h`2Y>=W2-Kby6-_xg4eVE;W}%yN{vk4~&S
zJ`yQOT4}*RLFCkeV-^zDfjj!$<tq_v@uaB?Tw1*H77sq8q-Rbf*RRmMXi;qGuSf}i
zOpc8IDtJZvaIVn9T4ed<mDUO++juHKvtcP@>AAFHQb=UiiyI_L81Jdy!k*Y^{b@VT
zHWdY=B7a*KT&NP$h4g!Z=N$kH9myR&t;gN9;CPb;EpY)rTUz2i$7ZjI3FlrM95P%C
z-rqoXsBZM#qs#b;`hWxAm>M1b^~wiu?|K3F^Bdx)<C?n%&&c7UX`7;?3tm!bf3Gni
z`s}USdht%%A5ZToi&2Lz!VHC#ck%R)-5xnX%us)b*9)`@7CAQeYyI>{rmcc9Yi?-M
zypPzu<W7lWZ|ej<%_%`!ut8t^qL<nQWV^&hvx#red?45Q5P?Uuy{fe0jgb`o@zj+y
zX06=GWMe94@(Gj1fD~cxvC&B^(}SJbtZPT9w^M>MHuQ|}Y|6Pz*x(s|a&I6HrC~1C
z?Duu7Wp{Obb;*Lc5Ne`H*D_17lrNqaW;^6N6b)m)SPO2HNps>u@Z)PZeGS-wL`}}I
zn3EGq=Z$)uF{d+zJWzDx;-*sQoRu}af>CX%a@}ZmBPPTbAK|~M5YVtm$Q~D+8*YjE
zY%?ck3=Lg77;?F;oCrX4e%PqU4Z$HL->CetDc3bT|4~>3*cLp{@zk-Xx;zW)Z(!@d
zZ&oiPH#8{La(Xw2AIhPtfmHF%71jVI0s{Ps8_;igGfm3c1M6_$6k%*M$@6wzN;YV$
z)ojn7eqQ|hcZRIT9&-XOcQ?&k&nI;8=O>euEBZ}kZTj$)4h&upUcV0obZm3W^YK(&
zuHS!D=lMp2IdyFhSU7j}4Hm(r5`N+ML;5-6gHc#X((#n{>bch&5w6sZ>)Kul{)@6~
zoA_ko{vL`Bw-VrF7tTdDhuMB0m=*n=O<gr5;c`3d1!D-$?UH`Q!qkKB#g{W$s``Di
zvW_7;ij6%gJep7|Lags+_V@hLW}~hRZ&Q7K4f(VL-7wyqevv^nDe5mRGj7~sbD0k|
zQweNzB9On%a0i)o5VIrqCtVhCR!@3bcSTBu8m=!xmQ<Igb2%Ire#?7yoQy<;yE+cU
zlo5uuq7N<z-KqvYi%$MX&lGZPYO=<?iuXA*wp#Bht@R?TO*E{DvLe*`iyAnnNv;Uw
zuD&LBJH&b6by;o0w!F=_`9^SF`ZC5di(A}Pi=m&dlAfQBVk{eP`gDx@Q}=hPy4A(z
zXipc}gg2lBfOwATjy5}Aiq@|Ki$1MG3u>{S>DL!<C#qbPjfKfdGv?`c>*d;xs1AjV
zHb8|@hNPoErGrlDs@PfJdb`17MfsYXme5HWcx_uhN~*awF8JC`6G{3~JXYLTdHp?i
zulVb=ZN?fh%%<7Z;MS8jb@it#j>M_2ZJnHixgGZ6o#TwMf8L-Gc5W8_5j9V$j|A|Y
zgFL^Yv^ZQ3ok%6-EGZbi8+OA0fD7k7%O5oWR^N{BrN#_`v%n#)dx!k{U6jt<M+1Mc
z5>ZM8PD`yON{pil372xedrYW(4*6@3h!S6XRBEgYzW-s>EyO9Gl4$>%iP0d;c)5qg
za=nJ$a&cJZtQIYEX0|gPvAkkGDbhrOW)o!9uTP@a=ewEHt=%}Q98$QRBiA$Wd+gp9
zkSf}Q`A-3crxj=5=iFfwWd)NKG~llZZPauY&SmeD$Hq2~-ldX$sI^;v@xt|u`?f+3
zdk@`CyMj*Z@W<fCX9S*cb4WlntS{nBSW!>ksORTV)iooiObkEkwCb$UlZPw`cs-8k
zB=>5^mL8-?ZilGl&GHw$<?Y73X_~BQ9uH%(V-Fh=8MwLrS*OKnb9QHHt5L|#^_uKt
z_-W2<5ZB22pbS2Cn|90zVALFz>zeNJw>6mrL(XjzSa(IWASTL^-z5e|0TltX$*)!E
zL46sp*?o}3!mN-`*MOz`k-{@2>UPFK-U|QPc%j(L_SsEqbAFiwy{f2zUH^)EembTE
zmEdd&TSpopC#o=2HnT2UanIef<8hXS)h$iDbbGOP16?l+RB{ZnCE}AqE**^zU7y}u
z^BuZ~yU++(iK%k<XEY{%b=`;M1?F61c#Y~&y@6aVnn!W8qJ^*Z!)oEDi^d{HgN&ch
zE>26xY{#tQ-13zMyO{1h62!a0PV9*C(rFa`qu0u0DUIU4kg?J&*hYv-WnxkiO_XU1
zf4qKO$Wj9;hi%5R6w1dAf2E=j{g7#9LlDiy09od5MMn}&mY6l0k^EM*8%18r-OG2W
zGC%e`40yPYXtX7J-+m7L%aIQ+s3BA5vyXwubD5={Qn)iNA-CCIc(~t(xl8bB6Ee~i
z^9SCY+Tz-I>#ax<=D<Hogydnii6B{d-gaNVt6SM|;a*hyT9R!{7ljr5QJ#mn_~O6;
z@>)Qq%7F?%({Xp`yrDs36PhT<Ley=`y`k<kdQ$6pK|T!|BE0L`sxPak#T;+dZ4t{u
z6sX9>?f!Imf41`R_bI7%tPe^<G-uE7MhYD1Hm!bbalE3iH@qTI`S#><@b*aWhLp9)
z^LS4!p5odmY2LUWoP!^)_i>D|)DB-NBkotLM$=<|Xw_Ei-%_%+7O0ZSsQ%JVcj85K
zAT!nYN#IUU#`(9X=fXhF`(}kWvRdTIv1~ZH!dvae+Vbt3+;K;#c|6bC`59L)Y9er4
zyzhlbcoX4@*K+!1JqU;$=kxmIV~a_?7)gJ{)?qV1<6aj5+pj$NCN0?WgMar>Zwv^0
zkJw3$0<MXebq{;p6@M%y6njsV?d7!>%f=IHR-$B}NDa==3f1;-<Xtyv#V#@C7m9mY
zNfrbbB2-r}32rUl{p-cAN1C|6_#$(1JBF)bAGZ^Y>bi!N2ceZNrS5y^g7`R)%=>t#
zSzMjjP>+?fGnbCVW3iKw4V>D6k-$AE>z^5t8v^d=K>x|J3tdWdVT8~o7VSZn{J{cW
z{=kSHku}!|75Bj`Oe~}g9%j+R5izcZH<HMJzbIqB^nj5DbbTT)D&uCt-kT^ULjCUW
zEgMu!7+9-O9nWJ?-<6E|h;xqEc#C^jO=vnC>SUywYshGIJiRK|f#e>!I!(8H^LFS6
zVq+R;SLL*CuXxP%EMIn3PAR7QnCy#uKYg`7t3nIov*e|a&15lV?jBdJQ=47dFUfVI
zhkiuGO!1tnUMwStBhv@{3^Tv-Tyq(v!u)qEvUuj@jwQDRDn_K@1wconZdv#R-RQK1
z&Fjzcnr>p}&Sm+&>Df0)0ZHM$AK-2q^#`p$7UlHtgn3|iO*MYhh^0p4Z<}%ycVU*$
ztT9pjy>cCebN8AvO`DhM6x$%5aOwcNfmr>D@TkP;{-l_T`@s~+N@(!*&-j(DzXWCk
z>tF<0GKP3LZ&?liwWYh&iZ*xlg6$(}9UT6`75XdZO2@Az%F}&n<TULd7ou2jSmyCL
zhwrock)FTU;TAKwj$*>>E2saDueXefD`>ifLkRBf5Zr^ih2XBi-QC@TJHeev(BKf<
z-QAtR-3Nz(OOoe#-|t)Nt~)>G*Ewf(cb(d`yK48T0K5q$A*y5CT<>7w(9C`VQ<xl-
zAk-;o`YCSlyI(z6(1>8MI}ux%4&Fn=cj`B=?<;U=&{&ww-nijhNABT_2Nj83x9haL
zoy~`hyt(Znup%B*TuS!RZjC&z#Qg<eXVq1$Erz{5Ej-)ow4IR~e?Sz0!~U!v9DucQ
zSmLs^d@XRr>H6yOJMjX|STc<x&gB?YeVt=5?S#2HuQ+19cwx(X|6|u%;BABFKIsCb
zhv0Etp9rzlXXeuQ5A;Y-pNjBd`z<f?GOw8&x{lbnOcSP1xV|!Xi(Y)DEaf8Z+_t5L
z{lLe|a+9@V7JlH!hzrYwzfse^jV=;?^>!i;R-B5p#9UI4HycU@!e<s)L!U&BbiDfJ
zRu%o$)?f}L4wb;#c$ABXdkcdF@7+nh*`kI@_4g3_mFg9nMQT~9%Ug(X!^&fpYYxth
zOFn*&R%iyiHWGZ3YE2fNmKW|>Z#%<RFQ_ov@>+DUFB7Jc(VS+_RmZ{}IjI7*{zt}Z
ztF3ybE`DZR=P-7XA8lKsew#uy8XH$HopAS4CveZ!DR|$`=|fM=pIv!_S%y)+ZAQX|
zqMTQ!k`h98Rg7NS1QAj*+Wr*Op2G3VLL}^(nID4T5F)GG=MCwSM_fQO%^no&m-^TW
z6e`!-aJ;f1eVSe`McE~TWmi<1iJsCE?N4HmZNOozEDU_y5>>7^G4{5Hq*TCGY4%0Q
z*`{J}#KUBWIp*^a*z9V`{cg_5x8#pWW-mo%Y$urFT<^^K^vF)fAog71$Wj<%xtey)
zuWKeI&W)8e_%spc;U~S2k=^iVT|s=;UnOO}#?G78w?0@-`>qOjJb=lQB6TMuKb6a1
z<W<}Eme*g{=aG6?f?*KUliggVJ3@J2(c?-<l8Dj(i5i_3&_0i;meHE2$O$|N_`UC!
z?58rhxSuBbZO1b)=tu*We5*mAM=q#t_^br^Yfu=U4;%Sy8nN0jcenJ(hBNiLTJ3YV
zqqajE<tz@_M{dh=1hx@G(Jq~sOtcU`Q_E_cNSO#IiFT=uq;I&Kli9V^1b41--5Y$}
z3Xp?sq@&Tf#VBz*AMjocr!_;z<AGwx$(GD-H+@Uz51LALY`sHlaM~V3b|bOs-GJ71
zbH8Tp4n4I_Zp>V*^_J6+@E<2;@<9(YG?skYl%)b-DdNiRL&rfoV=58m*D=D9Bchs_
z_p2x*-s08TzH-gC0h0-FyAK5D%fiOLnKfny&ouQa?(?ElGlJoXyJn!3+{KX|g$+V8
zskZO0=ycBSnTec4Y>;oy>@m6~I@v9$WC}Im&YM*3FPs;=K4{&Y>;-j7_*}@^Rer`5
zG-}`@SUD_!>c&f)x}i9|pzm%OCO~ssM`5awj~sZ8qRNQXxM=Ch!Sbf^Y7cZCH%Hy5
z`6!J0$kGG7KA_$a`?d13)eHI_(54@CFYk5$Vd5yRi@?Tn)Ax+1xt(<45*DWE)r$N9
z4B5B_<Jk5)YgnCdREHa502VSO392mXU~>Zk=WLJ2Mnfxt#~1?Pj9??;0O#nw|KcqD
zWItsE?qca9-DIk8u-YbhV)`9;XT9_x6c1PMJ!}+}<C!!eNwWp-<d>0l*2wzV@Aqx~
zhW(8DEql9SR>zvqeDY2upCEneAFmgp69Evx+k;*iC)(r9TjZe^s=s9T<!=vt-uO&f
zXDob4EIu9|UsRf5eA=0Uk&*}&ldZn+FxXsIdw@WL-4>tnQ#c{u%e*bs`*S|c>r;5x
zcMCVGi!xtd1a^`<J6R)=PH<%hGKwEx+%HfFJlabwueQrP&-D21QxtW!O{Y(=_&uWH
zGwtyWit?~_R@pM)<ItXF5wB)s?@?5hs>#A08!|kb>ce~W#^9>_`vg{<G5h7ENY6Q$
zyz6<3HJ*u{3xSFti=A}NBKf>t(_TT2sOMVAi?aeN891JnOt_OW(h1hacEJum#0{;)
z{@T8q4@Sy^9_)}a)orS6TBFxQWBeV?2%ZZCRUXN3=Rd9B7v_y+84MgVpj1wZBV7Se
zF~qWtv?inD-7eid>u;@vM^}T2w$%9noV`UOP12Gwx}pMZtY;GgM%UZRdR>o!UPqY?
zRiLJ%mxV-}H~RJvsQev10Ph&dj1Gkz)uthVcm_Pj%8<drLgjX{j08;|k@v}#apJPh
zBG+;1_R?W=o^4Z<8MSwEVJH0fWHHam!lNeQT6>GduoDw61`bv{>*0;mT6SHSAu#%d
z3*HboNFcoB-b{@!QNQi-V!ZS)-d8!%=^+yf4#rR9N`|w37G<Ae-@J4QLz}z_Y3!&n
z{$+a@R_RDD2hd96^{Ya$e&1cz%O}eKRDsiT;O8vl(_u!#;>bdtkT8f9Vk<o|`TjA~
z88SSP82_#gO~6zTl;HKL@Ci<isUp`cH43jfb_T+HA+eTeGDuat4};{Z%=Sp#halrL
zv=v>uBq)Tr+S(6NgzhE%ep>7HJr26OQ-&Auq=dYDUcp%4(OJk&(b<L2ZN9CpxSMMn
ziq~&iRx1qo1sa!)Yai@0hGw;!NkUzIw^`q=c*2D;Fj<*kh7u9;6B!6{(9f-inzoU6
ziyI9-BKyRySQc0AZhVc%kBg&T##XrUMdoDC5jkylAv6|HJ-0HKwIaKvK)B6!Nyr}2
zy!Rr4Q86<@!6OT4?*BsgnnROI9>m^u{>{;RFQ>j8_$AB|aY`ThWp?0XBvBYTJf}q{
z?yN#Hv8Yf9a6Nh9M84TD@sX1bzQ+xv-N88yW)cbx8VR?%^VN>gwH!O4Xi<vLlKQe;
zwZH6>K~E-(WDBLA1>2Lt!}P~xFH*!e`U75KopSs+FvKK=W*gdHufV*vwr!}<^|9-_
zHCmRV)WA?XqES{t6zylQjC^ZPzw&o8h>uQIyiy2R-1<&i9YUq*xbv-Mq{q4tMrI2a
z{m!(aZmCnPZoGF44!55?C0L?3y+7Kq*te>^Wif?c+CuW>=*=eH)v@;Hf5(9wdr74!
zzBF#)0z4N(*7Yd#1&XP9$eNS^hf)Y-?vBNFDkZmbsH4*B7$SgW(kHGX&D6{(zx9*j
z=h{3sPQRQr=A}KVmtF{FC{SzwwWO1|5|XwSex<wbMW{o$?>ij#V7--N;?=op`S?Sp
z<65=5Td9xXR@(!)^ys<4648AqZ~ZyNX+uV`Ol&1djq8crylFJGQH)s!0YvVF(IQ`M
zyhaput~pMgHHnMVQ?hN%hZ{Xr`SpdBv;;*o9qSE^;com89>%lFqz)=n4T+=9TEh~4
z&#Cgqe`z<BT>DdsxN0imP;SvI!$u@VX`gbl5wJt6Uo|QKg~N38MY;xjW-@AocqU#A
z)4p`iQb6jC2xp#jy#9EG;#-SiX4^CPL76&urq+{a?%d<TcU5{MR*vCyQw#sGd4z5B
zi<KK|A<)if?omsJvAnk4)57zuvjy;xB~4Z|Sh)AzB%x!k@G8Vghvf01p{dySXI9}R
z9EAcq1hkDxLUp}bO+_wT+(g_t7@D)KF=)J6MT!tE+TlAlGCn=0;$219Jh|PGG`;1~
zn{x4uOEzp23Hs=fluN9#xBt%AWvWNbP7%3ULV-f)Vr3z&@#d22W!)^CLEtp%;KLgs
zvDR!T{)Syi0z|`^n_%22PSqYyr^Mo)mE0!DbD-c3C&pXb2E_Dw5OhJd@LU{D9?hwY
z?7hFrDL!^4QtEC_LA?Oqe$1}EEb1^ZjHSN0y{G_f*!7)*HoQ!U<`|VI6snEiRn$dy
zyOc#VKVoaG@HYZiMQ>KX*))*GXYv#!1sO<{O%^u~76OW6q0?4c@_y;Ch-n?zP-oC3
zK)WvIMX|Lg(^<boDf9h@QF;Vjz1~Le@Q#v*;c4DgTS1?&x4d6tL?|aDmGQwJpC)I%
z*PU%`EPiUf-dsBGo)ILh@#Gf$U|Gs!tRe=<XzS-g(roF}5V%D6=(cxu3;sHQQu93v
zUB(+s#d%_J=;g1#BeZtb<E8Mvp84bQm!z&9J9F}!dNr-}V$&XLJ7^sf3f7z*$82`H
zby<-p6hK2rKMt2-du8?}RXDCcO2i&E-9qY&%VHSt_~+s7R|XwT8G6(%3HJ8dZ*O0y
z(em}v0@`=a;rE(w0`$Y-gRGB3nEz)-WQdJkw0N*u9f7p6rn>-YaV_(9qRm`Cyt_05
zlscjZZ1&*2q{m@5gw4kV1>qO%kX`Y4TDIUAuLhZ{PJ*>epby>CFFJ0}zpfLn<TxmO
z-6nG|g@=++@d~yRH!>5FAJ&{fxqGX7qe{)^_7#b!zEjbGXi8+dfX|YkU#wk=VyOtg
zDiWEkXkG%)kTF5Om1rG_ix#}4YNF)Be!Ua-hL^&I_2BoAcUf@v!XqJk*^mwQBKy4I
z@lL!Cl?O3Hpo3u9>$k}1z;ET-tg7#IG_Rwt=K+?|5T0)2>kakQccS6O>)#c|U^@1L
zh)JzBJOVnCxiB!`zKIZLh$K(R1PGC!yc3rdNcpif%#Gbq6~ZW_Et^o7_oi)o<AH3-
zEqLPE)xlh7&wFWlY)pu1e8$l+wd)2%7q=8M_o@l*wm+`YcRkF?&BntaIL}(37tiJU
zn%hIaj_~h1dq6~x-bHj?E~4+X{!TxV8!3Lklzq!J@F)1rms<<mR*e}9P19KEtq3pG
zB;N-?hh{QHN4&K+ukEeSRDq^XS77K=RFYbXv%b(b?7kZNu*WDn;74Z?D{Z=t0X?i=
zVe)|Di;5QFIxU-G((8Vg7;)eFa6iJSq^m6IDT-O`zE~}G?H+VDx$-`nuuNn48NSnk
z%<CE#{VJ8kwbk=Lzg2?AA-d!zxtUX(tL!(W!{-r<&7=<Hk&*(_4>4wC+cRnDW&+2!
z!dm#57y7B6pIx(h*!@_mu?QBy^?>`8Fs-IDau>J2>erRmyaB$d)<?9wt+)OQRPUe2
zWzs-LW+nbt<ijgSX%c*CkG+J-67II9jg;BxD!w*eraVIM$kfA}=`7U?)AJJzUwRH?
zu`zLJ{0pLU>4c)I3_838+0KtM*36phsdxZMN}z5ht4e0$CpEf5xa<?;$0z>;@VhU`
zI4rB;w;0a9{E9Q`6jEjknT@m4h5`@Q7M#N$LwN^MEJ5k+PHb=AYA)K_{s>(IH2?`p
zXAyiKPQ4!?Pp4mDdXs4CGCAk(Obi(QvH$qym@qS^&YE8+cPlH+HVctM{l_AWAJJJ8
zo2{Aob58hC2=vxPr{tM+&8ZEuVj%gTOOhh)C2%GmoOtR=ag?!fV;>5Kc0P^v`e6mc
z;34d@wC09hnIByMPORL`^zO=E8caY;HQluSzKmi_4{*qF{k$w;o_8p2ee-@+SS95+
zgFpI*gnjBiJ#)kD<v%cBag&++R}0W+#Fji>_k2+BR#IT#J{y1g3eXGL(Zme*lI@O3
zp}dvROd%P+JClKFJ)?{Mu-G>65q;eFt!@vPGG0^0z&n&;C~>?}j!A7@TAR||5YP$h
z#KjoM|E_}5)_T{D6H1BZz5?8+7K70}5kgLhNF3MocTLOgjfhXOIV<rOpBT#PcRn^F
zeCxK=)}wT;H(yCp=yFV~le6wW&5lePU=j{KFnonzLX9xjW(jHW!V(2tz9R%(v>1QK
zEh!6t*<UtNvv>Txugml;=cXR<W*&`P3S}1!WChm;Yzo>t)XWEFi%y&H#os2a`!c+R
zMkl<7u<`Nn*S6W@?<2EAAA@i1(VrcOMgYHh`TZH$jBj>5Bm)_fm^8;E?ih{zz5s`u
zF0zqEfi?zbY)x$<$Y>AG)7-SFNvYG(1nF&SgZWQ2Rr)jA<=bPbwiN>;4S~St+#mE=
z{A$w62TQZmf)g;6yEpAftxtwZ1q-eM48wwNB}qOi#d|ww?d9RYgJktb+Ofu*C3`ue
z7;nCZ1;_E8Lix4Nz*e$va0=}b;&T#7H;r|#Ct-3>dfDT3n)3bFuc1T=8snCS>rh-y
z16qUbew`V?Y$%x-*Q+o#fVDhI>RV;*Gvr9fht^F!kuBy<?Y<K}XBq)B((Ngq>215c
zW2y}cETOa};t8<!{ed~2t_(Edp0J$Ap+p94`?eZ9@a&Ev&=H+}eMz_rsq;*1HBINe
zv-?$7330>i_D^;YvY9=S0U$?Vz0Glz@FA|#J85q$&qyQg_I4`th4^e2s4ab2b6o5(
z5^~4wU`mlV4Nvpv2od4?Z1|^cz7r+Sro2mLS#%geW>qO~DxN?zGsKypS6;B2;W2Hm
z%*|{f%uKzL;Nwj~Y88eOxBt<#lGCu+H{y$GJQHF}qEiG>`BniD1UH(&M9PhCrRJj>
z2i6!ALo7se;n`Bgi}32OUAGJ6=YY=(L>oBCm(m!8h7d0&=hhHeDwPtfN&9a-C|ax2
zl;a|zr?YL+*SB9c_rN};xE`T8OQhG^%;e&EXce+QPwun_o1K2a9M|UsZ<XsY#I<*g
z?|YSDcz1`-z#_V;*>b7q5Yy9vG|(=lTkTQCj{sGE+hm2{<sR!8Ye|0K;~y2XkGy4!
zYLg^cmAQ!#=-gnf1H0;?xb8&o&_G_8v%aH?$S*Z}Q!U}#`MT-M?CIMWgMU5x#4o(j
zrim-A%8c+Vrnl)@dg}Q`2n@)XB>9P&oA2|y3YH9ZyBMK-t!!>~V_uIIfPOzV*6QxF
z@tZUu(?0T~IR?DZX9tH$FrY#1aXSYfu*q?ls+vG4tX?#JTy*~ovCcP(*wg+^;I>T2
z4Ep`^#KVX0A}0gYT<IUH0Buj>PeU;tD4rKN%uXPWC(U%XA9su|L0Aq-mo_YvnYy}$
zRV)c<!HDqERvw#52;W4$s-6g*AN`%I9j#<?R6pwBM`t@yN+H?;m$!~z0xXacNoJb5
z7HElkpzi)UhRkHi+Gh0~1hMUW9o{k3)@DEeZNxRLFB6_|MuL1KoKB_MCNBhH6e+na
zdcX14vQMDv<@pX{0`Kt*MEtwY&@AjKmx=IRf;EwO^7zPzpD<6fy4gSfm`E=a5H-8l
zn3a6rBCRo7Y6qcX4NoiZA>|1qiFbu4MXujbNRMi_xbCyJyZuQza^C%BL@{WP^d|5B
zC%mfTKoaBGDO>X16HYP|kN&)I5AYsy<IpvJQ(b~rvINFM0HLNKsvhG-NDw*%2%5D&
zykBSDKQ95nsB~lEZ}PbKk?(e=fA_uK+a<Y2r|$}j5A$_qCOFj#zY9_(L^5Kjp3rv-
z;u-B#{P?j)9Ek($NfLSBx8T~eUl%{@r^}dFUgP#;p?AuX1#)M4$F>a0#C5rhirw@p
zXX!!TXj|m3$?sGNa7Ps;)^LS3o^b38+|(6Blx=aa6Au1l_kWL}H$g_*AO0GUSYkW&
z;RLExG0j7d9<g_KCsDON{ISp7;rJG_-*0ZhoA1a{(6E~w@jbxfP>b8(B6L1ZthLI5
zX+|xH*|uAcb$Y7`5j4}f5;22ia5DYOb{bjDHva)j8=D2(%V}gcVJ;?**iZYgvr<aq
z#}NjHp+{yJjdosnTr311Pt|$8KS7QA%oSwli22MNRniJ?24wkWYbn*6*7;;jjb-n}
zvep*Z8X<Ck`bQzb1UvRu&i}x-?N#^wO;#**NP8_ng4HQG3`r}x_4BA8v;r?yy<h2i
znV>A~1?i=#;JYVOlt#yd<a{V2=Bm@}3zc$?cMxL;p3g2=8NNd(u6t}uRIoW@-x(T*
z4<7@&W-o$*4D9`@q<COPuv2#anAPJ2$G*z!mV#Tc>ye{?TR@-G)Dn*ms3C0R|ILx6
z0kdkij$?;Xd<&>8HmBXOO|KH^QGO`~k50|vmPRt6XzqesOcK+JWoN!Wft~2s11M(F
zR**_hysMDS-7x1{YG*%_{cbh<<4p%grMq3wUKrUX(egBcD=}qVSxx4R-k*1)I(M>(
zlEN@Q`x42)BPIJgXo0PkN_1VnfBaQP<fYf&<hAseR<nk9f2#6(b!~Ju6Ao(LA^zVW
z_W0i*_GkJ2{T}#dqW>QUDQ*xLJo3LGjlicRr^>CDy^oyd+Tgn>tc=}_!>$_grM33(
zY%&4+PWOclfHc}l!GYK-?e;`aLK+e?ML4yKOrfBo88@x^$~=n~hAU#G+{eL?((&CJ
zO}nDaC4RHEjU#^yeT-dt99DNVVrP8|GVXBYwF2iM@4{F=z{*=IZuQf~DnO!)IVzau
z&lZ)8%wI(d`UTz6w>+GLW0^)LC4%yVAD(+@cpi|l87XPH_nwbx`4UPNlArm@3tg(A
zzeIE_H3t+!50k50`$xet;~5zk7P-ux1V^(`C7fTYBNxl~8hmn0_CL-rV0b|L1}vE@
zI!AO7|Af?tfq}D3B@@dQ){w`>huk*0EWtPE>W9DGcy1e(<ei4!1oSxJl}JD=?1b}r
z<F=#sDc(GK+K^Y<ASf1Kf@JQPQ!zdHzj3o#yh$hDm$R!S*SIPm*q%a<s=*vCE%nB+
zf0p4v0PuwG%CnWnz+A-XcP{f2+^@~H>qxEf5kIF@@%|H6xat3|q^4&Q?B~Xc9h4~t
zHS+5TqZ5X~H$P=a$m1Ii1`_EA|LL0CsIF$%E5*fmlgTT8JXERq2Gaxau736aLfrC`
zjoH&C^c&wSDDIQEphLKAVM})elw0p<cZ!IJ@zgzOT|k8yzo|UNhN&D?!<&rGQ&p;_
zgSPpwwT|7lUyM;_-m0Tb>7pbwMSoN%3Y|XAWNgHl-+V>y{N5xXSaa-z2ZHNziBkSF
ziT5-j3yjUq3zIpVi5Bi0NM{v~{R#k)GYaR07hw`Pj?Ch<-F}eN_f4g0igkd@ULzam
z-sfp}=~^1{EUwEYhT7AGVE2iEL6Zm48rNYu?6_`h_QYZPVRo_w8K<RVf;0RD#VeCW
zUvuQ_E^L|Pl%4-cfKGvG1D5#5WmWp9dCGSW3yvB;{P8TDy$u6Y-&hj&IV#Q$&w%<L
za3l97Mv!x}`1=>#W$jNtB<v@*7>=8X1(8|#hx>Odn@r?Sa$<0gbP!$Iu4md!ocVGd
zrH321rmhBJD+GrIshnFMT*{$OW{9;oaV}I(CEnS1@Mr#BOn-jr7A1q7ZZ1u5+PBkc
zCBhZgaLgb7$Tu`SSMkyx7v*Iea&TM&t^@SdR7O?9MIXI;gwGWEQw!qUIQpQKL$>0{
zsFIq(yj@sxbeaAp<#}(Zd1&4rUE^A-sIDe|>WAWI{I;KpCcW33KnkoqE6#tuS!-+~
zLX3;1ynL}?9Y{aC%V>K0?2j-sE+|Il-Y-8pG#Qw;SHhma^Lg#<?jXFCwWb~UYn3~Y
zm0QPo9(i}5u@*Ahd3~1PUE2{JT8OPOFB`D~sx7yQ0)QM(#2NDJ!UX=60|Oz5kpACs
zj!({p3W5(iDsLjz)D%GBew4>c2g5VS-8?~HSB=b1Ut-DMFMKz4CH(oiVRnvd>M<_S
zllk0Gc|dPsu17H6YmUy(vN0;meAnqUShAIGxR{?%DwjONK_AjO#db4sG0f9v9<eZ%
z&C%m&q8JQ{S;ey6uJ<l<)J}`i1yEg?456RZ1q)BIIiw4e`jlrEtF(`Yxx$3|`3Q`V
zM3H-GpiZ1=`SJ0`+Q&r&$M!s5jbT?rcHp$&UCdXTE%{Hfuw<t5r2AOAym@}=Ha_vd
zj(za<C;trBF>F?ld1AH?{pRaenI;gqoouZ!F^%2pjQ!GjRc1Z?$umd<<?3{$L->i0
zV|Ml>&`g9d9YtY(1tafa`|Q;~TbuokI~R`c@Mp6J&q{Z@nB7YrzsCY@H*)*%gj;rR
zJZjIJhiB1kYAd(}nV}d3bWv-68MEE7C#3hvR3R5_yptN(sQ<`f?Fas<Op-a~e%_Jj
z58pbL!uY8ogCB21=*xuz<wV&F6hLm=be!CB)oqNV*!wiqBWz95=!)y%2<x=bzddW;
zk6@?)WR{TaMNkNwyL!zcaW<ajV!6|?+YG#O@72u4C2V}{X?`?5kAKr;G)xo;1$x}h
zPA?MfJQg?Yynq_Qn>Yij=G&h4`3$++Pe1aS07ObbuT{Cr6KQyHY<ytt=#xdcF(&>G
z67qX14PwamwAR2o6+fM`o|lU|&*vA>GC))D`s(M6`4(JIGU|RH>cR+?Z^L<_e%a4o
zSGc!_Y!7FU?&uivqsKxk;{)}g?GIS`;ew~Sua&V)sg~rgl55{86I%B0_NZSlHq`_C
z7o0JZ>kS@m8O#KehHdpNw{dp09dws`bA--}pYI2VaTdfH>!Ht%Yvf1u!I~d{x34`{
zbVA0&K3V5xJ_sYPC#FwKLKGgpBny4146-?11cor~mr|>V{C9bHy0-B3icLOHuCD|V
zw`J)jRMCab{*<Qne%&z*{um(UizX{eo4C#Ol~*`&KYV=+`6Yj`%hU8Yw(arEhcNes
z%cvCO(S`!nCG=Q-APDpIM8t^I>}qY4b`^iGaIa7I!%0MM+GDd>H_!F7XKWB;%tJ#4
z+!GLCHO@tsyu-y`dPf)K>H<9E1CmDR@Tf~^cK6XJ+_`di%=U3k%Y5~@Axir$Ir_CT
ztnOL+(*NQz4JMuESh#T2X6K^*b>O%oifSA!rn)5uMzATRH>_hMns4CZrc~kT#b7}C
zZ;+24$s*?5wavfHc0m8_BvmVBOl(Qc!<4!sNs@!o(!lb+Is;}@enpw`3HiM;)f4iu
zwDL<6p^X4=3(q8kXf&y_At|VRyVHo%u%0TxhHF#k<j_k|It@ZZL!I5~AZHTe_h^ml
zIj)}=cc`#WyzBo}je;Y{`!IMsz&sthU05L~>1%?_Hq+1iTr+8k;YJRpdAKMcfngg%
z4U#ALP@XTCuzZuj7+-r&!yD`MCY}pUPtQ^xRC##2DuYFANm33!=x2FIN=Fvm+v$f|
zp3yWDO0WFn`{KmvEdIbEq|VQ((}eIi;}lESF_xn2x3rfU3iXrIzT;YM?30|V$pgQ)
zs$-+yk{*d!v?*-guKy$MaRJ=X&_|#YU_4#gxpnwgKRww59lkpBn`HU>zY~pCpynD1
zHO)^C7hGZf40tPSH0D9gWH;?lEr!1pnEdoVS#pKleVyca_P?HToTE9Z#vYBwKEZ1m
z9h2*~LJSqe32N3Gw*tOSthWt_Y3{|4ygH;Aa`VE!wGN2IA54JJ=?-wiSw&YSH|0R^
z;dGVpEu&<o$63K%<kX;F7#$_4e+s|(kZJBL&=6OJr6s*ZszzzcjwfO0w8K5>a1Unr
z70|iybN2Mfug&A;N>Jy{)%V=`ER<=%buFpNT7o5GvH14Z;`B!DIXweJJ>gDTXxpgs
zP)3&w?@&EpvQQu7@!|wMLyTA$SBL_k#FmDZ_tWF}lQe$Dge~Z~aait5JG=j}#BFWE
zyjoacy(8nP@0Wo~>SNz``NzJ3&%Dk}ZF5fzRU^2gd2A$<Hb0={UQww=bH1eU#4!RI
zKwibaeRq7}4B^;t`E(=zFI~|&FEoa!ui{G5>q56bV|^og0Z@|?D`6X9Ma)`7MH|lG
zT_Y`jD!UDygM;)}-(Iu}!b=*J+`z-_N^+CY4`&OD7l<;o4G*7)NVg?0w#p>@hoKi~
zUOaFpUyMDiq$wb@kbFa<&H86)7CVvyN5Fbg7d<Mcj&mhSI>$B2u%yALUtmdJf`(@O
zL}&}{G3K0(3hB~%fgB1QjMc9aOJut`Udjrtrg-Q4Y;9ka=EaH3*fuJKZI`6SbKPkK
zzlys;Dyk!a%Qg6Zh4!%8AB221O*$G=^>2%8QmAPD-82<hCxN#It<X(OEc5c)-Q%*r
z;7cg5N1&$%mH=zAF13@pAvR9A;GH>T4r5_H9hP*}^s}3t!t6Swjb^fN7mI)yf<cYa
z8ZIJ|`uL?Htrm8`d;0l3o$t+Ifm?AY)mHj&1<9NiwT3k`u-5OGRlF*o<6gd9TPn#F
zI7j6N|NPKa@K$6p`(4_{qJ|KhR`RVrPrNcD&tt|6Gd1X*Yt@2ZD`%z&xzdnL@r_kO
zx-t%1$kVt90{}6UM<91kuzL}%Ab*;7Xeb&sUW^t5p`#B|^R&KJU1ed?^f~6i<FOXu
z4=S6-_ucRChk5Po)n^Z<2(S*eT+6pg5RgB&$;Gu_4Qmw*XWmlN5BSpmsL{~hg%*n9
zge(xB6maqdZ=naR2aE|N1f<N|w*|pXE-iWuzq7^Z<yM!b^@Sx^+;ToD`|L<No}zMq
zq!w%cC@{lS$30;twrLK{&baJEiM;?OygpcFdo3JLk}BQCg1@-1xD-M#f8w+b!ulob
z-yhApLHt-tqt0?q{C-g4wH(Qd!`^yn<NQXG_OIcCQQfhn^7Zy>MR#@cq~!6}=#;{u
z-p3JlHV|n3rUBT&DI`AHytBee+G&>z4VvQ1PVo$~iTM$m))gr6UW*Ci$Mxsa_mLYC
zQo5LOLtSL;yti1|>smb-T`Hb0=?7{ZE<ntB^!e8M;M^a0{Mp!{^5p?R=d7S|H}Rah
z(hOgEwn0I6A-28okE1{gD|in9+Lk$`;qjxjcbuu-xUVgEt3WfPFCmZp7?81BYboaD
zm+l^Q6@A;GjWj2xjqAY%am<Bamb9q>WM!RaEHP^~jT+8qJf^qDO|>=Vyj%sza;YsR
zYMl1=!cQhotuAyK0*@HxZ2^>A&zh<Z0ueK%(vClSSj&)3?K_gVZPdvF5~_lQSPD*m
z$t!TUTu_(G3x#FZUGf4R7+0Lwwmfw4c_aIi!NC3h@tiXX*18ULl1GE8xc;X6u9xok
zK>HOTvF-D??q5Z+#lm@Q*LmXQYTJkJ_l)}v1i~=bhF=gk7OR$cN%r=BjS}Sb1A##q
z_7g#cVh{KnM|L?h_|mi*E%AY@NDy~1X5ARh9<J*em@xIq4oBjZYsfw7J~!DyhA868
z7+e8k({qLapL=NAdDVhG8I=iG!WtCYUFPC(_&%S`SjlK-nc3RJe>#{86HGF?AI}qO
z<@hyswCC+cPT2cYa=U8qOw_+k<uJcd2?dt&jf$zCC;!5yDmQe-VZ*N|0@#ogSIFo>
zuvEZMQ|X+a7$F2k9Un5;`5w&lgubYb5F6y}Y!h;xb$B_39B=I@kdz~VS$s>!3I?Qq
zDIFioobKrqa!B}&2$!uiPfg^05g{p$nYN$c6RgL`XmPpS{h+mHZ+#-8a^Ui!4%h&W
zJGW4B`9E50ByEx%Vf#vNmx`aR3E$p83x+L#M(ua0`l_9+Tzu!!6jExn^m^T{=;b*c
z^NtVtlz{(>V`mHrl5^s$k40+mg7*Qf39Q4>l$fn|pLhW3+f!%9b6ucy+*}UIGR>Tx
z_C(XP7_ZxMzib@+6=~Xy;u{HF&+pkQk&^(rpB5`ECi{Q^D@bkUt)Uqa2s42`Y8jRV
z?oXh88dy&U_GV{oPinq6^t|-nDq=P|k7SmmGF449#V=m;OG{%5pJr5QJ3iEW2@;P1
z%dIGkQ?}fP(i<)0QR9bv^VJ5?2o@CWfMQzHTjGwy33P`A8Z8d;LJ}0XlpSQ_+8YD1
zb_pJat+tgRx`d*7UsqzvhSwy98VZtp-U?ZK*XrVWmU*~*%0ula>xSE@Uc>G51r$P=
z(LhG>%F>`q-kp!@>U9Ic&-P#V?b4!RpZw7RJl#2$9w?LWuQ9>onR2go@mVidL}r2y
z$WIm06<)c_IMs)3Cwm&HKZO*7+m|6@`g<<_xX%`P=K%~P%}RA-7T9ZeSeo|bUUywr
zS2V_5J#e`$Et;4u>u7DMHB;Znej$hOr8zG;AdM!lBXuey_Aw<$qrtTYAVxIR0sG_R
z?LEQHtX?Xi1^XbiMDh`Bdtgm?ORzPovskOy<R7fCj)of5R}2~gBrx;Nt@r(IV9Ed3
zP_6RkuTkg})<{kpQ((bOzOIYt0QB2Aq`ftwzND07B`*`4^VVndC4Dvb$&_P%WVhXP
zU~wkqz&I^zERo#jL-F;YwXpV4*`;d!-@uUpUL(ROcUOmu9`gbL&yJf7Bq8pQKhZB3
zb?dDw*OL;)!w!Om`hL~T7>=gt<!82gzrwbA8q)QE>TDI&E{gWFXo)i_r<Ya)=b*QS
z@^_$v>pjZ{5#rs$Ar2FJ?JtkeD9>TyY;MoslgHno8RDH#vv;wk*G1>Q_a^WT%-e@%
z?s#ZG;x~X!5GZM<Y;E|Msl2;z8r9+4!z{X?@|Ei`ooDgI9m!g6MNBjMz3VG#zhI)I
z3(AktP$Z}vF6--fcZwOa)P(Go(1jT*#XA)8qs{87mS8Kk4F?K9=+sP3A%i#4lK*%Z
zF+^~mtbvX(@jiX#f)L?7jkDSEpx)CbJU(Fo?u5ZjUTNu1$(vG(DhM84r!Y37;|3~}
zzn)+)ZhA3u?ZtD(gj*}E6yC5lE!+_^jzG)cZuqMaz)W6_bE%YVu%UP=Cfw-0GYFIY
zykSnWx_BAS5#fM1UBsye#>R^&NDjE9XyFnpmm#v%c8gY<4Mcze7X%eBu~!eZenz%-
zV)MA<BRFdBiFiK8@o=fijUu-sQh7bW!>$U=@^2lATH^4yhW~g{4aLuUROn;1vj4-L
zC(@Pv4Y6CNnFKXBQ{}LqK%YK#)?}xaxPC$F%me9tj&BM5T4~dLQYOyD9=U@<jXG_2
z_Z5T37kRGqx96RE%P%EM*mkDi4Px~d#h-W_VK`Yr24nT6&oAd3G+qa=-VXQ?LN_0l
zWeR!k3Ei#;Rk^+P+&2~8n%%_4-p5gT<^*QVSr6Xp;(0t`pt1x(UB=t0|FrGus`=d|
zJ5<!NIQL2{j-u{vt84p@P6aoL@MxCL7i#OmIeN35zd?-q^=61VI$UF-pN!p)zKkHw
zNT7H8f<nw*UFv|I*Iaa?8l&;D;&6X0PzAL$U;+Jkso`17DT(cVCXw{&5$}>@Kh_r+
z{=ZMRG!ZRv7~FG2iBO1buStL@;!J4QQCQr83qIs$AzA6pP$-2<Bczg=JyyNFJZ^m{
zh?Srg!`RT3lk!7uL41k!qkG4^U7Xn&4Uj_r`fT1z4hZ_|25*0Mba?S}FCt%6t}gL8
z{aWL;oKp*Ls1mrTKBN0CjN}#>tclm3(Dyr_&H4sKWU$A;_1I5m<o);VVAKW{sr>(r
z^RI6~>Uuzh{`0bbS3NgMk$wFS@BGU_2*0Pw!Tp)q^Dm7-xr3ou*A%zg;&2Zz>cdbo
zNg3z-434LDTY7eptwy%)6qF|m<9e!veh~pp9h`_EPgMO^WsP}QJ?SqJzoa5T!u#{`
zMD0zVk6>^XLAn_2;8v+eSA|?(zK%e@5leKzuL%z@j8kXo^_gyf&CMG|qf!U)g^9#o
zearCUeMB?14zMw0Jgs{?jeRHPpYb;44Th`!8C*CC78YC+mWFkihV^(NhrC!XeOSh;
z?qv{_QgJy2`AD$fXOY{|pv8x<by-jusj((cnC*go*^MZVR8!r-*5mJo7-5^7nV`;@
z-DfvftYmc}TVqh@`6P_x(sO7m1rUFIQE%n}3g3E3XR+6S1R)cJQ>SjF+}_>k)rreH
zWmWE_)K?1Mz|?Zy^UA8SL+<ZlZp|l(mi$@V-ne*c5K4*K>pW9bA2n-Y-p$wm(U6JB
zghmSBTWh`_VicfnRzKEcvD5Fv3v2pnWhJKNvpH2<%!$MVu>c;Yn;^mU?P&^84J=|-
zUwwU$ft)L0=~vdHed7BTzMt2Q<X(X!7~o81)pzVp&xy{XvV2n4&eR_FO#6#Ajn_G|
zv3Fl{DtdN~rB)p%*WsyKIrK&&&&S(ljje15!l{nl+1I_d$1g606snUc`dNdm{=Mi-
zTq}$3u?-7%nRo+HS`6gBmMq%uVr*ecG%&nOdmNo!yKo~)?JqYv0!&a+46B<dMfht5
zZ87xXe{*MDyN46?Y5RsGar!FQY|Qs~F%WTX{n~Juo3eD=u`xL$QU<#way1h*1xcto
zI(xV>)pi9{gcRmseXo}Q(2FHj3>h~Y+FBC*wX9Q?ic{TIzSF8NzkUeq{eEgKNK@g4
zVjibVVnk|5OW{O?_iFuM03=|gS$j)H#S7f$`;~T!{$DLXZ`5RDlu23JprMNMmg{Ht
zX}@xD_qhgrN=FvGv=`45;3wAa$MZq8X>NP3`tyTlZP@S6?}TwyW73wT-Sm>BY`f+=
zHx=l3P6`b!zN$Qw@Aw#Wqn4S1wuE=68XY}OJ?HBa9kBk+x*>-``EStb#q!<u<ky)9
zm6L!FSaEyK48Js<<UF4bjV0AV`a#9($x9wtUvr9x>06cHFT@;nt-(l_oO0kfgIn#-
z*Af$;4{O{X^25%XF(lG*;+E1<5z@Lw;qpQTnDG0BY#_6!lm5xwd<xW-zPNywg(Zrt
z9=H_xvl`@UF>4}NNx7^h)=xm~$z7Agb!EMR7Xv>zsHp;JupO=`{3Q#8R}3T6-fF6W
z3k#^zB_G6>7|Ih=6WPdY?sj79Yp`~RAS?Tl5x!FyA<rYWjD}MvFjqRKRgy}BrD$32
zR1fbH#8Gx1l+sxGp7Jk1*uh-=ru~b3Q-LWg802Yyx^KC(R`nzi8<%&rrzA&3Vk1za
zyAHR}Xxm{bhfQ`z$>0idSSA==ZlZTwlv5}-WRIl3*j1}NOCx~omfNTMU|1JOkr&T(
zZp8sj0!4L&>@QP3del$v3MyeD;D{-x*p0Zggl|J@M%gWf<S#l~`gZA2vi6&@zh7q|
zcRVXAuQLw#*He3z4lBMClGHrbRa9(7NyE#jA;10{ZvXi+LRt(8YI`-phIsI3zLJlJ
z>3-{+d0ra5=r*t%M@m;iz95yL8s(nFI==_wpD`IfM*Kw?*r`ZPxA$nYBbrV5d@yIe
zSzn1Lzr=V&->kvi1)ce6xhS;v{VbTO&F%uC&2%}X9DSvTx$DNcxV<BDl!gppN?-Dw
zN2$cvm*hJT-(v&A-Z%zAiW_mROmOVD*H%XKtV~pktOf1&BnPm)2wUaE)m&V_Boq3N
z22GAQ|IXm{n|<FU5HZ)-Sy@YAiYKY57L+*_<Jq>N+Bns{*G)w=ekPIoTJQyb&>Psf
zM;;>@s<&;zqz(CKMd{daCPF5cCM}z9f;TjMO>Nm(hxN~T?f$HF`hW4hwlHS@^67?Q
zf_KtNODN!_2FZpGQsdgj!<F)Fs^KiYq$WoEM{>m`FDh|R%p^mU9F#b|0tSM^^+XaZ
z4NcLNl^Bl-vJBvSY!xDdw=-plbg@lzlf_+HGZy+>b=48Wzwzg>w0_ktE%2Xu05IBf
zkWN;0#K)EBlVc3ZtE#pU5Y%E4*2~+$yg!dCJH2uvyXiVLrLKc=JP68Ek*^GX<+}Qo
zQ`0S4I#cs1eyfa=0mUU87{bHfsTnoTb1y7>Z(IG`PwlGV*u64?We+uZhW_Cn5~(Gk
z{llbOBo1S$m@i-j1dRSV;@A>3f(LJ-k1BC#N?{aLCVe_C?=}z1^mqX~IDW!HZBWUd
z0uPI2CYu6xYx*cALMX$2<IXrWTIuVjjJuf~rhsJE40?juUVH^4vwo7!!-QWMFCVfh
zzi2>MVL6ho;#t{rn*{yLK7I1EUw5OWwhsD+)$etLS%HXrMP_VuS6aC8ByKg->JVGt
z&m%@;@U;;Ye+EhATSV=9E^INn%s3m9SM#s4P!@R0W;B8JRn*@y=@ymdV-~I9YFfBJ
ze#Vr>U`^un$$&Xs;oe_4vIH)SA%E={P7;|oXJy+wm;5iTH{gt<Xd*sYbH6S#gRjD8
z-{K8_sn*!fg&up$wZ9%5+=yjj)$#Xgi$0^(kuA!W2oL`DnLE+HfgkqLm@GoortE2C
zLG)E&x4a_!Z%iw15K7iZ%pAS#LXZOdYM-k^`?uWnq$*F<)n`ma8YO39>-MeouBK<)
z6Rlr|Qz`3GU)#(N*WQUz`1*RTG(P#<gZ*!wyN;>;MDP{uk#mIHIvHT`-$C`Bis*4t
z+6}(lb?P?-thu&pXDHrHZ;)QP@(lThvW{3%*ninfI9~*Xa!c-%cvlLm+DW;X{&8^S
zcvN~Kd+#IP(p{$Ypq{-EXo?r{X8isRWVE*<^F*-NDmyU^&6Im=z2w;+lFsz74R#mM
z6l@=Ls-SrKOhl!FhkhpUNWtV&S@Ib&6F8l?TVRGhSH@Vcyj%A1dcS=X!Ir}O6w2+$
zR%0zmwD+3AHz`u)JhhzP(Clz8YA3ti&{YK$e>pq<Qt$vXpggh`lRR`&kVZk(sdp(1
zt78E*Jm}V~tAOI@xB1h>sCEID55hlN{53;kvPq0;7(VUuWM^Q|crUn_iD%-DYN|A4
z6w4HI9wG+&cPhZtwj2hOb2`!dphZPjGN@zv1?W*6O+|Nu4SPBix$lLxu+~0S3zW^#
zl3R9mueQiS2UG74@lH=kBgm!2sv5&yZ8J^WP;RGI5I)@#MvQ#w9?U88XlJtAl*hE=
zSBU-jfEg6wIU+}RUSKx$>}T@246_>#dcFlq%Q8v}`n2W@-V2&c9DN&K683KSVTyiJ
z1aY=N?DRJh{QI+GOOSN!)#)1cmE(WbV4{L<+B`oW?;W!GLSM3|H2q;5K9}UYClYv%
zzNG%mp9uxse-EOc7kNR4w%=9~B`5CcV^t;k`QEP<sJoB0SzIFEHQ1OVd7C@&Sio;L
z4Xg&zHBZ6mpwIqT@hk%2x0c=3jZ70^EqNeyG_WGq7hM}dzL^i~N>xu}VZL+u0`oCH
z+ma3fTM`AA2$1y*YBr^tezLSl5>|X!7=bFtyXBqKL;qTM`tOzhOJ?}8Wl!CAWQhiB
zZ!kXz4GDd+x5*uc{)vMRf%DvErID^Jz79uVew^{6I)Zog=cP1@w0Y6U%qf$-v-95Y
zae0<v^A}y;fuZ4fQ|`_3clPe7^f26f+k2~`roI@8aqE-e=O5i&7^ioKh0hROi?<e+
zs3sR1nwo0Uegi{p-9*K6|Cg$VzpB2i<uACbwX_>qCL<rMb4QRPgf@~rBcH<NN1^Hc
zC)9)O4=^#k&k8-|#dZXCE>#tlVRO!t>+;WsL7-DACGv#!6s3PS_|H#csUlP*yqbRI
zg&Lcw7a}#Y*3M`x1WzMztB7nuspsZ3qb+86l$F`%Z^JzbVL}Cgvsrvpf{5K+#<a_U
z8r-Wt43vS$=w-3XD-k!AV0-DY|LoTPJiT#k5WhHemh%TwjgiHJ%G3vZ67(>>#D-gj
zB^X9rSv6#wEaN>ABpXghD@tB20zM&56_4fa&2FdZ`2|G@jCt`ebucjx8gB`o$jGQk
zS^0)XI+AZhdh{Enl~Ij%1kDiEss9DL{~#VIUi@;|nFSA=zfId1qejo((pvaSosebb
z@ZgI#ttQ7tsVlXelfu^QJ3;=};N<8VAd9^chThAWtXCC*D_~B^6G9Of*srq%%oeLL
zJS;rFKLs3Bd(prl&0V-<p|lg_>}>sLE01ZJ2n)}z<SP#?OQri?cRh2FS1X;nEM5Hn
ztN`kkglysMKT^!6H8s+6z~kFfULn5l?2HW#+^=bPQBxQFJ9-`Z^kt?$54$v00Z2Gq
zm@vppBw~5jz|Ym#4sothk5e_DkI{i(Oh%0#U~q6bm~wt->*8#f_05>A4rJWTUo2I#
zT4Cb9C!=QOAWaaAoF7PjA<uTVD!e)}A$m7Q=~?z*fdeBmeDJCtl@4N?n5Wi=^tjvQ
zKYQpQBx@_BU8;}FA`&~G@9Gf>o`O?JN3{_e@Nqy|Dh1JS&i^<->jWp7efI$DJrew7
z431I%*>b@;ZXey)=>JZ$EwXbJt4MU@qQ|k_0XB?CPGzD^KnoD0w#y84TDCSDQPS&q
zV#-~%JiAI9ejUK_K{iC=eP=_>b=9BQQiTNQ4(upv<c)w=B^k^!*#INng&ql%dVq|>
zy&UoA)fvpjea+m!9fXk#pO-$ZYw88_3dWfFYY$n^xcbyx>AEGaeQx<{3%hs{aJZ@j
zlQeqysixOmc}3tKENwU6ds8xH{m!zL82eR=Mqy%B?U0524&3}ODy=`1!}f!SHMGfJ
zv)g9Q$!Oq{nL-mD@u|dAYxYUnf{~87FIsVYT$TGh4Yx;teYDvuN`95mq0N`pk4(iR
zYzom^)aLco<`?L(l~SF*$rE={Q)`~A5spZW)3Td_o9?(e9;O>(X465MFU7=P75R<5
zG(UB0IIl$Kj4qt*OwyCyio9~>7#<UEP0lY_RQ~`bNjrIc^1jBNCB4jVtqW!WD46by
ztT3nalzoF)%=8WqxodzOoaz$=8!^55UWuT$20XTnlH7hsDHza1pYvS#wUGGK&7dr_
z7^F!g?1QNRYx!yM%T&q3sDAA?NOOi?=W-vx<slTaOm<v3DV1E`A9d)O07t@Hp-Yua
zq`MG|xXzvoPAtMa`rnDybJvqiRo$b^o)-;fKLt=lAN;ghXHSCg{X}BMr`9PrA*t7h
z&^c;O;P%slA_fn|jooT?v|R!5LmW~U1`Ug5llf?#=o9@rC<vwa1Hs_|gHTlVVA+f>
zJ8k%w0Y(nEcOL$s>+c4C{3X__hJM!(s#1u50k76z{qt32s>q(ayij4^eM9lH(XCH+
zlscMzUBXWOTJR3B`2e`eebbnq)tLoNKfh+%<ipT6Hl;TIR#)_^1TQx8Hez%0F1p$j
zGFE@A9t;HX3JU%hE9?rv@i6yNB`i~P4qr&pk=MRMN3ClTDmETNx+8yEqvr9!;r!wq
zuTLiXLmvW%8(4%KA+hVW3pH=eS$T@X?^i`^no({)r4R2=vpx*rkT~(OC&wG#<Y(!K
zJ=gh(oaNg}q{>qA2!)pg%0*w!B=X&%Ib~uLr#!1t6%nLAO*y)KNMB-p!Ws2q305L0
z&>>P7(PPC(q|Io|5IGiMwwK<E#~V6mzyJQ>lxDBJLR=tUu5H#()|=&IxPw6Y;V3^j
z00vTv&}6$*A?hMd!(hT%OPc1>Wp58(W@--O&oW`T&Y+nzG?LL>R00H=M%?Z^q3TK$
z)Qby3t(3R!bGSiNX%ZX(GO)&V>J?w>U)kENTEpNVD_Q#ghJyx(|DX_Q#Rb0D<Gg?T
zO&T&5oy#_{QLtFtI&5Q!qG8vs1>-Vx48d0sWMB5wAD<|RzeamFAZn?1(g!!y^c$>J
z$K>u6UpK>`hodOxIfb;5>|M#(z#|MCD>jwDW+aTSeityYpAPcmS^>Gr`djjnzRCDo
zw$q7AMdm{AF@4jb-lW%0gKFv=n?neiS0<=*Bd-0!hAY=LD^3AuHPaCt+9A?Jz1Oe!
zt~{j0_=1^nFHBKOBB~oDrlUP*4&rgu*}G5-5A>Rv$)AT?9cC-&Trl<%Cf&JKglgVt
zbyLTZ4wlyNs;RV|RqlAp8VnC&tK87vDJkY|zf|pMrH{~*vN=z&W$;uo8ec}`DeW+k
zn=9Pxs$2v7LQmUi-s>zkMYF`YJIlajvSRB-fgkIbSiljMqYwTthZwIkhU>cUWq+Bm
z?f)b};MK7Rwa3fS;t>frqYYV#Pui0#u4O)2gKcVGCHHW?fpH&7RqOE%mC<V$lL7d3
zOW{q~zUDFFv%WBIWx<hv7rOBrmM=|c<dBoPAcQoAERGB%Yj1tp1&;80bMzCH3;Wy=
z+fptg2KBrd%N3zXnUKq#hhA}H<3)uqma7n3jiaA!trdM1y=D62<N`hymzP}w<`n5-
z*rU6rVpWU;kNymsYg_NkMhRmI#R6wqU)ip^rh+}#?Ja5p$<n4UdM1BidfbwXH9qk_
z963liD^X&e+)=RRPJC70Z1HV<+N1K=u|yBjt}HFdyr!cEj+iYWD5W_AO~!^kscQcT
zZ(E$?|Jge`_Qm(f%F~hU)MXR$x`d0orjGxTNtdW0ZsYwHVtvKqcZEuC6q7IiCc$@&
zK41s17^zuX+Kc<ymt)sl+C&BC#@owl9+b}o0<amyqj!mt%K{&7>GE?M)Yb}h*d#zv
z%)BKX^Z`&ZIQpWlO|}(UwSGj@d@=r+!#j*x(+eb9lc{0cwH}Bi$l`Y;&$GY6MtAjr
zUlo-ccg<%Ki6|_YYLp%?GZ`LM0maVfaCRK%wb6lrtY652lysK!&!o6M8QE!?rtXn+
zs%1&UQzcZ@A7`pz$JcPffPU?JQkC>QmiCif-5ys%{P;{nC};A@DlP9u3Bm9uG&y?5
z|4Rf0H+Gx!uVyjVCXtw~06CpH-_JtoGww&E6*H{cL#tzHmBW7(n0^1_OTljg_Ked3
zy}s^mF--@I0W5K&rY%!31R|1r5j__J=#yvnZ0Qf;oq>M3bWu@cX`D(hM@q8)hrPE9
zinHt5L`et`9D=*MLvTxQCj@tQcXxMpcXxMpcXtccxZCOE$ur+uUrp7SshVHsO#h&}
zy4bzfz3+W5xz^h20v_X8(|5j`E<0#9dmeLQXXn@geE7w?I<R2_oxtQ=rq+0P)e#kZ
zS=87zeD!M3H8x$Q%*Dux#_c8M-`XEk-CkCr5GZBu)h6jejmjj<t2W%gL=$;ZWX`cO
z7^yY6nNZsZRm2+8_}aBE(`0b%KYEzjxiNaxdETwlEN5}zR08l!W00p3Rj*m(x$ShL
z8<jmJ^63_tPT+dJT_u0MQBOEkh-GucBrvaCDCF5?5+{zP(ZtwdNP8AeGh9685;N^G
z7}H%moL^(&0x2r^HT%Vm7uqx(q>@5=JhgOcGjS|!iAOP}#w(}5uiSH7dzZnrv{d>`
zcaws-rM0E1sQjPDPv|cO$tz}{FhC(gS^4tt;sTmb)J&ahqP@T5af9{v$+Hq(TMi*f
zvg`GzEwM!Z8Oi(M=GWkmKkAnaNy9KGD_8=LW9cPsqNr%-(3R$l5WubT*psoen@^_J
z{g$1=7_{*r8$PlB{Aeyk3TI3P_cLN`U(e0GB7-_a7Kyeos;(5*XqC4&3|4AzN9x^`
z-D{TeQC<=2#ZXtq4OT0<Ze^xg@pmVVQYPP}w^Z$$Q;eZKNtGGf8A!zsj)T_^pquob
zOY||<t8;@?88>4LFVFkhH#c|#WoPtRmZM;>92Tj7WNK8n$=%?sZy$wu2Cl9EYMA_(
zH+!aIXZ7C0-9Xfs9m#!)T*yheNz0fl<CuY3IXwc9$%L^m8<-J2S)<4uf~eBf6h5{*
zSyN-agcY*%uwfX73FUO?e<a~q^LW^~NjwQd0tV(Jw6SSIBYQz?c8o35dP+!S%rU8V
z>LX*D<WfnNbRS&^k8k62V*H%{p4hvPdq}YyH8Cc>=ww4mcaYH41xfs#$V=ksKHPD3
z=59pFJD%&i+Ijnr$zdWZonNslrTQmYeDj@0i{@Yif2BH9W(FuI9+0-mt{PAgx^~mr
z(Y1fGLxTuRFdyBzJ;&Xzr}(gG`44tsA*=2(_y=SM>Kfi4LO<h5M|#30&=dw}r!&`*
zh(9|b{o7wx{NI=X^k2~H?-$rne<7kjg7JOc_WFzC{&n(uKK%E*NsP!pi0|J45X8~{
z5fJzxz={0#EXrR6@LL|>kFx!XDE@QpepcW9?%DrW0WP`OI*yR1J<GdXN~s9@;P)C%
zt_z^Y+$!S6Q5staf#cs~n>LQ2{!A03+AXpXBggpO5YFwwM5+Gia*|qay9{9tPI~-*
zL=$*9C9Fd(2ZWa8tg(fS+C3QW9vQ?Di}coA=4=I966}zbsne_t8>cuW`iEaDrKHPW
z4hT;snxoMx_#U|x5Vsx<X1N@tBmuHKPMc#src|P$+=I)S8-jQI7K#mx;i0ui9hfN9
zx?jhj<a5mGqT*#nE;Zq_WcF^?6;F&^d6%760_K-d)T7X5cie;T>_3(vpOyto0R)~l
ztf)F29i=iYwXRiN7QpV>Z91vOURcJ%EDSs|;B7v3sTgf-(?FrVYV=O6mO}zB-9zs0
zeYnik%_e_EB&~dgJfiB*k`2PN-L{D-<n5uJM{{G7Uwu3pST9q{6HdjJo;rIopHcgM
z%!pKQk<s>wCH(?K4kqY`?E97DuAdPO=}q0Bo0@93;(7Y&$5I^#oaLNzd`@*NcY5UA
zHk*0W^8#*E8dFmRz$73j+1Av9SKpu_28}+OEdvs)jg7u}4hg6LlxyZ*MKG;=(JFo?
zqXeAu5>Ax?56fl9X6(WPHKcB`Ut#R4V;Y|cM?N@yBfO0`zNUr2$<vyKgpOZ&mese0
z9mG0jS5<@fP6-l`Ud6|Y2QK~vn5FBZacK3t{bwVxraEJV){YUEjp;Zvam!@4d(s}&
zvRsA2vu0&-V5zrfz)}q7c{D+|x2GUh+bY-Cv8=%3>HfFq!uK*WnYfVJ@O}}sZhKbL
z(~#hj0|Z)7xi+cU3RIYegRmfsuf8JaBJxTU<6}alt*AR~?3(ngQXOL7r0P%%8UK$z
z&u~Cnw{Fp^8R+_<`$%0od`yY@cy|AE5s0n=b+3Zpb>%I`Pa-s=xNESZ?ef%;_pvct
zNk^Lj*KK&On5jUQ7=VVLzWVj|dent-8luB06r>86=0?uR!RIX5CCAi=xY+7ypPuuS
zi{pK%ol2Kz^sSHI_GOTO2grXK`D}dOfGIEULMYiiBTr=cZn<|cc&J?0is_yX?cLj2
zt7XG#XHh5JJwGfv3ue%vGCqZ_2z6b`ZeUArbLgQLai2&3jKv7Y{Bu!@WSayUdZtc*
zileEZhi@TMjN)`(YCl+|4X-V<abCag)Q+&gmD_*7g;G7Pum7IVxGCqcCEf|%TUR(G
zNb*?vH2Zpt>SSV~(Cvr9e9ZMdqfJP;Tr(v)V+{nf$9{Mx(+|bLgZjf^9<Bbo9|#O$
zy*}voa9^qv98Sy0I5a}v6^KkDS*r1uieH=9TC<?#kzzGPH&}0{SfW>y(^qs$c9qIw
zM0xMKHgT*Re<uJ3d5U_h*7|1NnQhxjAZw&-Ub=b8oQ7aenxQtHE<SSJ-fk5WKYfRt
z6fQo^)m`m#>?dEU-sYl$o71jg&xQs}_)x4v+JTxWIF#`W&h&7UtgQ!O0Qk1G6;bo<
ziRUmR`uFw98t-{GJvN9XrxD7nkFyBWPp`lJXu8H0zc!s-<e28{3e5Y&OPCs4mJT$R
z^3>zBhU=`b<n@5Q+X_Q<UB@dA+gtTBv2}ZIN;lqmtEGi-5kVsVepEYtZu)q+Tw#AW
zD*w%|^f!k9^6cHFS%L27%_!}k3`=U_+H|}u(iYD7;8z>Gy;%AhFZ&ppAI))Y5UKTE
zhr6~taFr(Kw2O?o=!zhq3yLb&DkA{;x#2!E`qVT<`)29xn{5>97{_pnFEGE|G1ZvP
zqknSROV~6!UizQ5?@Lw8;ZhPOAIoc}KM12q87y>LDY!Xjgz!^+emCJ69*xKW#@kYs
z>Ec0}T*_o;qH+<m2FEvNzce0wW&`-!nBC}xrRjv>mF^0z`bJ%Z+FjGG$sA)g6eqo}
zRGz^~uSC+hGIORHA9{XtU#3AOp-GWC$2K<$p-!|2)$WX5pE?<!19KDIHM*d#G$29^
z=Dc1OZd~72WX9aN)BOm{u~z!3Ygyc$i&K!q63KtVpmua#;8!-`Wn~wHXYioI&+P%(
zh9k+1#S0x1yBJ8<8>QLzO&zChx*(Rq?6m;TFf*19_3_j$?}YY5uC;*h4{bR6ej8JB
z7DJL?hN2W+eufY+i3_13vB7a?38tNnu=dCbPBGCeQR%f@#Ut+#_TXeWg|Nh~Wmp!z
zZo}^K;&naK%&GKEPEl`x-epcz&IDc|LUz07I_p%R!{N3h=f2m93khaLg%g^+C1a(+
zp12zx5vLq@8xw7*>2!93=UdLGXXYT76hqwN3jVCgl`wkOOgvGZ5&8XRgF#Fvr*+PZ
z6jR|%nH1z}s)G7~-bOt?+@iUBp}pNJaj|Bs(>bO_LzgxbY&Ph~&h30(ft+phC&d|k
z8@r<+imr&e`y;)z;59o0tVN~U<z+Sz_lr@jRtP5sPTDKR#JgSjrgahLmuEt#=`zuG
zGx%3CbubKW!UKbMWd(1UheKT1#Kv#m913pqjN(yx^Ib3`^4c`{&mkSFZMAt1ZtJ5i
zJ03^g9Cmh^CVdIssVTrFB+|IO+WZ}(_f+{+5{5hM_zc}~u~K>2CgB{JsouDv>^m<D
z0Ab~?C3f|I*ELA9Dys)-t<vl*KcAsMx6kDz`BR_d=53lJM1SEY()Qs<pwRY>;dV_Z
zud5KBVv(z9iVa{m&KN#@`E^hf`4!0Y7Tui1`|i}AX;d3LM{{?mP<Vg!9+rn=O>*?;
zz1O}H7z~Rhs;ufCpZf4;$BX~1>ev}9m<a2a_ZOSLBxor<zZ9HM>v;v~G}_6nbIW}%
zSl12ZQ5x>VOX7DaLyZ>`ziBfLTk1?-7b0J&gVjC7p24d+ht6aU4>~wexw0LuCyu)M
z`Bep_h~FUgP0y0$<(%cTSPlg-Qktw!8muBKBE74q#N6y*?c;vy@>_GngY|c>go|L^
z&n+g9)1+ngS$3vxBdbb+1EHEo(R%O6_oAS3a@EaC$)dZhOmm}<Zd^$yhhY9Fr;Xj)
z?eXXzTdz+)lZY7_+HGSN+%{A-Plen%F@rfVzJ73YLy>v_cO+WqY>)O)aBwsDj<zpu
zMn`sGL&iXaw0rSyEx-t<tToEh-N%(5t0ftT!}(?w6WqHy1AT#QmyWhQu2E?GTqg`}
ziyAsJ)6D5jtaVu48d8cLL>KmCHI?me9YifiySmw1M!Wkb141pkCl2<{Yia3O69L_8
zK|gnUeI8$x=zG9QD3u-il0~geKCY)<07^-%*^sfz+Dl-Jb}lwd+Im{EZNbmCdHgbp
z@hkVmeK1XiAJ!KIh&?5NH5<vz9T8oZDjBdX0UY)M**Yt=z_OCLu9Z_+u9um{yt2-r
z%exXNrAURU*@OPFYTO6Pu2xOQ7{c`7*0dLM9L@Df*XY+cI{tPLI(Q+l7A^AH4+>Cl
zsu)+-xP5mvLPz^TYE94k`4|!B<$SzFoRe@eS#sn-VV49`KgMxwpKp(UW)6-_wA+7*
zxFV^jWFkivh&Y$ZYYrJN<T$^Un~%B=r?TEnIX9-W#Kl;7BOat(Tp#y!eO|DA@PjSw
z2;if0%z5Pw!u}!MT@7AVNP~U-lR<7azRA}!Dv~=P(R0>(Z)wm_ls!+c`!vJP#Xdih
zje%_mNz<@PQcx$3vtY+0g4Mx+?qq1yP~RwyF1kZ%3m~*c%v%6&lMPVG`~Y<EEL8vc
z?mL46vf(8gLH!@?F5U>^N5&d%1|OacH?2NYp@%CCG<u#cGYN&^N#!556f3f{MBuk!
z*BLOabhI1O8Je<SR^PyW2Qse~OBMRlxP-mz9V4|3&~JO|9ayf3hgfsE0wTy>OJs^@
z*t6}xOx0}}r<Oy(D%Zz99uH|a1@wZ*-zH(I|0*}OR)GiWu%AydNv%r3x;V==y1XJa
zbZh0*W@P<wIPWzt>|dEv%K;J&i%ywBuI3pMbW79l{Ges>NqsdNmKH$$V2ii2wrW;c
z-B?V*idJM|nU(Kr%CUDEl8J_00nkG>tnF&rpk8{zVOMsUF@xe0E)jJR`G9uJuw16s
z{>H3KbHcU8vr{_{U42}#tY)+;(%aZ))@WI?@HP9rM{F%0u@*RqQ+;}qns_?LZUOOA
zwuS)jr}zL$7E9*KRaW!1*ET$FbDOI81DCRO?xXb_5zlaF?Bc<`dE5H<iSW~9Gp*}j
z7fSDz5|_{5m{|1lKAMqt9yF#sS`~#?7wkDPll9c$uBBP8jXn0+ldKD}8vA~omZ7GU
z$Ttp^hh@!(vSjWVD?*f5>KBep6UX&)>;6;Up=vsc_pJnJM!MUl*g1Ex%J#yE=CM!Y
z1LYTeyC))cHoOBk7Tk~hQd^nqX;?JH@nl?Da>~rJVkXY@ox_njj#2T9H0el%K8DvX
z-u=;Ut1<spT8*z0g#FmBX`JHYn~O&-^jLP%xgx!&WWGF2=1kr{rsknU_mu*3)%>hy
zBmdlQe?Ob!dPM_A6W&3ot+H1*;B-KZ+GLWcQYxrFr(1St!zf?L>Qk9;r|FolGnU6d
z+*uVPv1<VyCQeW^8^FO}=k-NaoB2uT{w@|pqvC;s)oS5W;vt`>Vej5SNM$S1h6$Pk
z3QJj03X*tuTKklrV;1xVPX&1?CN>#gTKeU+4IzgGNHURUR+y;aqFG(l=JaDY3k=HE
z+43;C6i5nvJTu}$Rzl-$mr2P^Im)4kt)p(g2wEGm1#$kGV2&@^S9#pBtZ#(`WZfrX
zm{(!Jn-&${-m~yHgm2GG(sAV)Tmz1@*u`%tV}RZ@w9~U|G+VxRPvY1q&xx?s=E9(B
zsk)595<Rnx^SV60vTr-Dy1WaKbLnKvZiTjS2<saZTbs&c8)nxsn5H9}fyJklffYzi
zIy5)or)rN7w6n#wa@rebL&cZ2lqJvXer9u)35DjJlie^&GIv}$!?tuR`sAaFNcu%t
z$8~&^4S)GE8s90+Wmhl9D2Nss`8~O1bdH%0o|4?A#@0RW(3n2MI+)kKZv(Cd0dET7
zowj7|dx?r@GR6%u`+$H(U)Q6<>Avj{Qrh?K+=UTsA{bmN=#1Ywp#$v-84dXE_fRbp
zseMPy+)Ot{b{~XsOoM(;XZThF`m(ppU{tNuvBdShpfk|Kni&5mM14DcSSr_~8ipQz
zcl*jmI*_{&Cw9Pls|0c#t@cyaW_po-sL830bA$LgQ-~TB=rz?W&$dx#QBrz4*$k`w
z^uwsaRu(-jsSQg;-F(yH{C3;*X+X(FxkDcWKD;wdi1}w73A{V!DD0E416cup(6||m
zU1R!FgAh!={3$E2Y|rW=9-WTQv2rW00E#24B;k}sp1vp06@}g|5AChrpeBL^L=qip
zRM~YQyy*uC%oTA<bx1tk;!k7K9yzyYoU@APW1*YRB>tSEOV$<B8WY|&8%yTZmHp1K
zP0j4z?YRqDPTCBVVL7Fi7Fp&!b##Q|Ij6rzc&HZ@YV~5oEGX(!dC&BsSSnVreB{aK
zgR7~w@LlE++%U+sI&`jyY{2<qs(Yvb?HlN_eZK2+o}Y<t$!A)+?3UxpEMHkDg>!Lh
z&-Wf2oS!+jvTOKX^*$feezdUYlo)vl{Q!SN;73u$Q!V;b2F|4HiWLlZZ*nN80-I!#
zvif5)Xgf93j7K9fp7fjOo)wAk)#xylsm}@r%XxV_SBs5R64{0@ZIpdq07?;;ZFIgV
zozAa38n|aJF&&{6Yd1%B=K@kAvn;J^Fetb7Ae^nN$yQfH?xKwPRl1x?^B$Lqm`J$B
zPN8Gwd3P^PZ+Yg^;vWoRi)nsxt_aKR3EYM8FgSYB4;rd#bk^SsWxl*BN$ZSlMmNm*
z%xmKr?_6|?!PtKjL|Ja7xxqaa%(6ASpLt8>OtZ|X`dCz3v)fynx3?&B56TS+1asWp
zffc`hfTqZZkc&hfoq7|V;!Y^N1q|rptj{~KyoBy0?$ky-cxW;AH`D>Jby?8T_yi`%
zD!GV6S?!z|gLq2AFWS9qE!%A3IWx-bc09v$FFqbF&_KXuRyJ`-I60v3LZc)jndzgl
zT0Y56^=I&=jC#dhsucfHG{*O4GW3S2&mKhROqR^z1Etv=xh0W=+G!DMzVL{i?2#=%
zh%XdU#Xacef@RRvxf&m`hE*MZUwR+?xJxmYkg<SOH2aQN`xM!;gok>!kuFhoe`h2L
z(SthVzA7^3<WO9Qk3Cc&ldvTRk}jMxw&2bn2fQmZ&)7b1KZC>o`T@e_%dg!z0CbEU
zgUZbDh|<#mtKI_p_UdA+aqRjEUh!g^kcm*Jqy@iAjqT4v$9dMJz+db7V{Xf0VlBMY
zI2yGTuOHje*juk*;4_N~N7loGWnI3UfZ|Lhga1Ha%|{DZJ5Nfs$)HsGj13s|A$J|!
z@mNnCncwHSuL-6!M6>H&PrAQm8D6$UG2<yG1_ZMZF{aChVXg_7d}po|vfsF)T`bN{
zI(1%l;(5l5gfp`i`=3^DRS$xoRBuBaxMvxrWWz68<8pD%CN?TyB{$W6Sc@0nEh3?q
z1H)V;MMde8yx6~h&?oMY3$WCb)&Vd6rM?~nITd~^D7MVLF~s#fr4?)X18rig&&UT4
z>J&MtfhWu0$4t^VU|pCs=1Y3EnJ_rrD`!f-E#ak^b2CtbzRR=^m$46Gd9sVDq$9OM
zJVxEc(Roj>{ko>@Be@aCRG+BZjL)5GLOPm#tBgyZf2Fjb1l$Jl)syklO;#v=VOQ#&
zfnw#OqiNq>5M8s5vU0rNS~lhxb9?4e_I-+()9$PXk#Yi-$lVp%L@4r~6LjS9>fy<5
z9<_%}*JK@VS?XnMm5qa~BQSe9k6~GMJ*)gts}`!jx`tbo_dcpWFlgT`du`fMriES)
z8fQ{@YX{+70gP_PrpeWzJx}#J#G;b0!T?6ZAdJ>D4vYKZlOP2{tGwRiefxm%jU)Of
z&qi`>sFxxty~^&xg=+Ud(A~yc`#{Fhsh3BuI5mT`_T|kMUWJXKaSr`Ga`COl%kE<O
z#BHbTSCyeBSqj5l@EDey_QXM8<o>|WTHCSxCxj2;4D}$1<Yvq?cY&V6T5ixIf$+(}
zm|wgsRxEDRqE(SPDA?fQxnvQ^VOfZNRiIcV8JEqv*VHOp4j=k{h4Snm@2-XSv}M#|
zkxOi%pB<fiuBfJ=qNDFYv++G6y|Q&R%W(61(2H^xy!^O<Byt5ezgUO6iTgeV6MG<L
zGwaeWL`C3lOu=+$&f^c5d-*yYuI(U)Tde!cF#mbw;)wb&v-y+yVB-(>1t*~n7jK5j
zwn4k~@rqyeRtjH`_6Ks{r4e7#-H)&OjN6lbZS{-oEL>u<`_8$dlo$4F>TGnI=!A|Y
z-P>Rk2%&upe28J+$i1f6q~#!OOA6@8eQg}`^h`s?Jn9A1A0{<5<CgM$7m%|&@E^g0
z2i~?9w*Mg)9tGjiiK;r7b?S2M4ZxvsGuVBfx0r_40B2noD0w5<f5*5PA^88|<A3fy
zcGUkV4Ey&w1p!YOzYYq@lf2=1QUJ+1zZNg~8O*|m4cSRB^r>Y3<Y$eKOwKm#YB<h`
zpQcNAX&3@vnwE<nP?mZ;Wz~<QoDinOsCdT*6$cypX)`y7<`zjpu`y<C@)~><u$p6B
zb>qd0#BCjG2lDk!a@#t(PBtHg1fl&WUvJxg^7Zcc{|8?$BHdrU-j^wd3B#G#P>RaV
zIoM_;?6T);rwq?g>td|mT~n@dW&SY!+F;lu=rK7PIkwb66Vo?Qy$%{gSw3r@kS8x>
zR_NNw%q@tF8ys-)`0u;Y+Vgv?m^B{}Pi{!u=3D$};}UqDZ{hX()5{R{ql5=O>}qf2
z6`&L`>BMYLI`i8LsFXrms+8YlU@_@e4~}c>>?Dt*9S@!rKL)cl$j&YC^{C7SsaIj9
z3J&yl@%2BgbAartzXeQ8trS~w$RZQHlu?oZ$?hx2m%TIM(ZmDc@O?dlAuTkJsag$Y
zCyc&fpAD}6ww<ev{;vF$)iZu_AoZ;$4bF21{zK)}bSNSSo1$cvX-V)RZ(77<{GgMT
zBc)~sYH0O@)b`CV*R|LOeR(0iK;ml~14cyBtdg+PxnVu()u3K<v9Z0xWOnwQFp!3e
zX<DuW2|@!+xMhEquyq~L_fCJ}fRAhx%1L}9VQLNT`+akq5jTm2NN6T~)ketbhN&WL
z#bIe}=4|8cqGKXtI^y8QmB?DXd^dZ})DqT<M{DWgD@ewBZI+<oFrsu5#J3hqOSb4J
z$)dk@;6);h=9-?wLQuyIkDmAC8X*a|VAL``Pt{+N3>-Fpwp9HtDu|9`s6^pr%${&q
zz@RlLPTZ+aV18`H@d2A+ufK57c69D5cxowyW^GjeBgvA<OZ6I0*d`aUAQ}HI^l{JK
zg4;pml7yf+0)b<I_EKG7RN*YT2W-=+Aho+aJC=j|4x>N9+vqg0fT|UmtfccBA8I8<
zw}LJ{8+AxDe0bl=gu0FWk<CG8OT<|`f}JU{_WVgvn45QDE*5ilb7D`L|DHKz;R+qP
zsl>-i1_A&sn_SP8C$;|i1e98URu6c%_SzKv%ZWMl>uYG7rYrPmwaigbfn?)$m^ijq
z|7X`t<u38(04CR;Y~a{&FQz=9&|<}Q4FpYtAOl=q)2c{+x-5D^Dc2b>3+~5H(fSoV
z4>CO6;e%kWCf07<+Q+S^KWOUee^cY~wY-9OHkm1mvpUOSiL2a{5_Ct<_C-S90DvYO
zpvnN~5!_a-2Ey^Y_QT$Q9m1kV{c-<v3Ts~T8$d8z7a7RK*h^Tl{`g5CI)yuZY2uqQ
z>1D8`&f_kGoAM<h-95R%RUfrkM(>#e5@e<4NFqD@<tT)%RmE_A6I_>QHx^h@KtJO2
zufwOB<x8%*5x%EZO`C`7dg6Kg%O55@QrLUE+;L%`z0U17^qLhSJ?zf}GaC*p%QrQ*
zBuXCdw3-TT0#C4Dd6JX;kZg;Em)}~_w?ldL-`^sWJj{7wGl#nY>=VtcFuFZoc*-AQ
z>Mx^kSmQdeVwImCJ$S~0w@;2J^v=Q4`t`yxBt$!%-ReAf&!rfmnJgIDAwX=u4$~DN
zEuM`zoQ-Gp`pn=9y=&vvW=4|bb$n6m#i2C)jCn_0tBDynf7lxNYI)*YZ^M~NwdSd4
zNtgYSV%0OgrNo<=2n7T4wr*BqD3K?;|MOsP*=S6@BaXdN(Ps2P;$Yk*A^ME68mIU+
z&51%>Q^oJ>=~DraA9QT6r+6ZD*oOuHaX<xqa52L<^*$_7V<@ew_XE<_fX>j8`-g1L
zj`K-T^RD&V-F>3d9d6M><Vo05c1nz(C&9T0TkLzv_-P@;k5&UXamN-A2>*A^!11#|
zdK#+K<w-x;>jAeb2WPnQ%5Lp2y&XIaeA|IpKRlI@G!)6S-9Yi=&gs4(-U%YtyIKJp
z&B0TBlC<fRlrO05ae=w_0*r_H*L-fD_bVr~?ZK)H*_motbVJfdPMvF=k8yzqAttk{
zW^7L{+vOT?dTQy$iLMc;BG!!C>hh6t3nvUVGLfp>I^y<I>!yHuacE!S4-fj#{=lNx
zRS102^6G$(=6$yK;#(hYB7d+U!)%P;vYXBQZXP_N?$?xH7e?<4)s4KaSTPkq1QE-e
z-!xj->rN0!=9;8eZPLDFY7maLxtumevv|X_<4;P4^l$_Ou^l|a7;I}2DPbPyD+yvL
z(H@hJx{U%cf#2V-`XyP`8L5-=Hb}!hpz53-1=~i#a%!DM_k}nf#LSI<?l92tSVrrp
z(XO<`GlXeRY<e>Y6GB?hmRZA|N`xR2)MmkCxDU;)d^9z4?QZ5tJuPATnHko#XWGX|
znA|i0*4Eq&nG}qU$Zzy*S3$nUJr#D8n+TE>i@xqiU@l#|&bTUYI|Wz30lH_(iA6Wn
zs;BkL@HwIV8}lkJ_23L=8a^e3ODFOuzGHG7to9Ih<JOW!&xVlTQbXL<FNUP(bqRDB
zQa(U1VV`VdsU0Ym+ABIPR=_aG+ajFSo;tAGRA;)$U5&FldqQ_^aLWK53~3orfNnjS
zOdW*Uekuh)+BO5h0~SnD3oL$H@lg`<D#hAbz*{wFRo#bPW*HdBz%#rA&^IN#lz~~I
z9{NYG?G>w@iV_3Q{o!vjUiqmgvG7`T^n18e5oaVzn4Ni}lU|vl-}BeKN0)*>bfyo~
zL0Dv4o2umtBG-rMiPV94;?dh<Nxf7OLV}NkhAeIBvgx`&XkRc)9YsXLbTp*hs&a{z
zbn`vnWZ1T|r>U+aSG^HJiK~JJ;8QJ}WY^Su0k)KBb~~E(0KP|$%6R!F#WnZkdF4`P
zo*GlYV4LWkaTdG1#^XH4IC0R1zFT;1W(Z(=onR*JVtqeFK<{izk~5?Q!_iTmW)m*2
z-L*nzNX6m`G!G^i{uqa%RY^%e#26JOi<OQp?B<JP)TU-yJK6}2UOg$PZL=ZN;qX!3
zA#H#-C1cU#Qy98?=kw}kwv#U7#@(uY`a1OmV_^Y2E0BYNlM2TzwzYt)ENEre1uy2A
zk)5^i({R8LL@SNJ8|CNYQETjyg1vdYFPi36uB{*3RN>Px$4tsAiU;N<?1YLw|9CA2
z@*_cihrK&Tw*zx)!V`8!h#&%&fL%5JOjuOzD+V#QAh*kCzYmqkG|C;W%e#qN8-4#Q
za3$rg6q+r~ObhdX_negPsW}ORfUF;ziYn|7XVfg~%zZuUeKFa%g8(cs!|-JW_JB~X
zH^*OdL?PQm;F;Ag{I}62^!`o0%J<PqPjDbwwY}b+&spHFdO5mL9|p4xGy)gCTyQow
zcE39AdMW;<m!tZ}<DzAXU^bSZjnHyYfidVp#^k@EhUi~3jA><xPl7X`hVL8`uFaYF
zObeY#PNySBJrHO!R5EgSj7as_yv?@~Ll%OJ!~r5LtOHvgIT53J!)QP+%-{*abglas
ztfuqJBxot2(&c$%5Itz=&e6l#W1{Y<R?i$wGK%1l(&X(s#d8upSj&=U9wzP9yhuQm
z$BmOc#mQ!i5BFj~>=axUtoh0ll7}a0<UO}*azVoz8ytsKH->h}I|?aGgc$a18kFq4
zq6f6OWRjai(n`ycYt{Ew^>{g425l4QH=Z~22)2pO7L!v80$9B?VHtPSpgx%9rF8n;
zqt0_M?jgmIjy+u(3DT0h^%4TQ^MTlM&#F?;GV9|uTA#5d`Z$GrZ0Q6mC-(9cCG~hv
zomC>A8*c-N;7YL4Ds`nP=FfWQlO^OhG4Eo1U*l;dBx&mYuqJ)tUZDfJcs9ul_Ke!8
zseB_;{Y#}Fh3Px~?|Qmj_I?iFCqYUQ&c=Fe=Dm<?4hK;QDZb?u$sb$$5wW5q2Wn2x
zc}~O7Q9hG6ERCC`rHW?bSgj06x_bp`Jbp3^M8|D=Mykmeb)ci!s*`0S@*le$ANyh!
z(0dtv*vW2vN=tf@iDk`^3S^UJ8SsGrA{#HcGNyB10|F5;EG9{`38z)4Cr{A86aq`w
z*64rbV;{%q?E;a%YCe}{nje7hbYoQo2)C(d=Uzi%b|idpfZn&H*0=SCwvu_=wn6RG
z?*(HU5ht&2Rs39k12b6X&OGYKVbzQs*C{X3Y<T&DUx~M8x$DXeYraXdug<O=)b!oz
z1(NV30>SK2d|B<trjgT;84p76i!-;CEZf2pY}p81;mUqbwJlDnxnx=N%7R#@g{$(t
z3qb>B*M8Pbcz+pfIk+M-b4KBVsVVkSLz$tgKlEa8ayqS<YDkgYhlrn73vplOW<&C2
ztXe&1-(%jcY{YQ9y8VVXK?b=`x)c(A){JhmZ;JG!3sQS}($QwMxUt(BQ0v!%@(~g-
zm{00D7x%7brY6+5NPm8{v`l;Z-CXvoB-78|4eMxG*JFlNO^D5(bZ<mydNm9Q>l|T*
zflm1eh@HqGup5ko#}k@eH9LdKQ%n*IQYf9|B=HR_iGzSN<01^%-9SMpOnRGNa|9&U
zLLpHD2NE~X7k>(6Nb+hbTeK!Fy!f`Hcbas>PMmxMpSelhJr$^l?>wr@g^&Q5V6-D7
zFl(C_YdOIx&fHIbeQWnK14H`WnB^CO*jO(ef+_gvqaLyTm!~J;JmEACrKv9Ku;R4I
zG_pm0Ris6Y6VCzN!*M2r1=h5zoY$M?v)0G>bRAO0;bt#E&x}6oLhr1TUJRas*k{-~
zs)Jg<N@21?Cm3G<)8(7k!KAoB{j7k<CIUyp&8O)B`T^od?deimCj)=b6_u(t8%D_X
z_1jPDOcA2Yp~_#)zg(w-`|#zW-!EA?Mjh$u+s%L+7<LX3jp7%nvUQ)aUxP^}1-*>#
z%F(Hfjgg`5bouQ!bcc0};)QL8z041eJt}fU?mg%>m-7;=`z)#2GLo}yX}&XDdp3I6
z1bT065MkVlk76*}VSbJFvqY=X8gZgbM?n74-{eRB;@zH_!02g6EbGbYmBpg)1-DeM
zJExQWXx;?oJAnX+gx&))NU!sYHX5`>dd~wt?Tc?YOw!lrB7C-61;*c&sMbhERn>Lp
zCo3QDehUbA;0G>T0@I~P8*{mLo5Jmf)i2$(&TW>mR5clv&MXO1&KV;R2Mm`D=bCB2
zjWX0<ApHENwc%T;JnGd9bST9oSB7ScW)KZqSe3(O?b=g2wdb~A!ub^!)O)u{2qk~j
z#to=n(eEhm-T%g@6Zj)RL!PzxRG__L%1?))W7b|2#36p0aO}^}ITQZUWKZk5+S9x<
z7@9KS-Pl5MGi*5>mfxs=!>=^OBJV<fkN@*>%Kj_KpX>Nvh@t<E!k7Ou;P;<C=zqe~
z-@*|RYLNeFlKZC<9O5P4A7Ah9T>rb_`v0Bk{~rsO=pLmKvjM@&+iCki7WKwtme|r<
zSV~EpFD={xGm%#Y_!vPamF<ef+rp#%z~6W(yo1llg3#IZT@O}c%KqP40C#(Bk|l#1
zvMIW#2mJ}W24fp<?7fH+vB8Smq2?~rfBEih7#=i^!PQI-f|O#&ZueW!$ECV^)JELO
z`y!4)ALkB*s1;_N6EuVXH)<ms0<kw%pAKE?6zw;)8ab`z*sWfs^h3X%1fnlWiJ|Jp
zyvO?|4O=UPZ@L4P4!f+oyxWf<OsoEG_o4d&eET1ivk=S=S+tpuqc#-KL8OoUM*?n{
zxFyei`%E)Ku>MP-h<PbG%1SMn$sME;iLdc-c;oPl73pTGG2d0Rza9i)ffpNmd4DCT
zmLe+f!Yk|l=P4s3+)UkRe0TUzfX9=C(j4c8lJnaF0bfJXlls6s$)k15pEY{ZOJH89
zWAf$k_V`44z^BeYq3!Wdk0BTVn$~Y@cYjTEQ6XUlJ3=`+s@1avu!DsouF^$&f=T~&
z;PQO5zkm|Eunyk|h#gjr>8V<6K|o(hkJDMJHS~S`95%LfbHGOKLE<mtXkREk`0eAW
zefG2ZrCwQ$wG@>%E;%WcGrD_=12H{)RD}97{qd2R*o5(`mu=}P5D)V9@D5YaDcp-6
z&bWrk(^c}^F+|R2miwL_{$hN21Aii-r6t@V6hWvjGu)gG4<a>^kVj8hLxr>Ie4Lyx
zN;Zz7MMwI4Bm?|UKCRYoEq=F#bGGbp%#TgYzA^q8HK3r7FaWXlCS)527V@@=sA2Wj
z3uy7|rfHXkJH-IRUuZ*Bid>5uOdcPJn8;}-NJ$#t)w$i5$ymbI*1cwhES`qnKIe(w
zf0sy7UF-V-FJ)%Bwp%7HEWJ8V5Z&6Uy~?FqCXLzOdOeK3y2(xY`@*M?ZAQ`x>rYO1
zSDtStC1Ls|D~XUc?0jaq171G{M(<kToon1Xpf87aKpnbBUd3{>ERNGq5s}%)8Dh5%
zN~}=+!61L%T{J$XpLF1w(A7ZpE9<z+$vJ8khX@k;pU4Rl?%cJ)>B!PpeN)C*)(#P*
z4stLD99Uq^%XxjsKho+GNG=m*N9**Nw9^nraTxm6Ee2Myn@7&}NMVWJP_PPu&~?cA
zv`cDb+NcBTqOq#?-MZGa4U>CS<RwP7y!8NIryT{bMbo=GC^FZQk%l(4fYH^F0D3Ct
zgWHKijrr3za1StUi2kUh(TM^1$GtoruihI(XZTcUI>&5SYWH9aq>!U;7|oHu@9)=g
z<W_rRU?fHcaS_CBqS&ZA92&;M$u@?QwNDk<`{2{QMT`g8i%^U9O0YE?#xQYb_%x0>
zx!ZHd6iW4e*S`7|FhSeBG;TW~PqIfhO8j=FV^+EtwbHr_$4PYvpvFaqItVh#5x(u~
zV9tDz$LKq+zAR|=N=rA$IgcO#IB;Su?!~6RKt_1MD={AEb+S_=vxj9DgR$}J2D!7L
z&U)+EB<j<fxMSFEs`KUKZ#y3{dT5bGOfd9?1@%5!e`vNe_+sgM!jmNBH@(`#(|EFZ
zt;m#&v7O~)0mZJL-S^56{5jS?!!Xs~MPu<((X(IKbZ3`>Jrl$0?yn<q0#8X=4Ba#I
zO?7FLM(7sezYnbqhHR9J3=kZM6%bIT?LSgBJJBMs`1vK9j5Sg3V(BKFt$esliTkw`
zgq$St!8>=z*@aR0^;)FnD|yX?#OX^tHTLXQuMiW~ho$sUpGKS{;qkro#V?(%$_t;U
zd@WKXCf2ZL0!f&if)|dkOBsi0KbWpSEl5|p@JJqZ=kdU}l7x=6=_Q1jkOsATwU|$2
zP`_vqSZB=IScvYTbq-}|DbwBsu0L}u8b;L&fg=`|sYgrs6}kvpWA+9ZR8=S2J_7P=
zL|tj|S}9VFOs_=%2aqiAdrZz-<TX;M14sCWN60p2q&l@5<_JcGv0vTMK{H3SUh0f^
zTo|B;w$`G$b#2AzH#lP*HKhsXWbItsFnz%dqb{G#b`;38w?E2Z1bdvRqefiZD5Zy&
zy&v`NvDywfkk;(^Hut%(u!qh*^s8g+(T();49pI4G9|yLeVE`ZsC5v$Dz+DqJ<t4>
zxnwp|u#d#b8z9SY{()0bN_n)^7_rc2+I9B{Av2MGBH&11?Mz=SbN9A!EnQ@09WJbN
zW@y<RN9IzLnB}>*>roTQQFGbaE@K!1wj$X44!?yAEvmK5Z_Z+Ysq`P01`&}RntR0)
z5}9@^J8wc_El#NR7sntYHwk!bu9qjRah-z~dqAHI>bd`BlE6lx=9RH8{;2YPABGiE
zwt*F(L1sY?WYtPD%l=z$Kypy>6{UE>1WECtvVmfT<GN4|SzacT%!jZA^c-NMwp`_W
zN28Gu3Cm<nQC!Fe<c|_ygnVtAytC_QPjln+8z}Td%lT**L|`l-Ek(6mij7)Uts5p{
z@MK);6RwmgLB@b=7Fsi0`O)g<%Ov*5XA*|})-Jd%^yo25VLu&qEmMz25X&(JVmMO-
z&S#Y%oEan{p|Z>2-!ti+8$CH#%vnO$E-M)l(2^8)kEV5fB~KP8MSNbh%;*^NVo%u2
z|LW!(m;B4sMW@VG>-iXa!Tupbw^I4gUXsg=U-aemXt8gGH{=J=l9{IFH=@4|<DN|+
zMlml3)@s9QH#)x@5<yn8CNeA5^|C?@ELrxZzuTd0ej3Y_q2a|$j2jD}Zr2Q5LwO?O
zI606Q!E~7Huvv4elQ<gUJe;(}^HX*@QP7zi;xS9cGK7$3*U=4^jpbpiy2C{{>5drz
zKsoO0<r4&{4&g+azmrffUSd@_6m{c0w=HUMWqi@<xE}43U(7m!X?^XPE(H4Xm+9Qg
z3DTVdPl2^zUOM7$W;-cZ+^_ce#g}DTxviVWQg^9_Y1#vK2H?i$tZR#+%JE2WOAk9B
z0_kb6CSPY-WYWn_Y&j+wVBc{6Sq7>4m$7X9uQQldE>FLDgkt|O(Lrhz$a!x|$JlHo
zX<A>IUkz+xhq;L^R3YGu?to-l%R{)&(4=KHIymutH)KRj%WIeqey4rIdrq8d*rPp;
z3tt$xW6SiDB{bqbbO=$)1QWmWq~`_ImQ_BvpIF3z3Zrb9?u4CQV6&HEXY5XD-<iaN
zk_lCuPRUJTHP7hTH6E$1W#`Yj)1(gh(v@=*x~9!94`n8Q_mF)?=LS+*4<1hr_BXv9
zI!pfR;?sTsE9Py8_1>_6fFqk?ldx|Bl>;{8XVJBAC&ef|Rl?O6ZLP(uz%VA>9BLj9
zJH-~9DI<?DV6RR@maQTU?3|p?x!MY6Tk!a1avrL5k0Av<A(e*47Cwcp_3<=qG*3*|
z3o^Dc))HHid&J|)mWkA}YcYtT>sJQ1>Y((=>Yl0HBq?l=_I9Fp5a()W8tt!^uiH6l
z@7Hal|9V4c!3!eXbQxA9fFjOM?f9rJ8#>^JLQt$}%0ce@1gmKXCTGL`5?yuY4ce7V
zHnx_gxntALPr3_|Hb2_vW5Y0-Gk|q(N#!zq`C}w>v#%^qX>Bo~a*noRYi_X^X_-H+
zF8$*XR?ZA0?BPZn5}Y@ig+FnJYpu$8m0vcre1T$R@0vq0CHL}AwPf_R#p*Y-3yqEO
zr^w4Qkli^F&y5BbM^!U3aLF)REx;=r2(^7>pEUhfbQ^1O5pL<lbtk5Q7DlK|3-l3o
za<wG!Wen$d*LAVN-5Y!gN*=h<%Jj4wm=G+fn%cuy79u>uZ(o6=q|_*k_Vn6)!wsz0
z)vRWlbzg1FoRU$D_D*^vW-`PHh$cN&Pz!rMpf@vSJyK+ERss$L*YL#2_4i)517}rk
z<$3&9+XMXuS_6@E9crw#QT<_`TPwm|8hP2dm%a{OZ6PpC+%t(P8<|#hiw=){t#S0#
z7a(NFz{o&^A81}>;XauY&j3l&U(U-nh^e3V9!9&UM=)XVY4>`efi)?kBygP`2t}yC
z41SQu&R!bwpbhT<g>7Ufmxv_uFkm>mfGQ>(wJ=f3Jildau(7nX$uZ{t&s`UgInz7z
zj>0F*C9;WuMInMG_8x;y$iYUj8YSHgAf3VA%up&9A|KOnOH1!q2avGSpoTKXJIjV(
zBxQ7W@$~n>)#_B#%BCfb3biIDjU^MWJ87RW!HE$Lr-%>KI6d7wl1(?FS6k9#ZBfyu
zf&}_nrntkbi<pT~GFVEJl2yYu>{kmYNw9TN5_>KSVW;apo+TZCZk#LLD^C<_QqJyP
zW898>0#}HSV&g)d_5PC386(;8iao;AAM-Y-1Qk=`q?P5H_dpJGeL@oTqGeCvg0M~{
z)CMG=8V6(3=K^^w`w($}*-`GyHP%rpmDuFOyLH`@0gvJ~u41ojCbC(wny98$8g%%$
z=*&dvWJ}GNOzEpO{9y?RH|m2%n<2L?w55RCel^3wy)(B4oUI)CJ8?q|F$VrZL&iF3
zhU#9zss|2o;9_|M$7aaJ(3(949Sqz$t9v4GmuI72v&1}}IGJ&m^}R797m*ffXKph8
zYvP*GzY^WLtta*M<O5MF*vvis*!nz>LD*nmTk*nk4AF?>J~V?bhRi?j9B3a&$PSM%
zstfimEu=WA6Dld3NJ7g<u-I3KqLUx-qFA?GxpK|I@ZI~N3L=j}FH1k#T(ex&lSCw!
z@@g5leRVI_YE0jMm?BPSixqxK%D`Ta<6jt)uvzfzwa=Xyb~PlhPN&mZA7?~lGNlop
z(P_3(WHFAEA~l!6I0#InXMJ1K7}O8e99miY8GJ{BPi4<YF>70WFQVTcT5Sk!m9Cro
zJfUJB^$U8{b|@uTvg1rlr+|8Iy?(aSb+o<ET!yY<fBkV-0IM;Yi8Zv0S<`AiN-m+T
zHehaJGu{H1Ar>V$SRnOuk8X_g@QjWgHg$MqjCAF~m;Ot1Lx7{EILY0BCAm_P;6aZY
z4<s<Wt9MjpBH8(PVs4<8d3Xz-e#3aw%V!N3BQbP`)XX#=xN=rU`n$@}cp9NV%66p0
z7Q}yb0U;r;eoFMep(-Ka|GbRhj}>vs{=X2+Uvv7uT?g|2u?2Lavj_EHgj1;2+Gj0W
zlOO%A2)zQ)xZUA>Ci=^u>FXIgKo4*O#o_>M(Ct1TJ_{Z_x-3IRrHG@qe5boqLV#a{
zBI8(R*pn`_l3|Jw4~P3$3Oc%E>P%VYpO}843`7(S9yA5Dd)OE8|L#*>pg#Zt0U!Ic
z_-bYjZ1bYap=GQdX@0^wmeQH1uFDZUefY(%nC3O;)Dx^*@mYP&gtWaa5q>l><H>cm
z4C}+M=U)KXOxR}bsQ3HQ2()?}LS715GU&I4L@;61So$@IN(ZZ|7kb<4yQ^Q>S_iPE
z<LvHC!1mCZU+q5Mq2|1Ss0k;f)I<`&YfOgmY@Ta_u9nb=F0G_EztaU(94f~FDE<-j
z$~GTA9tpXeM?kxjDv6aMNL96&xBV8}liF?gAwF<v<(ksv^_Q}VxJ9_xWI0-M!fz3w
zI51b(PK0=<c}MaR?`uqEwf%8zl#89-L7?yIcc$aCgg!a*v{k@1f}fHAG$9@o_n5=r
zI7|^O%2gPQv`Ryl=Q6R^W&d%V_725N^IA$MsLOW?cofs1WY$%zPH;Y~**%bhWu|Wp
zEkJ?u)F;LVcCO|+w5EGYyWKBG(_wSH&)|adRHqhEXvRDlz(R08uWY=)%g9najJ~@M
z(`7z{k+I_F12P?$b~c5v=9EW$j#@D;D{}$D&+k>KP4R<L=H?AAC6>-t!IRD&hmeyQ
zWJ@W!x#u^&OH#OQOWj0;XSNPxppnaw_8f(;f*w3-W@`YyDJt|Oa%%HUswk07U1ST#
z4_c~^Br={HU4?_v0BfHduuP=en%>uSt_Rp%vegIi<>B*nYlpJUK_btGw4&imh6`!e
z<ofc4Wd~&1CH^^El(I5APaCVl4?mfB$V_SuajR-Vd<V04%HOB%gWb!lzfYTH&fd$V
zMqC?Ddt|)G`s!|!Z3h(wFrAAFJMq}FT3asIlwGOrke!p-m$shOKf^Jd=-<B<p3Aa)
zc{|5)kV|*1JkI#LBj3-E^Kc!sOO3tvk4X#Cz#pyarEwZYcI(a-5=4Asd(v++!pW9u
z$^%xSKyp5MyKhFN*awARtz0(7(T=rt!a{65rqtb5$oAuKI>kwYR^Y#0PH-)^GyA$c
zTVLc-I;6p9-{E9iWqKEBluw$CE|0()@#`fbnbFv`+;ao+vg+U{O~|i4(bs3PKh8D6
zMiXq{F<78Gt)b2cs0w&YM6^ESe4$o+PH#pvq2i@h<P*#<EhcI&Aurk*j;~h&w5Nbg
zI_Q{KDqXKEjy;uK!eiee1CN8qIzG~S^vtiJeZsbjYS^L|Zn4+fct7bW(-!K`=!~3m
zG=c0m#ANB1iY5mY7*HR4GUS}9C&6BB$s~K*&wJ%otbMp&WIXp&(N;A*d@L`F*%Z3Z
zZ{T_k#8P6Lid6WnNPkYp8Z})ChV2-`?a6Bj<E_Uv@1F)qO09{rGb|V={i<Zg(o*=3
znjM<-_L*zhotydCS%ABKZ~R?VvxwUPTLp}sz6?yYQL)+37N@kp3hm}>KA|B^>x6T&
zrq-5o=G;_#vGnEFN-b#Q-KGBF0wpC^e?4RU{`7NYmSUp9r$%t`$_6`bHU4ef`@4`c
z=B1TKre7-qu$KxQ-Wu5+*e_)R+@SW-D5}Q%bN2Ox1`}tLjz3-1O<kOwN1BSea*GG;
z1U)(;WKTZw^2_pa)OA(HA7)r>^yBI;yO5ndLtM&bE+|znesQi$7Iv-A+X)4){TZ35
zbut1~;4$UXwE2mtrM3_!(4@NAt+_ssSKaresa_gEcCg{FLu=BygT`q8QJQx$y*++k
z?Cq&<o(p9<W$O;S<&KfzSIMp$kgJes9cwd@{wv#?9^PE*!^($*DG(R1XKhG^OFcee
z(wmEpgW&(tN7>9j-Bou6Ax%<Kv=lsji0ro(OGu`CHn!hBy;!372UcoLCC(#H2NYVE
zLpCkl+T#q~Ve9oFK}d7HDP@KF4q8u|T^l2heFCE|8YMur<Q~ageEiYWjw(JG0Z433
zOPHN=rg>keT2O1hBj<$6%(~0X#Xeez5N^dL(^h4MI5!zzm^?m0T|OwY#9Az4K=ev@
zz{pydpJPNP<03c#djXf14LwUmU7O3_uEgMh!L)_-1+kiR;8pMlnlrb55KIzn%l^*I
znv`T^3dW?d(Yr9kasy?|Z%2o85B60vU(*$IZ~+hhwjR>~yQ~nk3+$}Ybji=w2{D1d
zYZ|n3KR8~KQKyyH9hhufucaX(oY;W>uk97=GxrTNfraeh=0xS!v{8$JK8@z$^9;=p
z4(h`?f{5HVFn><<y7w|ni(?TzQ!k_+@Mo^zmyHAivzrI&Gl6h4?95cRcHlWK^*Rfy
z@~2I+i9MCCK`uqb6uBFtg|)oxAK_)?4)(N+aoQoCk=B+47vtrT0p2tauR$=J&!^SA
zG%K5WThsT`>nYz!6C)GAD@@@{J1g=N6bd~zBj$BDKX<p&?v&RSfVDrNFF$pE*8nUB
z6!vgw>x=UOp2zD2Jme*1j$|4vIJ<zx1^x15f(vuOE=#$(!-s6sZ(7$k8S_|pHKCr`
z<5D~!-7!~X%3jOxZGBL5I>MykltW@=#a9U&{Cd$9Ydscoiu)hxGXW1NV7f0GRz{m<
z`L?_9lx@MP7t#S)zM3kFIeO9Azzjo$si>7smA6PwSy`OW_1X2~Cs0&daX1fkadTH*
zA78HbI@YOeu}lMgaIZV=m6_6#lzytxhdNsj&`Oh<=#5cJW8y3DB^kS@o?f9GKGkoo
zo`k-U)duz`nGKebd5Mi-@2<!7Da@ok-W}_zGOBkpR9G}1E>^4BArbY2jAQ3}6+aw(
z0vaP$cE{VM%ER#zsHCe-Mg!;)IVK`}UdPNYdWsdeSE70DObYIJx@!cVDQ?=v09r?^
zWA3Gx91vEUUHAn&9<b6ITRO{6M1>l-_AN-K<eWm~BvI4a9(CrB*t`?bx{?4lhj?M7
zs6#D9Dk2%jhQs1bwca*YSTpxS)rK_vc+mecxdPuQX@arWGKzEqMaN6@^p9kCUULHC
z-#5gMU2g@}7bAwiV+AbF&L-zI=Y9y7g0I_MMK7TW+;#e-Qg)J<PdA<}9p>zeQljde
z5xi{*8w1kUKt46-Yl(3CuSQOn8-jF80_<q_8?zi6S>`+r`V1g1%KVRo<yd(g;@FK{
zV|f$KH<bw!{kJ$d5zy?ylxwM!+Rn%`J)Glu8c(^d=zv<O(Xj3?6mu;f<-?|2?L&L+
z5@i}P%Be13V%B$FR;A&fgEI`<&62mafuoqsDXbjKp`e08%>0}0@(xWmJRTulQ^@p(
zd9L>q-~Xqu?+k>qY1<Bh=!B?Y6A~?YTU`p#iAZ#oM2YCV?rx%YL88VYf{0$Cv!eIa
z7mL+<FIje3pZmS@eDCx9`sUB|Yv#vX=gb^)9>;M`)ben$$z-W~D`@`bZ|~vIl8alW
zn9OW&K(O5=Er8JES*P7Zpoy`rpkUq5PJacW#b$3ZHxR3Gr=M|`#}07U!F@VtznbbD
zS-8XWQKu+>9ASx0dC}QD#8tn?RpE~}PW90ShS=N1SJ%(R{?iirLpXLx-$98t<8kG_
z6F>pqT@ljwU)kVwsoAUTxESXPu`fbSEY{xTM`4fsC9n4pg{njovA3&0`SZYsze*@Q
zx2-tAYTH#qYN5%>e+~<FOJzw;<@<9n>n~bBY7Wklui8uS1(Q#y_9nwJ3?{||2d1nm
zo;lNe-_LDC%sd_BP3qSvn$+?wrvF_;UAY6gGf+gR)J_&>Y5jD6pTh=2vE5qbGo4oP
zUf9h`uwr&NxhEs=ydljvD><OlmgLKTNlQv+cusS@Bqo;1_Nf~E_UD@SgSl_DcYHVR
z=_6~_Trl3&U8x$jCBKr&kEE-`hD%gwS=wjnFfP;SIhbnO<)7e~t0Rpyg*jL$#-g(-
z{83s)RZ6EI)yWo^co}!sHm@iy*lyBS0|(=V7&m44Rbh@cnJM%Gh>v#8mIwMg4pvSy
z;uaK<<Dgo(Wm4Av4cnh8PENbi1>BJlx9)mX?!1<(>N6E{b>xBVE_xK2{)a+P;{1nf
zUoVES@4wbV9h3VLn{Czny$AKgtN%ZAyTA5-E=bp3rj*P6{HA7x)%ADR5M0=cUKvs;
z)E&@<$qV?)9GX%86&C#4i^;zl^q&Oa|A*t}r=Gl&N$4mZOli1pr>DIbquhmfR6kC2
zo~Ey)Ni@`ajb(0c>gsTciYBOEAEp;T4YzU7R@i04mXiR~`L@2h6VtEs(H->%ct7^I
zXp_I{gdR-pz1KRm4x+s@N{EKOYb|_&W{=I=(-_Y+=!WW9YWMkAwFEa+)r+(%PQ+Ce
z15%~fe?Q9eHnf%jrF*~pl&sAkK}+IE(J(G}Zhua<m!vc${R2Jl^)Rxj`tVJh$=`qu
z{vW-5k8W)4JHCF55wn65Cy_kMn*vLU-=_h7YZI>-x<W*==N>vO#diQSuYMZ|d5Qm>
z7YHH4cUUx5L&HFT(*?{|!$lJ0yw!aGihUq9wJ^WOYvVQKPF|a$zxjUbU4Ue$IER%z
z7}{oz;={^EBtT&?ixa9n;<2`=R^mm`eT5GqKH+oInC&`Oem$X<f*;9yXb8sO=9D>u
z<(+)NeA|lEi>=CPXO_>qsaoA#W%MC%>i%3|(LE{M0E~c5-#DkUAC~xexSwLX%1Hlm
zT5}=e2jcj6tMhEW0SGUpYlYA9OGbFb$Cm+AP6G-NtfFBFwZxK8$aMTCq&G9s)KG(y
z)ZMUqZF}nX7QIQg@fBaG8u<$kYiSiFU~U*A*V=FCM;D<2kfNKY`%F$j?HfRej|sJ;
zR_|ts=dsN#A?Hc9FBKf`W@@D98<|8Fm4x=_(W`F+xO-;?kIoVc_&dnm5u#6qUDnr-
zyhC}G?GI+QU7>F4%mBjP9=bsdj{1CUIqnXkVUcYBS4YrL5VR!sq=>bSGqoJgrOy1m
zb7dNiJ${<p(vm*7y7$Lu|GK&&C`{60u&CmWfX!k0puUEO?~NOG#?_Udy!yOfl%wrR
z^X*NyNTtuPOpIKseXfX|Xc5q_COkx3+L=-h>0cATf}9^(T`x*c6wIq@>#B#FQl&bx
zwH=fxcA<L<MGaUKZ#*-;p9djQ!?mjksHUF_)f|4dXo<_~pRA~FN@NYT!=(}!QRWG#
z!MYlPZ)AzB=1iOfIC9Xt041(2oyT6`%y+<0zUX7%3ky9W!@6$c3*q(ym-m>e*d%{8
z&4Tax?zpT}MpUl?{V_4yB8}0M>9vIuETn}D7Z<R4kXa+_4fTPCW@qFwUuKLLp)z+0
zWTZJsEqR4K;|q$~A{vxFjx=YaZEo$t0u<LxTT<=tW;#Y%v;k7dmL4BAv1-q`<79R@
zGVPcj*A<0O<$W1HBOP0Yi9Voox|oyi2amq)U29S)hQJw6bRx!WEC;RcNYLZfWkB?P
zW<Nrax@q>9HLhEAk9XbW>MYgd1N@=LT5N)rgX`5lqTK7V;CT6X)&p@})-txP`fDH_
z&+5(G&cZQY7`Z#~8NcjjyDQ=WT9WRf+zZ`|p11(v?>9V0YtTw1+sPv`6nzpuoruuP
zgDDgN!ppxf+hqFy4NFa?n%E*fevc6wHA1p051t%$s#gqUYt4dJi@u1(2l65@iiW$(
z&8sdi{pKF~r?Fj`mNv$)mvGjV8JcP^Y1<8v?)n`Rsw<oC5(%;Og8~yUls@9#frMPx
z)QU3Dz$ju+d2TLqS<c{i9*7hXX`)wboe%0<VXr<~2sW6>GMW7y?%+>j_il<VN~+e@
zw<}tH9!V+qyTV?GrR*|%c*^a<f8|~S?sFn$3nyKo7m}VX1CK58D?7Qh)(EiPi6EF|
zwOr1$DKf@bJxqQ=7Q+r<s>LQ(x=)7>^F$5TylCEpo-Z$H6u$+m)^dHjC1cTdq!KFK
zh#nL)l-f%47ru<kq%nkdCkwwXr{w6L%JFeGpD@5*cG-ExL@lHnyr^F*lh4{-NG65$
zm%ZKZaIa34+`l9>Oo7ZI`vbewq+kA_-hbuE$uG;0RDj+=8B}g=lu+*3{VsE7hh84P
zH-j^GcZAR>d&;&Y=S80nPsPi*oRH#VZFO)!$=Y};vkSGort9@pCY=9W`{re-oVa6Q
zpab`&CXFS#WE=<$Wy(>sX*!%?r4ChbE80}D=r-S6QW7l~XzTe-7Q-^k4o4VNNkf&)
zbBk}D`?Da!o4)oVjKRbihGhju*ns-|$v*`y4tJE*Fs60+g05`}T{Tct!jB5L?TLA<
ztCxe^qYRu-m`__-<)^f<<O8SpiVN?HcVV-(OUIH|mZw1T`bJgeW)kYW6y57^iCn55
zu&YNdt>W0{$>7fi%jU&W(1@#;PYLkVT6jZz#KI+mkjc>c8gH8%a30k!edzWAJLJEU
zxxciRLA1C)J;~sl{Vngy)%is5tWUSsD`=|f{FV=|xUz`*4)0!LGd)h~A_MqHwtioR
zXD6_(;S+nei{*+-mi6q9#=0C^`YW@hNG$5xt!6@gO#}T`?0wBXvmZuK3dnVN1ZJ3e
z@=jnxyL<>)ytegD_KQGod`754ysPF(Nj1g|-9C?U>X5~{acJKCooV>`Xh;dKZoiOu
z(l|7gU9+~AH1SzLZQaFGi&E{YTH7!rl?IMbVq(%mD?|;8L-=Gg;b_SZ1i=~1r0c#2
z2WgJ7eVGqeETf@d7ih#e&{+QJh0n|*<$pn2y=8jB)?m(Hu|MD&OzYkjH^%YD4-i$s
z%Atzmlw^9j^OF-zt=z2Xr!Uw(+#^v%w;fHdeg*{Vz*yemo5Pc6*}dPd<>9JEwC=L*
z!6fg<e>jlLIQK<BHb!1$Q;Z{Dq~n+@{1NfLbrpv`ILzkN*Ob|M<$ZC3v&BqoIJc+b
zlx&Z8s2t14c$#!?X&O4_cd+Qxxd~^~8qzW-#(nC#db&$Q0`M7rBf{KDYAGD*;@Bmz
zp&QfEK3A#(zuW%73Gt$?x9h+mI9&-2<6;>@Um6z_g^iUh_(`Fq(nowk>iR`#TGN$C
zQ5;M+*<5#uzUS}$G72!dCHC}%BVp1ESgT}&IClLz)^`(Qa03!Tnc1_^vd54+_6bt_
z$Rxakkkh4F@61^yzY+HEzHEm%R+3Cwqqb@amHKWdM}yy-8;iE>d_yw8b*^1x*{3l5
zdJ|Q|2ZuZm?g(qNt4~uEb4S|3g!yyC{BINt4i*X9&85E#BFPhNDC->CC#&OMFJC;q
zq+N2Fov1|bwYtWBImnP*)a4;jlAs%tB6W&e2Ai=BL4=fCgnkeQ>n0s%vmJ8nq#RQ2
zEmEhLn=)pdHZpHQDY&xKxi)5W&Tu!L=uwuhRh)aUQMcVX5|uck_BUC+UINqa41S_d
z+kO3iDrJ_6THOe820VseoH9Tx2x`M6-osPeMj5h7PvY6)B$>16x%OvTv4&O$&w?w`
zXS1lH&AQhFrT$EY2P6|8a0&P`8&na9&`Ehp5J~0fSC3rJzCc0B{wXYgVBMj7*hTI8
zI^=HK2hsNFivf3XP1W0@?ak59cmhfq5A>rT|9I;G_6)znOHTe=(yVJU)Rv;LamUs-
zleVO;Oje2~ZuEuo$CUlZ&mz`Mzed;xG~qx|>Y-B@(pA2JLfWqhKoWW_biIN%<KmsL
zT07Esj%j49V-BQqE69=7VB!a`z1KK2`qqvb&+HZ@|8!}6q$_{6)I04xji1T4^!OL3
zUl5lV_=jq1>!xJCk=62w948Uwl2k*!8i<g6dH5Xs6wT}Pd5P*g#4!)gKaIb|z~i=b
z@T`0kp?L&2pTT4OVDbpy5f9=x@SiKVb9B(SJBhwgyL}=KNdHLIj5%!Us+T}$V46?y
z`eopKmFOK2OVrBq%NK!3wBe$De*SrS)#H<`n>Wby(X<_S1aG(^JZ8HWX=LuT?6|4P
zSYO0K4Rm3}VB3DgJ2K8{IvhY59^&(~T_FH45l2u)pm@=htJ0+9$Fc_R^1`Az5#pHe
zN>_z9yswp1-7f4cnHM}6^AxMP;_f^r|M1aACH0FPO1iux>v1dM8-SE-a{Nv5K$Y#}
z-ca8+pd2M7`CDyAnnVslw0Mh~&5CzWn5to=w|Y=qvv3mS%>!H!nNVS#x76dX>Msv5
z1=JRhmgTO1=M)TU);)0|kbHARZEVy>mz=VVY<1T$?;s>Jy#_B7<k0q2#xr#idGU&r
zv4WTOfv<u@%d31)S!$^eMvkbRAZB1^P5!wa(<30`VV!7rV`P(8sx>rh_SS(DH6vqJ
zGAQN6pRe>muinN*&M~d-qED@;R?7+GK&@X>a|ms4>V<6VgM_LhPUP%gNCw;&__x@o
z+X;yCTlfq^nb3qA9IPF%I-+gL()wBpw8NV3p?s>HD=)=I2P$dj9X8)UXKA0bfsP8}
zzU)xRtz4^FM<*b@TV8p{)QqFBOK$J3%}n$6H1p$_w3VxW^T+O*4BwN*3B5ZxC!HOv
z&qHW?Ma(S=BKDNjmQ-UUcFC8-sWu$m9?MP3S$uAL9lX%@Ug)ACb7M49;>;z`-bdh8
z#j4@`u0fj;5!WFC{vZL2sx+&vrOj<4*gfHati|v+Lg`zjsCH~8eLh!%R;n1jp4cPE
z@#0t3aHnEoFU13$9WH-PwYLsjzaxQv>UX_?b-N3m-^hi34dTeCA4FjC)G~K1F>o(E
zT)&~c5#=A=)PB}!yw=3o>J;_*3Rt!Oiv!82&-wQBxq)C|%S|RBi-jbgZ^{5vYti5@
z-~Q8Wa-@V;JtF0gVV&O;Rho;~$`4im%3PaH&Wpf9h5a{Q4d$!20JW$4L5aA0U1?;d
z@M|lBr&~ska6&qu@Ae3pCu?KvcclpynQF(5kj^ntlyh)<b|wwRjG8PhP%-L_t``vN
z4)zGjDB1VPPj?HL8?>0Q6}6w8xsmJL``B;BTUZjmzl3J}AK*yG=VWl6a?v_?y7X{x
z;SSH9-`+k)zWo~m!eFL4*Uo3IuLq}?Oj|i%(^@qdtN!0$UF#X|ia$;Tuy>S!q22-V
z%+DBE!W)0YaOc~{2?DxQER7|-K{0AB<RB3vY_vZgjqgE24)g$#s&eXc^(9gUr=tVz
zOTbEKtTXvF;aQ&|q$<4(>3;_b&)JD5fgp{$&UJ@FRq8ZmEs+@M>`%hvDvmqf${*rv
zfFt_qJH!*?rG*7<C=Mw+ul9~7Kt@ZRgXjEX|ANqa)!NAOY=<L(YSJd(^(mvv&2Pa{
zg=2KG2%A16^nvz%q>jJ1^Uvh49|5JI&1E5?EgSi@S(TUm*oN7Cvoj({%!*wHk7u(P
znnzieyH}^8^GSV0YIACbJF)LpZw2igN5=px#1s<9R8^6vzSEst<zErt$cIsjYdc`z
z5k~6nWxM?@bh4uQ5CF4tM+^H5vO^~`iuS$Gfht$8ujf@IBPEUjkv*8u@R<bBzG|0C
z=o@%eu9g=CO)-ASL@K(5;|967<jwupuhD+8<%PCYr?Kf_P^y#~FjYSzBR$Lw-;{Sr
zs88hf%FhI&s7I2B*W_bR%n#=0o>ihby=szb<2!p}XFm6;I$MN({20A;8XIEQZGUA>
zlSbz%=oe+;6SV<XjsW$2Vy}z<C_UcBJC}C5mOiHX9YtYwHlunFX}^{xlPRq#{ymX#
z^O4l6vmf9Y-9;@qr-H=q;w+<}F6j%bLv<EBDIuMLD<gYb4fo4?$P%2;+9%`Is5zT{
z;f-o;Q{C15+4D7SIBnn!N@mn9w<A$s_gTPHE$uOUxkFJqfumXt=3H<*8!P4NmNrj=
ziukILIApC3ib+yKr8)zJD1RD;9)QON7yod)d}b_mNhS+L^_4Cc_KHvP|GX~h$LaAi
zxJM>hi(C81lg+7{e#I_hbsMyJ4^!YggDN|Xj8R!Kiz;61a(Y<<(giVD^6IQdaumCN
zoWOjp{{}k<Vo30ri2&QjUbZO3yC3)h*3c7rrf;};KLesm{Wu1Sz!$jQn+DLRj$Wx5
zgjv2N`WCCX4pAjzucm$Fd0Ol~8|AEr!l&y(q-NyXFN3BMs2fPh88n>OUY2IfiV`RC
zaGjWGB@G&#a5(UIcdG7^qgPUr8`tJFz`JD;?EBm@pYD$Vc(6F<;`;u=Q*?xz$9h8q
zMA3U!J#+6K79fScBl-EOul%9xX6gN=wkP`)Qg3=IWVv<j=8Lc1KRM~R)JxNA)ZHPi
zg$#NudbU~eKk?_4JN2gccME-)d|g#bKcaSw6#yNeb6lHCW(^W{EZFSOlSN@hyzUHy
zLJSmZVJ7t1VX?yb_DYPat)=p7ZTB7_Ll(yv>IFnp7Titwi+-TZbl<y#)Fi!jG+!>r
z@uC=dYpy&Wk-+Y@bSPW^(I0ua(5G^fh`TwBH7LnN4cZ>GT5Q2s&<qAn{w&!6?RQ^V
zQ<&PZKlDGMl~WveJ8(#6_A4Q*+uW6Ood*lEx9acFYlz#)-HwV~{6iO56B_pLVR9lu
zXl#!r`AQx$rd_>)lJVcLX$Z^og_vo+{t|ur7(^h#h#aYteTIt!@054X`06cKk%X6B
zqftYkTtr}C#2mo3BGck$va@ABqSR@!t~|~V<VGtqGWZcGTmES7m7uZa^2{iXvmtA~
z&45!memD0tDpp46@t~4Z9$qx~=yFK=M?Envn0Mq-R1D3UN>M}x1e#G0n2%u`Jg^Nb
zEjq4iW0a+Le!T_eHlUdmw=AaP{5Umsn&*^DgFKw?OeoE1jOpVGF%`uE;*3nlv6Ex@
zT^^cB9L-y>P?NVz#j)Q}?qlLq&9)Hy)bo>Auu%p&-+q&_%ZCn~{#@#!KDZR~XGEbt
z_R6JwyhPw2Ez{<RI@bo<`>KE6C7lTUmb>?@%k51>+cU`1K{m1gjpiCHbki5C!Px;q
zbL`xkr|^-bqRF#m%~J*^$=K}?{up1j#(BU4(B}OEjG#p6S59pqx6ERQvz#`7J?|Lg
zL)*(z2Oz7&e&KG5|9p4OrpvAn;u?)?B3H_hBuMP0sltt#)W9vmb%B}xrW)!WLiKnV
z@E8lGr+Z-%bMR^HH`9=svW8s!L1pE9sl@D(^LzE6Ce8k+fO5Dq|I=+YzW12D2WDa?
zh>_z-;mA}|-~IEgMswMJ&!2OSk(hBDOxxSlk!6GD*@UCnPul<MXIio4Q)@=Yevf3A
zeO&xPWuucMsHz|SmyNjwgk58!|Co{gZ3$wwbK8Xfn`XU$7W|hi=R4(pJELs=+Zo08
z?7vdAYApZQYWMQ#qBm-^oBo8KIDPHl_FJ(@$8`71Rs==<JARKR{>Xyq@iin({%EJ3
zI$?O3ifQ2eOMolU{xd{NxE3_xpjjy7Zx5P?>oO<_>W-sXs*!;gEWJ7MLw*GBp*1jU
z_uR@*ZN+jeAE7Cxa>V6BCTD{KKw<CspPF$?Xj8@{VlD*Gdpo|MCno(2&wc$U^8LV}
z(X3?6&Ikwt7p(7-kKciCQSRdOJqsdc_2J3DPg)`&haiOq?DxI#4X}#@Tk1glZY38A
zt9;Jt7Aw7~-gqzm=V+wg*W=*v=3%vWIii2=pEJy{)4c&1SwB*^38P%v+U0CqGp{N2
zocophmu@(38RfW6chg%VY7W;(`I?lRtPt}G62igr&%!r%NRi7_jz+c~YwviHsWy}7
z8mb7kvWn^}1|auTY^{joXf9zspt5c-U)yh*r4<eE)MFqijq)aDe5BGxDL@LjBnwRi
zqT`b;_f&{q_6kHpDl!$|<clS|ZX7tmxq_-!WvD(FGQ((3jaJ4TOfw<SybsqtNz545
zl$$>8^Jld2-(+uUr{ejGAp!c=<zvKj(qZw-sk-pT?NR(q$4zI*VxE<%4Fv}Rp`S=e
z+JVlEv+V1_{rzXq7TAo8N<pgWvki4XDY>iQ536>in?0GAF)bGzh)Q)>T*6U^pB0$u
z_3^APQ~0~t^4mjROvIVg7Y<Ui)Mp1n;-VUN8rxKT$DY5xRBVdBX^czaXD%;yyhmS9
zKofLT_wnEjU_KP`G-HeGJ?GEA0TE+w506l*ScDY+CIoryTIw5)xHWz_9R4Nqttwce
zIJye=BE~E`q509=7;ID$9iAb*Nhtz9OB0wx8V~$bS+-4MjTihDC2m9{HPGx`Z0&Di
zolMkC1cZ3LYOwq+@~0hWKk7@S`114DAu*AYGKs&d<l6VZ&-v1kq4kOD9LJ=vcMNps
zbZ!Z}vv`;I!=ijBUG}&;Zhy!=Ug5c|Q5YTXtX5jTp5<Q|oI46n^YjbH$LPhV_8Zqt
NT}4N^^r>ag{{e*Z0xtjn

literal 0
HcmV?d00001

diff --git a/docs/images/enable-apis6.png b/docs/images/enable-apis6.png
new file mode 100644
index 0000000000000000000000000000000000000000..d226754deaff4c322ec9e7706414d7b36544d860
GIT binary patch
literal 30819
zcmd42bx>SE(>@Bpf`{Pl7TjGDNN^99#We(X2=4CgAy^>z;<Ago1OhDXZp-4%g}mQe
z_tvdn-T%I-JGE6?d(O-`J<~ls&(qx-p{gu{iAI732M32KCo8QE2Z!Jd2M6!?8u|GO
z6MotB^B1D?2f5F$pPTn<v+(EN#4aCoTr})0T-=SF%;7BU>}}22oK2m~&F!4O+Pgpz
zz~axHcwRb5Ihh-~SlQcAeYUbShx`21)ydh+*prG|kV@I!&D_?++=+^tlbe@{lS`QA
z`NK`6s^ouzKLQ6w1t%x{{<BB+;gX+T%0=fB3<8fuhIjfyma0WCg&?uAU=Pjuszbyw
zoyBqc?Y>BnVdzYx6U&6#ooU15y!`L_KNX1D%8SR*Lj;Gp@=6NXqf8Z8qj>7kNr4oi
zVa`5Jf-;Cmh)D0fB`C2WO=GS;mE*4ZJ12tn;$X#4W1{eXO|}vD&m8_6oR^jmo8Q4m
z^U@}jm`@`9-FMMI^Zs{<X6f^vG(+FHIoJQ`jAb;*n)5%ml3H9M|KHt{U*-Mh4FW~~
zUr+tt@0K&&aV6omI2?6wnK!DDE3%yNUc#9PSG!rbl|kv9rwvi@p9xl$gT?Q7i_@eU
z9>O=dV-;a9q7O8$mLq|lZZ-@I{Gb2>J?+6|gkzxVycYBGAcmw;82HcfIjL~w`OQtT
z+bG5iKYj=+pe{a}ZOnP6E%z+}!)5VGoRdSH->CFUYia)hbWAig#$I*DHjoC3Zv!3Y
z8&GQ#xLJ~tzeYhV<8b@EtaZfgX^=<>fO~$x@J1Iq{Bc=NY9Z&eH#qzu(Ks{Cn{5QF
zGhcsJ<Yx~z8oWHT5a{BuD#CS$NjX(epyHWXPWMO`HA0QaFBboC{(gdP3?O^Ck1@08
zMi7)JsVb_AM42=_ckxe!LNcyj)5e?`5Bd57AI6yJkTuon@`(h+Q`zpWu(|BM+JETo
zPtaIfX>Unxo5LmMtES9fYu^*FA>+yA*e)E4o-W#45{T{O$`1~`GS&IU@0pkL$9^iK
zzeyFBP(o+c!%L38dn7;Fx8XgbOk7al$GvEh*{nZ*RKH`BeZ2koYDmn#B%YWbx7Zk+
z8P>$q1~pOK?i4*YIMY75Wz9RBGCoJgrsuWbEPxIhALJKbx~SK#Q}<yW$Usk2Z!sxG
z$yEr{m957Px?r~-j){2EeR1-GKb@P-#!=Ah6d+%9YA9YB;pUsB-VE7{X(O?=`QQ;=
zVbb%~2@o<W(|NfvFXb~<{?l^CZZ!eOS>o^}<f9R0AT2ut2DkRkY^~f$-EP>VbIKz$
z1itbuL2)!gD_v%?2vCOvJJ#LF^B6RN2mKz@Rgws+$4*TWu;sO~)}LiGuQig!*rIP1
zJvTz#%Kf|7q@(;;H=(GvMdSF5AWBAuc_qHz*_pA{^@=1iPl3+)hP3crB#sz++ob)B
zo*=r>ILf}bY3P;3V*DrNkeKJ!$;AqN*vmrCsOf}%KZxn(q9!VmF`@FA^RU5cB#$EK
ztX(u!OgOgUZl&lt!k8_$(ffitI=2?Na+vB2Rb*o9?P;!V7dbP&w2iLZHy0KTa7#R~
zDMRg{EKLTGz_d}&(|($pK$%!6V@FDBnZ%jo>hnLV%HkC6;CQO;C-S}O?>lLg;1|EH
zE2dSRsB9RkCq<l#L0VApJsP-G>?Q~{&TFji1aW<ux7Ligyj#yO>wb%8TDWy&TU|fo
z;r_kty=ohm7ZBX`!O#=Nv%(jf=Fl@M%rQ}I#HD@~dyPHHr_M^$fU+!>Ukk+aitm;6
z-A4EG)D2}DFrgb;_(o=>x?C)Cgq$jE3ac!RvmWa|I|LngRCKyFfjLu`-xwRo@uv#k
zFEns)9;POZ-yJJvz1N9^se3ByELpd?ShwNi)pgA7i-Rr(o-ByC-V@N8H$ROv2@nG}
zxL6?^e6iEpF(R}WU6av#{jn?qoHT(n(Nk^6;~RfSKYjAU7{=rv#>@--XD2tsOMq*V
zhC}$php9AM;m07tOzZFaU)jsv4Kc@^JncHJ&nAv{=?V#!Gqbjj`g%itcvM>P!bb$%
z*Y`H9b2q!IcN5UF3}RcvH?32jKB;#F;<(8_X@w(*pdX9QtfLrp`qt-!|ERF7yqFO{
zcR-|1<eOeLGQmZUaA!Ai)M2)5&B8*9ly|%sH<}MdhTxddI!cq_k*|C{P2)@Ej7Adp
zq@n59)@^>z7a=Wb*x^MV?<nQG6G2T2HRV>G{T2blAx9h=diNt`gT6wmoGjl(iaHjx
zbe2_82aV&1-=ox({$-lsE`TG7Ym=6BjO>avX7j;xUsfSw=bre_1gzuKJe5VJ<brO^
z)w3JK-s|KsQH;xI%~&Yxhsn@NI0ZBq!a~6$`#X@6qz+93ZmVQpQT&Ch{6geevIb}&
z#N0>}#s=ci6Ld=n9R7G&?Q52I-V#zK&&U?W&q&WgP;K-P9_q9CV{xxcg1?5%6~vI0
zW|0#AI3>+)U``8bF-x?Qr9Ya%TYuKni=f#%^I|7UuBL`?&#qYxEN)@fR;>Ndz|J=C
zX`V+R<E{IlB{~<vdIVUs*j3>bBK-S&CGa-v$+`}@r+u+`)}Wz#VgBXowtVavobe#*
zK-MUq(&CSBYPKRa!rr)>z9)L+ywOP^H=Bff)l{i@HX+;c@|4XG=xJ|G?<Uwl(pU}0
z6WCYdV89JLo2jOfD^+>fIb(+8+*S(Re;UVD+JOgQ;w&&oaXk0tlvgg@K<KDN=f$9w
z_@yFs&6++NOHmz(4MIT;99M&&LyE>D{u_u>O)3=$N^jCt2Y&~$GD<Ak55J(aGV)~a
z&#`>sH~?!N6;+G|cmh2`AqS6+<-^wQ4=#SB9(p>+3`yReEW;9g8Uv?<3a@jjL-|yS
zDC|)%B4PT@q)qS0lC=Th&AbWBJh&O$xJ<*e4=uc@qN!4!)Cn5+wf+fS*t%P7PJG-_
z!{NR}^nB3S&9q;!aa1m>sFm!$vMG#J>8WLj+tCuxlkE7o<}8HgwJz5@0a2THTp8@~
ziW~&!&;LT~w=DY1hv9BK(W8@pzf#1j;~y{?167+b0$<lK&x-bLwoiHx2Ttz%l~c@p
zzkF;8@V0fUBtR&P**pj{W*%j9SLmM17If3(op+wa1f8*a(STvKxcEq{o|9lYY3H4b
zCI?M~$}(h9{p82?riuFcz8S_(&aik&;ARps=|*Lzct_yx`4C{t)<5v#!bsk7a@#yN
z>Hgj3FJV%<8}FQZOz}4b<Wd*`8L5+pT}sfk2qfMo#;^aNb|5!dX1*;#@!TxQF$I4I
z#gp|~le#iAM<(d49J#&e9CU{hcIh-38mw-hF1b8!QbwXY?xar;Wj|`U-Zl}vkRw;N
z6zQxWK5Q^2KT^@$Png&^R~^#Kq{9_vGtNh+JVZx-ym=6wC!QCr-B)8XB+cr~BNywY
zUhBq%uAL_J2gYo~DmTZP^QEH)--=GlB9Tj+LctvMhGScmEH~g`49}!|H0O#$y{|vM
z_15^UhJsu@z`<^iv1*_bCobyUjvNaiKMSmqHPJAmGZ41%tA!=S<2SmD8rHaNK#wOg
zTb=qpgqDpm*7x}b*vlu6>;5<{1{QbB?R#|#0y+-yTUqIbGF;g<iN2T81jM9K$nqUJ
z;)K$(c2&=5M33z76MHQ&9=h+E(q0AN(TdNT=yaJxUmx(q6meLPT>d~F=Dr>V2=h%;
z>yjR(2`tFgWmk^`+@Wv87#0ynz;Hr)O}I?flVYM7m&MlFWTNBp6nG932)f_qd}W<o
z?D{CY%xR%gP0D5be94OEtv$eIb4-b!l~Mo7!1OOq#;4PGqHdEKBAkbfn9V(f7^ORa
z<8oO=pTggym}}XU`ni5f;^r&}k*=H@t>ZQ+h@RyOkTuAdNTy+j1jtBF(jXfJy$z!y
z%^0`gCgI4YegUpdk6gr|#@R7OH|s4A7r4!BC#xUNMYJu?@czMJA(`xYEc^Zzr@nJk
zty$dvTtgrGg8m;|8=kFC&aY7N;)$M}COeY&zYYm@@&W($lXPL0`s#lM?G@u)zxak{
z2*~`u-VN>cbeKb=73)99d=mZz>gVXA{u2(z%5Q&?`QM%YBf|gR$KwA7TJis<mu6!R
zrE&>R1rM6h@Y17LT0&%Av^Iu@1hOlutxdd|8(g_2gw{UPJwC+v!Nf)8z<z#~hGTOY
zYKmi~?wod;z0aVv7mq|93Liv#Q6Ms4pr+Vd0%VyDX+F&$Iz~^4c?`KKURhO(&Pr7p
z3qAe&jK|VL1|MEyLi=|=_BPE|Z6B4HU9R3*Q}ToBwsKZps0!}Yh}miTl}!+Fif~ZK
zZ-q>Zy^yPmGbrUykEZ^`%TXw6iMD@;CVMyEM`+eAnimJY?rH3F2}L3SJxTXru7~7_
z_c5`HcfV?_JcUrM_y0{*)tmG1n$|AD^V5`v9SDhD-6<M;w`DGU5Gje>DcpZIq!7i-
z!B%Y4`!;p4C4G^QrzWhvCY#N3(}t;kE1-+;Z0^>9CPM#6ApLjzA|y7fEm2blPonnv
ze1FeLO;bzWQJ1;b+IgUvIxEE!C|B2D==$-Qs@xrXGfdmWxX*p%+xRX_%zVp|;yjkC
z6K8eh>E;<gP`+-+;5-pH`s@K&`_7T&sFA9wj%h@_of)A>?1$MP>yVP78lR?MoDo%a
zm73tDfYJMu9;2U^yRDlvcsq@^9@L?!|K8Jz>&6<Lslr9A<r{JVOLiN8leD!6(|le-
zu70Pc5b-ccooEpW3jWO$*H(*6>b8~CXbc}AR{~Ov5(`3dpD$hcyYbUooBHOr_thxO
zf?p!nVx#+>xyMCv>17ID`+<fTn=bbW?jErEEks15Ka324KCM@{L`1Xf=6+th{ufei
zxE7b|OYPDAaOirc9<9ks^d9oMiLRoDbCkY8U5trVv+;=+C%m=&(H3h2gq2sR)kdxi
z)^?g23P4u=MCb@rQKx-668IgR$VETvqUuM@iC5g)jB0J12^ycMu|X@JXUqufA47Zl
zeUF{8@!Arh2bZJ-?}JMs-=ziJYoqCACp+yQL@O|u-r|vff7cFx+=+3kvfjU^PX>eh
z%>l*LM$$6+K`%~AfTSCO>8&g@Uilp!gR>1;%qt9s>}|Ahw&z?*XaqEL+R5k8PIQ^7
z4SCA91`*3v?5wLb^2%voZk_UpmoBR4EK!JgNEdf7H|dk&8%g|+_5``2p(9&APWFfu
z70+Xy&@rK-z1^Rj`|m~Nzhu%E{Y=l+eI}Akl<iVds7DKNor8O#Q|syP8GFHg;f}N%
z#qJ(V`CLK7eDqoOab%nKOj81t)~ix@jo(M|(PbvMDdfp}SK-@HFXCFWu2;Fyz~5|%
zOWtIR1g7QD(NDUA5((4dSAN{tz*wJV1<s6WSC}p4+6#!ua3h($d54Dt#bMFSojpAG
zLeV1pb`D?p=@|{|%_(qc@2jxI*L*#Om<<w?zMmSgACt;|m6l+q5Q-JaW$kbj?p}L0
z6Mtuc4~K)BYxa2k8g9sN+{z`#*1TCXsT^SYC@kUu4dNj}d2y{f<j>Ax71X$Gj3&Aq
z_7|Wnv*|DH(e7&bxf1oHN$LIu4JGvM8qiDj`d;KBdgxeQ{>dP`oATK(84_m|HKMmd
zZ`xWtSpWj|TT9J@F#wx)XdX<Sf(4X%pB}xihJNcemHl=|#!KW8i0Q$>9lY7y#9Q;W
zr!F`uXxbR`j#L;fb!v9dOx5_3Je+7%K=fEZkEfmI@mc8R?^|LY$Xm1q!Cz%=Yh_GD
z9@8Hf7~)Lj<N$x=g^;jgEw0mvS#<%5d)k^!_Z!EjdAXgt*2*O#7Cl7?Ldz@EHMRbH
z_WTLKVpypwzO>IVfWo>izvb;O=RY-M#b)%KwBeB$M-tZORV5Ri@L&SP6qE`(tQN*Y
z4xf|&vUY0BvGRoMmO`;?NSh-h{U=;=cnyy4{+`x*;t2-)AW~;6O5kS>dHv+NT`2~P
zCz!ap&ZE+s&dh$^bkbi`0-$790u8lLRr80<cW^{+$Ve2M_%OP?Zb!Yh3~-<RLaEY1
z{iJdn?<>~%IvkDyA|<kYds{IGi;DWyKOhEGh1>f=eh{r6xgF9T&T`n!BJWaJei2q!
zKC3_Op);?&-r_4C1PmRb!gSyumNz4^!^PFc9=}H{`;u+YSp0vyK5S%LErQHcZ}%b<
z&OKB}*^5ixw%^29d}TFsL~(CZ-?ui#h+^DY>uozfRbb7@3e8cMUznxY@p#0V%wsDa
zLcqD?C1`63<-2KS&CNZup13dbKa56VY|PCeK#zcsla_4%G*i%E>t!EeDGRSIiHAuN
z=<;Yp*t-R$5vem=cQ^h{4g?F4q-b1QP;0`yhZQQyp4)RUK7lBc9+ZWQsC~O^Qnzn%
zwP!H-StX}KLl$9QaVwfe-_b+ypGNW@-+XJQPD%diC#JQv_O;ocAX%erZPtr7dH0c|
z^CjX}0il=al06u``MY5xEHp)I5EP#N8p{VDwQ4o8x_<FA{tzTz`dh@4^#=s~m^>p`
z@A`=|W8OM6eQfpTzD_1u?OXD>R9)$N`Zi#22=u!3l%8#SDUfyjp|@~3bEtYjh6{#|
zQW=+8<M5GTkjH1~Og>j%(vH|4=?>w5$#?zQqhU%8V)XDRnCi3HRr3u#ic;1*fczx6
z_WtHonW$uZOkLWF`BtzgJXKJ1)&}vz!y&^Lq%1Z4jxNUgE&a^Sp{_Jpp;U9mLMNqJ
z&QD^xkp~4^n|S8H^V^1%JX~E`)7MCPlAa%t*afY;vyNu;_}fK$S3+j0G6)*eVWovS
z=mYL8v$q!TTi9l|416#=jgwfgIh%OOl<CHD11qgpioMrJA=$Fe(KQ`YX;NZ@97UfL
zsh*$~8|{<!prX~N>S&^#)5B7r?M6vF8FGAAGO5XczFMrc6uT#-IhU6#%TU=)*NrZh
zb?*0Yp^uNd#2Gz3ZXU?bEARBEioPOrh+W=~`^OvIKvEU1y`bEqeVIS4eH^!Am{5Ci
zSTAfs+KAWR=&zchq3GmxZEGrR(>|b*mGJ?U?&<Om14I^GNpGNrKW)AK2E?BKo~v+V
zq#WBzoU2egdo3?!@+0gZBpJa&Ugzw4gne4I88@Y<@#$M@ZlL8Ypi-0`uly{p;%9tU
z-2ENKpwZ=ZUxipI^(DcVZsqOyc$EO~$3NoqXCAX>D{(zA=GnlL7<aFy^Mzj|+LM7>
zvp#O*RzLCC0yh_wUwg4dWDoSv8Akm&Xn%$F?tVc5?Vz8sFD_4KB?q|4ag%(D;Jkl6
z)yHFi+?(VSRHd1^|29(Li+0Gm_NfoskN5oQ4CG#^1c{7A*OlEGACB`P0j%Bi{4wF5
zpg>g`<k;=l9ff@a-+hg!jJI<w!Y>rh|J91n!9f++!s-~kj+ZBDjjxGnKahWXM%NV1
zLZETZZLQS$5zq+n@6Kb(|M~OhoKFkr&&C=8p{?QQ!uvf&(2Q8%dUJ89EAo0(siDYd
z{qHG4e!ZgP<5RF5kf%I?1IDF2?_-S4w6F#3+H;tS6Nqk_RK6!}m`HnSog!rLPxS0o
z#%f$KRQCf#p1NhS_G}1K)UxH5<hGwCmp^aP)0nj1zHzUfezZ?EqTP40=T2oEJ^JL>
zJPc6kJv&nRJhELBi7)G|kX)xBmM^eS2mHjw8OnhT^$e#a7)vdkQmG-ZhL<C*>o19~
z<uerGB_Omh8MSTr%Pjc<OilMEJ!8M$ud<|%z{m6-^Y!|R*R<c<4*OJ~`7*4=Gx}eF
z?xstJky$NvVHbGe>^7S1trX}u36EHz6pZ*OF(O0^68FeZ<%=iP)c)vJCvWPXx#*S;
zX&x*%N^Va;qX@Wn{@+SC6hBki>(=SeR`XxTVZ>3<ygunj_?A|6P%x~SCs#4UV@S}Y
zt3SOTeQ;VgZbm&;H6*nD^n^1parEZ8L)e!_ZpQmG=aKlcef{&kk_hfC;fCof7ocfd
zx3<3W$lQ0BPd^*o+Pnk2rA3w;j3kR4C*KGpLQig9{q23atgCo>T|5ko9x#HPTgT?H
zF(tpY=53(vuI{%&eF<X=iJ^J#{D`{_jG+Xrl=V(yc2k`PQUqUCs~!k{AA-4Ug+>4>
zWSWHcSwwR+z+!F49xMWHHt$7r{Qk6{@2a!*^!J<Q6A^0KEY;#O(9eLsktZsi)=-Kw
zmtq@X#x>6PNx7?QVlr0kt@iBMBhroR-+iETYcrqFJnEX8ns*8-+Xt+CU?W&@?0-aW
z(zB%KV0}E*(~<QxVPUbiX4eUROEN=|-~AEh^+>?WI(yVTpRd@F+0}DEJ7B2)QBw^*
zBrio{l~Thpj}yo1p}pQn$PFRraKzvVIb(F}FRuJ9vs8UjpeEAAu;pibHseofJgwh{
z2L0&sdN)+`tjDYTxUDp@Je8h}VUxF1VMl0p!kwUTZ;&`NO&sBN6;>yjI*zDH+OZz2
z!j+l+t7vXRQF2cOV3^O&;A^Aq0~wf{9`?~VXv~bc9`@PjKS@@f?3qMQPOY9cET$J<
zc4t=*g&{mtLElySwdbGO(mx(26Rd|`_orY+S3$RR>nnmMld!FE0ogICaC*tUpXI;0
zU~nlt0!?hYXFDuXwyF<j-y+SJsoQ_8@-U^}n&p0tAF}yS=5Ipy#*DEDB*G|((a?lE
ze!!F2Z1BXFS9SyYy<rWl|1_P|TrQO6B^mXcg%Of@KK{@6DOJ_#t2CF`4v3Agxc>fD
zAzCI#wPLE`fephe-(CnR=1kmX2w)=Y#~uc>gYBh?THbguWI*nuBz0q}7A$a^M>P!$
zR@P@!*RM@+os*NE&Li~2bMQp7g6xS!&?5xs?if%}Yk6SEet*?nsfTmftQPBQThh(P
z@6wQ7M>3k1`>pIsCq8T->H|`1HiKOc_2_$(8>p+lBr+s!j_Yk%6IL5_N1%u>d$Z<<
z7+8g&0^Xqwf_!2nQ~}{&XMU>*OM^qMnF9@<s1`4>O_2I(tGg5fH!L`V>mZMi9W6K4
z**h`Kv`j(A$xC?nOU>mE(~HyFBL2fO@jlLIh9}$a=hwh7z_fDG%Cp}KuM2E($u*_$
z@uY^Qw#^Dg>HzG}(=Y^P+G7jcw2*d~ot*rLE4BWpJyuLM@5ZtAa4cG3Dx!@+JT5Bt
z=<2Sj3LiV|&RI?uSI5jeyHT!F#=^wLOy_q2Lz<VOEjVah)~(DNJuLLLXw&#OErQL(
z-ur%L%FHI!NnVS?bnx2~;r%s+g^HN?UZ{@+zZFMG!d*&KqG61wizh*bK#yrDd(r9*
z{pK}-%t)aP_W^0?dIrB(h&kYt`ATpgBT;tRCquDKG_XtsZNQT~jlUv+B1ir*C<1SU
ztxr?GE0L0Zy@?~L?zhR0+T<?H;Q`P7fZ<cFi8MR&PQD6O$TPo45zT%tBdC7V15<lu
zYR`1<yq(NZpTF4|cftJLK+KxER6siZPF~Ze5pWkgg}fx>Ln6*0@0{+TFO+drlt5+)
zV+*P_A-<t(HVQ&okl{#})Eh1?Np918tiNJ)V_06iCy9*^D0%zT^FdyWJyLs1?Y6__
ziw;cfd7l+7F`eW{`8scoBkBZx$<6@M!w0~hgZ>N!M813VibUX;;smkU?GNPqHLu{u
z@o@%X<Z}!p@n!^ezrDJBNGbcMky1dE$Rq_#<5b82@PpGfA0N(hJ_U2Gtxj~~+U4;*
zKewSl1nqR=b<0K${fLL9+(yB=x^8ysELc3t@Ek7{wEaVrFRLrkDbnxhO)n#FVjmsb
z>i9UHfiTr}Ls45@esTnuqj!sy-ftP>G_IY9SSq+EyG$!g9Q{&8D-j?*A@BeOCf|Fy
zlW{<2#T(6&xPE5PWUjNC4b~My4eu+W27TCZy}Vp-Y<uK~g7Ijywr<n7zA^+O%?*s)
z@oY5~0;_+KK`fD2o2&dksf?J=UQCqtjUPw@oCYsA7L00C=<193E)T5=F?D6#P@CkP
z27T<^4!VKQW;;Nv`kZl;7FwxxIx72%<+TbZre@{N?)cFs^z;Khq0`Qe<V1)9y7z?H
zaexHzdweY;E^)*yoYb2;I8;G-cI>QMsBhm-um|86drJ^tD@#-AKDJ$SL3!rbX_Kg;
z_la6Kq&I}}v`-_W(7=?o?;E@VB9~O6oELA}I-B)?jmaSL0Uyw_(F~VEEL+~h8w1DK
z2sMiOvE_4Z?m|!4fhB}v&p{7^nS(&%-h`l()<!y5w_18$w#}8_dWM7kLPwUX@w6+*
zrchjaB<vt9k&ijy`VmKmm4N29KS_`|stAeldEmE)*-n0-^c&nf*`XYu=N_eDH6I7A
z7s{xjiO@_%l16a#fEhvgQ@j#~MM5eb)E9}^?Z34EUNfn$P1u#_%x_=K*enlaifjPB
z2Dqp-y&GTgfpk@)YJ9P)L62l~O<V$3nlO9*Mq2>AdT|E>R-D9r#B{HPtdHMi$P88<
z*^;(G5R(R_kJi3i`Wn1fRi$G1(Z(O|7jqq*-+sBlHFjtZ2hZ?&*A*Yb4?6PhT}cUd
zm?OgRj}D|%Yl7-}9etD+;x%UZZA}ElW{XGOE!T4vVTBu$T1;w}m?F}cDA`MC5l46Q
zPk7b1;9-D$MyT)(%E{=0rGc(hXi``IvC*0wZn@-M<km%$SHGSs=9gl?%NccF{G4j-
zxPlZq7miJ{2SC$>Rmh)iTsTmoC5Lbuaq-u?7D6+G04Cf4kSSbe^{g3zcr7Q8FG{z%
zvxAOJ;bMl|m&BaiA87K+BgTVgAt1iBuD80XZ4q;9F)S~^)&x71qy`s9KMSeWFfsoh
zt5jI$&oK|NM=6)MOf9zB<u9S|@KYUr1fA{_R*g=*{lX_CZ&9|_nOs#*&ZY1~eY&uW
zVTEFi>c;<KxKmw_l<BFdlZShkSAh#4jPBBO#cC1W$WsIBUuWLV49=ar`r;0oOz9wK
zq2+k)5ui!3J}3}>cmM#9gvmUUb*YG5$~ZCRkmwBELM$r?687^NNN<uAbwENMR6MZ`
z_}g4R@i_AjBTBSxr4=4M5W42w*GVbkyn%x!T*e5}ZuDFG7p--Y&#WtonjeOrdDs}m
zLid`$Q7d#rI#;0Otdl6dBnCmkA?UfMVE^HX$B^eE^VuMnnNM8Rux-2-Asn@|MAg@~
zGI3Ady?MfP+JRLEObh+4ivM}?Bn=XX{VT4>wMksT65}`c4#X$E^)KuNPcYlH7203+
z-0<XYI581K!`wPS68{xvk|t*DAn>hWJAUKf5_Q1%iHELVx5D}HQtQN}J?JL%4;!J$
zvA-ukiQ$AOKR8-^_J5?31wOB6Z~3OZ$173tsTNC<PxE4oA!7c^?OwRw_oT>Yh6u?V
z5JBln|Ihv*WTGDNo30vMNNyvm?ULO+cM?{feIvBcb1K1(C2G&V8YuNEzYDdi49Hbm
zUgjR2Ez9PuKhS0W7|#4F$l@C+XU!&KT#i%YALwI(Kh}3`M3nbc9Djw29sUKyg(6-V
z62gSG+U_1#L~MSh`p%#e_u`i<3w(Q9OtG?;Zcc*X0QDlp^7-#92ITOrTf#>KD7vR`
z5O(1T##S34<5mywsD7Oq5Nb_WJ%#UiK`gW0i>{?f)K(8(&74uMkX7zi&$MSf-hEnc
zs=nwC#-uJ>3C7Cm=oM_iz64GEcgD16-ufM;RpJ3_N9oPZ7;$MRUW=348{gKoR1fz2
z(cqVbf3dZLP0=LMri3&2&d_sLmgewZ=8<q*hM=XN)Znpv2KG=~j<s4s=j5_JeK;?)
z%)&mJ12XFIV{b$?PkAmhenEai=78rm8XPd*V82$<ePA)1Wq7s_Gc5?>qY@2PTRG?+
z@4Nb$*9>HFrwM8_xDGzFWwgPnJ^>oe%f@}%oBhJy?)v(ZG<TT_iWbglb&~GW8D@hQ
zhsEv3BS7881xNb1U#BQnmBgS}tbNrzfY|iOd-EFEnW`b`d!jgVW)?eIaG8C&_!Z#O
zsL-^}+h^(b#PP0$)jobi5(@D<OgAS|{KLZ(47jfP%dzoOhVv0flypaR)b1gZLns<c
z=ny(iE!@Hb_93--8n*LoU`xN_VP7kb3KXon0^}O1jXf+=X+1VEQs?Nj7H90H@%m3E
zkxW(a*<LIc;5}AEzFE+H?Jd@o@u<N={V?CGXOHQ(w7zv}Aai}dk3AR>;};Tw5pK3s
z4w`+HKchK}Vt+(`*X-0qd7$DXqW$6*H}!sWKq3gpzxOs`NXgV46Q4XU5f3{9m9J2)
z-$N7mI~Q)}H_~Y<uO|GU@uz^IOR6f{a??W<)8;L8!xOCLfuV8?od<d{q!0c>M|bIY
z(9IwOgRTOv#K#SyNsco=Z!F5SddNGS=Jr$sL@pO;I-svjuLbh2jlbX&o~Md$WXF=B
z2IR<;6l-ND><qN0JuOYw2fw#Ay>*7+ojD60?>=ltAIW*}XkuH@Y)(I(Nzgs9#aki7
z*4|1HhOrXZ-99_Wk0KeD3kcp{Y&)DqZp=p9b;QR$9D(dT#oZ<R9=Z^4#G1^VB#Idk
zI|Jm4A5N*(q}Ki(8T2hvDhv#_&iSfge{*l0_4=b==1u2p2OTx1M$USyj=D+7*VEGM
zMwuWyozZ8=^*biD0kT`%!u?u$z&z8Y`0=$dY}J4uvA>t|;0rqSA8+!^?|M&e>O>P+
zE3x8T4+lAiO3{UC#Tfo?{C?ZW#=ZFz6JzvMjXv)<Y!m$p%=d-w?OE`KRwdm>jWe^~
zScWN0ac@o{R&Jm2aIl;*1b)|_qaNlZLY~sJ4J>nC0H4gvYY&$kzX>&%zkVf!tRn}W
zp=@x2?pXT$VsN|vi1+A5HO`pfadhQ%a{v#A9nx%AbHCs~Fwz>W1dg`YJ@#45Gn8Ue
zy_@r;@O@y?Uh+i^iLzCMZuB`el}1k0SZ&$mJ~a@ku(w1v9yflNFz^L#@Get%#jZB-
zhE7MJ)QArDWZk6L#2pQvGMW&R67(otVVT?rqBmK4JT_O|oKF&INw^X>Zy<O$e-yGO
z7uBN2mbud(80t+s0Y>?_mh)b%M>MCM&isU@(>$WRyU4u#t3`pa8k&K?JQ6KPT{u&F
zy5)1&{!_x9tv!2skDvkkWo+Lky9JAJvEb)At)8zfhmH36b|@{1r?U$BRp*iModi~`
z7+vu2ZNmfqOG4NM1<gCh>{vv_U2hHfe!oj(p`xkkC!_(Ot8`0OU^;9sSCRHbG58J;
zatYd6E%TE1d7@ypY$a?U6q)1sg?)vMO-)Dj24KQVToZP4korZ?BOLrF5-(SpfPu-=
ziDaw@W+rP8yy?Kq^VJ#6zg{-O;KMb+GTHUh@A%Wfu&?G54{1Q*-rHW*o9ULm_FpbE
zM9q@_mN`3TWIy2-3pvYG_dWj>^kCwZknojyk!-+R>ib*3QQz9P^+|=C`+ELtD^stx
zR{Rt8(sTkJr&O;?CCre&5P9jV&`8CG7~`hV2jdXK1qUbQP9+WbK~75jqAkH5ET#nr
zSvH;+T;2I)UoN$z%s%iA?_BH@higsc=a<=gI@_x-=o7z&&tE)mhg<$$1$!ucs7<6?
z0t{(hrE>4*a||p~NcM?w#q{02M4_@(riy^L_Z+>+BH-g6Gh(<JeUIt8=(ml4gonGU
zu*|10cPJ&S;R=x*nW$1M9dwI%{-k?HuuMV?A8h3Ci-1!KT*EI;gzkNfFLwinoTBL}
z{RvrsXqZseOd2jllR|KF&0ipVHnjT<?WpvOmWF4K|2K{`oNbF%^O?JuZg_XLagKLe
zH=)x&h#ER$H0^oJ+TF@vMS65esl%Ro-Oy-$8Lc9CW$xD@&U6JJn2U}zJf7Ar(<a)w
zjd72-=Hxs69Qu_b(@57Wmzv^J?hT&n*ZTu2s04T`Xy{9WgwsG{=fPI|++Z<GjCc$D
zo|^Du?QH_6?&{C`mvhHC<&`00dgG~_;x+*&A`ia%$oTt-(vd;s!OtQOazDBz1dEFD
zvkyly*nfdMuM9skrG*I2eg4v~M4S1Yfq{nhRq6dDQ+@DlkT$tjS(_dw)9bFFUEEb;
z75X;^5`~jW=CW@R@)>BnkQ{zZ{+0eJ^4^1L%>rE_%bK>mfbla79SfaCv;~`EBxb!9
z7qEqueS0mXX@?c^r3vnrjg?Fzii|6#z{9ynp{eT4p09=275?~Dd-5LJbUrl{=dq>N
zXmUhBHco72T}Ngu^63O}<Qo0$bnajM$TP(@=O8-ZL~{R=rhz*m=k+?Ock=infR*4o
z-F=Hx-zj`>D4Yn7NbyN(aBu=_#iHTf6I)2+Tj|AzqfXkki-f3xZOIS*`Px@BZv6tH
zhWqdsmv%Rq(_XCiU!`B`y&1!VQD}h;LJA0eRZ{O<NO3L>X<9Vd=ny3ot(@Fr3DnzR
zFGOM07L_8`p?48`m1aS-{JKlR;2X2p>{F67=38bOW>BemY*an}AQ-%kfPQqUNLp#r
zl`0|?)akaaIxeU#Yu><Yu)j-fukYxT+HCVm_m%1fV10u-CUMGrz&?8#-#QQ{CD=Up
zun;Odb?kIn+=?=omJ!iLHSoj{yvZUptL|OB)$x+na-z^cU(q!qLiW>naC&yTZ;6+)
zvWTYPL+&s=;ybExe;yA&jzEe*5ICqd%j>3d-B+*1wpXYXXZw7^2tQoG7WX;imbFpD
zM)chFkVe3bRU9LFQ)!HoZTH`&38Qak6g)nwFqoh3q%!$a^(~A02mOAR{x|?3Lwjwq
zd&1;<x4~%`wcJZsySgnlVh9r|SPZ}*x1(+tY_s1kF0CQ^QXh9mIoF@xA!&n(Gji*z
zA#&G$g3mXLXT-3vlg3?9q=32GIV;U`1->WV^I|vI8eJP{fpp{kzU1Dk5RSckZ824^
zHWK+GgFqaYu<7^U<CeI1MX0Y-fet78bMacf*ZKO6JB9gUo;%Ow_~Y5VI|gyut2))N
z@2=j}us1R&7pA+Y_Avu2T}`4ZgMd34q6H_m7x*`(z|j2_T6H{`J$@aTcW;GU>>sP+
zKHd{4r>i%S5P<z-pOR?dF-o}L0l?gD@cMCCg4)}oHEqe93~+y!W?6M$(RxC$c4O!}
zn486J+IfQYZTki7CAgIkfPh~mT!~z{h+L0E&rlsk@w=Nx#3B*uj|^OB#iYP-TY;tN
zmlZ#br!*4k<lq<tYfHS4KnN?G*1c+Wnct}k*iWkW*ccZIx>UY)zCbXXJt8!3%Zar(
z4wEYp?8)T^>Lr7q+`K-{hE<2wG#{EcX8+}tG1{FFd=DDrMr-JlzvS*+D~Pj&9R0|~
zhuuisTL`Rw&kQU>*mYJDbUu#mDV_knuoowSUkW?A=brR>ce`4O@J9mE<~eKh`>$9g
ze14uZTxFt;Uej>~6S`LzO<4jRvQQev)1{L*nlA4)NOqrc+?c9eD_cs=%X1W3VzCXv
zp@;AOVSM~&VKaO#{jP628jrMc7Y?>s8v?SI`oI3<?C5zE_-+)ehm?Jj&W`Kw-i)r(
z@15XA?TbRBdt}Im$7;hEy-^g8c-96dT7=hc4W4uN^)a39s3sTHji|0Zl3s`)xTJ{H
z1*q^@**{kxD~1FD+6-y_xq8K8Ns@@sO(oj%p{m-zve|XKB<_kS<H5H>yS?O%5t(>F
zt)is=G#ax&qsrF5HzKO89^m<93%!Zv0jMq<T}*OtN5<+-Rk?z8E>7=)WjG;^chN(o
zJRL2orEX;@FS83LE9iirRvu!TR^G9vD_5nATN9mQp_hae$&}O`lmG4hwNV=0>Am=*
z_NsmC?>kz!CWoo3wc6mzitK;GzfPu(scUNXuI8l~qkX*_B9du02-S1pf-fE$KX7Hh
z4ag;Vyw}3Z{expGzI?=2eSc&7{pxrLzW!gqk`UO{*F;d|8R^Dne6v48WT&V~)3LS>
zRHkKe3zqEu!8$9i)-{Ysxir~es>E=s)U5v>x?C9aE2Ju^*ZeW6z%`)Gf;Bh5o_}~4
z?CcoEQN2un%plH3d=F$oRmef<cG>6r_DVG1y);;V5r+S--bzTN^m+8d<uP<}K0<rZ
z)%83s`diq?H}h$zK}1Ozi!7-|jwydKiDfaVZWEsNPFnscCVTvuILs+Yt#JcbOVH#(
zjsNh_1sfO>y6j7{jn;f$x~JI|zLbt;>=2w>2QmDB(x-J{S4xPa{AZ#n&ny{!7`lt;
z0a)y}CGsw@=Ur||y*gk;<{WYkUeUY3dtXmk-&94oTEjT@ss5ij$E=?zntug$p|>9s
zFV8_SgmagaAeMeMa3bR1I7dEwjh;g^)~}b1W&qeY=<`aE;U_2$@!>XaYyLk1`|(;S
z5Ux2jSC1|RFmqlPLPQNXwDnw2i~s61LTye>*5lQNZyUWd2)*$c-89AaFD6TjXbGZ<
zoZm71+f5W|=!S&GH98)2K7x$Mba4=cr{x4h<ObWD(6P7v@0C;qk+jPhHg{2C40zyc
z+{aY^Q@SRk@WQ?IE<5_kgx8V$c1E8K{2HnkXzVgt<E6yqUjhH#hNCT$!qq5!1Vlti
zBENa?1R4AvgYbJ+Y}BBa5$APxPCuaE{r1z}d2`YhG+fR%IyXy%T$D@5lH_l0dM3xp
zQ(p{lz*8omDvJ1#T!+_|=~*YklR?!KVy&Cp7$r^tknTfS5py4C=cd?52oGiGHFb_Y
z+lvEAIE!p?aZ{u8MMZ!5GTb;#v2vIb+S&Yf((+XjYMily<}OaE-j4t8%Kbz6|E#6^
zGZSw*YF%p|Upoi_jX<V%_ITlvP=9jx|K<qDM-XoP^s;0$I~@Oa*`4YCb}8PwUqBYB
zN&F@jd7VZJa#D$RreO4Pgv03D3AV!6@UF$V6p;nD3OegG<wSz9jlS8j%4ipQJ}Adl
zf;QCyj5r!YqMduui$4kcojl7edCeuGrjMR;UuMtp3E1E#c1CF+^Awh6{Otn(+pX4j
z&4=}A_ZL(qD&?0B>E(f)S=R-s4gx^1t}?pbnbPvC+OYbo$>QF${&U<K^SKJ~k`Q)y
zkDshB8gQPcMB8AA=_Rh$KV(Tz{RHwHAu>MtfeTSRzjiS=x^p%d_<AOwoB*ucp)Y9S
zLR$ZxZ2^ye;Q8%Q{t_cw^83sZXncOV9yI=CThu~tNiDBFcEY)bcl&`3zKu^%g2Q+z
z(~##Xsnl#-k*2Kq58*7~-GzWj%#oMY!Mp!xL}+}v+H>@`4N%!=d7R<R&Ql_Rh!Mkf
zWQOQN8qH;Nx<5&av_HtLFIr?N$a=PoA&=Zg`Mz8%{3eSv_i=b3IVN2X{E+<z$Wc=R
zTEVJ8Ku+MSW<1-eG&8TsL8-E4Z@Z*BMiF@HKJ)Gw!0d=1i3@?BYw&B2I2|`+a!x+}
z9l<YP<k|LdXbq@MF=JZ{uyrxKw3+`j{o3z$wlm7X<N3P-3D)k2lmJ@$%?4)E@Pj>;
zA`8fO1Fs|7$7XAZu+c||J*kvl?{86VFSb}=|C{?wD5~P!C|Te6TCzER<&!x7lR5pt
zV@(iuNft$ob|SA8NmAGy$mZC~haJ0JBD^$$53jvGqgKk|7VC!k?{TJNAXp*S%N>X1
zsX8?#PlW4AX?1?hV$pSUv8rX1wcVOoMq@JK+T+=%+&|<6&^>J0^`%GY+?3EX90@7L
z&9dCA*}C&kcN$vlV9ji8Yt-2i-Ytpkdfn73HraAR`Z5DZB6G9HzE}(6jy#zy73&|C
za3J`_kB#t(fLI)XmfgS0y-jIFuE>zB$u7B)GK9qgOdEUKTf?{fbcVN0A+R7Ow@Nq8
zT99>FmROd7`PKpHoSI`g#l-W}m~#fZ3zR`)`XyIwISVtj-WLmp*W<?3eTgSQfOI!t
zJ1EMq;7V#-=j~g@c;8`JlhH@7tQx%ILF2yZ$FUgvgY>(o3yj-do<hUpR+Xw5dYG6y
zDyal?c$0C5v)CTf917}Vv42R?#|L@k@p9!1(%wTf8{-ne<z`1K?$^0~1zy<4k)v(5
zL%(en*SzBT^o2st7wpYcarOC^vT|uQt~y5sGCF1Dub0GBG@Q@$dwkncf0ExhhV?rh
zsaSBje#X6e-ZY7EShxain{s)4ce4PZD-da$<SOcT>pJJQIKqv=kZoaHtjO{aaLsGT
zn*Ml*jzKZQzg^`4>re-nodUHnja!gk4Ck8Fx7M}Hct0j~$*{7_mq!Sj&zpgb>w~Oo
z;xZI(uMxj29TVM2`Fd=9Nd*}Op0&`GyMnyx>^F%5C74aZJTcC;ed7Gaa)%p!6V~in
z=!jh5@M8^H45}dCpwIQU2w|(ac=9VuBG(^X1w7Y&;__NWWv^fzTN=h>%<d+Ee`KOC
zB=`c}I`)H%TgdOd;$l#Bqtczvs2tL2+y*u9nm=*79-9!1w}d>JSDju{@@pVegTsqd
z+J>|plWuyG#;ZMM5NX792Q_}Xuf}GL{FG?xsACDLiG38Ry6>dCRMxbhwR5}QgRuHY
zq+3HX`gy>*JxkrzI!}vGCgDFujkOo$EI=-5Yl<`9OR1l373Mdj<{*fkh)%N^(i1PE
z<5l*@k()i)MG?2^s@`W8XWJ_h(SGxOd-O?Yk5EJxe2BAM>1LvGhZME_lude<T61}2
zJ*OLHKQfsFwpdzYk<DvOw<H*&V|JkB5O0hX!wlR4`IVajFTzH$Tf_5KOiZ5u;Eicp
zJGgHR_pvuZBH<)gR8hXbbRjGL%W}_DeCQoiUI~>Yt^7yfnrj<)!rfP5=MKC9sXC-{
zTMT0T?v2AE(^+hpR@+dXF>G^oW-tyM2PutKw`QDen)p5@A!Z|~oE?fhwl;f_tB5_m
zi=9Oky}mXfSW1!}uTZ$Th{|$o@BouK`_?8EM7Z-<J}yP?W8N+64&6%#RWIFBMdfDq
zFBKU5tu+KXrIG$J?q>m8?4{<?E%C(lqEl}6oxC;h-q&<%@)@^SvQMp@yO**UGaUI@
zj@onV8&l%M&kysp9#U(-$6Hfw%Mv;RW(ZFyO`N9Kh)(rXhFz|e2mE3Xx5j8n9ZZV#
zo5?24HTP9UotfatxZ0$lAfxOZYr7G>sC+VLaX;PP09)iZze)0|N$+(oHmUN=DxowS
z#7eVI6SEf`)~JFq9y3Z<PH<3~eK=H(6t`I`dp83-hiT8b-<bKru1&V@c>~G>a@XCV
z4fj@GM-&hJb!LHKJ{QpTg2VYWy0r!&*4sJk2wNgI1XE&9SF*dtWHP@hEgOroV^DNk
z3qDln`PA1^T}?X6x?{2%d9xVlGa7WgW{XQC#F;uPZn3y9Q)36t8N6By_mRX?L#U$n
znUtMvNk}C5A@eH9k1Gzvk2|pmr1cY-foofyWo(@MGkp3eXeQF%XylP2poA6Z7!t0O
zJJ@EpIGP@;Q|@C@6W5;l-c@9-xwX@-Jt^G{LUia@)1&W6Yg)+*1djyZ{<=A_<rl_H
z_ufJLWbjtO=EGZ!zlmShSv(Os>7w(7(y1MLuw<$Bwyh(62eH`YewvIIG}(CD<XBGr
z`|tY<+}DT0zpT#E-Jytw2tTX)7#vJb@zbvk%}NeDO2uS~c{a8adN9N3sXZ}h3$Qe_
zw(n}my<v#HTu(cNh63Tg#MOHA#X{8(ur{u}vEld@BE2DwD$bCau%8eCQ*tkXJqRWZ
zzi?_WY%e;3#dPD&{OGI=`_S}h;&mmF9V5GN<of~!=c{&&=9!h2Cew%SZWpZyt@f>{
z?<drHu!y^tB$NW#4rZH5dP$dM$8m7e`Go_T;MLB}7!OwF-%rh26~>WB+qjTj!v4yF
z$A&=TSDgW)<qL3f5;>pLKd`FR1j)Aeywawa9q3bmgNk1shJjFN<%r&VJlv8iT;U0N
zJ_8&Y%lJDn+B}P)iwMY$N7rgS(<y2*Qx{E3WW5;M8j7Rp+I<W5HU&Gotr>1UuWEcu
ziO++ccajaB2-*w~i1m%X%GBrMt0ZW~$biDn@JJvJHBU~$7|l#OG`NME|IvqVW<n$5
zG6>NG<@$IyICxuPS7ceY|CwkzU-cyPe3Zcv@a9gc0@fCIEHFR9O{UM8AZsfHNp9b@
zEqa)f)lAGJF%(CTb0r3#@B?qqSH|ze7Zr8S>%BQDE5I-Lxy)kr94B8M6w^LT89=jF
z5O@rFv-o~A|ADoA=kn7XSw&R$9->J>b<0f6>0r?z(}Ii=`D$5!pgYj8SVeamb*ZV`
zXXO5lW4zXTSoxC7B?uC;U~Xa7&7RRI#tC_{>Q}7p#c&0Y9Imudx}VG1VBVD@@q@-R
zmQVt{Ot22+#wjpCL&#ZN8{5A~e=y<@9-1vt8W?XdnhWatFDNPL2Uel4a1l5M4Wk#A
z5c~Ok;k>GGa#^qzy)Z$IjU-w0zdKPYe>89a9W=cKblZhvR&{T6)a)>cT#0ra`B_!R
z-7#&0H2;i*m+^~11LPEmbh{#Nu3%7>BR#Hb`A@NmG|Xg1l(9?7<w0*r>QB-+RE*wy
zOg?gxa!Jw@)UCep_$t^ICWbQ7)5}*5PDvnkCPF=#5GJb>JM<6@y1+a*e03K<!nx4Q
z#TQWG1RR*R>CcV#f7rK{YpJ|AGrz3korRD^XB6~P08A}-I-7*{oe(TK<R+4I%V&>Q
zggmJB;>L{?u~E$NEo^XYW4hE9SKsTbIH<b4W?DFVT4=p%`n4||w?Ro{K}0<9-mH+p
zl_|qUEl82Ov)zPr9uwdQ30wN5)S6|d3%E3@-*c-+si-)zTjp=fa*L9;O`@n)Y^)BZ
zVB$zs4<**%|G3(H%^8e=a1{qn_T~+xJUIvou{IFqu^h|3$ypJ)2kl&m?5qMyHli^z
zslLBa4vX_nBMpW2=_6h81nn5xkg?CF$}h5GFV_|=I!sRnaoky###HodlsrUL*RB7C
z1x!q?6D8IZAjre^^x~TW1tNzB<m%M#{n!t?OEx(D4_;rPJo6J<wbi7`3K=qfZI&$U
z|JDLT#SKNuf1R${a>lPcm1;8j@V%8#hx1}|vzU|zU@+Bd)HR7do7>-wO<>gS&2VPt
zV!|gi2NZA~PmLuk?e=U~ExI1OVXct0ye;1=oM&5QGh1_20I1AzJ=Z@jbHP$-ygLn<
zi9IkO<6yY3>DQ!$&KI;flmj|9+cX3qI9<q6Z+YGvC&{}(@Lg&UH3OOOVetjZvP%2C
zuM=`38c%AvGKWmqL7x%h#%-AFlEDX9ANSC*;n1SFr`aNBR(9tRhc;szU)_;|DewI%
zx(dym%3nEaSLNJ65?S<E1<SKP4un|(sj4kS{=JPHjK|uI&Ub?Suy&;nb(jF`+53tt
z$&Q9Z;UnK{KJnSi{zXQ20p;1LGoM}7Z=`-ngMTjX;Oc!ljL@b+X@5cLeXEQ0yR%_q
zso;gL)Wv_#VC&1r$X=hQW*gnvZP2yU!x(Gs>rI9}=`zo4QypEQSnKTkXXXFKEAP!m
zE2|^R)LcCLB-lv`h#R%muKs4K*&4Gf*h+5tQAqO>X~T7~3<j4L3ju;hgH4~gobkx6
z<SYUuh`&`_SYn*uo?X82^M>p&TCkXZ=DuW5W77KVJeO9JBMLV5+26r6@0?BcBA1e!
zsi?mQ#&LZH@ycgww{>_c9lW*33$NCu3}ZOH3VzLAimfS&K3#qOy98O=b@UC!q2sEP
zS9k>WyM<XIlb<4l)>y3|fi0l7D>DehY!;n0axSqnJ{4d$Q_kF}fPv~$;n9#%Peif1
zpcOf6&)8{)7)^w^T7eqr?`znf-)YlNanL<&f>9J#Ti?9tqk{@_J8W`<)*-S1V~DI3
ze<*9=C0%`h-?BhqCNxiSUJ^ad{AzhnCNS%bc=1aELs>mcxAfij0#Cu8^fRGL6hzz$
zZ3H8hMsZhaprW?k{^#V#uLcIA#t(Wch|w#lY6RXR9i&7<*{ju3O_*My$@b{EGBW1G
zK}!@LFD~DOqkjQAa`ou2<zRt8N7e%?aD&|%!hZRL9hsS*CYRryY7=Y-v!qP*Eico~
zQ$9x&>ZAfxS_IKc!I_HcniSX)sVak70>?+@c;Is;g(xal?@z-~tcZS2vqaqM4Yl_*
zdXbHq>!l8AZ8q=%90UEBI_u*dEsenf1}vRh?+VPOO;XE$7tTQNq!o2oKb1Aw7rS^F
z4eYFK&jnIrd5PNS=gGYMH)ryL6D2^dbX;b^bbtODbC9_3ipk=}Ii#t5bwT&j<L{97
zgxP{vCL7^AEzAa*lBL5R=k7d3?`^mY{MbOsuJ*(=y$ktu{wb8HYx7!NnI)<5;P%w{
z|Es;PjB2av)@`AMwpfwkQlLPQ;u5?qrBJlEyKC?S2u_h=#f!ISad&rjhv4oGfgpGH
zJ>PfFIb+<vcZ~DnjIn=YC)rsmYt1#~S<jrS<>zS2Q4lNLQLvCyRjoak(Rio)DSCTs
z>xZtHH<r`y3{G|x;VQ8;e1!(1Db?kf85pil`1fzJzo(lKMc3C6Kw{Ca;tY8`_u4JX
z4O%6~W@PXdTv^<zh}B{P``!WBvU%QfzvH7uiP&epfbjdKHk4K!))o~9PR$m76*T#M
z;{^3KfFk=QrF-s1#7$z8#wtTJ8Va6(oiIDhe(=CQop6Qp%rB=q<Rq0jODA~kWe`9g
zNxwVfi!VE`Md^c6GF8Vb-sTFvbPIR?#U8~i63G2sy+WVyX_9sgGrUGBq}QuF)Kc2$
z84rlq(SmcaI<5?=LlP^<Z2xMb4C+i5Y{VtW=}pHIJ%CV*6HS%qy_6C<R6L~`&YFq(
zuxZCkOr9Ag)p0hZ7+1vHe&C{Tx{G%zHJ@+yS&@~}FM}pcT>8b^{Nt}XOw>n_NeT4@
z1$U^gc_`tpVwG(n3a6&57=-Hz{Gh;O7jW-L_%?xJAoMM(!wPZgqR`ZG2@*9esg3CL
zt%$GVd+|@1d!s+(A^|SrAV(Q&mMM-^-KQJ;W+?Jw*99b!r@}8Fi9a}b9^7`SO<8+Y
z*t!<cmKrmZX<>xYUW_JhxJke!t%qcG)C+AB0r?f2>=eu{cWU7fhh}Ogi?4cZmD;6-
z<X#QZ(;l*)S+{=PoaD-dIq*v#z4M;=q}VO@x?k`8M$<wCW%}G9xW=BTR=!aGFx2bG
zCWrOQ%Q4zonNEXGIa~(<eA1~pLv8$%>J+)g+AfR@8UfR&9h5HEpe|XnJhSJn5liiP
z$Dk<BRPoEVRN_qw(8nP_uaj~Vk;arEhePeeX`kF2@Tv|{Hw`?hLQL)JspB{DDL2B+
z@;SN$Bpacm{9=NxG!q8X5bSa@;$Dvng-wyYR<qJ*5R9puo;TIpeAsZxhTb9mo!Nb%
zihk)DxjmMnXYAq(nKA8JUvA6;ZA9~s#w+!vNTOx9;@FDeY}b$>Z!L?Li%9kUxxqoa
z%v@!8f)M+N)lauUodNAg>BXq)^@FGRw85eI4m~9(nOqmDRLpT3XUA!Ain7amgAJ^E
z-L+SlJh3~FVfvLU*wn3&h_tXssH$MNPwqf6m(N6(LC#d<G*{rpdebR;wUCCaGK_{u
zCZRnugfzZy+xWDwoI|)iISaD2^1K?bz^$^?X3>TgO!0dO8vw!7<m&5k`6`IbFQ%MV
zab~fMzbwHcKN3!KssTkR!Zty8fhJsy7cYljFJ2Kjo*}(QeJ2lJZ!DQP-pyog&f7Vq
ze!~dJ`BC30eN*zwV`ya;zR3A~5r*2olYs7i4Z!A_&#lbO%|W9W)HDtQw-q3>{;PW$
zQz6~{2??{v#V+BEOpIqm_@0pEREVfmLvsoc#S{Ie6v5@cxR&Zoi4M6+CohXSC@J@E
zAPV8YPWke^O*dY-)`c2_5A;)r1Jx|TvTsVboy=Cy$g{Wv$luWkaYKB1^9IVh5s6f!
zPO4T>unDKNS0_}{PW5SrrN_(21(6bcV=FLLv1hc!QAg56a@dp3_DVoKfu?&H<^Gki
z{N~dR)4wYEQ2#rN`OT+)r|kN_{WpmE^4|r0@Y4UC*!=PTX7L97JL~zm!oMpA{qK+A
zM*f#EqmesD2};H!B_)+Rr%A?ZYikSNIb+%yaVfYE1LBWx(WfFiWxnl!zCDq9)@!;O
za30260PapEZzG*RiDvziJIBY(U4igAZpIs#u*12pzOXt_;16sv%B2E)$<s9@oHQr?
zLNQ4X4-dd&#-P@rORkuH54P+G{Pqo(l5+7@Q%p>(J`H#zbxlJQXmLFU5WXEnUolCg
zN7oY<sM4xOs~Kga*oX@L3c4}ku4_52@vh5NvvAu%Eaat|!yMCAKmb}>dwX!uh<)}~
zWi>SkpskSQoKzqOJ`!IZu+%Zjl-V~oZoFPQCY$Lmo;J#T=ME?}Hx=?5s^I3^_6t1b
zvCtXvY^Exoh55#5dP?!|@DO7LVDJ5{yL9X1q=mNQkoZwjM~4FFi{gwR3OWpnMWZpl
zmM<q`O}upj&OIRiQ4b1*=Is9S1oy;?XjWPTyfpiDnZce9euHvOD&R!|P5Foo^;+d8
zhkagquAzFpLlV~YuSO~e5SjfJmfklo5z9Tf^RZ+%%e|JZGm0u|D(xZCv1w=jZ{M8r
zJpXQH$p7^{GPBS6*0&LN_nVZ-;eV3rvxlZ|fIW-r6UO5&@fpY#iu$3L-+i@vV|7G8
zQi|(a;N7gQ?NPy~G9`Y9u;vypH4Hfaxq<{=OUGwY1{qB!a4Pddbh_&fn@^RG_q%us
z9(IkU>P51fc~U*6L_+tySRvtcr=WLPfRfk-rWOzcW#DuAoo0ucqk|lcqZ{I9Pg*XD
zB5Hv<)T2W8n<s1=5!PoOm}E|5N0rWWEAd5{S2NvzK)Pr6xRF1yDMcb_Us9O-S~g&K
zq{jMoOG!;O<Vx)x*rDAsTJ<q`RiIv7e|@niObb1@e{4OYIY@PX;~X+91W`i?7m1Xq
z-I8v)Zz6nT1wnnd35ljFK3Xn~&lljK5`z*y*js?RbY`MwC~=itccG0?9QlH|4=K$)
z3caJZCS4?fx7pRAi`|1>51TVDHbL%|7jlG+%Cnp9ITxI#aGmGI158$)gVrx{z{!#Q
zUbxaz--K&7PQXyenWt_o<WZwLnv0{Jr@MFWS@Zg|XoSHfcr{5>&~TH`a&PW1?B?u9
zF2~v(Yq+^G1aiM;olb*8Nt?udB%Myv?rK@(C%Yla?)*EX-a*a?Ru_AN2E7SOX}B#4
zJc3+rFL3$xj}^$&XY#Eaz<(QdrwXt(u3-#Ghpry+U09tgf{z$;_LJW0U|{$y3eymC
z{1KcEi^x!O`sC=kF(?|+WS{NQ?|jp)SNgl4?)q9HA`P|WnoGpW(+2)c_!{UJ7(yvp
z^>>oiy}*ZdiN!*%;8&O9p-##DlHIiucRD<Kw))42;TnrG%_5scZYHSp{v%t2+FBKb
z0llX_T65!`0wto7_GNOJ_5gB~N*nK%sDeHs_yoUqp6V9Mw9FB5+(vMwz?K1sYbl_C
z`K8vz3t+nf&`@F5_XKx06$>*>*8Z`_$LvE8&5|qL)x{O7lcru`04C4jxLYaSHh-fn
zaaL;!BUjTV@5cZiWgA=ZpzcS?P>@Mq*{%rH+#)x3Qq?Q{<aI>3MVD%?)&<ueLVk}X
zn?yX(cWq_;E_!x4Qt9!SJqepW+e?ry(Vplsv#Q8PZSlhH>cLYQ#zs4BHn0BB>zS%i
zAD!g6fbPwpxAcKe3Dn$N0Rc*L^ivJB=;63uB5RRe%^OQ>+r6DzSC5wWxo8;Y7da;&
zUE|;<C^NAMrOEE9d?MGU=#*Yr-*0Zvih93WopBX6?6vAGwMdxg!UbV7?$r$%cO>@o
zwzsiZ-o?yTu7;D?O}Tj{Ck6K@x<yzflY`W3Gr%0R2b5W6i{8E}ZmQn$M{6Qs6NS!L
zI7D?H$L9C~H<CM4juEFxmT%QB1?mSye_Y8EO)qXga~qbqR9XUtn|Zml@<yZx5y4yo
z9&tO|H;=<5xjhJ})ZW`RrvVgUT3mqBck*w=&BZ1IC8<AU(fNMsWoumLl?Jk^s}pPU
zrZb2qT`6fzx3G;D1j;CR{7OB;%jl7du(%QwOq7p!i>mbbYPAyQ^0=k!#gy$#|B_zr
zY9tZ!bMR!=dF~$i6nJjw7IB_Wi^DBi#kDFEN)Atn^s66d=#o@dS3f&5Fw;uR*|Xx}
zVB$|4ICHn#0?VT=uh~qV9~l_}@*le=4826o>Z<fN^X}7bt*X0Sn7bxheNxnK%0<n1
zw7s;o44F673@93!t0^P}Ry&_e$q9Jtv!h2<*q02$nabh=cRXJ17UrWvYMZYR8Qhfy
z?R9?R#BJM^P^oZJWe09G(=N`#w$$6DDN9Ssh&xY+tih3F+gij*le7F;Y|fg`cm7@@
z=xuy8XW2uoPij*J#a!)!bLvC9pT?C;%f;{(qTm9FyV*iL`iwce!0LMN*YMj}sMEYu
z=Nge?SMe4n<W}EJ%RL(8!unJ;AL{iy;;vf~Z_Rz&y+yL9*O}s0f6$C2g(HfqV1a+_
zmf5wS@Tk}^5`qMwbwhHlT0&|Mvi#DDp*y^+lp`sJCw>Wt9`}i4Shovc5gC59FgOt0
zUwF9(a|fINg8t}JLi=^6>uAG$YpPf_#ct?oC<veJmD}67inIcZLjUTy)25rIIF+NL
zm5AmtgYv3{lf_XOc}@bmxc^D3neOYC*jOtDENnA_dcJN~k7zIreukn`<&+6{p-!Uj
z&NdFq>l)}kJJ85McSFlDyP(H}9uDfTcz7@f*OT?s)=VpSsSWzL<@r%kTy%uX1$UJ%
z4W~S;nJQi5aC5iVD6Q5Co4>Uv0c0Ddq|%RYVz%&OS#RF@ec{o+M`nJ1$OcD8Y@b;g
zx__zwZQF7Cwl97)o8TDSQ}<}xLSiq0U%1zjEdf;vP(Oh0)TpQ?A+D-hCvj_do`Q5q
z(oCm4^D~PvJjw-H9~U>DD56o`jmQim>D0j*{d`50GKH?8NK(HA_bct*rG(BKu*-4h
zgSKSvyXsSz5;1(mSMSzu@D;FP5JxrO&Gx`2<HMA-zVp0h$LDbX_^pgaR}JqQd+}@4
zwJ7acU`wbhfkLmqL=%j&L~$_|64a9`BPJjo{!!Kj73|dz0W6_jFECER*41kvp-|s2
z<WGBzeroq-nQ}!PC3%G%Phe<6Mc5K?zbr7qCsvKADBV`vS!K%Xkl@vXtAXFL<>8y-
z^`+B&<)R~g+y_yMx76nRpS7E_t{-r!1R}r#Hd^w11}Q0}`-M6z?p8#Px`Nn?$iPO*
z4zK;Mc5y!pb(XH*TQO8Nq1mRub2|B<5=>`Rg@FycZ+~kgjqCEZNjb&%WaUFR0aJs}
z{p{(kz?L0)IJwCWV<U16;tY(An@9mB9UQyAwlH>=iF3FpG`KZyg}9~?1$%mGve91Y
z+KBEhq1psCRt3QBl@nP<qN0TYJcW_mfpyu_iEX;aCBwzS6oDO8u27FztvAMl?W4k}
z(w-|TRbFv+W)4zoNS^f#CkC3p7Je8it8trePC_iE^`U;1^HVtcYhN<bw8X&Swe~i_
z;Ku{aKf5Y-PJRY6(B5&UK5PoMwDNPQ9_L+<uhM#-OG|PLXEo$TpM^^QyxDUs`P}l2
zPq%-&n<`^DNzg)9%$aWeuH0Apur`h$pCmx9AB>Kb{;MQlX`(Pwe}rl#d7}kWJIe9-
z^XtG%@{qsY3t*RCm?{ywexoE@7>V%okh$d??3;_YRNMm39^g}$ET_j%Hr(}!(6qJB
zd{rHMtcMC%vA`!yjk=;ZtjJWP7kFz`zEOfZ?N0Pbou6Sk*8A7*8`SF3m^qDVq2>{U
zXKw4AN7slDzpdkglPckXW91*No;dVj-wh^_?$FvEvCl>`Rt}w=jq0i;A*l*zT{%<&
zF_)6JS5!z`k_p<It(>L<yPME;bIzy?`=jGXwVI^n`!jc!gM6b+s8-0%r3%uu+?efw
z_f2Bm4O)OeMi6(vnPOy)`10OTcSka_9IX&b=ub+t{nBhPx9<@hy%Xirn$4*miQq=N
zrFr>kvP<uF?8i1r;*`U$=zlb}JbvGWz_he=O}#plTWNa++6^hJaKzRd$4g9l;1OHn
zAhhxi>9%d~X&9so`m-V!kzh41aBmpSu(;b=PKyx7DFQdG)iRnLYme)lk=C&H`{fLw
zp5%<Wq?G~0ZaN_Rl4zX)!A|E>L~N7wjqE=1QC@FdeInL$S<;T0LyhJL4GFw7$8GqG
zy(3pliMww(SzhJRuFLx6p!H(5iZ*fBOmF%tV4s>($OiMSu1bvLDFiPkO6$WMyPER;
zm;kybu)&k5tdls2E$+<iL^oAkWiov_U&|Q8v4EvsPsUyWaUGB&g_%|p3j0S=U}hy>
z{t5wX+)w_+fX3>`gf$xiaPDSG#1$1DLYHk(y0F-%lI*g~rG0U8dfKZjO~-vNahN~!
zJ0^o`%L#_*!*%mg70KmL+R5zmy^TGygK^kXId4G;oiCzRRDjv8Ah~=!at6s{(sc{>
zr8qjdX?bRA<;Fqdvo$@q)}}|^jsrTSGuRm*gMufR3%qv82mUSyJKOo_Ddn##rK{Um
zHHo?vcuRsl8WCW_#bedzhcoVD=<%a&mp?#YCg&^=D8K&JAGc<tt6!Yb)6<rF;}tpr
zI{%w`H{L=uPssVUTd&E|6aJw6G~k%MEa1x8aS<c6_}9gbL15BwlcnhJy%kZ0QhF^C
zlH)k)Ix2HpP5e1!K4lm6;@uEB+05`jQ0C!aMB0Vu1sll{vw-h&TGYk@pbfe6)sbOS
z8pr`_D$EA`The88y$g{EpfeKIM#?+^vDO}bcE1&OKNunCNfy!E<a2w4Bg}9Pb=_Ee
z%%C&8*mI8#F8wQjj!Shpf|%|vx3PpcSyPc_&xu%X0_y7Oy1G55hP-1RSeA1d{S~n4
zh3j*3^M7|KedsOQVw}OPc(T+mv=s00SvD;2iqbW-nw-S=NkmV$<Vq9^*DxFOXB0)t
z{V??Y5P+3YH_xSeW*YpvMe-h7BCMSsZ{%$D*Z>jHXFwdgmt$#gE-tVdl%d<T9H__y
z{`%sC*gZ)3NyzSIci%-lV=<@&!CN%-{OeBcTC;9}(CW3&r2`#K^RciWUY-3gw;&g5
z$l7?ZB_aa7*^*<z>81vB@8Yqv**&1z7@U*06c*e`j5~yXEr>0860twjFTVycGIZTo
z5Qf(w$Wq-M8D@7>ZIj>*-V1TXRtT6o7QQE?*s1rQ&2IlljyK7Kz0x+?g<LT@smWiw
z_F6gXfS4-b<kasVpz(eRvH3eKrD}u!w91(MV7hg$O{Pnwd8OiZ%k@tEd&3ENQ&3R0
z1f=UuUP4TcLZ;rGa0+gZNeqgb7x~Vx20LptND3!doz`jhMsN{djak5J%?S&Ux@--5
z7Mm$20?}yBfK&2CNDV?wl=`^iAwc56f%>Tunq5~*B)n>Nz@qzj9B@n~UQLaRj8<-b
z`Y0hLhKhxSg}C#yw6X#Uk%`9NyG{q|7ATG7J?x7EY)*~@8DdN{0A6^8fq|J|ou7<6
z=O5E0zUH{ydhqPeKXQg!fhI_t2dd2w_sFC9LaM;=1hQg2*E<Lf#dz2>fMeC6q_i{8
zjEUb~LvqqalJX#3K(x|uUmy7M@0jTR$ZF;hv11eYCJcDH?SFBf$mqVm-?*%A{(pwD
zhmkmI0M~P;?JsP!p6RH(wFLkhJ=9L4gn#*e|ACU|D4Maorast{A<0XwXDxIG-j4SB
zcP(iEU5aLv7JeylB-tmo0lzR$0n#0lh5p9!&uv2!oo3T%3AIfrc=r94#t%g5!<U^4
zmjQsxVfAm6KH)^W-Fi3qT3FE!8R&fTc}{lRwQ(^`zjxhu`NAz?`}5vE_{rZUa&kE=
z*@+PsLC-?bE<~K;Mn_tTB|ho16JyW+!C^Iv=oa(vxRbBRbfB4-o?bhF3aI=GNNHiv
z`D};EEhGdGai5`GhOCEMi^|P=(zLyjoWsY}jTo;=6D+&K+$Z|->C=;y6`uu(y#Nob
z4fx1NOO?$$;;{bc7<tFA&es#seROrU09h)vndb$dB7uT`z@70IRwKPUW8b*BxkpAu
z-g|fmi=^QcPxq$^yZ@cU+`PQDt+QN)JRs7u3;j%MZ*PCTGad+hYFMhyP8#MP7+5{~
zON}2wA))ji9nO$em5j$HB>W78g3$bYY!~Wq2?4>?FU-$Jb&8Cnm&LjO{s;{%ZK*oT
z&p}g6G%-h`ri|gdWU=|uiGKhPi$8(#b;;RGOCuxROGi0HMd5XI0=J%C^^I~mCR`T9
zK8pl!U|fTOKu~NwiT@5e0i&g8M{MzeO7_7r+ME#qYXE}B`JZb470m)>gSlqcifcQ0
zipXpSGuCn1p8Fr5%u^ds$aO3{k`eIHm;?ZN8L0!ri2oYs&p$+60L~QoSMBouMIiqh
z0{OqF?f(>TTDc=w*SqL<IL<U|IO-!?+I~?tfsv_`8#$k8-NtDDqenzhf6oZe3=%1c
zxc0gUh&Nh;ZiFu;FP=x<P(jyiiE2Aa)@_-o7WIafs;d)iY9jN^a9$rQ6w0{Q7hP}k
z{CS3lcD{}iy(T$-CLDif!WZgt+*e#racjMSoxPwVem%ma?m;)uyg~LNAX#p7QrMuK
zFH^WQ0=2M-)uG4Y_FeY(oueezWuK<d@F$l?n-LJ@uOjJG#kXB3@2~UqI8QF@Z0o06
zGk>mW$B34enc3<e=JmDUm%pkvdYNlfp1=+dFLh<YG08tuzu!c!$%7HEk!#zH8q<e4
z8(JiG9Q{78+$hjiYn$q`Ot%is3{908%93M&GQzfTSmprUR-l6&De2bD=0{s~#onwl
zO2e{3?{Cwr*_n%SmkohGVX7k^Z**85#t+tOW!~uA@oj4F(}9O5Se7*BPrHfndYZ00
z>5sHKCUFQ2Yt4DD9z?QSNu<+ieXhX*KQEwYbkl5^`g&S)hBOy-&0JQQPj78cHx~y^
zQ+5X2%;|FpTlCsiNhrK{yUTxQskUT3J?kmsyPpbkU2oFt*|bqXq#uBkxDte@Q3Id0
zP#}bt=%cv6a%X181SQ8eolsV-mOFfkK)nP8!REjyHOF2pHD9Y79HRoi7=`Fwl6e1E
zJVL$dAFJ!LLj1H@*R-7v9&|WhDWgj-c?J_B{YJN>MQ+WK3&$t{-oRek1L7;5DQdkn
zBpQAk2>px2?7EC(>y-Kt?9foP>4&^RE(VS&`4<ag+2r?m!e7_4tns}W=K_o*(Pov(
zN}EOFwNl?@s0?D1m~kEX^bTGiV<ze_!w3sb<XDLX6TT4fmvB!`x>PmBT=20&!cr0<
zhUpg^df=#Yb468~4rdG3HFq{LV5g|FWuas%t)lox_+QlSzVX{LV^3jaJhf`@i>Y8K
z>!#2?YSk<@8c^L2CSo`3d&4<g))JuVJZRnNsrrHhpFTR)*amjOj_h16<NjH4UbZGP
z^cty_04jWMb{PUBA2m%PcUSg|+AdKX;tN;&-r441Da@c}JMP5vW?u1BT`=NCDn+3z
zMHKnS-(U0a-RFmwOLW-HC!o2&R;VExE+WN;!_jN?T)h0g@k<NcT7vG;`16R;1LWJe
z$IlalN${|#P-fiN%|7C|@eK+Hg#z{NsNO^0L^~Mri{e>A4jCYma<)hb;@a{;ZNvG&
z=(PQ{v*!z-`cnC;`7k6RQ^fZRZ5@8^J#U;~sDY6@Z8z@3bMo=953$G~Z7*+mIQxwZ
z==fW_JgnrX-?Fdthj-erPNn`{XRWYTGTvP;Ns94c4}C8H92#I<M+{{Ra7FMN9e78S
znPAjzO)h{wn?*V%JUxm-IZdk#bT|^)yzTSBWy=~KFk49yiRzMDPApIVv#8n9w{_U6
z<0X35rGZobZ1C3h`&2CFN<pTdkE0c}cp(njqw_)in;7MSK`a4`OQ^otvc^W8wkjq7
zO4#Mc<+S$xBr}cPMHeE|IO!mp2v3$9I&J}~9NQ${_oKYf@ox5S!x7F5FLOC82Y8(V
zM_pM1UVk3xDbnK?Iq1V{BYBG7nch!}95xG|>HAG+Ni8Z_Nn&}v^RLm>?9o$m`$8Ju
zKHx*xpoP)nZcmMIcUI#CV=yx;`N8cepkYROaxD~7JZv<%hH>&)wBx+X@5$5(zYLj0
zxB5|*rSxNFy&GnXJIKih0mDAa`Y4jHbTqjyE4rvPJZW_@ABt#VGF=pmKF`jZtC0Qa
z0cDobI2&`guN&`a*mJ1K1;0kCQDrl{CPbf|Hd*0D`Al~CQUfe&5;QF4sz8|^$MTE!
zQX!jxPi|zWYHMd;V1BMh4k)Kz_+<j6X-tT)QT5Ad%#JZI5)kXPhNLO!5qg`_?w08%
zyIuY}#{4a3Ce+t#@77ZfxDp^90yc*}iPId2%i6cPvE5Nm>x13w2zOp8Pq$PL%bx5C
zIZ&M#y4n$vObzW5;lyp6NAfnPm=F~9ZKS@lwXJh!Vmx@dN+_^cJw)R9^G01~VD)JT
zW0fiU&Q){?8JwUwu{-@K<+GwA8k!u?(<Z8UT^#u)5ASUQvtvEA&-hqB7X6+q#luxg
z{CxG!P4<t?<=EhZT67`~p124ugln&EU+_9kd;Mb`A6I8C4i^3!eK!3J`A0#^`|GKp
z;V9c5&Z~9r)wSEV?m=DHA?v*=?ygq#VdY3v#9O#JYAHvkups7~fF)*!fZLBa@~P9#
z!v#>%9qc{}XNddsdP}sVxZY>`1z@qlXn(t7rNQRkpU*DX`44y-V1%y|D6;(E6pF36
zNzyo1r0k?Mi`r#=1GeFxQYcUGa5e(Z_9$Cd@|_*;#=?H^hn&yRs1`Zm$MXkj#Pgw5
zuK2Onf%Q-7KK9)U=Z{Mp?pbx889b(oXNa^!J60%bdMV#P;V!NcVj)W?_(e>qr1C0%
zK!rdkMPm1sJZhlO^JtlX{E>>vdSDWJm*AH#Rp_#78S5#Ad2U%zr1g<u;+@LjeH~N5
z!&Uo!c1p*Fj}H;j36Qh(_hO+=iUqp1x>3V<@?1X!YU~xupNi-VjXC!YH2rDRbIv<e
zyw6IStC1;VFn!|26_uiH8TYm1h>U4Rd5`FkmLU^kSSu~hb8WypIVtgTqlri-M^F47
zYKb;@J`uOj`h83h4mv3s%9z=Evo)kKD4e^4Dm&2V$nR=ZE(t#TB3vW;o+%D2s&5b(
zB4tIGYwyD-Ll#=X6X1WQDEU0{*YukjOr_yd#VQV>X<oiJ=$A_eHtvBqumfu~U>w5c
ze++9qf|k$$rwx=`H26(R|0qU%m>IGxAQMyiQZ}>|m!tYa^ajNtYHoM%MXK5h#!*`-
zN>+n4UKF2*IOlhrU*%5LOlshdQfAoDVomzKGW?Lbd5-}Z=r!uxl~MGZ46djwU-PiK
zZkDId%DAbi^gi{VkD`~OXC5R)q}VTOX?#|BT9M)}{z*=ldi;&3g~!eYz8>)w0|duk
z_z?|poH6}r3l6NT@$t}pFWt%Ub(hEfqd&zfg<&Ez6v8!cM9g(B?3Ul7qQiX9FWxop
zwmcR^$41Pa#0E}R-?S2b@qLUJaHaoDWRb}NGrayvVcFOJx6fj`%k^GT^WOXMm)XP^
zVs7nm#g?G=SX6P>B%pMnj10?bJ1f-vd!KjiZN!|v$RfM7p$xPbM9Etn6=1F`))tk|
z8evb(PJjKPul*Kd%#dwKq}7Zqvv#T>iAdlwC;k%~s+G2$@Kl1cWAGDvL^%pZN8mXF
z`q`)TQNf-kxLv7~vW(RO0h7hiM05B17IQND=1^1YFvJ9*>2+?`Ku6H17tG^~$!`%{
zlJyHHp3y#(lRS1%ITMh{9nkn_?*{?-N^DH*Q!EN6<0#>=kG&YR1p7kYj|6fxBuV2!
zEAzawBDRzo2K{iDbJYe6FI9F90xqi%FkKjr2uv5pM4T>WIw>dw!?Jb?c|3(Uo`mMY
zm1Vw&zw4R-6(}oKRlZPKB2e@#zuRGa(<!E+p%KyoP*PWb%l?&OL#JP_ZTFPQeL8pS
z@9L;Ah?L!=R_XkjFa5Uu{9cd!OcAzcadG=mC7s@TLnvLA7W`m1-=4x<m{kN(Le9p!
zYUsBJF0fimF(Dv`SFoxusvfPqGt|1t{$X9**_c(~*!a7<4(yy6HAW<*rzvw-rwG?w
zE?_ZT6bRY(3A`=<XeXb9VWMTI=%jx--$(q3E0&P>W|W@Vi0*xC8%jai8*O!YI(4Wk
zGuIrS-p3vwQ&qJ;IN#(K>;)gat+)zmDrhQmU;fe<kAC=e%_sZ%>Yz0_e-%XxWaNI@
z-$603R1tA{Vw%o(xPecT;PQcQZn|Zcp-+9`oV!75jo;NY;DYZ*{T;ftpa)Eur1iQv
z*g$fFm69>vH0^hQgUmYSvxPj93iY6LQZNs~vJp|DA8hIB4>zyU?+B?zgYi@%*bO-<
z1-{#|8w$0h;-v9^3ti{AT}z>1k}x&ADe=aON^nd4=BuVDr&Vvl&!<<~a9!)XPfpp)
zw6n~4IcPXngLeqEXJif>HX6ZY3EXN&k;*$T#*}U&+@e33r6Xuk`h2-DM2q||IXQ9D
ziZ_`jP16_j{7>G=N5|;VkGnDC+F3Z|w+SB=i$G<?0<*K9b%uqcMVNJa%|_E4s6~P+
zLKxUxtrfQfNpE#uP}L>2WpANjT;eJvxI|)EN<FqKP8^=hPo!rzkR@-QVBAr^Wo_W8
zd}(7bn`R!=X2|hD_Mp|V3P#7$bohdhPo$DQd?nGU%+6n3Ue{eS=J)L9zK*?K65HRo
zX$N-my6)kw^{25V(5}`CUn5S8!$IuxnrgyV-#Q<uOxmQbxbz5gS<{+G=}W#9<gX~|
zq>pr7aN=BRQFB4u873v}YF1w9>+EfBQSLQOZok=*hZwkXMDV4i$lph+;ze=QIE_8|
z3qw)UIcaS$1o!l?%OGa87EUiv(RXv{k}1O$^q&)*>-X#lzD0C&moy@04MSH`e;2CC
zH^iblxQ*1Gymd1k{$&qcF)d0ppbfLUzhB4hvsoaq0h5MX7@t2?5c*LcQ4Lph0~f4#
zXYj?(?7SzoSVKBEI|{b9><FV4<B;gnJBR^l#lMuUjEw&dE7>DFIOPb+_`SeDPadQF
zqfLj-%d}}}9tHLE7ISOs7G>n?ZQ}Cc?9x^vG<JiI!0M_EZiynowBe4Y8DknJ@2SP-
zqe~0eI)A$1Gnx`vX$~)N1Zb$`@B}=?r?=XBW!vGo!(GNVKzEcItA69`!q3F0t@oXe
z)i0(=1Qzf{5l?o#N$=Cn8wQ(jY%BQ~+~~)7d0IS2c^(regpT>I&1LDfPMvJMxZ~kI
zMsrQX?Tr0FHtM`wfhKGDOlyA5t_A8<KdzC7hOHfPLv8xhCVebr=%mze|4Gws!iAcT
zq-3*Ik>d%jk-~PrF@a3LnrzPSHbdSIvcF0f$T{yOp+J>V9s{2)3@=b`6MrCq7^AC~
zmYgdLk5T834_rAQRy;(bV#wFgJpZfbj7{;oZi9MG`bdv?V@1*j?w<n`$$T0*VbeHq
zZ<PekEVa7{QHUOWuQtM>yjf75#<OD7xKum6r2CObK666$E@hUjs#Pxx0)7Wjg~>Xs
zMX-@m<_rmHgY;)F*bZgI*PBa{#jom476d~=XWG5AKdmc|sGuz;gYGhj&8?R+WRd*P
zm5-w0Nmihj7N(L*U0+T2dS|#+q95jaG1ACiyM2`(tE)~_Gk$`Ku1@S=x@_-aeXQqz
znuAlqZY&ADXK(8Xk4h<cMw*MC0*~fCd;DT?ws)7!V5THBFd1V;(+Q@02EpPVhm&(>
zpgYm}SgI1-K0>W?Y{GR*v!VX&AX=LxLW7jx(Iclnhh8r~^!*7V{S<|22eKz^jIjZp
zVj1h-lr@=1q<C|QY9z`KZpXHf76*7Nzx7*VWor53Ih&t{bUxF?N&QtCs~ZtGXNM8@
zD^A|V=3Q4>RwUt3x}7-dQxnxO3G6mSoF-K<nCvEqJXkLI?}bfnZ^IoFid|MzM^JC|
z%Jm3h`SO)DTe`XQJLQJf+x+6?@A<a$5T$qfH{QNsDg3Nd9jhI))1OQ%o)`UEI%LGc
zjCKU!2s`Lgq>2r(zlBj#sohb7(-Lp9SehZMXL@ft(TUfRGv$+|;_%^Q()LKyi<YgE
zCl@g2F~Aq@?<%bXE9$4DZGea`eTfTQl2K8eSM_I5OIC#Xr4B9!W0apXYL_OAy$BNQ
zCn2z8nZZv1p_@et_l0lW!KTOue=I5~E0JVBFoh^Pl7Jf&;pq~2O7pr_-6r*%2BPIV
z?kS)f&3Pd7A`{WKYQ)-Vxok6E6OeOSb*gyb9#-HHZHFyGZKX|G^&RDO(E=XmWY|38
zLIP{)dVzoG^F^Ki*7M{TIpu=E^c8K7kmKsGlRz1F8%uu3_$J1w0LiOZcM*hM7ZQ|Q
zG0}cy6tdG>ajpYbKc?^s6>7<RjJuD3@yUCt%YQUwAsPHV)U&;!a69c-ub}{5j$d<o
zl5#e^9jGaCYrNE&??l=L68`PXglQyc%3^V(`U5#fNq^U5rZ1wfaBULhBU-eC^%=u4
zfU@avnIqEkyRV;?JeS2?n4KnHz$d;ELo;EEgt(Skx2nTrs&YSVKFnHnrjDVdv(-6e
z-_GS$m4<-ZD~~rikrXxB0z1Zf4FT@DS_3F&PdM?&it(zO68%p!v|nO<%89%<gAo>K
z3}h&1WD2rCs~TGSWS5hFhL7ua2(rAIzoCf}jg&ZehMujH)lgbR9^y#Kc=G<(1{+gu
zY@ED6Q&pzWh;tl2?D*ifw9cNhQeA0G-sT$0=K?bU{>-$ag6A?6^^xwn?*cEw8_*fu
zbAFs2Kk3pIjjhOjvdm0-1g?!~Pzp6u@50sIYmwVTaKE6`?QD;De;M>7v>vEUF7^D@
znp8v7DnC{8OS2(or<bP83GQZpbX@C)j|G7ZDzz-UdQyq)zQZ~)tyP)@?fV@Gc#^`y
zLy6O;>gOoNZ_tWX6CN1fgvv9lfUvTh!UyRq%{iDUHT{pqCR$VkfD*1#w6O_9f^!Ie
z+^rcF#i@6jVQSxd8(1%%v9jT#6zmv>^_d;+!ltz2q+FI-`T^(qv95NKRB&kpY}j49
zDu3z>&8Q(d8+=(K^|n)DW9s9nTC5=jZ}dLxZWK7l#GEi8SbV)HPJVXS(N0saRL>fo
zbL~?5c6Pf{O+~7e*~)I7vxbqYB;JA2wz+5JvXFwU`hZ1Hs4{uuq2#?OUX>kA(zK^H
z13X-~Y42P;<nMMla+HLaceIsOxOwa7=+N-~#!aSiFf`Q;&CC3SbeJ2%)$4<&Y+!M5
zuFK>SF*B9g`0I!REH`T3FMM>IRToYiszsEg(H7t%<Ic-e?FGIP@-3X|5oCKKIVcA`
z!=2o=mJDGx$>%fwft$Y`Cm*~kespY$xkJ_UeJ~PJFsJmzx1=v*`mZ4pAh99LQqh<u
z&QmIl9@6qyQ1@%j;<R4>71`3>AjdvyQ?2-NhXtwo6H^`q``}D%j-+0rB-S_j)EjyA
zKTQVdygXP#bWaT`=%NHnc%!@dQIs%Ky7oy39n>0I$0URh11@-ho9xKb0WlO(Zx3UE
zV76L)V@>3itPPv~iLbBUFcxpw=51KA7(MsutqOJm8Bvs;b5BxXU%G$#)xyuH>}X-3
znr;T4f(o7iJvB*t6|@9<ih+z*{UbYYp8l@yY8X8phOgB3L0%#${P>)6RN;h4ABH*%
zrQ&0p?nC4(2^EW*LNrR5d-US_^_cTp@gxlAxU=thU#2H3nL0)@#y3Dn_r50k#RT(3
zat+zbpnlT|>R-MQCDFKEWqOgSGXbS)l1|{UN69_F0*A;l)Q63X^KhdrRwtr>*QVx%
zs^VXSA)~L?(VHPiWmvaSy`?Z%29yIIZfNpelI|`07Q?*|2)?y0>&_z2!BCj%C651m
z-~M#HF}ia<q~LEvrcC(GU<Da=wL+HIzJHSNhKKS%=sy$~_Qjy-Wg1HXwA8zyd-|(}
zRmY|z4KjedOz^}W0L#SH0kUs<u<o;eHrR0a?>}D3F#pG9ThV{=zW@Jly#EB@H$GyR
z1Bj4<qam*)b~3t$`GFU}W)O{o;y+YYfL$vY^un=L8;ik>`kzgkPwNPb{K7(&e;u9m
n`~&H~4y^j0!ZrW%fPTW`#YQ1Hn*$sG{OF6g+^3?C`o8}M;7xxC

literal 0
HcmV?d00001

diff --git a/docs/images/enable-apis7.png b/docs/images/enable-apis7.png
new file mode 100644
index 0000000000000000000000000000000000000000..c773300141052c5e6d2ebc2bea32192f185d7fee
GIT binary patch
literal 38720
zcmdqJXH=8j7A}gFPgM9+Isz6zI!f;-NDG9X&_RUILg>BP009B%5PAuLgwO-h5k#c-
z8j8|;4?X0@&%O6KKhC&6?j2*FGtT_OB6-Jp=X%y$v#*3{X(->OV5A@;BfG7t@=}M4
z>?)3o?DDg}u9H4-XKbV*{kiHUud4SKiTwYv`bhep!Cle7UDwIl-OIuiLT2OW1cUIo
zS-L_Xj&8P2?%P+IWJwPR{eDQn6=LCT=j8Z6&khD5)3fz(b+fYYc_1kMK*Pxs0(%W{
zeIWQ$Q24>qXOcpKl1~L6XaNt)Jl>L#Js?wk`9jY-ZDZQc1O&+;?g|_=&`?*|It;tJ
z*-|j2WR>0B>;6k9|7qksYoT`@8m}X-Pb=-kC#`*2Nz1(A!M)0Tn5w#~&Jii`$TUw#
zE)D=-WX@Gm+NtHbQT498rg)asmF`=Y=&<beSj5;Zs0<Wi!)Juw*bd}(TwGiXA@Tp4
z(!|7CpZ<k&R>f62WhzB7j?9ky`Qo!*kp7<$*%y<)t1kT+^UII_MvX*Y{<2{DGy3`H
z1MJV}O~ilw!7WEe$F+0I!<(bYLFxIGW8sS{di}fh_1%uNJu@5dn^Im79*;r#YiB8t
zswnM^D-zs=GOh1ZH@N*Df_B9|{Ft*z^sz1d{;hjB2Wz_S|24syYlg9CWtJu=Rlk9)
z{ygb1^4#Hk$2Lg6%Y(aIgs&O66x5?<7=3M{6K+MjJ?8V1P-{zY)(8s}N9Hx5|AC2)
zUGv&^PRNUQEz+8f&ZCKi-j-2<+u=H2>5TQh2m?6u&9PO_?QT>gfS3^R?Yh)UoLZw5
zs^Lz1W6OQ*co&&ER~tnhJB&hACdXQ1JB-4%9KA4Y0-3>@`6#C9?dW|vH#J?(@P<=A
z9X8+dIJsAwM_6X1JYp=`JZ^W9*>(Cl>l$g&cVQj1cRzN&Ritx5MDu3*q0Z-{^{L&!
ze>miSk+FAMw}rqJzPnM0kD-nvp5Orihj$>;4ZwYQQ~!}1lf{Ho>iu&jBbR89PPxP3
z-)&9CS<FC}@IC3CGGn2Hsw(xW8e_d<2P73Cnop;tNTp3KDgTp{7pF{1o5xniiWO!i
z<($uCWzh9F^}E}o*D9xO@1%T65IpZoEZ%6}D4Ui)daZ_Yd#q-jP+PQVQm0&TG3nlU
zxbr~^!?>4_V_q0D3w&I;HA`3+t1Yp`v-I!@a}ic!;2T4pAF^{s5b(3N?(MDF@F1*l
zdxxw{!HT}U-t1vrbg09_KtQ96N?d52YCB5gXn=zGbRfZZJ?TmvIM2geTdkVnlyXq0
zE0m`esY>5iI5_pBX|VS*PvtL*h|4%H@q~s-b%FaUoNGeOy859f(5+1c5&q}gIKBMU
z)LT6P(l0w+#6~fXt$CQQ<EQbG8}XMhS41Qnlb6i4A7|>8@T#J?B(pMY#_YZ8foP{q
zYMtuou2M3L5q+L>N!7C3^MR6KyFG%w-7Xeyy0$`kiD+s`emm9B@ZZrHCDkPWfd#PL
z{*2Pd%0flD&)HKT^Qy~Qg;U+OGn&Gh(YIi~!ow@hJWKW2y^?-~dkuO!CWVRTmTzc@
zTL2&)CN<b!MXXb%ay%MTh{jP9?5da96(EYr2Q5;{AiaUS>#PF7p~eUOo3y4f&ygj4
z0T=e-(+$5*uT9~y1Wp<TXq3{pgq6}e{<V5NN<#149yRy)J>*$6rGA~5ZZM6F=k8(j
zWuRw5yndHeMTc+ggXgjPuTnOE9Eutr*GB8Uo4Xvbaj$VBJBg0loaPxwgqI?ZRe|Bs
zo4*w=q=6E3Y0RMwsi;>175M~y<HBbT%aeQHC)O!~mffy5&GY8?Gp{js*0eqnTX$F-
z0dV)|RZak7)M_b_uGA2o&E*&h%BNlT|1SEGiR7vqpFn)FSBtN3hUdU&QwY2iVempl
zraCGW>89m~n^yW!qtq!hUVYmMuBjl%x~tyLjk8kEdh>d7@s4R_uPGV%zV6jypOw?7
zAQhf!{gvS99;BQy;Ti0>NL43}LbgDLT|H(>*wM8#BSlEQ>)v&)ol=DeGl?95x=`DO
zzizRj7Sq>`x~CPWXSy7a5LOAjVa}0l3DkMUg#_ag^5p0$^hD;Xk+j_##tXB;P_v>9
z3r^n#v!IhV7k<_5`xvl{+cphcw$g09{AfMJEK@m-f+8BNG)TuPQCWdJLl=zh0X<}-
zb9+7R=e4=L!?Jxf*B=|T?HD>ckS}zxud$@$^V#BoiQDV!b-&`vwA1$9)aLV9D&335
z(yVzO!sNQ<18}V^%{$Nenw}VRZL{P{g^1d>W>T&+$+_uv1FtNOdCTJ@XQ7rD3IKfZ
zo}j_A7f3L2Z~i?z)f6Fc`TBZx3b=<DW+;*wh>$4JTX*&=G+T31I=W1fmb4l(I+dp<
zsaAXOX}z^(RQ!Gx@YmZtF$B1w(Vj!dpv|~ml_;=G&OC1`GoX$>v*5#1Bt=G--dDP7
zo%N5w5uS?n1A|r*rv;^}aFyVcG;VJ`WA^EiXR@X^S)vJgyE5avLE2dL-dw^(Skv7l
z8{4+|8|8`CTy{FK<y}&&D|%b=(FIRAU+f2_7Jqx1de<=`wvbJ8-OGa;Y@AhpgoZST
zym;2Q7E@tcIQOIn46Xr&MVDxOfA`W*tz6hor(O`(yT}W+mamM>5QyV*$rel$&`Wd5
z7QFXb#LrUs*tNHhj!y3v6smVOIqMr2xUE|y9`i_FVmo7+^}|ub(aqR}LUj8n*J*83
z=FUTAnIZprIQ}%V5j<cwm<`vAUL)Ky3%_xsv#1d|vu)wn@-Ua2>r_&%?VMA^tz<vG
z(Q_?A=$y%q>KRYIE+MBx1bbAuo`cXhVIAw*wl|O5cePirpxUmQP!=<nGk7*eHM-Ez
zDnjJY9APaO>D_v(Vfo&Z<>|sb>w)+8$azj{$=GL^^HMBiC9Ss+UOQuyuwxwxD%OJL
zHAWbxgvf*aU6&y`;|-&Ltk9jJhNu}vujyB9Q_^}7LHCLZ8}UYjWqVMDs|>QSAfY9Q
zIxj_x65Jj6)+mj-AUP(4azd(i_HY9iq~!6Ta7N)e=hErda0Z)!Df8=`Qw@evT}%sf
zvMK|OAyolJx$x0)JW)I!raXPn>hj*b^W{}O4Ghi%-T8}FM#v^Pe`ckmFfJ6@q3N%;
zk5IT~?nS*>CTrs@K$58Dlr?Oo+Ag`2RTAh%_NW;kp34iCjcV^5N|ejzY0-_<iGLM2
zntV;dNH@Ot<Bf*<_Tf6dqtZ0$oq8MN>eoI2N5kLI09gF4y9p`g*|xpAOxUO{48Na>
zTrgAxeBsl0Hs+qG*qJ@mPRFCKYGht&bOST{;mNGE?#8$tMAp1uK|_JqvecN}Vq+=k
zd*y_K)BXi~??NZ%;Nw%(*nNUDjd)Rb9bbNuPsv7S;3L!EMpYxCM!Sfv^#?nnZw?UI
zbYwiprMwBAkJu)+n~@6cOdj{mud}owjBz4}{Kor^>B!Q3pT;lFY1cXp^*PpIJQ~;K
z=VRlk6AQbsKAm4getlXNoF~i?<k1`oc+5#mbf_`1<joYdjNM1>eID$2-}}niv!|M>
zI=P~B8Cne<A7kflClDF{OyP_oJ~{eS5X7mIeZ2W3Tjs9|3Ncm5I7J1cTO(qgSNUbl
z9A#+H#KG*_2`u4_A}V63#6m?yN}6f=(J#FqyBPbm+aqX2kpyg~04(<WI%ogXrj?m>
z+Xp{xV#Q-P(MF*|JCK5P30-q^6f3XB%_E(k&ce~tG@Y{-Kweq1lgv`<>74Y+`3GLX
zeSZdkF)}SoCelyZ9P?+s4ZpG9ACfbFnm03Ow^E!J6By0_#*Cbh<7c<t!X<n4t3E&H
z3o7*>A~8hVRL<%5DmhfDf2}l?f(SmOo{6clq7)3_V__7VGTwV;2RI(<Bo-;*G>)Nr
zWC~IdngxS4uaYvNH|^Ie_n}<gEzc(;1A=WMs_k%W9qr0GxW8vI)`rIZn70mHpoRqH
zB*ZDRxj~+tNhsk^uS|V@Fkxz)TqEwBz`n@^eo>}yXI>+azFMXn=n;M30<uYQHRsXt
ziOb`NQzD9M4^6&%!-2d{iBx}k(cu5{P=9!iZ!*9wQ82T25H-ue1%0b}>5dEBgZPNA
zR%*`br?zp{RHUb&lUl#`1jLDH&@x=B+aPXG?o<mBZciw+&>25=yf+f9qSbONjDU56
zI_82Y;&iVu?ORa+wC28<$wzcbFTy-JJ&%eGAN*XXiLG2Iq*xR=>Ef!}o8i^-FbJP(
zK}oG49w<&(#qEz=rjc6W>LyBO2=LP{*GY6@O1WH=pbr)p@;@-d0L&9Hc$ym+H*$}b
zGxnJhHGOlQsKY8^99?Vg#$~>Ctkngb(cqz9|KAuN|Kwsv!ie7&MdGtUaD`|P0yM9*
z8af?a;=F=s2q_Lb8X9?wpkEj3y!esbdN0&-jbOz|Y!ir|Jwzu(Tjv|qeh@^u9hZ<(
z6UL%uEn`at_FSf~R9nM%inI}SZ(g@F2y0wfJTi<F-C)Ug8S{YeuRlk`vTO`1caP<z
zc$sF~3V1L9)(VsBl-E<d8g&lMd4zdpi<@JfENiCvm{Pe_iLi`?<oKR^Fv(7~xB?O#
z)h(f827N923YRR<mB_pVKT`_|*qIVD+M9XM@HDTa&P(?vnO9+rVfz|_pYD*MAat-;
zZ^u}<Qu62xnAo9ERr&&;L67Qa#cfS!UGNZBybrgmd(0(`yu96|abd8&(P`a*-LG)D
zt%cqdrU06A?MPWpyU~Rm$%dvn)xcTSyp@c-@87LQ)b@5)50yQ<q!=o(>j>FPHm-j(
z+y3xZ2Ve!n3+E6E>y*a?`B*@sqcaQ=D*c0JnjVAf#0(N7L;=s_qO_+D3<1fnWO~9w
zJr`$~(0Lvl?3l@HL-RcDz!P=$P}tC^pMz@=FcxnXDtPFi-T85b$1y!Q=TjJ0X92JF
z*Y75a^>9Ryp>}70n6dFiGN-X&n5-AzP#?*4Ji?;!w{=p3D)Pj77WHBE8Nly>W{o-T
zaLYh&r{5Sq4s#=XZF6aZrd$eGK3SVNlJ`-Hj$1w!PN7%T&Xr)pJqq_(lTg1@t`FFg
z8(YQ^H;{%`f4QIW2U0E;_asaw7SN+j58pqjKApXfRI#abo#EBpn{o{Dn<+8djy}5S
zD#j%NNzTFfdiwZ4-IMCSnd)m&4tDn)+Tr1k_n0Q|I|4VO*KVG0o}8JXoZ@pz@H&Tn
z%2<n8tsdqPa3^q}I(jfbUk&9nNS?ak`zxWfc4;>T?tdM0t6o;6%d!Etevf`wp|5Jv
za<a6-FwmlrBI)6_7Ri<tj#RZUj+iXZ4%9h}KR`S=;Tc!hd*;V8zQ*1(BQNJAps2}`
zz0wiFeZ(>p;uU2((skx>Jo7hSV=<IW&wNhnLd=mOQ(P+$KPd9+3ia_<l7m>Ft^34d
zb8(qYR6Qa$3cAHnHws+iQ4!QL#69xyw$;)^3*KTZkg}#6W^QuOnQ#mRI~5J*bYCA4
zXw=bVS9J`(Xj5SiD%m8Xx<&=|i*9LNFX@jBlReGvFIHr&;gKG!w$u(opVQo1=@03%
z2hID*v);#Rbw|GUWocPoe8{SrfDZtE8&eB7txb9(t8tTLKHcXFv&0ciX@eKpvsQaa
zBD^{lF9L$5giYg$Mx^rXe$}lfoNb+Pdkg5Q_91vSdL3X!37p27FXXioX)%1d-_Dth
zd~80b1JT$VHlvClA)sCMHNZIN5z;B%;jPSlTwL?hwy6fKXI@C#(R2DX+4Ovb7l-ZQ
zU#dWzaT%V3XVac*p*C?K%hP1u8DHqT*MV`U`bc*8QLFSKXq;M1X6=CW+nG3$O@ck;
zd*2Y8_-Wl@JX^JD^zVhV3@5p>KDql_ZX$!k^HvK|0E_Idb=yT7l!&CF*_9LLV1~#I
z(S}5HY|Z{KLX&D+zr?$VKd=F>1zjKT{4O)@yO{k7_dJ+N9C$~d!kYaA{UFy!z&%5}
zs0>UpjtE+=GcTgnvWlOZ1;#pZE&1cDKz|-uIpbD`lCnf4cb$e}=q(`2jMwc3avvV)
zJmkY7X6}fnwK(6x3!yp=x$&|$9|89#O*TuUCR-RQs#{7}yw}n!r#I2V@6k|U|Gflw
zP($cth3h;gjtWw&RZv{7<Z5m2bR8TY_{#;<skO-DM?+9T`UY%hP2_F0D#{4+|Dpg+
z2WSb@&*z`cARQCdpr9Q{g}>5mJ@4w$%^h<p`@n2r!pt4G<Tu@_^~>0CwAr=35nJQJ
z>_Q9@f0Hq5=W|Brj4##Rz?c5FgP$Kxp4$b3mzhVHk18nxJj9^(dC}k?XY~m)4Q7@N
zWQT=Jrg9@kFgZZcPqUy1VaaJX@x1}wX!t~*7qpFE-8a)%?fC1rQ=frU7mduki%hN{
zyqZ|hGW5Z!zZDGzs*bjBbr^AmQe=MA-zXR6OOMG)(A6M}Z}1A}rxXEdC2~CIGk_gv
zFq)0SEG6t2_YSXi^EbtY1IIF+<zfTA(?=RSH-&0PCd{>~+kPCnCju_aI3jPxj<C^4
zVZu-BoZOz{A98BkxQ7^ytm(uqcgQ}{xG}HkmLDTJA)U_6&!c-JD|0A70UEW{T`)*>
zcnov}176&-q#nV!$+a)zGAV<G3L;rqHY=vSQ$?@Y%o98aM;b>r&gR@)M+W{voIf*l
znQq};CQkwQ+DDF3_v!k+L^9W#H_Q{>!9i7ZN;t`D5`ixoDYn6#PZlWnF0?V$4YT92
zNMnLysHlD&m;a!%%y5;oty>(0D-{%vqzs7tiC!6<Z<5eL!?t4A)<8SGE+c2Rw7iil
z_P1w;?TnWfrN~pMnftqBsRV+(4B4{Hm?+luSbrkhh%66`p*CfwS3pMRNTbCdlM<=k
zyql&rFF0<O$mNX9inBG<ex+b#W1cj`r1Lq}T3b~Qqfe7Xw;dDB4YCs3scfm}spuxL
zE4jIoT8ssuAs$jhGC7$8H944H+0t-=>N=xdWrb287C(77#tkdLYrDEOb6v7<{uq6r
zgfR2Q%H!{m+ka7x3!jlHX7qBJcsG?ds(52EGayx?ugdgIQ*3VIKv7d*?ikfAuq%{G
z2?q?UT}lUFE>tL@7=}GA>UyVo;F5M(X6A&*B^$Mln3+K_tPvrw;k>w3UiTdvvm}tD
zm*`0H^piLJSCNQJfl0~m$G=U9sU{vp+sh?CSVOp;kD#_7b9TD6$t`*q=1h0^db^ww
zLy(HT9;_^!#{rOr!@b-GE1E!J8^o0jOA^w{s~6r=fkv&s{ePjU>5(69Tq<|!)*CJE
z?dp{P?XBrRG6!7WgMq0mPxeC%0mjB0>zJ@`iRoo0Vpw?UE1ik&pw7*yE3GleHr*V2
z#cTj4(jh$cF2_*DeTZirdHX0YpQ%0v(!IB@TF!J*;pLf5&J;Fy@C#c{osfo$ZtVrz
zRAvEv-&`ET<n7VA-t6wtdin6&@Y=?E-<^}F%th9t%7cQ`mY_R%Qj-d~91Trau*j9`
z_DfcB!J(AWCvNyx?Cr;$B~@T1S*Sf9w7^z({e-Ah2-~`nkmj%{C|v5g9K-M7{j@qi
z0N<l~*kDkY(@R9*j4|g5gCg2*;lB9h!`e@0+FAM6Ri)%4Q37X-)8pyUB};PB@@@*o
zdOJ3CEdINtW}GoOPR!Zt)3ib2CJX&lN}9kF>H?Q+=CREC+a)e6k(~lXG9p@W3tpz5
zmyRmOo5$KK7f#+AohxA*5AZ{Cp~`lSwp4G2eq{Up`pQGS=^~H5@YbSgJWtqL?*?eF
z6xVFF21v=Av1Gu=#ey}<IVaI(=>6!blIN%gK?MIwwiDaVNaVIDz5l**gScDiJ1P)V
z_0WRP2dNP_W}0mi2wN2lGLObf<of+iL-u}Op|(`Z9YC&uTtZYYDY=@R(OPy9EJ8Yj
znm>MV%PxC80<dh`qke2%+0nnkW=V*d>2)7B2txKeJqck@?HXk=uG)TDwTKa>ov{~E
zkA2utI$bj(K85=wg8Ot3b}2;q%BPPwoln7CLZ3b@u70myy%RE`tJM6#-BNkFBgaEZ
z=u`4@28wXO*r2)=gA><~GH0a^cYfN5%w-VIt+KszZlRGKDnAO>Pkfa}>2F*JF4zez
z5t<y&4z1|5IT-FV5$XeUrw`p9cbY3Tk6*R?rOOkUpxGmI_xp8vicil3J>92TTU<C4
zI8yHjiA@{q?om9R|0VvoTR#N$9X{$u@}m4)YQ!q0zKB(vzcb6NKX1vHeR`{PysZD@
zjxd9Em)tg@*}`%W!=aF?`-#uvNs#&O(CDmB6Uq7sjS)}X=1<L!4*5wyk~Mqbd_KTJ
zEQDD^tE3YgzP&VvB#Y~KdTsJk!RpOOJbQzG>6ZW0p4DS(hjy1cy0MW5)t>aY#5Vd%
z8JCp0%bAr*YzlEu2OrOjn5PfBOHWg8#c?&4Mnyi0Wifa1Hygs(cKBNUI^b-jwG~uv
zyc7cSe^<7H@004C)~A1^#{|tMr>97@aag}d^Zo0}t=6X~uOi{4X-13jb6`lvto6$&
z(LRHUT-*uTi=KxyO6ZXiIXy>QM`=hKy=s>zL#UMbyh-M^;)3f9T$Rjy>mSsRyrcuO
zr5%)b>w=v~>?}&CSI$Am`}e|){?r=!rATFqPZwJzp<QDonUhaceOJYDPdR<I4mWW~
z?Ogt;lS}T4wb$<c2IuEqtFPaepYK8sMA0H|)b2d|r*3f&l>z&bMY0^;Ut2|e|I|0$
zM6}hEC{d(c^2Pp>CV#Viw?*{#6eNTd{~{HQ{vo=D4p;t+Og@y}{xfpE^WS;Ug-1X@
z?6mHmb&;4_Z0>n_t3}jg@XxZ9@LnQ+_@P(&UG5^$7mEL1Wg2f58H)oi=09`2>AEcQ
ze*y@rLJrVltEPM_mVt{5&r#NqIAWPTnlgP8!c@66A&^joU3H+k`iEzJqYQ%STeA`7
zp}5sh&~EO4uS;y9rJoumgRuDmCO%r$F*a*_NA5m~oa3xx&avP)2!OZJ{VdvjAca;F
zjStF&1fd4oL44((?&nE_fq|u8RswqgxuVkM#h9@uo$t~0XSu%<q9hV0r-O}y@nWH#
zXMSCE#|4My-}2D42VeKKHm0+UoH40v3ZT&YzPnVR*k-qQv$O@bD1C?FrD|?0(XSQj
zh*E7M>K5C~7LI%{Kgl5Wq=^Uszl@-s1z!DEbuB42&cfL8eN{bV4Aqy0vUeRTfbznR
z&<|@-eATFuu}osAzOkH>*5>nye2v?qX{_GquH_+}mPYu~JFuBCw%el6HP}};jpyE7
zEJC?*!y`028Zg@bwzmAxeZ;;$aWfMB)Z<IhNoeJ-E(^d-Hz{m#9a~L@py2bNcJS)k
z0KC1{Q7J~7)v0nF5xrJf(qWn_PriO(PO1AXYwL;7@B<Q*%8i1<S^~Gr4igm_QO9}m
z3@7cCxQ8c30Uqs@4}h$j4^>gzCq@iT%pezIsv7facJf&VE*gb`sP5WM7n3&qTO+ww
z&<Ew3rK9Rh&U?jP%sPYDHDzj=a|Xqz?AEE|<98nm6e6@)mxB;VveNv1tsPB$geJxu
zXiw}~`sBHFFqnuj17(=i?kc|koOO_$0PMx}5TC}-m3XbVdh!%u3!Tp_Upm+xN&mBD
zZ*I0Wyco>zqFS3!u;%kVu!oshjU<NyAdTA_oS=~hreg9X`R0hE*D{rh9(AHpwdsYs
zAHa|x#Ngj(Gaxa;48D=gCqXmms;*-inPIxArLf?PQKbTX?_oiqp81xHJPfT8K3%2D
z<^YE6Y408~rt_zw32Vus{sV05&Y8OJ@<L3_p@wClu}cA(#u@hu3wxBY8v-Ks;)}d9
z@Vo0sCkjf=%@l&svXI`**Fa=^EE}`i$^`z2`yw+jr>Bdks2L(+57Iy!R;rY<4#Y`d
zDNZMBVJcJuS6bKOV{{SWRmwiyre#MT>=nut=O14$$X+P$tX7H5o-=*2Am;hGcvCcP
z=AwyZuzZ^36yG{KwDd&T-d+ux;a{P2+kUitozfoE^FZe0_^8q`s_EdXMT5a>75n~L
zqC`%3=`W+|bNdF#Y30l&LsD)L>GSy?P|3svwm`8;ir3Z=L98e!Ie>8meIuKtTwl~P
zzMKSx+)iRiQfTpg)&i~zk4dA+sl}JKiO#le4JEO!$$!i(=4btQ7``u8j6sAj9<mIz
zGmba*-KEXCG0NhLQjNW}Ib-&Cmg%xPqHaOTv-A<AL?zx}S+HkvFI0dg^)NU;FQ70l
zi5uhr{G3Rr40Z0F2F^tGpimAv?<evKy>JJEeg1wc(<8iopol!BP1&{FRhRc3h@|ZB
zy?c}9W0-<aHZKLNGNazeMj`Y`^e|jPLAcX&vVxF&7<|>f7i+e6xHlMCc2V1DhK@FF
z?Z`qCX#9dh>!;bbwSs{CF0cuxN+fpjl!|KlzTKARGh|huP6_nMt&vDtu?~m9cwBLR
z_uo_^_vP|$*G=OiL^uven(9w4fOtf)U|omT7sa7=0PD6Szv|v$tUdGX@-aYS=>wUw
zac3aIRF@_BKOi^z?8mb?9nl7)c|A`(5=ANLwC-|n6(v2Ml7TRD27reKA#U$;wXso>
z2pP}HA+VU@eJ8MjLIvaXREUhn!fN3f6zij$>scKSU6aBr7efawG?|1UuZ>?WWse8l
z9C=sPaLtpszNA6EYmNtNJrsxu1TuQyA50S}vez27UTn^CSH6l6Uj7;s16dE0IawQ{
zs2$Tc*4O`WHY+a-wL-RBxl;LHq94UabLtUTabDC2XB1P{<qP4y4@6A|80ZdCdKCvh
ziaOGgD7h5gFbeFt03#>AGX_Za>!&=fOR%#W6!X|Bzje4WZoNA+oXR#4jYgHdKxbUY
zqb1E@4iStCm{p<oh;w_wR$&Q9s9(A4UZ~wDRo_DNA0d3>_KQmdx_+wQJMAAV$jXrS
zK)~+kREKY6CKU}-i`x*1-EJ<nWNrwMS@a85WQe}CUX}cIxD=-_<H2{DuSl_0RZ=%;
zs*K-V;W=1yZ;G0+360|9>&qtG3tjE3sQ)^NQaUjaQrDbu57yfrPV^whFGy-)YMwl2
zR%4}~+=ryQ13$mMB7-P=Ed0c;DZ{@EJOkvA`FnUXubs(?Ra}K?%5vZeA8@h)UrK8g
zgve@t581_kUJTW@?I}60#b*c|xKQEi4nqU?PTnh!lzabY)=%R2izykAZ&NwbB7Bk)
z2n`+6_ntxQrjXswB}uAoEDV^{>7mx|9Gh}mxm;oT_O-V_2`mF~6QPydJLbYR2ZpjQ
z|6r4L$E#2g<bi1zhQmSHW|$rX&|V8EF|r}z8=(B&o+%X@<cAPt6@s=LN!O<RIP-fi
zoPAMX=DYm?#mLSqm3`YO5QCxYkaGXbAv|I`9Tlgb%d{cFeStzs;25zGzx3kTQOy_c
zr6G1_HNK_AXtegs%ux6KXaq`=a(!&V9DSV3CZK89?PzZcu9m<}39kX1L^d$myDq9*
zGw`Pant_McM<)F}U`M^L%mZ?tWXj};ki*%%s7`Jld^XA)1C5<^I30-@Ve7PS$J$eY
z*4xC;pn;r>+pKx10rr(kP8s2m8+K9RaUAE(%5~M?jQY^i>oCKh=bC{(^;#duwS@?;
z^)aC;ks3Odx#6=F&>lHBBLAKdVJ{Hk;D&nPxW~N0Wv;2(F!C=)Z@EWzZ!q3C)c%O*
zkEqLx=WQkD9<@%ydsm?H;u@NYI8H7$vtloXvqIil0|}tg{9`rLwmU~fCX0&WV8uGs
z`W9c0{Zqfy@2MfHmx5IHhSFXl6C2Em3w^d2Uq9or)uK{(-sEb#f5{1`x=}?@P-l3r
z(Z+T{84DMw-OkQUH<fVtFlfKgc`Rp+LUouX#xw#_w}LvK>U06W`VMMmCuN)<8QDhs
ze7NVHTtc0$K>5yo<Uzzd){wM<>Y5rCfWC%WeROp755H1F-5|(Fq*<&I)lfOE5&S*G
z6-b!x2+*B-PrbmuxnB5gi-WL0Zf0~8oXK(Z(3MJ#p}11AF5`@lR4(RYJB+2}OBGdV
zjLm1G)Zb(>hkkX6E*PCw$Zfgo9#k1>#ga#UfiYuXqO?CX#so#P8j1)l6tS@W5xd@Z
zsq@}l6JB&z_#Z_*J`=GYF1RTE(@yl}H2KB9T<PYNNB{f$>;I)|-}m*()M*`MvyaPx
z*R?-OF&e1&FMIy~OV0k^gN|?08+1iKzVXtGWlU)~o0rOS^yr<_NATW|a1~DAIuhGu
zw8Z|97JfP4<q_{uoX+9qU2pyU!;jbL7=5A?c!?<yl~;)0s7vG)d;m5iKU<vnmu7WJ
z@bl=fZ(}wo%A2LFa;nrn=8^C!p=`?FJloE<JG9X@szC!h*m*=Qw(S4`#d-6$Ae51T
z4iS_|nBnQ_C!F?uzKc~`{2hI|C&w?@KOHA-|0`HoA>Ycs^UTOSD2;n>UvFyianE7g
zOLmiafjFd9onNGEKtM*$Wp+|;)vtDNLP7#IvsqeHLsbsjVHGR<=tbCk7xto$J+?Ex
zy5{A)Q$!qAZtK<`mX8x_)MB|fRW3#-K}TB6Rw(ey{17#>tdeC*yX_LxQ^HRs9pp09
zj`p`K4)5BJuZGs&b!4~ybNZXT-q*27@Nh5uwWHt6Rma>J@Y55*rHHN$D(>?NEFSSP
zf=Kq<!06r;ZgglU&+G*4e!1Fq&9ngZFXcf;=Vhb#b}+L`w;$sYzO&I-r!f*Wdf})M
zy1}|+J3^dXbXYShj?1zGz_p5t=)xJ~|G@EPo4W4}+M0W#irr}6K#!^p12BST9|g%6
zTPjIHm@*6USlc-ZTKMaR6*R?F_w=U@!YI7QI{wx%@x0Z#vdv9K_9h}NH8oYOPx<T$
z*&DTpRF_K^>zh;J#+GIbB`_!Up^DpdQ;h*<!lZ+EGmyFUY3+F>jKuUT4E772nrfWH
zs-H!;MAnR0j(?lG+-0a;(2cxF?V)-71rtA0h(!Scq1e;Yv$wPJ8HwyNCk2VlVNgd$
zu&!>Lw6yfX)>h!mTVvz1T+(BtCcR2IQZV}R%VE>FVg$8_T|&1I*cR^|l$61^B9Q)G
zR6sx=iRv~f>P`x+`iv<n(~j-safU*JghfO;aJbY%lGl^;`KI6}>SIyU9~OBq1yM#O
zrp2Wt4kxGWo36j#ePU~C``Lni(|j-;rZrkac&I8XD@&IHCnW$byKIw0j83Zc>7?K9
z$o`<Mt4oc<`m#v1k@4Akfm0G|2c*`;fTy<<fI#4_S(4P)eCz2Uje*O|RRb5KIR;;j
zUr)QFWK2S`;#YXpl}%FHC_nH6>^ZCL%4M=QZZ3_#W8-E-*nc}E@c%(E{7-3%zKi1D
zN8~3r0)g;7+pK0+t)6m?kXKMRt5G6->^jy!c+p47fxL-$4gw{VmzP(1ZW@6=p!6yS
zFnF|D5A8OjPY}q%LdQ^*m6d9_q`dFJr^8UFyHgMeP`bi;L)w~}8vN-!fAg;rnYfEB
z9bm+*#5Mtg-I8&3<+5_?Hv3N_yl&4wKAInl*Z<X$dWkFz92nS`$ZME0IH&`gZ8SAB
zG?WpgS5s5Nb(t3J?eAkfHzzNOL-H<Q?&h72jVDViIF^fx3xcT#*_)dK7hj&DP$*LV
z!=&hSVi2m~rp85(&8|+{EU4ha6cA8@!oF$3Piai)Wg(98(cUH@Gu~VPQR6ohflQc6
zjCSX-Wp>W_x|M*(589Pj(vGGn;i@xXkz-7bUtW+fBF#M*%dY0$#aF!&!sPh5?X`Ab
zV4$BSCc?wkiiFTi;2CV%wTq7c4rLIsw%we>mK*RAjH1=1hYNKRVqyj$siC3DawFHt
zegZ1xOiKLD-k09~qLOkM#{72dPEd-KPV-->4$EiTV#+C<+&$qnLW<Ak**c2rn{beH
zK{YP9$j@wwpQQSrWMrrD2?--JKd=V8@Mo4vevd`v<jfTn6@Tv{zAxxPH+HgXhQtY6
z+Q*fsR~uL5)W}Dxc2-rTWF0grAS|pGK_{?Py>8C$9}v)YtN>C|i<p|8KARd%T3WKc
zEJOCC**3_8ej3MWb79^*c^`Q5<M5y<U5-%zPv9e+#BU}NXUludiiI0T1A@^h`NMTN
zG#fUfl~|1q!~Cfy`COCMF%u48=LKQDNn1Ie=I<%xx6(27llBl|J<LF*RA<%$wNYbG
z;}bcM^9TtDq~mitencaNHSNfr)7PP4VwrO373(@(ue$WJyuW6*)_Zr3|LgaKjyMs^
z@3#zj6Aw@1cxfYabaeQ`LyFzYE$RZ!4i9Jd_xC|YMko^U2bP!}*l`K*RA9nEv?oPK
znIs{d9UZGKscbYfG<I{}!WhM!v);XXcd*k+g>GzYB$#l-sTLL%)*enmX=rIVR3%;J
zK5W%(%U-*7&8|P|1zgxJ)^mGiTHuI+EQx87bvDYW!N$0w7QuZBpuKlBNEOl<9s%CM
z;3^@-o48^MXP@!?#_%U4{Y*pwdC^q8(g$X$Co!D{SfG;$J55t8D#fcO5jMubK3i)P
zN~JzrS*mPBn76<rKT`FCv_)!<9*M2)BVUsm>;N<CzG3BbvD9Z@6e=<T6nMU;fDWx|
zb+*Hk_S2a=>7CZ1>#o01Gb8CgzxP$u1k%1bW|oSxvo9JKTWnW3&CVe1urM-C%KGOv
zg(jCWu2$#P*PB>Z7!uE#h-mFxrBy_dnIr_4A>(&2&q_213k&mIO0lU7A_o2jPDDh+
zsKym?R&%kJ)U<N4oasa~<}>-C<<vx|a&>bPvF(2#b2x5E60`EouCCRS>txGehwZ@w
z4TN33P?!cyN!Kvy<A>4Gp8O98G!2B^_Db)>is30?@1-KPq35Vr`_~nVaQXnjs}(bu
z1-qIuIaFS%9go>`jYX{mu@^yc>KU=p9(zG`P;R|Zw`+`q=h=eRY4@!e4}VZV;(LbS
znw@#O7IcRfWIqKx@*~GCF7m5j7l~~VbX~8@3Q#BjbgUSbNw=6uJV%laFEt~hueSgC
zbbtu<!qMLxHCk+n7Mt<T?W*cY6@!w*B9;w3f<k5n)^=TN;b{3y3Vs8$m}H(vvZO7o
zt@ynzfpr_XvlLnZvm(-0s<AA78_(L>+OVugM@>Z2S>nYJNx;}ueNPsXuz>{Mba5AX
zl7^sL2)y*O?%f|?e$A9|XDeEAAh@dQVM)4eCEa=pDiz%d?VN#u8QgG5jRoEwkkQod
zu63IGvOu+2842~C8c#Sc5spF}wQ;jG^H%T~6|QgS=)N6nQHZZCGYam?p-KD9SGUng
zh{h!xTCe|IoiDg}!C_`uM4J*C!g*Ruasv<DnLHO|?gY6mzHEA>I8&x~ttjo|Hg`#}
zOjprkb#5Pa)d9<Q5C;30MU)=RFrYWzENVL<_a!@dcX&O2&ORu9=bRSPl$mv#jNc2U
zATkN&#5D%^oz-)~T7evz8UES<`_myKDt)H@{`InF8x{O=Bxo(q0!cPnH)^#J)*i(S
ze`@h=YHDh-8XN3U=jqW6oS&Z`TKuBS8lY!f?Knb$FrX(>&YYxa0YD&0R^DuXR%;;q
zlGrbnRxCQzgK_|Zqi2g#j;y)n(y1q8P4e<iAmLpT=$5d-C_3x)!z!xvUU|f93~FxG
zX=T6q5r|-onzKQ4g6qw0#IA)?=!tqYcuGSO2*GyYW}gec;RNH$+)5s8{{;qr6NUNl
zs>e2{1p@-bfE9A7`Ar*>d7LzyFr9jx%m_O^+}9eHGV5gnY)*mEjSEO;Ee}|THM)N$
zY5v<AQU7X*ct7(Z9kqK{K{4YSW5;Sy_uHb?WsY>qKT(jG{7ofyzT?9@+n_%X++S6z
zkK=}r1QTRuXXn>i1$(rJLUB(!x8AN@Of>doPTYf8i0F*b3)_A!u33WbONK^A_i?q#
z-fks1IIfa@nPC#5qTsWmZGDoZta6yhDbz)-Eu}h*l7xJ@!p!{=SwGEY^vztqv(|<M
z<bJ$t8+Tj>D*2>>T00*3j-qg<M;fHQI!@=I89SM8?b_G`K-=HN?!<7O_`$7GWi?eF
z&+5;N#t{dEmD%iOK9Tx-&uK*2l`Ik<+}mZLM*3BCV=F^r%Us-AI<G$64Rin*8dAlT
zrm71{Y;xl)lZM39xq{C1GWjDO+FpTs7QBLDA6a*knxa&7VECFN`#84Qr@@g$Ls5MI
zNtiooCs>#d5_6U8OA%It(WW~&J3c=C@E2otc6Mi9-x$uR3De)N_1mUyM*g}O6&+It
z04Nkx&L*e=cdi8Nd?gpWl^cK?#Tes`@ZX-^`mKv5D{P`2n+To_J1sX!I%(*8BooNQ
z<Qy~1MAqNLA9@&y41mR69`)e<#ZXxAI2JpYoptAh%yolaiaJ!+80U-ty6Z5x)4rqH
z&o0hA1o{!KKGNw&>RxA!FEolBa!lH<V(BCZo31B8INen1<+oy6^4XxjoR&L$mGm$1
zTV{v`o3cZis`Mnr*m;TyUqTakL2oNGR5g(9{4td_@j6RNb|X%@35SGRh?mKFRX&9}
zbQ@Yz#;g2I*T{~Gk3}09WLaToKP;c+>>+UTw%F7I)y;c%t9#;Jml;eh^Q>+=CAnPK
zL!mhRqV)}j%iYQ>J}=Q=jE=oMN=H}MW9R3Ko^&bw>e;}$;@UM7OSFrdo34dL_Ke@Q
z3<Lt<diqpreXJyD!eMk}Ah!?iNk)dT4f2<gh8;N!F85_l@)V7)34~5(XUJxxUcN&8
z)H6dArm6q3`k{5N8zuFh_~)c#IDgZnJSDGX_QT2{i|;pyu1!IpN#2N8z8aRj)8`f3
zF{l~UQ1YacXd*ymLhAtV35@LAGR_-Tof!Pc$u3>0wGS@`f$fsq9V24Kx6DhLIDrw%
z?e^VYB@NrZbL~c_#>>9F$Rl&E;pXO+gcv9pE9eh$-JY!aJHLsku1IN(kxA5{Kjb!(
z#>C9{xcB#EdI{IO-zy}k4z5R!<S$*i1W;EW9z>{V`c2h(tRM6%P}%J*bf8K~^u4{m
zh{7iG9x8;S;R8r+JYSO9S?dt7rw!25ldnjMCu?|=8A?<;y6)2KMqItdZpC#LL60!8
zB=r$U(?}syRP%3yg`-n2ikj_qi>=z_k`xJ8Y0awHJf8e$ie&ZJX~(1rt|DA#s0YeZ
zPwgT$jdCJlzj7^T)78vtO`>zO2Yirv53l4{`}#75VoyvpN^(s4;m_B?vI?0;JJDY@
zV_+!1JlyyGtC0G*tWUkTt!-gDt5@ZsBWzxicA!ovk2PtG)wm^2@5o^J-Z9VGMZ%;j
zvD2;o64`Svy0bJc5+PxgAt52Cf&vxNIU?CT9c}FxURt%LP~##c-wWB}pYMmZf({0h
z@hiE}hc&=h$J*8Wp^Oq_4UPn9ep*_ZP!S*5PltYzJFQ_D=}y?62T2PUeGR0IR5f}W
z$tsYF%yWr|Cwu`-=*m+Ia_Cfuse#S+J95wGD<64<Ic)ciVlP=6en+gezM)sViudq|
zd%cy$zCP)FjVP^VYU5YVZD$wqNG=8Q?6Cs%*~@GPQuE{Ip&1y%HLi_|5hEAfGM&e~
zg5)1K@!QXgYNS)leiy;`2gj;gVY8Ap5C~S&!~_IFoS&aN6@~;@ijZ#g{n^Hz6=_Q@
z=NprMuCsZ(=!MaTz~ONBxo<aavq&GmGx;3~8`{|wlH5lUAZK}P>B~B+(WmZaw~Lw@
zS7m(<3a;Oxf1s(UNs3$2N6LQ3t>O(4q%deaM2+QlF_kX*{M?_gpGnjM006VW0+zo^
z(*Az@RfnNAvx+1(-v|wv&vKI9vt1m4A^e(|rTHCVk%*t}f8$NL|Msgt+K?^~9v4F$
z9P}(LEraw)c-*vZeshUndd*#dl#p<)S?@a}w_xh;tFNzLSX}&b^KkazKZye8|53pH
z;S&t&#SU488KLg#lj5d-=*x#1TwlJs;@k4TOh3a=XjF~^UjW9S_oDcBBO8hMCAK6G
zHrkVBSsRNr+;+9E@T*=Utc#p(o0R`fnx%;xi9jQy0!fbLWb&(?z-mj~EmK-WS#91k
zo*`;!F5R|-brHV>dISu{_mg)Be)gK??yJNJTFkJA%u#~dRwsBZ?^*eA3WVVvy3zx(
zdA5<7WN&0u${R=<{IW-H39Jka2*+{?8VqHK*UWC%3?zS0rx~qcS>e>Pex3L3O1Gf#
zZ-=kA)9C$k8@uAcx$m6geMLWa?2Jwwp$(lC)J%VuRL=J49gtkZOAo^Xa-LI4BuMeR
z924Nw!=FWSeiJpWL9#ji_UKBUfh)QLzlPUa7E*9auEl!jSIURLAyrEDld+d4a9a<j
za#p0Qxd-jR8$*!T``rGH`M>W>U6H2_aH;}K7K4m)Hb~189Omu%q0-}Ds}&{WL;DBF
z6|b#J>!Srbw`yGsw+%~Lx4U&;{uIVY@6-r#q)nOW>lB3F;HhkN9E&1X?=<{e*s>)v
zd*273X25+0gH~48YSd*ilu)rI7j_G<(FlxedSQ}0c14+sWs87rz|O|UsuPQtc2UrJ
zD-|NX`VduXg?-&<fI>huuiFH7S@R5~6!9HOf`Y!NjEdRtz%UA~wA_R!JsM4e!ag(_
z3)>~yZ1>KiQ2TOGO>cQ-(2pXL-`sp{ByTuZS&%m$3$*L{q!wu#@meByGRLsyQ;IP{
zFVQMOt>!bqL@?c%QCV0w%|4#uUe_(ob~S|So%cK@5>0ab=)cN;JbY>1*Z#g;q4y+X
z`y^x0Os;-gV)+z$vZD<UcQ4npiS-=M#q#nQA9@V9HVPZ=`eD|ZR>(KgCO{W5HtV4W
z*Vdf)Y8ZO)aUzc%8Voi405=B2y*AlpJUx0T0nu+!xI*I;Hj;l3XK5&*mz$VD!Lkpj
zJ{WEpc7QQ5bDYi5-}c9$%9yCQgJuQsJ;_B6D|FZ-;*Vd-^@tCfqmLHXU%f8cGiOGr
zGNsdO{q6uJ(Xeb^GWs6YcK>8n*e>FJPTBj`MH{^CF|2_)kkgdG#uT<Vm6r9vcYyKi
zRo*$Tj&r6e{79#=g`K^r+GMpFIGEP-p~Jq6`+UZZk*P)@LRQ>kF%{ULq^Vaz3pO-9
z0L`xF9ekSW>TtlbAzO<NZiN<Maz&il#o$MDauQ+!gE>>SK>u>|IWIW)HY55WpBT^X
zP#n%~6Y=ZbDR)r}DA4p2rKVLoI0Slz27!^Lt7jXoq7?cYvFVc%6-h;gVMdM5)SunU
zp&3;vui7dJBUS!*el#QvdpLi3bOjU3ZhAvajK}pr81Dp4xLjwy(b^D?eW-00^^)(r
zS@T((CC%y+L#c1J8|Hc6@E!j%EG|rgSnFLz3H8-p?u6aSiVcMc9j(%Ld`O%kWfW-k
zPzMZ7JU0qiJy5jzN&$r>5Rh&rWsn%XWC7LiwDTC+gKn*<={pp5bcj3qx(k(nUf#NL
zp}CR1c8=5@j#NxsK5~IBI+qvEUE>ju55;$@Ak^29qI{2s&%&-EYKjI+49j^`zP>=>
zu6spjJ7oSGO#iY`PK?KVdj`{p>fs=+jCA()CK8_4mPa9MPj8DJ)z9n?Ejo*L28K*A
zoc*i81l#9kv*wD|G%Ow=?@hMfqkC{neySF_;hHv3BEzm~7n+xq^+00dP^g8iZcr$V
zf|CDn0ryv~Gg;&#R`YzIIqNVL(-Ur6f>xwApXuoHpc5~8^um<?;&SH2$;#L8)1p_A
z44#I58iVC|GLp$vM$d|a8O1qXMCHGrNK`mfu&DxS@68B4QjcglPd!BwANhrqEpDgg
zn!R|jS8+I)Rw>jDTlo=tQJ%PU<BvSj(f9qN4H#)s3#V;J;xKHXo|!CMz=xGfrI!cY
zDOt?Sa9NBe!8gS32Oe>h!XADC6Q`~M&EXtKw)Q9nM&D&COqrS~IhA&Q2m`!vg1@8i
zAR&$>X;871JQ&mut-AX}i6)5aoo@N*wXRui3Da1tapma}|6pEH9K=giGQQ||H!j{F
zOo|@^M(<HUxEekI)y*a3wY@Y2E_AL!OW&Or#qyX_tf4PthAN${cMaShsK(`-*?o^H
zFP6NiPka$G`OGhNbi;$zY5$agQA|#;x4DsV@Ck7D9xZp<!wx(B!3~#ioI|fi=${1_
z7-qzROt)7M2Z*kOIf~KGg+tVhu!70sP|meN>XYhyx#?P1km8Z**q5EZA}39PvB&t4
zdLk1Kv5i1Ir(s5){qJ6Yds!c2I@b111%Vq6xLk9<O(VKo(HAc+T|8VPl<Pjb(M2;<
zo1^ibX8%+W-v=))c$Mm~d7ZP2;LzhIUgRAB&F6BM|I2jINw*oFTiM!_^yoeJnl42n
z>|==d{IG~a!Dw27OK`MVzE8TYFn9T}@k`~+EyOi}?>{uZhWkKMLhkdhs69_|>8!O(
zp}oa(2B_U>PqLdZ-+<3Nc_~U1T|0uCraMw3fxd<ZLK9x|MF?l51FI6X;c2w_{4s$E
z;~oD31jZ6#L64RBD@#&PNQj1!(dcmiQ^>=lE<}C3^vUVz=nqL!(!A}-lPAiz8HGvN
z)EH8BG$9c|%D87a?iX#6lJ)-(-OYbn?Pj+BI5MjLX~~QG&+iU!{3ji*{-2*JNd8a0
z`{|8;cf-B<ADw;wS54@tt*SrQwF{8c!p;AI?u+o9DpPfnRe(R2M%XG==I?(#exnwL
zoF8tYWV4^*yF*brLG9YA70EQCdg%xwAu*J_Fc!ki&HJ3R)8W3h*@I~aDYg47Ss%l=
zwq`e-j&z&(cFXCA`QNw*)OQ@>dY-&Y-^$3&D~h{qx@xrlQcm$I`H#`c$egVR{m!zu
z{j^npHyZ$U4x{)hV({aW>zp~$;_P)A#g_B8Zm&@1kY$o7P6=v21v_W7+L11dli0}1
z=U1rj4rtDg;xzkk(h66KZ^V#Za)<E5POpRv?}y{B(GgySlPONi=%v4dtr1*(ubs`^
z-#6)iy8}O-Mlv7+?_6rbu`-wB_3Zwh&p|YG(w#N?!?tGhkqK_m-|5Ze+UUVg%D(8x
zCSX-5XQYu`l8#M*SJzvk<b>j5(jk+P0>;KSx~BOmU;VLkFH6)kl>6f5zfQT9kTf!g
zTh)`#->P8rIC6x;uPRVwMPPYLcrnw#%KU!rTPI@?&-oXN+s65g3~?e>V1UGQ;*yD+
z;p4mSL<kWMi#Rc^?=&UZL7MTpI+I107<VE1d@3?I=atvi%Kg%m8o>8y5e=exxmCf?
zUb+d%<nrgHl!%UiU!ybPw;KesErdMRewNJInzb`C;<f4lrsInSx!MD}gDXJE<Nz%k
zYc=<;>?hczWH#lT@3*6q=4U|V#MAepGQ0@HQf8TR<3?hJQ8F9@%x&$Qrd!;4qF*&g
z84T6fy8}V?>LLZc7n*NS;!P{nCYrVezcs&%^egiY(yKH*F=yjyz)5eG<FL?Apd0t*
z;_u69rv@4!lCz$+6-yKVHAB=4Z;GtNuql2gW}R=aR&I#aakO`9hob?Zlz+rAVId{s
z*XR4G3CDKOHtBo0Dst!|*cs1KmGcCf>MFpX)-Wa)Sr}xDrXB}bvTh-YZifNTo$w;C
zVY(+`yP|7?)1*wz(|)<ztQ<hWRAnMXbSkR74xrdTT*$mj$jIR5G7Vez;@bN)=V44}
zp>cB(xR$vg2w9a!;2F@X)z`Z0Z-YyATWL-d=T>=^H0*}ehD065-hH(w??jbKopKMR
z6d&+*)L2H|9WlShy3H+z27L{9Jt8;g`MpKdgZX~$kLPGBE+=!n(oEhq!iO`}(NV%k
zbp+6&S}tehFtD8D&dlN-Eq1Hud$Lz`(Mr6uBoFQCTSM;Pe7VlGY6YVTg(HAqiG+k0
z{<<zr(@aB*)7^HiDV>BXe;T{qbaDq;;~v(PQx|0=LMojnAVe<XFw1Z!ugVFBy=XJc
z#)iWL+BrBL+vkqSU?_~YBMj$5KKRPTWC<r>y)#6N!-80|3ZRduU4S1#__1{6zZT1R
za2C4G5kCdbDv9yzXMPF`L9QlMiMjC$uAJ**6^uqjI!5(M2WxpBKmMh7058gms}7W;
zf^;$5&;QwZRcmqcrp?G<+{mNC49vkNl!LyDW^Csdq<-w>T&%Nc(Yw)T9X*4OlG75Z
zVTW_<f42Em<6J4<Q-c@fJY8l=H~;N1)RD?}n#2u~&w#khjn+#xS9%gF)XER-Q#DGg
zR3;w+^L)o@U1?|g@i27s6GMS_oBhPHU*+<;jFG34v&#dk8;L<#@uo}7Y)#D%f@O|l
z%KPr?Z+QYYoWZTb;<vro6k}Xee<%MA9n$m7Ms)*@yH3#!u3s&D&RUET2zreGCw;~H
ztAHcc|EImT0E(;o;si-ZLP7#Wa7}^)cef4^G`KqicWqok2oT(YyEaa6ZAgN<yEN|Z
z-h0XS{cC1ts&=<_t7f-$=1~<obieoRJNNkcozv+&W|f<MDJRDB77mg-kX{n@e|)T8
z8p%>I6phJ*{cIACjTjW-n`l-~&C0E>bB!u}@{y^c+pz*-W+%LqJW&lEzO6mdG*AIW
zl{)4uD+z^zSFl91h;rj)%u_qWpmK=J@XS!4l~4Hty7oTWnghyZx~Xu@>Gt(7cag8S
z7A0Nl5t+=#aB>Ykt%NiV1RteHJT9Z;aPC^+Q0mRWrA}$K)u$Nw2yzag$ksR1*IRR2
zGL^({U_4k^H2d2e;x^*8VjH8{?wXGRTzOP6Ve%)z`)ZML4mv6~4LMgHd7@cW`Plgd
zO0d#W;+Cms!s1r~e$+dU{q##{soSaYHxtKx|6^QJ<N23=N}wwp<v+&Wj!nza@vQLI
zVl)cWNviE&x!N~SJHe~VJ_QQ6G57**s0>T^BQX<#f3wFfd7z##rG7!T6wN*1{YScw
z2>$7i7iO%Wzt05?nVgY$tQ8cV@|8osl^A-l`|xAAdB&`K1kPwi%-2MR326pL`GD4s
z7eGSZ@zLuZKqg=nUG{|@@Ibj%VVdSQZ=b!7me8!F-rAz;a0wZy*Og+Zr&M_r{{F{Y
zfI_h~&84zf@P%n_go<j+Y>^J~>9GfcgonY5l)AsW?8LP~xVY8W1bx!5r&D!=Z<Q=e
zl}4^=UF}BW=ktsypwH7G-JQxu=_VUp?wSAaE61NE<|i2i1Y&xV#yMtQm<_X=r=;>V
ziFAIn`f6qtlN_4i9Q&!B%JGKw!GlF@Sf<B1a=EoH+1TVkevM<W3gqQ$G(fI7vbfkP
zxB!4CG~8@$ZHH5ZP*v%1ot>N%OjI`jVql|k!Kkt$H*+7(Veb(@9Fds2AAtOotL4r+
zvN1=|vH$zwu?Mw~NgD-;xYG31hx;?rUG-MO_E{#v2#@&vT+Imib-KlJet6)81G(`(
z_>#9HiBF~qHhB4kg*N@D{~)r%8Xg-Em5CqTEGXAyL@tf7DP04hn!MkRE2!XaVPtl0
z2k*WVmXxSYCkq)aDv?Fsdn7x&Wqzz(`j&;ETkT($ixFqFJ{UWPt~wYSJdE+}uP+iY
zMi$^9{vOpT|G)CNzVOnJlfNe*AgB-km?7&&X}|+jc%V!4h1X<bIM-!0$<fpmA7^8_
zrfk+}F?f=+b=Pz-Qw-FQb$qs?8Pu~wNcf_8`j%}wnws9%Iqnu6Tp-*IB{iWVinXV+
zuKD%m&X~m9FR`$&c!)9OFAIY<wy?@Hj8|<XNsLgav5wn(0xz1}hRL#IJyT18TRY4H
zmU4SncId{isb?*}_1xPED}<I5tgQK{H;K<|w%&PUqmC8;GLEM0`V^gcU_-epJqc!g
z$pReAd7X9FCsP&H^MBMxycOImg9zA!ZES2@K%qBp265O2DJJv08u%8jiEsMZwO7!w
z$_h~gKoxPdA!TvyiFZ<2b0AU~H`M+Y8DL4(*v~5O<k-2KY^g3FMi`tLuTRt^6S+&`
zGxCxP3g{&hI14+wR11|TDJXI*rYdjmp1`8#yHkJI3+_(gemdib{^ZGUVbyG2wq$~m
ziE0zGxTNd64<2LQ=PIho)h#<NR@Tzi;)|R$?ieWjoz&X@{_gV0?k5w^Tefqh<MK14
zQv_YEkH;!N#h-PR$Ttm7+f9~1tz0ION|GHEqpv}Q)}ZowA&?21fPh9@TYCm9ffuB8
zU1$AYykXb<bC1JfQUR0)YIhqhm+X0uLE$XVs4p4F@9jE4A&F9K7k--j=g*&|&CPsL
z0T*NB&2`r3s%_11h6vW}^F(A?HJl62)IuXeLqjJk%wRZlN<VmdiyJP)$21+2+}zx-
zpFK<Syg5vX$kc7}T^|r3gI0m^W)i^F7~uPc5c8zpL4D9ZHm3aQ)vI^`*UCCgbMt~(
zPvkZ0nBuGhcal^~b8|Zap}jp-H3o`TU0aKwm^0*!B}nb*>FML+V{&tKo;6vZQu5CG
z0mg0a;w~y`h3N>b*dQpRW@3`?wzsv3$jZu2*4V*Z<0>ttOxOC;(9zN5G&B-jFLq|?
zaPaYSGDJc*Lil$23slRd4{;gPGJpPL<}exjAP<u&9K_E$2pzb&zJwn3aCL!;k?=VT
zgX?r|Wz;(Wl*GnpVFDqidCuORb)kCIPU4ij7Gyc83-$xLL-pp(W>MWv1O@!Cmk-EJ
zq%Rg((U&hM73LFio1=w80K>7oyIb7FSog_pr8{>}kbaXprMAUzsXhE)e}4clcb{{J
zk-mOAkfbuh9=Wb)hGno1pu}l<yfI=rk{5MLUlJ0An6725RS70|CgA(c(k@1MK*JC+
zh}MeD9qaw{TlQUK-w6FYOg2o$9e8Kh21pdgs3WL@$jZp*a1)0Rs-w{|2?)%D>5H<u
z9IfddtqnAV>6cs1Oo~cNLy85_p5W^Qk?@T=?bNIW0r4Pkc6J8AY-=#rtZ_X+iQK*>
zvZ~iDH=h_3m6YTFV2I#n<ihw|GxqYi4Zzb0o}1Ir10^Tlrg>(7GcZ#rRMG<*cY9vB
z$xskL6#eFQJNvoc#ngzetYPD`4|tXkybH=VzAc|^PLJ1NDTDw!&<Zvzc(E;%$PwXQ
zH2{QFZj+v#o}GdKY{ZU@bR267H^8dw@3)Z=;Rd#F16AQ~02YG*fk5;oN)1{8+XvOy
zt=?Wr7?c6`cRi6)4<9{Z2?z)Py?Q~HyNw8^ja=C6>sh!fk>}+UBIxVayNf_kaMi=%
z!F>?qH0VqG9uQ!=TMRBni2C43jx}F2qo%0}J?<i4OJ<<{44d29h=Pf@I7`dQBrL|R
zPZ3r}n`3>}+{Ay^PbC?T4`vK9RX{k+$934PW~Z-RLA_G9LM<3e@a&g0Z&K?YpT`)0
zzZYY)Jy^hE7#pu_7f02tI6SWQMKV%TQx!aKi2<+~rue?PS4TtAz7&gTex$4+qynbq
zv-J~uM@Q@@y9n(pmgG%*9BgcSfWBhOmP#@uhImY?lzjFX$P|0A2x^{`CnC<<w@d!^
z?HfK|LY71+*nY9+b(isUb;+gsLH9OIaY{h%GFy`Sj^%Xqfbn3azb?LSiPQe)rm3kZ
zl{$yQ@Pq`jPs#j$?@1+<Xnb`tWtG)Ca466V3+ZY0e-Yf|hegE0!?ViYCJhh$1or5b
z5TLg91XPw5E2k{kJg$$G^?+s(78U&-9u_t?>kCv5(dEfD8zz~cx&8L!NGyPL<+9u{
zvg0Ne783Hhye_BBfiTkFGW6|_0g2HD)(^j*7*JB(sVu$DA2d6k9rqVnS{GUZXBq)p
zEZ1M~D{kT9;u0qDLRm@Ok7R-B#jU$lQTv^A#nmx94qLHc17>{2X^6Ni+3()H8}#ST
zyVG*O)dQL@Zz(Jcbc?GN5G)q+ab|Ef-V>1!VjDbJz@>D`MeIOFiU%XN(tnDClD4*o
zlh15+ba%5SN*VbZ07<mW%+9WTJgMz@Jrbs`Z)iyPMk<l{-Me=|z)TPTEhhZ-?U(%#
zWo-g*HP_RfTLGH6)&M56wQje;48OG|aOR*=Z+$SUwPH+5{j>S4bx|tPQ2ktYyLV2m
zu0-I{P=9wWhplnB%f+qNVEb%ZZ!r+hEkHe!>Qsg4mW6KB=13on0Z!fR+WWB3(OCft
z%KYV$>rHJWYdoigX(G4HpP7@q{36!TVr}iuo<GJc0rv<WuJlM;*&uuQcJUDa*_Znt
z#!yt)N_Gw!8XSBgCM+ct;;N>jlUm|@xME7OD&I!M$2Y|sbkMgi-?Eci2_CK|o`X&B
zYVZB&E-D(PeIx94bDfSylxGgX<Ct8{V|h|@P|cZtv%tgJz}g69J0&?rJ8q*HCZi6`
zGAxQgMX@u`*Z)zie`5}G^9U*ye=1;=6lElC;74G?ii#R<TrlvNQ=99((XgVOsKlCl
zF-8hh*}zF_8~Mc!(tVwsasVHoU-IL6bTUVl9GGv}6t@F^^v92nH;WsS4|&LeWU2ks
z@d7r;9iVDAfVtr_YBW+S)%OPilm`K8G@UHZZ4DvGPkZkdZM?X>T}b9}CIoEA=x=Yd
znZ6imTG|L04E6wvv>=L3nU;x38rZhlm3T7>F|gGxb6#jiJzR)(<|hV*hM+8+Grg|>
z<x?v+PAe!Vcs>OD7zG)b)LWG(Pzc_YLvTBsltg9%)mX3AH?a@w3~~y9b{S*x#r62d
zST2CFgP!f_a+r_z&x|hHuFw7Uri?Dm(G0|85D(hFx!h&4<Llgn33)$QPVQRWRPdag
zo!v26EyJRdo8|E+vWeoL%5{PObtMH9tK+Hc$m%{yPF)V<_9sBrQz7UA)d=(<$h>(%
z#97e13&?C4XTfPT>o&VteX)_x;e4QvLB#n9BrUC_u`n<c4Gps|PeD%e`s%O`9TStW
z#7$JRohK#hwHP2#bWBVPz(cWt)yjkdfC^7ztNTFuN3~k}T)~?&z58frW`NmTwo2MM
zNj!n1d)%BG!H-AP4~~v*{gGoB<XY_6vuC%)v~C6%0T@6o7z5U<-KpJNvgTge-Q7)w
z=(j(eab8UVm>Fez`*K$oM1wmAaCYFxo6CcP137@b>LTeoH*fPoMZ?C%R`{$2^bWs(
zK!xM3mXEKmQgtsI__YCy0TYV_P)i&AY44*hazzc=RAyOB2hx4iDonGEj*jHIlFqL}
z4kj(ef2JweTmihBGJ|@h0<hHLpO}hMGBY!6`<CNnk`~=61A6!KjKP`N(kULj5JD7<
z>Hj@_7al)H(b&7iFWp`tPZLU}bTuq5P4n{Q+gr<K0_;NS!otE4c;t?Cd(*44eN*sI
z{&(df($mwI*4J|Z$WI~ySmvzqa`w|JZIAPoYyT0W6!+{<$j!KBGr+ZrG6HDF=`L^;
zY^$O&cN>vf5;2SnvU@+W05akh>3oaVCGbrHg%bcOeV)Q9J~-dxr>LMn0RZW@dl}DV
zm7F<rUr}E_laR}@fKnpbcyI1^L;zWl8(_bYeC1o1fLfVhFzCQmo{y!S47qg;%|;7k
zwX~8!sDMGjYcI-$aI^Cl1WCvT7=)Q^q^_SPCMEzFbpSwuk2~I^{HU|cJ(C{+{Iqt9
zQq*9KiDuF+0=i4?blOhZr%Sv=`PtS~l{Ao}<;wgm{4PG>nL5W9ik?Isd4Nv6m4#z~
zVvV`Tgx5O=xEzI104$?4P_{C*wxt(G>lpyfA$RMc;Usk#@m@{~Xpivp8s)DM7YBgt
z)@C#69R~8A4@`a`@F?w8d!rPt+9m)Um6iqX3}gIbZD9XJD6D_;UCJBeo<UMe1=r(v
zp{5m#1E&WEgFtK3<&SJ6pZr3_q6Pr9s#%x(%ah>a&9NBT*8p);3{c`5K;J6@U3BY*
zSC|a73V8M=@?2bO7UMjBp1!}>wi&H%89ucBL&44Lx2EGvmRV7auzIDrEHFW8RhETx
zMb+>A;+o(mY5>^lcv%XZD)+N_KbOtIs^MxIz2o&E5jMka8GU_ye+SK4`+<y5!Mp^k
zhKcL-y(ncZ)$|-fR{ih1(2b=AhE||Z09bbPXnhD&Ch~4E>>##Sz0$w>5l~6a$|?ue
ztPI4A!*NHWP_057=*X-KXW$Tz06*e38UwEHDCnQC->w*ouG^8Hs&F|r6*%l>J2*WZ
zyLC)M1usNFWRhd8ntNvY1)xPuR=VSGDhs=Bw~#YI@)p4ag2!Q?tD!s7szO3SS%S|P
zi<5c`<v)K;2eu&>_{|t(f*SeC#iKaN8nULYK&PeKoqsY)sT;9rXgfEL;%TEZ1Fmy`
zzyAOTv1oz+1n`rHYqW_x#e8;y&L6a=k5VmDZ*G6MgD*0GJIo#FXR{&vIW?rSySw0o
zvT^k@zAxZ8pd>)NqfWm0_WU;5vQ3GSi>8s!UIUC!7<cCmip(S6&X@uube!^;!nccz
z6Io9blstf5zjZ%a=s@(WtE;<OVeaB`;S4FjNBOex+B_d<R1}nv7CZ`+YMlzp88tUj
zkUa2^9wq~CFT~wqdcg7Je-(26(&2yh+SR|<p8uK3b^rY%`)5_6p=fMm_r}Xly$4lL
zVM%904GXM0Mz<L$jV;r%n>`SV<y2IlQnhz?D*(`c@DYHx{nrBgg$JD7L}mwl+E%!;
zFg_wlT!oMZUMeBG@yo!L*H~Dgv<wp0vW|Q4c?sN>P`tJx%UbMEqN?zJaR&cqe5f7v
zg*TK*6!0t_VZ+NiATNlg{GS2wR3*bF;14rnxpfuv^8#>gGhf%qI*FLBsk&r}^(H7X
ztZP}WvMDXw%PS&tY^8yMjEoG<xeK*Gl)OKNZ_?2hRJ020$KFj~=UJ^yj%OB&i-Ul)
zsze04!NEPvfubbW8!zOwbeUFcVST-uv#YDwpP@yZ$-Jye$~R^Md=mE4&Kd*WyRwZ_
zmK;zr^XVU%jxqF6!2i18JP?A`?6*EY#Jbw`j6c5$<c&|rZ#OF*c@Y{6s?L76@Ujn6
zl~!Z^>8}OYZp11Y5719pBeOp#PR_zhN2_k3l*;91`9{g4OlH>?wby;9>`TR`#(Ubk
z4pk{6r=^2ztVb7Sc9Jud62Gz52?%iyQ*jxb<YTH#$i*%i74w&Y%M3v{w>bj{^wci)
z=>Z)rHMPuUzl>z^S<n-)vSd$Lzfk@B)YP}{A0RRki55Qp2MdspUK?Lc850uk)RXkw
zeHV3O@LV`J#C=>KcueEi?O>g=C-(U3tj8kMr_z*0Y;vzJH0tL9Qop_5!n5|{`v=I1
zX4c-tHV(bf#~14`)PrM-0uy;yPD!YA&F*SGL?ypvmp;6>xcEs^82Fcp|2k8x(l|{_
zK09yD$xF-a<_M`s#6`JYv(8qrj3BE+Y75N>T?<{yj>&os3k;J%A0LYxTN@Br-yw4A
zn^7xq^ItG*Or<L}hT(L@7`GfyniAsYoQ)yE0F9LjMf)!wNkHWllqF-?vziZ5%&*Iv
zcN?#xVPo2^AG>1cM-M0iC9rEF%6G`f)@NT0sMXI&Vw`npiUZFCJOmB|DG9$ABxZ2C
z#3*#~%mP^!$*ER=$7E2g)v)RfRi56$E2lA$$mJ|s)RNt5@*FC4#HCqXlg)BF&uX~f
zRYYt}WcXOY(~RCo57&<&s4J#3jgoI~dOTa|I5J*UBB*kiMv*H9=Aa=D$sFrmH}yB{
zo+eaE#-uA1s;viC;l_??Pj?ls<-Td#nECivKUY~=y~<(?<i-ptR5?zwCR}Vr?cs#T
zT9eJXAHz##mb+Dmj-jFV36P1rbhc!<-)1{k+c$=x5sq5`q(4~;yA8LJD7%hEubkDc
zP7*HKM2PGu`0AQ%>1MTaL6rV(m)=c60Qj?X%7sP4m(Iw>D^)-!r9Xp??8Z8ta9jvN
zU^n$T6~x3VH}0FTso|~CE>q(!*@VB5jK*0GWCL>}wASY$<Kp4e7v6T@N`p_a^PcFc
z(zoE{%+8*2_Qc<4_&aRg?92Ki4i66X%O=D>@!2kYzu{dH6dNQbCzD$xvI?WPKG=Mv
zIa;3E08+p{+Rj;o9HtaN7B<HB3EhvOc_vc_h@`sVtixc_@l-D$!UKS|5fm2UlLdH&
zZR;Q_!t1n`S`_dwhT`~4&(Zzl+%xK6Ic8%3UI!XRu}5nwK*?l@-{UHAbA7lZ1C#hn
zd!LDvv{coi^Wxk{Y;a5)mM5uVHdMJTH(a#6d~k9yTJ+<G+~H`Edhs|*sL7F@wDJ1E
zy=7v7yfs%c>pldK1PL6ezP{L^${1}%F~Eq_Mjj0SGi=Ykn)9To-^$tfz+$>uxN7~g
zVq|emZ~|v8!lH^MXTku4c*W9va~zJdlUlRFeL<ds*IG<sz(XG<DsBXruWXm&ja-|>
zR^A<ct%d9QGbd=I{RO_#@pXOkWp*Z}vUZ_G2OkBFr)^SXWQK1r;b^nr;@yuxYHZTL
zBn3XOCAb@*8|3Dw8>!wW^dL3*4tU8-EO4>NFSapVmkiQu+OdUbpGgN3W3*(`x+p;^
z56*c?>6oy4x;vKSNsv>RVmTD{+jAtXN#t+%w+klgk&A@HRx&hR9pr<+p2MV5p(O+i
zf1&>f-A-=|c9Y=|3GHly4G?Ue4uzA8*q`k^JHNcFfnA=T(_V@?<lba0NS8!7UWq6t
z*Dp;|vkt>AB_|I$l*9(33)M&9Q<B*hLm+C(5ycArK9FF=G#H1dvjZ0?)GAXdu4fmq
z(+(MeO+`e32hNs6jY<xGB{msd{~mBI{DUW~cR4Xbq+$_*lvNmG4A^o4+PmH!@$(ts
z`5v_Z|3MnU;*yby<2as<^@+u7siJ`EjV#>tc({>^vSxKZp3hS$zhamjq|VMSamWIP
zXAn6a?p7dfj&g!PKnnHJ>HPenGkh`U;PSk3dunDkAz~OlwXSzIv8ui1yIC9~+k9%S
zDSjJ%GO`1eg?215^X^*K{hP(F`+4<NjC}L9fIZV$S8sa*m&h|X4#Ed645j0R1zFYl
z1i3UL*x4_NUG$gUtCi15;$Y)$G(k6)*VorQa04kS;8(VVmpW0FJ0tRT+JVXf5*;FZ
zgub%NR*H1eY56h`67JMo&y>uL7s;cCWs3^>_@!!vfbGr_H>-ZcGbRb#3Wv$~_i#eN
z&$ltA#=->3Ox;YT#Z)Ay6`br`D?OW^zok8GxuQgc$&2jF9`)&=6BrWc*!p+Jpt|Vd
zMEyD)-he=Q*E-gTO+_LzKqv>2Kedn+e)-;k3>TL_6fJ@WTmWxns%~2fC||C>e;3Z<
znY_{)$Yhg`LJP~*vIF6B*4KE=>{P>^;W{H}i>YLK5H=_Gnf1CMJWi9ek}vb91P;q7
z0LiOVHfpAlT%r_KuCD+kILw<xXUGmyZw@C`39s7`(}y6*2l5g}>RQQy=lc0BS0(Bg
z<~XKAAgd*!`Tkm#OU6@!KL<kV2b>5~RqqF!%PXXGEDTfO+YR5~^bBh3W724t)F6fQ
zH@$+Wq5GKhns1|LOgoYym;_nApyf6zfIRVVpF!@-GKljzxGAM0NRa2Bz^C#&fNjp|
z>mfWIU#x{|Ym*2rM*0E4$a(LV-)p7U_4Mh})V-5!@C`UwAm-;dF)2t)BtC^vfnM=W
zffIHAW3&gHvY@CU5!4mFNWJgxPa$x;r1H_BzOwt6^JHK4`r^0(I_2>3n_mp=4;zoq
zzB9!o(t=s)NPCG1j3*sKP492_jz%7q3pCY?^))o>rU^<4DcYBo9{zc`JAyH$`9|zw
zB|)I}Mt=&BdTD*0#;+;uOIZkCr?NcIK}ab%rO`e@&d-^d3wmcQy-7QMWQXx=%7!bU
z@#lZc;mmsRjCBPjx#yDc_ty5p$xT5XrWE)MVsF2I7FD_V%X3Y~*|d4AX~*7UVd!>V
zp*m!QsgYDJaHXeb>gCnWUm2hpCc_il2n|F%7Fo72Ad>0&qgFMV*5nse=~zrbv$>j5
zVWD1H)VPDSs?lm#mg`zY-2y+z0|g`sF{J2p>c`!B*IsG&z<_|G_B9bGJC|}qxt&qK
zWced`P+sv6uosOu+Hd5nWg58V<xnhCt5mq8EABtNJl!<5ECO-nkJ?Kj&8akRlPOP4
znCP|RDr1cXBS}ZE5@6PY<Kw8Ibp`M$A|R#BW~1RIlOZKXVzqa}ZSi=re)$E#8!~$r
z)uHSxOS4?jK8VAZx)swfS>0H$w8+NSUsRIA6%t17SH+$Zv<-5)AYTOPdZ2@7kjwQ1
zlqb7pQar9*<>hkKxhd9rs&Lne_%3Qv=E=oC#$*g67Qo(YS0U`T##w+uxxrM2+T{9=
zX{2>!Es-Dx7VcZsdXjqD+von>5<gx1+Z_?$THXbev6Y4#Ue_N6b5WZdzKO`p1Ytce
zgxU2er&|M>UC)))Y9aQlR^Bpn|MdpchF)ZtR+nPr7-(r}#h+{;aDZFb*&_g^8dwSN
z@>c$_QgJpvqK4nJs$Xn|T`Cl73EcXnJ^Y(@T8upMwm=T7@#>s0*yG5?S(V=O1#UK<
z)$SX>PXnQXX~6wjn{O1zBq-DB4?wC@CiLVPCA-LhI}x&M-4P(>6DB1cL_M8RUrsOO
z2ldbm$ElQ~s&N)tdz_7dfzWoq%Ttk#YmI!4>%iGDUHXnMnZzRBmee)^9&E!Jy8q_Y
z{C4qh*rjiWY2j`|Pz`M@v`#E=Rx=Niq)2I}1GyyY{yqcEZ02IYPY><v(o6?=<6^!Q
z8NokXr!0L6lbuOVFSk7=l#D<7lq)ExQKfae3AZa1yBK2N+DsNg<=E^hW?$Jap{1uE
z&dAVPUhgmxR#bdZT+=6bsX@Z4!GK`9Ia{+S{V8yaR?}>@<5qClCZbkxfjUuEdUVt*
zhHf^aHsA>t0lk;rRMK%9mZ#&fDixR*(8d(RKymSnAT-{07V-(?=ZDITkd~d7&Ol5Q
z8yl)zqW48;fsF>)_&^L$od=l{OJKMKv6|+5?S?Jl;^NRTFbcyPKu0EsX8=k4xokip
z<6voNDF@`7LC?RU$0+_WfOJ8L!vC2yhw?uRa{2|`$;nAH0+jbmohd*F$;hq9mYDad
z7wzwQ@N|h}9+8rgcJ}lXZtH?Y^S<Qbs!|i0q5*%rt&=|@2XSEIn?IbXcfnu4qX207
zC@A}xx^myn(r^HsR0c*ypu1Y(vXc|UlYUJ?U`ohalK0~e6n=rCEuco}g!ygh89*N1
z4uIYS@!R?&_)lsQpJS(CSw~k_{-iFj27o$|K#GJdu<quBba#IO3FuK3B$zA$ybO@+
zyuI&j33{#n6{zM_uikcU4duS=nVM4f^75*^I_SDBBm++j_}7Q^s8#aEA|QEAjQP)V
ze*YUtuicI!0b&9^b(>cXCghM461wvdOii^u1cOVes;WSR)1X8p52rk7qi<+P9@Ggy
zb_!*f1&sEfOeClV@Ewq76m!c1un;NjnU(o@*@d<sk6e(~%5eq$v^Z~B7>MGz@z~7n
z|3&za0>YtFgC5*pyTKP=$+bRK<o`|$`X3HSmH=>_oW}rpZRYw<UsNjQOLJ7(SM2QN
zmH&cSH&879Ut8XPjp_bHNxdHa)VZ8Ei$d8VH1lqe0z(q3azd%8>&w5%F@=!7`<X`{
zedu~#qp>R5j>(|V7)}0Tjh<&>(xBGCV!OCm3yy<uNOoY@&@T02`}m0I4Q-=H!ROku
zq_NmMdb7xthJ%tDWd+*<1A)&RJDu19jcSD4JAJ0Eqo2>w8e|TbUR~(HR_dMqLZBE$
zui)q!`d`s{2EOXf!``r?E628IhdX|t<E7TfS}516E5E8)w^d2^Z2T!1u~9LW3iI1^
znIahCrzANYm=lt-lNK}bu{n>UnXFab5dY_U^Qzz45Yfm;XfTdBUn?{hL-CH`g}du1
zmb#_2gHh$|QZ}3N3JZU#fD`ax?;#~`k~k?sxU%lW(vPL-gjAcV57fWfvcG(vC9GnF
zS6_$N1mxhQ=G384r{_vu<MQQIV9_Vjdf@RMlZ!ztM_hNU6ovg$d$NY3`pkA9Y*CF!
zGMAh4C~>HmTmx%WBkXJyX1wrY6{qpy@%2K4!V$#%Y7o1H$yM48CONF0LYh0u{g)Cs
z^o*Ey7&#eX#BGVC;t?N#|GH}Fdd%%!K9c<mPDSH-M8)8lo?j3`5nQYH{ds(=slz)a
z9!PAFO_LvOb(2GI6a{E@KjoB+uaVKLjT)-TrQcv)GvUB;masb&-dK;_G>H6h*+R>3
z-kk>tjV-{eM4HI|c@B@kP8YF?riif>nA(_q^B}h-xC(R&fPR5p@5Z-YYDyDERf;Ql
zoMPgxHC0#If+Nm9Kfk~-)#|fjue_is&<ram?HpzQG%uvYqs%DxPB=Cl5uXv8tdyG|
zFGi<VZuq{o)ghW9{{es5+ZSkxY{qoc`KQ@IW3Dg{thGG9)))_|sTva5&Z6BBe$zzW
zdukLu8=;z$v^*xo9yK*^iokb#TE#0E`COm=@@L*xFvq3++f3ctE>iyUZq7i--}B2=
zkOa`va{y5B<73*7rKRk6lhCWCq`69Ctv{;6PYC&St6y8-a52cs7KN-VneF=ZnJxGk
zeLCGt&-l2i@plZ=7s8L@4~9!SwMvv!M^mk#+oQ(?Q3@W;$X_ozo)^V_8wr4-L6uZd
zy|diSx(N-BohS9pjOG2*lSknsed1dIH?ZppHZThckc~0~_}h$7rGx@p*q~#<Ks<@V
z`3&a=)USg-_H64TP9_YbB^0J(ZPX6sEwB{wj7r*%r({WN#0CvEtR?LX%+FPF8>=a5
z?DhMouJziGc@YeM6NWmpe>msv>XxW<Ugg>ZU(h;yQZ`wn2##-jAM)!)?Wd(zdZAc6
z@r?8}sVbvu+p7(-8&`LNKQ-s&p$Z~nN^rqVfvgpY7${M}Z{=0m^=*@QZi8rCi$2A}
zpN1Nxe>>Z9IR4u%lBuSgO1t}Jh6uxdW@VXT;(bBEd-(33@y8p2|KHGQe;EUmH|Q$_
zfE5Pm+Jfy@fB*J{_sdU=oNr-aVUwi)Bwce*{{k&<-~GSYr1Ir);y>2R%oYDvje$Xj
zY@9;~y+Mts3-enZTGt|_Z*~N$J-G$+M#ptFJU^g07c(d*rU2pyjF%^ZX;h#pXc$cu
zhYRX<^}~{YUE5XijPC_r+Dw`K`$Z)edwGmwZ6CXe*NI)+5KIf_(z>0X%hC%?gL>Gd
zRgLzpfkGo4%9nFs5D`tMOq-#>aA=D+QSaFY_hLh+ML`$ov`ipsQ`Vo7D^d<YXP-nz
z?^e_4l?OA&ORjkRWC5y^PazVA5SIDkxxk5z(+GKGK3pXGsODoclg65pjb)MSb{5+r
z-}_<&T_PL4oH4nIFxR64Pl*%_kJI|pHVz5$)ty40-&(Pp{BCiC2xbXwrFmMK)tFtA
zQDl{4o2;y+Uqf5t2ENqu*dXzaW_*I@5~;^FEG!Q`$B4$$HmloM64KE5|A_Y;ESP<?
zEn#RQ&lDp9FZ<b(aBxxoqcS>zJv4pndH3PhBI>n3FJt;2M#&Uo%`CsUOYq-_FT4u6
zxWSishr$vUK-Ji%cG%XPXlK}$C~(<*-ZOjoV`Sjmc}I0*-C)0)B0#;V9R3P=TqdVU
z`g&a4CL$`%rw6Y>%?OUxSGFB=n%2%Q<9#_x@i|*9uI6P*-pL`QsXPD8qD2u$V4fxO
z6kU5VS7dC$YPh;UrOVUtg_UrI+yZCT<uW`Mr8~=5XVyqPoQA#zj%UvvvH4iMjtSdU
z<w_=5ypEJ>_!*>+p0|;Ukda*O<UT3xX>^mq_7;pEbICDP8h6lru)d?Vky5<dI3icd
z{bc<&Ovmz2ZeTgnI1BY_p#uMi@Jh<;=hF<T*$Rx<vs{|?tc72{2pw!myXMc-u%NmG
zU8gPB<Ch}*2A=xJRUY%e<oCi3m^5sE%4$MKMt;g@V)|Y8Iq&gLJx@-9r>MP|-CdC%
ziIkdPi(2}~Id@^nQb_fs<5?rwV)AQKu3=xxKJ0Ky@9YZFyES#rW|1$nRdITR_7qnl
zwD|^Yx<y9hq0Itn?eEl`#FKv>unbNKD6CaweQ!4q(M@Ql)c<giLw$gW@J_2EknZI-
zl&X0CB1PB(YP6OzYr$x!2B;VNanPP_^sEJYjBC!Fx_qm<?w}9r6|?&=HY1fsEzV|-
z$x`tq@u_FvvMsC6xAIS{G29)_rQhmn`bTGR^T;(Zu=y^LBPlV#j>^bf>3$JSUBZ3&
z!shNSDo+#sQCGUX#U|IPsMxPJ$#K6Q9Kh7Y=uUlhLd)UF4zve@u{=O)uke?4#Xq`7
z)ZXZPXBL%eJAd`~^yEpuMs!booKk`OqF7gcDtvX&LoJ5Q)s`wQun!So)Q?c22#<<v
z?T)3-yJ27Q;5w^v1`P3Ha~OXCuO?@54Ds%XW);y@!i+v;i%x}abm932F44$rPpdD*
ze5%GM`1mN^lU2V~K6{KrdfAPhw*{TYWfEcVS4kEQt$pH6ftH-nv8cdW!<LTvr!g81
z*cToXGP`cHhln*zb+lU`quo9im@MHLuoWYDPFK8M>hwF(Qzf_faGZVhpxvoB@oe+b
zq1!1|@n<q8T~T?i=CCs8cCZ_Q6}6v+PRLoSN=)X>L6uxkI%@YyTqh=GtL`0?$;5;O
z<GSTxxl2a_L;2N$P}ibWT6SqbE7t`iSedq6`>Ax$NN2ZmjnjLvhlL--RIIvMuHof}
zZOy1pSjvmEK23;N1}em~QLn*t6>-H-q1*esZog4DPSra+Mw{J!w{#a*n_#dml;{m#
zPkU<krx4~X)<kW`dJ&fD6?Ci5ApPWEe(YvXYKZ*&k1^T%$1R)A^$DCMY^l%3_=(Xr
za;6^7wILa~EgcuS39GZ_exl&&%q8gFsm-&7n2{T0LLivK`_puGDwWN5-nw@17l=(%
zKk(>du$C>$3b?w@R-&dS+Q|d?<lKBR9^G47jsorT$$y;l{rk7TKb+wbtuKcZKWyA#
z+7U;Dt==6LXt>*FW=HMpLAM+zEi1p4ot=+d*Lic<^F*Asv%REZuA>8Hqx32Y$A{t~
zk6LRAJ+{19OUi?R+fzvbS`_U22gj+2nc=&eN2~yqp)?Ajk}#eR;IN*dk^y;J5J(iC
zU>m`n9TeU_4KU&St-bx)bLQC!zp7*f9|2Mjfv;t-v<)qCzjw+><OAiKSPIFoI3~y5
z6^EI-ayVmpe-qi9*cS8CBqddy5&pcc<Y3v}bgP1F6<6+n!JoSlFYNZ5J$^=Bue=MW
z_sJB&tU(IloMSnUBS+rlrO>pAVHDw@!nu6u&2pQr;pic5@Q9=-I-7XKC8Tk?OqR}@
zLeEEGv58M>t;DEyI~3F!6Pmw5IRhH><`@nSlLm<e9X3qFsCa&7W+`6UDO}bUQ0I7|
z<xSM4g;m2__~k}}^b8o(C5BjnK6Ps6QCf}OpS;l_V$h_)zRr%QC$LZ`C`y0vaJW{b
z#0BENV`>VQ>Yj8v7>n0uOhzs2VTYn##v5;xh9`$VN0;-PN36CbYfEL(Mg0=So5)9{
zzf|Qgka!Z`$)9#UaK*8-id}|`er=jULtfD(akB`$_qEW8)Mf}f?)|w{XZzgT9v%sE
zf=#jYkiFik&8pD|yotB_q4iIWx;XgM*X-SpS1cvAqI=B$aIo1e2RBzSrc77dVTG$t
zD8zUEt~kfG;<Uc8<yuyK&^jhQeopq0LS0zU;TITvlv!iUv!ls*;2|$@EKVdDTKvoI
zWu$@0gQO|Ky*oD~J>>-J`k5F*Sp{uN*bge(Z`1^vgor)dJYIYS|Ll!18f72T7I4Al
zC)ZG4UJpDct_T!Wn-%>!)e#<n{zSRsJAAYoUbt2DhRsOE+nCh2DMjN$R@Im4UUXZs
z3xU>7@w~txmd(I@bCxut@{@7lg{==)uIjz+WFI~(9q173-u><tj{oTX4*|8dudG}g
zs+8U-uSP18lfoZS^py&Ipi15#<i$FMScv^PH@?$5@pMe<qogD4N9mQH{m*|P3-FZ3
zgt}i2n{PGW{G#e4ReAV3-^9a#CV0vXo05<5Iw4AW8GzHa#!I{b?mnn?x(N%?4bU#%
zgM&#fTYIRc#gwK|@G1CZdWUxO*N$X{(0h$KJJdhFHGjk5IMUxwIwz|4Vr8t88d>s!
zPv^!8OLA9h4$5mLJWjfVflX-~R$m&Q6nL$}^^?G6oL*<#^4BwqUuLL}zi#)wGj&{j
z`ZK6crlTuVOjGL#6xGoPuf)~yQO8sCdT|NrSPb+0%W-$lEWd0Ws;Jp_iJaD22(hLa
zj^TO@;m&@j>pOKW$roEv;y1%WLZRD>X#^sBjs)Xdt7On=<=*Ja&O4DO5iR^Niehnk
z#^)B}#aw%iB)`8sd!NWuPr!2(S|~+q_u{9z-1$io=>Zlo#nT$*Ba#yQaifWn0bbiF
z2+_~(SGyhW5+8+C?<y-49?xUNmkTJ1=;-nogz}a|c3=qQl*MveYPTjTk`g-J7d_?}
zG?9QA-?Y1Sh+bk+PQ>ZN^DEDO&@p&+UlsGaWouo@9c{cb<bep`-Sr>Hf-j%=y4Nqr
zIVgk6w<?F`$|B{Jg=fbws<R^FF9M_+zEgUAMOb9%D4{<Zm}?hruB(mo7K*)#kNM`~
z4zb(=vKIuzPd!SDLMpaapG@KAGKTuN+dN9xDUVDvZ+l4k#vMwMgyx2?`e>Zo3(K6F
zm@}w1;8`e%l<;_;P-Jb7$MXX&S$plfPtktU-WBpbYLxc*V;En1z^rBL{eyKd!;faJ
zK>xXg;D(3#``N<vdwD4t3=h{)aQSFdd1AvK+hpUHUrBSd+-Hnf9gF1R3++rw%TUt^
z4E!i?-@MjpX+Q0T5n^c1S}A0t?b{@l)+H7|iKA_C-(t)?rF8n!lcA-W(g#<XtA3dw
z!=zK&oNMTsBwRv94zFLwU>uvjsL6a1;aN|0RO}`;lgcChBuIw{2cq(;8=r2pPJmp>
z%_5Pgw%_Xc(|c@A_Zkt+$~D;ezz5inqpkfE;%J6hKqqEmLIY;RG2hOK``+cYNQ9UJ
z@PAThoGyW>moh#I3a*~m2O)(HY|HVEUJRd1;XfF5Lt>m?9Ix+vy<<um@Mt8dj=wy?
z<8IrhyJTN%;7Nf2HNw-R6#N%von@c$Y$LwM@q}JMEn=IJ(t4Q|)&~{b3<AHW2u6Mk
z9h)1<HHUZ~4Hj;hPZHE#7wLR@qvC<I`R?!(Zvy$&a~Gr0Gxn8rxKw9efavt5;qM-n
zX5@S0aYWnc+Z^SYpRNYl_jgDhJJY9y6ihAnH!?i#3lVCnqJMBt62p#6l7bka(LGq)
ztdqnWdDTOeNNQLUXnYxb<6;|t;-#naiRjFdh+;Kb_TcSZ3jGL{sm$Dx5Z@KfpmKvW
ztq8o&>&1_wZwOh|-DV!1h3dp(R4)_)%-;f;)t{~X#Z$D0PyMc2AG=jCa5`l?IEAzM
z$C*-^C_bioqV4%0#GlO7`bVvcSE=?-206`!m*n8POynohbTj44at{tm=2upOY`4z7
zd0m^6{wDiE)O$bo5qDr$y9CQmPXTWQHREXwk;N{mTnSb`Nc2ZTIk|XLB0I5o(!PKT
z6yKJR8A}w*#H^?vb#^MTE15avUlhuGM&aJ0yCyAVwULRtQ+u-sAFh;F!s|{V@!Xlc
zVZS~Hc~B7Lc;lir-8Bq*T-oN^f-<x;Y&?bYEL=hgc&=HvHDM8QZ&u2*@*b>AKdfB5
z_Daa!3>-gSc_g((|Ju1ca&_J#Q!QI3kW*AewFmTtOu${aNIX4~Bq35a>h+J$i3rvT
zIptzcg00-VLC?-pBBCy7kAuj-=?iS)Dp**AVzZuvdAWkpH{YjHWqM`f9p}qChtO5z
zb~Z(i?=~+p;+XBTKA(mrv5hO$O)rXn=;*-(pU66>`eMAvLoN~Xu6Rjx^GS>!tjL1W
zxbT7&7F}mN)4{ce$AnQ<7;7Uk+MG=OiAj~Tmn9h*+DgObflZj#i_TZIeES4(KX%;$
zGpsDL`bWQAlF|8gbMf3y=%MImJNhvw(gGO?yVA#Os8AdisGHC<g>B^4-nd{BcA9^f
z#7+r${c}KaM-39ESZucd&rmQ7-ZOE}t3>!(5XQFkdRDpfndVF^qdjleNPMePhPI38
zeH3IbxT&#IxkiH@9{0nX%=iWG+L;|C57*RBJN+|e17>ZUBC^q6s0mKjYma#O*YQ*x
zh4b?9I9=2;Yu$9IdMN4k>f=A1ONj97&r+ca*RHjEZwry-w3_}h^WYBht>np2ZHey+
zDphy8{)7gY|H99HoEgE=>7!3vGg5!EvT0v`gR8DQ`DlDl^~~|DGHUW`ER2R%bcvV2
zhJ#u=*-#sTTqYOe+G`WuO1!5|of1u98-`_)Udbq41B~XZTZs)BRc&|JP&kR?g(nKW
zf7ft9pZd`1wcYSse8=lo%_GF+s+J2vWU7d_-i%0iYl8E&1UhH~b|doqIMRi-PiC5y
z*Y19^@W}QfFpJARcv|?J)<neR*C$ntlnfT-Y+(cA)`IcgP0Bu1f+&xq5<Bh?($X2b
zH1++4b6_KLzV_;@eVB3@2+Xe!@eL;R@Z1S7av&~w;6>8dR#)Q{AEDjP92OT`Enu9l
z@jHFlGEeJ77xRefH_DSIs8_B;Ij$|zIx&9Br;IQsJy&DQH-Wy!7%Pae4~La2c2y1t
zpZE7JBdj7VO@7I%2+c$jP9qh3`sOKCdv$SlEPrile6UnSO`0*x!RzRE*Rcs>etac}
zXj8%%cFn16_?BLNb8X7P93-=wax=Kd_ax*S_x6y7q4XOD?-L`tItV+H_8#{QDg(QM
z>)CZzT3_F{{%N@tp?I@|{kW9uZ7xyd<)<J#c=Z@(zl{2)oA>8e4FX4m9f52%_LqC%
z;;myA_R(3o@Tsnx1Y#fe{VFl8_#9d*9i%SglFQW^GV)Hxfoi?%YWQke;t+h3d$I-b
z&A8D6W^bxHNDolzoSzxT-PmUvU0iwyh0+UK0oTrtwQkZFUm-@_oeJji=@Z+RT_(w4
zenp}8T&pg+k}T%24N4o8_RsN`$63HO_EI`bj^ZrlTBR0sw*>GrNqWf?mv>XzF}n-i
zEyIgge<)KiEG{=-jrZbV|9K3jS~9exKF6P@=p8Hh9ilT%7i)o?EK7Bg*$DK>*F&mK
zu1Hf&4s0v2wC<>B1mAOJLFW>DluLTFN=7m?rjyf|`;&SIFLGwOSM~!Bo;|BEr#62<
zfQNZ-Q}KP+D~%@_8{Jb$^fN4Gy8d%K`3te1_ufSwhQtYpue;Fhdi$oEN3S>=JJL7t
zsKZc{<I}vRzU<wzxRyhwK8qJ?nndSic!VvWDe?PQ(uq_}+)|9KvW16Y>etO%p5+>@
zez^z<OI5za&HDy(_A%jlX6a{XU~nv-KdRk)P_=;fr#=_)o1)+aD@Gk5p%+|B%5o6~
zUnt`eqt@}6T&xStnv&JUDmEVwqT`j!&3-=dtoW{7hv!jwdR3!4Sk4>xF)r}JO2TF&
zRJZyph@Uov=JmcJRt*p1hPB*HqqrzRk-sQ)X6<V%&XrP~-*WZ4+42VnKTKt47%#-@
zx{%??PJ*$zT(6Q96=xtSj4ra5to4O<f5_oLf4%2DHREmju;i2dj*Z5C%;C9<m2|sH
zdlNC#R(HxD1_Z-6D+_rii?J4HjaZ&fgNi-<zUq@Hek9$f71W%v@=Q%UhDc==(kE>F
z;cYL<W<@-6v9+X%!(^6YZ7=sWN&Z@LGE2xPYP}?@DgR-CNXs@!!p4GK?A(FZK?0o;
zsq}8+6_x}Z{VJYj<-FgAH`p=@QmbdRZnk7d@@ZBy^0hXEK=j?;qJaAh$SQ!{BmF}m
zvrA<rGqp5}|8huEO3VJmj^DxlP8nO<9j}|3b~#e|moo(!PKp>wL2mSfaliiz!e|ma
z!vgBf55~^Lkjq2ZJs1L;Dv7^|QJ>@TiM@PEC}mD$==~eF-uc{V12r?+GV7%6`jVYB
zvJ@sEDzHU478iIL%!4f;FV*{N-%^-#Btcx%|JxE8dR&<W&%Rj8Jtf?4e`<eQYKziZ
z1bGMq>w27mp6W~EiA_BzwT%|Z)0eMbd)mF|1tX~)>L0&4P$lNIUt6H^M`B-GT-;<&
z;SuzLHl*s+WLIu`YWu99pZ6_Ngfx?*rX9PSt|910O<HqbVp<*(s-6tuq7&<>w=^;a
zW^Q0RSTYUj&&Cu=@jLcp@YH!TFz(F?gtlHflr77)IpJ*$U1CFz-zmftqiEvLOXa;Z
zFhiqcGi^^^rPLj=6mK=~#fbF%N-^D9Jh82bpFA6O$)Cw!y3AL%*+FFDRP_CO&|}~U
zKCAhJu`}<$bI;;+3UmIKh^V$)6~z~XpB-OmLaVz%!<5x>tQS}fF4S^Wx3lxuq6}0q
zf4$^rj6aA9v0<DrvM>3&1SZ!T<&8aD#eUW<e>MW<=jSI(o{|IAk_KjB=lYNQ)dTj+
zedi+xg~)L7^O!X#(I-EAV0;fu#0N$_RIh}uoHhIenb^g!=2@vOeBYz{CzX13#V~rw
zrYR<6FA`D>Gb~nEc@RI^m!uzCpPm<;X*$^ab6ZC$izr5ZCdAu;KJ@o^Nu`vF-Jk|_
zer&iTb6#g~Pm2^vzdmlyF)u+4n=E{+>;GLNggr>1$ca#x_VqtU%wHmacBR|n(F>4-
z{Li7A{!{Y9zX!!9>`MRd{~q7`|8V~E`Df3<nPtbR{&U82s_1>jFYQrtNshAwyRZNK
zcstHp;49%bx3-2jKKu82OX#V(ng2QM_5Yna-4gHL<Ie}(g#WBfG!`ht^ZHGUy=E*#
z=EC+q<9}AMnqpA@_~n6*O?IdN#;)AWXDl=X<gx6t?nXPpQ1?ULY-!TnKN!&HR&D4(
z<VipLyBU3R%SRhzDN{IfDD&Cqx*q)Wr6iIvI>7byAC+jqQCCE&+rsg1UG`Ify}dZn
zQEYh6#c3ZC0SDz*zMZS*()7WvT^3YN_^(s=2OLo)=`#MPkp4rq@NgOsf>87h?oUtg
zk9yz~MOB62n9VQo?aIqS?~M^W_B<P{_{Nru9{T8$bfZ7UsrF;ClfnH#S@AAJ`qZ+{
zvg8Y2RS#B2WRv|(FX4*g0#?7%5$(dmekXf$tkx$Uw$BL=NLGksJW68L<u*#=*|9EZ
z!qyy?1Y@JL!aqb4M1l>~K!?9kK`xlEHrSDO8Tow8`>sMHUGNRVZ;t%s-L)NV@%5Cu
z^|o72WKYbT_td%e<_fR1hp?neJm4u1`y<;YkHs8695z>(H%mU??lEH`PAf0*^LCFE
z75D!JhsCNpvC(DtMYm)&oIKn-Ik7cAQ0#78bx|_V=n{2rd`)#X{MmGg@dJp!&4Z#<
zgwZ*cxyJE<`ZSziMdYM(bB&`w^+nVCBxAf~oe#$tvF>_h{`pKE(=#;d1@0onI}rg3
zDkc!gwo&qeiP0t@yXRHC{)URZ*bBn#ty-?@6l60{ROurU-5v>;ll8<%iiYv)U-#1W
zV0-<EdTytZk+WUQ4WR8G9N~SCo(U>j8shEciiU>~hVJzuD$SCdq*rR5{l_QT&ReGf
z(`P*@l`)=i0Y{GtkUf0EWT+2IuO}EiPCc+8*H%@fo7!6xaChvn6v0%yHGw^4QqLRm
zm7;2&ZAfT_jv5&ngt+J>Y~t9jD%T0g>#<T3B^-khKRb_CoJ`V`5c_s;E8pMg5S6$0
z2x8CQeng2$C@>TU$>H!9ue5F3k2Hr6*Ls#NQjl;7hnx8A;9(s$2kz<27jCHuB%RNA
zF8lYud_6lFNH?b5lpYo3i(SM=<v`HZ)`)7py}8~k^Uw}k=OPFID(Cjl*8l=igYDAS
z-*qqjV%5+Uw*S(uu@PcV$NR30V9kl<*Zi4DwPonb&kGa_JEdg@tysB;p~r8e<QlD>
zpCaG0i-o`VMJOhuguV4>Pn@j2vdS;gUtTqiJ??u4Zp2^#1qS$f>Apv!j-M884CHH$
z;~#yPVUI$K)K#8B({m+LmR`u4WjjjVX|xJ`y_p~BAJ4C^vd$r^Pw~LyqU_PVi4nu+
zj#JQ2u$Wfl;VYZ<u}Iw%l<=_woeK{8MwbZhruylQ5ENI-(r_M(?<L^|$S)Vl(pYK>
z?7@vY`a4)BY)G^udIpH_sX5=WL{JHw>|cpv9%7aYmw5I0^|QofeI{mtY@_CV@drPv
z0*@effRLP-q-PWp4wIWbACRXSbmxEg#+#T=Z@%^SVbn)ys@f{Q9eJa))hDv@RH5A1
zM~SE2#G9L0f67t<ezzpp#cNetTm6)Wol}F$lWUUe%1o>xY%t6?Q<iil^()D01A@@r
zG{s>#tv0Kkm~;P{#_+~%>=iyG_<pH!MW%l#AwbN(_euh}Ine*!9p)9uA8o$rSsdB!
zwA6LQ?p)2Y^mpTctq`~^5xwgknI?RuGj=niKf|IS$Kka`6S?MrBzLK)g&gtr%r6@K
zY*l~R`KR1p2-6Xj>!f&aM#S-(&szSQr|vT!q#V$gh+{uWzBVoWt%oFT^B!V6kxVp@
zZliJ0gV}82Uo;E59rLb?-9%k%N3K_|^CrjMW%f4-e^Ko^5u<9idjENy-W|eg*@E+!
z&A!vY&CPi{2v)y!ck2NSp1Q}s#BLP8Ajhe}e*Ie2xljM(>QZ+UJ}I$FuqI#=(26uW
z7+4bffFedSX0w>TD_a72n7EuIuv<F+^Y<X%>tBQ)4L^rr^pUOVF!dka*-VB!s+x-B
zBd~-sM66x!%I=$z!QF*;<E4JC9x*Tf6b@&}4?QNDU97<JY7jhOC)J&~na3r~gvDqE
zTggxIhA&H)KY_3O`AH=bu|G0oKJF5rZWX$r-8Q!~MLs?>2OIF@JrX=6HRyQ^TO%pG
z_#Go<y=O>w2vhl9d4kCPXmi>_R+0-{8~oQ+#h~3Lk0_{~#;`<cYr6mNoU;C27n<yA
zMrF52PnQKblgojrY{jS?{vzl!oz=g&H2NM;6Md=NtK<CSi%$>^mrZ)Bw9r6ZVxsY@
z^%MNgMjV2T4u`|zEBgsu@%&jG4+KSoC0Di0c!*wPM`vAlB!`F%4$1OTrdYE(6kVDg
z-*UdJe&`6-F5%?@;bWVUaQ?OU-h+fTUVXc}j+q}=xBG-xBm1~GYzWxSa@SY!AV_I(
z*Eg)&*=DM7Y)fAs7zw6&NQY%wX|ZL(W+`?=8{!97Lk}kx+F7FC|HEZVgK^d;TN5Q3
zzA{Utw^**vdU|bj_%ShyyRv(IyKG2p!5(Ybe>VErc{%VVmJa8}UHSLzAax;0J`I8n
z91qsM`|CHXaJ=~EQ#F}?Kco{Mb@?Jx=H_tBDc$Jx(B}-5WBA%D<<ozZ@U!qn4h-@r
zy4fh^Ap4!u(@@7}4gHoEgNnmZv#hf%Pyb#joC(Fp!nUOj41@g70zUV@Wc&B^f9s3<
zA9)D>IpxudE+@RVOXAjG;L1MZ*MEHljXS_N1__y)Z#m%!{VRM$DF4N0di|X0|Jud>
sA9_>&>n4AR|9{o_{GW_mkw`4RfQNSt!j|T4aVTORr9KqB)A{<p0ZQY-XaE2J

literal 0
HcmV?d00001

diff --git a/docs/images/hero-dark.svg b/docs/images/hero-dark.svg
new file mode 100644
index 00000000..c6a30e88
--- /dev/null
+++ b/docs/images/hero-dark.svg
@@ -0,0 +1,161 @@
+<svg width="700" height="320" viewBox="0 0 700 320" fill="none" xmlns="http://www.w3.org/2000/svg">
+<g clip-path="url(#clip0_2862_30)">
+<rect width="700" height="320" rx="16" fill="url(#paint0_linear_2862_30)"/>
+<path d="M311.889 247.3C283.097 247.215 258.226 231.466 246.292 201.629C234.357 171.793 238.02 134.523 253.414 101.112C282.206 101.197 307.077 116.945 319.011 146.782C330.946 176.619 327.283 213.888 311.889 247.3Z" fill="white"/>
+<path d="M311.889 247.3C283.097 247.215 258.226 231.466 246.292 201.629C234.357 171.793 238.02 134.523 253.414 101.112C282.206 101.197 307.077 116.945 319.011 146.782C330.946 176.619 327.283 213.888 311.889 247.3Z" fill="url(#paint1_radial_2862_30)"/>
+<path d="M311.889 247.3C283.097 247.215 258.226 231.466 246.292 201.629C234.357 171.793 238.02 134.523 253.414 101.112C282.206 101.197 307.077 116.945 319.011 146.782C330.946 176.619 327.283 213.888 311.889 247.3Z" fill="black" fill-opacity="0.5" style="mix-blend-mode:hard-light"/>
+<path d="M311.889 247.3C283.097 247.215 258.226 231.466 246.292 201.629C234.357 171.793 238.02 134.523 253.414 101.112C282.206 101.197 307.077 116.945 319.011 146.782C330.946 176.619 327.283 213.888 311.889 247.3Z" fill="url(#paint2_linear_2862_30)" fill-opacity="0.5" style="mix-blend-mode:hard-light"/>
+<path d="M311.72 247.034C283.108 246.887 258.409 231.208 246.538 201.531C234.656 171.825 238.271 134.702 253.583 101.377C282.195 101.524 306.894 117.203 318.765 146.88C330.647 176.586 327.031 213.709 311.72 247.034Z" stroke="url(#paint3_linear_2862_30)" stroke-opacity="0.05" stroke-width="0.530516"/>
+<path d="M305.839 247.174C343.92 237.419 377.154 210.619 393.585 171.64C410.017 132.661 405.98 90.1988 386.347 56.1934C348.266 65.9477 315.032 92.7486 298.601 131.728C282.169 170.706 286.206 213.168 305.839 247.174Z" fill="white"/>
+<path d="M305.839 247.174C343.92 237.419 377.154 210.619 393.585 171.64C410.017 132.661 405.98 90.1988 386.347 56.1934C348.266 65.9477 315.032 92.7486 298.601 131.728C282.169 170.706 286.206 213.168 305.839 247.174Z" fill="url(#paint4_radial_2862_30)"/>
+<path d="M393.341 171.537C376.971 210.369 343.89 237.091 305.969 246.867C286.462 212.959 282.476 170.663 298.845 131.831C315.215 92.9978 348.295 66.2765 386.217 56.5004C405.724 90.4077 409.71 132.704 393.341 171.537Z" stroke="url(#paint5_linear_2862_30)" stroke-opacity="0.05" stroke-width="0.530516"/>
+<path d="M305.686 246.995C329.749 266.114 361.965 272.832 393.67 262.129C425.376 251.426 449.499 225.691 461.03 194.556C436.967 175.437 404.751 168.719 373.045 179.422C341.34 190.125 317.217 215.86 305.686 246.995Z" fill="white"/>
+<path d="M305.686 246.995C329.749 266.114 361.965 272.832 393.67 262.129C425.376 251.426 449.499 225.691 461.03 194.556C436.967 175.437 404.751 168.719 373.045 179.422C341.34 190.125 317.217 215.86 305.686 246.995Z" fill="url(#paint6_radial_2862_30)"/>
+<path d="M305.686 246.995C329.749 266.114 361.965 272.832 393.67 262.129C425.376 251.426 449.499 225.691 461.03 194.556C436.967 175.437 404.751 168.719 373.045 179.422C341.34 190.125 317.217 215.86 305.686 246.995Z" fill="black" fill-opacity="0.2" style="mix-blend-mode:hard-light"/>
+<path d="M305.686 246.995C329.749 266.114 361.965 272.832 393.67 262.129C425.376 251.426 449.499 225.691 461.03 194.556C436.967 175.437 404.751 168.719 373.045 179.422C341.34 190.125 317.217 215.86 305.686 246.995Z" fill="url(#paint7_linear_2862_30)" fill-opacity="0.5" style="mix-blend-mode:hard-light"/>
+<path d="M393.586 261.878C362.034 272.529 329.98 265.88 306.002 246.907C317.534 215.919 341.57 190.327 373.13 179.673C404.681 169.023 436.735 175.671 460.714 194.644C449.181 225.632 425.145 251.224 393.586 261.878Z" stroke="url(#paint8_linear_2862_30)" stroke-opacity="0.05" stroke-width="0.530516"/>
+<g opacity="0.8" filter="url(#filter0_f_2862_30)">
+<circle cx="660" cy="-60" r="160" fill="#18E244" fill-opacity="0.4"/>
+</g>
+<g opacity="0.8" filter="url(#filter1_f_2862_30)">
+<circle cx="20" cy="213" r="160" fill="#18CAE2" fill-opacity="0.33"/>
+</g>
+<g opacity="0.8" filter="url(#filter2_f_2862_30)">
+<circle cx="660" cy="480" r="160" fill="#18E2B2" fill-opacity="0.52"/>
+</g>
+<g opacity="0.8" filter="url(#filter3_f_2862_30)">
+<circle cx="20" cy="413" r="160" fill="#4018E2" fill-opacity="0.22"/>
+</g>
+<path opacity="0.2" d="M0 50H700" stroke="url(#paint9_radial_2862_30)" stroke-dasharray="4 4"/>
+<path opacity="0.1" d="M0 82H700" stroke="url(#paint10_radial_2862_30)" stroke-dasharray="4 4"/>
+<path opacity="0.2" d="M239 0L239 320" stroke="url(#paint11_radial_2862_30)" stroke-dasharray="4 4"/>
+<path opacity="0.1" d="M271 0L271 320" stroke="url(#paint12_radial_2862_30)" stroke-dasharray="4 4"/>
+<path opacity="0.2" d="M461 0L461 320" stroke="url(#paint13_radial_2862_30)" stroke-dasharray="4 4"/>
+<path opacity="0.1" d="M429 0L429 320" stroke="url(#paint14_radial_2862_30)" stroke-dasharray="4 4"/>
+<path opacity="0.2" d="M0 271H700" stroke="url(#paint15_radial_2862_30)" stroke-dasharray="4 4"/>
+<path opacity="0.1" d="M0 239H700" stroke="url(#paint16_radial_2862_30)" stroke-dasharray="4 4"/>
+<g style="mix-blend-mode:overlay" opacity="0.1">
+<path d="M0 160H700" stroke="url(#paint17_linear_2862_30)"/>
+</g>
+<g style="mix-blend-mode:overlay" opacity="0.2">
+<path d="M511 -1L189 321" stroke="url(#paint18_linear_2862_30)"/>
+</g>
+<g style="mix-blend-mode:overlay" opacity="0.2">
+<path d="M511 321L189 -1" stroke="url(#paint19_linear_2862_30)"/>
+</g>
+<g style="mix-blend-mode:overlay" opacity="0.1">
+<circle cx="350" cy="160" r="111" stroke="white"/>
+</g>
+<g style="mix-blend-mode:overlay" opacity="0.1">
+<circle cx="350" cy="160" r="79" stroke="white"/>
+</g>
+</g>
+<defs>
+<filter id="filter0_f_2862_30" x="260" y="-460" width="800" height="800" filterUnits="userSpaceOnUse" color-interpolation-filters="sRGB">
+<feFlood flood-opacity="0" result="BackgroundImageFix"/>
+<feBlend mode="normal" in="SourceGraphic" in2="BackgroundImageFix" result="shape"/>
+<feGaussianBlur stdDeviation="120" result="effect1_foregroundBlur_2862_30"/>
+</filter>
+<filter id="filter1_f_2862_30" x="-380" y="-187" width="800" height="800" filterUnits="userSpaceOnUse" color-interpolation-filters="sRGB">
+<feFlood flood-opacity="0" result="BackgroundImageFix"/>
+<feBlend mode="normal" in="SourceGraphic" in2="BackgroundImageFix" result="shape"/>
+<feGaussianBlur stdDeviation="120" result="effect1_foregroundBlur_2862_30"/>
+</filter>
+<filter id="filter2_f_2862_30" x="260" y="80" width="800" height="800" filterUnits="userSpaceOnUse" color-interpolation-filters="sRGB">
+<feFlood flood-opacity="0" result="BackgroundImageFix"/>
+<feBlend mode="normal" in="SourceGraphic" in2="BackgroundImageFix" result="shape"/>
+<feGaussianBlur stdDeviation="120" result="effect1_foregroundBlur_2862_30"/>
+</filter>
+<filter id="filter3_f_2862_30" x="-380" y="13" width="800" height="800" filterUnits="userSpaceOnUse" color-interpolation-filters="sRGB">
+<feFlood flood-opacity="0" result="BackgroundImageFix"/>
+<feBlend mode="normal" in="SourceGraphic" in2="BackgroundImageFix" result="shape"/>
+<feGaussianBlur stdDeviation="120" result="effect1_foregroundBlur_2862_30"/>
+</filter>
+<linearGradient id="paint0_linear_2862_30" x1="1.04308e-05" y1="320" x2="710.784" y2="26.0793" gradientUnits="userSpaceOnUse">
+<stop stop-color="#18E299" stop-opacity="0.09"/>
+<stop offset="0.729167" stop-color="#0D9373" stop-opacity="0.08"/>
+</linearGradient>
+<radialGradient id="paint1_radial_2862_30" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(208.697 189.703) rotate(-10.029) scale(169.097 167.466)">
+<stop stop-color="#00B0BB"/>
+<stop offset="1" stop-color="#00DB65"/>
+</radialGradient>
+<linearGradient id="paint2_linear_2862_30" x1="306.587" y1="93.5598" x2="252.341" y2="224.228" gradientUnits="userSpaceOnUse">
+<stop stop-color="#18E299"/>
+<stop offset="1"/>
+</linearGradient>
+<linearGradient id="paint3_linear_2862_30" x1="311.84" y1="123.717" x2="253.579" y2="224.761" gradientUnits="userSpaceOnUse">
+<stop/>
+<stop offset="1" stop-opacity="0"/>
+</linearGradient>
+<radialGradient id="paint4_radial_2862_30" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(313.407 243.64) rotate(-75.7542) scale(203.632 223.902)">
+<stop stop-color="#00BBBB"/>
+<stop offset="0.712616" stop-color="#00DB65"/>
+</radialGradient>
+<linearGradient id="paint5_linear_2862_30" x1="308.586" y1="102.284" x2="383.487" y2="201.169" gradientUnits="userSpaceOnUse">
+<stop/>
+<stop offset="1" stop-opacity="0"/>
+</linearGradient>
+<radialGradient id="paint6_radial_2862_30" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(311.446 249.925) rotate(-20.3524) scale(174.776 163.096)">
+<stop stop-color="#00B0BB"/>
+<stop offset="1" stop-color="#00DB65"/>
+</radialGradient>
+<linearGradient id="paint7_linear_2862_30" x1="395.842" y1="169.781" x2="332.121" y2="263.82" gradientUnits="userSpaceOnUse">
+<stop stop-color="#00B1BC"/>
+<stop offset="1"/>
+</linearGradient>
+<linearGradient id="paint8_linear_2862_30" x1="395.842" y1="169.781" x2="370.99" y2="271.799" gradientUnits="userSpaceOnUse">
+<stop/>
+<stop offset="1" stop-opacity="0"/>
+</linearGradient>
+<radialGradient id="paint9_radial_2862_30" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(350 50) scale(398.125 182)">
+<stop offset="0.348958" stop-color="#84FFD3"/>
+<stop offset="0.880208" stop-color="#18E299" stop-opacity="0"/>
+</radialGradient>
+<radialGradient id="paint10_radial_2862_30" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(350 82) scale(398.125 182)">
+<stop offset="0.348958" stop-color="#84FFD3"/>
+<stop offset="0.880208" stop-color="#18E299" stop-opacity="0"/>
+</radialGradient>
+<radialGradient id="paint11_radial_2862_30" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(239 160) rotate(90) scale(182 182)">
+<stop offset="0.348958" stop-color="#84FFD3"/>
+<stop offset="0.880208" stop-color="#18E299" stop-opacity="0"/>
+</radialGradient>
+<radialGradient id="paint12_radial_2862_30" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(271 160) rotate(90) scale(182 182)">
+<stop offset="0.348958" stop-color="#84FFD3"/>
+<stop offset="0.880208" stop-color="#18E299" stop-opacity="0"/>
+</radialGradient>
+<radialGradient id="paint13_radial_2862_30" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(461 160) rotate(90) scale(182 182)">
+<stop offset="0.348958" stop-color="#84FFD3"/>
+<stop offset="0.880208" stop-color="#18E299" stop-opacity="0"/>
+</radialGradient>
+<radialGradient id="paint14_radial_2862_30" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(429 160) rotate(90) scale(182 182)">
+<stop offset="0.348958" stop-color="#84FFD3"/>
+<stop offset="0.880208" stop-color="#18E299" stop-opacity="0"/>
+</radialGradient>
+<radialGradient id="paint15_radial_2862_30" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(350 271) scale(398.125 182)">
+<stop offset="0.348958" stop-color="#84FFD3"/>
+<stop offset="0.880208" stop-color="#18E299" stop-opacity="0"/>
+</radialGradient>
+<radialGradient id="paint16_radial_2862_30" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(350 239) scale(398.125 182)">
+<stop offset="0.348958" stop-color="#84FFD3"/>
+<stop offset="0.880208" stop-color="#18E299" stop-opacity="0"/>
+</radialGradient>
+<linearGradient id="paint17_linear_2862_30" x1="0" y1="160" x2="700" y2="160" gradientUnits="userSpaceOnUse">
+<stop stop-color="white" stop-opacity="0.1"/>
+<stop offset="0.5" stop-color="white"/>
+<stop offset="1" stop-color="white" stop-opacity="0.1"/>
+</linearGradient>
+<linearGradient id="paint18_linear_2862_30" x1="511" y1="-1" x2="189" y2="321" gradientUnits="userSpaceOnUse">
+<stop stop-color="white" stop-opacity="0.1"/>
+<stop offset="0.5" stop-color="white"/>
+<stop offset="1" stop-color="white" stop-opacity="0.1"/>
+</linearGradient>
+<linearGradient id="paint19_linear_2862_30" x1="511" y1="321" x2="189" y2="-0.999997" gradientUnits="userSpaceOnUse">
+<stop stop-color="white" stop-opacity="0.1"/>
+<stop offset="0.5" stop-color="white"/>
+<stop offset="1" stop-color="white" stop-opacity="0.1"/>
+</linearGradient>
+<clipPath id="clip0_2862_30">
+<rect width="700" height="320" rx="16" fill="white"/>
+</clipPath>
+</defs>
+</svg>
diff --git a/docs/images/hero-light.svg b/docs/images/hero-light.svg
new file mode 100644
index 00000000..297d68fb
--- /dev/null
+++ b/docs/images/hero-light.svg
@@ -0,0 +1,155 @@
+<svg width="700" height="320" viewBox="0 0 700 320" fill="none" xmlns="http://www.w3.org/2000/svg">
+<g clip-path="url(#clip0_2862_278)">
+<rect width="700" height="320" rx="16" fill="url(#paint0_linear_2862_278)"/>
+<path d="M311.889 247.3C283.097 247.215 258.226 231.466 246.292 201.629C234.357 171.793 238.02 134.523 253.414 101.112C282.206 101.197 307.077 116.945 319.011 146.782C330.946 176.619 327.283 213.888 311.889 247.3Z" fill="white"/>
+<path d="M311.889 247.3C283.097 247.215 258.226 231.466 246.292 201.629C234.357 171.793 238.02 134.523 253.414 101.112C282.206 101.197 307.077 116.945 319.011 146.782C330.946 176.619 327.283 213.888 311.889 247.3Z" fill="url(#paint1_radial_2862_278)"/>
+<path d="M311.889 247.3C283.097 247.215 258.226 231.466 246.292 201.629C234.357 171.793 238.02 134.523 253.414 101.112C282.206 101.197 307.077 116.945 319.011 146.782C330.946 176.619 327.283 213.888 311.889 247.3Z" fill="black" fill-opacity="0.5" style="mix-blend-mode:hard-light"/>
+<path d="M311.889 247.3C283.097 247.215 258.226 231.466 246.292 201.629C234.357 171.793 238.02 134.523 253.414 101.112C282.206 101.197 307.077 116.945 319.011 146.782C330.946 176.619 327.283 213.888 311.889 247.3Z" fill="url(#paint2_linear_2862_278)" fill-opacity="0.5" style="mix-blend-mode:hard-light"/>
+<path d="M311.72 247.034C283.108 246.887 258.409 231.208 246.538 201.531C234.656 171.825 238.271 134.702 253.583 101.377C282.195 101.524 306.894 117.203 318.765 146.88C330.647 176.586 327.031 213.709 311.72 247.034Z" stroke="url(#paint3_linear_2862_278)" stroke-opacity="0.05" stroke-width="0.530516"/>
+<path d="M305.839 247.174C343.92 237.419 377.154 210.619 393.585 171.64C410.017 132.661 405.98 90.1988 386.347 56.1934C348.266 65.9477 315.032 92.7486 298.601 131.728C282.169 170.706 286.206 213.168 305.839 247.174Z" fill="white"/>
+<path d="M305.839 247.174C343.92 237.419 377.154 210.619 393.585 171.64C410.017 132.661 405.98 90.1988 386.347 56.1934C348.266 65.9477 315.032 92.7486 298.601 131.728C282.169 170.706 286.206 213.168 305.839 247.174Z" fill="url(#paint4_radial_2862_278)"/>
+<path d="M393.341 171.537C376.971 210.369 343.89 237.091 305.969 246.867C286.462 212.959 282.476 170.663 298.845 131.831C315.215 92.9978 348.295 66.2765 386.217 56.5004C405.724 90.4077 409.71 132.704 393.341 171.537Z" stroke="url(#paint5_linear_2862_278)" stroke-opacity="0.05" stroke-width="0.530516"/>
+<path d="M305.686 246.995C329.75 266.114 361.965 272.832 393.671 262.129C425.376 251.426 449.499 225.691 461.03 194.556C436.967 175.437 404.751 168.719 373.046 179.422C341.34 190.125 317.217 215.86 305.686 246.995Z" fill="white"/>
+<path d="M305.686 246.995C329.75 266.114 361.965 272.832 393.671 262.129C425.376 251.426 449.499 225.691 461.03 194.556C436.967 175.437 404.751 168.719 373.046 179.422C341.34 190.125 317.217 215.86 305.686 246.995Z" fill="url(#paint6_radial_2862_278)"/>
+<path d="M305.686 246.995C329.75 266.114 361.965 272.832 393.671 262.129C425.376 251.426 449.499 225.691 461.03 194.556C436.967 175.437 404.751 168.719 373.046 179.422C341.34 190.125 317.217 215.86 305.686 246.995Z" fill="black" fill-opacity="0.2" style="mix-blend-mode:hard-light"/>
+<path d="M305.686 246.995C329.75 266.114 361.965 272.832 393.671 262.129C425.376 251.426 449.499 225.691 461.03 194.556C436.967 175.437 404.751 168.719 373.046 179.422C341.34 190.125 317.217 215.86 305.686 246.995Z" fill="url(#paint7_linear_2862_278)" fill-opacity="0.5" style="mix-blend-mode:hard-light"/>
+<path d="M393.586 261.878C362.035 272.529 329.981 265.88 306.002 246.907C317.535 215.919 341.571 190.327 373.13 179.673C404.682 169.023 436.736 175.671 460.715 194.644C449.182 225.632 425.146 251.224 393.586 261.878Z" stroke="url(#paint8_linear_2862_278)" stroke-opacity="0.05" stroke-width="0.530516"/>
+<g opacity="0.8" filter="url(#filter0_f_2862_278)">
+<circle cx="660" cy="-60" r="160" fill="#18E299" fill-opacity="0.4"/>
+</g>
+<g opacity="0.8" filter="url(#filter1_f_2862_278)">
+<circle cx="20" cy="213" r="160" fill="#18E299" fill-opacity="0.33"/>
+</g>
+<g opacity="0.8" filter="url(#filter2_f_2862_278)">
+<circle cx="660" cy="480" r="160" fill="#18E299" fill-opacity="0.52"/>
+</g>
+<g opacity="0.8" filter="url(#filter3_f_2862_278)">
+<circle cx="20" cy="413" r="160" fill="#18E299" fill-opacity="0.22"/>
+</g>
+<g style="mix-blend-mode:overlay" opacity="0.1">
+<path d="M0 50H700" stroke="black" stroke-dasharray="4 4"/>
+</g>
+<g style="mix-blend-mode:overlay" opacity="0.1">
+<path d="M0 82H700" stroke="black" stroke-dasharray="4 4"/>
+</g>
+<g style="mix-blend-mode:overlay" opacity="0.1">
+<path d="M239 0L239 320" stroke="black" stroke-dasharray="4 4"/>
+</g>
+<g style="mix-blend-mode:overlay" opacity="0.1">
+<path d="M271 0L271 320" stroke="black" stroke-dasharray="4 4"/>
+</g>
+<g style="mix-blend-mode:overlay" opacity="0.1">
+<path d="M461 0L461 320" stroke="black" stroke-dasharray="4 4"/>
+</g>
+<g style="mix-blend-mode:overlay" opacity="0.1">
+<path d="M350 0L350 320" stroke="url(#paint9_linear_2862_278)"/>
+</g>
+<g style="mix-blend-mode:overlay" opacity="0.1">
+<path d="M429 0L429 320" stroke="black" stroke-dasharray="4 4"/>
+</g>
+<g style="mix-blend-mode:overlay" opacity="0.1">
+<path d="M0 271H700" stroke="black" stroke-dasharray="4 4"/>
+</g>
+<g style="mix-blend-mode:overlay" opacity="0.1">
+<path d="M0 239H700" stroke="black" stroke-dasharray="4 4"/>
+</g>
+<g style="mix-blend-mode:overlay" opacity="0.1">
+<path d="M0 160H700" stroke="url(#paint10_linear_2862_278)"/>
+</g>
+<g style="mix-blend-mode:overlay" opacity="0.1">
+<path d="M511 -1L189 321" stroke="url(#paint11_linear_2862_278)"/>
+</g>
+<g style="mix-blend-mode:overlay" opacity="0.1">
+<path d="M511 321L189 -1" stroke="url(#paint12_linear_2862_278)"/>
+</g>
+<g style="mix-blend-mode:overlay" opacity="0.05">
+<circle cx="350" cy="160" r="111" stroke="black"/>
+</g>
+<g style="mix-blend-mode:overlay" opacity="0.05">
+<circle cx="350" cy="160" r="79" stroke="black"/>
+</g>
+</g>
+<defs>
+<filter id="filter0_f_2862_278" x="260" y="-460" width="800" height="800" filterUnits="userSpaceOnUse" color-interpolation-filters="sRGB">
+<feFlood flood-opacity="0" result="BackgroundImageFix"/>
+<feBlend mode="normal" in="SourceGraphic" in2="BackgroundImageFix" result="shape"/>
+<feGaussianBlur stdDeviation="120" result="effect1_foregroundBlur_2862_278"/>
+</filter>
+<filter id="filter1_f_2862_278" x="-380" y="-187" width="800" height="800" filterUnits="userSpaceOnUse" color-interpolation-filters="sRGB">
+<feFlood flood-opacity="0" result="BackgroundImageFix"/>
+<feBlend mode="normal" in="SourceGraphic" in2="BackgroundImageFix" result="shape"/>
+<feGaussianBlur stdDeviation="120" result="effect1_foregroundBlur_2862_278"/>
+</filter>
+<filter id="filter2_f_2862_278" x="260" y="80" width="800" height="800" filterUnits="userSpaceOnUse" color-interpolation-filters="sRGB">
+<feFlood flood-opacity="0" result="BackgroundImageFix"/>
+<feBlend mode="normal" in="SourceGraphic" in2="BackgroundImageFix" result="shape"/>
+<feGaussianBlur stdDeviation="120" result="effect1_foregroundBlur_2862_278"/>
+</filter>
+<filter id="filter3_f_2862_278" x="-380" y="13" width="800" height="800" filterUnits="userSpaceOnUse" color-interpolation-filters="sRGB">
+<feFlood flood-opacity="0" result="BackgroundImageFix"/>
+<feBlend mode="normal" in="SourceGraphic" in2="BackgroundImageFix" result="shape"/>
+<feGaussianBlur stdDeviation="120" result="effect1_foregroundBlur_2862_278"/>
+</filter>
+<linearGradient id="paint0_linear_2862_278" x1="1.04308e-05" y1="320" x2="710.784" y2="26.0793" gradientUnits="userSpaceOnUse">
+<stop stop-color="#18E299" stop-opacity="0.09"/>
+<stop offset="0.729167" stop-color="#0D9373" stop-opacity="0.08"/>
+</linearGradient>
+<radialGradient id="paint1_radial_2862_278" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(208.697 189.703) rotate(-10.029) scale(169.097 167.466)">
+<stop stop-color="#00B0BB"/>
+<stop offset="1" stop-color="#00DB65"/>
+</radialGradient>
+<linearGradient id="paint2_linear_2862_278" x1="306.587" y1="93.5598" x2="252.341" y2="224.228" gradientUnits="userSpaceOnUse">
+<stop stop-color="#18E299"/>
+<stop offset="1"/>
+</linearGradient>
+<linearGradient id="paint3_linear_2862_278" x1="311.84" y1="123.717" x2="253.579" y2="224.761" gradientUnits="userSpaceOnUse">
+<stop/>
+<stop offset="1" stop-opacity="0"/>
+</linearGradient>
+<radialGradient id="paint4_radial_2862_278" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(313.407 243.64) rotate(-75.7542) scale(203.632 223.902)">
+<stop stop-color="#00BBBB"/>
+<stop offset="0.712616" stop-color="#00DB65"/>
+</radialGradient>
+<linearGradient id="paint5_linear_2862_278" x1="308.586" y1="102.284" x2="383.487" y2="201.169" gradientUnits="userSpaceOnUse">
+<stop/>
+<stop offset="1" stop-opacity="0"/>
+</linearGradient>
+<radialGradient id="paint6_radial_2862_278" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(311.447 249.925) rotate(-20.3524) scale(174.776 163.096)">
+<stop stop-color="#00B0BB"/>
+<stop offset="1" stop-color="#00DB65"/>
+</radialGradient>
+<linearGradient id="paint7_linear_2862_278" x1="395.843" y1="169.781" x2="332.121" y2="263.82" gradientUnits="userSpaceOnUse">
+<stop stop-color="#00B1BC"/>
+<stop offset="1"/>
+</linearGradient>
+<linearGradient id="paint8_linear_2862_278" x1="395.843" y1="169.781" x2="370.991" y2="271.799" gradientUnits="userSpaceOnUse">
+<stop/>
+<stop offset="1" stop-opacity="0"/>
+</linearGradient>
+<linearGradient id="paint9_linear_2862_278" x1="350" y1="0" x2="350" y2="320" gradientUnits="userSpaceOnUse">
+<stop stop-opacity="0"/>
+<stop offset="0.0001" stop-opacity="0.3"/>
+<stop offset="0.333333"/>
+<stop offset="0.666667"/>
+<stop offset="1" stop-opacity="0.3"/>
+</linearGradient>
+<linearGradient id="paint10_linear_2862_278" x1="0" y1="160" x2="700" y2="160" gradientUnits="userSpaceOnUse">
+<stop stop-opacity="0.1"/>
+<stop offset="0.5"/>
+<stop offset="1" stop-opacity="0.1"/>
+</linearGradient>
+<linearGradient id="paint11_linear_2862_278" x1="511" y1="-1" x2="189" y2="321" gradientUnits="userSpaceOnUse">
+<stop stop-opacity="0.1"/>
+<stop offset="0.5"/>
+<stop offset="1" stop-opacity="0.1"/>
+</linearGradient>
+<linearGradient id="paint12_linear_2862_278" x1="511" y1="321" x2="189" y2="-0.999997" gradientUnits="userSpaceOnUse">
+<stop stop-opacity="0.1"/>
+<stop offset="0.5"/>
+<stop offset="1" stop-opacity="0.1"/>
+</linearGradient>
+<clipPath id="clip0_2862_278">
+<rect width="700" height="320" rx="16" fill="white"/>
+</clipPath>
+</defs>
+</svg>
diff --git a/docs/images/oauth-1.png b/docs/images/oauth-1.png
new file mode 100644
index 0000000000000000000000000000000000000000..9091f6462606f9bbc918b8d9fbecebf971d3cc11
GIT binary patch
literal 34008
zcmce-WmH^2v@VDQ2^!ob5Fog_G!Y=UySux)y9IYh2!RCm#x=N0pmC>>MjL5-I``eT
zM%H_??yNU6{imf)pQ^Lv+uz=`D^^8G1{;GM0|5a6TlULmH3S4CK?DTEQFK)JFE8VE
zSMax2?jL0}(BZEDbc-1HcQOwt9S?P9D-Ul|H%kO-Cuc`Xc6W0(OG_tr8)uI*<ZcQ0
zMcn@``s8M5>S62bM5|%zXo;Zc>||l;OUuJgtK{ru>1bx@M$5y+!$-@_CBi2x!p%*q
zqL?+!+Jt~Wiy-^?gN9E&WG&D@!?N$?0vEUMEw}VrRF<4dqB;CNVrEPMMOS_X;Jg=s
zqqh`L?HI@`{@v60s5!E6rTj1BDY4$la$5XPphfcs+oMv`cJda>or2yLx=+P8TwL7%
zRF@D$ZkpP|hoDX$X7HBCqOkkqc-C>-BpD!UZ13ae&!7Luz`Q+C;2%CKF-20~;o)5{
zV+hjG(QT^}I{h0id%qe3e<`cBz{l{4ie2d8gA!6(((u86xV}XA7>w}0@JD>mUm_vx
zs*S@EA7k->1;5b>0|U#~v>by)6=p~=z*iog*BySYw{{4AWTpuxyp8ep@QG&m37zzq
zn-`$F`uyqIt$GSCfApr97W^)MnajBeN)LL{vy9io+a0dm2TDQe^nESP6Xx_ztr>nM
z0{jtTV$i{tpe}>pwI=pV{el-_ysa(A(jxW>=*ISCP@Ta#XR~}WCmkIaHIf4N*jvQ+
zvWgs`xbHDLm2&<uIOMuWM7MiR)<~5~d*Ia@A}^<=%@(DOVOe3H+OXB`-3wh=+c7eR
z^WNw@-OhbS>U^j@9bF%yPQi;n)@}Srs*C%%2?~6w{rh7aX1E9grV27#pmRmfSB>e=
zQP!ILOt%i^8aIBlyb3nNT?L+HHUj6@Cc8a7`!5gm;b^Sc&`kq`>h4p$Y8p31cN-!2
zthfS>R-Vr*yUz^C3C0SxI6`nu7%H+0Cf1AVIdq`pF?Lbg<-$jCL(q7G*Gd`Q(b46*
z+M36p<1*3F8T7(6Hpy(wu$n(YoHh5oV{`y6NQ6@wf&e+ozgbyZ?|m>s5Zw6?RcAcn
zyO)paIiiUc7dZu9P8Xpvu<J+Fc1sfd<2wsuaaGgjgak|nYLfYR$AxwDZ}*oxM{xkJ
z#oyuge0Q7u69HOkqt}auE2bpM*6l?&)Ri`;%W*O2&g%QU;Y1VAj;dovBlY8yK~PN0
z7kj%_#D%j;<kh!Z8hTcg#~a%&H|B6930jh`l_}VBPiWprT(3j}4P4Fw9)FzmoXz^e
z$TIgw)=`DQM1S!uFTn)%;_9jGt};8YZ<F)Pv@E%`Qd4+uh)z5UrsUR;qlXeZe?JwR
zyqY>?RmQ{HVjnuH^v%PSSRF6kV7DPK+ZPkc8haSHG}*7o8*>oGIdJrrpJiUqgxhv>
zUt;w8wA-QQ@t~2J)%v;RC-X2eGLkQb7ef<o>EIJ>&U5pDMqMg{<A3;$+0<st&_nUQ
zS=L_ga`bZg@d(|_sNB$DTXJrLVW}Y>C=k4BThADx+k;GlN(NEPD%|RV%F-@b&OGgA
z+mzO}Yn+@0e&@O~b!t7Y9s3nlv6U4wN5D-q)74fG5084C(klpfaLabT7UpbdH7E3~
z^j^U8M{G=tjpPM0ON||Z4G!MmF!#h;)Xk2OIid6*-lS`1(~|YiKv;z>NR-CK`xAd8
zDMGhASoLKK*G01{x#BYL(eF8?19!Dbt_n?9Sr*4^cJ>F=!i0XoYAD$LXlzU<|4Apl
zO#p81+v(wob0<56RUDE~odUS=^W#dNvQ3@xOkH!Fk&N}meF`|=+E*`cfMWq_(<%bo
zVZO>x74b>b)?7pFc{&sNM}jJ%lq*j!I5(*mks4oPDzY<r4$!FUcN92XXz!E<&>*}Z
zj_I=<TkD)BcZEmQljQX)s>iDy^<;8tYGl*U?;yc_@zApfZfH)bW%RydzgXAT-5`pq
zv^B>@a7R8l*<ku@8|b_>0IjY_V`&IKtv`-7`0)>{LQn~jPes4M9s7L^T<F$@c^9nf
z)C-G*BJiJbkw5t(6&L?zjY8EY<A`qZZ3DODT1h877!OIriMRE2B%<(mZ@&$Ld&Q$S
zY?HXVNYIxYF6fhL0z5n%20ma%00kN=j;Bu0=g&fDtV$fK9(?CQbOzoIaNXo}>6fe8
z<%@#%i2gSDin!Vr;@-ytUu`;f)vB+Y3j!&7R_4Rz!px1K!4uTxAr3cD0`bctzpT{@
z;L=|WwHoE~t9lfLTSRBS3G$G>w2~#I{AVA|5FBKMW64>+r5nBE4n@G<Oh!0pQ(*`u
zo_@ixbNZgscxAH_vX;5^&&45GloN&@6oH9opQQvheCO{cOWL-RT`Rpe$f*ed=z#v&
zfOcSogH*hwAr33H<*9!EQ!x_((f*KTBD;WM=x77SiKi^TZMnM35ow!p&cdTV-25p=
z^cPP3PQjqndD#30aM{qw^I3n~*QI*#^k*q?5w1Ysywy4yjgu31br~~ylWz6jHbvx^
z&dfv0TsRH_Y$fZW^RK?{*YOo9vkFAt@dt-mr9BM20v@m&rQD(4EO~F~ybxdSS$f2K
zCtC|IlhP%mnCBL8?f^`LuW6pY4S>iKvWbxs^N>{bvrQP;#pQf6;$`KN@i%meI*QwH
zZW(A<+FF%lD27&EeU{pBPI9UynBFJ8W?aN=&76|EsTFx~lmK0+#xoHH!=VZ-Pr?r8
zJsRsWj-->{^EiCnjC36&a13{J1rk!yB=2x6?${1(ZJjzcl7E_0&9Q66!%JZ#SAl##
zJp98+{8w!n<TiItd=7_kh1M?pJZ>(yH}7{a&yk1!8DbyYf}?5MfTTH~KP<S&mk&~q
zJa)lQUC)_3W$%gh&$g8nd2)-~)z?9KbMvF~sw8?VB2-1-lO@qYcs%jtf-Y802FL%s
za~4ER&77*R4O~>SC+p7M#<NPQfrsn$eWx-wM6^2NO+5!ful@o5_HF6)Kd^8db?B^w
z3q1I))u4LrDKK8*$M2@nj`Gl7Trc~fLsYhYNeXL|C$PL9+-gIO54B=h{YTW^>beKi
zUnt#PKhLc9fAr13%<KH#D&hSO?E)TxD>n`uf)*ybS#J0^gDrhF1U$=u8F++%g9zpK
zPA8ka7&uxQd@n2O>Y)HuX2)l_sD)#=gqOG4s<J4u1WMO<#E*CG{_NcRi@F<}7=qxI
zQqh(W0dH4+Pi=Aj5!iYFI3p%zIQEzR5v8_66;sWx>ehjSq+MD#S=c4|D*#B7`4`1@
zg_>6LcXIWdmMJ7FwctWX$s}~@LWW;NsDI21n_q%ySOAI@o-LAIOKg$S!pF}j{*$5j
z#T5Nl3Cn+l=^#~U*=sL;fK#E}#u*apxc?wZ!1Vt&r}!_huu<LDf}+$^5k<!6ixV56
z{bK<`#?B0XI3unEr=%S_e5@HsyrBJ4Q#)n)=$-di+ogxX4v$A3PL&B+Oh$4wy_ic|
zVg-8wOJmC$oEBRZ?Ngt(;LHNt(bE8AM$0SAmz`|E9U=F*Y4+o}e{n$Mt>$kHb`^QQ
z(vTvkHNG|InK#VtSMWP4zwm_gJ7clJ;30D*KiFtNf<J3-@y7Hf;yM3&6<j3w4U=Xq
zh~<JQ?#?(s!tv6Vr8PGu($7pUsbt<#{t9^$`9<Rv!v{adA5Qcb#R2zx5s@}dcTg`U
z;XSv1Of;`SaG$Xj08}9Dt1FHi5Abp>(_;2_W+wZM+)`_e-sy+CIoO_6Ke8^=V1tw8
zg}Jpr<dw|t)!_04{VlVwk5lh+Rv!AHK!|Xja@TU{ci!xD1WOtRGa!LWM{kw*W6M>R
z@b2TK2*(Lt-_Kh|hh_Y{%!#ei-mKY*=yv_%g$H9RnI`L4ugtQ@%|&mVJhAql<=#-Y
zg(`!^GLpCAey)dKJ@%_@1M?{%L7p5yoYr)sw{Igp!xwcZzvMA3ewMiM>HOG>UcMV?
zs3Hyh0&}YkGD&3*C)LKT#At*RS1+Cd?gYto7j-#oFZDY=#}+JHb`FFqElGK)_4^);
zaf&Z%c*)%5lSD1v;h5`0gilE2B_;3NxzSU23%NMxk1g-J^56&%o%G=GC(OLwC|(Xl
zEmc8I5*FI$_C1Sh-F++r00A8#OF!<By#&?;6DZD}c`X4g1$WBqZ;zQ~AVFUEf=Nch
zIL_gTxfLzp`TEu7v%LO??*7E_h2v%(2aIk`ttkooL;Wl3*3Nr_EAAjua>WJpc%AdH
z=k!jIGzyt1OZBGSrkon6*E5o|Oh}4Y-r{1H(oMtxjsP1xqX;*!?!A%0H+aR^Qs3Ne
zFeG5vijQS50~qlPToZZ$jR9M*uog=Ma~V61bDxk6#AVoB1692{@<+3nT8oi?7^*{)
z;YcR8C{N(mc2Kl;U+bDvQ$%yZLsx7#^F7M`s)$0q=3zSHFOBw8QRk`1f)NU)RZB54
z_F}Ddmy_sOH)pF;Y>#Dv&UW=#-J&5dVw<PhaC7-ocT?*&=(_vZQ2Xc5ZjEu_F2}=f
z&fJ^64ABLbi}0n1>*wtp)9S*|C&LCoKSCdecKZ*-TkyZ`F7LUu8f4V8GfMdiGv28i
z1|nfEvIje@+O4%$lacK3Fm}v8Kf^HrR@)H7+Twa*kU1{*&22)=>bYtB;bY#$<{l?@
z_0xz=LbzpmMtg7)gOU746SBOxW@N^wq!wcHGk=F?{GLhwV}Ut$NI-p5-@fOWDH_a<
zH}96*K-3HrJ2VCwV}2;Fys+kM-_W1Tk9GIyr=F;qW87LoorRX$%bve?89EXK^}b<T
z<HbrFa+@JI-Omc7a?ooaKBM|<SsCa~kntqL+ZJpI?aEyG@uj5{H%VErz8@#4xT#Vc
zls40yEk~1lAy=x}pnC-}h%yWqw?Bkq!-k+CSLLF~FnxUX#X{n)SpEpbCvBcKI3a&o
zlK(l^yL_1C_B{*VkJ`ig?`K@9LE8O#+lGQARSI4GSN(;p8Tt@sF7Q^9LuFTiX`WzR
z>{~WcyGylHCNv5f>OYaVz;Z_oB=wh;d<Fs$y^Y>=asRg-=&u1b{H!i-kU0chAfO2&
zCibw`2$O4&wVe=7_ZDuEGRGNd<x!lEd)ofO(u7$Cvn<6ZH{i_ZdZk+De=DXjbe~c?
z;M$iE4{!RB#RJ}2ktLn6>zYFhomsuK;NY#knq9}|AAUMx=qFvKc{XT#?f*wlKqR`}
z=2z^&(F|6r^IQ9k26L8WEM#l0`)vZvQCialH{t{y{uigXgZ_{RiEI(~^ku_R*IGri
zsYX|X!KMb^L%|=m6yLG#4X|Dvl{&!#(d0orMZF?DaqR(#ed{47Zw?qTXJ#}N|L~@d
zk+SqvRN{e&q=N}kzf%k&I9RZr&xJl?(TbZ7DTZ|7AVQeUuz_+8z#7|SYE$MUezp|+
z{)bFp9%2h>;QdwT(Hi6#U)sNUUC6uci5E?}NWxLy5drC8x(pb)L;D$<YVfPq(P4{F
zZlS~e7$?=&12PW?WUT|!|B4o04|oIz=m1>Ltwqjk(x(+Eg*G2f&MFXSdt^ZR(neZF
z2-G4Jtyl<D6}`P2+))Hdv}2QrBoz8TD@;~cVv+Gzx*90ZNGBgDFXdt0LCeI+1k9$%
zHu54|fzunUv3tR*G2n?qOJ|9G3V$rrL@Gs^8vC|mJBV*iJ`uaj9w<Ju{`_xeBD?4h
zGGf({Wg^bH#UDh&b-sv#KUatIJu}$jJ-4rIr{Q|+s<!XeXW1sMFUtSyalC*r$3FgY
z!hZG07tPHK<hi{a)9v!%AnUK*Szt2W@9Z1`G$-zw8c^uTT3*veB??i~+~d+H()crE
zeD5bM2q4zu!w1(|Xd(F*QBBpZfa^V$+}uvPGbn=Z@NfPsS#136UekP-((8jn$gQ_L
zNIP}-zm?BoX8?EQk@EO4j%}<eFtj9(nE&8jnAja`6y6nU&;OZR%KMHzx)W|D!EWa9
z>LxVzxBM<0z;xkcaBau%`l*)`JiDA-YGD|IYMnQCd3Ex=U5*4-Z6<c<wD<7a+5~HR
z{MzE7yKliCob=jrs&QxtIz{i7`j~0oKEys--G*z}@UX)pP1U{EVMw)xv97mMwK?P6
zd2DI*^SB={>4Hr`dcuR%{}+n(x>}#d-H^Rv^+wC(cK4)u)i~LU!C-dIk~E67?S*Tx
zWTWfke%YODk$bUPQ@2{b`ef&b%&sLNp1|OTH5`0l8(K~84K~Twy35AU6TK3H_A#^I
z{OmTiXl&2T)3fJ3sIEbbJvU*E7v^$X>@@_>=wpU~b4_b%8}dUgLLp9uhPd$fwo&30
z-tY@ju-EaJ+{DJ|Hti0fMLjr(hf@Ntdmr)mo1ohCNad5kbfIvD?#{I_UdMlgO2c;i
zzZI7f;e`8trSkNDOXNbeDw-;eY2lXTwhU`E;Lz6A{#O;-^-%r)oyPq?D5m}ABQcyi
zIFxjC6)rF9<tu@gK>2X_dxZA%NQQ-l!Hbv&vwr^`X)$M2GB8kFCYf41E$<B+gxrUH
z!3B#y5y1)G@_!c=3J(?k=}ow#0`M^9)1s;k=dZ)J^4h^S_L6n*k^fS8?|&v_;~h4u
zXMS#r%HyMd?AQZ4GOuA!saG61wv`{Z0=!#}WQCJp`iQx3qxI<YyIHM;Coe~kDeWS+
zbAaukbie|O=F4~__aB@olO->I(a3y>$XljVn9CM(hUrG3%nj>+kdk`A<gfAo9#qD(
zPUvS$JzXz*Hgk7nu&+1c=%W*}FK=FlVwsPTC}z&uOTZ+c`+|ulDpar}?Yi_jUkpuo
zOv1Zl4%|5GiXmv77(0)~L)Ial2Oy>jj%OK}U<3pZLuc6yb%1lbP|E~G%Kpb&x!NGr
zuzqNT6w74}v;yo}Qe$C#sHBz9kS6ZQfud>MEEgW!6v3d5R-{Izsc&p~QL&NYLXi1!
zpEo|6)V~;oy+k~BEUc~!+966{8I&dT-l#L1D9^F%I~#%evsZ{SPGG;Fv4go~)Q8>#
z58^WsY^frxGWVjDnL~HIT_L#m4vU%D^2r7&l-b;Y>l(Xh1^SZ_GS+xB=qA=<saVoj
z32*DY*+$a#)oV98%LDg(%m&#c){h!k^LEz{cY)AYd(KhDr+Xbb&V;wFvu4d2f|DR)
z$s4MXKQ~G5N}YKQg(E?T53GlOu%=2&euu<~4c?OVZckAhUmK`*qVjAPiph02-WI>E
z1l=&7u@%W2NlC}+CRL#jdKG=K@)IjnA&~W+G<Um2(jsbR|8?G_gYTRtJD8j%3!xe7
zp_#J!3r^hY$W+?p-x(q0{hHmy%j^=i1J$%x%l!h0O!@OJ!EzsSD13NfkIdrH)_zXa
zHW-jEfKl{?sWo_~uBa=UT@&Z>jQY!^xqdCl1cTG2!tF)%a^LpvQ*+WK!ITT=Wu4z$
zQcK^18JUke>JEW<Oim+)sEPm7Q`;W{(ofqHy1Rm1-%xJ<qzduJ=a{476OhS5&T}f4
zH4cKR$ZuJX3wCH|C#p<3&0`cPl^5CueUm=!Z%9OI8gHH!cSvMjMXpbxP~1UhbJ_>J
z9<w(J6c?&uPfs?!elW6yR>-(Ip^iM!$3oJELDAN{T`%bMD*@Af=}TM9;>rmht#A|G
z?o5<+Kc4I=Cz_g=+vlAW><rm&o?{UUHoXx7e$5~q8^28=$pDB)?M4oqQ2Q(2C@NmZ
zF<dk+SzslbKFZyyp?D8{h2?GU_+R(=m^m3mRUJ}ZdL@crj<hi*2_HioM#w%uO2lq2
zPYj$3@NFb%-`Fuem(6|Q&r<0a3+xk-m~xf?o7c!PJ#?13_d}b=hd~ckJk3++#94)~
zY)_9sA+LRI=n!(Otr&@Q4O{Qbx`e-*-bk>ISZttq421V9-dvXIst=Awz@+cFSXtE=
z>59LYuCg^(aqzp8PBb2`??c>G%YF5S^rRrB)Zwm?5`gMKb($xcIi~_+;61vTKNC-|
zsEXmo^+0nn_!ZgDBNl8+ZXNkJMuIg%#kNN6HS!gPN1NiupTX50NqrN#3uoHUY!m-N
zh^JRv(O9XA3ga!VCmP~0CYeGI9^;E66WR?S_mrCC;JkyJ(*2kw735J+;bleX#&L|{
zCtn_9(IF(U!=Gok+vcs5Kd#EXAGv05_J<oru0%Qdzj~5EJ9+U>1xU?CDbmZ9Ci=o@
zBb=n;dWNH+%5Jhv9JKUhEhkpk1f|nA$MbZ9uk>oOsX#aW-7rT@tJ0^c7{_*Cy~niH
z{^~Iv<VMpp=ZW}d5y#uVs>6@6?n}b&ql-ClYM}#s5aGjd-MJg~??0a2`*MUQcoOeB
zzTfLP<yWW(E==%^ERldROC`TEl{4y@RL=Tp)srd3s|(5Q%N0ih0pF(m0$QbB=iUNo
z^Vk!ZIZsNi24b`2NYc1F5ypN<r3cj|=C@Rhx0Z1qZ1?DG(_SAsLLQ1^6x<QXb{cA5
zJQzf~-&-n*RA%3b>E}yoO1PIw;CgpS9lm5-PGW^?pN-IUd%7UFEHAbFU1^=xl2zr-
zvgrJDNV1aculp90cy9-RQXialLBYyA6)@Vh=FENjkyVscWG3lvjw3~QtFH!Wq%(hz
zkA^ctH&;TVDswGw-qqn<HjPj8Y~at1Ow+I4GN`@<kZU_vh`6-|5!bEun2Ul>#=k+{
z2YkrFWYbuae`0E1U$R%dO?qs}(wWNrEa5nnfiu&9Z5gbIh!B+aMUJbdE)pWTU+X@M
z-+a0<B#N7@<9X|#r5R$L_Ru63_^gftVK!6EFW^k}xb$iA4@|FxbhYZpR9b+$kRAM4
zlB#egOmqIONB}ib(<a9YWZCX)XwaTp(|g<Nv!P|FJJ1zju!x5Gu-3|FH{i*SD`x^%
zwt}g8H3W)^)0}Z==$y~7`fZbK5O4TW4PT+V5=9a#u}WimjBhxEP)w{4633?%<Q6i!
zShfXIM}=;<PtQD9v=42&iv$?z{gSxw*J_8`b8g?n5^-+dQ^O83Y~qzwHD7k-->WE<
zkI$o3e<pN>(-9fD#!DpfWskrWI-awE6R6DIR;g|&p{}Yd^aMS2>}Y+YcNTax;`w31
zZxUMg)Ho{o+NN+!ZA-A5)M`s#)vDJzv0j+Z)|y!UWsUr^CY;<jhJ~(drX`Kh?2VBG
zy!0rQ4p)=?tuwH#Emtc_ncg8>WSK{G+O5>dg)7IvjMejbG=cdK2?-z2j0{;VM`%9G
zG~|a3QO$w^Ei{yH95s8pl=}><y4$TbeZ*Oqbn_$PaWRf8z`C@3fVq)IoqA-eu-DXR
z!zNMEMI*y}&3dR-!D1%LaW~=Onb?9%Af-`<K$@2Dg+Dp<dqcKhUxI12>|JnL>`GVR
zt>fw9cs|dJA#gfKfs`nk*@<pWMwbhV;Npi`Ed*%hj<lwpeS3?|M&{hx)5F7(Arwti
zu{b`v-n#j-+T5Dk@#|~)`H#!fLX;1cppb2T6p)%VxAU*|by+fXQc6fujB}l1czT`f
zE0TS69h9VrJHn{a6fbrMUr(Y1yc{-4`(AXugWEaZ@wk=IIQ{~8!NQ^SG;@0ilu+|l
zYiY4kNiJ-q9hs+&qG<L42>){Lwbw_lOD9K4_c_+6T_%Xa$e87V<>q_6-Z*-K;SRyq
z>fb{5m>RNuRNtcHQ4-d;cWdR0SfTUHI0ukl6!=w%v`JuLAwvXMn_0MU3x;x&-EvlA
z*Jb4WIHWiy>6j_emEW=tB>eSzytY5fKUQ(UNV6_8d(97Dgk|kg++PgPLWA9pNahA6
zv)3s7se@0-6MHg>v8+N#jaTo+zoTjpeFYBwNk=Qiqd^@EVIC*PL^*Dry*OTYt~)sJ
zyqM3qt-P5uJQSm9<1nEHB->6gqzU>kG@$Y+c`P&6aK+U7Jf4{A)JCi<-%X3W4h@+@
zB#of*ExPO0`(XN;N+u+{JP>D<UJXl)sU-FKvjhVG__doq>2-Hgh&$%q!wKOk;Op>%
z_-Ka>xd7AEF@(&b@XI7G!+5q}W{Yp{6$O7vP!_ofj_5_(men|@4)~0T{;NJ?r{z6$
zyo@*-F>j^)HRB<hb1;BX0HTR%)gU8TSHe?uG0}cq`wfO>WIi$n)fKbk;<aZhdE`s;
zZBSQkp=f>*7&RWFwQ3sr)8muMLOZ&G;h5yOlV|Y_ks&_E*BEg?08J&bX|OL@Ne5YM
zGO~I3!KbFYyf5H;>)Ktx!g_O!BK-tk&SRp0g47v-083Vh<S=jvy?uDQ&X6}t2WzzZ
zhI&$DOx1MARLRbD(qmNC_y?7tGn1Lw=<$ON4-)0s_`3^gv`oa)6A_0!P*nwK@K!ys
zeTjyKs^$f|aYa%!Zds&luwE=ZIN4&A3(X&9GHW$yz7AVB5gDAb`0u>{e2!#M1!0l8
zmCF_bI6@8rl;-05MGoSfwtiHs4j?Y`n_ro}!-S=Xjg$Rw<Dnn0*mxuB1^tXRC?uMM
zV+_1WmXfK72N!zXi_0sG+!pWc54R_)*B!_mvEF)mYOW%!k$fA0CW>;!{c=Iudk}vv
zch{-Y%I1!qgY~+^t#}frdddhitIGRWuLv{;UXjnCQg$CC?8cU85q{0eQ+72Vr{_dM
zQq1mCED={94Mj#vdV%PC8I=tZ%9a`5X-bw`0^X{x`_6~05i8GrQ|jnksstUuFJGC&
z;FU22b(O5{fOM*w2PJpmp^$4lyN?RwKt0q|9>K2PxmK{<a}ya3BWta^`;}f$!OLAU
zX0q?j<fMom&t-mhXAgm{J};hq72b@fXl}IUKD;F&cv<0hSZPjld=bq`S9<b%KFRLy
zuU&Gmc9Qfo!M6qA{5Wr7(!DPHaFqS-)@#D5T+d-~FiQ(f)hhWtjJ^6b{c40MtF!B5
zqh6msy66o5^789ypwgoEXT~{BR$5VDOY3tfVuKI(7@2)?Z!yS;ah!7DDBHIpE6bM3
zkOsv3yO!(j_u~8e#&qoNL~Cm+k);)74R_JITjhP<(zJ(UM~4R+idKLq_S;r*xT$NH
zLSgj7rtDVozq2yyU3g7<0cKkQQ|2)2heG9kxM#XI2eXOz8H#!SQ(x><bl&}FAmtKF
z=sM%U#Uc22Ma3K<rY(SKe3Ah=0u&)fYvCxJ=1GYS?;)H^u1!U{^j>n+&}Y`kQI>s@
zb?P%ME58u&)>wLPlqT~bb_ZstIB4QTtvXp>2E>0!YaGO^qOslCUb>II+szU|KwI!!
zve*k6Ymd&yaahq#;rB#bD6-($qC1P%72IoY|4ylOSv35^M}_6LQ6_&X6Hli0h>;%T
zdCWzd8mgU{mRq<`UeosD=|E-~6yz{rsPMhYH4i#F;?paxGR+m{ssVDr9s6bW<Sfng
zoDxup!=+%QfGQ+%q4y_QzQ55*V(F~)Q(E96%l?%9o+p=EGz$bovFNIiu5$iSLexGa
zO`JxAIY@(i-<vq?sSrE5e=u`Zta%}S-SOSiyTn@W%(^&@S@JxAR7QnAk4gedQUX1p
z*AsVa>%!S1J8W-!UO$;pI_PSLOl<Wu2a;6?c%LTlp_Zi_1!O=5-9cUAMYrP8!}=Tz
zCTj*gnHXqEPm#NwtxXpOXE1UUuCVW`R_?~?OfBmU`k3z@J9s^txlY#kAg%Gbnuvp6
zV@s%Ydmn%5udbyN>FWqMOP~mRA<vKliN=qtTcA;<S8{x7IqWz%&-Qc)6l$)AHFJ;K
zQVLNJo6-q=-G8#Fn_{0g0SZ!wkc&1~Rp_W5IJVCH5ld}M$G>!2U1WT~%mH{JEv+jp
zoTn&IYV|>r_f!o~gd7MZ3I?|6{D*4v(T0kDEDorHHyU;|U;!<{kN1WXFU}akU>5m7
zH8&=W6miDP?5+`uz?8mJ65cg$HSE^t{GwiHzj>_e7p5uG@5Vi{PPBZ9zR6`~fo8Aj
zw6U!xMF_&9b$ix5uE|Ogl>70;vKv*0I2(d^-AAbG=^yrW;1hE{x4LadUy0sz_pn@&
zZZKu;wri_g?-;D#JIb|_G%$}3mW!g|yZ?R=V)OGOHfo1`QrCgaBC%2MlCFwIwaC_(
zwRtnh4>q&6!mUQooIyS{J|{2`E9GgZ79?Dd0bdN#I6WiJOkFk}GVgE=5AWV@gIR~A
zgaZoMUCl$nKO81A^8~n(T&Pp#d+OoLK{l`INCvrJSrsPdzyoU8F8DSx`K415!_7UG
zmhg^jEXqS~8e3Tds&#6f<@e3g&_7pHlVO|+OvYe>Sb2K(1vsrpEGezu;nBStB8=lr
zi#?<o%l?T|`Y4>mOpL%w(6B$_td5FoZbtU}g}YQ<^ls)&=4co|vERoOiM!LBtge=H
zilEMTP>iSlGG`hP1#%58SzWF1HHuz*kID?lQ<$&ViS2YGTfnIiq&Rkmb9y<jbTt`0
zPtJNx$iNiQCmoh}quhAQ9R+-Iy4Y4z9DM}<-8vRlAvmb2bP#VzFh@9#lDd82g4_P~
z9$nG0_ww+(&*#=q61Z=g+Zr+6Yjo2pRW+dy;PLii#X1!PNaDr>n#jub8mI?FwHc2q
z+?jI_B)8N|WN+z$r1$Fi*7W^ja$<uGdapu=N{oqQEnc?9Ia?!oT}zWTm_$X0sX93d
zmA1v@yTt#si@~>egaTmaIc!~@n*8Hy!Rzy8dbg&yGf#ujZNH>v$s%tDcvf_Jn>QE>
z{B&_~Eu!3+izIT~$n6*rAjX3r`%Bpe6GdoCiMn>*HcgrO^RNIhj<BJnS7ye5d8+SA
znW!)O+K_}vxpvBWFq!OGS3jFLlk{XgwYZ<hQgdM2Ug__@jNh!WJ_M$Qx_4hoE73<M
za#m@Qu8DHn=q_7N&_6A(VUV|*VPx*Bu5w1Ed$kcN=k_a&urBQi&u07BP3aTjAqEJo
zQu^Nd#Bk#?&g?8$=Yf~9lC^p+JSW-5yG?1`<<+yV8(`Jd6W)22@8;AUERy3H7#UM4
zgUf0Ulp92X%M79+mG_#I^llIZ-}>MFGM{(nVHQA*z&!~TV#B3Jf4DqMv2y3Fa@)$_
zWyDD=Px%6?s<SvZh)*m%1&uSWV%5Lqx~?H`pW<BAMiqY}1`qhT>fe6rr6bIs<)Y)d
zUG|t;P?4`i2fpQb3)5)%y{7;9WW88mF4-Y~^5JsEXz^lU^j{O+hM@$J6XlArledvS
zJKs?*KD-TtUBVlf4$RC;dX>%g>MB9_Qxm*&dKYvw+Ws?uV>JNCCqd@<*eqaNy^xw{
zDae!x@S?Eix%z7dFMpoSRc*R0gMi?ar%~Xe+Spvl`SWLd8V<3hj}DP+{vt(_flwt;
za!Ro$&?4L8BH6^*26K1NX*bryWBFZKEVz;BS!*ehpAb*j6GKp<)b6-~EvU)9e`3>^
z-E?GLJs_#;B=GY2tMW+BJ?hrkZ)J&^txiaMUT|(lRv>qGHxvos`L;-=t=x}}t}GIs
z_FHW<W?vnf$98aK?#c#RjD1KZRr|kG4Z_y+-x_7Pe+|BsOr==~>$Kr;MYc{oL#S=o
zYyEG9uv<y#)ijydtX*{<W42h}#JioLk#{%AmYd1e4M)(yoCV8-POhA*L;9GLg5k##
zNl#aID!K<op64x19g4BFHnH#ofTJVF%8il0;o=a!yD3(zpmoZ|)!$wvib&;>v{gXV
z@Os@lW#jQomfFs*N|1?o=IUW<tC!F90*IjZIzokix>8Qfy=4R<%V2-|n$VIjA?|w#
zfi?j1A{gfwpu#zSuBUJ!I{OZ`m=ItC*vX<abM!Sop8D>befKpHO&dh|q9QzXT4i}h
zU<^H2(G<&m;-{wpO`VK&Z*A}!88x%NSXwBdOm*3qKYlXib_-1`^IlMC*+&2ZE{W)A
zn8Cf*{2GFP&wB6*oys?mD3)mE)i6Wi*=qtOVAeR7n>!C=tsS{`o72{bo<2744PtfK
zt=>tXPT-|4_CM`TAi_<&U14kAp`69!w1!yyI*lmcen81+jLURogKti$w|{4(`iuD<
z6WaU0K=LGjCD%*mf^13W9_>kvGPB>i*Xox@UO{aUe8>*0);xD8;kp&_!soIazZXy}
zb_xBf3aduP8@q|>9B;KUah6B({YmE1Ke;Ts7}SLnuStzlSTMbGdDP#Qr9Mm{Q^HJM
z%Zh?|g0?c7*`<HRk7OH#?9I^0b%UgpR^c_61}s*UO9NE0W47@XmC?{O`)sWjF)}Cy
z`oo=^+>1m!?3^zX;uS34XucL;)kQqe5e(UpJR~m_%1WuL-CO~x2;1vClZg7?U+oUu
zkz59p1J1hCMxy#v^z{aQ93PVf$q*is<hGV+V=LEG@2kwUVPDTn=lMJbkFQ!H+L*Kx
zIptAL<VO3ax@>Zd0ss1MoPJ<>7YV(5v?-K}XyT-@(A>OZ^WCL;&ZSnk13)Up(dUJH
zZa6g|hmPCu2`?5!KmG#ge7Kq1+0&xDv4+jtEIiVsPhUFw>=L2P2ujskb>;YTmNPtL
z^rw4ntN5ViRd8TFH_K>z-p&8+;!Z5wyszG)!*izC=Rlert@M_C-DRqhh1NMSmKj%p
zUIHrtQ9YZV7-PZFQTK~=7IM#Mxi&^@yF0aQ7TKG^Ka~lD4rhcuRAXk;>2hkMA+hOX
z>M@)g-@Y*ipbVvC7Dfoqhr|V3F63li9<ZhMA-dz|;41fAEMs8k|4iKO-dE-EAcjh3
zb7S!`zc}-_t}H^ks{XS)!1$Yl?9FmAbMmgs)F#(i=m0t+NHysilOhS8>_4dENhOz>
zcs!p2RrLKLn)u%;ba7`Jg$8|Q%Ac}P$Ci3=#hY(OOWq)uY{7i$1$?!yhM;O*r}Ohw
zLpBn(WP7hLZtU|nhxiwZls{(Ed@z0c&Jb%a<K(I==M!n5FYSj=L<2mUumM2K3^Qsc
z($m3p_#6B-K@;)aVy`JYf%!--&yo){lISOa65b4V>MbWa?qf<G8>d*wS4_h+Hx8n4
zP0F~Z<Zr&Hn9$1hPyTRj4QJP+qCs=+9c*ZqgL}u9jb49ZVHSuGhg{$G$*+}4P!eHU
z;HP&>LyJA6*3NgP8%ui#`FrVSKy{ZFNxHM!?4TJw2PKhbEwBr(6$Hc@QoG>UWZEA#
z0L8hF=h#X;x=yDFl@}vfbN=zzgk`4XuYi@nbQpr|pAov`AR@7rI?5M+dqnyPTz5G$
zz!qdC<~sL%BZk?+YGQk3T~teducWO!^PygBC<~V2Qi2%v{jp!JkfZv?>g)M=^_7!%
z92p4Twj$*DUu^N_x0SI-_#~S;3-#0mi^T*esJ3w1DSp|ge~sty7ysLi!+jb0iF&S`
z`vBe1xLew;4&JWv6K-l`TZ~x#!h1@~sQLey#-Q1E1oW(kv>LF6GAe8_&enU?yLBAC
z!UV3D5b1Z0tntjX;q^HTCSb2DN;>Q`J{e#B#FNsv&5Vzd%C379i*{6Qa<XK8E4uoj
zZUTpIp$eW7GN4|BvpecpP-;;~yD_!`3ef&CRJH*Mt{x^J0j_jRt=0&yJaK9H>d}-Z
zaDF&f+>F)tA+y1>-y|!ZNqxixfOLC7o*QQLWwi5zlG9s$IQ)_x=1-$I0+QareW91c
z@(+0HYenZ3iXCFy5#N-Yc49R%jKU|T$7|;O=;=0Wk1|E#6YS@{RE=0K+1-92ma#=V
zgSS~?(~SHvWe|JOp&rl->6hM`(`DnZ<1c}|8Y7eDO2W|J*<24QNsPBXrrA$3K0=_>
zS+q>cIDT?sIW7(G7EJG#dnWKDgqPc{={PZ?%D5T+jzX1pRn@RH98E6>YRnX}zsOZ+
z-~%|Y=W_2Xx~&HgLEcqn&mEdN1y5fnR+6h)<JXYGskAP^KhrKg#<n{}g{qqOTe&aJ
zxA`&B=c3|KSQWz)t2O9<q$-cQ(i^X?#go%>>BZXXqCP2Yx?oql7)hBD%~QL#qMZt~
z{E|2@xlYn6Kb|~2+5HgM&YN$}_9DanSJLs$^tq!dG@T~u&5`9@mv;1<wquISGdDF%
zjbOuxhTs~B^^E-iW12X%_{134JNVWVGhYUZeA$i;Ul=Ijv$U8-!pv%onbkIpHkY^w
z%AvLt{!*|IRG!1s#o*X0HYtlYIeYl?keM{rIBhq^{lqwfcV!|Z&pZ}FH3S2X#?s7A
z9qSOOXD4cUW4+s-wW#m<VmdR|aK0{NL3i?7yOqfYWe08W4YWU}BX|HwOJddwD}mdG
znze{r;o=j0Oea@VZ?^$T_?n^nlU1dKtQ&VjP4e6N7gA!;vWCkG4R87JpSB8=_YAtR
zvEv+JLEWR4Gn<2!=G)m%XM~wz0w@Fm3*hm0#~C+;F>^gpB)34Hq_JU=WEBehzRqs3
zqJt?M*P)K5gvZVTDrqk5sL;K8F2-Az^Wn2m*wSTxx)iFrRBe1*+hoUZnQU#ZVYd*?
zm^IO(!)cJygt*)R_SS0Nn@!IPT6xms4a)ICel*gD>7bzIZPKgPPEOZw+9okW5QpNj
zfg$lfCe>wg1i=+zTka0kZEQNgi1=aV<54C;`|-qlBOD52y$UX~6|w;q!=um@zsnv+
z@%A=yIy&og@~XWnS0~eFY~&pM+`h`90dG(EcKfcs+?v{UgIKrd;e&#=MC=#sX<!(9
zgFZ%i=D)q?GyZ>aD&&8*Z476v|C4hluOUYmG5N<qPpiRqyU^VIjg7G`(va^t#{9|;
z7r5<E_>)fgt$qGn!v23sS)SYXT=;L<Ya7BP8P^^6IpQ}ie6gF@ri6P&k-u^Y#FeRu
zxq-j;uVxtzbhDd2UQbeA*%hh|jRHVAPRE0Wx4Ai_e}!6)xNe`C<32H`bhxOiFpVOT
z=R4>+Ti*@w>)^J3^B2U&|JZ7;;msD>Gl?NxEhOz&VTeIKoyOmNprlf9*kr8T5U>VE
zoa5cvZb0VPB>ht<R5tb;nOvv+(Y}7Htzmbo&|n4><Z}>?yxLY88tX0NnuYSMkm}`^
z*#I%xOLIFqk0(6?b3(fldZ}4>Vo^;EG$`LcvVIpat$h{eruF^>r{VF0-l10H_aIF?
zLqx2tX+l@6W%xcE(Q=U$?TZ48`fG|FI3?T1;N3nn*9S8{#+s`#^Qxyech}hY6`Dwg
zKJ~8Cclh@_Y%iS1EN#8Ip|<P~rB+CAXbNda+H(&0bXfo<So<Jj{;<bayOS6$)-oa0
z_Z2z<A&@+IrmuXIVQ5IcgZBM-^AYi!-c(1~>G%Y1v@dM=6$K9UelNHj=ItFG3piD3
zoEwS4#ep91Dg{B0UDQN8yV_y5x#40uI?5Y=R8E^<t~O_?&o?(8ZYbMB%J3B*Im!`T
z>cHW0nP(@`_a)Q@hq$j$%q{@E5;PJYZ!TFRj;Q<QFTezmY3wgT3OCT}R})DlK1@d-
zLWiJWFv>p``?;;KPmv@h3H_VHBA$eZ)mMC^O|!9P^Ym+scgv>^tuCL~DI}`tuXw_{
zjD>aDt1@E+o8kyUgKBTNmhwLO9Njyu3ofe)Ys%<c)TNzQ^xv&bygjYOCkgxM&rpFo
zuRbGb-V%Dg4ksUn;6RF&Tg#zAJFj^Z*Ry%_L8+E9oHOLPqTg0~r6Ow5sQEBjDv7>0
zMbE1*=wNTfEtW$uvm*zw`z^tMbo}0P*0q%#W3O}EZ)YKIQpKhYl5XxysQi<9i24;3
zI+hKK($Rl${QCYFg6Zecn9LqNp_zqJ<P!|{;>wwjZH{UC9^ZHKLOSgY>*8A=)rC{H
zlsDFI{@N`qzfhX4y$!CG<>79tp;@4kS!Ks79AC@H-JD8761B(m-LQ(@OaEIpbT~v5
zD6W@E{@Aj8Z)A~(>*$2ys_d<L>~Me4%)s>W-0c@5@Fh-2g8!E{`fG8MsV?$z<$#zT
zz5eckpmzqgd}yrbCewRs=;gonHXf8$^Om<Hj7dMby@G&rdK>bnbdnJ>p?4FFm|waf
zyWxp#CGbQUetyC5o4~Ni)m{(;277PW^IbXVQuPy8f6bLMf9cQA<Y(W6xJ{E(v{!D5
z23+4YhjbovKaC+hJ;{<&44(Ip7e4v(J3=R3kN$T2Mhy5!K|x!2?1&Y(Sut4jQop66
zF3cfN3Cm5vJ@J0Apfd5)JXYj)X(2|xD3h8>>IQs&E2)TFKo+T~zf(*c{4p_e?$f8o
z*L_l+$Grfi_Nm_9RnJ?LRZ)bvb&27r7qER$*Xm@{WfYFQCOq;Dw<>RyV$O>^wJ?r+
zi@tt;7GyXSm27{={Y{j)w-HNFCaK;_8~J+{nL%v)H+gJS6v6YEW^+e9K$u_tkfAwt
z7~mnQ%)9YEL_$?KG%<85yPf}?-xtopZZOhmXZ`izmdxxgOdXzv3-D>7(clz}fDoP1
zp2&=x{FgZDtM*UId9ET=w@jd9TJm3BjUrzBi60=JQ9SlR*XUNOurEf>MK(s+l%qs9
z^lSm8VNF%YdC^Q-nts><h2BcBF<%yEv-3Dqjy>?mR|+WnpR$^qS6<%(f>UM4A_V4}
z(FLQuC@p2M=btN5^}$-yMXG)g*qUo(Bn$PcMz0x9A9oQj1vLof5oQY5%e>!czoOpT
zXs6UL4y67r-Zle7)9`j)5uc;yiD6}<@>qePx&0iV@e%^L9Rv*WuN7*Xnv9tq<dG`8
z4|){|`{0O7<SA*cBoqKbfz8mr;zF4bJSP?P68@EBPd>fcBg5c1kLtY>7cX)uA~GYv
zbW*-K<H*G!o<GxxRBPZXkrS$fkws%ZM#3S@<iq(=gWGf}L<sM8O6*hAzQDD*(p=MN
z`i@HH|Ml+>?x;A)FY^<C{cmi{w@~Y$q0aeJz<6J`DCpdkYA33RgYWB>V9`_*0JP+$
zw&!7e`PJ@}wb6Zpg^2*ogZ{vU-Trp|lgpbA)Yw8q4^$2p4%3G-i6!fWWhpeWf>*R#
z#+qX79brd=;lD(fDB^I;;VtFPQ7vd<xN*Gb8?FgpqvxpQKTfZfs4ABYWK_<evPrKF
zCU@<V&NtCA#7H%US|kuD?>lmdL=AMDgo@Hnsi;<!Ake)v+82uF$GC#!<M7y<8f*XW
z;dU>QX5&<7On7+0K;~7CxANP*?;d}|E&qYn3fj<y;mWd{_6FT0bdB%eypN~(At0)A
zccFT->SDC=(Ld77`G~vprE~w?=<A)hI+FADQ_V_{mg3D2_8ZEOf!Tubc`mhFe-i@;
zNTnBN>co(E@VKfdhhQmu==92bU`0l!votl%uje(qGm-aK9R=&vsL`%MBNPHCA2Hfm
zH`*AR0{^Z9n<MrVMf|%vwI<sJ{O-ggA3EDo+|-5CozYKQ^efUH9_Kv(g@(cD85QNf
ze?jTRc(Si#O%*z8EnNZ6rndxMqPCC!-0TzXMOp(q93HdkwA3XT^>b|Ar7)3m!E0d~
zo`!dC0Fe~J_BgusLIJ9^53xh=hV!|r2(vq*1IyP=OMwjV5*O<G)qJToLs<JK+&u!k
zyHmCQ=<&<<GF)Q+84ZJ<*!o{T=K4P*H0iw5PDseeQ&)`tS_>&>{}w%2i><ywK`Hn@
zwB9`#aAX}TIREecd^zj?4w87J{2%-I@-zP9{H<HF&Hs99-v69q{SVLj%9&_ue~ay0
zmfd%MSnGy;`0^F-WQHY;Em0()+6%k$tj>2%T7X`*M;|P%Y__p}dW`|ujiX-Ylt^Ia
z`wAQTsN}cS@cmv#oD~Cy+d&2Q{#u}|O$1)X1gE=~?v+j+nq^&+Zh_HwwvVU{Tw{Ba
z#ARS(FIwlpXm<K+E1P!R`A&#ISLm;4`To$nq)qW7JYKKKt*=~60QK*%%AH;6fR(5f
zRY^5C3u?YCh03?oKdQUJk^j|I#oZ?xR}nlgujo(f-#E#h%7$b5-Jn}cFp646AL-oR
zB2#+uxxj3Y>pHRbSFQF>lFNOrpXBV04OWGIq3x*q;gh24duc-_@R+o9KK}A-gZ0}B
z2%L!Y4Qzc_6{utq{B!%Qv^w;9rE6;f7eXnaH#HqWZIO_)nJLr#t$1{#%$R!5BqI$)
zozt#*L#93Hyo~?FQU&7cz$qTr*;e>lP>O3mm#aLPzt$_hKrjv>RKOw45XpV&NAP!u
zd|0om=tJPtPTC9QfYDk{49(4ESgoWHXXQIKzL271EN~mEKODR-789d&8b*{tx@iEi
z0vB`NJ9G7`D4RH%Gbr~aisibhf9(`8$i#A^r94%{b4Q|j%v3PK{lQ7NtS@m4rAdiI
zh7z0dzO*p)#r+NGrp%XGz>pm|=%UD6p{<T&(O{-v;-%VZBoD3SPJ{r@6tQy2Kq?S<
zHNcS6^IAn4m&4?P5n0hA_<e&@ti@v15DeNDZt#Y9xC^<dqvPTYAP#dctk$Wc_L&yX
zbPYE562H|2?kYYT=v{TMXq9@(zvjT9sQ@<w4z)PiD6ilDip$p&2qN4F-=0doyll@%
zXy-@>K>)13uP2~dPXw)_!sP<GyW<WLW(mVy>E7D&#=YnVL9_Yj^1Yw$u<e0C{R}g`
zl^ZwM!7n{Z_c2EE!lwV${=S%k*;O3jzzN2?B_n=u8=kcx{)ZpAjrXJ!lh6U~nPU0s
zTl+SO$iYVbU$X=>Ho@TNCBoqnyse2HIkoMNt>zX&V6tbi{0E}I;_w_-C<<T8w`Lr;
zjJJ+JJ3AIQR9=_8-Q_txpOk|@HKHWhNK2hly#V=S70;4TxQ`@sE_^;4rtSNPd_cS@
z<Lv&XH#F#q>oJzk7a*3VPEQ)(>;3rjBrhns``>#3Ky_ey9E}B6U+3_lAUs9b9XuCz
zyWHw77go`Y9-w^HqnxU^>Y|C;*N=2(J)$~jxRFLtjj@+Uf9<gD8Brf6BC+J29-37s
zW7d7@f&1EIZGk1uOG_}CB1HVb9yYbeuh7XH77P(mIMl|$fAAc7$v-q9#KSw(vu0m?
zJX>IaiyT_hIRt9lb*mYRcy$MTS!##2{Hl0L-l;*f(n0k=_&_+(8(Bezs#g-m=*!Q}
z;`$@9V;etnx!7=y2Wn?nHQvTyD2pQBSn-@n%r=LmVNgt{E<1o_!1XFYl`@ko>h38t
zftI%ATTBsnhZ}e6LEOCy>~Ceap6}iTrMmgXi;SFWQd3{7t4;xN<P5gcHu&^|ljUb@
zIFZ%@M&<aXiM3SSj6%xR<$c;?n3|mYL_k(R=-O|;o`kAdjI`Hraq@LQ&2MU%n&i93
zI$(EZ=cwzSs5x?D#CJiR$6`#A<nQ0J?2QZ4BU1e}XeA#UlnX_wZAL}Gs3gRYlOL0=
zz+$jUO+F9~Dn)0FL~2+{xQs)YF`{NE^lv1?@zR3Xow&}uuXvUBFi2AkZAE_@@kUV2
z^2fLMEb&i%_N1iKS6+hPg^0WqcV5`ZXVa>^%F3QK-B|C6<r;*e>Cq&^=qrmy-Gs!%
zFaqm%+w$hp*#13ca$u=Ii_p^a+DfP?u86rnR%9`8wOkO$KNLBb&`o3ry{Gw!#P-yz
zKm1n2)bi)1nJP00hC;?sMQpFmD5ngj@RiJ4f{$ypntF9?5<oW4yla)SI+}ehKQpGg
zGHUzu{7f#T;p@VQ^o&tvN5U39X8)zrRz8+@5pO=ODn;S*J|q#<p6M*%Cr*{xJKOso
z1@f4yU*3tJ<k?@J2P#er={7i+a}+s=$lMp9`aOuu_FcP?y3{so{|=gbys+lpU?>8&
z??T^Ejh6kfDAh+pgQR10t^cIoZ+CaNzw6jzsl2JuC@J7DJMMZEX&M-n3#~}wm!m*=
z&3xx@w}-UUhL0u9%jmu~n^-U!*X`}yr(?Ds9Y_Lu21EaxEw~yvx9xY~eMEojl(nHm
zSkHX-=;-*VGkMhk^u6IRAh|t`=*2<ZvGo!!KIv8iU^iEzPvDS&;lQCd*XU?FhMC-6
zCs>6LKBHhlBGcw8YSNajGFrn$zC1+cotO%!$I@Z_*04~h<-}6Cx^>vy?y~9gHWHP0
z>c*R)R(@%IKBkMqM+j_QQ7Oi-yQDC()5+K9qFIcv%%^?f0U%lB7w~CgVdmgYyUt3n
zQq1sas{NUfhrh@ufQ2(Vy*@{bkOlu3IGy9as_~w1TGu|h({ag0!CzT_{$`=XicnR@
zK(4lkfU0K4-yukM`7pPL9<CIFnvO^O!H(dtw5+Z+%YK|S$AUt&><Ldwy%wcTM(SP_
zHLn=<Gw+_I-_MsC-@m8NCw!DJD4O`RmhW@_HcQUl3w{rDRlwz?{K3nVx#SXge(u8J
zI>z<$h%vQ82s{lyuy#vySaqkiXGJkwS=J}U#Dv>%aggR?LJe#wSd{OVe6MqQ-eA-;
ztu=y(&$3>%6+T@4f7X7eM&>c%EO<DsaGjwsz-Nik|3qB!&k2fEQ(XQnJw{rpPf<M0
z8I$;bYwj(Bs*L`&(Tyk}B1#C7BHbO*Ac8c~wds=X?gj~!?k?$W5Tv`2?(S}Q*Y^KB
zXU?3N^SmG4IWxx(GPCcSwb%VyzgpLItsB^a(IIodeh+FgS*ZFH5iwJi^62E`Jtt?J
zYK7taf#H0qNL88&?ANO#BqhPCD||vjU-VUj|CpJXKTArkjmhu>DmI|m{dS?6eIW>e
z#fHUb5WiB5&ZTLgd_R!L<M-rbj4vYELb(G_1flv1wI0kjSWYwf!)8Xt#PnlnNn4_H
z#H6b6d{R9Wm#r7w5R8oU@+CPF({XjxsR(PF6^r={D=RK482D*gZEYO3rjz&fSnlfX
zu4~^+ncKBZz5Q-yxj~=Be~$`IXrG+seaZYRBV#n4_ocnP{rmUtztt_96wRl(#e9)D
z#It{HZ5hYVs<wf7J8dRAmR41*pHFG!W@SC);NX}nQa7UF2eK}5>7>tQX0*I6XG_t_
znymu^VeIBJuZV~&sT}XFtREgOTUNKWf>Kk7#Kgqdss(e$$_)D6G~evduv^T1_IOyw
zGYTi*ju{@7b-CCR>x-e=o~<b%J5S+r$2B!IC6`GFt*PNCQmfK^xVz?PiG-~UUa8G`
zuekgd%ck=;!NI{!&d$s0>z{OW-)D-1mG2F8ch{0kEdi6j4;QI(fDt5}oH&Wxj^IW{
zM)DM>&CJYj*v)Wur%DieMeLg&A6!L3ao_}OY?zyyo0E8)e|C3&CYOwZc#RnA52p#9
zZI1=EJluQ(#$<6iS`tss&iMORB>)vqq(G_2X(gCKrNU4u`@SoJXfx5Wc^Ta9<m#&I
z0v{C<Gny|?5l+b4d%5U2l=Q*&;O{aI@R6{wYV%p@d(Gw`oL-+$rGifd6Po8A9DNY5
zEFd|O@oi;#T}UrptUcTw)|h$j<mX;p%vz4@o}10rV^L60fa5Wcqw{lvv#pW8v$HIA
zTe8wAJYrwIyatBYvg0!BkMkDKeossL0u3z!S1S*TM(OD8bO@eNr|oGBgO=vk$B$^d
z!WD)CrRC+i8~yPx0a{}tPv67xpFo&fA0O*n9WA$abj<G^z;adb?8L)XcyO>_!Gv0y
zbX^DuuVV;;W7T+}YK8G^HQj8DrO|A)InULSFXZfC9?!_g2&`&1@Qt^?#7asA(~{}6
zZfI0sB_ZPC;+)PWq;++5oSd907m1SOgGnFc*K7G7?^u9=Y3^^%E6n-^2Mr$|?ys(|
z6{!xFm*E7Il-@{7ODkT~7?1c=R<c?(r)YwtKx~nG@~i{w0u-No_e;d9biZ}T$jJCx
zVT7jTdC!(98nLm|>I=RmO_mY~1x0UvrfP4YsbTacF`?3AA_Vy7_mmV()9LlTSQf_v
zjfdk1PnBvq_3BXYL50)t3iW!QmKiXhxUy5Ugp5qrpFh5<9aV&CAjE6QD%H%ZbPPbq
z6l&D{jHXdmYB-c0)6U6${`@%(i{Xos<{RqydizxnDP4nu;lORwdwI@*h~RoXRz+3y
zH4cu7X)-wU2)DHO_`reS>m5lUa{`tqGCEo@KS{G>^K^*cs6FVllarGQp$y+OX@PP{
zPHE{Yufyis@I}u@f+o!&Jj+HwD=Wsq!Pr1UzUwuNkZ<3n%k&WO*v+)JhSNDRO<_@z
zn6W~1gyrn)JmF-ZaQ&h;Ijhw#kz>IL9uE(%kIa}lIt1n%$6Z7fdR;Fe2MvdOGu7s%
zs<U!<uCA`lw+Gzl7#P-$j=A9Q6`0F#qw}fw`eZRwVt2CW_~hhQWz)yNm*B#Y=i{ZP
zfa(gt2OCmg!nM8W3Xn?_s8i$PgJWZ{b#!zZ?=NO!tYB%D^{M;qMNzpn&O2h_^cmHc
zMM|!s;d7Mzh81;uXtKu(;w`lMc7M*VZ*Nb*yv8bwhVY7a)j|ol--wEe^4)A@Qr}9a
z@=1Xi^z`+8%p6geaa_Fm!?E57OO%P}cM^BhzrHeA3kkKcxl0@mJoL9{qUx<}Y<<Z)
z$`*X1*QHjC{pJli9-ah<7hdJUyehZkYFNo|j0Y+1Cvb_cPr>VkGUQ;Xb_(AN_h&#E
z$fY>Vw}7p6KJBe;df-apLq&WkV9g{$#M@ia@*pmk$`@TdrO-UN|F1&);%S7rh52mt
zkGMGF>+nQGka)uHR+>X_J1Z4*i2u&|3c(q&+&yrI;vx3M2;N?Bc)Gf9X_PgK{OiGT
z(j_I>LVw`7-j;i6xuQOK^1I`i%LOe8>3JEnz@JM)oF2Bc+%kVuY~?K$cyL&e)T(?u
z9~&O3Ys^$1H{Zjq&SvOHN+5&BS_z+$<vYcj><)v4Ogrk&|0-?S3xC3TH%>T^H`imw
zFPFjZAX(!n{8!N&cdgxCF|fRL{-P276d#O|@uR1YL8t$gg0@BZZm)%4=U(oJxQT6#
zTM6=es=>~!NkVxs5EJ$V=B!yYITu3bc?+Tz2neiXjV-3`ME{-(RbZ3-;>8PN7xh`$
z!&sl#*(kRZRBk(bafWtT8;O@xuxYCc{9pa2g=?v|I*tWwV#F5D>M%86wh0UI!vjBr
zSgFzfT^Y&yTnkH4!kO=v|9#2-cta44eqrihcdVWm%lul%xme@v-sc6W@x`?eOE0Rh
zzp<js?(Usfv+}|5tUtH4^cP|bk%`;G@-Fd=CZ}6*I)`ov=d;l;qa(T1THyR5UbN0`
z<L-RG>gta;^J~Hmk2trlB%$%YA~Er~b;)ejjkV~*&%sABT#kA-jx|#tXKJ;31R?$-
z`fBc=*J%EebO)2WCOgR+krm4#3OXh@_pVoWycUjser1vv$Upf|<okBX*46UJL9|bX
zM8_02;rFY%`JHVXR~d|2+SC;q_E`t>)`(?8&6Jpqq3qadHpS5i(LY<Q1GOz;)758T
z+b<T4H?HF^ht2kxHt>rd7^N?3-s|*N-3^H#jmWYkS;6P21u|Po<EYUvZWw(pwShxX
zay@BvdZZT26ruA)CNlcH>*9kdpu~I}obprw!{V3uA-9gPguVV=Fo{X)le3Z*v7k+R
z!iFy+kuf+jIXT_|c=GJ|i7TH`&tk1?N$m2?9#&i%XD9S(;RIUm;niOi7cu_bGmD_R
zhOqALbdGC^znFgJR>c;$>B+FcFVBl?SEv$*>K#$F!jJX@^K@eK!`)Wi@_rY-^%JYA
zk|7Mx-wUBq&p`|@3?|dYjo%Ir1)>&=bu;CuaIhtq6(yYczG8M|C*Dz5QEETAw~Sv}
z`FO<g!|(d*JDT9XWFP$8F})+$wjwOa$z9;7;+GDvh1#!PHST*Q>Fe^VO0<>XM-jsL
zg$BP{(#N!XwB)aUPsWnF6{j#YLX?eQeu(tGBBx?$7L$;0GeT!mH|H^Ly^7;wsXl@G
z^Dkq3q*b@3Zj8N&XA_|C2V!T6{+cc&efBtojlK+DUvzk~A`ZVy^hsCcj5;wHVM*(|
z<ft_-ZVMy16poh?@(szca8ZbnXU^-IaCjslq5x0()UoT>8xv1*5ehoEk0fvBr!dxm
z|Ft+Gl|b0yU0H@3ZeB6FyieydVV;yR+K@)Po3r`Mn<F|;9~Xq(c3jejx*(O`F0C#s
z6!UWRC-z8KT&wB*JPp>!K2%~nVIV6dvv7a4?a1-j>hXYZNhrmKkAb5sUf-F1_}R(+
ztaf>Bd3dQS&|voSLf^~i-E!o6<dbf452XS3EN&dpvz^1~R0H8L`k>)2%TH@~gvb3H
z#fIUuB=!31rc{^~T24M-W>;KiQZ>5D2G&Cvml^ypmY!>q>PfJUXi-FdNz3_oX!Sl7
z_4j?qrC8Obk>j@c_xf<h7RmQ)T46(a81X!R@yJA&9oy0GKcRQoEp1@5Z5^jyaYFC!
zLc2IBjHlHujPgeiT>f0>&uQI-248Be-=|9$?Ej=>CmPE<J{FW$xRp@b-_@=1reay`
zW)-~QCg~x3)Y9B7_|@zw9;wP`!SsR8<9keq!`<`u4O7ca3f=|P$le|yy?6{!_n9_T
zo5cKV!%^Oz6^2(0n^#+i%1;ny6{!~ri!cTt;^v&C#EAIjbwh`v>>%rmSWV4sv53v2
zAf#y4s=|{KxI{2+(8Wsy8L=ZvVE<TQ@^O~n*IS^Z%kO(r_F=P^OD+g{#@pLkp;~Xo
z9zl%}bn_k+*!C;!Hk6{ws^hsKe-5e6SNsp|<P}yz?-Cr+`yZBOa;qwno0gq$<H==j
zU%b=(42edt9)IwAc_Elu>wSnuUV71m&&BgbeDU`FXk?4ijuC!1@<JWA^0ezv?t3@i
z&+u}`r$0WrGd?uNT-}Qdlf6D4;bP_uIO@%^Y8)~rHBn@CfkeK}90?kEnnrP5@u}Uw
z1UZr27m1&QTe<V6-GN-9xc%0=P(05rmXOA%YJ(X;erGu}!1fvEWpa1o<BN}p1Ty1~
z^b=ZmrbKOvsZz$=sNNWFl#to=%?(Go5=ZP`GMF}4kbF}nOXtWzZ=j4(n0iG%<mRv4
zfH_$dn(H<ZxGaeqZvh{Ke@U4#ja)eU(=fk$hL0;&V7!f!Sv`=^TJ9+v>FWwBy06(#
zq*S&a+8kIZ@LGBYEYM#`KE(VOP3%#@t3pTpArvN3=q>_)oPL&?opylTLzDT0@gV5^
zPS;+2vX<(Aeu}r3(R<{>9MbhZ&YyO_^PS#!{(Ra*!K^2abkH@0er~WcF*Fp_8jxMK
zSM&0nn-Hg<{!i=es)FnLbc%J)Z$aGaB1d_jg=TSkdN?%h&kMKhM*@y!_&*-WnII)F
z#&#3#sNHl47*>aPQIH@_YTkdJV2+kEW7Tre$ks5WAT&YPZo&TUN)Y&3Xzm(!ygO`J
z0e>td7+xUTp=*pIPAv0@Y~=IFlq<xWv^v(EpHU<J-(&AbDB)6x{p?cOFMFn695ra9
z9xqA%gc2DZ+#gVSr@=k67fF(_NJxptpb^7Y<rN7M;B;<fu#R)odyNmm8T@z+@738b
z^9A#=S?9%-HTf<dCxQih9Mf-%sDr0hT&1Vl&*Ocova)bTUY_Ohpy%BSAsz0biIDVY
z9Z(!<5Z0q`PnTR0uS~;Tnf~4_A$2I0Af^)?+UWU`g#*{{j=UtO{dT0Mzxq^oHyt6H
z$U2z2hZfC8=>R-Jra9_Nx*%y|WLtXV5hTs#oVYZQL(SB(?S_oeUH<vo9IsvVJ_W&x
zhg43(^`UknpW_;MOKy@K66!OhloxS~zHo#KPF&uz_bFy`-^Hqt$Gv*#yoOr^oz!<n
z_WyqFuQLlZHaQ@HqUUFO@NiK3LD-%eGmFJnMJ9h;7Phk!HAkhcVmXlRr8ZZnd-|H0
z6N$*wYDi4yrc+^55>0z9-tQpgl_nm(7sUh4B}J)|C-u$4LCn{F+#xjhw6=yvB%ecN
zUwPbPSGjIJM5m|dOe~Pg>J;O`Cgi<WT@<R*Th;}~cbw5}544C+azhQhQqe29JZ1<{
zyeuqH4<p{Q-CklZO&_YZ-I}y!5tA@Qk5lu?3QCornA}182Gxp=h4qX`>vA5p3lJ3S
zaB!rJTXy3SSS!A&;wI9XmmBSHtBELFYF3uF^$=3BLK7;{h33q06>7^0b?Qz$Rg?q5
z0e5a9rCJIn5G;}@k~^kI9h2MlC+<z(nYC#jdz8-?j8MKs0dHU2DuX$3Uzrv!JbrJV
zC!r26^NN)^)g-JK=<t-Ym#0Z^EDcm|8?NjH>rP)$@$ZUFxT5cEB5Q#6{5A3yMo||1
zHh$8i8Q2;p-JkWN9isi)>v=M>*O6+9U(6FFT%Mw6?cSwZgD+Y7YqHvm+LZQPEhc@x
z#ljGHpFLA_{F=lnn?*6ClFmDo|E>ixt{F2Wv(MsXMFb&<SLF_dmU&ecJ_#j<M~LR0
zc=%y~8uwfF*fDQhwEpgi)k#~En_=4ofur5pcJYPL<N8hSq9$$_Zm7%ICzt1TA}`)r
zOL|t*`pKJkRlA&NBXh8&r1Ir=>S-h1G?_X(>QKjDi!kE;z6?2STDcqE9bOG>FrBc<
znVL9ypzJ0oL7Ick{hEa8Y2~F$mwY3HhTY3gax33kuKvP&`qE+m=ddr#Vj8nnMQUVJ
z?gYh~e3H`}^uY(P24q|n!-(~U)h-52jf5+iu&Vk*%g>|=H+#|6K$$~v?nlMjKp(ra
z?De6kNOxMqXr;b$20FH%4oj~P%sEq(Z%Y|-%C5U!MB$>wbF)V>Gd}TTqjbMN`r_WU
z0p2X){B&jUW=B+>!&<;#b0~=851r|UQl-`6FPY;`TJ*-f+WX}ya=fW}7eC+4RZKG9
z4<t`;>@yHd=N((;)iZ3Cn3bM(*6nO=v5j$l@X|DLz7LJhzq1nwYhe%D!V=31Xz6M5
zRy$MQING_v;|%YFJE`cQe`3jIMW1NKYBw^zOe(3u*J#hhOUe6XHvbFTmkbkbuc=N%
z)dd=HZd5Fa1rwf@K{g`k7K)gTM7tMp)!*v~6iMA#17u9pQO1OQ6L{>nNGglnq}iJJ
z6AXW*2b{SPjN8Y1NDC2YVY4OR-fsTV`)I$iwk$AJ9WsNG(!1HEakR4`z(P8QWX)kx
zYid#4IS_$Z85s1)jFpUhCd&TmF_A)Wo~C49_7-6&vh0UFzmeWkJJFTk`6%y^0W{AD
z1$N6p%GqW|0wQ`TYV}#2BBAW5^nyR{CBD5U_^O^6Jd?h$?EPTi8Me#(`9ns59ILH7
zZ6d?fD?W2pxKE(gL|NyTJv_Aw*ef(+h29s0YeEHAvHc>Lqx~%9yYD1KH<~$hTf_<s
zr9$EKe!%(i1%{IJv|G-|7=HDi&yFXx6n|&n`NVXJEZz1zw~seAB|fr$Ly9VEPowWw
zQ9S2WOcjl*3@wvZ&Sd$6h`;#PLgoaeNe53Z9QmMIt!Zn$So(K{n_n5Xm=Z#_>~qCt
zQ-62zzQvIg_&PDOD>O!jL{xC!UNk3p@<6IPMf!b}P$11w^)^bpn>$75<oK64>s_?u
z9Y;?V=*b;SaeIp&oYZNKx0fS6c1o{YW@X;eM2<_970znaQGk^zpj0Qx7LAP-5nn+-
z504HLgW8AYXY+dyJ|ivqMy6x=99fIPs$XRx0C$0Ca^dRw!}lLJqHSf8%noGVZHi;q
zIFwzXd*ht40yp0Jqc(Z+k6z*940<XJ6b%W!6MJ*{-}ZREdtO_w*c{>vVwIl?@FjX&
zMQ-x*iPqa<Xg)N|E1F;ku^KuW*0v_Yt-e40fHhFL*~w_|34w2woN1|7BAiW7I2`TW
z;kWouBDR3|0v7ATtzdLVp-%tRI#0pr3x@NjEw2J1(6?R*q(RXwTkt=L)0tZJP9pL4
zbR&-i&19}DQ<c2_MK_zvU+W!rE~aqvoE3_0%3-)P%@F#|9FiVk(lb{X<A)DngVx`s
zl{<8`Br5Mim)`WZ$9_ES4>3A+Jw$Kn@^WNI{Y4@(x!}ix=VN5Z^DVZJY+?{YhK6@~
zU7ke=7ynGGoi>Cx{dZ!ib-KYlBrj=>@$OCEiUD5F@eAUU9>}=YfzxyTeVGb3iZAD^
zSI=&~*V#O`W!F6ZWJO3UEREE;tW8Vgf!UW%4j;!uja0P>X+yY8dpyQ?QzHHZjgDF#
zl-(*v(JBq!U^gbrA$dHNyDu+#cm&$}bPVLZC)IpzuG6^CMb9F(6;pnh<agX(sl8zc
zCK==P>(1>Pgt~h^9TT}plL=j(N6WZ=V4(AcmZ&g7$F8A8H7<Uy3De#?uj}ff+t=1i
zdePtRxSJIjbYEHBg~e*NxJgZ~xYqXGehhw$jC2~O3;R3GqFOp1)L=>%`3bE4+#S-v
zvdBh^@k+$j?j%1s@7G(;U+fB#{ry9DGN+?mScG^dbSMF~XlqBKUAfMV62w=v$BR?N
zjW0Ane1C}>Fg)G2XqSq9JJjzS%kZov61)<4qeD@g+ygWCQ7Y~se*(76iS7LJm?E)-
zHKuJ4>vPMv>TA__SnAPOfVs^yliw$T5>aB%TllnI5-RRzX)c2)6x6vps9|f1b(4f|
z=OAwJiM`hOO#fg}?2dyfuR$uOFL}brdUorx8du=c2-$$E-{~b7-3pGxh5P#!v0zuJ
z>9|#?a31RV=5$4r%IN~7xk3a_GM=<hO(KLjE-0PPQH2qsCL(~|-B*?<bbbDkk2pOI
zWtl<rl@<0PoG=n`8k6*Yke1@fJdyw46(F6#K$HI)kMIwD!NvN=A@~_9{QuzwT*=y=
zfdK;mZ@V3LV4u4r0SuVka-ko<U=SE#u^y|nF`h5av5x~V#dlm>2`Jd~bCp~GW<&bI
zfl5Ay^8&%)aA6>x#c1c8Q&m-!7GS3Xi5&1tTU(z`HwL~?M{{UgPFEORUvH-NbayWS
zP!ONT>3d-zt+<4QWvvAa#~GIbB!jZ;&N!8(%Qo3em8ocr#r)OTm<$|a;=mn%zX9$S
z({jIWd3Ly%3Xnx@R@|Qce*L|_WdOr{&d<-URIJehz;dUD>&@$(f|9GLmWK|&UvymT
z&jMZs6(FAwd@j2nK(EBX7zte5UT_5t#$-6H{SXDXaHd{YI2gR8*LWyjJ{R1C3+BH1
z2aSKNZZid3BfxnP0Llss+JY9g2I2wa6+rxAfM@{79~V60OBmHtTgzEqQ2{LRGCx0G
zGMNht4GnF<^^o@^0attF*Rj7fmPBP`WoNrn5daE~Oib(xeaqss<c)~K>%xjbA>H2E
z>b<g}+i%DM<_owbc{#bZhQsD>a`|fjK{i@!cE^14rW_!&YBd%EQB?ArR!a~fk1L(*
z>IKI|_x@D=)D&LV(Hto}7*SKI^QW|;qCu*O0@!!X-OR!f-o$omm^d8&LmPmVhX4;1
z*3`ti=zd86$cqfy&B3g!EJlYtmCn$&A7y1<H8|{Nd>zYayxA#;ii%oVUTy^=s?^z#
zQAj7HNyO3vM15&zCnPZuPf02EbUsHav3p=(9T+UjbgH=0d^ScblDy1xiXP%}c6xeh
z`QKWAtyaJ@ZH;E5m`)ZhUmdST&m^R#4gnTqYo?0E!^6XDu{l{fnQH_<%<3~nFmuoE
z#rP-s<_AtEp3vkD-Svd#myBOKKYR8JIGzR+O1G=4R%t8<xB)UUGE6M2<+Zh^0)U73
zI+F3My1LqIuJ#82<}=2&Yn_hYL&zhye|2$rKJY*Y2?-%E2FTo;ZWimge|BM26`M$A
z+2|<&0l`~<UxU#ErYqwM3QVI{?@SNwxKdky$BzuFs;iIvGC--nUHn!elRG<~q>f<`
zQxy8FB7VV}_v@mPy55J1>Hdyy*dVB${qF4zF&s!(-q;Wk7k@tA;Mk?lY<+d4b8~qZ
z0gMmkfY0j^)!#1(Xs=Gomita$G`{Y;>r>d|nV6W8IIVpE83S(s*8v6sac2dHFY#~g
z+~Cl6Q4t+7GBS*9feqo~^F*!6qyvP239pR5koUK55=H9^2@fVk24MMvxIc-BA-6pK
zXbn$pm_9w#><oL}Qna6cX=TfJ&KNh~$Ipg;t2UW}iH&^<R?zBT?gK<aLj#A^_*De&
z1&)^cITkj(#?oA!EvxBd=t!pM>dsCth73<DSoJs#OTt{~<cv?>-T>Ao5j=>^+13}p
zz;pvxK3x|46Nn_28aAmSrJ#TfE~}uR|G`5*00P(mT4;R~uj_>s;06IDDFW_IZi8h=
zYmV}=vh++x*O|GokiSDyV3tSb1g&K$Y`|-7cz!!3)}a4Ag;Qg7Y%u}WmbA8J0!cwQ
zT^4XWr8PCV^10G51`50ck6yD8mW1ANSl|l^3jUp$8EtlVO-f3lq^8aQcfrUQyPff1
zkPI>vsHy1avSm{FK%@o$&ULIzPjqg69t3Q<R3bYp&wywKyd>CYr7M?c0{%va5vTTY
z!PWU@JNNkFqEnl3_?IFL(7ssP*=6PB0SJ!>Je5-F{J#ifiehKan=tWMNc7Q~qOU0;
zcwRAWRy+jXc)t)RnaG2Tmx$2fp!yH^&&$g4b4Gas9lM!HELvcA#t|=xZU$S%2EVW{
zsUqy7@fw6jUKkDS_i9S$pT&s(-)l;Ct41e?3&nL!Ddl=V9N{qOw$qvXfZ^!}!l;I8
zIn~<mM|}(}b3QS!0av6awM8s?o4|uXKnkmxS=`+jPXBmybAwJmASEp9XK)Kv9SIGs
zX0ByNT24Vh7-WjS<pwCp+>Xt~T;=8ES8I_naUX2SA;3-b0XJsj3J8c=<P?uvv{7kn
z__WF|!)=N^L5RuDC+X$4FFi^RXj31rup!T%0l|pX;v&A&S7X~bHUpxbXC2wJ*UW)L
z7n%ZE3L%cB>YahLuZP73oSTAMS`s>Ki7i5bgat@<^)VXO@%j5NbAo3Q&?Dpd7zoyb
z1yD<P*IUc_b>DOu*fKV~(hH7vot-`%9p11zsw8XqEqt_ANxivjZ24&=(6a#xs>Fb+
zQJXK-@m)Ul>n~+ZXa9%$+p%AY1veH6{$Qo-5RVf(0Eq`&a2S-v-C`0Nns1=2skeo-
zwD8j?7dML00p??5Myg}&^#B!9{I#_f-|19xwgC&4dp(z0@11KQ1yG3O+P-i@Pn8(F
zM(2y43y@=JY+S<(97REXY@iuPHV;~KPYM1eeX<xk3#2n}=C<lDv$557Zmxq;<X8aB
zBA~@j5pM8CkCJJ1YQfuQMK0y>=;>fM`yET+2MAN*;On}jr&@y+qSvB|K!Xv1XhLg0
zqq2B6RH~leDk%}2$YpPm4Y6H6#F{Wjpr)h@0tsWXmY<F;%;WxM85C>~$w6UZMP+-P
zVR*;q=N&yg!9cfpaWIea8<easl$gRIA}eca?F&t=A6zeJBlvD8r4m@v0WS!v&=jd|
zqjFQ5sh;70?Sp-8x!4@@wGMFPE@xY<G$oBbpj?>GR1)*?5mMfY@4}e2m>3Z|J63jf
z_L#uvXe{7$46+wR!?2=iVPR2QTgzy(_BkXZBq$^Vh%9g-dtik1-)47i;B|m-Psx+_
zth8KAsk7Z2ZE|%4k&VNw|2Z2k;yJM&CEoeg{_baBhZ4=_m{@<11ctNkfe2=u*puQV
zK0~`%0B=6_bga_v0ummlWn_+k3u|%{8@wa}^PrF+xZf?ly!mep&Y_fy)@KT@>7~s6
zCIXgg8N=ZAZgw{Ehk=0ONc&Oq;EU(Ry=h)Kjn`%<ZZm&>{4gl3>>862v(ysp%QP~w
zZ@QFsH?dmIVLxoTOfmTNi~bFRrX;8ZeX$HB<t2G}|5_46LMN}JB>arbOy}+F*sJA0
zqF+(Gc3ZFh1fc2xVtj35gW0ej2NVq%Y3cCnP+&w@5mv9U;JKW$6_{4bFzAaZ1H89H
zT~-!pisys#%IYd8KiSTw8;w^h-(v22dU`+r+nlV4y(b}wXVejjz6d4cP5Ai}9md34
zuRNuvr<Y9SBk%%tEC)FYrc?lF{(3t%Ri)DS^^YGvNJ&Yx&CR7OEa(AWUAOTN^zGZ~
zZb=I{8(Vaf>*WdP?WWGNVJRx4ti9h69B~BlF=)2?r;cn)%xIe{{nxHz&y8n={Dt6d
zJs40Z-4C01dNbvyozfy_(7o<vxYHVp-?L101Lc=2RT0u-1B&a|8RX6(Bj^pi_*`;y
z<z?kMp(7Se^MJvha31<CsVkT1imeXUt(n0Eo6u1?Mx22d(XUMl_T>+3wN|zUPIV`j
zrcl?hLRFR+dT1}KS#mzn&vpkkTVLt;)}O))W41vy??GW`{5_g2Q80cA9+uf^NdN(j
z5LR4)aG<lRE3nFRO05^x1OZo+m6H>4bK?PZnjQEiFsM=j-ziW@fX3|V>MBhxABWG4
zGZ2ladhhc8smf4YMGEfGUjbi1&dNH@%*<*sPTBl$V+yLQm91^2=i@{4PKg-wM(^fq
z+sVbnW{CH4xImc!tb>|q6RaS9a4Qc2`n;UYc9MQA#~5vX3ZPn3q-N3HVY+E_i!ypl
z4zI{$v+ateOXl<}+e?ugl#W&oGsf?m9L2<pU71>d^8%7855A0CAZGKa=d_`%h(mF~
zXi27QYx$`9Hag4)>v8<#dkY3grelw(U2!LiV_8O6%D+4ZCR?`Hwu9D>|16-Kk8;%X
z64Y#LxcCJGlzZH}bcPf3t@T9G%>q%2uTnvgo!*ec{><^b<Dz2zYJWV7;$(fL=~Q@V
zXehOTt&I&OsIZ`zPE?C#j+6o+5==wj;lbz9)GUWbT|8A*U5(J2ll7|sZX4_pfCm?i
z8v?d}!D$s0bcg{X#-N7?>>~1PoT=7u4zD`ziZ-XAqROw*1ob7c(p;x+Hd9>}Av}e8
zCHXIHMoXVTKgj^CK}@3^+Vf|U4_B<0tjZ%fb<e%Xcgi0(0pYzgx_0vT%^q7yMV-p3
zv`Wa_$iJZi6=Y*Ez6>K{BBPn=%8sgF)CSKnTb_zI9e4VYRBMOwjjCK8Cj%$ji#vxO
zWLg`HH}fwZ4z>1Wr=#xq-L(ZU+I*n2Lv>wH#Z;)mA?{qalsUk&48(tBfTqy)Xh{(C
zMzpgtm0$mWj0#$gDl=}6J5D;a%Dj_1us5+<X%7~kHKE=;I0y$VX|7CaaWx%KD;26$
zg;+LU2LQh;2eOo1uH60EnhNdKC%}f^e0_ZlZnMN9hj-8Kz^)0_5&j?%oy>1G-9`g7
zeWF5<`pCk(Yf)|X*ogs^P9r+zoN?W4b_Qek%Rnh28;~se7?7?nI2b%KEP5<uWEX-U
zW)MBMGdHzVh3riYdha9B+pH9N6UI(<J+)J)Fx=IO6Ca2fNw#!I-JJH!wI!bl>J<@8
zEtYQNY)`&xlamXFTF6)Au!AsFCzN9FFXUGAMd7HboBWz@19FY<r%%UVU#V7ozCVi%
zTVdx-f)@zzw-@^))YKtNdYuZ+5Bv|uXwCN*>cA$#pnC<<7nmBz&);8>sz8C-86^KW
zCOrfoA;RahN*kSt+S@bh3+g{?c^m{qyV&{Z8faH}?$5^Dj#?4zwnwu^n@?^e#Ko^b
z3|@g9CEYnU7nd$`Jg3K<Q?#C@gePcz@=}`fqM)ECIB&ft@{InojStVK)?m^XzIPZh
zD$-hhRbE1YytDFo%HaYQgzI>=!Ju9vqsaVpZT7P!jurI)naql-%d4R?pqkFiyWA==
z;mc=?DmG0*gV}ngY3sWoT|;4`^6OX>(u1MRv4PFfGI|v4^}#jV>1daclfS2l&CT_j
zF~*=^RI_n#tN`W9=Co02)m^b%{@=>47(g~x+t2`0dKnI-3;<nI0neqS=Pe#g?E^9g
zCpS0DBY^BmWtD8>@&3>g*3tq23fO1n$U#8jf1*|t19qdY(81Z?%Y|=EP4{e2=Sr7z
z6J{2ccphiw@bK`Mz#e^=zz&$zD~3*;*?va>;RTL%egm|@f#<j#1LVD*ad9g7ga74Q
z-0|j19iMWY40@<mF1MUch_O3)ca+RkVJgx6)qXTrhNG_34i(kb46(~2m7$!%#h9)+
zHcwsFgzKR!SEMbc>*qNqY;3&L8WU#%x#g+%Gf=|i<CD_$$R2Z;B6t5UfBaip1mBT<
zpG|ee1eY5ovQ%vB<oY`m4d<|(WDy<q#9e!-vzCp)&7$p+Nwwk}hW&!wL)5Sy{qoR3
zNGKl1OKxuNH*{)tc<M0W(RfR}$Hi1ELQUFL@7LTJ56e7F=XESDhrQ4G`lK-N8Bhbp
z_T|82MCxgvY5Ks;t#xV(FbQQey1EaY5kx~k@HcGC`r<9K-v`?bM&seM*?C$JWf>!;
zj3gZES^`rlb_a8HGYs%BC5-UB3HbD1ug>B7zf-M<HwEI=)n&l8K$nytvz?Ju*L-XW
zOjM#%Ke{D)d+v?{zDI}^0=9C31u-?30e$C$7GNvd2ljPTjRCjh|D-;H@+u1L;FIkG
z&qH%_Q81=fs&ty{tJ`ar@T_}!c?H<CNMPu~kIKd1dpBN6OoP<>nlDX@oE3Ae<A3&~
zuA|3{9@_Pp=R-b%M(Wkdo6_p)9L2sjc9$)e)rfet{{K<gtSEh#XoUem|D*n<9qg*Y
zR_9~87*A47#TsTl+43_O_H!qWC{{?+7`)VrA)Qjj0He$;!$1n!mz|6r3zu8;?o0Ve
zb0asX@7(l}7NpPJ%=8e%5~asXv|p(i@DddiOUAbksCgaqpamV(g>PzEOXnBlyxL_9
zuKQTU(U3j$E-@Kzh3PDHAjCU`((<sz7KpoyvtVrNFMG;UrTd7-q6Z?Hg;dG!)+{JW
zxoIVb@OaV{r+vvu?Bkc-#okpEtt2GQmGky|k0G`v2Sj4RL_>*_jk~&|Kipdh4#WTL
z$i`CxSZw46pO+$Ji}ZPU@R_M3i-h+ODJr3t(X3u=qY*e=vFK}%!dHshsc$eEG~lLY
zD9Fu9>33Yw>mLM>xj@moLRha};0&}c^X16^C6Ere2cPraob`*Q&WK@b^4GcqLrIsb
zAC&Y-&37bi$cM-)b<-FPBJWyoCdqR$<egXe8GVAf8o%g~I*&N5ym+vpeKrt@;#?$3
zek_q0G+Xj<o*v0_T_)*(FM{LNl+kc<?%^w9BQm{|q3y4i_JMH1&G-QkT#<f5Z!%qN
zh+pq;<_v|9RJh^hj(dGv<WS`r%)N2RcadIbc!RNfglik<GU+CrqoA8p=)aJX^;jGE
z!j}SWNK#*S@mKn1Pui5YA@)cc@re45uSh!mFxI}z?=E}h6R`v(R(TB=*&RK6%X*pA
zzt=j0yIZ$noaIp#muD$IV(Nxu427(JqE7i%58pZ@jPB9mI<OD(sx7v>ABo~;@ucQ5
z@G=Z@g)G+|(_AM{$SaIH<Z|Xy2WAwJ^|h!?#`BLnt%)VNuJw4TV>-0fUbC80(JY{K
z*;-<jxrP}$s~GM6dQWQ``w-jX@uA)Q6vM@w(y|%bJ0cnF^&#}NnODE%8;s;-sWqP=
z6)qag^^1=7Jt`sz=ATC6=+_T&n!82h``;*6&IKDUM&vg53dk5L(i&q5s#}&+5O%s2
z^tXR<AhTN-{t4gf4I2(%c3d}dtKMPZbLCHZiEByd(cQ4&V!4(i`4<1CFEyB`P<t6i
zX0-XQ<W97y-brMzYMj@}$Xi-y+4ml3MKBaoCLn)jS4XFa%x+R2!O7`(tJ1%pu&}5q
z#isMVOn6@wgUj`qgpvPBamyTk{31R1MHE^jpIU1hGW7E!ZOqeo#hL%)BH86mE9&sC
zLp(i^GJHMV*oy|4OhIBp2x*<kY1S-3ZrvDU;+4&OwY%kXyS7mT@JJR#B41Izaz_$d
zA+@H6N8x%RJT>{u8>gf+%;p8>UX>SZ;^tOGX<u)GU8okv{COsS)w?y_iQ9XW&a2cr
zC2Nm1m0Etq-t(0j1=)AOUO^Hx9zvfQkzh4E;qQ*uM?!S_m#7=d;kZ#IbbJJCTZ0qB
z)biws%4Wa+da@GlM^#O_LO1n`$c(ii2M*$_%^t=m<vsLy8vY)h=v0Jg7?Xbpva4|S
zNr<0rM_y57?(AB#RZYm#n_E)v{Qh1(HQtlB1SwkA_<6Z?<awr3X+pO15+13ZB5a(b
z)6^soB=gQ}K`DuRAa*-UW~@}?3yq>Yy~Jps4t|mRTGClR!RJ?g>*o|{QNtDdPP699
z{BflDGaNYTNmJCg(5gyGG^jU%%v7H`YcX!rb-l?X+%^@Z98jIsysx{sh~<~?e=c5N
zDYcPf%#K53IHNZsvA#RQV9!gj+55>9>Ddj6OH{FiG41-?u<@C`CL5KeC9lZYGZ$9y
z7fVdu-6n-66NORq^vdBMTAVkFOMvtYKbh7h6&3<?LO=aBI;P@g1ySFc#y@<qZxs$!
z+xK#~GBf1g(R7~5uifP=Wx=H&sJHbJoqjX_fk1?UXk4+^WH|49i+=9&ZOMC<lr76J
zKS`7({D<O#1=A0?JNaxTp@@AVO{|a{d>cCxRw=KR9S?EkqAql+sJ!Iyty6p1Y=0A0
zX$zj4IYdAEyhhQQ?1O(1S<9ODH6Qn_{nm3J6>6f7TqDTWPYhMKWLjAF@U-JECfSa9
zE$PBsT}*bMP3PI8ULdQsJ+fV#H=@=De_0^*K%T<NYeny0OBWBMA<C#vfXd~T`g(iT
ziTO<A>@6~B_S=%W`w3<PbRq&YcoO8V&@PX<x0?#^_EYcfSXP5?Kj4vwFju!nX1rYS
zuD0h*H!bLz9YUN>8OYjz&oPseW1-tzS%h{BGOYG=BZe@GskOwc*-lNq1R)XDm&|0d
ziYfdzGGCZ3q0Nv+=E;rIYSCmS!!I?3ZS29dLY$06ydjEb;yms|<hr2=1@y&br{sBo
zDR~?@>7JP<lwKFd$~a|QAsq}QA1yb7AH9Nw&tyNcjR<o)p%Y7BGa0pUjn4=)vPDU0
zK|kIW*wcCsh}vz1%NVU;#|~C}<g{HxDz4MCU$@<nD@$fe9-EllQCPziX!kSAP#V;~
zlN+u?eeWhW9W=@|APLP*35oJp7ADk^Jmc@u8+TgS-!O~sIwj=#@jCTWh4u;8*`$Tj
zB`U>e)lNF-3Fde)4J)SI8t_Iqw?D^m_(%Qrmpp(@F}(&)E;N_Nt*5s0GJUo_?wM9j
zI*0c|_a&*m@$tdCR+w70Hd=pe!*Dbky@omF5Y156ZbxAF==1w0^QN9DFqqH+_rLin
zeKm0yM)*IfYyS^#(6udiNqV{2D48xhcR>DcFr}t|#1L<hHmP&cE!YPfv27YM`I(Js
z71J8qn<0-2QoSD~J3LF~$icG);VCnaa3~`rj*iOp4Y55-?8J03c}}zLEs`#)ZD3$9
zZOEQTw)Ah99w{^qEMF<-ylcA5?^{xy#}aC<J32ctbc>^l<XYVq96|}Vgp7)s$ksmp
z{&!d_C6SL#(b_MkvNGzU=T>|z=Wg*!Hsx|fY89RlUwZS27%O?}gnt&AD$%5W#(>5S
zSOj6q8wsBQtdKCn432w%!v`DKfdB_j(Ith-fi*QA6`0u66=JzTj2i}i(k&y@?zoV`
zR&5;G6gCIA(ohkSfS)&<ZOKEjPed}m2>nCIBPV7#Fk@q4zz$}o;6|iXpIP-kq@%U%
z_-waShv%pBtW=me5=%4>>Bxv?lqv3EhneQwY*r;<qq9<<zp>C)$gudY+a&(;>mzyN
zyU^B>*ytxBe0$=?-&riA%)5DvwB2<HchOHFam*PXWO&z}cul|XT#r5K8+r0@+M!x*
zPZoWlT&aDpI%#&_cXC^q%Yy?>J+5w~zFWV10&$=_2<pwbv3&k8m21?^Kx^=DrKEUa
ze#@3h^~me~XVYUW`mQH}sJVxmX|bG!7tN?dlZV;j<*C-Te~xb5n8eo9*Y^!B44V;_
zUBhkVtBi+dJDs6_n&MhqY2>*yXOgOXM4LKKHpkufZe#f&pQvc!n2eC|&|jWX&~0Jz
z_$fc$v&%SE`p#kT%(&1lzJZQ3D`EUi;Pak$uRpFHn7ylZf3A5xO$0n0w+Z2`1v#3f
zv`Q(;F8bq&whJ+ImW%OR46U#b^X{;#Z+Y!}JswA*ztTqjSmQIxT*A!JoDW9KeTlmb
z?ni%1QND-Gbq35zMQU(t64R?y5Lcqs`Mf2!tlB3he6s&WRHFHQn@8QF4)S|s?30~^
z9@_8nu)4dLFUI+YbN&HW{(M{>NplgRu~^5$SsW_XEiBFr%149a9{BXrU4xzu<xxC$
z*SHQ)zYIU{PCdQ=s{N9}9k6@0M*i5G?4@jfn6MbjX!l##!8L3-%%A0m`a^#J+TupM
zAQvk?!{!f(4z(AlLnlFfT^*g@EZ9qL4O8oZi!>;Ky*a%!d+63~e=N6sW6K3CB=IN1
z(tK}Bx;txho78CQHvl5J%fJr#5jM9VV_6PWaw}R+duDsgCoCCTc0}BsY)=gYUp^T5
z|7QmcXXQx0n}A`2y2t4>a?&_x-urM*msvV`fv|mMvJm_sbm~<7dZj6_6ds2#bpA(m
zXqf6ivGPJrEUN6!wjIUWQX*ErK#zx*i2}Jeo3E^$Z6j~d7xZ=eNzCva*Z+#Y=BK~&
zviwG<a~-fATE|*?9>g92g^wv+X}IQL&NE9CnT-@hIImy14z#?<2aSKND_boaM{<>e
ziYnFBc4_nI1vVd7Pj}th=<4ZdwPkSrHrI7;>tO#kk>?wEYxm+&5pQwT3t3I330BU}
ze*lM&v0_^)uc|6yz0=!yV>3@}0N=E1&}$(VlC=G1u7LJ0WY~vEYx7I(p<F3kh(n?F
zfQ}L2TaHww`+YIhiUg>#B+)c@yD;96$(6%KL17;AZH#m;gQxE1?W-p0{=d`DhBj;N
zc$D}Rb)FPH1!y-tuf@(ZZ098ak6&k9UW2eCB)D$L!5$Tto^=xaDRFUE`}+E*=e=QJ
zcVVUHF5*H=s!S3a<5|%vq|!ltq{tT@245VrbimHC$~-l>(sk8Lp1pp++O;4|aVcz-
zlEQ-0X1(HOb#RDw{QFnO$a($SmGuO|Xd-X>-Ge5N!U@vg?$oQ~Blac)MYj}|j}N@5
zQGV%-ADmGmX!A-7vVt1FeOl5{b|yg6cI+ra^TY|d4~%Kzsi2SeyUgK|1460Y0F{1D
zgO(PBO$xuzl#Y9upMoh-rxm4$(|PiDa7BRlZI`E$kM2j+cfXvBPFe*Gh+4%E8CJAS
zJ1(>sm`&1X7K-*hb3<#E{UVw<`$}50G;M7)7a^8x%f=DBpSD6mAPqZxYZlra9G;`P
z!>?TA{GdakNRx$zANvtD&|K<mRE}}lZV!1sUgm18r#4Y&Z&TrM?-A@TWxOO%PzlwD
zo~q~zc5ikY2;-&Wni!@B#$MrKtNoe}4&;6@3Ak+}pf=aKFu`NLD}ZL3BR*1+0uJVJ
zHb(UEHeqR9N4>5%^!>{mY#YX=VRW^^B22$C+C(2UmOtP2AFuH;5$c~D32V>i=1A+m
zrL`xLWXNhCKWZ-N9IT;uV0Ye=`0Mx~=!k-buuOF1TG1i;cj~V4kvaWcoe3rQvkYaH
z_b>2lhz}bk+`bHSXwe0<4Bg49@SeiU(ZVZgo}HNrj<iDedVk3}brn=9&YT*D9@r%E
zaE%lgl}Mm@HWuUW{Hs>7zIb&X9Mk<u9CmO<)jtYaQ~g7Gn|L4g39gPF2bFG<hN|y6
zj+*I1QNDKW_A$svJ+qTju2<V>pVpmmomrk~55QX7D8H@g+jSvFvo#uqm%1Jbc(gq9
z5SrnE=L~;b;2-hh)G(OzN8Q!N?0aRR6Zp(!ICCYvIJCSpvMq1lKm{#ZC?9HoIN$l(
zIp5!6-cK;8GBy|jfxj0M7F6JQVTU)*^;bLaV)&2t1vwrb_}k@G!f*N$^%3zRRjTM*
zwPJZa_+yQQgxpAYv{HBuPajl|llCjw1EXow3mTIy&c=omtAn!0(pxz?CwQkz+M5N*
zULKAeF3N0;+EelUl$}eSy6WPmJk=G7EqRg0nfkNtH2ntgXFYRMT66jU1Mb-Fp{Byg
zy2k*m1l`Z9QZAVkxy`e;s7(%P@sZFF=hFmdOCgk@=3iwga;^FvO+|IP@uNIH@y33H
zBSz2-?RH{wh#TqEF%fKYo((HQA&|YSofVOv3)g38bVW`(!Be}!qP`yLYGZ$mzF`@O
zM>n`G%AYj2a*a%<^;LM9&$T%7C-e--yX2E)Oh{@fx2XN%jNF--a%7u%OyZhN9gXEU
z<UiqUo*q*<z8&B$z;$|zrMPBsY#rOVS;8aJGh%%h`Hr6HNpm8k(Ue(H&pA#%k2^U|
zm+!uobQ2zvoN_NN>>eqGDkHOfp&lHlb#cuX7S_Kt>s>eMZtg2S=+EZnAry;{V<*Ez
zz~v&Is^PBQH1yf!sEk%JRq4|1T3wPdo~!2JG(vvoFk$BGFWb4&x+fJRO-=O~(d8op
z=5uPy=e_GTYU=9pT**q8*G0ZhNB8^@CMG8Gb8<w&SG&t;Rh6PsoS#8{KMGG2)xkj^
zR~$ij5QsMB3IYUz<6jFt5kaQ4P{Fx%;*<tgzs19@MhUD2s0JrnyFnmFTJNmo`HZJZ
z;bvocBT#<8L%cknKyCF@V`g45T3KfAdv)ZvLm*GzmB!=sm9KGzhj&5!lXe>N);y`!
zFzt8_%4wJ&5V#{Yi(W*N+3NNBVzoq5`wJCm#LL|EnQPHTpJ@&565rb~E?3&z$qlu-
zVwzdaN2DNp2;^>gw<<ep^gR3Iy0Lt^P)S+2s=Pd-qvKPy9F;+Z>iVfGgN@m&5+$ab
zo?d1`LV|*pR*5m|FIh^`+3H~M7;fm@Hd=k<`m@#eU0+Die;BCZ!8dF=|C}T-E}<0p
zwp;(Js7R3&SCJDxW|b392Ojo~xBX!X&tq4x+IWW|H=TiPX9s8EFu7+t#F?%%rlNOa
zCg=9fz}$}Xp9JIOGh2lS$~Ur6=@Tknt7Wawfib)upL_!sbT4#=&2o7Rk-$9eu(sZ~
zzL-;At%X2dB|&HT<KPH@ry|fNAwwXcLURxZB=Z#q1oE4*9Tfs$d~OY9^8e|_Cuk2r
WCwZS*CBf=LAYz}Sg^Pu>ef}47;umZH

literal 0
HcmV?d00001

diff --git a/docs/images/oauth-2.png b/docs/images/oauth-2.png
new file mode 100644
index 0000000000000000000000000000000000000000..5064d3f93a3857a0d4c518002e38a45f376aa72d
GIT binary patch
literal 46070
zcmb@tWmH^Ivn@(UaCdk2;O-V2f(3VIf@|Xv+(U48cW*qnySux)!|i<Mo;TjOKkifh
z^w`br>RPqes;W6_c9^oFG!i^MJOl&;lFT=W?+_4>+z=3-hGC(>?|h8@yam5}aT1eJ
zg9ZP2!J3AGukoBEe>kh!nL7iG9L*psZ0&5!n4C-;&CG0_0Cvt7pF4%XH?jV^N!-!Q
z$l21)mQ>Bs#tcHi&eqh(os^A}RMF1W%*NQvk(BK#8wV-tS3VA2K8~-X$_fXOJ=qWt
zq!2O^qH1pGr)%!IYIpAgR}0qPkcUaXX8R#W_=S-J&f|5M&DLkFQkzYW8(v*>7)Pwx
zTeY}Hrm@e=ZBtVA{#Y_IX@Isn3P^{Gv;7dVa|cKNUc?yL`x!YHIlKyxpqTEbU+^CA
z=XHB_tf=fB92`&tqH_Mtm5hKVVZemPgqMsxxDUTz=;*B9v8|6p-M-H$KZl1U3ygZR
zsCa#SMW0~M)_`@eh_j~%ELI5*No;Eq2zenSIskMA5|f<^pxc7YDY{p16eP5&FJOqR
zu2ZhUlKqTqYisMyR++M;Im$#A!=%}gf>p^|gbdGP<&ORplefcAdnPpuOJ<95d|c^=
zDz?b@VaaKj(VVaB2PxS#W6WM)4MiwWbvRnY?-Cp@ThJ|CRb&~bEa2R7Tp5j;Al4m)
zn%jSPBcc>9Yi4v=?X5{)#mTmE!C+MidSfj}XkLFC|7*=<BH-|6<74$((hHyLUo=IT
zmIAP^;cp-U=@r?NRQikN>hEQ9fnT7|m&)m2P^i>^E`i0E|5;G5w>_O*20`{9$5rh(
zjVv1nA}Nz#drKLaM8WTWfnW^}Nu7pNlq?JwN#!<EEt~tnn0Q<n{NJ8cqp&n;q+Azz
zB;hz$(oBAPMC<1L20{~?#Vt^HU|xTt+_4HoHH-aENKXSIy_<%jzTm?Nimj&nCwPcD
z$#iEv-_4kIf$az{aAfI8<xZ;ME-#~}f<{Ic4hSV$PxXNOTz7FQCj8P+>-^I5V_uGr
zNqC6k=9U{}!-JodQK;P1!onm$Vk*0>3YI66i^JHyy8255ODuuKPo<QrxKUDk!1K{y
zB!aKFh<l0NClyU@H)Gr*Ogeb?#7&p)rDgf%Sa11F2cRIq0Vc-3z16r#f~i)QE>&8>
z5DOWhd*AjQ)&Xz6O}A|!I~edC(GZ(^dopeS6FygfX8vk;LfPf@En`i4Y59-l@XKoD
z?jEtSz31)uY9#7Lrfy9EKs=TyWil*Tc6hhK!FUD(rhTLo1%*`PW{mLrUjRp~QBQDb
zv3?GC$!(p-^bj5A@WFi`Od;qWO&g;v-saf7semcvpeoO?pIyy!NEa3pnI`wEP=wJe
zjgy)J)~oeFSi%+N-4PQzdwXzy!QQ~3AXFsUJKdl1YLx3L3?Ls+t*-VD!_!2Ijok&}
z!3l}2@`9scy;z;I>Ssb?jR-BC0FyRb{@QIglN%e3LgK`vLR}jhPCPan6qB*ERCnO!
z&}{|bd^#B&eYS!f99(BHQR8rf4K_Y@+Khn9Y5c?JFWR;_W9B2GCiJ+WT79WRliF2f
zDgKg29MK5>$MdHT?m~8fa*tBdz~Wqc69k3=sPyeFYC5_S`cm~?wN`8b>8}3%CGn_#
z_8^kKzCWQek?HGa3al1!>t|-Vxx33&qczF<bdf~&uf;EXS6vpetU=ozS2g<_E{DJ)
z((uoHuY1C#@oBdbU_}~V64f0C?}_H8?CX-4;U=Nf!9?Vd{R2XpkJ;Dm1NfL1Ww%w$
z<K_qArs{)0C<7psU}_n{0Mt^;nC#1yjf`NF<%ObE#&B`WSigb}4`G(b0P@-J>2?X=
zVFnxx_|`^nT98Y>IbCuJ0w;$PKvu=wxBf+*oY(0K67~E=q(E#qKCxB2Qs>6_JU^4K
zxTTzn5alZtkmY1s=Gx|t^A+3MvqMyk3&dRbXVp`Zje8caVP=|5xlnQIQd+(|;n@o+
zATIjVQ^4<=UyHh4F0$aIePxvDx%_n{id7N^UeP(psMwy)#ujS`M)~Iu5}(7aX#;Dh
zMWDgb&Gj`SpT<Ga+`o;1vi_nJhI+FdxB!cSVAlP3fH0xuOgQ<|N^V+VUVWDG$*&<{
zzdMK1t92WQoW<p&*^_wd<xKkk)69cwnm$sZ5Rv?_V~#%EMNtj4M&kJ^q`P4rl6T1Z
z2Tw>=V}D%XZH`uwQ6xTYls=Rx&DBaS)NB3OS4&>oN9hNn$3r2GGC5K18FJlo1R9$a
zY<ay6vu8u!Kitg5@3lYfi&8FOt;Mr)dXBI(?3o;ggxcbdoaU?dKyWdwo?o9+x+Dw+
z#+sU}m%0;~bm-L@^;%u)tuzG#9)pTYO1<dauKY|m@XI(C7jNcx_3saY>>S~BT*Ey}
zfJ`17nkLJwbzdcly-rliJngQh731n`v667SWb~IUk0X6Q)8boWRzhRmg@}#AT`Nw|
zT-<tL@=B>qbwbV?vY)3BTD`4eIonlIGcja=Pi4M&g115Pw#&3cBcpZSkjItGG1KeR
zmcxAoBX<wB82GrmgC+vp+&!>^GaiH<L%~s>K+2loLLSsG(BV$CC#Uf>-`8vf+zx(R
znTH|_eEb+}OWD}E$;y#fz9R$|sXU%5_N+19P@~(jNXzoSAXns%7Xb6KrP7R4+R*&c
zMGZ$QP2Rd2`dh&oV+LnHip%=JSV+Bf276Eyd+X)s$pmUKSFP*3b0N#M#eUor0D|#|
z@SEj`DvOVZvNuWX!}vkQ2T|ePpeEkhm*_XXtR<51{+$2|%d*<U4+gHNshCb#-!WDV
zpLZ&QO2E+Q0D}<h0Jg?30uQ=%pnduBd^0O9B5qWF_d(-tr&gJ<T4pYD1hh&)51e3J
zzh!Z0C!ay#L9HhEg>#hLFl!n8=@q{Qf?;f92u#r`lO;?spZ=^}@DA_Z5yG~vZ=}Z}
z*%e^y4;m0^)iqxuoEyS-Q#6th9P2BIi<q6;2OlbKB5UiJfioRFzwR2ox&vlf!bn|}
z`!%!sfuN8e$NN=xF5A*Y8a<Vny|^qp;|)84!4?b3n0lmc$&%hO1L5r^@2>ktQ3<IQ
zOgw<R6rY72{v`jjUlVp43EpQPDKEyqB~j(eN75fL9y4Mv@RCZz-lWkMP1aOzIr@Qj
zX@f5=kW&j#m)RCCA{y^068KY(pNnsu@xG=vDnQhRz0qUybqrp<Ku$qC`}fEwWh%+S
zPflugtV~WhM@>Tb-~Mb0?nIA{6~!f9xMGgSv8P;wRcWC|;qHS$S!q;vCQ2Wk%*_dh
zN?ug0HZ-`pv+C!^4PkegQwN{%Xx~pKAna_3AJq-X$@k}!zzb%MSf-(gM+}I)H3KZV
zGJBiA+IM^Kj%7jQZp6+z9}9n1e`;YkoYEZw7mARop?aW2ET0+6Bl^s`p5(wfM~thR
zwc8KC(9y=ikZW7srLpkIam%=t6i{p6-iB(GC(3IRkw!^x-+Gwl)iZ958DrI3C_3eX
zJBf%Fq5)j;ve+6Wf$wM>3GOVNV!CPsx!R3|3Qf^~PcudoGQ2R!Z=)uojr_4P7NkA7
zWaWy?R-N7v8~4->)G&kXU+&V3=&f;Gx|Rb!|Cr`=f2J22dqd#PfzO|iiz|<*tJveL
z4Dy@;f&BUckD%AXrXi!h5ReUP6m0cRmDB1}myG*iEPV^AYW)RH?(=8t3AmlxfEpp4
z!%G)UOz7Zg@aZ;LMsT+*8k*qM2d(+&Dv&J%&tLG;ELtsK?E@HpD?wqSsXfgf$T!VP
zW-bu(;V%%k%L(?6j9_fjS-Ur*SxjWG+`NM8Ou8V@d#kYAe?UKz&16Jt_uw<s$8CV8
zz}O+O5Up~yGQD!PNZySI9$LTfjYx@F?o^5BOejphuS7_%p!G&;hyucf=}>A&%H_29
zqn00^4c^_pNNQ<0lOTK$B!{+u8s6*uQ){_1Uhg9v2HdRW;ExY%6JNU4=+s)^#`nI@
z|5>)C*+U||O-qvvVsu5?Ft&54_QU>sdK2lqnz76F_9@PDgmu2y(M-13g7Pya(O)a8
zE;{l9i7j!GR#p+q6nCod!UPp1oeaj3q6&ZWMF2QM#d;w4GO{oJZAgqw!yDM%(?ZD}
zg-{jvjme^;eG;2@#=SC4`4d-NPe70}U9nZfhDE9ER^QFtbL)I7x-t<T$imX*-F7wY
znNtRJ)T(jw)~^Z*YRq}@V{LnWHo--o$MD4DxNE<hkfCPRj9FiJ-aFgzm)2v#mqUkx
zn=DsVf^?Z5G#(ye%G39NJYFE@rCX|`qRyz;n4r0LI|^B2)X9!Dq>$)SlL67$5v8S~
z+6NDSFdHWY?w9s{eQK5L5&x+n#NrjFx`<_(##MP;VZd`!{5VQEv!1bAUZ;oz42zW7
zS}wM40lptqMZ}Ly@G7obp3K@yzU4f&FaT60jZF~L?p^3A<c9k-inP}}^N6@wE}Oxn
zy%xty>)2u5#hRG$#~o0;WDnfQ^hIFkJ1w@GT3s!H+^xdA3Ak<O*eVCG17+hGT+3}B
zYI>ab7O8E88$TSLo*Kehngq{Zd^blpVR$lq5;0m6ucoZBu2)k23|KnF+#GN_J=w~k
z9~~VLF8Tb%yghXG%VAhcOW!Kes#~<DO}SNtdwqYB==ZH7iIa`d_f60{NvdHG3j0ie
z{ng1#fO=-`4^EAKSmT<p;f~k7ojkdqV2a*`@6f3M+Z0H1I_<m2uP9V3O{%r;cI|f>
z%`@#06S?@T#u5ot-(R<Wx55uhFIH)s?o`sY`4^7KwOe5w(U-EnBe5B{g{QleRp)0)
zVOSDPI5v|?fbI|VKpm0S=T+6#@N{gA&<nwm(D*BmlaK2SZl`r4`R02!ixx>?jKveb
z7Hd5()jRGGPMn(!+oHfth-}t#kPD=&yh_v2Vh2&kPE57&-cK&ub#2q2?Vc+*>(#b~
zui5E>nvM{)Hg73WX^oqES}~W^ljL;;o6By5C+=q&{P(x@`gx1EskP&DOx)wr823u=
zZy<z?cYzq7Z;QN5mi_WQNq_sg<j5YlOxp0LThw7+jR94E_`cKI-la{y53%0fLR}V~
zu(O!xSN|>`=@_++fDvW#yjJTp2lxq@1jn*@;;GV9^it#_c|YHh1Jl9~F~0DXYVO+W
z6Y*v(Z76N0a9qM#iGL&o&uB<@B@>WIxTx+XHOS60ISLx}Y21%-Z{({MDJJM~hU^dQ
z*RG3>ApPhWua3qKF){qNlPGx>0pvQlFZSlKHtqw|IKg<HeHP08J1(}?74l&45_GbP
zsQ)0g6~%4?gkq^sjGkY2Fzp*wr<yORp%bz?x>8X}_z_oF?_w(zg{xsI5R-QzkNY8T
zq3~AR%e(QinTK8>*;w0mLTSswZa(@i{ixBal&H~ShIb!`G;bgb%<#Bb?*MchfWu<G
za*1z)6mRb;YjddEiDiH6omy)f=D`nf>!gyA&`lS6g^#V!yH)vlcA&xY;ycdB$ONw~
z5iss5$%XVv4?6yi=)+iXY?y|Ly{cNM$3)l7cTOFgd2uQmoHkcuyRXqQqvU3X{<z{N
z4IVmb(lVcet2H=zR$h8qmO+w4E77)5iC^uY4A8{8TVFY%JRIpA^PZiUbZ$FXF5oo9
zY;Qq}6ntNswpaDaq5wlrP`eDMWXqZz<cD4dvR+f4A$DpvId`W@U%5S+LFkG6ULujB
zjM=!ksO=!qJyt=!CB;+rQ>Rx+ZFGGH8w`u!bt1tz<9BKTcyq3HbGm~|Em<Jy!Z)x{
za)J_E>^vjU@{-Gu^|AFs)zB4DNjo<>?tV-$zrZy7i5B!4XmIC$@{oq0A*r!hrpnd<
ztZ*EFfOFuduV~WkjzG;Nr(9iy_FBVw<kFnUYkqYJ<B$1*Pu6=^T8kAPgt~3McK8aD
z!cEqjAqht4+l>@PlCUb+aNJ_B4lrzKV?kDMa9h^@fw-8K2_^Xb7&KQ?CuObpVruaJ
zbrWma7$vcs@x^-pht0NIgFTrouvV<*AJ)H{6jr9kq{Wm~_WPbAkpqDV#envCQG)^+
zb2v9^B3@RqE7J-SqL$o&EI~FXMqg=$I>+tMc}|arj6P_T2^$Q(1zTMl+;&E{oAhbV
zToLbMA~uY39!=o*#duhb64AxLaZ>$<$U#i;a{-x2Nt!{NV8HJDj}8!n-BSDKbs%bY
z$)KMxnM9Ps`|DHpr@ls(7yq7UXtWh*m=zTC#*cG=ef4*(`vX2aWyan!1@G6#tK-T5
zR56In^K*UEMoeYO!^KRTEGDxR+Ydc+IXH)d@7zCUi(5`e15x+>v<4uM(aZM#&oBDN
z7yP$RU=NDGkNTenivJ=D{zrOvAOZMNj0fvq<j4Z;>Hk+xi**FuiwA?}K9H&kOaFaT
zY*oOr`TwEO|4Gl3zg_XORTh_=&G}WESA+r%H7?;!>94Fh_p0K|bqO8}?VCt-&rs^~
zFBiBOmV8AO0+3^-gj<*ofUkdnI*KNhE9pMsd}!G<!lWUOb2nN}lrS#J+){U8e>tfV
zo8^Fi5@6tiwzXBv1hwCta9N+`-+13M@K#ySfh+F}Fh8#5swhKl_m48k(pTPzHf;H#
z@I>?wDq4xfXXfi|(fnEiV&aa{u&V){Tx9K1ll-GtU!C0U80U#u`F-Nz?*M}KxKkFI
zUtf|;#faVhWadB#507b4o~??l=1`8CmQ5Xh2DO^;YeP5VyjD+a{S9Aw^$?T02??1l
z*lIBNRP>%Y^2eLGp5PYOrmfse=`7l8M2Mn@MPG7nU%@agvEB;rSL^FODrfpD1{Qdu
zHM`)W6K9h$^bL-0sPf|6ptNw#W79ct@`kB4i+-7FX&iHWrX65OaGaJKkdf!aFwC;8
zBt94%A`IzULt?T#wgWoqS}MbU3|oB&b<n#H@s5uV?HSCNj-@3`Cbb8J;=aB17vL(n
z?8L&5heM~gIits9z-;cKQScgVfpYu#%Zbiz=k1-g7G04GE#bmi2<$W=n2=We>iSqx
z$F^MLet7oE3yQ<WirO>NWipj1I_|%B-P#&I2<@9)Jrrh0JT{3M$i8?#-;-!H?jdS_
zw1#!)L{JIFeqPaV;5#7^SQh-vrr(Y_r}$qi+)@Eir7YDjHd$|l)<BM)ClAr=C*c(q
z!zg^0bGYbqkgT%FN|h!;iF6z&`+MFvgO3#FPZ#Wgn0#YoSlU<rBolc`Ud^cG0=JV;
z{ECgW`sRT$(>?fZB=;r4_1cWWU|dLDSx>4;4sb;x5cZpwu+|y=V^h;h3`YmZp!<!l
zWE`C8L99KVCEx2tm44a!mpz{<6G~E1e|4aX-31OX6+FndfXqZZHcHc2vj^b1)4n~3
zRs1x6IYphmfx}|9k!X`{y&443n)SF}uV?+vpB_T7N=L?$(c7tH;%X-o6Ji3${u0{j
zIj1{Myd-HHB0^qIg@Tb=_?wkmEEGTQD+B0pnz9$e<=)}X^eOzTrO4-up!oba-3FUF
z$~b$0v=$$vE9Q3xg^HrstVBi=@{%B4>X4l<8dgs{So_v@z7|hURR$}Tw1<qcO|+l4
zOysP9O5;c+Ms!(4B8Ba?ei3JR*gJVCWRj7NcX%wG47YejGw)O`6wrL>cLu+~)^-&G
zzTsHad-c+grXna4T|ya6qIAUaPNLBzUFOvb*>54flbuSf#(G|2v;RfcekTGFmA2_J
z>$Q2=m}J8ELlY(LnxxZygG-DzNgphc%M-B+IhcZh+R5~e?-_zR+8=g6SJIw@At+8W
zXsgG&nHw=RGsE&Si__ap>P%fGvjMC@C|)df`$u4Tv8H;sEkNBoA&#$TCtWK#+#b5m
z`ap}}Lu33{kiVXyv}Ig3brQOvFFsLG(sYh#4WTJ*E7JuT0?iXL2a$n0K6IIjL`Af$
zEz%`4<(3c)%*5trO>$4((&R<VsVbfvq@>xO&I=lUz^SnRhf)1Tp8%hL&PYAd5QWX|
z5&$`+^_|Cco8FL&_vnk}$rm*3iC@ibO=_8VZDO#Mo>)6IrlTT?-^pp1)&sw^s$Mto
z<zM_5UTt<l=;$yVYK)UapcM?YCQ%S{B425uNjM~S{HBG_5P{D~4R0`Zlt-zryhDN+
zTGsLjI)HyaE{t+bxrNoF5rVlC-2`d&C)Q7@AC3_nKNf;*Ks4X_o&<Gxl2xvwE+c(@
zzptfkXZWUi6KK|$p6hmKbtc_TYkLG1i<*vtxooN0AB;b)MG91w?0U-)@@p1sU1^AR
z9IFWiA~j10hy%H$Mn$HGG1$$$;E*dv-h09*fw$BzhYpNFXRz}rVNR&F0%^{L-o^Zl
zWu+&H)@a|kL#e4bGD$wxM=P^KuMOna)kmAnl`Y}Nt@d|gC2Hf>1KpE{h6i&So46Yo
zrO@MQ!$9Ysn10UElP-KGuSyx4pDc2uyWi0-p~|(fLMD!(vb7@5kkg&U^6q^@M6^?C
zVU2zK+`9Pk0G+6>!TPubOBgwemfK%^YtQZ^iJ#bJWz(tja09hDV^$(LoY15Po**<Q
zyTC<ELp8NDe2R0)>w|<x`Gu%&y^+vcLs6Ly(oVV*F;GjCV5Ay1?lM+U6&@5>^S+{_
zK5R}$yjuy`tP}_+=>7Eb=iChq<zScJHn}dGwG&FPNoOr^#HgMMnhnS4PQZfMZ+RlX
zL-wy%D#bwU-*m~<2dA()hSc=m-&`dq7jW$AXUlXD6f+LIu)lcduEZt821#l~w47_p
zB8uOK=X=)$Fs{`F*{qwxOAG4B&|LMpt7Sq%w$~qulTU>NZnb+bTg7d&noFY69ZAg^
zCag2LJoaL#$x1#!1)&1ly339DdSXp1lN+L7Z|SuP6%9!{-07@WT+_>l{o~Uly}Dst
zC-x5anJ9PU?3LHjs>(gToaMFE<Y#nnMfa1j7u}!s0!o8&YFywOo@UXa4Zf>(N^*NV
zoa;T#F@KAAawZSMA{sF%@(KN9vu=reF6>@$NBw~5OCl7t#FX4G6dnB?!(Pd=yFn{m
zrtSn~gm-A%V7}HhZHgJWq(of~DOt|-15Tw!O{Qsf3qupu&P_8GJ3W>9;S?&df`8&U
zPgAB9{_a-01vt-M-5haOC*RMj?<E|tN%PCS)WIx>ll{bkhD~+FZ!c#37fDCL>2#)P
zrZyaf!DUgLJOWnJ-(%q&K)$N|R(vc*N&~AiK+0R1-Dx!d_I62exTMUD8=<eYEyhyT
z?pJ`|A~6u!r3Y2)7!ui+Fl9*bDJ_Hl^h304iaVO}uc)Q>Z2PJ=fbNAY;$nzQ(1(Cu
zNo$ZV<6GO6Km+1hDBKL>{;w1TFqIQY+FO~>Cqn)b8AeHMj)v#rtw8Zp+-eyL@5yC?
z9$OEVqWAMS!H&%6B>HrN+0o4W1$>U4GlY!q@|egCK=x$PyIiQvpQ>yebzg^I1d8G+
zq)z2U!sNFGfl811QZj+g-;&sI^RIh19MN3G1A_xza2*UWaWLa-H!B$V`*^q;V!_nB
z+xr)a8!y>1NN-kHSapWyI1sl-FR*+W(!2!>Npj}szF8W|t@_^Ds|(?Sf2a3<E|AeK
zCRH3Ye}U2{AAkOB*akGqMuKCm8=)Bi#VzjKGhkX-R>n|@>}6NWLD(z@+TSKggh$qm
zwGIz?>+on*i#dFI!PRbpt!Lh}5E|Obx1P-$W5q0M;Uf)%Na~>^R-j}k-E)bya-hkz
z5Y}z7v#{_IXpIh-XYiXBT$$plKV@&`jv%|fpz1YSYy_b%o}s;~*s(i=AlHq!VaZjr
z%%Vi)=!7J?4Xa_Q^w4QXKeY}XB!Rog&H@}a*WjALo1+QbVMc>H6I({>_j}xn{1*0|
z4Ub=QR812e`bvKFtFSbjCd;0t=H}Tm?q5&CSm*HVJD!dy;$^913(ymWQ>m>du;8KK
zgK~RK2v$s1fI4_-+c6QV#yQEg_i$uCg)IMkH859g3!;8FI{k&@7p_4haMX_ADA(LK
zQjmY+)xaDuMx(GhKaIN79TAHH($W0HX|S2Gpw#vEtG<oOWx(|*um0=TfK3%L0W3sA
z^NVHG(a6?rnY!@J>Xt7C{<T6Hi5?1O$OgWqrs6-u_iropl=+hSW@2iDs>z(5XM+VW
zRu+n`?xL*~^;Nc~2BVC;y^eOvAZ{cJ6&1-UO8A*&aCq{kuUxq?>{upDb{~VCS$^Pg
zJ{ZD_<7naX=8$DXryFiQ$o6-hDS2|5WqwSS=E=)Xvz}~ZK0=tLTWrG|T;k&PKJL#O
z7>8(3va$9B?0p;@Z6-tvvw@?<n0y13l7a_*k!*k=Bnt#-&CP=z=i5v(GmIEtOSy2I
zWLiuAN*mOgY!ny?W_p11YbI4m?-1kmGq;L?g4BWpy^;QW9KKoR+d!N_d*#*GdSTUM
zOsm|XH=j}5lL68VLf3Tq9lzSj66XR{1ROSG-QC|d)dn8eX)~P802PAjYTy%GA)(r&
zw;_f3+e(bj@`!v^(y)H({jIn(Q@uwq8GEoNx(85CyQHf6={M8bULA15%rW3(vO}?^
zCBf;P+6cInm^!xpi!}l-gvD{t+GwC_WEb*x&pIW-rzo>aMfEznni{C|(b4dC25hm=
z)S~5Xh1DE6aBlvLAI%6Mt6O=JF=*jwO&ua|%-T@}qj1aoCD5I%!%mOKKGCIQFU!A;
zp**Jb*MOjqz}$G0;YKT9qv6x%&vvh=pJLCy7_{~7o1UOq!qo9<RUv1*`j<0ytRyHs
zgb+-&f;pv*hNCxoL2?%T?HH2<4{8ejm+7h_y)TDzpxILKqOVk*D7w4of9K?^g&-@m
zXA642g<g+uOh)ZDRMsveqa-i+&?ar}+X7<rO{?%gZYkata}vQLXOE@gSAKPlPk)Xp
z|A3KJ^-l#HhY;qemN0??miXxlRV)s8-9d_nmO`#no|K<C`kQ)R7K6xf0ut@_B%=$X
z3gGqsTMMu+?yjn;(40P~hH5=&EF6||`&-@Ls<BwE$ghrZ#VI8gY0jF@KEcnt;|qho
zDlZ{t+7dsF|6P#uL7Y|a;HXuEH>mh@0G~EAa(?^%PLj*uHe2;t(p5RFD3u3SOKbhf
z%Cfo0h!`PS*Pj$)MF{}-$d9h)Ejj%*OmjVq75&qSeX=wCK|zgPCqltI7<`<`Yz^kt
zosAKA=A_EH@-&1jkEj9K&XuONj?f!t0rzWyu&(ySh4sNzC$O>$3&v{eoSe>~&U<CT
zERMw$sbeJ#0O84b^gk%Fn!(XOMGlPhWSL!LKP)!Ui}SqC;;e;CyD8`h@L#5fw@!<%
zCrI#Iaqx6l9B74-yfd|fpMLUg;1-gM7Gi1I!`<hEjdmAfH=fg0H*O2C+lp~6d;`0u
zTM&|VZ7%K4xw)wJ6yAHh><lP3KF*YnUN35Dbc8T8x+tt;RCF!!p4f)5guPdfbrnd9
zn`PGhAb;pJLq4!{tM+fW>yiAt)Qk<kVeX{g^@uLABi7^bWX<P-m8zM~P-whx8(J*4
zo9e`<Q?w5V;EP<q!Mt^)@*5!>`_4*xsXZchKIf(TbL*0rzwx0+H83@-b$YY>m&V(g
zJxEu|{QyRwyWvaK@b*aswpVu>tcbsogpK^jL`|E9(3YMRzfe=LTB9xPN+cZ|mssdZ
zhL@t0<jad-SX*)zKf-wRlLRt&B4K{>jA?$ZI$2^R*!tHbkCd&DSYbTF;(3@cI+N4k
z`p~_w3It)4d3y;p3!Lhe?pn7wSWHjv8Oqc0YA27&Yt$gx({r}-#<6s;WE3(cU$EZV
z&2&zrO3;{q*Tu+I)Z>HFTJ$0fp&mQ=4x%kd;(sH@wAN4Q-VV_GHZr)Uyh^8^?(yeN
z%dAseL3_6A;E}3PHBGTVA)spTNwB{Ddf4p3f$Cw^2FaOO)CFMM(Y=1t04l1<3zCp9
z(`ojC>(4g<&(2U4^QLudiM^ieV-NN!@^0qacF9fb>8G!qW^V72A6c*rKD?q+>Lwi4
z^Sg_>^qh%TfBP%Qxkq>jrf@)ZJU<~~2y?`FCLzQ!d8JJE5S>tJBdxu7I32z?$-gmv
zJ_bz-Y0F(+jRX~4hFzH$-_vzG@6#HjseSpfP$1*?tA6@e>zwnGT79@{&sk`S;@Fvm
zUx}q~HQA1@qS@6nhL?ANA=ZA!-O;(?5feAWyUS6&@WitSQEb6`1l_?a1jtdz1j!(6
z4KSB&sLEtDvb4|0eI6V3eXbuBx3?P2q!dhL!8*vPJ(K$s1f|tBuAs10{`sf!Kr=-X
z2IFI8iq?XkqZ|(ZA!A&Bnu0#T@%$riK&%Ow#Ih&*E$e6hE>W>mOmzOkJCWH2{$J5N
z{|8SLWC~Wd1Wy4Nb^RB8`ixe>yQ4d-Pc^9<y;*F6jHM?ST9nkHJnoLwfmppZ^8dl^
zVDX3J3lv$eLYyt#|DH_x?{87LNS@384_^gd=*YK`|C?OYe}DWR!S?@-%wl+ftk7w4
z1qm`USFSqpWklbdENIHMgO{x1<KwdhTrqh$D-dklpbiAFt9yW&Rlv7w_<sD;>;x8z
zHIh29fBMIq<w^yo(W7wjN+otaK+j-*jGpfj>b~W<ZDyIcn|0@LIFxPDVWa##8ESoe
zK81W<pKML-2|h?=<+yU^s>F}jl2Rn=wP9vqsk*EY%b~4R0+X?}b-uc~mS*9?%x7-W
z3)o_-`ag9+CC}Jt^78`T!r~vW7Tcb}SDmm#y!}XC97Y@uB!fmf;b;jM99$g|JL|3P
zJ`*gFoDiVt-K_&WU?Y1+f`cHL>{TC*0mS7XMa<^bmP&<7O~dl;-X1ucsL&?_9f0>#
zZ$^n!P}<L<@Rs^uUg7k@8<-mTR}0Z{SiA0z)kuyL-Y8yvsjtoIb83A}Ge7#(#|i>z
zo!?*G+1S{UIjyjjgq}<rpwqP*e&&F=bNYm0HF`hrFk9sNYfaQy%~>lr?K>Qlvep%p
z+C@e&0Gq{1S;GilDk}PGOwT^tIPwj}qht5tpiwclgVM$$`ZM19>Z4Mkl`Qqgzh)5h
z_*C<oY;zbpN4Z;?Aa5W$imzGX%Or7K%7@~A9B@HYZ&~`TdiW@oo+Ue0TE3D(H#M@b
zKJ55n#a|UI2^Upwoi>aVR%UejHNLwwH*aA%qI`a@3s$=s>#*ofS%i#Y+B7vaRRbmj
zqHY(ed4R$qBAg!8SD)`r!1OUy2YrSPOQtVhcs>d-x%nW$=-VA?iuvEUq~ho^K<?*3
z(=n$9c4xBNH;%;5{60pGE8_C*k7R|X&Fcs)*N5G5y3a0*{<azJAAhO-2p^ti>q1pE
zA2=1BS$6f37>DTzVE4?^3EW)So(Sz6AQD~krnGnNCJDkk9tmg2ytzS$Ti{iFc%v(h
z^z?{BMuQ3C+2q8u;~m*qt4`EbH$sI-r$^v~`6I!((ck<%!WK2<UQnoIMAhU)01Mti
z9bE8lT4L`DE9$1@v4gBiy6J6IvY+<qt=d)R$HyS2>fD7}-(Prj{nKTV7`YzNCe})t
zf9_9f8s8}iSodd(oG$bwf^Y%c0Je{`2e^P9yG<K(#R|8-TD7J!E}AmnQkfh`@Ru(c
zNRGfo?Zm~J$dVOJ?s5-dOq>bEpZ0Djtz#<Awq<qv{UQg^3WEaGY5Btd!_q@eJr@vm
zFomY>nr@d@-*f#LEVWR2PrPkZv+p3gd`kPL<!D0*ZgDELA3UFRBF3I>4$7LT!3koA
zay4DBH?bn5I?B|6vwmj^?qeq@Xs5W-g_@lk`&3yqH;4-6Z@SYP6E~Ji-GUmoQE&Gf
z<p*m(7n3utuUl|(D6al<Lwt?ccC^_^G^7>7I73z2_c2a%u}}idqpd=hlX<F+7T|?`
zZn}1b>!bRTqpMf1pKZ_MtH{(@Wk<&$NGuu;)=m_&b*Xkv=zD&x*$$a5MK0ibZfYf{
zlx*jZp1TvWt`fq8i$PuftU=LLe-Xi8*kNBN4$Vzx!^%_s4w+C^!#*E9d3r_#0X+qU
z_^&9`ZaOvh5d{Su_r-=8)kv#^-ui(MR+~O-WGdqA$$mTcoo35ZuG^idMn9vkJHe}c
zxo{ubH^RuVKUc?6WyDiz8{kZ`&V#J3;!4vdbFr*bxT82dksSa#j_Yn$PK}Ep1R2N~
zOM~;mu1>T|qWq(G`ZJ%1q&hM#S@fTsKZit?5H5q#IYXR^?Y^!au27{<{-KiN@whDp
z3k3paiot`VnO{f{l`4@sSR*v;Mq^f=LoFRp9uQNzu{UbGI)6fEtU);6K0o4g_&mZp
zk#vUq#(ub&?icB=cnlk=AnZf@tmJhG_cpr0mc1j`8<{HgbH%5=js>4J*&)FB_0<_M
z#;dKbi?{M26<J@q=|PLPl?Cr67#(A4LNK7vp=E`JF=h7rd4pza_E$gv6?poT9!%c(
z$FA47mCXFgP}M6HXsM^H&PJpQt3n~4C8URa1=ft#(_1!|#4>UHXOJPAKy3S8W2;<x
z^=Ie&e~G?0-B}n8T%oo#e!KiH1DXHNrRAT2(3RA%Q-q~t#yLF{vY*kiolWtmVxhx^
z<WCPQPmgJx--bDI!iYykHCwmAgGBUPXyt!OT1_BTAS$E?xCX3cmqfL8kZo1)&9qv`
z;e%+E=@V%GscTRE8{$eIXb@_R%3av>`tI@ztkjqi(yGLq#AiGbSUv2aFBjm9Ih)0=
z2xQ=N3P`Qs2pPHs?msg-deO0Tw1u)qwM>8b18y@#>!T(&)Y^mWv8NruT?KD^=IR<#
zFf0%!9-eAfZ(n!Xmg|ip?oFE5Xq#Q|vdo2{QWb$4$fO-L!o;H`vjhj;0FUV2xx>iZ
zAi&i8-QP1lCnS;ntvAYpqocdWAI}`kTcz+@@&B37{ceQ~KksgTmsO+3f{-->F2BE`
zUA)zYoADbz0%4lcI_19!ufKvm#<C8mEp?){12ni@%jsxv;<Z<QZY=Y`Z6W^03=a~L
z$ujEe4LLFmrC10yp}{+~-Fx{Si8vCj?^9goMBwFP2+NcV%x-@5(EwHXMykm7LOAXX
zWo_WuKsK=vz@|w4$6qJAa!KK5Cu-N$d8PyhL#BwNDl<)Ed}>V+NS(XgsR0kP!iF+M
za{()C-;w3B5Sfw6An80<<9F8dPiJ?4XqLUctB7y(xT~$VeeaAFD+!twF;v>>*9m4H
zya};cM0qO&?08t8PBX@efsN>It7RN=KYC-*9^%r^f+yBk1^66!Y`i~>Fbk2~A$RIk
zXPQib-Wk6`O@DNfeC3(E=hL`8tKC>kNbaXffDs)tIlMW9Sbkm?!H7j|B1>VS0!wan
ztyFd3sN?YBY|@VGe01AjQg4k#J`{0vKgGrFeR#(yEfi))osVJkJWnlg2SnXav%9~4
zsvQAI^hc+(-Hm&>qKQ_C=Hbm!g~}0Fu<yMkP_CGhn_XDE?{cTKpP`FBpjh073e`JD
zS?mp9JUvbzUWOUn25RE1P@t-LoD)6KR|zdde1+*Mj7+UQDFgn9-xa+L2*8`{%UXS7
zczT>kp!{6ieR#K87TLZ*qW13mwoul_XT-5~j6>M&&WG{Ao~6fYbc@fCx`oovOJzi*
zYT%u<@xAIq4`;iPis|1RWWxEDmPTHAV<4it5hfw}o?>ISWPaWUuK<0#T&MS%0-rD1
zJF1A^?FS4r@JxQDO8?-j!Qe`DAO;un^bqpp$#UJ!R3g&&I56|E7)wO+{4T`8qTF=v
zTtCvLfXsc(Yo79D@+1m~XGQ?AT7mRD#KPvgB)iRzOv9)hBYiB(;RlQZS9iNjs13n%
zx{1Ec9LPgS+KI16NqVPB7Xh96a)zcH+B+zK_~yqzX^gevO;Gw9<J&U}+pp)FbDaP<
z#$w|tE+2UhGcJUVu!1uLR)Ab{IqJBW_CI}lXxIo2i#^#5q!yl*X@=b1;doX`vmu3r
z6*onpUXPVz0uq4GRCse2aRo?eczyo&&E{14>Svf+HG<JFW@8@}Z-@0Om+=Gu)(RtP
z-xwM%Wxi_lw=!e`UhjuD;x~(hN>h2HivlZ*)^nl+Vb;%5?2jF!_3lmEf|IE8g*Kwq
zH9`*$52A5NqWwX&F&uA1BlAx9sV*n#xYiJtCsJAW#JbB333_In25?)H`Fmigz0+>N
z)r&>dm1oUZ!&~kV|F%PmTY^J5RmQCv27Um^dta-6+uP-gn6(EVH6)#oG(81ph8#9V
zt9g`JeSm7K-YB#j^U;Ak0P^lIB4dLhm*I_q{uZ8Lu7LeWxBIhi=l0AB=i|#$9&16Y
z4|e{M6c0am3LTm%ek4=oi@Zr(^^4Ow9$!F!U^3euh8auCQwpkBHf7!BldP3iO|r<I
zXj+ca6uXG3V+Mg9s(s{&36HJi%!<<|kcXUhQeg4Y|4cxaNG)lFl7+t*80LK|r}G}>
z4fzrzY70Ia-3zac=l}lm*~1{C$8USTWFV*~x!#{6;+ED7O_)SLfHQf#AkOGhh2BZj
zkuLhc_|Hp}E0)^!(q{J)hn=rObW4~S+h*iX5`5GOxSulTGz7^?BO}41aUM9k^Dtz|
zxRx-3MzdubZU@7+i{67Lv^BQTt=LrRDTxKvnva95(21HABN>a6TFzbrh)E2hvl!|l
z79W1oT88*8gO9Y{-k1f)QCFdayOzRLoyTi>5htKduAsu{hYOR;y}JBI1Sdb6eMBgA
zuI=2sOz1Hw_yEBcZLQgS^#;lt4JCb$y#Oq<Us~<=FE7eh;-d`~aE@@ahy9ni1fG8o
zAdhMf#V^bpx*N!Osaf{gy=QDF9^$RG5g55}K0e?oR*hX$U-xhid65Q(wow0ZE#F#b
z$6pp&3NeSO;Ii#_2i0U%jO_2Ap-J6-wvmheT#8sZCBS#9e?Re~m*1{%>ZIfA&jZRD
zo3pCZBD_54k@lkA3{fz0>UIYp-V%M_w-k(Mb$atU`M{uTDDw#k{qb4r9wwA7yAa3(
zI?FxX5B%^kXp4|zCVmX*|9W5HJ3YsB_iZI|tExT7=c=h(k3Wlvx8V{tvTy<+hAn%n
z;f2qV{P}C!2<!eprIBT6*k73CZG+~jw%^h(7Ad(%yDMg$HRfFgx{h~bw8juSBuC;p
zo%E%FsB`kR>2%;<ViYQ6*%F!LF>>t}E{?I;z4xaW+_VK?g%c%UiLLtlo33q-$63`@
zYUs*vk7J6d{YUJv%Io-N@qWb?x!;E3vu_JWJd{D8z0^Mi1rS*k-a(kztV~iV%|GwZ
ziK0mgRczJ`K5vTF<X<Z24##3BH6K-|@$MS}E2C`fj-{gT6AWbk!S-z~vd>@{%>P*~
z^8ZVB0=E4hY0Cc=IZJ|Ju#bx-xP^kigb%v&|1NGb0YSceznz7`F(6(6mJMYqgWHk_
zp~f0P4f+IobHR(w_K<ly#q0=RjT4SQqwhJ0_~`W6k|y=O9kA~{Vo-{ji(XRJ3MmF_
zG~;>;gJ^sF>$~OF_hUt$RQ4nmU43IQrOp$6mG*f=FE+#sFk{&Nr@t~wBNq;g@_Wyu
z{-N!C<<g3bJz1plPeh=qzAAan%-(nlqq`Ln^ote3nb?e3A47Nyj}`~hvjwkKTbBM2
z{MYmIUcar+q4$u?=liXeX`!jl(1HS8@%RJ48|=C(Wxm6_BVI4cH;R)_hJ059HwPaQ
z)?WB-K{GC!s)!FOgZV=Yyk1x6ZNlOCAvCN<B<~BymNLduBNxA?OL0!YGPN0MFY*`m
z`xK$TX2=8A8s~NL`BR1d{41L6uC2(k1w^K5t9jaegD^5iCx(@6_Q@}6BbPa>`5yvV
zoUMOYkGhZ8uC;=tJt2PA0O{&F^?UqhsGW`U+-`@q>gP1?3?fmRaPXYK%~`B`N$ZmH
zC1i)sCqTK*pjr_7ws6+f_1k*-lL<CE*I)0QLe_(sCcMq|kO^Tu(eQ%DF!UeyQ-puI
zvrLy)-P_g-MhvoiB~K+uJ#lU}3}mHFES|jHo4f?b;~%RE>%OmL$$WUm+VTmu>!<2*
zEH3WqkqdqD=wOShvJjA~i!XRZP5Weexl(>)eMLAv+Z>Vdrp;fg={1fL0?#0!9UgXA
zWd7B69p-l7Y<uTp^kCYXh1F?YQ~nsflSNm&4eFcL&@CSS6iVjssXGb#FzUpqmesea
zdY~Tc0V!CCv^AO9aN@Q*MK+q!ls#P8>@x1A@3sY%>AU4l?e)%plZw1Gbbg0${}a{{
zL!5#eiB_qGf-6=^kYumJZ#jEv3cM?4$ZgouA|)p*`9S_iyhMi!G>8?l0Uc}Nt0(S$
zdcJ92i9)F~h{UsO{Q>HmXirK~g2Vv<v^ye9se+SP=9%~$nNt!l;?F7af1?g#Roz{b
z*#*?H;jG2$o|9yhCYZg5h|yT<@8<l<gdZB=dzmivJsPI-rT}o(ONbYB7K4KU`NF;w
zytOC+d4iJw0l>YzCL{*1M)(H1eM^j|L}!D^jCXMLVBLHz<<|i{PW?J`uJJS5?iQ^x
zJrB<Xo)Bx4;rt;jPjk8^b!Cs|u4m*)eyeNdo5AJohwkIU00m%JbYJMfz?IuK6DTd6
z(~vN<G+6(kqp+C|JR&e8KaY!*Uy0YL7fMwQmd}v4n{m`nxg?Uo7Ri%5up&KP_d)c^
zrsGo|N{W3NSrNFI6ScN*a+up9S`S_i2%cQZCi6a9Y2&Ff?1a}new+eHT0jfUr%m$B
zo5+_qFzU30E5JmV=JrhHvU`&p$;CGXSb>f&*(D~gx}*=iW7eN#?nXV<GpnPxE;<!~
ztwJAbby94a{Ly&gY1&nBwXtRqnsrC^@G0(muc<DZu>;WP>KCL=S?*~r2ZXPJC9jA4
zPvX${Y)fx5Vu>G(1SW-H%N+`qGft#2&YZfQS$#w_oSX@C9~tm}mt9Uixouw=CHSm0
zD#@GKtNzyz@R>yQ=#b*ax>+sr&q?={x6w(r9X*;jb}hfPkEGR6MCOdJy)~ng@buiJ
zJ~>@-0%u}3%y+~|)WsSacqrvIsA2*7zv&17`_|elNdzAgUs*0{b><~YO*n>&Me=fC
zceZi!KQ&h-!M2So1QKr8*$h6BsNIEs`d0x*0zTL#+5iZQ6dLa9HJU88F*CL}634G!
zzp})E`kWRgoe4AKh#->Xo=KdvaEXSK6AM0;?>qr)7fA3-fd2hul&CmA>TuRN{X!=j
zun}P0@rjZf{~jE*@Y3=X%k?Fh*Q1BsD}<^dADpmn7Y)g{=)*ehYxpU5tT(m4x`Cp}
zGNd5MyMa|b&Q9{pI!=B)VHfBj_i|j$=wZ0o>sg<AhdL&^q;Zk+x>jbXDKqG1eKYQK
zDDp(DOYzQ$;K_7Ytk$Ie^173JGH(35AnW=lgj(On6P7|qXA~CUcT*Zm|G4DKY6v3S
z0%ivbov^~rjDk<3n-R3ltL~ssOEhm*`v4B}1uL_ZkH>nL>&23sw*iS1B1!-169P|0
z>M;0$l~Jy$B~KGQ@KGyfbRy0++OlVCjY<-=@JU9r%ua1%U!r2H6G<3$b$YH?)6H-(
z=?;>vh;4m@MdrWh-v5mLh${3P@!9vi{JivLu(y`<I`w;WI;_g^6k4&MqD*|l29y1L
z?sR#AgG{2CzDh?{{SrZ~K-A(;KE~4-H-_5CQB4CwHoj{Rc*7Mxl~i6}iD2jI+x~kE
zXQZQEO0uhg=u~z2cs7;H1SWT*IbFT~dZJ+J*z#G~LX3s__it^lPUs3dRgZx{$0t*C
z3&!8q1N2-+&ur!ZX~azJ`t=-VFE7M3P6Dk4&bnPr4((U%`@N%qysyl9W1=B;YBF@b
z<>oPV!u^Qh-Br=h3Pi%%C?0|HOAgkuw6yu#%NzBwCJ!CS-&hN?ZPrtwp_%Zbp!MAB
zpzrMhMxc)7Ix#A=TBCs<{0UhLl?VQrYj~`y_yBNtwZ}La#?v&2#CSUHJzdi|MfIs+
zl0HU7FYcWY>9xOOtj89oBQfd|DFs7;a3_|lI?Xhx0p!MjG>j1xUn&#GT8u=to%TNK
z5eR$HJl5EhSa0tNo<i$d79Em(bBo{gXWXvT22>9oI=}p~U2P_9UlK1K3Uy9^0*R6c
z#xkA$PH+x1C4X4C3*&jXPKSC~NUP(ONVK(4h{SrsE|OoQk2=-v^fC>zH*EKPFr-~e
z3MvCEFjbILzwzk$8|)U!qx-B#{IVkT??86V;vIZm{Nmh|^H?HJNtM4zL@XNXN}u2#
zYR?2G{YSPvve8l%F$u+<w1Aw2G>y^(emzQ@ZhCwNzb{$I{A;eI`+yZ-xslUadvJ9F
z`A??F+VO(r7bRg_?O1qNnp*QSzQR}FPa`=n%{%&dDDH803Z`5bx>`pt1m@1!7}lS-
zm4x2-BEDak-?F2a(7xwL5%giO2>kNdVC;`_i$ufN|GhaMDMFMTWj+fM0=)?ZsfY*P
ztd_fpNejz;Ncqu+HtM}CeJuUZ*VTCbSVGrbxjx)sl6iSoml6_;WdVZFu#Y}3;Vr!3
za~cJ>9~l@?j%5uN4+P(w-gc5QBDM#h*ouW((U<7Zry-Fbn_&FV5p;%5Z6xZs@s>3x
z6U(z23pH|RyPnhK;_yxxkA??l%hyMdZGD5m?lT3vnR3(E_^frqNu`C%7eS5`6cUCr
zoQB}#22R~^x`LG5K{0*8mfq*Z0<LvYm0M3+*ouZ9I?2c^yD6dw2*-s~^&_zQK8)~4
zDarEG^~=jtiX|>{hQp(-tG}SKr*h|#LFq_)C?2dv!!?;VQkEBZJ*I2W8Wr!+AB>99
z7^}hKDE9?G_M<;7af`pAz!4Uhtm9W<A}=c^4oHo!6<_+@5ofOKye3El6u!m$a4*gd
z?djsxNDbD*ebUyH!WPh^#avV@fIAvewR_kt`6G=sZ--v@!poCG|GR5uA7=^k&G#mZ
z*{!_O4pa4<z^tk1qrp*W+`Mp&*d|FcWuwnlJn!AhkULms!<?t85l{cv3PUVj&E3RS
z|1q4Esq&`SQ|hbf0Ry<J@Sl8<quX6eLHoSzX3{0Lt<SW?q2iiM$DB5jq%h0OM94wh
z4HM^~dVH94Nj921OCWeu?(u@fbp(0k1Xb;NWxBFlcvh8cBDPb?)c&y=uh1wHFy26Z
zw~*}+WUUJIQZ1WfwVFaU;bI<27Z+Gj_Gmj#fE%K?f7FO>fBvN}AZjdhOZ@82Wm4Xq
z0F<682CZF>_3TR-XwSuIO%F<(k3k}%-{aqppA(#O`SO|I+<c4M!E{}I<EA;_RA@^9
za5+{PT2KV;yocVsc^z;*aeRS(aoE4~&ov2Uq@yGp>PIE~ahy{7a6#6^8Luq-S3LkB
zi7qv^cIYcL&(?oy0mh-D%CIN5?Jg<U$^6Ol+~iwR_}`(hi5ZKQu_*{TUVq*7|2n`Y
z%3&49#m_T(nEzbR#0*!YqFtTxc>RdKgr$y_WFows@?qP(_f9M^6faD6{*9Ay6~aZE
z-4uXn(MXbiTR?d0>;ndi6b_WDgLZ}yVWW8jT8~3w-%}q7q<09aDx(S|4O(8#&7ZU>
zAbc`BW}a8+h2E&6<K;05<tZE@It<knrJoysljO$3)MhV0`81&4-w+RsJ^0zMTo*S!
zg2ZwfvY9W5*54bMjqZ#DEAo&aaQOtk&8Ut%8cTL1r<^*wvS^J<<pT8dKPL_oWbBcS
zbUa0`(ao#KFVQ(zFJ^_UPZ*e6@bFq7azQkhWLn&>rpOb|swJ|cZX>Hx*mY*x@CKr>
z!aNn1C&FBe3$OyX;S4h9YMURE3Do>=y$|%DOCe@#g@|}Vl@R8e!wxSwsswReA`&C2
z8`sOT8X}_}V)F7TIZdel)?R2{ZCqt(FEm@OrxelLwsRp7Rz|Hj%;j)POd4ID+@2T`
zq~+(`#IeM^jRC#*e8`THI1iB&jxKj^5D}Sax0hmlmHdJ>Mz^A{EI{ScMu2($A_M$y
zfaW6!x!J)5H{(9^L?!RwnDLa!!&ktvE25IHHHhjWyf`JD6U>!=8Pw|v0`1K18nSyo
zJI4=ySX_+n<kGJU#Q6S*7nRbIz=ehSF8=+ylgtSkXHY%_x31F!)xzlT>SkK;qSBb`
zFw%oAtPF;XZVwYy(rj(~FG#g7;-7*Djr=x924UI!QW>}JeA>rvz8<U|2rb|-Fkjqt
zNxt4joPE*XuiV7kczT%vLg9!BRFvw23GiH9^|@Z~j}9_1Wo!f8`els4sK%DE8EqSn
zIt+~M_)7o$L%Vwi-*(@Jkwsz2h7<mYMS2AnV(g5MDwCzxQQO$|beD$~baFvjOa8Db
zLI38(xx=B$AA)cT>_c4TK?Qmk+Vz(H-WkKuvatVyvbPSas*Co8Q4|yjk#3PtK)PFy
zloCOuq@}wXQ4o+4kS-|!=@g{9LAtv;rQ?qMzUQ7B=YG%kod3{gvsinsImZ~k7-Q{~
zgf0Si^*&AY*Fv}a@RN4xy#`jy?apNN5Ux=vlH&XG*is1En=R2YEyY33{qS$Ml~V<$
z@p|W^A~L6qlz;Gi(`jvaXiPxp-+NW_XT);r>$co{A1yst=fwj!uKX^2Nz*apv`j;~
z{|>~LTluID)^9K6IhB+)KRKodHa|@?eS`7me1-29+YsT{uf|*%+Z?;6E-^$D%^{LK
zp<jR2Hx2uYOllbCq|(q`hBR&p9x;qqeDYs9DA~T?>wYcqelWE0?+m8(>R^&aZLUbN
z&GHZvnROXU+l~oeR&wE<+|_T@ByP!yf!XETm}Gq2%}werCs3l^PFcIxa|nNkw__q7
z?MRmyY2zqLiOD9&uYI_|9$*-C;VuQMa^W&hFmE~CPI2(6@iRWz#Ju)RUjK|yN51ft
zscC~IzpE-W{zNL_OOg6A)7V30^n@Ax)lBR|7i^D!I|~G#qSiR~-+iuLs;kWiwo29(
zj+(60AGT}In|&z}xGJ3*nB>QkrN>+umoZj)ZYirp(p0(dxi4Mwk?=OZ!r7-KHs;+0
zuUk2lf%^R?p-wyoR(3nac`K2cl08dFqs~vm2?QkBJT6!?HZHnDe3`;jUs|5MTQB)L
zHx;_gV{qM_T=0aAq`JLrFPw0AEV8NXj{FRXQMfHtXxGYbmena%bQ9yc=2SzeF844`
zHc^3hu**c1iOd<<PY$dI>(xDHXV(ZV^p}#jGbg@TOp_U#=pdby7C62XX<@voKE5~k
zr;Ge?r5Yh2q2kWznaW^6eU=XyEecBXD4(ugSbOfoZ3Wi4-(FO-XU{Mg)M^){mS;Ry
z9#i>fTwmVgCMlWcl*B<tm(85{LG(u2)0(%~i1!eKMeO-<t{vM!V1fBYcR^xqR<@Q4
z8OodPwXxoW<w%t8mJJ6O=5r2wF~{>P1$Iqi)40gUZ53|*0cUbXOS(RxLeZnY7XAkJ
z3^F=VF&L_G7uL1a-MQC_GFTlh|9jJoAyKCvAq}u?YG|g5*t&E4df<P$#8K&BIJ<Vq
z_Sb~aYGwYeLko@VV@WK*ZZaG6xa2<7fE(H$ysj>LQJ%@)CFv$4WOzAw8CCf~G5H|o
z7khhP@a%^0qwS=@Ukyk3jXC^o!Ri&-+JEVh&q`aWCGizAJg85M_$1y08TVar#tt#1
z2lIdMp^RC<vVKS#DvR+oLONLIUcydVO)3h`#D(|fG`}jRG3GP*LW#%7Pv+vV=T#}&
z5$CrYIU0$xd(+C9F>XVhY1eVRGy39y%5~v&)mSbC*9-T<d8`83^>%>+3kehxs_aMp
z7#|cFab(~9X33FpM<*{o`VwH8jMiUaF?j3k&T{$k^wQaBwb_jGodN9a^x;rv4+5RS
zvcpXwbakAETp#m2`^i!pRBkx3mB$5?RSO=Rz26?r3t7{vt++oFWhZkNxZ45Gi^c@A
zhbx#P*Czps#HFn4UOAP=XBlmC7A_A6bi>-(ohOHkY@~uK#9T1HI>%%dN3oi(`VApp
zbC!4{vr4cETR##?Af2`75clA73q3?_ElP_w92tHWFaP`A+2`nJLfz=N8HZPDWR5%2
z)z|XI{_!F5)RL*^3FzzG$=1U(DNNH{`73I;l@1q8Nmve{cPWurE{<nBJDETs#QSa_
zimM}>k=n!FF!}QaQ+}-|)$LXOUkmBql17V{2oBdr_e4`y3S_(Iw)K{{QJ&Z^7h683
z9$~{MFghf*$j$u{RpgA3&*Xc$_mZV^fRiwGynl0Ogw=gF-@CWEB`%+Q_D|kx(#~5{
z2Pho2j?H~YPjWG%f=lH2>Uua0>q>-rm<L<ee@Gnj6Y=&p7jvRwnj4;mtY5fj9?#;*
zv`IV1?>zHcmt$sUFZNC}0=tZgh=|DQ#zty>eu$TdhopSHp`f7P;o;$zOO5ZdD<7|!
zpC~<3P{6Xeo*Vt~(&E~ZlpN#l6Y05g@B0cA|F+VJl|F*40$k)zJcIz|<ghxjFjTJ>
zs`;4mC-=WiXz&q)aAXr6b!>Eix4*yth192a?WfX6Z^)S}C0g6F{q^TzB$Q1!Z(rSf
zB=-8vZtqWOUIk%DMfVj3KQS_e^rwWyxqA9kp?cQiCXQdua#+5zlfTV87n|qWT%5iu
zjN|O=yx&`=B>&G<lz2khySs<Rx(~I-8aiHBplvgph%2l8`bNzyO7PCJ%;$QHUgfd$
zgZPZNr}K}!opjN{q9-RcY;0{=+1ax<zj`|vQBqQh<NJPFTwbFohDkySO`meP#>U1X
zNJH<3&^~^=5?c96e25yp_q;#dqzzC_^!%ih<o*(=ePcfKi9%tJ923i7P6~W~g@lih
zBzuS9kni@y@GPpa=Z#;n+|d-c)GzyXAJ1$nu|#)88UM3WiQ*ekjwMMCux`-HRFqDV
z^4fSCbjK=Y$dj!PW<4)9=pHRGR*D%x>k)KPz9Waru0EVxKS7Cm{x=m<@2gy2bk2I^
zpX3=?QIEH#0W|ps^&JM(IwAa%&u|n*(G|vd)O40cQ7C4rsiR)M-PgI<>fHaM5bq5a
zhSeH}U(7}ifv4|diSD^9CXVguuoD|siN74eCn%=JX$1VsmKF6Evm_B@iT6d7?=3}6
zx}B|MP*YPI2|uQ$X7RkbV9S3^`#1D{L!Rh($mz9K{LPW;iPo%v3?BP4T*;a^-(Na}
zIKM;mKlSW~FgY)v%ATN9jgZa_{!n}(D!DIWWz){BFUDG2i6t{1chI-)PRd&np6{z_
zYg0zxF2o=5dy)Sd`L=u_P7FsT)$r0Q&%Y6N#f!3~C8kTpf7gd{G^=9=2M1p`*W4Es
zFkTwBLAKf$X0(|4efztd(TmDARu(6_bLEwl1awL@gQU~MpT`fVB*rLc^)t4)?)sGC
z$TLs!kGmZ7ed%2_Esy#h)TcoG<v=(|^3q02!qK7OYN)2XHjS2#D{GNN-sk>)6izBZ
zPinrYZM>#Y@J2!JiOENtl_*r}a<?LqoOhD!g&8<s_OmpVzYh*7U!85_KaQQ1ih=@*
z?e*A==C}Ep?;)z-9oHSQaEaBCxYM#Vb^3=VQwk{mPBH6|VSeW3c9)EUXl0CLNs~KV
zPH)`q`U6Jow|MK(3H~|?U;h`ri)}u)$ckI5i<R1YxnF&M7<7^?&Yv9r*}b{vFOIP$
z%TM}K7O#a#E9;Vmj=tNy(hR&w9y{ahF(rj-b!|kSR{xBCX$j{pEC|OlH;}~p$(mS~
z_oig8TiDU*g<j6@e6fiixV2Hd&+iQhThJ)39q-7WJ0nxrSw7bzVIVFqXWj2?Jl>%R
z%FLITA1=D_=FJ<9t0XM;U#(F}+2Kxq_;;#4RaEe1Wo7k$gz63dr<sjXvOmVxDt7P2
zFWkG^W)cU9(>#~>5^c;_)~U3?C)wKXMwDB{Iejlt_vTnpX)X8~vXHZhbjzZ!W)j=y
z(5HrYG0y#JzOWcLIHqpYv20#jQq|<8mxPp%H8f$GaG_i4ecgF+bQKn#gga<IAMrM!
zfa})ait5SHLoR)ngE6cOp1--w^0i&fE2#zN3pU${D=+PAg~si?cSBqjriyv@_>UjF
z{-gAOL}JwP$m!TE-3gt@_w@VmL($#k4GMW{{c!m0-uHjXF;4HwZoZH>N_>8iUE@tI
z*xYkFkJ_EnZ*OBCr=etvf^GG>d0^P`aYpdYf+_PIB6dF?;i${M0oOecS{{&6ij}_F
zZtr&8srC&CQHUAgvs-;Ro&4=l44FEX-g+Ow+uOS-+|%-X-sVB{mt6J&zSlFPHPQvG
z6WJAcH=CMiQ=R(AcHrB2_C@&Ld$Tu$O2*nvm-XuQa2eXXXRs)%8(y|VWZz%C)uvUs
z^Sen$XvTBJyQf-unnqiVT|vjFxY@_I9}w;Y?~LGBd-jo^m$}Dq50E?(9aaDHTlWwx
zb;Z-$QT=gzqSEZ*n%qRTj`x%d%RE&B&rAXHG&3F+<<@zGS@m4dPMCjrjZw%zw)?5s
zo>**#xUCQ}W<KWPVrPxpWg&Mr$@suzBf-qoFzNJfU#Ews`A+?eTJspcmPfhGg3nu%
z3SIV|Xez##kP~-isUIsdSAXwI?R`HacQQP#|92Ex9;eZt55@yOA{?L41YqcFNSjW&
zmQ+Vc@htt)aHH6-i^k)0&8Yei5rGFgZ?Mq5{xRX1TXks2`1%Wxu3ZnyNAi*q{mY(0
zve9HxQaNZlI@25@Lw~|OqGK#i?>A}JoC!Pj56f#C=o8<U)865d9aU{$cJ&d=+i@2^
z8M}2QP#zkhG2|_0-Dv87Yx3}H<sfb9j-I|ALyp;g2+DI&shT)ho8-a{v`?b;T$=%o
z6HZ6lfj8&x2JnO^DeRn2Y50gqN~T(jR;}_^UtlK-cQw8v>P<grPa`|MPY`$Bd#r{X
z#K)RQjluIbsZBdP_oT#8@6R{hoXMEa;l1}KwK6@ZT=F8=jLJ()@zTFHOCSsh3dJ^B
zE3_OOxX)JXwm+IiF!FJDXLdQIxTs(&FTNn9lw6)$f3qv|#%rUM|Fo+U-N)-D?hh4V
z!#5_KUt+SE&wDT_O=ie3DTHNb|L}G>+hZqZ`_3NL{Yt8`zai4T?N+Ks?w&hfC3VnX
zcqkP=?27ZZnD`v)i!dD{*O%2w%&Pqq&hK?+?=5L-HiOP>E$mJn`BhU?eH8reWQ|KQ
z67r*MmF)TLAH6sDDm`=7rUxP_w0y8RRhko%;szY0>GV9mH|@+>V5*$EiJze6<1(hQ
zbnkGv_QdsK{$@KH)x;#@?V5Jh>`GYaemmptb8MR~w4cQ$d?FE3oW6`YqwRA28;|gH
z&ByI0ZI;cayNy^30w|Q;POpA$M#rJ0@+!0)8O2XewPmGdppng;lqozm>zsbH(Tv*_
zS!8Jx;!fm`5o;t0U3k>>iEmwkms4+(@a}Jk;bMF7wH{=$?|h6AJhH#hWp!B_^wh*P
zQMFoF-}0Shl@^nS!r||`PSw?Eqd8AZO_ly+Dz1E}4#)X2deB6-d9VO2A@0vjb8>T8
z8EC3YkJbY=f~s$M5VtThyDm(<bmYzWar!rjnd3wBD9iFm9yNU<aRz~`^tB-Q<~_lg
zX<}1TcHA`VQVYy`RQ=XATb-*hTG+om@ut@(Z&~CEWv^0C4c@md^7eY;BNpE^YbM+5
z(28gGJpIRy7YJOApLn_`;m+nsUwZt|GG5b;-maW2Erem+opRHCvUCU?FD(Imv5}7b
z?m2Jb;>p406p?sQsNfMFzF*<-?ho@9ckV?=hW@z0Hk7GpC2IXPXr4EsM{F@d2gkbm
zj_w8jy}P^)iL0YVDGp5f4Th(BetfYXV^)k%CX)2GS6!`}5+9qDVVS$2Mha2o<nd1@
zgx|d<*efG=uB#==${x~pm_^bOfBe?wB*ban6H~7z4Qq7Q_h!T^uk*G(jt~s}#cvp5
z&9pezotpTV=AR}upA1GPOHFq+WKk5b%nR(jUErlC^gS^CF*>oaUg^sB+J`A4%xt18
zsP^hi<^hZ+DOFr5({d^}|2b>xoNI5(#u2zk;QQyed443P`fPri-|K5a`{C9#Pw51^
zOSi<fd{Sflv`CX7eSt@Ng1_l9tJqt|&U-jxC%M?g%W~hluLD-{8i>!M`1bqyx&30f
zeMOWKMt_Zx6*nAnkT$eT(ci4q5S``s5}SFM>XgTuCs_070(s{`{ODU=*SQ6iLCw9G
zF+o55AUgRx_q|Iu+;m5dn7OF|vJF3uGna@WjifAwgPM2EqP0F%1J?L!Xs+W&hct)R
zpBEpCF}pVnTjF)a5=bRoyZfmbE2!s(oUAuqSo~b3Fw;*ppuLyjQn>q**vH+r%FseT
zFG{t&*R7+(ENymoK4oprRptOyz@0a5KT6c?>U70<CBc!N9~}<IqeC`!_RjaExv1eF
zFw4lOycjo0*2Uk)NtstpUtE@cGRngK__1$J&QmamTiMy=Y!*PpYdV}$KRQbI{Q2|4
zzX$wW00HQE>Gya#a@E)CBYf_8GMNv}eKf@)7rnEWW;R(KiqELFTJ@vP=+D5wLW9q}
z5Dm*phb@&Fw^L6Hg*$r`f(Kxs$dsiIpdVq^SW;0_OUcN9sWVnqnVSXVG6n{;_UnUv
z6;YaV$2p3rC_%)Wx-e#AJoo9e`|&#%Re99bE8ux0z+8L5_98t@K7r5r?>f%-ogG#u
z7Z(%5rMrrWKpUil$?j<VdiBFyILKjhRK&rd?8q-DD0lNKxr~(+OAraS0hEV)$20U!
zy@7$~T$a;a`%9g7(a|pydgIyNqml7DP%|=ONJ_TaOr`N~bN?FLI9Tp(oS3MbOk@_j
z0q7%>y5Hnr_wesuRt}Cqauk$P2Kiu8-mtz@Nf<UMp1@~sH1Gq%^Xl|55-%@rS2XJ<
zXt~hQ(W(DR`TS+}jzaO<?4j}3F>xHm4K?oPc0&AIT#<S2Dq(_+abL=9$q@1(O@8}z
zTt@Y>roq8)@R7(dpBj@PdZFtJTZk?Gfq_r=1cL$tjV8(%g@lB}6W@+*jupf7o9LLB
zxrK$s?l^Ay$j+XgmX;P2cX#*x{{Di(LORx(t%+X?i;Lc`veMkokKzSg-?*ChCJL69
zmus7teDU@5ExT>B*cNKHF&y+mF0MaS66-S-MGsUa8P&{BpQ5|Ex&lHY6!s99@i=Gv
znsmo~zx^@v3_N}Mlu*E_;OM-wt4n_{QxS0!tE+8A?>kHWULH+Y+O7V%k^V}0p(W@p
zCMMIKdsDFt0*xtcRqoU@j*LWQzs=Xx(`$tO`y0{1o<gXYq!0P{Vpms<Qc_aBlzePz
zX_;SIYK~xd8_i+-0KRToI^NU=E`ELzEG#UIcke2k4`>H66f$7hCTrYDO4a0!x2N{@
z_a9MGdi|R5h^xK6s%+x%Jm2C*>}q@a_b`y<*6rI7DqPIWA@EIt3JO@p0YGh@ZBJFI
z*0}K+_QcP@et`A@7Taan1pDrI-f#us%WrSB+#`P5Z?M^~D<>=gj1aH&xKt@KBZ7HW
z<rNjIR<q9@dgAR*SGyKl&57n|)yl&+CK7ThKbnRflmxjrE^K1rj_)F$?qFaHmC2ez
z=(>T7f=d#8z7(akzx8XzW^<Hvety2(ej}2rY;U2}c59q-eqrG*7FH{)l3r`@jZ>0p
zhqZnm^<Nfye@C>~opxtmY?<J^4hQ(^N8j7oncWs0x4Ub#RVwlcr4MQ-laah`b<1jT
zJG-lOxyH{JRPYq<fr2!Y?Hd<ILcpv!IQ{ldzqYP!L%H=rK~a(J_0^?#qU-Lg2y7Wd
zhX|+XaGF-F2Rvk;Dw|+?SGXQCfyF2~HnzXo)iIWPq_kC|=KJ@DEx}~>K7@o|311%K
za9iNM6N87U3Fc?$_noSA%<#Ovl8s?YS9u3JQs2-J2M6bQu3G6Gm;@BAAk=p{d2-@}
zj)CDH6!g9)o)@;zC!ELfUlS8G(=;FeWI`M$EG(R?c8yXkHYjvGwm{-C8?7U;tP=TU
zF~!2h)&R=`8#**JG&!hJJOF<%M>V`Bfgjll7L<b+gWqv`kXG8qe6+xePU*+)#X&F3
zts=u`)|8znGjE4I3x~TaNti-ONhy}g`~|E*>3ISX2}$_3Z%xA27oRFC`Qgt)q>4PL
z4lw+8u`OX>?ReHQunUN|laFVC4c>ugsqI=Ua0=&l;D{S^TiMv?!ll!L?-mvpQ^8c%
zwhC|WTd!Wd%6y%T4<qn=L`CfEIQ;$nscC5XzKbBEV{~q7R>1<#xE)}?BEzZ^a~M6d
zv0;P%kPEeeyM3PfCOjraT2>a_cDbw1p&oCzP)}0me3RXvC*J=>y6$|FKi>=^JY`{F
zVOYt=+4@h2lfcd%o+#)Vrs1T=yC43!+V%JWIl25N6pY=&!@)>tDJkvNV6yR@?;e+D
zz@Dy}vG$FO7}kBbVK((UqODEJ%-r00Eq$JU8~6>SS`YWF6^O%Zx=nY&!ou2mdLUGA
zjj!ZtRD_w1<lQ)x4wXnvex3cM#B40A(HBb(nsk<vyqwDZVeKPn<>RFw#w#i+LP5-~
z-}d!Yr&fi{?T8nz7vmEW$c~PVGKWmILK70YSNl>6OG}rap$7}Ev&?+rWaj#+)#n}o
zkK;BeEWX}I-n$&N()Ge=Mkc0Urgy)s4p$X*b#>c1I&>l6Hg}NmSRpYpGp~>2_rjcO
zh=0lO)Cq}+_u=^y(77(OU_jg&E!0DW3pF-2eu4uX8Xo=$ZsHRv7Sq0<5eIR6yd5+0
z8APyyDaRQ&yg!SFP!NkmO-pMcJX7TyzR((?XKETyQ{!><x#~DEA|j$0Rs(L~5if5H
z1T34S4!oL+eHm~EHunl|Og>Z)X#9uOmKn*{8Yx>86BjQu>?JqP##{{X0?<QpeRa;<
z8O6Mk<aw10t0}$?@#^-&hYvqMPJZy<0U^J`Q)y}Gs-tmJpyrAlw$zY3u1*a-t}h)E
z3L&P!0mV|Lk2rF={5v8oBeQU_w-9n+0hCqM-(hv?$B*@Nbw5^AR5<iiG>reURM6L_
zrlX^SD<Om?#Dx&pGpCu3mi9B3`MA|`7ZJ>*@+!5znh$evaX}~L`TFP2%cIS)=koH<
zi<+q4;C+|R(Cr4|N%PsS7kFH{pr8|eFYbaEcLJ+i;daV~_(E`&^_#!o5t5KVn5Ljr
zNR%}(p@*Q^l_(hZ+!r%6E-nC$7|@N-+?M<*3l7p(pCd6=1XcF43bl1IIwqo;vlSlV
z2?WZ5($e?9dLd|=7{;NZ_c9LKlkK*>f~`?n9_@}Z?r(E6_4M=}J$l6BwEGaSV2SAn
zCJX~BE#;JukZ`-cJbtQL<c)$s%%azVPR#YRrqayJ?5Qs%**wg%dupQzj3)H;wVG7N
z2spFl<>hghkK@Y7$UuHNoeyCC60tE;E3DTNm<-Xl>SR73kU}^S0uC&*a1m^vNAI<q
zm++tf@`g}YYC2+2|M4~)B0R{!8X6jRFfo_mgDsHKlb^#_DVeBO;a?CL>P@a%L^*9A
z#Nge%y}8m6&BozjeE1eyH~kpi<a~z<a~SvEg7kZJai9>(Z5b?@j5x75aOB2IO&6Az
zC7wM)f?~mKap$G7<x<(@$NTeRk0zM?G7`*cU%LNCgXT{>1Z^sMM==+16rr=lL>$sE
z{GiN$SZeS4DQc`aaB$zZ!Z>OawBATI4i4Be8AZ<@hzg`49Odwtp)ZhY;D^jNh<$tq
zs_y^fc>jN|ju7_#dzWY~&|u(xTIoVU635o50VSlgH<egK0oz5A?uyy^a8q`*F^w2}
zm!Xi7$*)cQ7B3))l={9JipKnO)6b9LNh+<4jozj})C1J-ya8JGXv~*2yK0FiQPaon
zmzmmq!%O)(wt=Hcl=x~hx>_g{erDjW%1}#{2s*hs-(i57Sq$%G9wT>WBqKv{S7XVf
z@-6nHhrwN2fvi?59oCWEu~JD_R*S3XYQ*$b+j~MvulQ2wi+@PcF(h*Oa~Dx;j2CzH
z_lH4)+T7Zj>SC2z?hlx0zB%zLgh0!!Ff0W}R9So}c2eN=H~M%I-o@+5Hm}=BVnw-<
zw?bLjjmB;%C$z9GQD)cJKI!|PUI3SGMWTMKsV|?5RyngnZgfdI2X?w|#Isyt1OBde
zCSM0<1rfi4S<HL#A4|*iwS}*5`6S=e8_eW9O`>`{I)}&pDSB$5!z`5U)f=38qe`JP
z`Fjng+DN9DS3%=NG{`F+jbT@q$J<hmY_`RIFon#fjDL<4Y?%+muG3xOPRrSU()tT`
zel5MvXmv0P2e21IcPuCJY%7JQ{&H6gL`Fni0F$Xd7Z$QoNd_-=L@>aEi-C+$<bLkp
z=I(wM4ein6$EXSl3UBf>{9z|UmDCl(jw&fBDW53dpOi!ak>CP?E|NyMmDh52TzGV}
zUumiRdym_qeh=ETr0t~n<m)mfq|CWLB+4a<`ItPaQTg=y`o$61l%)1sPE%U9rpRv>
z*#xzOvPt6BCGnNvN~q7H`xbdj8wV1bKKVHPxHw%&x;R+~feJVhhPJbLUb$_R{%<wf
z#pwaB)htq9UmqkX96UU6ZSC)6n_8Zi%}|PzLsYvw`?~<=cYM(Rj-lP=s3PFcp9N@Z
zk;I%PgL+d0<m6Z0RCKE2EkaK|9eBRU9{Rqo-M&r7BOGceC30>&Q}Er>BQE5?7g>e4
zDzG?8`&nhNnW`gcT<Ez9TaF-FU4`mHc1(%gzHq0K`@LUT^;(R=gR_(}5I1^pd3j@X
zD4T#$tprJXv;d}zbD}{>hcr1kS?;u#QkICQ+$$X|kz{3MS4Rt}pjJ!=-fVNU@Dnzb
zgz}>4T}txMlF3QE<%$nV84A|xhjbo-h2b<)VY?fw-i*=;nI7r$SExQWZ#%xszVVla
zsYN7wn6W}jlrlB>XO?L?Ix*8$tdpICg9A0q+7*Gy|6T1YE-y!_yoDNS?6*Aw)HVo|
z5qAQS{0G`89x*Pi@_gw}Hgz<1$@n-PnBp0DKwu)zgKi+VdJ{$VNvpHMXS6_(uo%O-
z&A<Nddm>}uSYDHusCy~C)_R+#A(GyIxwGBmkHgBs@{pb$4eCflI#E+=e^(E{KsK7i
z>%#{mK8H=IYL~wq3}zr4L0`rDS5cOKKVxzj-!fE4Vmy<TI~97PoYO=ywkeRPX;6{S
zI>39-T8npI@h@aDwy^MU|Bw*Fz7+A3latk_j+bZl=;-Kwj5z)yS#!jOU8ffp6x2;k
zCA{y9?E7UovyY~AXU|(%%BC28e@ii}fjxy@&jFW6S|iY(iitKjVC9htUww#qNroY}
z@4kDUjtmN>X>aN4@aU3l9s=eB8r?pzo0yTduW0DM+3{X-Yieq)uB{n|goQ;y9{y8d
zYY0JK9->eTmw9ZDO#nXQJY>82;o(Tw6!Y8LiNeEqxX38z&$P6XG^<@MSB|kozva^p
z5WRBRwGzjqX8MZHhZgn6l>*|-M796*@jb$0BN-zBeBZk>1)S!O!VM}4CCs18^v*ez
z1Z&%#3acr9eZxFBe`vGvXr<+8FsgPl?s><ZwXD#vuvhb?pk8hDva+%wbtUlsQmKHH
zfp@w&Ki>d1V>ire^yeX@SLMwrfB(DrwO4$Rk&#$<zwW2(uP)(T<u~Hcy2=RN#5h)x
z>lVLxHS(D;;b?CoV~c^EUNQKmItYPLlA4<2fSO^tob~z9)`Qk60XYb9(l1`50Hlyj
z6o|RHJb&vTl@gz$T8si&5)tzQxYyU#UfU?oTYoeCHTWm_`L!+C*2LRut!?YhYOA%m
z)}sMy>gI&^=abS;s~5XITn$}M`DCv5Bnrwv__4OOP6m_{K^A;}o)U2Z07$CUF80ns
zDQZ@Pi@kx-NH@=ZE$coQ<=E&dpS6tcODUqlS?Vsc2m;T`H$=4ygO1)f5Q_RqzRa6?
zCF&POGu@W=rd`f{EAl}v=33-WA$|Jt`w?k;G|=9v81es^fdBg`^1tNp|K25>46=qy
zfYK?qTYHr*;5nS53cFspqu3|2=bu8=7!VGEMB=cRjD|S@dr$-wIc$x0U}pQx&T3;)
z2<2REuC2Ahf-$f@qD(aZ96<(ea{0Cluuf;{w|&mL%E;kdbpR_wZf<S}+ykML;T0D*
zH-Y=*mur4?pkrX7L(9+*-UsJ{WgSyf^*QT1l>5^Ec!Yl2u3#p)9}#(Zc~ya8HkhU4
z3$Tv;eFrXF6Sb}_lxl4_mjvKPI$(b!U_ej_2nb~5<o0%VXW@><`Jl89`1A>RczF2a
z><r&o6G}aJU4nR)a({~Wy<l>Pv@Jm-#v^%TJGIwBKnXQYPbUI?Mk3}ilM)lVb+FRg
zIxv9q0kHT1;Pabb!^0Z`iP$sW=9A;&<D(O?-6~bfJ#dE?j|9QnX}Y@5DJUo`rmIdD
zYh)=CDgUWoa{>sM!vL{Co(PCf;<cs4#>O7+1xkWHj?4TJ2gf&{Ib4pnyMZXH@VMkd
zP*WgEBE<_s!@!JtR9)ROfHq=V<B$LWH!sZ1d1Yraa9d96pB=6puJ(PJ_+^P~wZAA0
z<)swhI6yv7l9IP6_z4IIL<_n9=9;531OAMZ$La%uP)SYo|MKM#3rm4Y1;FxRw^JJg
zN?huUYHw@PhWvefDT6ytgpjXOI)1yKbD@BJCN?%wEf0=fiBaFjSWZ)TEep!D(*g!C
zA)iA-v1@8-5Csj;Xk`{tz#*YR@QRL$V+WGNoD3C<9Eh|aK<$df266!9d|#x`!|6l<
z%83O4WMELx+EgX?-Me>b%Ia_d)Uz}+G!zsRe1|9ol#2D<e6#Kne5k#rhZaByY(VS>
z4;mgPx$PTiMc=>q72y=~QB_len4M}a=u8L~f<%YxBkCoZ{2yr63TB-EP6ame>0ZsZ
zZ@4ByKhvwZfnREB5<`NGU-BLU9UTe6`}>wuW%|A2W0*y5z{AU1=zL%RVJ9GB1Cl6W
z6S5ojh^4<`wVoGCSc3QVAXIzB_mJ-IKoZ&-jk*a@84;lPb^z?_?atOCaBOm)5s&~4
z5U4js@}r!Rs;k{Y&x?wSi3D8^JzaeLaULV~hO#m)lp3&|#0)FS%Xxm=tu+9UgWO5U
zzz_h*|02Wi-d@hnl0^eJJa)kU6za9wz{Bc5dk$Zph=_>Qe4K+;E>;XK<hVUKmyzV5
z3%~<rMN6&-BBNqb!!{FiJwoi>_VC9sEIK#gP#<nhL?!S$+RQcFMuH@hR-Lc?LkVDn
zs;Vjo_$&^aDzIuDfl67*4@gL|i{sYe=>a+Lz0b(+%NJc>4f)jFL`6lN;H5!Q^71WB
zO}A`q4_?Ha(umo=oKva?eA^q(YwH&ffV_V`2tPj0ev^y%u+h*@JT5LSJhI69DPLk)
z^-$nmAmn@v3ljx`>hy3xfrv%>L(e`F6VokJ)PucN3ItgMU;OT!JK#470pkNUA)#MX
z6ahd|K!Lz7+*%BA_V@GC?oX3`s#5R)b_uIN7a{PZoq^U(e%OZ_BO$;qd0gzZJ{kdR
z2LD9`C^8+&@_$fd^=s|@#dbuI3Z+v@pOMp2#9Ng@-DW*EJ<&VW@CvJ{eUCN(Y*1_=
z!((K2*a8^J<j^xP5U!XiAst55q(lu&B4kAy8ymp>^G90~naV#qFlGFF%M7}SVgDjn
z;<8vga#NZ_@}+5;fpi&yEwfLk7-W3kAeinoVhJ0eZr$+q^~C{R1{MlfMOA0tCt^No
zL{|!hwp{k6^FuX<L?QsV$mJ^>SJz*dk&=?arbSpB;3f*8?nuaXelw^Nzt#BdNhM>t
zQ}6HCt;S6jJ3=|J!n{N3NCzd|Orx&BR2o^->if?~(kVaZBJ-&Cr=iJ_P6*pIil>WZ
z+0>h=-I9K<P}k;2_krsLjfGZ|pvEbVk~Ql_-F)k`grwZ!V#}yA(-LLU6LJ<;_eTtk
zN?*u|M;^1ey6cYN0k(UhlpgrT)vD}6P*70McGioiqJ-|s@Q20(>JCv~>x`}p4t`77
zy%VglzGv8}f<k3HB_@&kDUn3Mn$qs+m)UyRNtGici4Vo~6BU_?wgOJ<&2PJ(V4=mk
zR`q_<NeJ!v+#2pgbzYbkk%7nXra-qD?Uj-e!_p~2czFH728V(|Yg6Mjsa7~{O^j4A
zcGoIa<;P#)KT-pK`m?X^a+)bP&wk_!V@&p3nC!w9r|ac$J$t%7j7&5#MC5yovDl4o
z!qlw6z|YfdUFLlyx6-a;<ZR5Z-Xqu$aEba;ej$2(L1UfYKcf@abp%s+y1x`Q3x%!E
z3uy~rN7E7*Z(9Ll`|;yPda7@)nhF_t9>kG1#;|1)ET3~1zmxp*#d#$0@ReB6>3Isl
zfJ6R!_0Ootzayqw=4NN_L_Ok7M3Fv6R&g1`4$13zFOeZs?z1JmwZ`d8imaxkf8Mgt
z+^M0`nU)t+$f2Y=(h!g}=b6g1y5DbR=$9TQWE*ADslsKew|;Ehv~`rKV9F27t3&Sj
zeXCs$H3HuHZ4ZKJ|E%)p3hV;b4?<hp5tiKE=_?(YrLUFAc52R<mY0{)Kt=q=n?X-g
z0n>C+fqyzVKVJYY6Zmuns=)qt<1LXm!H0*&A!FAr^E&wL%YVvsn+HE95dE3?+!o|h
z`8jN~#)7~JGp)GjQ0uUV%8=z{VNli--=BIzeoWivyF1EnD*a;HX3f(ah@})FkgMIs
z4~~!3{hnTA21@-nlhu#Y<q<hoDBKCq%*2w|KSus5b}Q+7d&&J^(y8`_Vd<x2!?D-y
zVNG#K+lzyJ39{Bal693gNSTdEzw(7OckV<8pI{*4RYvovwk!(Bb#-^s)PsYRVJUHv
zhlgiXfP#R)x3;#nCukXMl~`Xxk?FI=oLOq(q1lZmeC*$SF<L+U!Xufmk;K?S#i%=-
zR4a?Gab&X~iNlIzw~9tZlT*zlL{oM^yApCIZEnMGJJ^11cbX<%K%*gNNP*Rb6tVJ*
zFT+f)^Xk0!#XYT#<+PqIRiRIbxe3<W9Pu<s!QWRK4$$~K%e}4Nsn1X5us3F4d{0Nw
zOe*u9L;ObyyArLFcDP++F%1SXn_2s}{79B6C7F2jWBrzbBda-$7`-5|p?&R-I1e7Y
z8l${R*`&vCyx1~5T{Bt%(aC1E?gr4GJkI;n02CSr28vZGUXb{v^7cgj3E(+imF{#6
zUz#{x^<Su91X8FZQ!Q7b&+K8N`gM0?&?#~NGfMuFQ|cVLQO5T{_rLv*V#bF8(gPnF
z<)LO}OR(E}5?h5fCo%<IX&!eQ&sZ7|Sh5wwsb1aX$8xcMRm{jE%FndABV(OOQko$?
zr^)*Kr2xxmZJVJF5!!Rxt}e9nw=nB-kfzo*`KC|NOY3xAc%|Wfe{b2pcv4NA&ZrP%
z90MB3N8tI$Z&0^@mkz2_yKsUMH>ha}DFf(mK)OGr#yVm}(uIEeFh&i=CrqF`_tClP
zvu7n3GK3Z$H?w;@e@wrkX3bbqvMuqLa%-k7efK)`SA<t+NY~$ZD!2d8YT@Q*h4asr
z)2|B*Mztf!1?%?)OuC-hm(Eca^74Ev`PO}?I29nL)0#PDoVGPBD>moV{bjyAFjD}+
zTqLjh&!Qin2<#+9JQ#W)y)w{Xf~xwUL$HEwG(Y`AQj(VcdkR?#ddVxNNYh-yf}O+s
z3$@iz-U=E|Um=#VCGyuHUR7CRE&W&o#e!MvRA>C(F4NFCqj~4G?`lh|RH)xIbBxSN
z#PKiKl<pnov-mRBb%bMpu3`UE%B+_Bov1?Noni0gV+vj_TM2Aie;J<)C*wc7@85l^
z{jXrQ&;9n)OR!soK}W$)9~%XW&zNLtX@7t0KF#VM9Up%qUlfjCAGymheoP^<V$j1w
zz$YMal(rOMZpNEQCC+l7T^_=VP4X*z-29dxg)Su_YHwnR!kBE`+g9lTBqGO`oYoS_
zZ&C}Cbbh1`E$Ob}2df|HI$cMK>)Kife)O8^;vxSX!&8?tVTGb*(P%l2&-BCVtiu|g
zdAw@|tMb`*r<9+fQA*NKL4YtD(FC=WxpJFXRztuM$TZ1Kw+x|<8&8r9CRLr*S^HMz
z%3jGfK2YrYd@n!_rN7voxDqYMyh1@_MFiRE4G)`@%GI+OHqMxa;T=P59HCePdYZ`Y
zsy+Udw!qi-R!J8mXWFp@ByA%Z>j?_?Hl@#X1>c|voYne|`7@f;AU)wPe#rB+ht<Qb
z03z#9h>V<OtLpD8dhu)m6Kj_W+tAdZd!;V~wE6%RJn@Ipcs%oK5c>__deY=fV51VU
z=}U#;CqPwZ@=N`zV0u%rcGvtx^V7GobV93F#?&N+Ux0{>S9Mn&<>Ln2Jg(m|Gm`|G
zKp`;ZkS;*Q&87Zl?2*$W`jYTRw6s6knC5n>4&+0L6vIaS41>(4h$F~=)J-Jew$KLF
zo{@X#nNLU^50F$)k$_&wJ8nU*uC6W-Oqykz3tUt-kR}XJ#lMyU5SFg~Gd8n;mHRg-
zpWPi0VxhpGXSfC2$Rj<ArUChuNo9%%KF1$GX-Awo{X+;pk0`SKfpG4MIsZT5q@O64
z#iSHeya-=Gljp;K@WMHG8m*z)9UYB^LJCl#TEY_I{gR;5?Mc}`rlFbJ*}0}}$SIPK
z=cxxi5b?Y8f&WOC=1{J7#c_u;2M`>LXnC?aZfpFIPv`*dFyLE2P!J8&{#qWVOUc};
zx1}u-y<cc3irq>02cJT@s(S0zt^0(8Z6I{|1O;J0rK^v)9B>nD%tHXpSxp9?NCXnr
z19tf`sAp){3NmkL()saDFAxY&=-q}g7?dqkp!osMqCazRfPU!z9S$b!UBXvGsMt`7
zf=YGw-n{|M^EqD%E8q>FenZGH<BSFmJ@cz!=-I%}*9@S$%H?ZTzsw#&n*41a0EC5}
zg+(yvbAZ~$kD(w;hvfPs;)Pm?Q9YFUH_C06(4d?}5c(kfBqBs+*CVrso(uB;MyyYE
zb)GUZwzs#_9gzcFDUtq4$H3q-C=7rDZ#{$_YcFI}T@dhda~W+{dKmXHLD>^cf3-Je
zm~^ASX-_xNb(=RQCkG+igLD1%Lr?>uW<*>gHB~P(VpZmx$=gZeU$`n0#T1&D7#tU;
z9(wTZw;e(U*8qJEDM+Fb9x5TH2`-{qAmK9mb1HKo0!j!a8`}e9WMoh^5mMFcd~*O`
zyRTor)<v`G!C!PMbY*8}N5FJ|JhQ;&BIFlPr?Dw0dO^$sy+a3fZ(3T~ZV&&??DBF8
z2(GEso<RI~`}pilSk_ttbx>wDcJmov6JujzjcS(&P~D0FghK29^|7U~5&7-gw*b4_
zAtJB!rJ@2MH$3bNzt)o^+zTKYa=x(V<zE80Y3=RFit^vT0oi=?@)8L>9<6reM#ycz
zKO^dY0I{H>-mNRpX@n~;!*?eYbomB4&I3}?oa$rX3gY?fzZ_4yh5&W|6oNnnK%6`P
zIdXtj5N>M)<d~+`R;c2G^YfVj^D`V&-k-OYMl>uHL9v>pT8yx_(Am@gz#ZQ}nwy(L
z=u;#lBp_2Nz<K&oGAKX~BnIqPFCfrCsimc)Oja>%fGyNFFre4*jgF9rXbuz~ZS9Bf
zFy8|(8gFWCYXeLp@dr!{HJ3-~TbH1-tyHWerouv3ovmjBi;b*pX4VBvi(g1cYhPa|
zY@_~Mb#6>@0Vy>#V$iBn09OG}!isp2K9!9%JD?z(4m;a!eef;=1H%<?<!m!UaIiNw
z&7jCY@HikUx`F)zipC<_75SStZ)PfGVD<`M3qW*f=<k2!x&s>^Q>#`8Ao9Z}Py9f6
z2d^9$5S}`L2#3%*V`5^=rmJG$$mp4vycqZ)w+7l8Xx#s<+3R(*W}wQ5VfPdj6@e$>
zP3WzR@3)&KCrLkm-vHb;DO1~&?Cdxneoeb<6eg-WwO@XW#0-*9N|Ob}9QbMR4yej;
zKLE~$NUfaa2JkW<@V3h?(e1yUfCYi5M)2g|h$7;%djd2Dz+MCj1z$qR@zUbr*XZcX
zgsIoB64KZH7Xv^I!~yq=+dp;?u=n@^=z}Mh&p1(GyYgTIl=Rt8SVFU@AwoCzTjvI|
z--e{6Q3Kuw0zRnB%)){RUbRK{@0R$7;IeUWK&XM2=f?!R6huV+AU?y5!-4Yw0XRnZ
z>f{p~XzT4sULbBx*D{jI9kz&(U_qVcYgr)hE5Ne|warjSqUGf!0(lV3A^{o@FPmFh
zessB9gIM@OHl_iBSx@~Z)YI+Cojd60O+7uB@X<k&(j(a82EZX*uL*+dWVJv29<XSL
zPzzdfOCV9I+$3799x!H6Oz-+tL*Ujxml+@3p04f$Wg7srIIzvYDQ%U)=Yc^uOq$0}
z;rKU-K&WN=my>7$-+`30v<@(FZm{UUPa#7a3DArPR|S2<3s<N`=Hb{w$op_XZ45^S
zY&Z9bh}z-zN_t^{-s0loeG-y$sk<*T<P(ri*0b~5+S}(qw+DU*B2^EtNn@p^1eK0E
z!@;PKZb%UXWAQY+LO2=@DpsjlkdM#pQj;N3EiEm6@+bedl>UA=OPRjH<u5{yZqD=Z
z_TC*<w+xMs4+QoaFcE0uO4)B1U5+;W;XuQVMZ_O+K^Lp}rn?Efgs^dL+_(Y9D?B1X
z9H>l4QZ(Rjfk5O7OiOrd><bqcJ~(Sk{Ry;9;k1Y}`2u)9VhYa-R#3&^Sp;JVogjI7
zdV+sO26%5s3(ZivkGcapX9$EODB^qY+--p2g9&^<qb5V-8Mnb8;YxEo-iAnP1x%A~
za3>s1AT|r(lpxGlth%>m+>gnat9Eb7%gZA?l4}DQkb!z2I-f$`Dkv_7B|`WUzy$%B
z!DuiO8{}hssJTF-$HB&~hy7AmRFneO1QQB^Ny!-iA{3q+!cGC~rTXIdVtcr?y*)x(
z0%r_xM4g~%-dJ=zhJ^$``)p%47hyak<T8uyF$B`|v*Wb0FDThMa2wzZTOBWDK>B}*
z+nNTGq5@3S0;=Di-PyYZ3lIvD02mG+(NEU6tMj8s_+=n+ISUt8%b!2@-7ha{&k4w}
zs1wN%;}HK3S(^<{14s#^vX&**CdyB*XAJJgWnj5j?RY*@48VT=)F=hj@v2?Bw_Vml
zu4kF+Oht7hMaET0E%xVF)fLK0k^RU_(@-RKPydgX*#D~C<S!>`FsBksUP6TzluUW#
z@=Oh7=HjbFyg%!^afZUS?zs^y%i<+pQuOoazV=)uX44OzJNK^!YW2A}8V{V2O_1!@
zrFE4Q|Kn=fDie1IBvVmQa96MoI?Z)CIM@1enevBwgeST<d=)%TqLe%v?-=Tt-LNpU
zoqe3CW8xj47xcpElVRLHDtyzY{r$F{_SA>JvUI+q8u?v6M(vU_Qa<<SBX(GpCDB3o
z%vSvKXXb-;IjCtkO{5GMK;$=(x@7cGt$kh}9cS<^QBSH-fMe{#O<b&R`HIgU#QjX`
z503+-6AuhTk<40GF9Q@2BR7|Fj}8pbJ+fM=E$9SI;?}$p$v<;`Abp8!-;w!TIq?PA
z)Zs>c?fljjM&0>NtpX5X??1!Cm?tuLxyqfQlS@3RPBO)BqN{UDyUo`AFXd}F4T)qD
z9Hp4rd3sZi&a7EKap{iqC8&$F&Wo$7s~s{X8_*s=lRxtSF!d1T5J}?{JSFM3C7~+y
zF*UQVHI=qKXNsD)-NAY?%-vMufe~Ak)^wGx?!8m(KQ8W7A<>v$dm-~v)NADcB?7m?
z>1D-ZZX^JdP4)F6=M`4EO3~Dax!d#sGRa;XzZNVDxo(tfOcD~ZJ2}16c)HFqFX!Hn
z$~Nk`sx^3a3NI_PVsC6NXG_8V{jGEQ6;$V#NMIXz#KeRNO9dzZY05tcSV^FOhde9>
zGehCx0`K)L>Gn#(tJ8mm*i7*Zz_*+D0yX3(2uaUBqtm_F1`)YxuZ5(!$MbY4s;RlT
z4^kumwGL1(IvJEH>AO01J-;LrXQ|`lAN`29-yL4DtHJ(1y#Q40K~Ce+HcIZ_Ha_UW
zO_)0lLRpQ-!!nUi>;L@u3aM|a57Im&&=Oy$4#A9u{H5$>M9BZ515KvHnQr}&F!s~g
zK<Y6eKjt;g*-CD*(QjIKv%AV+xM!N2);$@3cPy*;^S@Xn1i%J@-{D@SEFu#GH5RC7
z9MGfzHT(dW*%Fq>NJ$YTC%AOM<YOEj3t2A8@_TIUSQXQQcWd2yLFzo}qSH#&{VE$-
zO%|g1?@=FJeQF}1G2>He;e<Vhl@GlisOpv<9^k|`_+w03mO`R73cb<3Br?=QWPd_j
zmLXszLe?Jnr`FnHS;ef6_8;sbh*#7jC$iBEOMzgYzdYu_qUE~HD2N0peu+HwKRLLx
zM=SqH!U?iCJfsV2Zk)7Iq*II?n*-xJV-#Af<9_A$O@YU(S*ChVyC+qMk7sehN3Zhk
zb<jQ^eegE3CzQ-6=T(X_XUo=9db}KR&uO28PJ8B*Nmyj1PNtpS8s2P^vPKsl%UU?4
zosq78e^*$`yT^E6Qp-zlWMT%pZ}S(6_CBf7e6DfJ<MLiJiw#}t0J)RpJ61IKBCo}K
zsJU<Fa>J^MxAfpr^B{pxIY7$={~q^h^HKNc2p=zCM?RalUt!IDESX7N=sv}?ODbjf
zKG|EuHu3|x=2Q8Nu8)@le!P1ajTqeQCZoDc_{8Dic85IcR}5p09DZI7K1q=hi@utH
zXpY(<t1nP^kk*TDogC_zODIHc*4Fv#Tv`jQ_>L@YrIqfkD39Ys+9`b}t_Tk-aSvq3
zRB(@6kS5O&2o;s+lAq?DXn8^*9K6wCIX}!+?n^<Seo}m(flg49<kj7mb$Gd`>8K$=
z9WHQQ;FFj$>FK4Ee8r=+o7&q}O06gnsIaI2qXWE8cIeG~=06U{@!BpMsp~%!u1A=z
zGT)tFG3no)dW(sPIZn5@v=vM|jz#?8prX`_*L_ESl8cLi!*G@b3pZAD>|-(&axGs&
zpFR8T$@SKhtA_IXtGYcbmRS))`<MM9#$*oy#<WLRpVDEd7B&?OHi-|DXofa@^ZWW0
zH)zR6!s%|lbM0l5n2($~r%kE&z|FUg^?2{u9w>k9W052}JVw2VY=cvAM{sAv)MQyB
z@jwu(DmuS+i|6M{zH)4y(_SeeI#O<v+luJ--mgK(52nXWXFwyeqh==kGJ@}4_ipcm
zKhn-&4a@CCpu-((Q{+7><>Yn#*i~n$hsGr5_8+Kq?mi6v8u<2c7)Kx`agf>#mCD&#
z9$bPgu3=9lafehZsz+;2_U`$n!Z!W;7v36AVk4g(c5l_8xscKF7B&O2wXJgUHg{}#
zCvx9vzcgdc^T3Y}?|j_7WmIG+1KMI<j=Bk`B%Ea}VAL<%jQ^1`vJpz^zH1-6IKbHM
z%~u&(swYTyR3mmA@#irSMeZ}>1evZJ5i{Y)7xI+fM^f3#z4pxLrCp5TgRkPOTDIF7
zO!h@?!jvI7;fOCx%mIaEl?>#Tf4+v_d$R6CRc12yf^03OVph{QNz_M92fe<rB{V)#
z-0Q}ZK@n!bUtaNn=!Zu&hio;Gwom-AT5K}7lmlyZcsbFD^Nf?=zF#`Zoy~Uj<C83?
zz8r#L!@THCoDIE1;NC;GX@{^z>absFsWGG>5-4;njNE6q4T9C9GnN=}!5EUM-)8HS
zbE<7ksy_-T%=h95oVaw#Hb|1wxIA-~c*uK(Q`<;Ux_6iDuFux<=E0obYwLzod&Fhr
z?+0mvx2;6ze81g)j6#;}q#_q!#-$QiD{{cCnP*=%co7tJYUDOT8~Eb>t>nMPMT-cB
z-!tjAO6H7gLxLec>7MwWvQV3$S&Q7(U;K@|p6hb*Jy1WacnJNNBxt#wN6%enYWWL;
zghYW$I!XIstLeV1MzFbV`GZYT(yx&jVKiC0Ph{Z5$bTb#C!2)Fh?*qcEUkX<B(s3w
zScNSM4eP<<%J1JIBDKhWjrZL!eomal_cCHxBj&Dmes?`p7lr-v<`WV--dew=ZzQGU
zQPDQY3Iw;A1t!YwraZVMVw4cO$RM3P6lu@t4w60qVXo%)8<KNgJ5mfNj0(@@$a;5w
z;;WRFKBq|!zh6oIOSSqd+c6GN5lKS5&qV1G58K_lx5)$E;;ah!AqjJHRJti*92m~e
zCwnX0X`$_)AP~PnNAmHm&~|;zbFa+Mmrtne48x^`OnqBKUiaTiQ_vAtL60rK9wmCE
zN`U+P=cQN*s(^s?JDvO%T1#Q;!gIxPhPF$C+w~+xe<nUnBcUmHx}|)6Ae74drGRo2
z??(|6^#}X?+p^z2r3@4Ltot!#oE4Xq(FzMwAjQZ^fJPAm?EwHwb^nge_+@530mH%1
zcNB8>=}p5Hf7pGn%94C%UTz#tdG{A<s$%|B@Wic<pT40gAqHcg?QV)Lvy~)a#%WUR
zVxW1K(yiKf{kH3Cd*`P@BJ$<@T-JX}M)xa8pY+}n(MNa5NhO0tyj(tDVRy<@exMe(
zxM>}8zy0O0awM5T6T!0|_1!|B+CqEM^gqdIQ4DYT)rrq1Z_~94ew4ds-xc^b<y!Q%
z$+7>f&nNez(w-Y4;aZ68jLGUtQR|(fq=s)=5mkI>@~O#0T7-!t$}2vG6E-IAo7H0R
z52%o`Z&q?kN-=goj{y;z{+;IL=6E4@VsJSF@6ZY)MjU?${ti$D3T|P9U|WO!1Th<`
zLDf_t^`C>lUUcFwx+;UIl@yv1yr@iQf>9SZcy7-qN!~57+}8G%92yUcYjG+224-0x
zOX>iKm`y<UM=LZxG=cE~VNg)|Av*`A^0p-#gWkk$sP(Yw07pdgSU&>rxP;|-f*c$i
zjEj$7q}Pgx1a;fVVz|N+disXW&HxyofM~OrI|J4T;a!49gaj7Ab}$R_IOOOTjDzh?
z73esZYH~+M$2a+!a)1Wun3xQJv;n5>^ZdN7fS@4wayY}N6_u66UcS5!<~H%<m$O@2
z-LL@d-HfV+8`=3akAQ9f9&2yElNn)=255QoatanIRyv#(dIS{9N?PD6+~BdEzXh^_
zMwL_Oh^A{0G%T>W92!9-SMcjshUH8Ru%&*$Gyp+sk`u6g1UM04;|3SHBa>#8A2=Nl
zWLrQMurLUpJdlbbPFm_^W;&n?0x&Ch--$n7X5ML-<o+3mKXB7))OsX<G<;BxO2J~-
zLkf0oME?WueJ$<n{-FDF5O?cc=lL7Tl#<J_;kiMVid>my(8D{qBTzY=_Ih45LL<=X
zKn4~P7*tc>kHhr&VtDO=(8ca^a8BN>1Aokoa;v$U(6BX^bbVo{s*0ez#){q}1_l7P
z1w9>z$3ae)2&RAno23^u*H^9{XKRnaK#1s|ym2xybJa4}=*#=B#eM;dc2CvI&_94b
z1WcG<w~;(q5x#Esygr{PV(U%dZv}p?8+_U2fS-YOZ5kOlPBtaL$Ddzc?*KOrqA>>+
z*vZvZkA<)t+$6xj=z)r^@!QTHVPOCpHyRAkU$F&r3*B8)#2YDPE@wNQ*PXzt@z^e-
zKbDWz1~&|1c>xJfMRh{sQ_g@peAE#f8rEz5G{8x=AX>{)Q>nm5P+~cg2!sn*BM==>
zr=40?h(Wzzt40Avw4t?iCDg-0bYnz+V-lox=%etj*LF&aGAhMZE6z*kisSdj*8y{Y
zRG7C0(@O5I>4u4kI56NKA^Iy2o^I%02mWRbXjK|P!31C&!k|F}j62TjSs93459nKY
z|2_|PD*V#s))s;`0_<-9k!i^1B@NKaU%q^4>*`8_&Y#W6ig55d-C)saxCMJc5_US`
zDuf(H_t(~FWV}7#%`ZS}BYIT^N=@H_>9ezAvcwn%VW@-l1o+xqKyXLFkFQizROZIP
zjzr4ufbbt7>`!1KhtrN=G%af{BjH9L;NwdGSaCY&=B6+iiv|V)jx-1G8=S-9=6^Yy
z_w~UAkJ$E}*H?jrtT%x*0b}m!pX7Lc$2@ri8`cDSp|GT65o}P)09x>91-`LybGJ@T
z#@{1gvRdgO1LF?J5p`6TlitJm(ktZ`@EjKqG$M3efY;=gDEmPwDV4w<?pSu+y(;{T
z)V+7&HcFCkb9qOWB8rOGIJB~}!q=x*$2&8U*+Vuv(}K_u*8&V^$8RzEN?=)cs*g2Q
z35MY?AeM@pjtOXAq0>bi#Qulq)C#?I9l!GzZFng>PAEY+O3uvm13qPMInMGX&D49&
z=2AE;)LCw?KERvxfM#az6+G4$;{x+6oM$PZm!p`qe%N`}!=FU(@gSTuc6H^*A1f-o
z6L=xmuFnS43Vo9~3!zChbLQx!60zf2MGFw~r>(+Qh(;a+I|ISssYZFh_!+K8Tx`w~
zN(U-FVuQn3cA=oUlj|jAM%)7TY31m+0tW=BuG!gHq-Ve%!+a4ce*Vgi18BAZ&L6|Y
zy*=y>n0d1HRlrw6U#p+2PrF*@h0N=)NeDC)q8AF7mmBx*->(B!7ZJ+fBH0DEJ_iNK
z1z87?@s~Yis@4pt*UtPp`m9~}mb;sqN{JCRd}sl>?y_Hc0HXpMGdp>C{SASAZpLqo
zRHozCaTgbE;GS)R`~q@AJ#@tY5u~J{@jpsCtEj4?He919-Jx`Mr!+`N3eqjz-5m;|
zG}7H6Ai3$5?(UXukZw40|Npr;F~+$#Uf~*>#o8;rIp_O6@3$WM*bz%LVrh6lvXQ}C
zpTDL`xECRS3<l@z+t|#^DDYskJ)9wfYq<?-I35Zdu--iZ>w|!dObN&sXuYsmZEZPR
z0w5hW(Dr~>S`T7Q0&a%}{V~+&pFyh08JHX(TnG*KfbvDZSO-L9C}mcr+aLzwqad5c
zKo|@{l+%!eFrb|Mo7T{er<MV%8Pn&+xQh!H7X8*Ca9<7%TmVM_DmGqDYk;GJ26q5K
zg~BlU*f%=51BONrPILsR9H4EW#Z|jCpA9gA2k0NbjGWK6<*$yH2SLLgeOsX!Rp?n+
zn7V8&rbry*1K_pRTZ2qtUuZCZormWa7+=2N-7u<7<t;1cM;U;fm%EX-H4;%G1i(-)
zzXjs#4p4&0K$Hc@(_uh|&z_9Gm@U(+3;@vA*%0UGza{5UkdoANJFd2ztOu16Jj>f)
z+0QE=fc^IE^%ys_w1JAdyV3%5(oi6-MFSiWmd$#G30kr<{GU8g;9yx>F0g>${?Y)D
zav#%pqroGyet0-!UEZQT^BS7!VbQIB52gX&QHDJ}-Wrt!2AvToHa`E_;Q_LG25>8I
zL2kzq>%zj2q0Y|n@iFv#05b-9fY4}8OA9FNhlZe7Gig^NfRWh?1g-v;6NCkBLZI+L
zoe)yr3rs*fnt>E4Q0{=Wg$^|7!5CT5FElAgEC`_ZYO1u8N`XaekRvUaONhqgLA2zC
z`*~}@U5tf`+nvm5PLS{O1*pH!|AFyk*<jYf7F1sepqqB7{!@R?l){Q2_M02{V*r7I
zmNKaREiBwBHmm9kT`o$?${K+&59+(k&1rr|!Jo*Q#p87#Lw>{bH(o=}5Eu<m5f{X`
zxOcg=Q$d0_#MMq4aXgY1>~?Es2Wk&0(cyqH81NeT&EK`P@g>8x<Ksvm2m?{Jx4$3J
z+<XT@zlll>E-qBm1TI5`Nk16Qu?Bj6A&6PiHs*u5HpVBTx;QdHq)IWz19EM<SE3kT
zqZ*iwf#(MNA&MA6=oSoZ+~_6fmVmM1;7v*BmT&4GsCb}T$f_AA8Ze>1n5~A{4<-U&
zV`-@L|9w{kX_^o{jBndi|M&fVlO%5}00+PV-D9?Ba#B)U%d2c^%(lAHAJ9EoH~_vf
zDJ4{dRcw$VCUr)9X6XeuCNI3Y1;BsiOk2^@(ftK}*zTnl%<*cQ{?Towl<yz(9e<kV
zgcn*m){R$FW7k2)E^Lg?6ZG;a4E~t-_B%759t1YfJ_%gs<to{zp0+mLd)Qo;Ir;SJ
zm9?=&l8@FDxwGHyL^^AgwHN6;4i=UU2{f2Xx2yyS`|pP1J8+v4dY`A`@7yw>x=+)}
z?TyZX(I%2uV501^0GL_n7-o(+g@AMR4bBh*Si!I`7=z~Q><s3ZfuIdY43#73r$c~E
z_{E+@=D~ALl_)*|2RCiUV%;xh@s4f&@j8i+T0Vc4(~h|K=aQ~)=Ljj1$AUA=^3cEr
zXJk#Sx2Ml%hw~VfsV)3Q&6zqBSPittKMi(|cn?O2aKT0U9Oe2;gXmi7DEL#Ta#>+b
zZ_gG#d-N2ne62&sZ~G0#V*tS#11Ox_@{Nqbps7<^ZQDC=0bNz^b~ZtI1w|4#DRSUJ
zh!2rh^Y;=ASoc_Le+k6Fp`jtR2cPf$TW){0^35%*jXGHO;O8&5*hlo4J0J(=D0s)i
z@9$$+|4wXfC)#UNv8|!-AZ6RaTi@L>8>o)zH#k@jp29y5N7XS`IPUfax3vyu@~b0d
z-AJ_t2XBeFb3fcr&e}c5F7AN0DcX^>*~9LonpGVar<A>Z-VPYX%Q3&m-(8ilxm{=5
z(+I8bxr?fgBIrC2T71bz^}%PzG)lAJD!M(LDDr95>?(a=v$g@%-^Z58Sg-CE^Plo$
zqLn*;BHnXKo{zRSlbJ2}8;J1RrP~%|kvauOio8!jo}71+?Yt}coVQk!W@u^sYYDe1
zh597zbJ45@wzAW+gsKuoK^&`Q5{s<2Z6|gP2N|!A_?y3+tonE|oKohLH_Mc)B0H>e
zn)xn&ZC_?_-jtx>S#aB#R^r5){6!U`&l#iHcEt9pyhA1OQSmuts3uX^tkxPHB{34>
zc_7^Sd<y4M@#|!)(&M_ya>idxLqRiKhrpCWODjNSx>9U#Jg?1|we^Mq1{f%x(}j@(
z#vpOED{+2GPz;)y-SyUes_N><VzLJZq=mty%90|5yJotziShkn3Q($(UcW!I1dL}2
zHk8Nb5!L9a!@p;?^d)TJhmGc|^x1gs2s#t*Hf-Q#V-l;*GLP_XpRnNQPMo}UD1>z;
zBX12m2ejQ_=<EV-A9a>&b_SN(F2$7cOh<EqN}dLyKRxAih?#Xn=r3@xSm2+yTZY|!
z@<w=m@IEYHGBCA&t?^tFnN(lnqWSNI-KU!NrKwk($cS=-6ce>Rvg@{=0up>A>Y7aw
zn6-ynN!V}rm)9579I51tZ!G2+>HKaZnZsr(N)J{MbgRQNDkpDcxif<emr07tpO04l
zXk6<V9~aN=mE0$|BF|z!f3$yjukv_F!r+XMLV}#^e21Ih_g7Nqy|rCvNb>8Ld}_@k
zCmzPYgFx7j42uu#B1Sj6VdC|z9N*1P@+vKtXLt3HO{NV5j?E6uZXr!csdAdydbE}Y
z3T4-5#`97P$4~CaN|lSeXT5BKgvFS}FYstNa;6I|F({uvty1hUHa6kVnjc(RYM#*`
z>_-6}v5Qm!79Iu^5;z(9^xoR&`_+{DCLd~dQxsOe?)u)7J*R~0SL32tXdgER=Hz5V
znj|BJSn}A<YxlW3N}iG3%Vk0wa@J`rs|D`Ibq@!$THWU+W=Tn!W4Vc(Gqxsun^(=3
zUiNl*>D#o}_+~U?TT$g_XD5rs^O8M5{=^$8W>na^HWfC;GVVO2D?ZzTt7(l-Sxju)
z@#Ia;DfS8jj@MqW_g5TDnfP5gtjRy`#AzTMlRn-BoUl@jMwE$$mggLlzdSak#t%gU
z5NHbGk5AeMCzihDEb{cV`N7K(Y7{&jsT9;#m*0A+#aWtJy`(8fiuYqdY&K~tqPNZP
zjIYx>Qt%$Ua&dRd(J>^sg~Pw*Y@;0Bq+anmN3X7{?$YM`mUy@zNVgdC?v2BNBni(+
zU&YKr{4M(lhxF|~U#^|Op^{Da5zw5B>RqXHZ1qx~3B=3y9Ue*qVG<cv;Izyv$%5Hr
ze?T@1aWQYBDZ`@^9dV$FM%@X_o3XvoDlLvalo1;;izq~zKVb1?v3N>9G#IHqHori$
zd`b96C7zP*+5VK-g@?If-$t!<v6(Y{@vXz9ByMG5rk<0<y<2rler|<J)41?5D)CWC
z6JEE;hn-(T^!0i$)r_oi?hyftT0W#4DW6Sy-;8f>>C-nl2EHuWEu>?el@-E>g6~z0
z>`hA7pqsotCSx~y!+7k{WBEtA`G=0EAL{JybrRAAgNNJfK;|z^Nigon{`r0TmL)^Q
z{56~;FHQ{S()(h5jy6m`@!g?anq4qTiu|Arm$uSIXV1EM;k)f;^rolcQISC_$Y6u_
z+qfv^H#8M;Zg+<W`OGhg6Jg&vez?m}^2F8|Uu?{NC6Dj(6PNk-anmGe+fmNCa@)T7
zqmeA`YT+OB=caC{jiz^w5)lVVZA>HP`<@N%O+S8ZrX&Fu8{V%ayVD@2qoeB;b}XUp
zAfs5ey5Lf}fwEslNHVVa(aD+fQ+ZNSHRHTZeb02Nx@HYewpg$!=|J6Tqu!tLql`6o
z8X9Uuw5?f)GF`n|R;Pi{8Cg61--Q~A5+VU3Bd5CNk}ISIEnarNQ$ay~jYi95!;<<B
z?W{COf_QB@F5F>ZAJRR`QiGHP;}0Og0cjK&_;)Pl%~`wq=r;Ezh>Uq3hMY^+yl{k6
z%{*O`Rr^*M&^z80d9a<W)^t8dzG(EO5wuk|q@}s`qrQJj4g1TlFZI3X-CL#*y&;w@
zET2QhUMd9C-%3sSdOoM!5JxV>2`rUFjUr%8gNf=z4@%`XHzDKY7ES$K$*#!UG{FSv
z>K)tKDEzJ|p@s<m$6i;aq>NC}E=$s17>IR+u_k6F>K^G4#4Bw5=|gDfZSNnJj|g(A
z-yAskDYaa27Xb3B60}S~LPAQ}y6c&^w%tB(zQtJ%%t;k-JR718U8v4y9^2?{b>TgC
z$C`9~k2%}AIGm{Mt*c+WWCg34WUQq6{%aY+?oilc=7;-h;<S48SKY7EB0g=}>^xnZ
zD5>GNH+ZbmX@tQn<GcBKCj3hCHa5Td7d?9EkK2vj6fB|xgX4Iqzc}xHss-1mIzYE@
zy*({r>TGae2(f$d;dR=4Q?#$S{ns2GU*amh=6jER?(@+K<||{jbVixTq2cVTtS>q1
z0~)NGKWs_QP77krhZeQSd44oqTQ%t6nx>?tI`0&eZQez#qx<gpp3vRLj5z)-3=WvQ
z=ZkjzWuiaMclCHgIpdcuk4a{~`o>wMxE@{9!Xsx3ju;Vn2cnNZFixCpK{6G*;K-?5
zAf%^ski^M^<9ZG^Peo-dpn4U$fL`+UbqeCw2e(C=3|$cD_yvv#h<)ojJ3r#p&Rq#_
z+E#*CuUU3THSCm4=0nV<SUD^w$ZS4-U2SU@*a(|zv=u(lWzDgj72)VxCDk}!K-xc}
zcuZ?GbT%LpfoC;dx1L0}ab-;1kvGj>2^g{BDQLTPi$_G(94os)ajcq&$>!|6qPAbb
zSC?0|yMEU`c~W7vd>=l_m{V$NFK9Mu^jEx;TK(eMJF{by2TRBp^|j_{_<3r$yFGlh
zan@?nuJEe#Zk}c+m5vv>-`i)A#0R1@-RE$%!`_c0#G^UrLc2Dq+kc8qoVLzwzbS;~
zj}3*I>k;(E&B{d<K7lGbf3K#u+?K%SH$S9($KpzI!gy)+@DY7|MuNjqz~y#QZq6;B
zDgWNgyTa|f_v2GD%);Wty}ZAqu*Pi1>+Gi#69$hhcCPr|IT#>;Re`K1LzKPh-Q&la
zYYL%VCMokGhGYKLjDMfmys}vd5c}k5XsBW?;g$P1=Cbe)<t$X`NNQpDXS^4%EQtqP
zuBs^L<B9swc-r!r2$SV>6{!{@O|w-j@Gv29(|!b0@0;pHA_Wc+Tt>(ZM+2RN%&WL&
zNF!ddQL&A9F_jD(Pxisv(j~KBxa)nDo51H9EX8k<(|=Rt)FTQpUjCD1>OXZaVJA()
z{i&lY6FobO67NXygFv|O3)U^oi^_Q_g+hjg@k+lW=I8+nvHVv?Zh1e0h*_|6=83kx
zp0z72d~Sa=q$B0@Ztn8Zu+f>ny@`uRkT3$d=$pW``Ey@v8j4Ed(lyK51kVG_Iv;nL
z@Z%?@&-kG_dx>gx9PEZ`)UF|@ES+Z9#Ftrm+J%<vB4>}!ex**U$fLEUY6jOdk-?Cz
zf~+hUM#kS}@(u}1S^-5x<2Lkk_cns2vp2p)6W7zsXV;2v<<vf#b!*x9`;*K*HHNsS
zlV00FZr20R`~9q$Pg-pNwOK0a_)h<uUtf2&wP)L^{boiG?F2Tv&H&K*Rv(Yuhn-KG
znIJA$R^HR%O?j=Y60Ckd=XO;Pu8CwnmLX%xnDcpC(33RsHVX#Iyd(G>6Cd}*?ft9!
zNMdTggwUxVJznpguh&*+Bm%MzuR>S@&9Gt(U9zj_ExbQCb2a@uw5O;Lz#S^gdgW3B
z$I9*{M;`R!p)$4!)3^5LVYl6v$jz+m@MYuft{N#mZ^4ZB2ag}|@f9GgGh)BvYqnI}
z7$4_dcBw+nxhxVtkv|ab5M{%_V57@Oh^oGq`Ff|a<{_{5W5gLBK8o1%(&RNFVNB7f
zlci%<-X(?0tWxChKPgwinB>YL>idf#iO35h-!+E>68^z?A<V+b4t)OKESD65NE_dJ
zc*ikGCWmdxmbiL#t-AHky61gPPkVi$pR#mVOi7=c@0ePqOK&oQ-ek-4E~(}hbQQ?-
zEbU(IMi<%|gxGyTaZI*j(j;tmFvl&{Bl%{h*%iFx+I7f4nwa}9oXjhL&<Y-vq)O~m
zX|Iytjr;}P+o?zbL9qvX3OQ=-;a%%hKdwnyYsJ3zYrHA>h9o$L3q4PbK4F9JW8z=2
z$|%c78N0n?*D)|URQ7={RN|}u+r*0#b!clNqHg=4!v8z7Q$zDZK9N*_Qc|elxD6V9
zWRFtB;^rQT#-6nN;7c;oPW}mESS@01g11uKER>X*{NgIkH46$Rd$Rt5UPa?5XkGpl
z66)Fn4PT!A{OYp!fl>Jm106I(ZOskI;CUIdugTg$S(Nq{NVruE;#Tv1E4|J5m1&i}
z*yz8u(F!n==O><B1z7A5Ods@Vu^V^Zu)e<GtWa@=r+Jv+K1fRCS@D1cxAAuR8MBP^
zZc#(Xi-}2&F@f-c^3rihYo5ESiE~SB{<uh*qMx)f(pYpjl8<zd7~48juj0W%oJfL0
zX|m7AyfYga9LmznA8F?&Q+RWS@5KJ~&Ad>%JdmyrA~xA$+t4hn;6zhm!B3~p{t44U
z(nl?%@*^ivE~ru_0iw+zDf3nJija=HpPFq6j_gsDp|P2%XW_WaA#^2+oVG4S$Kr*P
z6&{!FWNU%)f{`;o>dYeZl9T4y`OPTRE;WT>?Cd%0CsR?eCSuE~s?bja?z!CY0u)7a
zX?XG(Q8l=Gwj+2}$UrN(v@{|;uf2Q*>@<+r;xhA~E;*`D+3g>gdRdIrbYZy|vIN`N
zDVgYlsG*`$N662^xl7u-?=8G*YWIyqGw@S>dqNE4uH?OPv68@)h;@a{-&LCa@yr|I
zCtP^vK`NZu>GV^R)V5QnQqUCAzIlmhvR$qzH!BYpip0y41OlZ++%kckCqG2K2&jgt
z$uQiA{jbs8U(+|$M(dF$kHt1~q$R;>Nq<Stg`=ko+UVizbfqT}K~B+&5=bmIs!}=z
zSz%MO!lM^dRQNbJ1jH&j>&7QvQd~G7xP^ymrmXqOA<9ol+3GSO3+><2REqKlZJ908
zi%A9G;q!)6Ayo0>LUiEG>U7$FiP{ElKTMa|8#A$QN!Gwd63SWfsP26+ik<^P%LMoS
ztc2@^Ef64eex1wpE^^r+M+U4JB0CUb{3%4l8s`*L>~}Sx>c(h>m9$9;)`mk#jr2bx
z+g6B_z~2g#Oz5tyFmPj}!4gqMjN%;Pb|zdyUJlO45*=8QbWr7ZN4asT2vfMXh0?^+
zRnazUp&Ep56BSC?Z4e?i&rGL?S55RxgUjR2ZFL{=DpI$7E~}DP8uR8NrjM^W;BOG$
zN5MBy<&b^03r{TzPR8MwXhtP9=Vo@Ok!l}oVirt{X-q_BEU-4HGCsJxuSOke`1Da%
zFzz2>`<%q>Mh+dBsW@AEuh5)3T}8M2us>E~T5%N+c!4-ch6Qvm?T9xw_J1V}PUIfQ
zL;h9ZnR$JWHU3#~!2N2K86NS%=ie|(14bn+COuVJGAu=Z^n8}%HMKDPg(%h;o+^t4
z(gxlvYjTMgAy;S4JpRF{fo4c(NLXU@_S+DRHasdFRLY+4KU;H8XXnJe2p0-u29o~D
zk63(Fa}jHd=n&79dx;S|2@{gJ3#U#VH>H{o)Lj|0y+B{-?$VfhWe)VIY>{QYfSVex
zm)r7&V@?%&JDt1j1j>=Kza`%vOS&ivhW?ZefbWeqR?H&#E8gYw{3a1d?p!A-jEs`P
z%-d35%#xozYekU=0kKls`3E_;++-;(>8VneIv%xgZjSy$JoS!j%r6rYGOP&LWD_r`
zMxBf-7F<UBur)2YVqre1JDulQT)Em6^QvQfOV|m~+>x|+JwdT|a`@q+GQ)xmGrd3n
z;;QnOuxkY9%|wPEUn~=oI$<s;pUe>ixa+Cgs<D8JGunmG@0%6by!^ZzE_w|66%y-@
zs>8(d*rnFAm2=6^N5y)Nn4CF-VV5pQbeQ;qxZ>aSx;Tlp{9$70u+#CIvj3=&7O&(v
zwt-NY&C-<wE*(Jtp7Z~&q^a5U3F8}W54y;MVr^u^sTX(rY#IIMA3YxFsS~z6&*gS4
zDGM`D-O>~rDuaFs2a)(VYM%VC8+_I!cva1=QC`ua=3xE3hUu2K;1kt)&?8+783%qT
z1UDoiHhy27u8h9HGYvQNwW!5BRD|uo?(FEu8Hv)TTh@>j^aHZ1@_&B`#3HWdMiYwd
zh9ZD4x>hF+6=Mb2i}&q{KjHV7s;%fvx9$&s?{A9rpM%L8kdbvQFOK99E<bxJzEX3y
z1@|*e<;ed-ul?Vo-+5*5N1~z1>echab<g5&Z~JC>jBl$nP<8lU7oEHb39aaVMBx7(
zB~;slT*uF*u<NB3)YAHCxQ2tf0>e+>zuzsldU_j(jF$>_vZS33&riN!Hy!qIP^H(y
z2>1=#m6^=cBx&>rVpYQl6IL~#wHF3}!U0r2p=<bGIeLK0(<yh_3goKk<gBW-nPX|>
zjQ~1iQL|8hCiP#Px<IBWA2iwu1|PX!0+=Bnl%b6wwM!E~;~zG=CEkwC&QuPj|LWYB
zvG?+9_7ErKT;(D>9y=m{A%OOPz>?OiFc8%ml;87<-b5%J-_Nr~x2@VUX;(}{8wR|i
zDKLnPhQP^;Dg`S?aDV|IL$757c7lM8P77XEAhr%(IpP5{cnJ>=UWWK$vDs<heG+m?
zkR{f)JC)F$l-Kh)3+Y`sc_}E6)uH8EyuFq>##0E*RtoTOB2Eb@r4pz4{Sd=x(NJqx
zmK|YSX#2^GWP<0T=di_7&tQqdfcGx9|Ar}abXi(M1fo1r!~!!na5^E^AiaT$l>)wN
z9JLVm8Spfqt=<T*n?XB%08wL_ZaDTtk*+2g3Nrz8eB}kzqLhQntwWr=_vLr!Vm6~_
zNI@XDtvI@jd=euG=UMSK2J)2!fP+RDbVT{z>C5pykFXZcw)Rwmbu0{k4}#+3)vCIn
zX2H)C@J`!y#g#OrlqtN?p9H|)04EgMsKc~W0Dyv^kwq(g$8YIO*&#gE8GM?UdTI>U
z!DnIHmsqkoxWzqpjxtu?N0oV$*E%i_W`VeGur&~Wb9)=|N($rKo0AYPhiyR6YhLN)
zD|3s#YM{D_pb+egFl|a$H~ZWwWLH77sMWvqgFqR<J#JEjVR_ewxgWV@H#df|?pWp-
z(J^l~+>NmMP=EJ>zqj=!l1`dn;C#ku*6%G3Hib~(aOAU`s8XUu{C<PEQPq5+^0}jL
z=*}JL<h={6BAo6P5lGXqt&~aGBei|FPB!T+2%jcidewRlMxzFk|7J^0zJi?HSck%n
znbTlA{Pl7&{dD&!n4G#iLrwdacOP>R&m#QgJHGGI_6KKWVzxwqI6}#{s9z#4J2x*b
z!i*nFM0x4A`r;K(kmmKX?-kvxggD_7_3f9|H~C#zpWejNaOEQ^fT)A>4=V8JX{K;B
z%!5{2;1v&mnn?l;4Z*FaSfpy285R}>b$-X=$m2P8rP0of4oO}=>CF7q$y5&xXO-zA
z6uZcXC0gbn-a0jCHltRISp}aW7?=}M|ETL7SJk_LSiLeD7rjQ6xQ%<K+B!0Z(Re@w
zFRm-g0}*i}_Bxp+5_J1%dh9hb?2&nd9uu+jS;do+?)7Dfhe8H_znT4<uo+XdC01@7
zj<QD|sXznaxH)pa-l4iT(RWp&=H3`GdGqtis<b8C&^sGmJ<i(P+*YgB9~X0#9?Ua2
zT1kEV_HJ1FKRfR7Qpywl&$Y#$z|f&^<B}a+$lZsZ9{Wu2#>;&nmqr8Hwk;=F+*J?=
z7Gfl@qhw?2mY|8Qwx`STr8fV}p`ni;P_qX*gMki@APL3e%4>S@W2M*H5y{IJO>4mm
zO}FNnoPXwRot_m}AgmVl_E*1Aeyp=Ehp&uk|8&je-=HbxIytnvJJONNFV6WLw%^7e
zKZS|ouV_Rp)K-gp?4UN`9A9B6B>s#?%ta7E9x;XT#bt(hCBmu4DyO$Tt5##<O?B{I
zi}HLcBd!TqzwAIXRZ$)`q?Q*&o1;35fbAuZ6z;xXt3>(o(92J_(=(yuK?df0PM)`e
z3!Ec``FY>H+43O1;z;je6Co~OsUn3+B07jbtmy2YWu(cKD*ip!QFY^;Cx53Jzw#sm
zMq2Ndo_+*b6Z;)eL<>@c`72Cg8|jr(>IJFiq9+<v1qaZcaDIs#6pksKDnY+B;E#j0
z7SP5kAfFG~ifB21Q~D~5E@*_l9{Vo7QdA|_S)prn4HG$<p6y9io!7d;SU^kreWI9^
zA%B0yOc%a>9flyp_1|A@Wn2-=prt}p8L{<uUP6jVl2+d{;tGZPa>J3QDT|8tzV#PU
zqxA>Q8`^~<Id)l&VhF<3udzFEwHjMVzcV3t>2BMhq1M{3Y^P#K=2ml^H42s$Xd?u<
zjj>kG!*OzS;gK5B)Yqum6O&G3#OQzYFctlpMWa^K<sx6G4&RJLrxC!R&Q_Nf#nsLM
zvZ*DR5?GamBBwS*@Hmu-mGh&hMGn|czu+(h`LGhjfzV|BzA}5=yJaY14A%NzWtm4(
zp6Z|Zy98Et!F{T*C1%EB6;;mO-?h9j!zB_U;UB4Q|M<m3l^PeH>#7=tP{COiHu6)&
zF>voo$-})c!Acm*Y76m#rE8gWVCxD(s-d7)e79l$0QgMnbY^J57A9D&LCj@PS|EN+
zT?$~LA<Hv7Fz6D<#=6R-0~QQGBH1$=fc)qK0_6DKzDP$dfI~LJbdJTkz9Z;zP$Uy1
zJY+FSb|}B}%?9Rjc<WipJGjq5kB!x;5JkgZFAs?oV-+L;P2W;{n6Jv9G;n}lwe+F}
zX@bK^i6FiRqLx!#M#K1<IdbR~#ZD=$T3NfX6Wusrq?1ENO57YS6;BU=Fb6K$)lV;m
zX^Y%efXYe76%ym@j+lKNC{$3Djg$Sr-LJLLl%_9XG!UU3CHJwR{rdU729bh6V*yo7
zQSrZ1=O7vxJFsd9Q~$jMXd6@DZbK7)=)~s$9Ri&K0_y7A=X3E=!Zz{xQo2btOVS30
zsED(&G+4RsU>&=NWNC$%lP}5JOD5I%*_{d7IcH+i5)}5o;uSD0MRD0sbe6t=E(xkl
z+{ZL2VwK0ue#JrzX#%|>OnrTSo%V5kOk3+YLgh?u6ijw0O}G$u3_n=h5ncKs_O&Bx
z>xQQ&&-}nTN<5p^*cOIUd?q#~I_%1Zqp3}XRR*Wn_HryXwe&-()@i&>;)7~IyLkXI
zpS3xMvpCWoe$k;m(fduF%g+^`Iyy&5<;_qw%t~mfIp5kY_))Z^?~*1cKh|eUUQxO5
zshI<;1vCp3r2-CXHG%wu^z(}M2|Jj8fMg&upae9VJ=j5}#dY2fguwozK92%upzL4$
z_wB5dig453J5IMAoF%VrPOlkd3Jx<YP6&E*3^B_}C;nPe=&6LmokEw!Ep>awi@diB
zS@>_{eGdP@8;j$h=zIPgK3}1A>LH^z|5K1i*jgF(Pfg5Ms<D`+H<k{WM$nDPSIkAa
zmO%1`nR?;8Js3xd^koY+LehAqYMaCeliP1TG|4KLs0^^^X}*KY5{FWysXVWgk7PMP
z6^C2IR<W$2Ii#ZP+;>3de1~0*Y+yD=HnV3t=5e>a)|_d3`5S8&S9YBw<gX_?iYwZC
z*1AqpO}gLWx+$ew+y4_CB}jXt0=Z}}{&PHxsr(wma1DS(K1}=_%=iN>rp)Ey%h+@m
zkif8(B;amW!-z)8=aknm*{;Tb3qpu|U|JD@oAWP^O)<lYa3bVz_Qw${niI`HenFLX
zH7%G_D+im)AqI?L5Y*@tbMeuC_N?ccudJ&pA3MsMw!#M!695}Z{GL|#fQy&5(H1!x
z$mT^wrd^9m(6wbiL^j7t%r>ibKajV9q7OZjy8x#_zHDf0RQE8O0=yHxh~I<whBbpo
zpsdBCsxbw^a5&Y(V)BJ<g`-QSf3KOCH@CY<M7cHX`8FDql$gHt-|9xSRsS`U00aKX
Md{B@m6Eg_-ADu(SWdHyG

literal 0
HcmV?d00001

diff --git a/docs/images/oauth-3.png b/docs/images/oauth-3.png
new file mode 100644
index 0000000000000000000000000000000000000000..dd292089437be05393f1c8e0f3d7562cf8319a71
GIT binary patch
literal 90701
zcmc$_1yEg0(=M8X;KAKP(BSS8+$}(GcXxMpch}(Vx^Z_8Zoze98{dcI{oY&W|L?g~
zr|O)lOBEYt_N+DCy=KjHKmBx=ysQ`k94_3uckd7+#D%}Vdj~Q5?%jt>7^t_Nk4^s0
zfBrZKN+`j+{dmF{hQ76N97R+e6>W?iUG(gY-kDh2SQ*he7}y&bSv#28I9@<>@x2XV
z`7=n!-bl~U%*Oh&l9`p!I~5~CYa<6kJ-5$H?4M<AoQ<sXjqE=&F)*=wX5i#v;NW8A
z{46gcr=wQ<?%n5i62byXu9>InK1%2Zo!#K(%~|97A1C_gs;F2?KWH{0v`u>?KT<<!
zF#dv?CimYb&#nBhVFP(4@y+2&Z01J^8%TXTVl#R12>(v`+JSIdQdQEV{I5#0p%!>4
zQAIRil?jFp`%gpu&#_vnB4PX2TqaX9>&t0V*W=fpu9pwe(qPkz%wUME!;7<*M-pO+
zV_dKW*U)DHLCEaKr6$f-!jIs{w=S6NI<QFx1hOCuap0d1Yl?VrcssP#)>hz*7*W*Q
zh{)C$zDF2#_GTcW5R6?$Jvi&xwWIHCY>LDe+J2cEquo#Ho0fPN41w4Vl{QU4qut1V
zMn2Weq|8~J?Ggkd3${q3nh{&)i@;;ad)$Cna-QoWr6ag|#fZFwuSfV5-}-3OTXZ}6
zPz2ZZF=;>T9bVww&*jLC3^yR}G%*QSvyt~t7@gN$hAc&2J0EabvaPy?kn|(iIXLW&
z4dT3A`>wNj>8&fU1>zT2mhH;9SmIR{j@TOSO`Crd3q+=iEnWXt%|Lk4ILv<=nxDfO
z{x!h%2Z_R<e;ZgWY0^c&Xo3IOCa}e7SgSqgK9VU-`u_1T`j7ek+<eX1(7gHIYyRsE
z#J|w~HS60)%eOZZ{HM_i`CsG`R{wVfTR+m-f5rOWl=1&;inT#=5t|Mml+WW_&iw&D
znDg+Z+UMm&SX30z{bD$d1fSF1aN2{AkZ_6SX`Fc~vSodU$mba<A5+k?s5GfxHe&BS
zy+G5ISihqH<*(q)VT?F&-n&ukl=SomXU&^M?d=}Z7N)a2ny3h$+E1sQ5J0#NS_A#=
z(%rl~F_U^&42muDS+Hp2pWIvJuJmMGX^uQJY7kXd9<S`zD5QyxE`J3UXVZ}z9pQVD
zx9(Qu^u@~<HRurTrC1r`x)j&&7?LZ#_47@HaH7B(0=PK#GtO;-XqKLAH<@Xh?aP~k
zuzb9L=_<FtY#^eAv}z1i0^pc$UpmLX{R!O|ik4z;$SKuo60jhl-NKE=qyP21t>=s#
zE8$w2*onO*dn*6#h4c4w%U}<q!k>q<Q*R<IS{Nb~3GM!-V^uUu7jO`-K--xo6)9Q4
z0P@!Lt5NaXFpO=@);vsnPH0b8Gt|OZR)bPXTr*o@TNmL^MhbMJihy=aF?VUypcEmA
zjqJ#-#^_!xAWid;sRyxn;8|L!=PBQgPNROL=EUHcD37J_N{mu`bCZAizR)}`k)L&i
z0bz88{}2m-H2yViTP5%9C}fDl^+>c2@HYuxGe>^y+=D%h6x$E|Y+T9H0KBj?!@V^i
zZa6!A-j(=!G3o>$Q59z<UBOKYTodjnV!FgyZr3?>8(3BJ?#_A^kR=@mx=q=u7yD`C
z!<IILrWT7EWH-Lg2>W-b0|tL5nr;nWI!y7p+-_<#TX*g|s3a5IKg5$s-S=Vvx+8Iz
ze|36*R0DY<Wk<EG`gxhMOYYz#L2U6r&BMzG*&7OS*0fMR))ulfNNRxSXca9w-y@fq
z4$kgnI&~>$F*30CJ>24vpK#=U8V&#VAqfriyvaLbA;P0-XZ<zX#6c|x)cqmmFgKde
zy@#VyO^5i?ZpLUg4rbJ47b+m8<>8(Ec4tiWNxfWW7e;(TE2@Pql$b>wZ0E|o(yV<-
z{qHcxcyIiklb9!+>xIG2pA8;E$QM45;VNT?Yq7z=WGMQ-?`VIcbw);%Ogc-LukSl@
znRLf%Hv6{7S!0*{#l86F-0aC0qxn)g&&>((odN|{O+JZTJClT;l?@%4y;q-!idsOj
zGuk;~yOhP5+5|22X=eOOQTi<TMB5Z7w?tW~R&WA(c|xLDPQsNMGKVxt4mRmeDf}uz
zlPgcDoD&2tF=-zw#fwjGd`CIr{ihDr!@P=86GPLa?OZ6fbt&9X&ZSc`B*t=&+J21w
zkkRw!3ripC-n?p=^7<g4b{1gqvo-YwL*U-EW%qnrXgb_6TqF3@ckC?DsNX)v4(>dm
zh=G~KZ~Qn9P1dHud*GM3XKifT*sJCE7=ElU1m(xq8sCPk4Wr;Y*2d_%m#jk-@`QFe
zIMDw0QCTFlLG?j<5bXGxCj0$Mva~<n#bo@mEJv2m^Z^BfgCap$Wl&}=taNI!@I*J8
z`ANQ=9Gukt{nq(;w46LmTF6ACp^_CQb(F_!wf1+$0c_#ZMJ9D9?fASOsN7~B9GJ{a
z*LVf-&AF3sYCqx>zg;$&s0NC=lt#!BDjJTdLVAjA=nATv7=ukex9$=qqskiXTE=3$
z(Dr}&=&}PUzl;$~_VoU6P90951IIM_OSGa{FNVG|C+ZlRfo%`#&jw}tyGf$(<@wqA
zkqsA=Jj=%#yfAhn%+rBuph9LOra4k5F!PntI=4&(pKh*|JDKccjKSxYvCjF7^hu8-
ztGcM(P=tIbGXSYUmzD9A%IU#v{-rUxLs@E=hd|g^b|<vJaa1MXQbp<b4s(vr5f8r3
zt+O)9%fh{QBAc3=&ysW5<}h@*Ey4ec@euq&{CU<jd<x+?Uvlq`mc@N2wuvNT;Z;<h
z@RNvHb)LR%uS08ey21Kkfk9|0ho`5x1L9Z;xq|ED@bMYssi!{c<DFo9G95*=jg~pQ
z8zTq>EJ!i9fOG0e7f=!w^?QJZxU>yC|Jrt<vi9)|-=h-ESOf)wXMD|y-A6z9p^qQ8
z6z{nm?l_K#sy(v8o8!Yv-9o>#Rk5Q@!3i<8ilV$zXg-49mNBXK5;0;D8B%)Bj2A;t
z3z5rC7kShv#SUXS^@v)=&Q05?LZe#6yj8UB$Y2VCj}fcd6jm%SH~VfKNE0^NTEy!N
zNEFrt)N_n0@ihhh(mFd-F_y2P&WQ3`pSO%Ldf0D!{pd39^-Fr9XwUFfO>Vx(l8NY6
zj5k^A*}$y<f^bGnX<jK7v#5KXvaTFap_X>EhwO7fgq7nh)Doc%_AR4s#pvI+b~~00
zs>yQM{+4z2sfy-g^nm?zRDsqlI3Gtb#$1I(W{%H#t_}iYVs{&^(qq~mtHEDf#6Yyp
z`DWKb#lhYqH#kE<s;VB`_4JccrbkGs;z(nsqKR3024;L(7V-Xd`9P3$V4~#bLJYF8
zS2|`%?so7#N@@v4RvXjk2WN}wi_mGFwduraVY3mr6mzlF_7JTq{V46-4cE$Eo~^UV
z548GU(!t3~XW(j?#T#qWSFhWJg9}LYeqj;#wV6dC2j%=CmpO|t)=nuvqawUAcFj0s
zrEZ%285>x;a6npQj^ACpJ>P6)8S4uR61xv=rFA!Eb>@6s0EUcOjbeTE+2FAYPvsPM
zvDev?RUcsSAPevMEQ_1{?xbUINUYJ&hJ~!|Tl<!7+<AN|v6t{1OQlA+>n|b25A}^r
zF|0CkRi<K!QRz%1YTR5kJx(d+3UKMb5HaZL8^d7C!y;3Z_DOB8lhY~~89VrSCRs$)
zbIBk~W)uXl;o0=S`*PZdC7v~O+M;m<Fs@d{f~=vbA6z;(xF8^!1Z#AMwKF4MgvV#G
zk%JD?OaW~s5)bOG9bR3bAtabiyS!yq!-eif?`8D+S?>ZszuF`brZTr4+&P;RKG@ku
zbX|q3Y*|pj4n34ILjW<@_Wak=Si-$VIU<uvzFfcX1|73bk<ezOrgD@S*)#!Ws#8Nq
zP8EySpTpcZLa9R{O0lh#MvL@cLU0@|%CD<w=YNwUgFWFTZNG%+MK=}Z&b{BqJXU`c
zlaJKUJ{TP`Sw6b-@LiGE+u)j9ewWc3X;Vec_U$O<ARc1~qKZqfnP88;5t8)D<$DuJ
zHrcCt(Z_-K*DK$4XPv5ox|K*ireMfaMweSa;<qm!(7C{_p50j<7|&RrT1!_t8T)B`
z?~X?|PzaLRj&a8~7%Q|-xAyf@%uCGV8Tsz986j*wIN9)|O_?O%7YPkWPxOeky%dCA
zU7W{^9m{O7N0t<y)TkUF%vZO-Dk<URQnqlb3M#DmQI|mA*{DDcgj6HnTpn-WJ$@DD
z!FSNA7Zw!)PhjU4-GOyL%09;L7Nro2Tw=;51jnkW%!m{3Wddw|7wfdf4H=iR{6GSr
z-G$mwy5FGnJR7h3N@3iP{&+#F^dMq{qXTV2A`O0OVG-`x+zi!cHUMz6wVmiJQ0n6u
zb!tT!O#_V*hkSulU4J}bK1J)%`STgszHAmVRF_RJP%dcjAbR}=l}=^9W#nhU%^ds_
zOi`4=MFnTu)DXaPL8@v265rfeb=s={&8E5^ZnA)g8<Zbnwb~*YSo1w_?pPdYW|!Fo
z7B<74(t?3o!vFoaQk9P2vvyKRimd%j*yojNH1Rcqn2ASop2wqFba0=W#BD^vvf9ER
zKX_wsCWR?1%{8-kNDx+C%eX7LwmypuW1N0yrvQX=*%mXtOLa_k4HH8>i&oF{L3T<0
zLFJoO;eIHNf#avVXzN+4^WF-o!zdw&66%jtBcFF?<Q<!wxi-IVI}%Dk4ea$@Jv-N^
zG3vC%JrejBQ?R2u+$|Sp_~*YX3onQuI86~~Sxq@H>f#qbR)9|`f0?O>`P^$-bhR*=
z0d8pmv;(=#PYTTHOB?|UuxKx^`0l#`&7b!@l?Bc$yY?UTitVH$zw8DXKCe2cGI_x{
z^cqNvP!*lqK&XQdK-(uQ>AyskZ4e{xuo<-f9&!C9qpAGE{Ye&Sw~w!4%dW1jm$%hE
zUY@8&RdA9>E&+|PdxO0ed_V4f%mRp`1VHF_(O;ehewV}6=O0c#L2qC1UXf%aR+HCV
z7}DT~QI+u6N49P5q2%O5fz$O7I~&~ZhsId2;vdW@{50ggH;^L_G{yMeJ&CX2OFgO_
zhjOk*b1|at&g%iVGfQ8EdC~>?3r2XFSpCWPWhqQ#K8b)nuwCk?^iL)YS`d}~JWOL2
zET0h@LayZuN<Vg<1!xP&q{NjZk?<f|qSGosCPJDe^0BV5ro#<-cz~UFZ@DM4-S>J!
zUCz9Zli-^-Nov+^4vVQvz=wr%gEi~}%sD5*P8oin1(Z=|Djh3fWo0HIui=h;_@7FS
zmE?9EM0%|0&cAKbHhy1mp>pj8KxS%YifTELu?`)Vcn}Bm7CVHxxA}(?L9IM3BiwDD
zu$KL@)?F>&g6bG(Nz(Zf0^|@Fcylpc&M1+{ECbwPYVD)EZm45_$Daz!QN5pEx(f9H
zB+e!`^uz>zkEBt>WW5Kf6zJ8@x>eyBm7#!*!VGDoNFk`B<mgOB=8k^z;0w*vSt!ch
zu5ohBpmo(;7|x6DNIjXxsLE~}!yK=z097-Obmy0(msiLPUs=QR2eX9q7f~K{KMoRM
z&Au8_eDo+#$rV{ZL&350n(BRfmd1>QN-E#Ys(L(a&>7(~E6mzZ3Nj?6Oej9JTBSc!
zM>%?1l2Ueu+O_$+!**baad^)!IW1newq0%vA?6VA%HIMB2~~4<Exf@Ow4vq|_w}xM
zDBhYvMh<LwOAP_e=7`OGongW^FW(owOPaw8TULKQ!xKvGQWDyK)E~WbiBC1Rp$^Ae
zN{Zcxee(-=MGH{qn&-R`^P!?8S64V5R4@ii8^ATpEBBSgT=b=`YZj#XGPo!fv)`<W
z8TR?UH<>857WpqcG9LCV8L-qw)olbvEnEGUttF$~d6VaEhTeZyLIX`?zOJV_b$&s(
zrSVq^4txrgIBe#~5*t!xb{Wax$*b$M3}|n=tH^VJ$fu3-VbIrO<oL_42T8WP6b;iO
zraE__$N;lA_YWptQ#D2@*F4TxZts?&=gb_2p0s(TqrQ-jLpV4Q20;*E1V}!OarW`7
znB1QYR7Li_xDvmGB>6GgGJ*B=YU}#>z35!!I{8<#zMx80OATitBpwHR3=)O0XN3(a
z5*u-x3WT8Frxy(|KrNG(=;BqEmAk{hDmijNvtkC?j6ng1I^~t?xe<%t?jh9brno^B
zYBReCeJAsA))z)|8C+n`ozcpBa`%EIzlVuCfhFALF6T9GdcXJR>`!b9wW+)OWo+<%
zn^8TRi{iklHi5aB322?%E83vkL&}uwh)TlM-lgX*(dTlAs`Vewu+MTfHEKsca0>W%
zQg@(A%I3yML@`z=Ppn)Ec%aq-ul}MYpUBYG)Fr=K1?LtMWKO$_q13AqoB7~4aSLWq
z1Qu))NUapO(QIZ32cD6JMMT+_2907#GH&8Ybrj&)L-L94_YL&(V@dgIu*Iy~2)8=M
zr>_TPc6^$am>6SC#Tv>b+CO>ar}=#S3&OApj4QBE9;U9_4}sy}0BHoRVT&|Iel0+d
zOY*w>Y4ppigic%FT~xW+R^_Z)MIzRnORcWTr!c?QK1)4@^*U8dxr)N8__zjWAu&~T
zxo5?+js}*5!cgi=PZl_mv-yr^)T9)WU#$bL5Po!xz6}9V!^<s!WD{ZiACKi%Ehsk>
z18}uQ4XC3ItDC)tW|p2`bvEvgwzytiugTweH!ZvH2;yq!NEDf>5J)W^)R10c*CNpk
z`ov2f0C6Q_8g@}y6Lx4j=XmG2M(>&nXk^=sokO$YQV%~f<s4>^p-M_O#P#y7hH6=m
z^K}zANFf+O;~fz)VIBc7e0WL<uF@QDB80*uqx60!pAH|c(DWRk7cSQD@JEMA;Yny(
z3VW3Y@2n@O1~C6>?rDTcG{RfPRu!1sC+lybK;5hEThSH*o;&kk7Na=X*jO4&hd^6m
z?9z~&RukJeAfCbJi+giirpIk446&uVJ9PW74EZwB|2?Jq83uP2Hw}RI<#CHAhfW3B
z;JmJ2)H0)HZteYEDTVZ%q9xSwDpL~PSMw4JBA=gTD??Zf1ydB}D1Pn}LJBNKWeV_G
zX?e;GF_)C(G4!TlIa2dqK0J0|wa_SxRdJPezB&f(Z|~=c@OXW9Xi26vX)I`;ZAfMC
zk*QW>5dlu$yhl-gzJseg3m}eYQZdD$7Gm915>X^~HywmzR2OyA0Jm8ruy)Q3K{#3b
zq~>LLo@-bNS)5~y={kNH9Qi^^%O%fzj4m^S)7T9?*D#wPw7BW@o%&HP5tE}&ND*CR
z?n%rPC`W{Qd5?Sccmh&1^xA06xEe0^vmV*4hH8=5$t4qmHXkev7qwZH@;r}qcHT;e
zEJOY4t9JfA)KgnoxZ4HyZ46;M<;=qoA~ZH<gt<@fGpSKij!g?D^~7||^6`}?RlzUZ
zpkYk(bv1+U_?#uX^oDoqWsNNStiv%MpVcPP-gd!C4G%AsI!u(@C3KM)9sp{|faTX&
zSwv65WNJH2Pc3T6vkM49<`0b}M2KoR&M#i~z3?dMJNwl}nb?;_53$Kjze>J_hZt)r
zmLY()cvST9YBw?obVMCKVW0fxRb>>IV>uH|0QxNn@`KhKWH((JPQ_203=5rL?6})7
zNM^|sV0AXRb^A5`VvV61(p7PoJBp(R=Tk8*Fn=9t!BD-(k<bQYeM>FZi`|TD@v*nY
zKd!czXkpMjdi;#(KL{pY=l>Rb`hNyZ{@<G-)%JXi)2bujUyPR68Vij@CP7#|bn0`$
zNMLpKg=@$^iuGHG6*>P;i1GiA$n5_;^<)3Pv>0TK+vxOQhepK5o<jZ?r-n&siCPMF
zx!9N>dc6!O2ggK2;8n~2`)#NKUJA-lp2UqG1oU}JoZ0PyYEj_+G~a1RQosAhIER&m
zM(21e#-KfqadyJo{}?><#C{CzC<2QfQ8NDtpTpMo?ca@K+wLD?;dUS1kYBfnk-{10
zlfG8HMM>0~^EJ?TEV{QTC;!D?^e0w1ptU*EDZ_ZD9x%8kQ#KJq`tf0l&kW8Xxk%CN
zd@#b!i|cFTmEOqtBoOY~-_;ER#IcnscGl@|jWe4oip$B7GdHJNZMHes8HhOD=*&1<
zZDzJwX(%6CQzs<-p_OZzHVa;Ck#X;0+z<H4A`22*){z`bw)_B{WT4BbJYFodjG6N-
z^NOq52H3Sh`#m#GcJ(EMAqOVk&Vcgk)Z4j8y)y{E%S6J+`2@3oH>9`P8z;y25cnr?
zl5ytzY$W+dD*fj_S(PAqProUzbBA4m@I$9D(ZWB5jwawXwXiT)X)t@<!RpeT%;cm|
zZ#X>eT3uNYmysdJG25^X=XE>xxGh^f?8_Xo7mrErLw9lU6hx(bwYUgrlBHs&H;ML!
zJD)SQ-&_$?rvv$bM)#b<mo`GCNL`A?)dk&eFBR(+x|HJyS)p?z&hN*g$PUE8_KU$h
z`T?G{IlqPEr3s@_syMz1QzTV4p<P>k9Z{tIYAv6Ys3<^`Dt;BPk!fkYy+SrI&(oU8
z>F)B>q_QW!#A<m{!giTzEj)x#k)nL#-nk0{Dy}!2L|>zj(K9yv5Hzv)N=rCG%r+eI
zRY<hygzb^R!R*7>fwZ3FIQ6Lxe*$L)-V;fQY_EwdR}>p_5`Q?!i>}Sf^7y>b04j?Y
z+&LlN$I6L<S{sLy)vp^ZfoXGVX-vGKfkf=HptzOq(%<i;i*C-F6H``0N{JY8b3CtL
z!LOh$var9YotF1(8Bspqr%lhR5sJU&mO?!OSmZy6<~$YIHa9lTEG|O*5-WE({q^4S
zu`11)-x+mRF-o)Lm*}F(@vl2aGOFoUX&MP1#Gi*Z{H?Rv{r>E85+g(mKildNZhO2k
zJ5Bd*DQ=Ybk_Ca&Z?Gn*hcX<ko=Ag}%k?80k|dE--YKeXC9#(k;bIarhX;@*gzfO~
zu|46NT#AA-XLdh>&khkn{`nqmg)F8DSX~0RP4^7(K_S@tM`u(a6YuiGx+WtL*~|~|
z-n(=?R7sLB4OB+{l<uogGIZH-<4q)jNNX32gu2@3?%sOMBfc?!k#Q5*dEo%mGiyv>
zBP+JUYkyFLPu^BnbV3~<79g>*Pe%}zWYQ}C3NwQwmiJmz=W^UBspUk_2E7YQz!Z_o
z%kLLxPO>~iZ@YIPCeefuU(*PMLCu<xlHl+)IJ~*aHjg}wx*c_xC;!74I=M}rgBqks
zd-Y`s)(5k-Ou_BVOr=8G!-5z-+>3uUlXGl)>)Ru{IkclZcFffpJ&3s?nS#p7C<1Qh
z8V}HUdBHp$n`KMeTBS@;``2h(*QguxctntoxhF%^Z(V{>VUpT7zmfwkMu<T%sRu<j
z+&o3UQj~sAML81_@NMh)`&v?dQ(*<i`|6R;Gp>>81_6p1x4)!1ZhFj_nga736d9_d
zNxUB!&2g3Hca!Fkg$9%5Z^HfgnBr2uxrF>QUDNQho-nv?_dD+y3cYvuiV=VcvJN*`
zvvYA7@`~r?n{i7`!BAjaYp@m(P?&H87>Q;b%Gr<P+|SLSERn9|&ORVf|61XE1$~Zh
zt{yBYab#nk<z$I)aS#*ud7?>SoDn@eM13zM!}V%CUDup?H_TF(a-@LHi=sh9Qq#JB
zOxXf_UFi2z4%vZ{{AI3Rl6S?C%l6$(SWH@TD>kZ8@xdG({yTG6n~Go9D=DAWx0MeB
zWsSi*0bHofWN0N2WS`&M-MpeU6nS~{LpB%vrZ>$p+UB0bGq-D2g3y>y|7IQ;oqw+#
z&+Qgb%tBPVoJ-|G1NbkY41}tq08Z>g*Pm-eh2|c$!G)%3;Nm6nn9d98KalJmpw%Ij
z*#!~SV<NivUHcI*8*Wi*Jz(QU`?zBcwc$hI#>XYz(9>jUN1bEQ&iN>=^-w#OB@3OZ
z?Vl>ErK><z&!VR-W@^8>N!-ypqz+&*bXbx~i~Sy)3SUbv|E7CZcqVpaAG&<lc+t+$
zH}$$?W`{@oWJ|h&b>}nx#Q=$ZK7_QPDSKTbyrXgl(}wKA%Q*D#kd14LWApIxcwm+6
zHeUgf05wx7<Lb%MGl*`ydT@7pLj!3}v7}z@2)7EhB?$HU-8{Z!|BAfCdV}gt$o>o)
z^ZGiRyNwpugZa%NW<l3dq0mav7)E@X!6o_hyx+VrU!Sz~_d8&d{!V~bDh{fga{$I3
zTc@%1KPL*~owfTH0xT?-Tbvm$ms3L5x!OOch{+_rZ@FUodrVq&7Sq7Txgp8DA`UnS
z<IOO(71_r71oE_hxd62`Q5$-*Q4`WjWYaRY*f&i~3lK5BEV%rKGPWK%A&W-}Meez(
z6Dk*FXDsQ*Ovjk$(~DOWuk)5ZFF%>m&Q->OeLgP1%sUt-4y2uyTkHyYK!&}^%9f<X
zto;1DR#f#4yWHe3)V0l@=0YDeze(PWEHN|>VtrATi+5*P?Sab#yder?VqVpsEmag?
zU%=aK6LLf<37{tGkQME|1P1Zp2V7+^!GV@?b#VGv4UVndd5TI?+o6Olt%`xJ6vs+7
zj*=g_SD_bM2l=J+<t=}#(Bn#YZX;80(_gx4BhzN+k5~huCDH%!CD-DtM_6Ye5{>|+
z>s}*{I;aS-IXOsch!QN_7;TlE1!H9x*FYxi$4(rlZ?hhIj*vmn+zQInXC4leuTT2=
zSSL`GBCr}V^U(Bh54)lsy`H6Uy_IS6j((_^Li0(I+J^+nKfvljT2Hp@c+85m&C%UP
zwb-4vhfmrO2B9^{-#yoEXPwUFb^yxDcclyAgf>|pnk<^ni10%nhj5SS-dl_6D;i8U
zvg8MgAhX=41kDBY(??TOFT+{GZET!VvdR19CNUl&T9Z79Q&8#hYKiVIGI0^Sgd!u$
zo%ZY3f$+lIY+EeqUc%g_b9UQZR>pFjzqhg`2lAekC>DgqSQcM~>8n@xnitWrXLT6-
zkjER*nDGf<j4``A`dv1j|4*`9@TSek<t#cPf`p$Re7xTJb`<rzIaXC0rR^77N6*jC
zcH;RV+9bSwuy0G-A)V(aY-(9z8c$+8jW2;rj!pmB_~S-d8o<N49r|P5D$&@unftlN
ziu8B{WW^m}9j+ESWRe<o3@MO^@LU>JcDqIFqu)k%Kjm9KW<1H{yw7A2Uy!{y_mhjz
zX;%_(*3Re47ify37DyDQF3G*IzID=ZPVl@Jx@SR9V)xe;k8#qy37GI~DZ^pR>FTe#
zo1=71BEO28Ly8*F+IRyX5spX!JciaTs%$^GZ{{nq!=6Zq0C(dUKe`e{5<iUkTT*GO
zev?}9x|dGx&Ak7vTGI_|aDK}~{eapg#1<M?!B5-{fu>Yn(+ED28m=c(1bU)#-Bfr3
z-;G$)qi~NAfQ~@5mFvU)-?BO<$Kv&-?4PveQ!sXGTSLbo>3;mj*W8I_{SyfNu)chA
z^$LrMK4=o8oj-ws5%8d*<l%{}3IFl;W!49wi9Br;m;UCBfNIQUvxPuJ0b6*n!YAnr
zHmhmYIj{ZkG!lt_i6NnKof_HVeOneq+s>`z{|{fo*UqD4s$0QKBL82~$Qs???NJMa
z*w24ELRWiQq|e?w61(eCXjF!^oUt?@qHw4jwFb4?CPS>FYX?ND(|N;guMB;R8Pd$$
zE~VRrvDFqPXR_$GZ@9P3$9CB%V-l%^qSmVuYF;nK{QfznZJg9t`iXxcgiwt^Nks+R
zna#_-ErV_wJ$#%e^;+%v%%FHxxlfzaJv*bvw6~`Z5(@+l{yg|6BdGR1GsjmXFa2kG
z<2{;^xYcJk?<%K6QDaqErMp^XZj|ECkwwo-GivRVuEcmAW>Wwx<6{ZKALcj)$phho
z8$>woBIHQ^aAbBc%_cNPMg`%e9Aa$CI@69R4jlHElSnZTI9tysO)i#~@10MJpRKUi
zbRQtdz#0Q-8mv1Ei0-nd6h2*<((B7g>OM(R8@qkrNEUA5jNS%Y$7YT)MrO`TTKZGN
zq|FJ{*4{FejlCBiz|<3%N3Mq{=s}JR^a|FBE{wb!?#sZ<K&Hc<#oYTv&lmNNDYort
zJ-k;2!iyus5w1npmm`+rG$`Gf0u_Vk5!0=g+Pd&j;V47vzkBC4f*~}}aC*E8@lSlp
z%{%>SGJnwU%XMFHKQsVTM8bU-aH2ZlOUOsr#n2em(WZRGXAu!|GE1z;3cV<>17awG
zw@jH3?<hdYB(0=04Kex9YdON+o8ozuNfklfq`!ahgKij+@pI(n_BQD6SmJW9gEt-J
zcuXMCnk(THZ8#U2%ZEb|2B(J5x@<^eJu29%Hp~)n_$9u~ZlX;cy%#>1HxT)0ZtzZz
zJH3X@@QrO2RAw<*LNmYLkHRyCCP&2IOE~g#W0q(v`!?<)HZL#}L$tU4_HO2NqqH+F
zh7^TuEaC72n(oh|VhLd=?8{8TZ@-IBCvU7yu5cvT#L#qa`nQNgzY8RI89ElWVdpw0
z5cP!N6!IYZ_ROJmJt<P!R8WB87@j?O7(a?8*cJNltKnTswDG^|bA<5ju`|RcEUj|y
zRJ71JaFqL0-zz?h_pCPP;(xXZHb%w4>tm>>K3>i5yK2X6-&6Hjg?*KUQtq6P<c;;+
zUN!rTXqD0A&IDjgx#|0ne)R<y(dGPOFfFGzAy&nPKhJq~5UN(K#D~p~!3QFH?gd68
zM@~@=JhTV}{WM{me;mf)Z-R5l0)^b_ja1p0vtV;a;%Y#LQ~PqOIy=)WnzWct+WX84
zWPw6^5yrK9jk`0eGUrt*pZm(s-R5=Z%FnsI_#}vP1qNK=<6}V$LZu=aBNJG5*Ee5W
zaB`0GyqhD;FBXe$;Eb->diVSsP;F*mu#Q;0{hQ;U1{~Ss`7Y<i_6xmVjoKS4sN_?0
zG_2;7oiz+rjNEO;3(TuFoWv#~$*;{AUz=jiXU0XfPL3Cktz5YP$&;z4RnN6Mb()+{
z_3Hr=_Xw%sn~#>*!M|R;wZX#g-pjEdm_|g$yc}~kB0g?@qpEzG4MjYE!Mpp0yGPK+
zQW$p^7VyGzd=<(a|A!!ENA1WmQ#eV&BaL&@WZm<{SVMMt#f2$<QStlPKzhhNBfTDN
zTfiPm)DDGfHF!g82>g@j;v56Lfjt3jrM)ehoF<Rk%(Xlq_=5U$vo@kAFHBU976;g>
znjgX8^s1Gf1HawBNP5NXtJq3fQQdnYCU(fN+2cnV6fYJ}c@(i^yw?w_3LaC;w4wXb
zL6Witai<tsl=by@xkah>iPj|88h)comU!0}W1ifeNa8@r^gYF7&cSeuW1@|8LB|Dd
zKhg=Oo|=flwHudrD_kQ(1TO&`wKj)L-`&GuZyl#on=eK{IqIz~=2z&B<-4crj#Y&T
z^;N=ndvk?ad4L%LeOu-3Qt?@>D}nTvGc2!SE-EeSZS-d#&jSDDKplM$E5C~Pi!$`Z
zYisDwBFp$I_4m|`a{X~n8*q0o4_aJQi+Qg!VHF0)p-zmX-=$5Il3xqcu1)ZM?I=rq
z*MwROxwAXAgkFHHaaoPHdzn`hao>r!4A7Yaf)Jxg-z=6WpsbV6ZmIQNm2x>zc!8Ib
z#StJSHUQ`T%AU41xG}{>q3~1c=VRq{CY83|iu3-lc+BoqJGO@ypTvm;(5ucbx_;vK
z1h2qj5wE7zF~tcZf>lOf!u62isb-OZ_X-M^<kHSw;X1dafl%gy8LC8x*YaIE;)YeV
z@j3;4d_!eZ^Eg%UE7P+#cS6dy(b9)MnqL4E#KkqBj`&ZyTz8~}sF|6fr|p{3#_5+5
zI_u#u<mC+GZW6;Tv1A<pFH44xsT{Z20nw+HL|n^q?D|SWkW#Q_87FB^&tErqeZup_
z;oshPGlKJwaJjb6q%pz!bD57_N|ci1*P){m79j;RG4-#zk`I<93|@A;(CU+Oz_G>>
zei`!Xn(#S;UMGTsVA^%c7`e{d#od869k%H;Z~xw0v_h~P-;(s9%Mbd=S3-`HIf^>*
z72_|SDV-BGX=Vg>VzgSW91fe-`6C}}gI7q%=M$8l7xk+TibPc#TsM4eIQZ@|WV3Oa
zzzAiX!8EA$G!?FU=m%5m2?ix(FTks9`V9LPIs6Ngr7@Co(mw>t{>n>w>aq;P_1NDr
zBME7d;kP<>;Ig67(wz2W4A46Owc0gN<Ed54tD=d~Io0=F;{rv;ac$hmQz>$3Fm6Yr
zy3V9`vvT1ph{w@-tI-vnJ4bE6GS|$9vuK$1xA0Sb%hz#lQ@m0Kxtiv-i+O3{XJ`$W
zE-`^tldqd_9}`N)Uc>N8c(qa|H55EmYOh@;e)HxES^XN@@ToK$1CNUx6m31}Qk9>V
z7B|&4XSxK{lUscSpkX)?OThw}^l-OlWuKrfcIX=6=hWbj`<E-8)F2S#f(ul=rQEXU
zE#`h~bEBYdVpw|dC5WgnvjjcZS){o%f3PMW^--8wBeFCYNWp0F;478bR*jywFDg!s
zHz%<0X^3`95J;;}o;NMw_0;cg!$zgl-Y!2q$>GRI8r#p$Xb-;~^He}5xK0k*eTs&S
zK)BcESbe>4LGORa&)sUb{OX{LRs^X37UIO3X2ZMG?MKlIw1+S{hwJTH3pnb)aDV+~
zRq!U=B9l#>|J5EwMO5ZGxARfqGu`0EqdBYzW^o<uEW8Nt%QIM`Z!Mu~4=H)3c>=|y
zHGqxn7fu;s1L{=(EluYTA!y~y%@Qtc&13e=wd;W#edbb<>iPoe9MMFi1*_<N)C@aU
zl9K>eVi=%8l?Us#0~UT-T`R)KjA|8gb&QYSjF#AilQOWt>(G&ZJyl_$GsE9Me88|*
ze~yvgihcs4be!<qjXozs#<kFErDdl%`F7?qq>rM-?aVfD&u-C2^XsM-amBL$hxVT*
zQfldrY#x*Oj$$aVmU}Yl>VCexL1p^;z8usvN_I!GTV>-sfY~rf_IO}<6T-x+t+aXq
z<jn@|QbE|<ztHY)-p|elC_pOG-ZrsXhH(g;F;c4@m-?9SNnu4+C2=471gs9aBR&`T
zIys=*Uh5y#JzPeIRc(7S*!{xF!hag7;n}%ku8QeG6%5VTOEbydZd}qX$jf^l(BoTO
zO%IPn_Zv7wM3mzTC=sg7>M8qx2HmkaCxisoM*l&zbVVho6p)Mzc6>TWsVr%tsv}W}
z>S4`;`^22RaGj0OvA=t^*tOQt;`B~QjYb+U<kCITj>YVW(MIRkV_SS<?K=U8a^vUv
z)+1Lptb->w8UhI9ZwRt7lWHBC4O&o=&78^>&_VF2K3KWEt#n}dsnHSTCAXgdw#0W>
z>N_27v>Xv1IN^oI?6|~bXgI=XOLltKL>yLC8Byg@F>j5~?Qr4?x=;(*BdB>UPg=8a
zkN3ERz}Rd5p+wGI8G)juIJj}q`qh>^Cvl>&L0u^qdM*S&gKNhNmjJ$nt^;(XJR(vb
zA1Jv`mIuDmJg$uK2z~(6UvanHZ3vtuyU;iii1%KW`;AQ+yw<qz69TNF`xWr;`i*;5
z3byuGbD<yTjI!u;@r(l<y1f<AsT(<Q64}#hK9mjk<MMJGZ{OV9Z0+qjc}dvlcyX=D
z8H@_7Z+3?J>)gdYB{-h@j0Rd;vz#zB)jFdCUEPij&Fb?v3Y|GD>$o-DGH-M6sB+%e
z_H;@SBioF52gdjZnrAsK9@{|}C)0cfh1!`fyd_Sv#hsgYRv92Np0yM$1PX>u5OhUE
zbB%RXP>s%#L0fqkGx2tyoS{-kfWmDxJ(X%WlSH+3z7*uEk%01I)Vb-L3bgE9z2yDj
zD9O3_pIz^q5&;3h@>h-D^}&>m*TwV0btb=0c5pD1q?FY18{Ds_r`OEJ(Dg8`I9keI
zRYz3^p6a?4Ml<QyuN%N(I5V*sf(w6biF)u7Gtod(LrRptoupd4Bl9=#WUd`?IobM-
z^#kwz&U(qdjPQha+ttl&#-KKL)@4?IJ5yqSdkrshgI#UF{)dsaJ<0<AhXp06#kY9D
zv)1oLXE84$Vf1y=#$aQ*ORxaP&ACA&0g}uTUIfW1V9bPaGyPld4|-YNgCHzk)s5Zb
z80@mrq(vmJG=7I+$u-Br^TpaPyXa3l!OxCBZP<hhb>T^ig*#Hq+-=ml+UaDu-u)jx
zl$8`&RG=@CkU=^gVz1ei*^y%QM-trKakI;mnZ%%1arO5_?%P3-5s)n&!=TJ0q7o<K
zn-Rs%%a;qD^c<wF{Xi9h1hE|sYl8&{o3g$ApmXb_9}yUj-qFXLLUTAlZUU2wHb2cz
zaJ4fvyZtul2UPruC_bn%k2_rmxvlf!jB!IeO*q*$<yZ$1qLHsl+Dk6Q8Pw0JC-#os
zOB*+!BcC_OQ;{bGjU+fxHo4DQ3v%PLn!FsejX`5dVT~HvB(^Ju41K({UHC<GAX<|0
zXz_tn??KokM}d(c&H4L(&do~ggrnM<$g+tkZTx6!Mb36<%-*^Ef+r-jYiFg}69<`b
z#4(&XJXm$_Y~kK*<U4R(+JkoYHt8q1)|UA8PJE)L*2XtN4;@pZ28`X1si~>%!_{6u
z{9)c?4*%5E-k6!GX-iPtd$g4J$2TKni|ff1z@8XU7X^EMcb;c@dOCr131EgE<wWc7
z{|R#4-dlKTGx<vGFINld#<9)lu?&!$+g7J33*Y-qI2wa=ucf6R&)1+^+rm~?99XSC
z&^0>p67=#Yd=jP^4@eP7g50mx3|flQw8x|I4L{Pwd?*%Fy<SH-f0aV&@}i1wIa5wm
zl6TZTM3?7(Pv(dr1#V2K=p}!m9QBYnT}~D`qs+ejN$HXYFzI1g>(uv75;WXI7(}P<
za0>S_oH@~`fZ-RC$mYe|D5apbBWtDL!#9SnR|BrQW!`VnlyNC}q#+%|E6j(xgPK(_
z?1Hge5~o)nN-&Ro;sw0>WIU1QJbqMov735ad}`#c-kA^SW?%>62sh5o;U%va<TbVh
zt}s)TA*6PMVr*kdUP*Gy732f7L`Jp&7K&Mkn*-AaUM`Sr$29gaX{Tppm6;V*dwrXq
zEMfNO4(n7;fn2{^q7c|JFlOpG6%uW1@XEr<tYArBJPS{v`1{SzD*KTtRb><Fo4pHD
zPxomx{FdT8?PJvBmEmPX$Ud#EW!kmnyi??DjH2WHJjLqc7FW0@@jIu%Kf}K{rB{m$
z8X_nsGyg94MZtR!?cuk|=D_S>EYK!o@-c>b@9Fa6laG4LUS0UDAzwS9K7CGtL2nfP
z0X|-<wse&8UFq7JFeXx_2<oG=c?GBc9&Ya1H*g)%ox>X&cy4Llic;kTZ2T@L#9*qo
zm>(H{@ljfPG@P^X^rew~8>Md(qi4Bx6URaaLU`cO8O;NcCC~eCM^cpQPDjkGKTF`P
zCZ?ajpf4C<sRQ)-baDOm8)LqlVWqv|eMdp1^tM}1+0eyly!xuxvwHY2;91Hfp0cA5
za^9qP2gMp~r)tv{FYFJLMOuwpOMmI!8hTmPn3=%8)BufRRH%DKM{eoPYCdG?UVV24
z)WNO;IG#N}1zMVa`Tg*vY5e`Zwccixt$K5yUh4S}L=csQ4we3yxEqUhg%=<cBU$r{
ziQCSD4($A+Q9bj_5}<Qd+VkW)44bR|y)l<eo5(ocz(cUgZ>k@q55iES3ao~~Z~Pvt
zTIRx}h9D>&1P6&HDGo^P#r(dA#`bX4TY3+g;3wu98tQxoy?ca7*{}JOD}v`P&zG5e
zDJ?n9jP#CdaM~3sjVZS|t5Ur_ZaYVBakq&vG82eAnmy3!3;ni`Bw#mWvzK(#>KX<F
zaq<%dz-|Y*nynUov@HJodg48cbOIB030V$#slVU=Sy8u-$~o4()^E?(QS2jG^cI4M
z!Y&U24unj-cxE@M2&qG2A5_FzGd&aD>Z-On`4PJ=&g__64+^6Y7`feuAoV(}`oQn6
ztWK6e<FhED;T@{ChKSd)MaZZ8DbV)mmk3BhCw*0MITwU=LHVC_%-NxIQ=RyiO`HlS
zK@6)dbvcvIR1t|L<<^F%Ar5(~l%tnLY<5*IboXvl<=VdnXZ7&>u`)-$*eAd5x=3Q?
z{26K$k@WA{Y_}lv?ihx65B01sCGRaS>|Cf%A5dV>i-3QSiBqcWm_VDzkLs&ujE!T`
zxBQTxRCR<hc|0((2~q6DWeN|;e^o^4O!vM=uW;TUghg;l+x)gNi-fT5Xa&*V5kw>h
z<zn}$aXBW-)0+%=7vJ7)au&KP*OE_v6ZfP$c*bPBh@j%7+nXi9e-fjLsmyNh)vc3l
ztCO+gPR%t-XWMwI2(#w>gCt&rE>9yoYy}`$A3s7<(b77libHrFN$Irh*T2<Cc|KRA
zy>ToGy)E8JGzoHLBN1K5pG#ky5<lW8SJ*PJIyUenJ&iPk90qk6?d2fV+(8xR`cRFz
z;FWHkilx`3>=z%zxKQfnjwzEup6b0`*i?X#Sl*DzTD7<qVy3s!vKEq#yA_K*0Qe`p
zm)S4Um1UQ}mip3pn+WpKVLl8MtJS`U1tL^{>$xkm^8rIrEOLfGr37R~&`K|=x=9Gy
z`D|3*`OS-Caf%!a_lZrJDS}R4cm}sK@!+2_v`}vU0*h<{nKLLT-a*mODa4>yR*Orn
zOyOb2sg2Syk7XR%=6)Pzz^1-eOVHZIqaMS@1YnA-^Xqs|K@xu39B3{}n~(U^ag%my
zc<KkSiqxjtpE|i51(%iibMW&N82^skV6w;==~?qnie<<7vtm0xf#Dlj!A`6tn+S4e
zch^Rc^lvs{N0#EPL~kd$#{JejrK{d{yEg+l>@T^XW$vvC@y!l_K|y*9*rJ^sJ-V?d
z|J2#pY5hS3*HAt|LA1ME0QSAaT+Rrs)&3!RhzkAPc}QqzBH1@R=Z=OOdUUs@^Mu~+
zv)()WPYF;~|4(Q}7~=lotRCImqN3p0+3(sOXRNrmxD42z-U<NgY_|moeV&0p#J{Cs
zZ>5WWg&$(X{>1Zozl+c17z*0-$$7hff=~#e1S%~b+B^g-_W9J_xGVIRDh&%+?BISX
zC0_%xj~@#aZ1DOJTH0j)MTI{ZU|X1Dz|QpzTjA-oqKq<?oNEDPY1KC2NjMnN*Al9{
zAD|+aoQI;qo}oYWzpOEB_`wkWsbgGg!kvYI!H+<*L~DffDDg3&@o(#kR3nJN_=D(H
zYd`Vd?@1W?nRP&Pgq@!{uRL0kz7JDY9pa8%9VssIDVyIftWi;unyC&~We3S_Rv~}*
zTiv(@_`t591aobDBW}$MT<z7O6gYwDGLin$?hvU=5Q7t>T-`BNrvHwb4CsA|V74_3
z9&hqFg*x^FMqZG&^{pPA23o>-7#BdC|IQH_obP_+tQu*6oO4TRMXEH+u0Ch3(IWmh
z{D*L~#&o=@Y}gOAd$1d}$&NbAyU5Qvv63n``|=*U2=5X;nq=1&Y*G|}BMgmq`3AGv
z`k;Eq-bJgiUVJ%vYUh~o_+ZAFEY&N>|A`OEzbipN`C_@n{qy@NoBp_)Z|{QDzRn}^
zY+H_zt?>JGVxoEMyoA1nc?s6+iG$ldoXdUbvb(oqIstHeLi!ELxo_S>W#jduati#F
z)z3YDIi^;+i5s~Il002)YK-^j`U4y*{Wr`|Vz``$Vb<iofv+W+Sywm@;;4G{JYjSU
ztx7||HpOx6oaw$t*{)E+@y<0qL}mXCUdD26xMc{{xPUhr20yWx=C3Kx$gXUEi`I8;
zo09Pey@Msu^CI=03mD;o{R2PV%c9!#Kz#!4sb(d%de;;6;5m%Efy`S+Z&pm8JnGit
z?i^i|TomNbXD3JLWJvW@^A4=s6gt@hOvxzmqKIA6Kx7ZT`vUD<luo&cFVX#m?Y@sI
z<ca%cs|zJVa_UecpMmx^NRG$r8ODP&<uOm$%z_M*;Z3Rxat_U=ijRD6$Z}JeAIM>V
zPlm~HeeH;Pb*z>Cy#k=+?WBYIp+Mrn?PTGCyJAd$x`cwZ``c^}U_<XG)y%hUwA()G
zDSOg@7Tti(jxdPhX@wlz(HU=7?wrF7_ZsFnuoZ;e6OFIr34kR(z#~QssZe2Kru~Ze
z#Ua+ke8h|NQ`b>8ws8;wClm+uSS(Y_Jik@t?+qe}L0IbBn5lt_)z*d;-?7R>%V_fM
z!?1%2-JNX8p?SQfIfE-oeU~OJv6uF@ExJdJ<u)mtcN0iTQ(aAzg|jB>q2?3kyPfgX
zup*{oWss>Xqr{ymTDO2Adr)`hD*e&Gp?1807xND`u6k&)sRC>_ZDaW?3vD%eGiS=v
zl{S_JXtNq4vvg<i*m&=rJ}lR;RQ+f2CS^TbkQ%~{v!fK+(fqs;q5EN8IoRhgFC_Ez
zjbVO{ZI0F&Q|Lg|;EQ%J<?vgKYm~i6;gxXue}O|T7<GRaT-kTu=kp17naathoE2Og
z^n40i`9|<ST3I~+8iC@PWJ_QNeLTvzyP@Dd@VJzDVkIbsSLI^ZPOlF-zVoU8UKweb
zK`(%r@nrYnYXET7L<D)ep3u<o=#qpI`TYxeOeVE4=og`TvnbhdeY4S;b%^R5iir|{
zw&*Og>(kOb3N7S#F`;WS*%uuubg~4ue(x)z<&@s^9O}Z?vH%ybX8(6ZHVL;%FYa)<
zW?Q&d*X(1W`!=Pa;}Li1{~3oK%Z|LAk4MRgAZrU%JlOpC(26W;Df6YPFUZ|CZe=FW
zs6{oivCl7afCn`L@|M5O%+y9#Bld+h!idR2N^S-?O65qB`0)S2KAl>e-6xzY9c45{
zW-c-~*XwdHu<EMLmzdpP3p3N@dWfd3&+&o+8;oLKnLSYL_Dv)T*(b>lKnF*zmA<i3
zCXXkZ5*5eWG~W?j>(4+3Zp{VhjZM6yd-I60f$RGygluU=yLTM(k5tF}4e}Zma;Ecx
z?y?iw{a>mT=1=5PPDa9~ek;in((QPa|H}nHFxlLjr>3siCyUiy&#_0)NP$?&3%txS
zN+<<8+2lJvd{n+oP^+c!OhqWmbQ{W`?K<D`bU=~X9Qksj=E0c>D)mML^`)rP>Yu}w
zJ$irhY!5GM?o(?Vhi@c~2*ih{*5({|xSsfpZ7$){fq$Sftp2|Os^i9(hD{%fS9zMA
z&tX;t9Rv9t!lO4W^|CXP$|hic1L_m=**Esqm*7%;s1jN-i(VgH9Hj{voheouInOtV
zBd}&1@;AIMK91QuoPA{=s5*P`;k_*a=X83+M3hYu@xOi$<uO2p&~8aZ-6uONhtg=-
z3a2J-*Pn&jNsetNTdc}&&oJ#m9j^}ek}AC@b3{AKz_RbuHQNaeD<`j7=}pHoP4`WM
z(AGsxRDhbih{4fq2?$c{%!z?UGMePfx#r8c<_vM0I&k3Il@rgMErg5I$q{rjhtSD<
z3D26Td3A}a_+fl)x4|h}0iVb5HTzZv!tpXyBdpP{?$b_=hQ#vj38&p1eAD3JTPWU9
z@RMzilQ9xS=R!ARFWbpn4l3w1F7P&pWXwR#EOT^n4vQ0Xq`AfyZS?xXtwhi<^G3Wm
z<!i{j9-Z*T>G8KfWPahnfD<(z+W1x<TtC@@t%rLWauDw~(PWf!xG&oUa%!w2XpoRo
zK;lo#nBP@DnWCddqGMrxx143vpLCD5${2_h6^e@SsfkuJFpguG#1OF~JDieZq<KQS
z)7Y@0;v<$O+zp$(@%oM?)?`^^yQYas;ht}b9?TQhU7;tY)>R*Hq(xoZjA7FrJ@z$_
zOiIkbu%|$n0>|~Zu{E-Um#>}pV-zz*@90)34>!u)1s@!Go!i{|;1^=QnkV!_PJcB<
z0rZR7jyz$#{=(8v7o{w2_oWkDZ_8UPAvjmj@e?ep{_vh4T(uvt+qlV;ocRRQH)GcA
zG_IN4#gs;TMtS|C5nIaQY+BNSvAOh#p*LS_>sWsC7f%2M8k=g!Y_!7#ryb_piz6js
zc3>1vFi=wuPeO5Bf!R|UrV6)PkE6aQNWOz2V3+(dQg(amsUCX<?GQ&;HI_OkDCiq8
zPJ0Y9&)^y%dNHxI7gOj;N7I68(zzo$rh;n|c0nI<QI|t(06p}~Jt`g{{zo-v4kIRe
z-6^|g6Irq5Dg33GJ~3MYG{J%x%as9FTV@SwVJ1+}XHAT0gbdl<i}hc%Ukj>2YR=k}
zVA8QgK@i*=@=$|)+#FlTqN?AnZ}D!P)FN$_<sYFKL9Hu~RwwCYOIL2TWT$pMfL|}L
z1F2{oy}1m6?*2@tYE7?R7;|3e(=Dh>-XA?R#1+bULuH?j8v`u8zQU*=Q1<o0v{gs;
zIyAD*&DOHe>?K!EQFE&{YYfe&&<-7Q`M1)G=>HGmzA`F~plKIE&;)l69^BnRa0|iR
zgS)#V5L|-0LvVL@cUjzB7g-jUyX5`ebH4lI{=V~r!|9#rnXc*Xs(PyGnbnp|m_*s~
zJugS?>c+DA6K%wgJ)IX&@Ex$d9UqZsCa7x210ue%m=bTzRZT|#m+It9q!8jHn{z+&
z1u1+q8q$3cdm%$m7w_iWRKIJ*QMAw58C(T=O-~d5V2OcDPs8<t<l;c&#+JsqxxWuV
z=tufPQ5l8)U)gTbd;GR5?P0Ny@kYZw3z&VmOdq>ah>p1~`WT5z>^3L>2AIgD^r55%
zUXEiZ4RC9jN>MDkA+B32jgc->O(T-|QbzQP;~{ag4;#A#ECf`<{~SR4R!(_y|1k=e
z@FyFRojV&r_Q4Oe=kf>>zsQ}KS0*uTYw}r0@p%0-dv5;*j&dDm&<m+ndlCLb$UqiQ
zd8}naNN!bxV(}>X38-F1uwWj!ZIu4tsYUg^V)dl>yK_#6vNUUiEMF8l?4*VE;;fb_
zK<2c3zzV>>Fz?yoP@BB$#6Fsik+LRdC$om$bo_ag(}2UJ@K75D9~3lWmI*-eDO6q^
znCiG$U`-CzN!vh6)MfQQL0IJgj|M5EqI{9yKiO(6jxGSWn!5~WhcDS*w~Ehd39hev
z3OkoL+6z?HL^tuz#T$}JpWH9|`q96-32#TNOC_*7dvm$*e#Dkh%|z}Up`PCGh&m1H
zsU{wqEuGWBq^09>e6S>Yt~)0@lBE6BAzF`6s@ztG23rS0Kpv7vW&O!cDD_BKILi%j
zR3U($S3yC2Q8$aBv6Km>2VqvQKWfa#8UA*ML+Cg9nY&w2Q_HrBY4(`P+%c!gbB=!a
z0knMvUXb55iqO3)2lq`n`Dg0)#9g{b{j`^TX98bi(3{jE6jRm*(A;4QtsXU>Ry|R?
zO}fm@@=w#zUmK!e?Q1;S+i#1h!@_9?FehK;!4Ax~YTjR`>(yY+?N8^m+B-5NFxeO~
zVS+z6tT~0DE0k@sny`=FV6i=wQn<s>)a@kZK_P|do}I6ayWuJiMmM+LlJ8){40KQs
z)Pdm8>lgp(+yi!A`U+1s?=bn;I<9FPBkvJ{JF5~@{dC7hieLKHFDMT~n<>W-EkK9A
z&E+tT<_~|Rbj~C9x0b@7e|?&w6?8fDHm%+xMU<zh7}1ru1`VdP+0fATI@_BN$C2pR
z>8Ytn<uJweMb1id;PYf+$o^0fxZN-7@w_NdW>y#Q%j&CMNV^HaC-f$cpjUo%jVhjJ
z=9KxQtE)>(&om%)wvu9mgcR8X+swMF;KjpT=&RfN_wUMr1=Y>`cK!UkXFn;E@mf9l
z$IdIJ%Cm4v3puBDBnhMs;SP>7Ip)rXp2rAjudsyFoLURc>CcUL;nfM1s}9G-0i)u0
za&ztY3@_VIK^-Dz6~X7SrDs(ctgXI-p&45I`}<jA?VLe&;j~T!QJ8S9V_soy8EVyF
zQZjcs``v;Z0aa-8)hY0=o&J7~B>Z~Mi4Wn565~{Rq3?@$`u9Di#U`Eh!f$D2vrTy4
zqi>TAM!9i0jj#uLRP@pkz&H@j=fuOZ-r|^PxjMRt(lTWa9TQ>W;D{=y>*Qp#-}#%q
zH|%uXE-tUk*`*7lj5c2|9oRM+Nf&UiJWI9AP5?nou}4&OQCYuqx~%dL_Ardr>pc0f
zik;t>jc!D-_Fyj(i@v_vQt&`3s$XsKO`IBP%y!VQzEz*bIB*bKuODg<wEK=O6qeFg
zU@3b;<5_#0t-M3R;$8(l_!>9P&w~X$$Iuc@%KVvwFmKd}Us6AXsg)amu!%+JZB29n
z6HrK;yw1gC6o|ueibVJ;7d+D(iE)GcdMxLuPI!R0(qZ)eG268gL6dTZ2OkU=#tbgc
zjY8T_KJgoO8WV?P5#cYd5g1cnZdK=JR`^MG@<$;GF_{w!UZlm!MeP}lr*C!p|1qb&
zYud!f4C{_pfK(M<IJk+dctKGV&R1GJeR_9Rg(wD(+SM-@bo=7Qp!F(tWx0`@F4Z^b
z!7zMacQTDc#utOZlk&&vL^IvHZx!URhfs=%6Q}r5ht;4;=XHR-aOkd+*xLc72(H6B
zDH)NqY>dlaqI+C5r!|ziowe5wGsyP9DDjNG4*}1SyOzh$iJ#{CQB>|~cGDshH6A)I
z{(|7BhU=8Tw8GX+f7w${R-y0gwR}*;D_Z(DlPZb@|LWX75y<>Jsy3R7GN)&ejR0_%
z8_R2FG>hkvCs&(5U<L@sDf>p=1C0B_S~v=tg-CaJBx4OR<q-8F*(rA~??Y$!(q+Q5
zw|8q2tMHzCTAaX|B{9879Aaxjib>kHlt%uRh~y0>Q%MIx6C9FH6eo|*6?1AUhWy61
z;Pl4c@<u?=Ssg9KpqmyoH=R&dO(W_iuTbDtDk0v-M8j(Ck65H@V-GO>`+6J#i1%Q$
zsE%g>{tm9MOSJPoe-x7f8*r?)f~zA+GYsS$`sEA#i<{N*jjxjpf8<*a*ra=yA6;CM
z;c=B6%=LEmyy6IpC`!nil51-uTH78Bthz9)e;1Q-#v>-q=i9zyNxvyGWhV=)Uj$q1
zcD<JGN>!s9UqUCg$NfCHLkqH6_L8r6C4q7de4-9vj#XD;p^o?j4=N2}6J2{j)+aRt
z&r{&p)j8A?AkW#FGSKheO}P9>XVW?>Eiksw7-MV%WE#pL)9$XRFF2IE1MR9++KPmx
z%YD~AXdPeFhRo$Ne4;?$4*17M_JvA}3wjCf`pj_?k-)n;UEfkZ_p!4MT-ZQ#M`QR>
zVGd!fA5U}v&o1ms_0xZKdXtGXhK}QRTzXq_A{1V{h~jWgv!@WkCa^Q!NsJ1X-I>F|
zcK|OML&CF)RuZLzFZ(ccTAYi4uQu|0u4W~a=WYBTcINM?jX$SAh+>Q-S<fQ+`Nmqy
znoQQ2zg`j$j9!SPMnW;@KuQRA3PjcPpyTinZu|3aujW5lJ+pB=hyv}A9HZN9orTJ1
zEWa<jY(ZOyWPH)e2&3EsJ1O|1z0Z$RuSpI>(~+i4^emQK($m};w~GdFujE1Ff4ANv
z!}XecV)+?=Z~H@z&@{7}V|Zwn8xz6edO++_!Jzl#g~-o=C_wOG=XK2V!p?(72PSnZ
zP#kruYs@f0h7YB8zs67;ZSWu}*RQi%Al3TE@iNw5u3JN&P3zdqKsQo+Ilm3_d3-^9
zCH~XOgvAv?yU`Q;#Tb?>m={FKh}kVZ+L&e%?c~}z*Lh?0J0sQ|II!7;9rq4a+SeXD
zrvl_qc`_3t)=?5dxh&t_<ZD;-UYOvzr5)!{ms6~st6Q_Y6_(+)wNr|_&deU2tocy^
z@RpI0{@UfUFSe4^+eY2!IkB>pcv9`aZ==P=Hw$e914;bm4uT25)BqQ5`P0YgfBWI?
z%7E&Hx-;De(T1>Fo_Qfg21BGu8YFkHAW3lHB(o83Npm9;x((wz*<?Z0>MM_v?{t>X
zb1>_{=qEMC)Maao6Fy6h-h{2dh-#JVDzvWx*iWKQc0QE9MA1SClQvWE1N=H)K87#<
z0xA${a9-kMf{Ab>77ZW{h9M*B$$ZncpFX;*uVC^^2kVb(g-<3?&9^N+3o0iE&|kQ1
z*~q?C1PbVFzzFQ#hK@O|bt`u~Uq)+5bZ<_7>>QQSv}%qL#Y3zN{C;=L11Efk;Lz%F
z2k-SOr)k`{+V$jCmDsS-&d~K1EJv`M^@7@8^ZJv@T4O3I^Q^(hPF{QAcJtHM2fFu>
zAJ`g|sY0q0`J9b?!GhlX`tbkkfMB#lO5t#admgw)p|K|1=)Ae|S+%qo^ecBXzW%JL
z%L<njIUm8_Rof;Jgmb|{s1k9k?ues>9`E|SW3fh`<Ri0yxVau&B_$=g#9~R7XZRMz
z1n5B73;sXj-seQy&jU(-G<x7hK>`De)9wr%N$pFrpEJ%x%4!l;7huLmCk}Gd+b)hx
zI(&Wz3j0fAmo{D4ejY$2ztA`u%qhE1mW({n#C(7nh7KP3_FW3;1wTc>cevsR*jS3w
zr|{j-kSsGZgFm9Ut*uRY6gOA%cWKI9xI)O&t=eBMc8{n#bT(qMOJ-`NyQ}8Eexv+D
zO@cw)m7X=A+Ia}R)0A$sSD8nvWgpSkRS_i~avtsA#(?^oC7ktQb9~Ev)<@hmJzZTY
ziZ(O_JQs6t5>>a%u4^`tp*{LQj>kI&pJgZ{R=Lo~W<8ZLH3Ws^`Zq@T&$owAs2&=b
ze+3`TT)h(-)D!F0BvGDw2=og-HVFh;hR5!NwIpB)xfqQzSR;ndQl@1>ND+)L(bcHW
z&BT5zM$?7jxS`yW9G!P*K<rk{V5c}LxEWIg@{|;7o>W;NZnL%fNIPIl0JzhOIJ7a4
zx-dKB!IS>IaU%R*HK}P!_EBJUruoLpwa4e62xwU;kE0toh|&1b+Se9uC-$S9j}1_v
z2wv~$(1h7^Ra7B{l_w@}V@O>)bb_pL45gUT$pu3bb+Rv-A+bzu&}Mt^&hk_3v}Zw(
z(iF4=%tN~K{EKMxWw%<GYxpP2Ii1{fx=+{R$Wnf9XfgTZ(dm<^r@ADByKvkd<HZ9w
z-{3+pagEJ?Z_$899Je7nxLbiD8gibd{|>%W`tbO3Uv&D%Gq~({&K$1A#kp7W!hBBR
zuyO|)gY3*eMG_v=FzV;^erxaQ=HSrPP#K-5jRV%ZYr?L@q}q!I6Bb(u!3P}UDRcr}
zI5Y7em;Wgi?aPq!%;)Sb8&TH;^laM{Y$d+l*HAu|-FH?p+tuh@q~TV*5GeM$Q4>Z@
z{0IP8fvjFZyIeAv)-BBa-S}(CQ26uzWeRj-Ig05J#S5>I@}!9CqM`Vq@n3Sm)o$CB
z1$`H1jB5EbE*B+Aw`@r5_U|(B$6Y$EGK4|d0mP7%FC8!cstvb;B|Bb@Cq8XZF!m|L
zL&7<4F&1HgSg8&CALjq<5MdgcEkpwn%%Z@5PYG1v;^NXJ{soDvTn79LB{;L4>}q0I
zT#9~@u7|Wv^S$ML=VAh=CrV1V?mEGpU!4<{1D6H{;8azstE(+8{N92q914)oO5h=7
zWZYqDYHG`CW4xHGBO{-zY^a0Hm9?>PKzX^%npLdao8%ZFMYsrLd_P?<bkn{-${lk*
zBZcKUJ2-#k_`yNIN)R~*IjH9Td#+|H<o0nKK%e;|=UB0D{@C2lht7Q27OmKj(TOR)
zCBKN#6rV+MrO3s82`7CouE>%i2Z=_$g>$9_{w1w@nXaX&D=Uk-xNvHfH-zV5<l1PJ
zCmtVLLJp{Wv$w>4^M4$S)6$l4e@aT|JSJ40J}oXTepgkcLVT+Rn1=fwDcneXxD+*9
zqj-C7A^UG(D6|Z*4rZ+<H0gg2v`qaLj&Wv_mg++dty71LHrM8V(LNIYFV@Lv=>Ppg
z_R%ran;a`!B&bXlOk7Erc1Bb&eVhq=&(8a<5!<I0Q#!w$JVX-23b*wYzP5~T8Y2fh
zx*VWJ-wbR#R#5N34rK2BExtd{*MG@?$An40+n<qtX*na$%4!LUj6@bDTn*@yb1bl{
zw3Tm=Ue+0dPoZM)Tn?B*|K?Jupy!MuS<Yy+zdkDbqWf)i<si+P-?NDV(-+v+<~9KW
z5-B{vfuRhJU$G2I)TA@cVZYp{FL>O5zrL7x>XY0rt+}i;ssXcTz*~*s6IWAzS~bvD
zQ2oP32uSqp;mqKXi!b$_Tvo(|h8T)hfWX#M_bz3!n@gdOM}>7-FFhO0?ECkX$9l@A
zHb)Dsgo@GEyVFokf@4|^QI*WApPv2T6n)!Ux*zI^>KdMQBFW@5V--X$k-7R&vpY)#
zp@PCJNkSjP%m!|a28`RGc|d2#YSx`Ym+TAG=cc^@w_pQTG13QcgPjxU+k&|B{rB43
zigr<%t9>W2$tC%B_>17pI@-HmpP!Mi6FA47%jr4ko_OyGU*hzouPFo_T;?w>x7bX}
zpMtnwSF^H^fz#P-dwy-f#{{2Ci%hp3aS@2O`kI2rhL8SuwJ19R`q(S64JxbmmL$FM
zN~#Peu`_+k{l`DRWjj?_aZTip_dl&3FzFC!zr?Zmd}a0q0_LCBLAJ=YO#9&1IQ`I#
zY!VffdHdt^7y{M3<9bVA$7s~*R|+Upl+$UT<0H7iZ23;Ft$qgsUO|P$vIyqf*Ben(
zoO3j@wGb$Z;9tP%Q@yZgP*k-496>*Jx8an}*is3&vWg@D4)sCN*ruwu{=nC`dx2fm
zX}O&Gvu{ic%BC=+aB=C>9(1UcF&TyvJQp~ZcGBnd-IBqcO~jtkUWgP{a1>WHe9ojF
zd)jdF{=<^3`v_SWWPP`iZ!5nEMz>vW{O=gXS4ke$b3|^af#;9uz?z-3aBk>3Gh5gt
zecb~{zD|#1N?c(mG#~YZa4$cp{`T5|AYnZIoj(i|u52mPg>${x-1p#?J^C3YB{jwI
z4ZWMb(Q<w$RMeyH_&#s0*StV8(z7+|GF9q?JwJL=3%L!P=)nU$n*blc@ww$>5^Mt0
z(@Ck-;?l2%G{&XEO3)}g@i1fAZsz*UwWH<Bq^j)RH{_#Xn!$>zheRXD=&SEZ3k0~7
z7AVPH`@h3`I&%x}Ip69+yzc{VT>-`fec!dG_RZ&q#kY>2?<&3O1N*bK?iLob<?<hI
z8tk~#{7Kfv2iu-&m3kz3xivd3XE7qURn;bd!L8vQ&Rv4-t*kqKlQCcuSmDNqFXlG?
znSd`t?2xV50iJGZWB0GLNg$Pok}Bx?`9_ojHL$S)>PJ=wN*8nR0?oIZHEX;rA6$KJ
zU1`bA{?7;3E)T7)m9n|eaJR~bJ7rrNW^~%Cw)=Jue=hG;Q8J6n9f+0dN5)GYva~v2
zye_i5ohm`oaSI;y2B;(ij<~N6Bi_~?2N421-&d?t$`e-PjeBJkZPPoQ;|^kxnp=a3
zYkMC#me$?#f=;+CKQonY&-&^155Ng{E;nlWp4GfHGFF;CniW8;9!zH>&dqT!ln#{e
zD5!f;Kdpv#+O`gf2NVxC&`jtJ&H_4^LgC!qhjfYVPS6H4V(%Mn-V_DI__=<|(k4E<
zQgvce<xlrK1CBzbveMdBS;DQdnjsM1#g-#q>%c%gX?Lxl?iDmsV+9z$dE(<Y|J<s!
zw(W`uld<?J&Rdy(e7`h$%h@`yDltjuceVV<bG>}4`={XD;h&%M>heVV9+8qT>EBOn
zmVB$?uTB7O!`yf+F$;gRE!JT{h4<UkV|*R1+;!_b9$phnMUh8Maccp-3Sw#Ri?ujb
zrU}A|b89hd=oynRwbRxH$|oL_wOUvw-=_(=2+oa5uW5fhUVk{KNgBAO+Rb@5=s18}
zbvJ7DGzssCBd|AZuyQp*phHABU}r3<Yv<{8`=8MVziDL$c*m(!%={Tgr+1HwQpC`x
zJXJzFNM0{4*es~xT$RQ>{l`nXkOl49z$G7B*0Ac6L`=0Ok7){N%B;8<w^n2p8p#+A
zpQtf<>^Dt%<?Tt>QWG5gmbhr;m3B*7xmorCCw$ux4!mh#c+^IJ9cv9LX?XH>w%U95
z#C}Tv8FYTI(dbP8T<$;%M-h$xt}s}#y0KrxN_InU?fWU=yr$Eh`g#%cr`?>^lqXp;
z*XP=ZXcT;c>yO+A3omY<6;>vf&fD|Zs&D6zjj36o>1zAfZfVD<zMBocKk@2>vpjJl
z)8}7)$0M02M1OCi?5^o|>lydH?Ce2ZJI-wG6mMDs=y{)noPK$1hCh%2AS-%OLDzT@
z%BD6>t={y`M{5FmBfIL(bj?a%zo}bX6uTF$4no-3m8Z^aDlngB1203{q6GNST$m;(
z+Fs`(Tpwout`&G~W7<JtiXwnp%iBD%R3O#m<~pVAUYf1|P<9kJMsi!ZQ>ji0wx4<2
zdMH$E6dB&{Z&R<J5@(x0ZU_V&u2Y8EmV5gPO{}>?mdwkYhTUoFQjO<A0riUZ$=+PK
zh~~VsU%7*DYg+aeN}2Wb&psGEtqI+>C4<G=YUKs@LsSoM$1<TK+ex7}^W$<&I{M98
z{Ym7thz<_<a1K!~A2vF>igHlm<JCdYJA2oMw&CTBPurbDc&=HAduid#-hjX~CvI0F
zF8k)OzMc)Qy7oAUT#}>ViC&X8eOOGkzcqL6=Lnk-KpZ#7kpWd&P4i3lZg&v?7v}=t
z^Oy+9P|YlHV)0{v+JEnB=gPbDoN*irAw=-10@-V(wYM=QJOT%k?r$8i=}o~qFE2<6
z?_1v#6bZ6@Nt$!HU@Cp5{&|o-?EZEUnRk4Yd<s>c+#z5S-^mJ>X@l})^Z`}S+Q#~>
zSz)%4_R&wF1+)3$1g=sZ|D<Oyc=QfbVwcP||NEFA;a0f$SE&>CJJKTNy!QWS3O9;>
zsVX^;_Xlq#iEIIn?Cp3;C)l#G4N<?7LRznaGxTO)Gr&!_^}Qr5L=S)LDCGCc0Fb^u
z@@EQwr!Cy=*4v*r%aapUn2n5Kd=t-OY|l!|Eti(NeiZ}7sP?%vZzd*!+Us9#H~Q23
zfT+ndL@Q~!>z}p=x6ZmC0xU;4u`ON|Rygh*P>@BqaVe8c&GM<k#UC8G%bFv9X)yTW
zBwpY8q@HEN$A5qB3y8CU|5)~N=NMj_WVRn4m!hn9+nQ01EV<s+IqV5B&0eskg9`}5
zkM&MA1~c6b+-u0olhwJga~9J&B|YbNeC$sR)w$!`|GV@DBvkqNDofF}2eYfH&=eFV
z8`PgrMn*?h^o}H@R8>_}3tC!IA=W44Xo93J(QILCe*=LR^mjHlzckveRn^w^Lagqz
zC?T3p5VLZYhp$0MOLmpyD#F>UREnx+DY_3+xArkT>DfLdHmKUl^*^M>5C?!SRthGY
z1{8@m@Zg>euynY@mmSmQ#cSbXp!d+m&~&Qe%Jq&F6~uc~o85~0=QBY5@GaQL<}>TI
z^l96*_hTvubeCz?x}TIcHaQoA@xR%jQt&b>7|d8wY+1dCTUgNQcVNmKSz#vMWOkGW
z)Uw3ZQiaxM0S0!&-M8Tqg@J$q#eZDV5Q9Ns+D7_c$B+&eJN^9D&L3~j&8Bn3b+hCM
zXQVx6yW;a9B;8GUpOJuh`&B=Ja36)FC`gC?FPIj3>Rg(#XA%Zi64(3dwiJC4<CN6I
zvH8=3#q`aMVNaWL*l}n1`<)by?XNx;_H)~;48QsW_jecXMBX!rR8vmijY63*YE{Pc
z*-i)0#x)tjgsf@G%+JKQ2UdziXV&3Tqc^U_YNTCBd-=W-0y3F<p&IPY{ct>{v8m6c
zdEP_3YqFZ=^W5a-jTy_`pU3<kp-soG#7fz%wO~V$l9J*uXmtI8{cv%4xiwQD>oPi0
z13UZQT!0oiJ+37Q{dbbI$a*)KULmm&DRVdX$KlR$vizgJ$Calt<j6fO`Se0xw|feh
zHNl&PMp^RIq?`5vil8e*-&=-)jZ>4CY^5tJObcTiS?a-9cDmoIGfF5_Jhhi88cNJ*
zxauUMlzww`HDJ#gGx~f8881#Z!|OIfDK#JF-3%F1zI<={C0QGW$XF+gG_T@U6Fns8
z*H8*q6TLW5PN3W;YCs0npiJ@Hxk)N*$|3C0)zh0F^rpj{yKL?sN|!Sag<meCuYqfX
z{?c*O)#lUWH|HDrjcxzjR9|}u7>P(6aSI>LO3A-yzMUxk>0qlN!p1<|oi#=OO^?Y<
z{?CzPxhd{;3WerR7>OE*u-~G|4W=DI6*uK3HuqRuW5{BK(7L-sx$Ah+4<Zy>{`1^n
zyb7LqFwQ#xmwNH?BCzj|mqX5uBA-s8_1wYl5U8J$fcg6eFzd+bDp**?LidGWyg_$%
zr?pN5Zob)poc}UBRXJ*V=3B)bH0YgRpzvWSQw^Xvj~;i@eti|en$Tj@D#x+u)L@f`
z3uF4ZRRi7VwVEpbEmGW5=0j}Cruovhlfl?@85!mzuG)roXQ%XP@k%qeVl0lys6xHo
zA$pZ|uCgYp7!8bIDznS?aMvKiQ&9143S}ftZtbu-d?+b~MI}UxVk@??<YzlOFyFbm
zHEeB}?ApON2Edf{It%5v^@EieLS&X9RAH*%GGk=r$)^NNJhYCW{lA2>V8>po2PPSM
z`r@)@TH(H@oK0Xwul>@LH~Gpa{y~n@5MASPMNO>kEFtPV5CO)bmL_IQj*DoV>NZ@5
zOJHx^n_NFz5+8FiXiSG`*Ty*20y)mKa9y!B?!%?AQO2L5lI7nq2-8CIXDS$$Z@#NZ
zBUQ{Bn=6Feotm3FNwe1U?L|8}IUTLFa_31#cMy}+$>EMf;PWXR^u>7gKv7dX7!UWA
z4|RJPna3T(KtGZ9PTMFL3}<>r_-~2PU4oQ`xqqJ9^*F4=jituztMK`m@$n{>Y2kDJ
zp1P{<>x}um{$6K-+(S>`=q&j{R`E+Egb$KaPf5DCdnV6@BU?CqWZ93Sk!05{)Npr~
zY9Da`%Wc&eDVc6XRUT3oZwx^iAkMCOrQX@`_dxSmK&kr4a@pI&)pA`4a$WewqQ;-^
zb$vLEoS6c5?D^MD+l~VY=_g|AB7wyxUTY|=a(3ag#Gpq|>*Ad=NU&d~3!|YO|I0*r
zj5|-uCT2bQyLT5eP^g2ora$?u22c(Bqe)p?yVpdl*1zM9l+^XRpM`Egn=vw>4mvLK
z;^{Xw7=QFV#$Odq_LodHQL5#GXep+_a}b{Q1G2&CsHXcf8y<IFhqPVGZ5eXeg9l1=
z2a|aQJlbQHfs$UD1YxuRguOt~=BtsJ*<gP-ZgFw((ea-^b47W1WL##wzKMx%v2SUw
zxyW245!_hYG{yhXE8o^6Jv=-L6a8qERTENE2}(*!n;mxGOiWBvR8_aOw|}*^^1Hga
z>JsOoL8+*#=PjJj($eNYc>Q^Jd8gaG+)htVtLp0$0wKT%kR>WA3W5)9a*Z!Tunu8y
z2wb!Xfo!JDr!4Csy*XU%N(()nvO{3m{9r9-UTtmd7MBx=O1<{O*+NvvT8fmQ_}>Uh
z+#K}`<ksf(TGrOq$FVqZ!vZlsKO$l17H}!fn{zmyuV;`5dS-tPyB2#}uV?@866be>
zgoG-p{SfUJDWQBjR@~k$2mk;WZzN=m{(~`{1q;6Q%8}Y)man}c@#f_h{|99Xbz##@
zOLsn*FJ}r(%-3|TUlv=MpKk!_|6^|mY4{I>Q{=!_USg>`L*AFs$LEkp`41Axcr(?f
zhbd{%h2PJ7gHSt!+`RQUZNWhxzm~7nBNvPPwjZw2MM}&x^8b!t#`@|^;N|sLf%5O;
zA={Fo>)LC)Z~4g11pNH`p4W$DS(!+0mw3YyL<T{|X<%ly0LVf3;NeCec&Jjpk;Cw2
zHj?#4|9<n4{{0___W#C={@-Ad2gDLZ)?0jhc-F-V`=5Oq!Qmi|<ZZhA+s1QY-X84V
zh7Qs7|LZd)|KEQAzT*}a9=yw!O+SHTST)H<n9WG1^Wl)X;nqbleME?$_Vp4PSjI*f
z+}h!Z&1cueHyPYzCJddY$z)Jgmm~*Td(P-bbxrDq%X2f5^bTNjPA=Y<3OoOGHuAJe
zxyan&I-8Q(KZSM=q>l4TyZM}|_-E|>Ep#97-gmj_G6112YC3=I%4fbSm4%UMGT%+c
z`)f#6!%C`Dw9gBrahC8BaKnxiQy<v*Wp!pY!fy*JrV^)S`#Tl3{Cw$l9=8JP%bAi4
zpVAWmNob_$A@5r{J(A3ldtGdrE^$Z`2&;_DQtrJK-7n3Wd$c7@(pqmLs$%5<j9T3d
zz;q~o3~i*j86!Gr-IeLB0TB$*V62Y)N^T2P5TjG5FC%Iv><W*w0W;x?7eTk4jCwGb
zB7gJwj%Z(iIKr!Sp1X=#C44Yq>|4|c%>ZMv1!x~l=o-al$ITNm1X3({b@(Z;$~Uw0
zg95*04C13<*=L*L&!6|s7!NefuYTN{KR&32BcHafA}fq6dM%|4>7A{LFS!UoN=ZkP
zTaPx%l~Hm>Rd<uB$rMc5I&qRJP$X7GKISvZd|DICEE@-1)~`CW1wZ6Kh$s5!tx{g^
zyxUs2q{#T>Uxsz)+Iv%Y1?Og7U|RX|Nf~ch*;8f#B2RO)>w&L(C>?nlN0*Q^qVKj=
z(bww>=Vs?8w~ddtE87yh+9+zQ+m{_;o+~?!NkK2D*ZT#M_37(=ztc+|R24`W5B_%Y
z*LqtmdeznVij2Fg>p7<G>6awps-SfEg_*gkDLEbz#n>e(x#y)9eCXUiTh1x{o95k8
z>_3F7z~*ZRO<z;)`eSduv4BC}A!tyKr{7o>Ni#-w<3RgrPh8IvFcY5XoXKd$V4P)1
zr`dYV@xe_iaWI425=_<6X1H{*?9$NYmN<m_jm`IEq0gpMMlsUFFRAkCCQU!>w(*+C
z3dCTNsAG8Z;dficC8M7dPyZtBBwAx_I+6;CEzh`<AGagulqys2juAeMNCsQdHFGEB
zz7X%R$0AeHCnmjAt-4MB%WilfUe*OCb3sy?*Q3?jV_?-Tq#r;|OnyF+&rW5&^%*6_
z$uxQjH%rdY8fjiOZZZ6E`}bY0o<RRyU@gPbb&H3Xh_(wEUlMEh^;*H5Aa4OvD3>xq
zW=C>Lr+u$E;HYRLPAaey9<pDfzM986mEjP8q`i25#poq&ZHcf_5?k|F&)M^&ETWML
z5Y?MM-m@C&5qQjJq+;`yrLf{;t!vdqk=zCL)eLx&il<Ntvd2QV*T31!r?tbob$o2~
zA?XRziOB*NhzgXT8t}GU>|d>$0|EaSWejOyJKpp)R(BrBKU&%yw83J+j4+v#CBnNI
z(@h$c%GwI0G}$icU8%Vb3s>q<;w${A95DVdZD0qv3s6_TVtDYRhLQTg9BRP^t`%@x
z&`#Cugkp-1n>&y#EB_Ot5Xk9xVGScvHsJXn2Cu09z+{wf{y?U*znA&fT}FK#>X;}a
zyg=Gm>QZ9M(OK^zq?*?%I#2sOA+p5GU-RlqS;|5YISC~it7=3U@=o$N4Q4_CQ!}nL
zyAL+`WH7v?#`yeWc|sFsYA^vSpPBuZr0QNA$~-9krf_A`@QQ_R{343r4ZU-jWxI;>
zj)336o7!ZB6HEyo7wxQ{fWf<$!w8MjJr2s<XS@+zDMFdaauFeHfrHT?3BRCt@NmL+
z5iBFN9926LFYWKQqMROOE7pFtClZP>me$!A0b2}_dmKx_@uXF@hxDf$Y7<0R;ok_}
zEb%~6S+c?5+@x8wS=asOU>AG>$>ZUmM=8syXfY%2<KSqsiHk3Uv2r%D?3vOOOk<A1
zhk}rI5jWKGakp=0VLT;yP2$=vvR}f=g|SY_Zhw%MJS2k;19i|;LJpGkqHrQI_N{cm
zY5Q^(<&$kz3|FPBGQo6|R&Jw)jURPrOcYEAKSKRNl%zRBbvKN?g@srU*r!lhP^+SI
z*a7S^I~g6K&USLl_$Dsj={{jAm-E!+`Sz*YPbt-qYuC)`D{(5oS`R+beeaRG`ln}Z
z%8V?s#~*%DFDUOc5%w+2b6T4UR0ky+IC+!wQls5UFi;Rn#?HAz6|lxNiD-H6n{c`_
z&dY{x(0lA}Xy2!O_nItf&4Ny@3AvqSt8slytZ*X}OKRH5jA5d)5Xw2_c#xS`J)H>o
z>58o9inkabvS4ff*Y%^DDr~F5BI~;TC=B#Bo~M<rq%#D7$q&DVG5dkqRtjduwrJsx
zbqq~E^3DAT&lw5&!t@ubZg)n#HD}FtMjX}3n&pNsI;_1-SkA>i@7lI@B^qt6$hO66
z{amROygy9%Nf}wQ)qBfa)oMHD!O8m@?SA!(P?+0bV^iR5RO$x6JH_EAGPg4&V@p=_
z%gl!)Oiwi;P7#31d<E_P7?j((He0frug&249Qn;Wbvr=fMHe{KbJy+7F&+~($#faB
z9;7%O;C`@xbOYlFTJPzIu$(*b1@(z1?k}Qqnz4A{-t1H#vnBfKOvslkwjOB<)j3gH
zY@rD~DBJ10==NRt&38O1O|RT+_9wyBk}qb)`uUFb^rGDlcArMw8i);>;Fzks0}w4a
zX4dby)!KI(G(3sGXX$R93Dl3bpk<so3f;pouEVsaGAO<KTm1yKxSNlvVmGaJZO@!i
zcZ=~cpiqu?-hNSeY|Hz3y<{A!1;1rSLe6c*EbE&oX|(tr!wS@jDJ>RA{m02qK-<Z2
zSdSn1AUZGk!a8+NJ|$)>i9F<aES%S3Y1h=oAeAX&@q&kq9?BRcbSq9n8GWK;OvllU
zq5E+I@@1k7iSTn$1v^S!8vlEX;Gty!%*tNb5T87*lreH4=XcWL&<xU(RNPM3IYB?j
zzm7jDzx#?fPecvM-jm--ah?H1?7j-N1Dj7yeKb|z0@)-M>>Gj6!I&k(ls0Z>EAoOz
z{I&L(JiosaA1+9;x=Qc?XSwYU#kjN&JYzWR7|=`Y_Kp;pe+_!X`LWD8GDZ9Vj^)>p
z$6X61rqYg(p9J#fMBiy0d%RQBu9MUB3aKrul}<6=94}@qtCm>>Ezrd53&lmIES+lY
zO1_NXVYm`rrq(BoT-k^nVf8E|D0w*h#-SSi%~w-O;l*SQHb^{Bb=(3QECVD6hW+Tn
zs+spTAGg(NAZ##Kl=<H>zN{J=KaP${Q_~JMrf_Xej9n|CwC{#*^Jkr2$)G&<hY!HW
zfYw7yXRPk;7}vyae%g%PP8f|(%tU378>6JqJclTZnx4!4B(@z5I%AE<hzVWLZ@8+Q
zZ9erGPg)h9?z64dT1l3k(Pq@m@>GIUivg=3Y<;yu>(%L-b~D4)oR@5|^_3x;`RzaK
zGD8~&zU+fAL)L*~>{h5TUe@$Zo(1fT0-17oCZv<!$X}e8O>G-aDf}o1L0X^J<3(q7
zKhMOcSPzX*@!JTkzlNI4M5ui1kR4*`>?*m0u;IEXYIY>0+)j0P^0!B)>#;9+eo9l_
zA<P)hQ4aBJioa$&av645A3WOi_>CzfbH838``pbCq42kgoBnr^S1O4cWah<w>}Hr8
z+dHjBmYdCIv$4eRQ1iRFLfzkbN@`DMWTbKvXStW9L9bn=^AU^@|9S3MbDeOA%FulR
z;vvtp+tXVNORR8#+Nl<!{!Nub+8EZ(3z3b@#|P}V<hrr~%$0!-HLZ$5@zx=}s>plM
zT4~|c0nikqUavn{M$?7HOoB!J57XM)$}POcd@f<`APl*?9lc$@bhXYWdx9fzUok=8
z+WtnMtCe^A2eOul$;?sJa=(uYmV9T0mqG-uFAH_y$8{#K$HR8E&Xz>TzK$KLgU|Pb
zE`>SMCrOn>>_!Tum029GzCtI2oKNFQ;HP>5fc@Fu7Mp$x&X+9JeV0-CxmS<Ncmlt=
z<r<&*7SOl=r}r!;=$s~e?qUi2*wobd1zAI-%vZ6slD+>Jvl{joK8bL^p7kW1??JrX
zv#9N+o({bDB6~bh%XyrGtY4g`jz1Ufa<ZW!tdUsw?Rlt(V5G9Ra&l7nz=Six?5pK(
z%O<rv5?R6WC|~hPU&nc(*Zy$sx!NSFxp2wJ(mee;wKa8h+y%g{xW{o8s#<A~9aFKg
zF$jQq&FM1OcKG`N0{2{MavCg|fUVhGye|(uTvkD_$H(b}`|h%~C1zkiiHM(OWT;?i
z1yh;+?dc``@nhD8`95C6@iCQ$<=BRu24Ir=`0%&*F)l7dLZ(@Yah)a12U9JTa}MXa
zHnmK?Bf_w-u$G1V?K;RRs{jjpo3bQMNwAtXfNBZMoKS(Rime;pQm&*5cv7{j3TP!r
zP_wL`)^q{zh`acCCTSI`m3X}#7SKV<&aIX_aMH1xmgu4UJiZc8RRt(<nzZHe2{+4^
z(~J8_t=$2+I9pXz>1T6Q%o;ztXg33Hj%HQdbemeHJsa!2{20Hh0yBz%<z?F1Yv8)t
zk_ZJw=Asg<RDudV{=gF24GkM-i#!6rs3x+mS2xk5m>IweNao~G3114t%$u|4)^~YP
zgxpofMcO|XuG6<61&LmjTS&8$Sv4y+h_9)1c7|THo=!XCytHWDk2haU%O<A1OI@|?
zpeVRRMRh#A*pv5tX=#}ey)Le8#W`JlaT#w(Ba@1JbAE~C9+S&*dxzy*Tt|u1u0*{`
z{oI=1?3`{QvEI<AS}myj#+Ozc*~MP1ut0mFw@>0A=lBobpthn<(!Q4O#$SmeEKUKy
z0|Egr%b@qi`^1eEYl_G@pi_)$o-%XM$_rjuQ00(~x`$0Yv}*la>p2EzYl9x@7;EG3
zY{|V2vW<5IQ}W8uEJS#!fK~Cx26a`J1!s_uj4Hs}mgpUT$^$&gznn<lIjmaS*<^q%
zTG1l#rPwO1(b-2Wb<*%~+0<2|UN&Q1R#9}LUh76ajGzRhc0g2R%S{NdhaY{;BYs?b
zlyp<YZyeFNO*HAY(<{<$=kQ8PtpWboTTMQP2l}n906qC1wX#b-*6D~c^0bm`s2-27
z==ZKOn>3!clr8_2;QeelXIjenjaeOrxNVLXo`F?CMdhHdfzxIZELof>m|C7$UvWdM
zxbLM{tcss_W5O!~dUl#~1eaOzemlQMj+*rrw(5B1_|qwa?0TVOW(rA7?YC-If=mSf
zZ|#r|w+yncXP&2sDqv*JUe%#$HEFpd%k-pa3p~ftfwDRXR)Z!<&hw<L_fsbr&a8Z(
zt3QxcMSU*l&|7&)v+wryOHtjR29$^%d)tX4m$h?qIsMyYh-WFDm#GCIu@VH2MMUnT
zmAg;X?Tk@>Ep548oG*h$<WCQ6Q4O{?r;(5p^eE}JIHIX`Yq#aF;iJ_!*vXa{&9@j-
zbjtVl*9bi485@nKL<RBpN|cO>{uat|A7^bg^opB}Ce+|~YMnvJM&D*n`Su}mRGW-z
zl4z@R%{(Wp&UML)Vq*ufZR-gPFE+(RMA93Slh9SDY9m!!e9v!ZT(w>eU;p?BucOJA
z!><qIll;-MFt)BFV;G4XpH}oGAl&%5g$X9ZW2`j=q;LFHzakbiy^y#Faol`(u@e9~
zwCsvXE^+mC>1Ennk5!>zBdPl|!nGwIriZa$VJYg&eyK#_^p`MxMwu|Efs|4tiAD`4
zu|m)5*6O{FzWRGD%)6U*z565?{Wv+eX#?;ojzFURW9|4251JU=>0q;+8HuzLv2RR)
z99+l0HQRd$5LrK1iq~70h;PLy&$}P=xRSUYAiq`<Eh3yc{(gK@n9cLqfQ{7J_8UpU
z`p@@Tw|HOzQGYus4_*&{2*+E;u3tm6KwRean#X&A=Hwy=@%&f8!PU{U1NjRIc`uNN
zr2CK06Y#TA%<p=E&M3D?W+Qm8bTz}g<^6W?`T^?-8~SkDFY+k7Nolkdj2$`ePaGHB
zra~?a_);cv#*zuU+u_ICqn6-nzYhdrSTE%~3L<%w=HVUf{FJrB)q(4e)r6KfS&0ky
z`n)u^UG^ow;e{ArN@!8nK^EO+S9d3PXa&yY-?9UmtT3G4BrV7gn#Zw5w|QUqE<Wg3
z*je0Q^joGyHJI#?xY50)NQrGi33#?{&UjH?4n`nPs#`4_90^=qP;VNRw#<A+HnQY0
zJ%LMgOHL0Hh!xE^F`D<3rzp?GdiD?<yv+$@GZSIC2a$BqP^LDi&;L2Y8>uUNr=1>A
zrVE}g2TPZ<kr$#_k5Sr0PYaCf26Au3d3SD{C@H2!SQi!cwl`+ZEg4^4I<o5fDK{uu
zz9UGVgoE8aJAo|(rRmYs7rZ2q-o`2b%RgFLTxu=Exz%9Z!ut@WW1b%oF1EVL@Y6)r
z8jVq$bKJo?UwB&X5ljfDDC~XGe=0lZo1SuP1x1qgs4FbrFtC`!+_(w;jM;LZ&g?`y
zTbQq>3TzUzJt<hcyFXao&|k?vh|4p18rcZd7d&<57k%f(2y<5HxGTqL96XPDUcuv)
zG3(|+GXndW*4VC^;)DKSFHF63`4NF#C0kWvU+5r%AK7x8ifdr+8o?>OT>OH68l%6=
zF!w@{y<?ZS*<ivIoo#MC<tzXT-_o9_2)aa@R<&T)5jkMs+Qj4YDg*7o87HnriK+%L
zx4Rqgd(Y{SrO3f?BgbNdu;g=b?&GtM#+{RTli`o^L=eMjuHlXyCy#wbtYdbo$68ua
zrBh1@KWY;fUEh3SrrQz=o%5#;q?SA%vr4IWoR#l-SG_{51!gtnsd7JnuX<$FrC(CK
zvkkwRk4c*h2cyNXz;5g}+DeJW@h75psX!bG+jl28*@U%$qJ@Pq_52w=@a&pGyqR~3
zrHcuC$WSJSat$__OZHdnk-waFw&KpR&*nMSTbdZ{)Yb-JcN#y1j}Z|c(Rd@09*9>_
zCogi(47UhJr~BqGSQzRNnLJ^AbwSU!nG|icBW(%QMpS{yn}4FNN%2WLDcu?Tg&}qL
zIb<zKJdql6F9z#fuw|&d0=10-&UzL;LNd0s2gvf1&47l{q#PNQ4f59QN!Oo|K;P=d
zsvVSLDME`${Z6it#|hAjC05;8WI+JmOd?2K^78Oqa;+`%%7A;0`IR)%6<M>fmvu6p
zTRdV!s=+q9Qu0iz;;=0r&;0Z|Z12~a@YNwAHn+k!4|_(|4n%jx#r}%s4#v#Z`Qvh3
z7~mRt2myOi)7jB3R({+WvB=2x>|D%>(S5wy5Y)&|&$w2L?mR^L+_0{Ln{3UIc2edi
zwWP`gyv<J?Sz$BYs0)h3zqOw~m539JnKYzvE0e=$UYQc4MAPS=z@*$a-P`GVy-*{N
z`D(PZNiOq+X5NYg3;R6*Tlg_}YX~KUW<b*^bab{V%GUsFi0?R@ttfbT26qsZsOVlv
zLE%iG18jI|;$ay9QMU?rA~xK(x6EDaCGEwl6vt!5SMlqYZv+p(JrZD2?OBdGaP<0C
zQBc?>)?QY{q<!gM8fEagWrMHmhCyA6^wLAL>STka6JNr;m#So0pX`WKk|(+^`ol}A
zTTp~_T2Da4VP8vd3coR4L}=0mI&zUI@h@F~;F#iC8Ks3>YF>m*rrR>?aqbD;zCRD<
zHK_4U{&tI7^^RLMc{EZOx0l?p^b&mta-8qDWh9*Bx(yBNDcV{aUeX?0-?jv?l6DS-
zJtyot!l_(tNm8X(ye}ykx>uPTsMLD=BC?7j^C@R1eRw%`dGlU?CH7uTK)MyQa!Wn3
zf~)Vyv%0CtEvN|(nu2T}>jZAzucO4z2f>8i!DW{k)V$PokgCS6c**0@(ENQbbUfa;
zd-{f$c4L&02}-Vg|ApsubA^LHmF`=dRX2mgZrpCpjTZxBC!J4I`zA3aYcS?KV_TS;
zCsrP5LM-vDdchE=F0!{{EAZysTGRJ;-|Q$Z+Zp2Z;kZ487Q-;c;s@7;bx38egt&Vs
z7(>efxYq;dhJ}*X48U!ZHJ@ET{VS0zG4GK1{I$=-RS}3t{kKS^DWBJ*4*R}L-C^)e
zM~>Y>P&(o-hdiS+VUVx1q9$%X?h-j+Ab(d}zPH1AGtuVVE(Tilsg_<FfQW3dU^Sx9
z6%fDPdij+5mLNh+v}RW6NYHRtF064e0RHO$7eA1HJ~49lbTr>l1<Pr`BgLyl4laTi
z-*)dTlG`IOhP2WAPjf^YXhMzEYYVs^)hhaYMRbBVAvch?0!ZP&(AN`f2w={cJ*f3w
zBfDX`qCNrtVAEdQe{6<7MDSt5+5!I978>d~zqEJKwwQDYZ4Pd)%iUsi{p>NmBDv2E
z!JHk!cthbLu*cJJ<6MB&n-|pr7dJhnKpsNdyjOu>fk<wl06sL?wAD+JL%EkuCxUN6
z4g8@^+-zwcB(0GTiftDpD$+o|j!rv_+m;P@8(*BIc?vkWa+(gkn639X1u;!Lk-7e~
zf!acCmXCJ7aKu@&m`|3u*Y}G9ATh0lf{iqI4!{5A0#K~&NpnDPeS825G7wvgc8|k~
zL9!#AwCU~fXOn&#pXTiI9W4O_HfIBZXiJDYMC%WQnfII{gQ_vTSP!jPW0-yWo%n4x
zH;n*R$Hzl=KULeFj~B{@PQI{}x2G+2x^=%CdXVe$h|m3%f%|qW8_z#g$^C)Ginoz7
z>k@KpnGa`#PYH8${e6PY8s2LlyzwYAyHz*s0P{nlU+azO#AmN5J~l5c=GAX{n@4xb
z5q|9<L^h}-Q}wFUP3|Xns;VQW;s;ABMVL*m$zCC?3qx1xkRV9EcjAc`+HDgGZVRh#
z7=KPeqDCx}BF9`tQ_MK(+4-xKz8-;A?|`Zq-fIv3{wX)BdG;^CH9X-0=FaN&5!vu>
ztiFb1=U7W11L0QFQS`>Rs0-L|#0mYceRGsEs0T4_<l%MdxgpO`<a*wJeGrG+6~{be
z40k@TQl5{B>i-da7@ejhxiK9m`;LY6%WRU8g*oQX!(tcfa9Fr0Xi>Pln};>ZEa)A<
z@0nidzKIBmGmVbs2vk(%d<eB2O3R?xRfIYYqB7&?<nA9Xzjs18(yJqN+>mw_<L}gn
zla#T(<fPBTa<Q4A#%Ul9Qwc4g8-e~;zhVj}H=K?g(N|%wThf)el!NG(@y`^*vY|f;
zzxU&R-$9t;YgI9xbgpwqwAf)d3}?>{hiPBoVS$BLL+eE{y0et_*Q^R}=u^Qpx?9H(
zwUeDuB-<}l8dKjJ$m!iI8;KH39UCD2$#cZmuV`p#l~zhrJnsV}b;Y1@@J;^O6MZXN
zvwW8hN}u$Ya6);x^O)F~`z}!r%Q>2hprdG@#|sc+!x*#E$Z16vGye%Y?-&ukR5kmn
zj~4!TGVs$z4Ep_4=!5Yy%UM-#I{X*AKs}_qXLERReKGWw!=KOPoADV+$1)#A_MqO0
z;%Mkex0~JB;S^QAN7J(mYBqO&E#76h{z*u@Kpx`k*45k{navj8J7vQ;XZdLv^UJjw
zgO`pa@|-lj;2OHv`Db=>ik;n*sVYF=i!llhv)HFwNpu0t=!bUbz5^>K=5vu<{O_&P
zfj^Z|cqRhTp2>f8p~J7P<w=%37DH<-MPn8!jRw#V+v_H`*l{#AFo-mYp*lZqwxE68
zm4I3&MsfGV{>(0@|Dn99QfX>>F5*k)yN@FXL|6G{f3kA=T{$Y^rkY3LZu=2-`4s~v
zc)r)qC8iSl=3w8bN@YaTql;09xHod<Io0?SVT*0JbX5-qPvNo-wTs-f=K0(5XvSwN
zmZH5np>^xwhwk>a!WXH}_oU*ARV^T#v|J~dvNtn<u36gNU8h@!e8LdFP9+_0ZCj#g
zNF5_5c2>fAaq~uyAV<h>$}?4<*&eRe@9JZ2ntn2Te?^R+6Nkc)rEH+5&(CLjXbOKr
zjPz-SRP;Iw9&87jqiYr{j=b4{3czRA7v@3SFHg%pcgTCOhnn`qpB}ZHvvbO$Dee!9
zCYc2&WJ2FWQeS7;_pA{I<WiyuE_}4R4e;yE(`!bo2L;&MIZ)VBgdNtS@Vq=)$fcAp
z*X1^_1#Kok$5)o(<L3%JcOqKiA$xw*z3FkH3Nxof*vMStS$pl;!ko_IT8N801N#Ub
z#4%m=FVx<pCJYbE1m&LPIz);b&c*(@;{4h<My*4-L6U(+E%;MrbUeaFs0NXCBQ<qQ
z3W2PnlacRM>$jm{ON30TIpR8TZI*kH>LNY(YaBD;_}74{Q(Iggd`$RIFWp>|cIm?d
z*{`u2U)60fE51nJ>+51vaLXO>)b~`CDAq~VDxAdGe9f#l+o7HabwONsaP|PX^jrtY
z>ckEL<hz*aW)_V*y_U)I?~Q2$N9Y6{qJ8b$SAUUB-}>fNF#wRHV*_1_H96V{ag6_t
zKNKk@<60?!FT&)TT(zjPtQqQmn-|9ix;hQ?=~7_2f+KaoriJD@6}SY_7^(fHhQjl7
z1WEXT;658xHt6a7h~cOX)DKA_7(vf@gVSz3bk~;B<|BjO>Jso39wh>%q++Me<rF5^
z1Gw1KbaaGG6&3<0ohvoOX9w})TIH43<(9kR<02u6a!vFtC|bWeq%dN&Xyi_Ga}723
ze|&cnU+|SJ8UMTTV~1}oaCm@iB^r&quz{iDLwLh@@0kiS1OJNHsA&L;wRM&=DQ3mw
zoy&B~`lq`4*gs*{JvHr$8nS;gt;Zf-noL9+#Sd&tSs3IRM;%M;O){e)r?Rz0|AsSM
z+xW~7C(lJ47~;21O^|q^d{TIl4ca#+{`fpWHAWTtXJ1<^O~9w!gnwhHfM&YH8oP0@
zU3krf_qveFka+<SB2Uw5=|xm7xpZp=(DLxMZML+=?Bi6zO5llDTov9}57<KjpPo>B
zwq*-sf;QjSBC#zcUt)?K$<J8qno^1R7hFy*;4K`h{hL=mD-+8h-8wE(-l=@!d5+3@
zujTr=htk^4Ei%2A71FFN{Pm;0LQwAYz4k06L8298c-E;_?uQCCJsk|#S+2$69KeRC
z)*za&tOg`$oBzYzTSmnZeBYvjy9al-5L|=11ef6MPH=bkKyY`LK!D)xHo@J44DQYw
z^7~);aPNC}z4bo5T6~yQ(>-)|o!WJ3pM6eapWK1t;-?!S?|18?{}&YM>77(ZNTa~T
zHP;zwc{~2JBy<ydNRfTB;Y3rwo7i&qwi$}6p9W$%2**3m_bSINQS7tK00#fP)|55A
zUK%m|V4s9>QtO(3X7}1SfhPkqJcftlI22t${gijLA+d6wTaclu?BS;s*iHBbu72#y
zxoppdaIaxg-&TgT(P=Z%8s<|3X=cFyyrISYq9utuprF3v5C^&#*=H*E#Lsa{U!Vo-
z=@LhAqvWffil0yw0>r#W>u%$ae2M2H1wi80vuRfrMUfG7QX|m2gb*I?EkKjH!W5Zn
zEIC1~*q?I~l<|c3XuO-TM@HVkGS`|2_uTl(^)@bLO%~yB<a$ijsREytvVs<I$-zf$
z{kFpQ4cVbDESuoD^l#0HrP4;|eL$i-QiR1gi6{4(2!9mIPS98~9QiKJ=uQFed(eN%
z9^l##D#HO(jf>>K049}m5#KN#ZT@x;S!qKVzJ=1dHl40^&wnVU)2)3&E`DU-VXg$8
z1F7R!(u7gQ{BRlI6bkLN=tsY}S}JM-PaOhz{cB9*<RrJMU$Bpapt(Byq35mkKYFqq
z&U5zazkW0Y0;t#t-l}0odEqKjQhM)O;p)2_28!Jq?l{8ND<tRQ08zJ1J?alJvlu}3
z7_qj<9A%<qd2w*NHe96q_d#4d8H(o5dl$Iz8dCf}cPbVz^Ow;n<!?K>^cEZ#QL4eH
zpRZ>Gw~&bS*bOLEpHpxx1oGRy=&RYtZM77PyHZV6_5bEe{!|hC_F81q-K-tj%M`eT
z463Ihtrc}j$I9Q;l@b-dc4SGUDUf3DYJsds&BRCtp(!q8(J_?;HT%cycxdWdcjw1y
zhs6IL@{1rn5WcFXbIHs!G~l-Y0&VHo`Z`N7=8M^%JC=(`T?w$Q1x>eK>dFktC3b4G
z!6iV{?ycIU_{EnOjxATMB(&E1=+EjOnnNRUw7!6?B}W=_+&jZi!L8So|GS@}$UzHI
zU=hrO_jsC-mxLmN3>s(>HZA%uUxI~ZBn--DrfGqq-E%7%rfP{DbFA5!T3PXH@%QHz
zFUbZ!RNzUsLKyT16m~JhFq<uR7lH!4wWJjK6NaG-F-qCosbDAi`ll)221%`Kd0X67
zi(GBcC0>jIdMXSt*;-ABiLKyo0^yArgIcak%rTo&AKXwB+Xvh-rLs!lwL~&wrRj@S
z#4EqUKz_UsF>bVh&p}$-H-$B1l#+m!JrM~J`mBXN{%De$D=8Rvh;TlMF*iwU;61xi
zK4aE}6MgfuV~xT<m9|n;6beZQ4KWShr08eemFtKc#~yCLro!h{TGIn}jzTw{-zui}
zXvjlq5q}Kk`<(3>Ckw)3l<?O~yj&r55c7ZDCkVUM+oK)%Yen^Lc?l8`5p!k#7W#oW
zFi5~*Kt!y@L|PtjgsX7BUQSv~TS?eMAIA&aA?B^EkdRb6yP)LLJvsEM_AG^(sFa%O
z*b(E^kvVsu3mM%N;n?YjTTmU!v^%&<^JS)!n8RVF2re803*YO(>-lp5UMK@LqO0UA
z5h58lPYJPrlt<a_qoh$F;((dDV^);m7yk>x55(RTM!IS|fBy1$&DdOfE2}FZO1Y<8
zsueB>LzWx;svup+6Ugs2sO)Wzan5;ZO&{lAz2i~VP=dLGE8o#5SEGBCAZ};xQ1~VQ
zC!mmwt=8?7hl(xt$8Pm_n2wpVvGv+@|G-n*RD5FVc&JRbMykF9mbfog2tRP8O!Tm3
z`hX7?q?D#F^-u>}5yW?&G_z^}TX=3)DS8Nrt%fwJ^ousZ?2X+rcSd*Wz^%xu|I9S`
zQ3ORT1AJ)O^J|7xn5(v}Q@7D4i7iL8XO8-jp~}2Jyy)Y$Z=@y5-zyC7^%FhUXwZ50
zgy+Tv3h%xnUCzEWp<_%?fM@Zw<!(BV0gc>e8enCGRpZYc(f}%&g`1h1JEt1AM7Z6$
zjcusgckS-%3AP-Bt5UiHjOTm`5wZ>tWDbjCvH?Dm@^Scl5WU~QN!xR4v=Aim8AHl6
zBi%Loq#Jde57MMImRcxyRYU$oEQW{3C7kLYDdz(39-l$F8Snx6Zod1%o0#Cm=sI+=
zw+6M_$d!Tz9)JMtu3mT=1e>W~Ahi*DWtl}9u(lkN$EH1)wj&CivtV~Fhr&a6B(}H#
z{gRtm@1`?UBy;Q$b}~_x2zlO4EWF9Y9b`?YyMl69i~#MX)^jUpDBwiwoA{~a^%LUV
zk#!5DD$Zw5rd3Ci6Kgc%F&!ZGq1eL8j|gI&=wDI=hkO-bCs~NUN^5s+Cs>v>s2z>P
z1bpyGk1;NKu~_p){E7493GzTrJr|Qy5I0^*CQISNauYnHhhq1Q#2JdVW$W8h(&8VW
z;~w+cfnhaDxZ0^`J<Su5aR?*72~u1&EGhi%yYOlX$RO7OJhNezFDmbz40SrtfVr)X
z<#$|<g7!hTcM7w|XeF3KyBzzq8_})W%$SwS({n4~itB79o0cd?3MJn|7vZ?n?2v@p
z9zNFGg*o{(qvi{!m+^9Ded*uaP=R@RtCr|{S^(nmMTZrT9aj>=n_7`YBHffN<Am7n
zdp>WOleVsN<((N46YXP8+nx1JyJy#xQ)_O-n;cxx;9ar|xF(%MN2K>73nTP8v%!va
z>51OEpOpQ8bbM{VE$1}<mc8qU3J^x1{LqkhGT4mwT}Y&G8LjOXetyj5u8p##o7<Kf
ze_W@D`LILrDaww_9!}bo7kYcj`n?7qunh9SA4W3g1jRj^Ma^DhFRe!1YV_&La}e&U
z1j+$&nA2e%#^r_AaU1_@K&eeG8pw;p-+!WM^xBo64M*0%*{+UhT%c+3x0l-4QJ~+x
zX9%THmM_#nSv8@SfuNPx+&Vn++c%P}b@b(R03VlHpJ!k4%LWcb!P0Gm{}EPtZU5WT
z+r<E`!Blr;SC_$fSZDJWQSD`_-VL-aEZk-xwCI(Km>+^o2=bj0jRT?R8wQxS58vzB
zGwXv^8O9&9jjk-(xo7EZtz|S7O4mWl<yaX%?6&PC>lfTXp=wJE_TcoqGlI}h8y~gz
zWFTKURTnR*jh-wmuRAiCdXsChV!Px9)|yl>Gr0K%q(9Vy3SQO}FyfHNJFT&Be(7_(
zelmITKIzS<#lBUf<*m79O;e1KBt~<OYPze9=Z!nOCgwz-H=yMBE}0g;MxvKcz20vJ
zY}LhFj!o@PKrcAU6Oo4fI{1LG{l`2uL8B>hy!sDBv>f3tQSEg;n$AvlyWaMCy;W?{
z)z~lz&B>}@E~AkJcyF?fyJmS&1}k(uv2?SNTkearaPb9=?1WLh0%pq2d_}?#aQc#V
zfpL*OJIL|a6RW_+Msi$CuOMF>v!wY^#q7aOw6ZDc)?15#%TFgn=nU&3#@Aq@9P7`|
z6t&EZ)905O<pZi<$55&G(z6{d;O(Iuc_&&lO)%B<=i2C)Wz4M?Sn@-{ftxd__`<E3
z7|u=*X6)ER@6G2#!7e@^`j^yK^<4P3LwiY2--2RY%*V9_Re!(SsD)+L*1^UF`I7X0
zBI^&2tV18gpBp8ltuqgZFlP*CcjVnsMPo&C9Wa@=*_#q|Lbd)NdK*f^W8m6VQspms
z(3^z1v=MwVIYyOOVVIE4UK6y&SytyVVq%LZnNoE<Vn_{nu(Te_N3Be_v@3At=|s3o
zzkX#uBit~+jrEej`(x)AQ@*^9Tw{S@D}C}-8AIu{kx}t>CUN^T?ZI9>bCX?oVhCHm
zCTOmp_q0(80+$HdA=2+MOQ*W_?kjY4VJRe!Y%6fC)Y6PEZc4v*K*9hXk3Pk}<>!KQ
zb0YqBfAQug736G0GCn_cEO^m|h6)BGllLc?lbJ;1ColClvPaQf*L8je!X(p*5FE-R
zV!W6jUy#7bA`umWsIcjf%=*6voRatJHMC)r+St*tXBcT&g*|j>8LipM3Pk%9!X@_5
z1>vBy<Ll4|2kcE++QsvJ8VMSFF`qqtAWYV)>sHZ17~>;6204TDfDVGtPmv5B{;LsU
zne1^K1R_*c!gikK3+bqT&AfP+CCO-+cu(LW$R8z$mb<uP4m;)?1fy#v4ux=J4+L$4
zcSO+&?mm$5hUAN2TeF47SIpw?D+DDoLyXw2C9;aY5(VF$F$`U2$c&A%^n^>-LKe}g
zsqR;@X(W(|1b(lU9*J4z)V}|8kFmA}|6q(hdWoa?*Fx)SwHPoDZgP$bn({@O3Icf$
zBKZ3eO7`jVj}>4e4IupYhn^oeX^c#DHT8Xhq{6-7!}8cMPcbGrX58)OLARFBiBAFa
z8P<21$oMw9nZQe{*3t(5)qJK|<AZPP*01yd!xPXS0AdI*%UxsNYysvjYo@mvs9~k?
z_<&2b1Vpy&(FMRr{wyi*uqMe#aazG0^`}-@cqd)lK{Xyg{-}esqXzRDme^4wjQ<rc
zKg{emL>yWhhWrtFJCVf0AlKq7w&P1Jyl!+ayu=O5n^>HCvJd^vu-de=@H{M^`cpgW
z%MJgGqKirmam&(?+IPv79^_L_6E|Kw5uOUN51gVm8iP+!km@qX(*5W!vM@V}DELUf
z>T(W(IESVqBS^4OPiP93ibJMt%SGBurM#!~e7w(ee4Y|fGRkQ{={@3tvY6AITVgza
z!aKLVp4qLQ+J{|`%R?8{xNJR62xh(EBDrjUQ%k(?NA>TD!-{AjsHbB7Dze{_9`>DN
z`daF6FJ1FtB7bJiXI>6XarGkeBDe`tQ6rB0l0#*h<PajlEb^#B8M7lqwr?c*QXEE&
zw$~INb4l}toD<-$gH5!?$MN{2vafO5ll4aSIYSf^PxR=9?2E&!DDFv!(02kZ8!d|w
zK?s#vLYuGN7zT4uAnvY#=DW@T+7))yA6AnFIV87ng8hCAQQE--m%MNc*VvBwG61FG
zBUZT;wLe2VNp86^f@XcSw__|XHn{dfo#3-y0bd_x@m1{?CXkJD6lxYm8utw^U%psH
z4c6+}hp`ffvTRG`Eda*85sz1n<Fyb8A82z^M1QQ~?-h)oU)k^L%yDMb%l?b0g9)J0
z+(3=Dg7XEg-1jLvPuk^1SblonmMmePNS-qaRO#3l(aHJ_e}yf5fNv2;6DWv?Nw1R*
zWV`H9KzflQ=zseNMa_4BQ))o1Z5chwp4GuO*GEiB)E1wJ7C%DAhuQ)p2N`NF1eBO$
z!~3to9~Qu!Bm(gY!7lfcK~->*G}4J_<SvuYDx44eKB3{#YDmgmZ6PR+B)@Py2Eo%0
z&;bD}K0TA9)x{c8Ba#28V^Wd&RRuzppOQYih!z)+7wT6Jdr3-ZLL(cccia7-fF5az
z*JI;^w{977Q+zG;*5fhgIr;-9tZR<qmQ-Na$N1}S3~{RR@QY$NpHF`bgXKvjyp!M{
z29QCc#|AF_ex%}>b|QV|s*gkrN^Fc48CSS%+agyNWML`Vh8riME2Tz_pQ3xc*#g8n
zNgk=i;0=)Cmn^RD$or#_r*VxM*Y3=lM&NzCvknf3NvngT-O<IyY{7hy+|4~LmJ;kx
zZ7Tf`$ee~%k#-1Vy6l`VQB5L#YLlmv#cB_(yYrcL+L;pZz;(%DMc-DWxCZVO%I_Ml
zs%{)^c8rOxYY7bA=tT?T<@;l#KSq}KV`}z47P9_~yB$_;;+x<|T4dV;<u5=aS|TsU
zxaH}Tg@RxCs@-V`za?a@5Ry;k@(1BA^mytF3uA)o-E)>MpTk6tCi9?-(uC~(U(u5E
zm@T0ii(es5-a1Iu{|6;%+TRF0HV=#E;AOb-SL{Fo`5P7B4rIo1f>JCfT*;|KYj*7-
zh2D{5Cgtgcrw`#Z*+_;SN#QjS|5tB45g{yrmVA9Du&@W=4F$jc6&~`f0S@XrDj!q8
z|Av%R{%o^H7tsj{Fo{RYXEsjo4nB96g3x<}>ijOdE=5B!sve0F3o2IYaFtSJB`phX
zlZv-nQ59oy72*_Td~(`Wg9kEGz~{JhyOIma1Y(ZsaEom0NWN?V3SQU>QrF5h{z@vU
zAi3tCK2i%GKymZcNT45{1~>;3ikQ(ovCLb^u$);2&>u;zkqA+|unsTyI6gO^jWW=3
zG5L0Tjm-45PQpLPqK}ShYtlRvh&5=UoxA|r&!EvGL(n}+N#fYqK2XmkeO`N*5tbav
z@j4bH5pNU<JNTsl-H8{}R0Ms*4@Kanoxrmv{F08o`<ab`luy~einN5-E$s^Mu|}eg
z0fsnM;oi%1xLNdI(P-$@8KI1JmmSkZ?pnARtp;5D#vXceZ7ZOZoBcvftQxjJ07Beh
zAa8uP6<^hXJ;IZZSD$t!2MVAhdVYFCw#X<JcMoiz2tNO=ZCgR~!a(NN6Z;p9GU03(
zKHDYlAq(>AarrpjXBXelQ$BWc4;`6tCTY5ysZ0w;VlxWzN_J*<h<nY~oQB3Gm%Sw?
zpIekU6zJComB?HGuXo-3s=;!%euO`Jh{qmjH_l36xM3gmZ7}e0r)RcfHwxFai>23z
z72<!#`j-;Ch4||v2p_1i^QY40I_E?j<Y$1w8zU|4$LCE=DBNT?Qfxw#Yl+i`LGP?$
zs&y!p%s*NfOTO2b1!-a5*p!V3^t40M7ioaY1VRzbWJa*c7ty@qMwA;gH4%l!c+-on
z`+5{gV}PlWsGru{R7?X2&fRs=X>{O#kEKF*nXIYGM|~-mUmSB4{Z5syWs7+mjABAl
z4G!~(k9j3cPo;)XS*g^+v6Wa6v@-Fz>x3HR({!vd=#rL}vS;kJZ09ydhV4DhI_=qn
z8mSi^w5R9v?pJad(f>iz8Tx<)RV<4EcHGFTZAjS>)U3O}EUZ45g-s4guEltKr^3w@
zm|VZQoHQ53(RaKJy0*&D5Xw1Rl*=uSx{4;%(5|fL6(*^#9e;=&yE!!bAM~?$1&Mu^
z9p?8=dQMh#?S<P&th89(RwdA|=iEmQ__0$r;N9B!g<1JRtqK+?XAx~J0sGRTbQV)D
zmDP~KE~nGf_M@^+>uF<eU5QL%hZ$Db<zV8-pAvq5W9e&G4#a2?Mh;9ByKml^@MuGy
z!o)Y8Vtc=L;xx)l6l|@XFM7Rw`ncSb8QMvw-sxvnXc=EJM#{aEb`S35$_!CpLa^%8
z*K})&OqqZ+T3i%VG2cL_oUWwKrzg!ev_Arww_6!cvMJ9^OL39!>8OJFZ`K>v?;u`j
zMSJrN8{EGGhnEb5k|0YD<EkIA1y*{Guga$HyfKa4hA2GihdQKcj$5A7oF;gyPI(u<
z)cW=NkwKbOi$6~rS*%M-cSc)m(!F&;&J@*7V56PUpAubtEpux8q+gG)pfCoe(P>r<
z*e4nl*yF8W>tnNRzrd4+iQl{QN$dRi$c69(9KXWEU5G~+B12eX)Bq+gDGa`?T>9o(
zYL#HLp6Fqn1&fQvck`2nq=8IxBFr~Z4g4Z;^*xMg`qF+ELGGGe+pJy`SdR!EJi7y%
zz6<$^{#O1pU+9t=($G=O((u6l+bfGs2MFc8%SV7~p+gR_Va?=*>$<(-?wqaba5`@F
zl+~m_8spQBXeM>j;?m%1UWgkJLE_y00|SUf2JuFN#eYTUWEu^#d{%f)dQMhUDKW!l
zE|MG^5+h9oe+D5G#pS{pSu!-Hx+I9*Z!dw-jst^}mcK`<NZ}=W?j|X&2;ltqqz8X?
zmuH_2#VP^iYsR$vQWGvj$ssU@nVMa;{3rOktJHMo3d;+uc*8-tZSDyA>R9EL90AbL
z7@YrB5FK&gG?c$4K2=6*Z^?}TZa|Zu1~;ttPZ$_`0bpMEUsFa+lm5T$G}Q2WJp#YD
zZl<Qe?POUiA|&EpI|w(T$VTq1FG5^@z25M|<e-++<l@*G?$XTLW4055GKF485Y}D*
zT=o8r3;lNniF?C$n%CRruI$*gX8^&XP-k@04@>||{kq$6!<<pI3o&@3yU)ktHT#_n
zQc57fZ&Ezt--#vMj8oFNLjHb#7ECA=Wqqp?Xhm%53XSA3dbuf-z;q$tbRm{*9?VU0
z7W{QYkK8&rh2GRv4ig3QfL&$5&Pf=dgwKbe2qAF``J!Lpf0TT{*71p8z;Y*EREzjo
zGCaIduR2GkyCw1Q1{V^pLb*g;L|qB_>imz}f71f&fb5~+{xH&*-Ge!#FFNpZK`Lst
z=M-#d`X$2$iyDC{v529qh_h!EB1@RGq9fOWH7&{}U^-BQd{l#H>ugG&Dbj{yHeFV^
zj9%PHi!%$?q;RZtt<3W`UPX{`vR3963vR)q8nU$H^z%1z2L0M#<x0`H&zBsotRp{7
z;U}1J3%$az=FCFNcWQ4a7EdIy%ReyuKrHU6k{YT8deDCUwAV-Q;q?#1T@%AQd3(sP
z$%6~!wN|Fxh|>vyuW!Rz5ho4-xa6g+7)8uypc5}IM_ngGK>ud|5b;_RFY#~p@r#|l
zpHIR0<Ag@?vJbsz8+#B3sRU%?up23SE}v|BNKa9=?DJqFn?YNxumINkrn#P4d-1Oy
z<5q|@==|f1>GTwiV~A}OWh~pj;firj_5SHXYwAm+zs;gfiGEVr$PWcc5{cD+T1?WP
zJwX$OKo`&reiX`>o_}HrE3l(`Yru-zDHmt)YDbOR00F;I#<eAKC2z!wl6<;GLObGu
z&U1c)a6fyY)%IV88p1g{xHLi#BKoCo=#6_ic((nhfIzI{)+Yo{h7sVLgd2IYkJ08%
zsHYQXd8RZtC>F7&-n&33wcxgv?8<5;K)n;OzEDVg&9n`k?dy&Ot@&^%Ge-Sqp+F8H
z!2U}4W7=s;m_0N(vyB7~j+jSyNL&X=$hG{z;}QR{1Rux!S%FP63Ep{6JrjKJ9aq?P
zvy+<{^3yR>1eG(N>%RcTb#lg4{+h3^@BMMZl;mrt``P;N1~}83j*-!O_X5J{zKWp{
zN|+>%fvw>3hRfx29!klO_ZChw%B6h27)2v3)dT%h5g^wFt_=?9J&hVn5U`B+BrCvY
z3P=E6h;SpXykX4`U;?lRnlrWph=i{VP|_{}oMeKEh7%kH^VE)j=dYxO>KqAx1FohW
zG#%IJ2{-_IRjn0}d<;MZ{VB|7(MzzyLEsoP;doaR72~rh=JFdURl}Mbg5_)px(`z*
z2nwYR*X;Q7MvU0k8nGu8Yk@TeBxG*|F%m#>rXRH7z*06%*%jdC5>^w179DR%6K00c
z4ezhwS6pjo8l9$E%wf47g^CNc#k!$NK(5)&BG|kzvto$0sgVdMytM5WTYwrYA;HG9
z7>aPmALN%FmPa@U)z=ojDOHi6pg=$T`fpHQ-u^_st-@R0xAXtARHHarLY+1@Ch(gP
z<2yS$6T8?K4C)La;z)%Akua<c@BG1dvXmk-?Sm_Rl`{kHhY|k0l#CoLp9pX|!~$T7
z!ZBO=h%a_r$piUWHh($s;<XnR%wzb4aWXTx=U-Lhc%Z5mx<KU_SV_(FNLoTjs}Kdg
zD7ZWe{*Y#<$4llc_Z`Awu*9`)NWp)y2Gpb3O=pdHuup*tzys1FU2>qsb(Ff80?q><
z$sn|VJ;=hpNy7^`Cv4f8%8x|TTXSe;rAPuuE58ZVL{dWxvrUo!{x0<1IT6)RqN*ML
z$mh}op4Wa_e0cs3E^o0)7cJE2MF+#7ZO?r*AeJc#_bvuko8cqel4rsXxpL*k^kydC
zT@VxfV6O_(3t%ybrs!uuhhp(xb@L>!#IZCK@F2`~C@Woxg!U0ic8&Z)8mzVy(*V-z
z2FE2nTi3aT<1`EXBx^BYYCq!AeO!gih7NK2VSGXsz|X{S6*w%6+}&@gEzkwuI#GS_
z*(i)dU9*E^);78u2Y$Os1ZDLu-)rR11)o6r&Y1m4#c;GWqQK&(*$8^j%m;y)9hKKC
zF%bm(pMzmI{!rTA5yTaimF-+b-5XH;(lf^VL-ib(hRc|12mhy)DrSJHAez9csz7Nn
zG-l-1TP*pvo^W9ocv;MVR!q(xQ0K(A<QYnNtCxN5PWSj$0#zX71KvN#Z@7p6m`e%n
zELuveM-f*!mjr)O;e$@dJq7gAshb#n3#QyksR2;UEVRjY90_X#X;cV2QGN{4NY?q8
zz?rWm<t=%^W<N*-hSttER0705bfQ7x<<N|`Od{Td`a0?*<^!a!-SRvY;dU<sy6<+R
zi#AkGr7(E*q{JZ-pzFpF<$gltxQj~DAsT~A*h>BM$7gZX8*k4kVc*%w5DucE$HS8@
zimP5g(kVvCAw(ck6je?{RQdMj)rR7|c@2)sQV9Im+RuM_d~^iYYsdnxaJwDj7Nz@N
zI<dp!w8==T0^DR^h;TXS3~Hb-%h%VJP3+3#Ta@$X@*10nM@5;!;7CC3IRi_atSu?H
zV#V|lHy3y@{<XQ&Iu#pU@DtWTe!rxHx3Nk3qa<_l<{gBh=ewf2jie_mPwpG=?HpF}
z!*ICVkz(GI<9|vNm+_$oopQ2ACF2?Qt-Sa`D+I$bhzWRIx=a_1C6DSI@GHkjo4`aN
zAu5~Oz>SXO6K*u<E=A18BKj~k(s3<LCvtRG!EN6Gc6FvN{h*4_{9vj}@YILk@+P_Z
zePLZ$XS^~dW8!Vv`6;V1ui@<(LN6SlHUEk}i7-L_Dptb&uwxM(uH^lQ{_!}L=HCMX
zT!o+;e}Xyyfd~&hNk|}Hk1A{9p55JO2)#XmKFcbn+V-ts{r!z<hWs9iNBfb-cpS8)
zjC`P265f8+9zDsO<|K&F`FttYe%_1ZObq*uAwVpPN$;Yu(a}1vFO#^7FD>x7!xc17
zOBShtzN#A9nuI|GpzF~0V5VbX=ALvll-4binoB_yhl5x}>v3iaDDY>Q^7!6hMP2Bq
zQ?b>F1C=K%xG&PCi#o<e1N;y0yLj9BO<VK?!Kl7|nctBKvPvQj)Z<D%`H{a1GFoyX
zskSM})IA2Oe&y=+T8hk|Mje*njIoK!d)eejir%A8j9;#X<soEL!jl))R*959Yj!gK
zFM~Onc$l`Q$RPahk@LSk|MBd=_mvd#f9%lxpSynl9~>zl%Ifj8jKv`mE8jF_fICC^
zcE^*2Bx=&jlwP?-o?$$b+u<m+f}k^y7cuc27DzsOIuiphfUCgXpA9faH+}w$2fTaY
zPx4p<>lLAX_o(Tm!7>6;<e2Y+X%Y^;X@S03mMWV7qun#;qOl3fH(4|=3!>=}P6ali
zf{#3nnGqz+vL9Yc2=H7(mB2AoU6sJrK8WF+urS6Kh!$?OJeNR326=jLk^6%Kb;++S
z+rk&|;E>mGaG!1z*n@P%C1EKsg`fQCnf8^-KEjI)vDxYRWf+3;FZOJ=^JFZaDm^07
zzj%4c2$~kYfhA-jyMh{Fw6bQNsFN1<Q9Lw;cQ<+@_|`0M-x<6iY2;UV@bBY<y6ItQ
z$N#RIK$kM~N2zd!NyO8y-hf;AY2ETFh62jLX*_Kf^&Uf7K_v8fN#CPCKih~^O2m$Z
z(<_@3GSu{>(ey8dvxh~GFm3l|3=sY>{Wgj?<9K$HM>^phM7O*cb@l4jSf!l5Z%0_+
z1|zu>9;B3nU&2Hz{p^B;N(^SxHt6Axt0ix8&}nv8-%a;gbE{i|!pmnBt=pXycI~m@
zz-I*+0l>8&+WhFC^wwhqy}{MTK)t!qh32<7jn9u{qin7EL_l1T!netb5%gj=Bc1qI
zy^q0{@(BdTQr#f>7DxE1Na5J=odEfh0RmapY@yM_!D~XPRNqtT^v{pKq^`cPy97(B
z<vR5>j|B}50K5boiDG+OghFb3!>*l{m2(WjDw6CQ&sw3qfoRBS|Lg<*RvHVqBlbr$
z6RrQ1NZisi#g^%q)E@~$2&od<kOls20IzYZnobJ2KJZ$Ot-D<<==n?_K?*6PbM-nn
z$r2Ed4?ABhd~HliAp?jY_uz##i-ei~$~HeXBic;o9B-{TuahSihS8pKloa<or66t?
zviDUY0&PeLJ-l-jI`&U+&bYqAKm0zflgfx7A$`E%$hH*rh$d8zRuDGON4WZiROPT}
zsGp^vut)d!fy}K0cEI9ia(+B{3bYH_=O%tA>v_CQK|Eoyqacx$*ltdk$7=k(R@w$>
zI6D$_!U%{2vW*zXs33C_)(qOJkK}$r5CJnG?^`s18t_&PSeV-XVd_QJ<W#(svl{*@
z7lj8fUf3PI2Mg6><6GaQ1}&d^Nw^3t#LHi<#;O_lW4n|_I&X1zuD&-7s6G)~KB340
zBPYOG6iFsqxT_)!@99Aj;Bvyzl_Q^D&i%JJeUjz-#2LcJvZC+`;g~Lipn^?M0_?`?
zRUji90s=&`6^O7{hwrd0agGf2H{h=xC50n<ZK?xIx{zLPvdiXhL>M73B#^EyNnekh
z6;ia7O&oh%>xtI~MEX-_<A~=45cW!tc@glU8Ua)vm}VhlVE$mTk24Egmc37s1M(eq
zFbN7TQ&z<xMu6Py&A`|6m5;v9eKg)92O~w62_Ss99-DjU54#eMF9b<_Xmr0qL6$D8
z3&FAh31UMr#uYd>e_h4?AU@Ty70o}&TYFPi!wxAx((<W)aB@D|NjGs_e2|c}G53Np
z#Uki8+f8VoQ!z}dDg1i#%djpM6of|{G&<p(s=>c0;b9aHMi`al*iS8!>OH?pAxm=P
z%jg$GR7}M`x#hjU8ZP@oqa5mMS?zJzvb*$lR3dUJfBxvji3tSw&=yXsarOR02Q=2b
z=wR`UEAV_(BX6z7*^@xrJ$1|C;SRVo(O5)5d;I)$W~R3O-R=_#!l_s4PK%H?XxO)P
zZ0nK%z-U1aW>k@`4usq9*G?K-g{~$5P77O>HHQG-A0&TX;GfSP(HZLc>Xsmxq}=~m
zNz*?op~j!ayN7a-T0PGJ1?(FmU+^<s*QNnyfgyigAAws--w|qrab4in&U2jmSXrRe
z6G`?mSEf5R1la=98XGZEYYsP;&qRh;X_v9F8|4`5s|$%IKqPvYC;&~{(3>CTA*VV&
z(LgEVmVDMd-T0(#q)DvFwc(x)pS9oSvRHl72vXeJrhm=G`j+xdw^O3d`4A&lYEQe?
zLD2kXp^X3K38sk_M9_i9PnToN7rjW#<F0s$Ibf(wtwg_9$9-HUS)nB6H4M41L(wkO
zv!qMUJby=k1K_)bi1SM8^2efT!GT)w$LIfP#T2Q*K`Dxiz(r0{1%qSB&0sgWA9i(9
zhE4YWrYj$7;`_J#UAbZVMKJ|?pR$BlAKSU!y#fL6`xp)&d(_l_m=FOx!T-0Cw0|zZ
z|B-m@|LDlz_TQ)h5jn&gK36FAYptQ0AH#ZjL;%8meu9nKOgPN?G5fjxesPpOKVSZG
zclB80`i510tt}`jf~KaX_PCk*dXc&DY+fTq34Q`z72{Z<5x-G`{wFqU{uUQ8^gOle
z*=*ER-{(Ri?MsPP)WM<C&5^q8Y7558%ZpZOYI5@Ccsjes$*%=-&QI^yP>PLZRbVk|
zOY<k!?~%Uq_0a~<4KAgaKXaG|v;+VyJcxdNENpJZ1)L}4K0`BVRHYe>fERm74ykd=
zcs<eTM`iK1GOA6TYKa$Y_T|o2=%;5m#=WDt%Cf2|qK7u{)pxz#)L!hR8WePOk%EiH
z5o^t_txcG|vq1;soA3A_9V$xh^K!F5M@QEUKJnrz_l;;u;Eu@ex{!2BO6U<I$NQA`
z`FUSx2>h+Gl2Slz*DFE3(g6_WIus7O0-Ra*!NcV#O@ffyp6KBX{8nJBpC5N7xHtOK
z*)68m)?%UHP)+qx-_4DL=p6`6J0JdLCT^|%`0>Nz^!GlE-rev09Ku7bmobCaAcxKe
za}8sk?;UsR-X>wrq&$uQ@I{9zlm;u5_JK>?UHr{-i2HbUcD8@@Pv3|J@$V<W0}4aN
zndMzU<+bQMB@kXLmm0UkMLPnYVUQE<DGApe4l>j&3aZG%8${6;hlP0Xz*h636-7iB
zQjPVjuy&zR$)u_ARPHK39srB_aPXBohS0QRn2=8C2HQzf^X;WjMsdoNni!$M%Cq8(
z@INRd9?fcbYK1}8BKX#*aEW+v7A%k(HP-*-7jez!Jrra;ImvG~ObHTRH7k@7KCpoY
zz~8jDzPyS2ec)HYQ>Z|S1}7Rqn%aY%v;FkE35{wy^yw$`Sd;mp0R#mp&lV50Slbag
z-^MSoTsY~m%;`h-d^S?y{@9~A)cZ5SdaEv^*fI5pb`!Cib@b#dwj|}o+@ySi1;7g1
z$#Bgs+S)n&kGeCf04=7zu8qJHLO_D>P>S^|X}oCLDY_4>E(;~V-Hw>wfd4+<Y}Dt~
zvz^^yGOwt}bo^=tK$D&DZ)<5DC*&_79zTArsEeZbkqfI2gzE4l9A#^X(%6%Mw)s`~
z0CxgjilSSA@#C1+<|Gs>PKKeL6(FzsEe@A_ASC6j5(R}1P$xX&5OUQw1K(*D1P$=y
z<7g)p1%0Fc75_TxU$iHM?z4f)8L;?FC)*5-@nC}NAp!I9sNrHi+t;p(#tA?QI#~T6
zUPl`^m`d_|UgEsj4bcuZp~V)boe<N^f4({pZ3s+o<_LZ#ICAMkiX|WbC?y|*XbR!q
zcwy;Sc?>jqcuTVIjDv+M;&oAOe5|%_tx+W1e>`FeD}MlJ;~`7H6T1{V=2Ausen6()
zQ6hsFAqP~DdL`4*(~o4}b%Fnz$63eS`MUR+nV#f3+z286v%AZys|$m-8-s|U9d<8C
z0_hi``SYd*8U$fGk?1ajy>#~heiRpLvPa=i$t}+g#7TWhg1Br65F_8_PpA^To^VVy
z!1Lom*Cb!NcSZhnZRg{W*ox4*JKpdPpg_vPxsn{}l)ZGty8l?nnqxs0(W_4Q&r}XD
z_welx{0y7w(JyhBISPSBv`5#S7xW<R57J{?J-^nG`{ejO2<)E0g5T}^3n3{IqI@HI
zQez(sX2)Rg24fif``Sj?;BjFL5O#22eg$8LLffms+vC^k+uOLM+kDl^{7I<og?2}h
zQ(;pj6wss{i!@vNFPd56^KS3OzzQ=OHM^^=z*2ryP`&{?-5SXvn#U%uQut8^1RWrG
zw^3(GT1Ez8GK-ge>*e+JwMwkBp<3?!;r%vwSJsYSO$o(=3%_FsSERaBm_F9}zc9A8
zwLt)wJMSrS{9hlWux6hLI8J^Er^5F>*#neez)Gi<YbT^*Ic(^7u0Br=Kyf?1h2r8x
z_sg~?O$(p4kwFF7xf?q_ZkXYcdGII2K%c9v7wCDL+74K)l%eY{4y!Fr<F;$yM{sa@
zItcE*oxXj)pzDvBv?1uu#LyTMoy=X&n9Sf^Zq+epMp0;B!N4Dd>?ZRMU$(ue+o=aX
zs#c1WSAqX!Qm)}Z6m|pV!b}kuSHZSH@?IiRx5LYIm%GTo_eT90yojWO{;je(3}8ia
zj&eh~G?XyihhBr%%T)RWPq4bph%Mcm9y}CaIDqRD&p5#6T#4iW_*_kJx443EjO!PN
z&&2ol_r)sbj4!qa;_Z3<6MGQr&+Vcp(7JlQnqt>_AIbt+5?aFdbqU-?-vRMoD<A^z
zk^b}X|4*F-v<Ciw9C>v*9W`+H0nd!_XzTaKeYKEFBNR0l*K=A@<rp+NryA7a=%dXp
zG%|dVt1$*VGzp6)r+6$g80_=a44)sHO~z#!9vI$qKta$4X!qoT#qEKjYKLWKwqUk{
z9x%pNGllL%U7Dr{NkRrP6{j_qk-YY|NZh@Y%}k0NHj$ZAejkao8QVEEhzAMWDJR9N
z3IFPkoMv}h6<4Hu7ao|l%>=fN5_p{AP2Zo=!ow_2-#4@I&oj*W-tU%%AAPk3wp8N4
z-snnwm-rLU7mLVAI(ag5GZYT}k|D`q&morSNBiG2^B3WNBh9A8R7}Hs6)CIaio;b_
zL!6%y#&R<VQaWN;z;OXrel~NN-4>+mC>VLLz&%!)hI_$|7a~_8bla|ncj+nE6Vrso
z%WZGM6(BB-rXaFu$j*mEFumsxNH26#lfQ~A5L32%Hdw-0%`$aTIzn2~9~72-_-27N
zXridI6fiiHhde6!r>|A@Z8t?oKax0{%UjvCH#BY{yNn5vWiuEg{^8NCy6(rgK3$TL
z4oyKRzIRdN!ANn)W*1(tlW(6iW;R7nBM|l_8}KXuNC<HFg;=c9etuFWy7b@0)2`Ca
z$7-BvFmvZ9F`cxewcv$yt=}jaz=9rPA=bM39@)t{xEJj?pO&0s7BC4r47*JhF}ox~
z1Vkaf1rn$oAm*!-E7?|wTnzxrN(f)m4la7@|7$f*F0hWqP3)-$4dZ5&`Mt-9M3Xa!
z&u<if!CA=|Jjrnu<MlC&S74Vws7AzFG_Xq})Kk*E)j~n!8j7|ec7X1qQhrMnVw`HC
zOn90k8h$>(5*Kw{F*-vuTAw;`+p**XbChzKO1_eX_(VRy7#~Dye=m8Ir}Q<jm9i)C
ziUF*fuc(5JL&2u|gm)^SNOrA2%#eb-;K`Y_zgxu`mNA;gW|7tPSzitNL*eQ6!E(M{
zu~NEf-&d)yQQBa~j~U@VJILue?D71oMAv=;?To*w3>ATI_Boo*gR*dJ5V`rxsh}zk
z@f3~5z&`{t#5oet%v;oC-T6R`g+xIJHDO7Ev$(9xmD16IiUCX@DYa7;a(~1Zbxudb
zK0Iky*bfmdv4<J~9Dy?uehow({S+;WDc9F4UI_PcwzAGlt=#e%3XBRu^ytL<<aT5u
zA*cc|$DDQEp(?cOS8We{R{HheuAn0CL!3Pz5>>78uhDwDQ!UI5e9_8$(ZamxK39W}
zDZNP|#+>(a1nO7uRub#=L*c6<;4SFhu_XABI?au<F9@JJB&L){cHIOQ*iOK4#u0lh
zsYo15>I!4BLSyf#q^yLv|0~klXA@);CdFYa>B=tgIhv#I-UQ`{nK2@}s+V6KyWO4U
z)O?u>s;DMi9-B@t0f@@>N}P7|3RQI01rGN;oq=;FfceKm{1W4;IbswU>|j(r7;zOs
z<joIyrC#edle?xHixxR0ed(w4-wZTZ3Ai=HOGPChC#@ao9K#ZdwOr6N8bRvy_q^Xx
zLJo{3x73*HW%G-0WrGAu);%!I8=;>Zp9ZxSulNi%Hbpq-d)g-v_4?7?&e`in(4TXM
z-+3G~n4XTgx@^__+iTa=PJGFg3TOq}vT)|H@J@tB-@5Ac@B>A?mRWB?Us7(7CvRHo
zTMK@|a_~$-UToKchg(s~+z;RJcaUTOh1Wp`wN)s)iv-J;))t-(dU8ynb=zmRblQ94
zhIN8M<e7RN{fNYJxqA}e`UUIqt#ts)6BbS#+%Z>euJ9-2q7&tCKHJUzYw`M6+g|9z
zPqa%m+)omZ)2>yR^@TRdxxc$I*CNIpx*s+|fvqZ{+gVUHXrpxgl}NrF<c-x3d|b2L
zt|r^3@^6M=T$lt8hQw_|!j>#yn*&>XaRpBsCM=)0O};RWvlpt9h~DQx{P{zp`(_Vs
zu~4i^NF6dm+Hd&KEC>HqL;OnxFzKJOoo-1DKQ)41#hh-WR~Y;p>3{t&Mj`|WCAm0%
z06`sMF2~6awdV-)IE`x?O1&i!I}o|KdEZ;YQX@E&sYR%Senb+mG!uF*g))r>yV=Nx
zo^Wi56b8KU*UZlX4SU47ge}PSBPsR=(7d^Z2wDf!48aV2HVGGm0?cYOj=4MCRbDgB
zLSFeGgx&mN**7|}v8iy*EMEvF7!wrNw;p_uChaXfnf5UjyTS37EGQ;(oQ2zq<#Gva
zoo@Ak@3d2JS<Thd)sXn*c)}toxFzY`jP^7+%yMcS<m&f{b$k`d01eIbs5Sj(Hoh*r
zzdLR<Bef;B0a)d)XQ|0EVqap-E(>iB(!PhSwnVwjKQqC-_FoM@B7U94^_^Msx92D{
z@3W$M)nRNEU2t-1AP`8UeK2<VnMQiaOH~jqjSgfl2k$p(#O}8W-Zd~1eWh9{zWy?c
z(Nso)ZeRaPUF}(@+Ao#zAD#625m+X~I%|Zj@~$xfzgWQu_!=fD&A8I9M;;RK3qh_^
zV-ZSB%k9H|lixT0PxAY4i5V4{w77Kzrl)q9gR6;xo66Z-_d+9#6!y`M1)7f!1V(5P
zkxs>9Y(x-KB2oWM3veuV_SgjPzfQZo5pVD3TdE*ErrmEx9s<va*kOuZBV^W3(~Q_q
z^zydU_I6NK;eGMsz%iVjF^eGdY)+xeMz2Q0v>f?|F)2D@WPn->$c(kqAYFhRv@Tkp
zfi<(Ak*9&#R)bm1+4E!xDJa{kYBi`~51Yz?^#Q-VcvAC#J6M!GpDd|zHj?@T8FOul
zlwF2~904na?B+__CdG7;_vyIdPH^Zdy<<wS;$UuAQ0FUta#J1Gx2$l`4|xZbVu!)M
zrOHcKC>55AZ1x&3Uh+$s1)$vPGQ@_GFLx&@_0)Tw!&Mxr<;$*@vsBBZoQxB?#r&*e
z+NUwezDo4P>mSu6C#ov=edWX|Ugo^i-@J<Wb<Wr;c00X}7=z)y$d1*h6U&yz4Kc}P
za(Zl>#A_vURcihsIeRJ*`(<DDm8sL{h<mmmO675sv5X*<Ao->V((DVPMm0IM9U+bS
z#b;M*&)X9l`+@F@o4H5}L);z|uHr)^HD}8-j%`hUbj46M8%gy?^Tv<H%VKpSBvz^6
zCi8D)%Gh7zHJVVQeyB*PpNPuipV|{^`h82SV6hs-6i^IfoD$i#f}+(?1FFd{<q+~%
zJzn8NEFDa!n9Y8)&St*cKb-vWe#xLp+~Q;v^0}Y<fBA107;FlZvD?D_{??oOB&#uk
zRFPcjuriaaW1ZGYoa`t4tA>ri&hLkHybR^FS3MhzWIVk#>ii9B^<6ignG8``R|~X`
znlgdxj7^lt311FBM`e(>Ja#*gYE9wZR&*AcSdBq&?QgNH8r$vGd1&<)3VD2uUloa2
zH4`C3FburK!kna}i!{3*RbV^xIAIn2U##@Zc#5A_NZI4Rp`uJU6S>lb@K_W{X~R3c
z{^8*04GDkp?Bf2?0@o<M*6kii07X2?_ni~Z&qUyspK#<eF;82bcV^O>>dCGJ+Fji*
zlD<ZO{M~MXQP%jbRZ@D^#+SO(VfG0G^KVyQJoKG5;o7_0rhk!<dN;cFv*`8R`9Nsl
zmnYg;q;4JsI`U76fntlUdFb2dlU&41H-tRqNqKKOT`^rOStYt%*#91i_`ro9j-8(j
zuIv;}ro?=b!F|AscD#m0Ai}r*@`Nrx(hlch`e~SmV<hpx3n{Emzy0F&=Rk&m_`n|)
z^?8?XmvUu(>o8Z*blR5C&-d#n=(ddH9n4)aeBW{|Fa(cD@m>X-96QqO8H?%4BL|!t
zhV}Gh))?2)Qm~CO*}uG4<5VH_wk-2cpA>mEBRmB&*3t4f9iw8cuZ3|BgiY{=naED(
zQx6<du;P13;hpl%-%P;lW<c@iJ4s0jwc~Vuw-|zN^!5$;g7dLnz*)5+-2rv$YLFL;
zKT9PiI3^#(l9loP?g?RnD~XrWybyZY*!){0NEdi$(gd8w<UAm@L$<{`o6`6>_&JxB
zOU>|fOqG9sz6{di4X@i#o~tCyWEw}aezS-0$|F?pmVk4a(~ioE5c^IiUn;!19n$8_
z<kQ7IxxK;Q14|Ufm^ptfXJI4$#+d+gJg2H5UP~v{#<Dcosze^hWg!>P87%U>Hb<!C
z8Ox>A)X3C8lo*kGFc$icXvEdmD2zhE5QjGw5#iGKTYad(M)u58ZJp$J`Lo`OD75`1
zu4}nt&9G?FUV8?+-yGK9#B9OQAyVJ*A!ghJBIg;C$ua5~P<Q=?{MG!YzxzuC4U29&
zn%QD9nTaY=-ljVKV&k#rR>zfpQ!<a>Kb4y;1jawy7sfx-wkdKiDSPb7jCqk~85UpO
zxGi@;<;Fps%<d1U#<dR1pRmkmh7}&hYXwCXl(<1U%zt;7-`P+RO`(ted6L*IxQY~J
zhT>s-xzbr19M>evCY7P!+?u_-;kvn`6yvImI~neLKY90c8_$iWBj;G+>d>ze<<5<^
z&0?i)qTWykda~Mn_48VS9kHi@MRw#fKT=>ds%~304;0R^9A&VrD;B;}6tKmwC2|bE
zDKKQXiSj9Ee^k1>NnPdK1F*t;M4y4(uo*L1&2udpF>Jw)U(03kMY_+&mFUXEKcC-6
zeKMSROPd|i&YpE*oqR!jqn0iMd*en*?jF;;?fLt1BD%3HRRWG^Ru>23E%k^8IBQto
z0Dp?*6eadv#ddK&*K_$n4y8q(A-{$R#(N#U_WQ-JEk4`cP6kqES<_g@sRaEX-iO5r
z5~BE;A&lV?Lz!#y=7nGz3-qg>D#y+Rf!2yFr+GBzDM<0_k{8)H$dLe}Ua_{HUSc68
zXH9V)7jD!h8Jy!NceYqGKKF4{CRt|3Z+I%mz-vWHV2G6){FK5}UahagZ-kOG)?(y_
z*pgsJmcL<+jt;tp-Y7q&THq&sDPId?-_&}S>1`ICYSFIYu}sL&+)D`+q3kZCnRh1?
zkZ#Qht+nLV7J1pAtGWpe2vwI3bRc-wC1x=72^HH8HyH_T7Cn064oYyvSZby$8rq<6
ze(u%8%>gYSqnM93m>hmn>X;W<cn$=j4W5}7T>W+$`cfcuXYY0f)vyG8Fx@Eq6l*83
zm1MH`klqN<%|i>7y%9^>L|e~I)BOe>uDVvD<W+UJF;Mvgp^sp{t9|Tfz(X4>WY>nk
zf!6Ig3GTW+R(fBoAD;Wgu85difZ;J`rF$~z%6(K8n#JPe;3&^f$Y}s>7ml-Ux><LE
zv2d<qD<~df<|9;~kQbc57=M%CZmsBNOwkx|NGtMw&o6zq(|oo=pq2rB$v!vcb%9SA
z4BzN|Xuh19U>j`CeI=MTbBpoTZ7Ge#OqgOZp7r6$vF_fx*<M$XxA$c4Szip8j_^%~
znffc)ii2YaBJ9jC?B^g{WmcbQoQZC(j{Lb&=@cqPiOfs-(K7|1kCoO{k@v!DjVD)I
zW<*kG%h49FUHo^QEyL~c{KQGg_bZA$xV$P-IDMLyMDkxNjtv9h8x7`HO2Jh^x#4sj
z7E9PG2(N3e^Aor2&v;~6h9&ocglki&b>9jJ-!O#MC(NpzC1_K;qbQPiP>h~)@Pjvc
z9{1PoZ@rxabVTPEdjd`R6;&T(NjwHaYuN)FEZ8Ss$dRqA4uEyl3^Z55C@__Tj-<$&
zcYNiYoKR!Irx^B{HwUd*YHO;P0+K@O)e8J;BX~34!<i2_80VKrvh3(hH}DRB%;GH8
z-SRk*q{Z7UlD`2v4msgHoK7w<B1~MKThi=lg+2$^c;jAOeS6y2sx)ZLm}}6h(o&9f
z&du%i!{uZgwN&_2z%vCn7~#l-x2r5PZ$rynkPv%-vOOT`>zv9%0UY2~llfOfAGK9D
zonCCMEQyaOav?*b8Jz3#O4R0twaHq}W7nVhVdd8V0>OVKYa!k{pPMCXbx=S81DZZ_
zA5uP_yTP8H+2-x8!}iLJYO->7+TOk-xR}e+#_?07u}lT85iV?9gGa$d$<tqNoXVl^
z9&*30C9*QxiVEZk{dUm%YfAAB|M{T6KzkgqFq5-6b!%~l)^R$z(3lm!iNME6*S~5k
zn&qS>e^-lnZHr}X9kznoOA?_Z{I91E7(BMe$O9YEx1YHLatE8tqe{KYe+$5kp@gcP
zD3l!RX&j{vu#P)%Tpcf(+oYx77~)%%ZO{5x8+?o%-?gq+x=%)v^Q7m(av5?F!%O{Z
zBF|ws)-b?dYFFgpOF7_$OU<o0{JS#nv=}@26AK2P+v9`guTXVcukoNa+~1lt9igMy
zR>^{z0a{3sIY8Lys;bH0LH{v|tK}aY*URNEW^?dDEC=;M3$i<Gv47`yO~)q-&L03x
z233WYEhIV6j01aI9_0a5E8LqPm_EDM#@Ali&2pXLwCtYkTu)Y^dD$!YKI31Z*t4mb
z=lscHf7=I=?Pg5$Ok=b<<5E!Ef(VgD*owb<+MopbR~J7h%bCJB!!XrqBzV?^k*3Xz
z)cx3!EzjE$8H?yJ{_F2h;u#utl|#f9gTKqaOML}2P;PT6+5*woBE?$L5dQY%uF1fD
zqJUcVVO&y`T0~~~$W-jnlsZcI&BO3%$twpae5yj2A($CN%{o-1Rp#|8bh}(Zwq}CN
zw?~#p8)IT}`4#La-p#4}A`{LQNE#=UwLF>_6dcUFsc(V+U{+T-&l;cD=bbNq`4&Y8
ze5EEdfdp=~864~K4q(vAuRw*|&DAfa$yR`OL&eqxKKt`lAU6g2iQ1Zh>nGW7e@mRz
z{fGkz2`$$W6x+YjyxqdiJGg8K&E(w8{OyremS?*CzsP&5=s1F|TTHerve1?+W(JFy
znaN^iW@fUOnVD&X7Be$5Gc)rD?%3b|-`pfCS;<45@*rtVm!_(_=v1G*_c<G+_SC6{
z6(zYA@6geI?l^C6^|&%SGR>Bh6ZP3Od-W|~#;@C8^h$)NPBX?6iq4A8g5YMx!%J68
zip;&}N!i}+O|&7#X;)x)<NXQP6UTN~X5L905^#ZfH(UtkV$j$7DLD!9ha4bqu=a8)
zS8yzY{Z`Xtx2&Sfx8LEky6qxYKZA7g+m5AevWe|zEagi2S;q3uPltT8{#kDDHWb88
z!XfHDjL#+%Y=85u?T~PT((}+O+OWQJ%bZ-48aFnFc*5lMyAgW!g?l()AX<I_W;WcC
zg&?$&1HDP9vd^)4HoHdZ$4w>maY4y^Kw*dk{#wqETn;QXH$ejCLCZN_m5A#*4e0B{
zEpJPD_D42xx9TiF?REKy>vVa-yC}^zHObzXbTr)dN3yzl7H72k9H=7CilHfMf{vp9
znPJ;R#2u6}`#-sLLg-`o{w5Rp_YoZ&=KpB{=%wV;aGwdMnbs-VqGny=t9Z6t$nH`T
zDG;#)>ya_g5Q8i~JxRF!QS;E`OQzFLmI8$u?zIo4rPVG83yydv<SCNkcqb3=_u7nL
z+WAoH5fz~7{DOz`!z1&q&2_xebpOWWq>~KjzA{P!95O$F5+;e}XD7=Zzv*6he7cxm
zn6c89c&wMtaHes1_)%LG6=#nY1jRc20!}0{+dMG^Enkk3=<jWP*FM(HWBy+8rMM%(
zy*Lu3<@k(V7rhb3c~+OPnzSM?|Foj_kUwPhWS><QXX|iy)~uE2SkuJV@Difw`j{@z
zA`(T0y|wkdkqq&A0_b!30et+xXol8$BhvYBkv!1p>E)H;ZpA<r$UyrySl3C$`A;1V
znW49!bLPYs#{M!()uOD^u?PW1y-r%vk<0t-+wRvx%0DKepEX98C;X9iU_B1sIv=4X
z|9F37lWw?uT)wWx2QRe%k^c@xZ(Qy===iGsl;dBM&LAc|lbfC-vvAJb1PoGaOpM7&
z5L}P-y>HbS5l+?&Au{eWf9!yiC_k2xnW1Mlpf{?5gPXa3`w6@LC|TmhmOO^R;V52e
zc(Ay|vs0+&gm66Tcoa7~thOFNn`Z3lK+{qnfZeW_W<5{8y@L75O(PM3EY?2Aya%S4
zFuo8gcY%AS6)GosFqzj*s6}ILJxM^+QdRzHp7Az_l5+vMzUAn#u4sHTbh7I0f`K8P
zin5U{S;Q}Tazfx1a)z=gY4meK%BV(W(9i%iP`2p^>+Zsb5LU~WAkn3NZ})+t&5P=e
zLyg^vA^ftG_z^hGREe&c^k?m{m~p#E#E)A>StkAW!~)W~iWE<rV}bGBubZ~y_fO-~
z+fVE+iGSD(7+S_8+WzE6dw41O=!l94OS$b74}4b`0Ntvxq40^dItRN;KlY%l(Y%_d
zj64U4RoBCJ`FMM?Gnn0>Mf&dQ?<P&@p!Ai)F6>aw%f|&b3n^aZCA~PeU-%y{I3%pm
zO&i%==C{v3wIv$LNEz=p(D|A;q~wG*Y%Xy{<Yw4so98jOdrPqx%hkAHL*@8*$7yx)
zNNvkL#5+9#*X|U5FY^2X9S^vfxGoQifL@wjpsRH>#?QmMiW{c}{ji^umCndcb7?j>
z?J`C@9u?lzS$Tb4@RwbHLocD(^%uy!mmhm%iW}|O9zI?X_0f3v9`(^@VKTUz4u1I_
zyn7p>8)O#u-Zgm7jPM;xA~zV9?LW{}wWo(ySOu^_n&j&6bY+)c&ChghkH8^sf|k81
zZcFnkhuL=EaLWf6mG)E0<NE}({^K^$DH%>e;~m@?_;2lp*O$q?#Ph?G*3IIpXM?jy
z>B~JB%_!67%8f~BUe2DPN64t&k5hyi+~=6bm*8M3XXZB91qD2Zv#H>{3ZAZ&$E~MT
z(I$5%GFm9v@%<7rp-%RON5PTB0qnu5XosK1VlUTG(Q2)gRUL$bZa>{UJKfxQmu0=W
zRt6DcoEo#GeL~k;ck1tXD!l>e2HC;SZh_HQI<HifAD-D|WxQc-iaU(j8lBnYPIwMK
z(+(m}TU}pEk9bBo$TwF6&*GVg4k>uN`0qX(KE~)RNdlf)VnN%T-TTSCyo1Fjgo+gD
z3s4x1uTnncdr9-seIIiU=!>XmL9MKRM%N|IBiAjP+G9?<=*wJj*gRlMoZM|YoBa09
zjb6Jne;cUNr)%P>FRns&C<-hObj8#$-=qr!X!fHcSCrodvb_{I4N)qeNk%?>jQX}-
z;<`10o2ZaNNJ=9)E0}3WNiTW=GS2H-&Hp$p##&JI&NBwpeD$z9pDdW!&b{we0Lr%N
zsEJRQqYVJP`#GUj%)Hj5fcb$5mZ22GUe+Arr?yZ6UpC5no`4MYmo9w?PBH73K@{dE
zTf4eYog=W>>Pd1*gPhRqntb+okuQ89Q)R+OzFm?Kd*#mhO%BMd4{lHM;38}L?0Y<T
zSYSbRjZS(MX8pJJ^hHa5lwe5D+)|%(><|(T`Jtk`M9$n$p*>0)HU$KuGu2f%&#RR6
z++E<qFGJa*rbo>6s6~0r`?5;(Y`%Wy(2TY^GCjpbBWch~t5&!)AKWeJxf^6&tI6{P
z<1+z=V6EtWY^PLzaGH8IhX`sM8S)wuUeXLae3COqGef_yByem?+&L~z(rMe@^Q`f`
zs&Q9eub88Oo33t&D6(^N{$PAy!pVDGhgowJ#ngDe93_`}#j;p*`E&T?$}J>lg~;;R
zgOIn`2DM7L!2Yyvw|xET+j|PW<)ufv;r_Vc>`7^X7Fdq$TLV@leRb|@HaV-;fQ|Pv
z@9RMo(Z1jx3)zrSG+C40&PiP*bz0iaqv9>r?6^c$e`((4h&&3tEU)YQ_ruue_WMt~
zFZ-KfEi{SJ(FNCc@W{)+vfhNo{x4_Q*;|iV@v8MJLqX}CpU4EcfOp@td1CuyM<OgK
zQwK77@$7AO$prm&Lv}qruK`Dq6l|Izs4YzXY$u67>2Qv$aA)6FIqcAKw>>Nhja<s)
zUr!hoIeH4Y`M78QDZ8Fb_-G_-#gC*$9M^Sv5yv$Dkm@C19>Wbzaih@4$`XG5Db`}l
z(V8W*yRbKF;~duMIhGb=9W}{Zy&dbARe#F1^6+WDGcrkOk$%J?+Rkx->AjXP6TXqu
zzWg5AVns#-`4{#jbT=0`)`&v0+b>*F+ui7c>QifO1=^{nYa$2NimP-(ty}mw9=51c
z|08oB-l$W2P43HdsmLO?a-y*WER&m+*-hh71{_fx-kvm8nSs>e>3+y*6)zx`$uCoZ
zkSf@}mhG@go0o?dz4l!75R;yoTwhC&$RfGmTNvjz_*MUV#h>-MX%++@*Xqhx+)N!P
zv-zn>lPlRPf5w>gwAID0^9%(BJ}(G&*8VKZG4+P7T68hLfyp5eBBYj{4f4tvs2PhI
zzU=zLdDG}o7T?9i`M^H)CINqnsH)bQ`xVGVBvKn0hPD`swZu1`l<NyL4K~Yt8vc5A
zE1go5{gP3^Qssy00()v*tD9lnm!Trny@sE~eGX1FK4Eg7X?zEhlbtSmj)}Fdfob<3
znuEFQqO6}@=xf~da(PN<^!x$O7_R!+blURhWu$OXa$P~@&SgQNbtH^pJiy3}8~(9i
z+Z|wyPbbo=t}S^?$XKKX8H5{YR*EyK2NlH~+xez}<7$i+V-a-KfNB290$@qdPq*k}
z<IM)85$|0{*=3VfyEoEI&dG&W$X?etF?}IV1{_M{pEG2yw8)RGcZgNhZb&3Lpp8c_
z(-&jVP0;G!M}oWok0PI~q|w-mzRloCva8{)^|csHH)v_|8CRiA(v3Tg`DIsccm80d
zZH>^7#w<<N8mkyBvc1=dzFqP7N|O>&uS<$`ks-1W5n510EbqF`ijRalcgk@o0v@<I
zt0yI{D}UEYW!)Bm_i@{gZlXCh&Z^y$5l`l7lTgHS2?^flEgEbmLfE)Mqc>p^V-)Vq
z${5<?)1FeA9k7h|g$MD^{(Wbxp}3y3GvR<Fb7d1vBH--H!|TJY?{FtgiqJ+yvVLZv
zo>WK7?j`Q-zU=qsYaE5)G<q0=mMo8CVtf5dvNOygm6yD`QZ6kXfBVt?0-4mI{o5j2
zgAtRn%aGKcG|%5hU`ZKmiU#&or1H&&`>{8HFqNI3ePCv;qIL!}X!DQ0M$RRKH(!6G
zO#m>mYmOUzi~@LGx=CepX98n=WYW+lA$!@JKYt8=siY&be=dv%>8TY|TVLg^JK*^K
z95(VlOr(sge0aem7fbEjl+o-Deq?lQaA(^xrS%n170G2~4(&6N#xmVi-ul5vomlK5
zlXXGR9do*ui<6n&3XPluR0VTqdx4j^Z5fI&NaqeQ#fqb8ik&D?l((FGerV#|HqCIu
z9Jb}ZvlZ+NMEbmk0rJK?OV!G~#3ZiWT*h37!D~3PG_-vVv&LEtkV-4UdLrr;I(T%P
z!#*o$y&PT){c~(~gv>m3I{oNVEI5n5<`Kk5nGQR|yf}3gmhN=heXR~QO35kGb$<Vi
z;fHSMd16M|xTix1W)))6piexj<*$WC%NF0M1_}F*@z6&;Rz3VVoB`YMq1B_#baBk_
zI-qZJZ+VO^;ce?Lhb~d{TZ&JY6z*KEh(|-3@$9BrxA&-UvhLTo`5$WLR&{;G`v%!M
zAZNAp!Z_>J(n)uMN;LbYw$4W+u7l#PDK67^TN_f}O5aXVs<K(L$7kqq8q5?+1YK<i
z>Nlbjkk@_gm$Skr8XL0pc0O68F})pgegkqcFMX-ig}*4kpux^%FTq3hnUU<d$7|7t
zWPfNp9qkiF44?VV=F-$s;OUllR1k0Q<PWkYbba>%+7{a$3UM+s`ssxNSaAWnJe5zy
zl^zn9D_>}K1UjB0Q<zA#hlIO|vp@MD)_yE~Iq(GTym#S{+BTbgSMc%hd&}<nF@34;
zKbapaW7~E}Y~fv#&HQH&xJ=9g{aKKMhD<tjD6}0<{#^jkBid`A7>rC$!hMVb4em<|
zm^h;oIxq0c2mMx+-fOm2Uu3O;vM!;DH;|CW>+wrwcCT=6(g0gJcdC-gYwBP&*AT7(
z;Vq49ABPPCE13wwQG0%S#?fm``sKT=Zu%q&84dd~?<+75mL`PalufEFCA~AbE6gQ&
zSBEP!|MDG&rW56qRdhx7bMj<ch`0}z@5in7Yw@tc3AC2j3^H{9I@P}&njZevi@NU6
z&CbeUXQkOU@qif}&pdbEm+f<76&&)j8!BLd)0TSP7V;+wE%WD`^q~-ylPk84)S(a0
zPrR<s5;~TJ?5iP3Tg3+}a3><GC9GfC_0UQ13`PxfWY6f1yGno<W52m4N79P1n^e$k
zFNO=Yntk!G>zezSIyJ{~vhlw&#TA2l48(0tM=rfTC^?Ku!xwOMglf@h&=LE!a`|U8
z?nt|}jU0#nvh^JRcqphb5qC8o#eHF0?wyr|T4DtH$SLI>-q^_ec8QL8TVwa$RA36>
zAc21K9P$Zf`(#_1HK-yxz($VL`ny1nbcA!oImJUG$M%_5&L~Z227+wqt`<QX*MLVB
zo^R6rS&J?--G?c>yqEjzh1bVml2fbv>0WeiojD%Q=g{E^u1Gtvr&iL@|JHpwP^$Si
zqbJGQm&&I@VtE(b!TD0VJFgTM$?y5&obSgblq-@xFI<s(#UGc`dj3acK6~-nptW56
z_Z@xb)oF_Vz8Bv0`}opDx$b&+tEtyq0C1Q?vmI^|oK>pIjt!d;sckX%a2;tt&Fn~4
z?RM1QfAJ!Fo=xML?z%8eKd&_zxJw>yj9+-^vZNnf!e3&nrDH^0+I4l*UpF*EQ<LX7
z=F-n#t*%NxC74u0C2MUxYJ0+vG8hk*f5Ykv<aT|B9#}4V@}3i8(o4hXshwp!ve?wH
z_M<SCqPWJ3)ie9FjK^N;Hs|Y-g##=fdK_RUb%bhrVkR0;^TGoULIHoVdog1-ur|co
zSc1Ao<S6-B)w>Sv+o<V!#}alK@nsr`lq<=4$L?n_V^W^p9`Pjv=ylUk{=;O11dZP5
z`_#S5!x!XgV=_@c)2%1*AIGWO$xM;#$&?Sc*j%{4c5pH_=V9UqA}&!&spb&zZe&k7
zJNdC|?Y;y_(ku>5jDBsM6xrE(6mK$)jOW`)b{<2nhfvUJhr~@ic*;e3ho$Xd`_UxT
z>$+Whb{wMS8~?hkON*w(LUF_OEVQ+E=pW>k{p1<p`(QT1_TUqBeRj%CM--ZFBb5sn
z6MHU~UEX=28f=En-xi3%c}tKj9!MCS3r~s5pli@R%AL9U*>d-#>g@!*l?MpP>V4Rw
zpo}qeYjXCO9Y7IJr)_)S=3eif^f!(4z(240vn1ZYqb3Z=K77+7)YYZKw&|_!bO`+?
zIwSoVE+(Gk0GCe0#|6wVTnBg<s9rWa4e@&_Yfs=BQ(|)UMz(mj)$Wr3kr%^@HgD@{
z+f!5o5}kBod^S#3eS7$`Tl3o`@dB;Z_{lQOLV3wR^Q5e9XL#BVBPKF5xeODqJHs^T
zfQEUw+V$Yc)4bf*Pb`j6B>tEK%cQ0jIVV3@H~xCCC~}QAW56!?kS!KCu0ej`;{LIm
z|K<W%Rq5>;(7?F~FTMEKLGQW)B7!n`K4)sDjYyVoW{6K)9X!><{$D!YtD{J!GR=ux
z^w6TlamU=A(ergqlTmAXj*Q38jo2QZV6g9YN>rtSDuS+E9ntwZ3sPRq#uY0od+Rr&
zeWLwGS|ygMb$Vl<hij$Kqu5J5MnV@)2cG97Bv@Wxf`Q&4Q(_CJ(C^cM7TLTEcbp4s
zi3<P0c0@8$E`=sxqP*Fj9L_Gg3f;esBip{+fMagJ+uhNUEddvxP`DjaHoy4ph0~dn
zEkC>rp0T6oUuGeezA7P-J$e4Ra$V5MA-W6_it4=QE%(~BiS_(&`CV_7Z7=*_co1o;
zlECzLhYogqXr|FVW$T_s{1~w4JlO-~Zo({DboxAy@I?k2?&d73^ICh*PTQNltBB_5
z&hV`KAp6R7_it+l?d^lAt@k#>T6W@w(6<SOVU=lot4aBmH-YRg$w)MVP+T5Igx2HF
zr18J!>coj5qHB*MJGVdZ`zklRyJ|g@q<*^*h_}FaVnY8p^hd_VI~c5=EsX7hX?SZ1
zAJn<*{z#60+5}R0w4f*y$q<La7#fi=9`;6;deRSVRK{a-J7xr#AjmiE+gx)G!e2$g
zisvP_cObp%*4b(1*zLB7KXLYC&}j)Q#5_GbZA81ibmreLIwxd%@RE(%!<6nOl7R>)
z{&44iA;6*o1)zDzNEoJds)|62q15s-Q->-hMnl=8$+|lt72eP8ns0CpRw&eecGl3-
z#TXu1EuXR}h%H>eB9xWeR3-auCttHlo1YV?Es6~5AtnK+E5Q?M@V|Z63Rxta1-j!>
zI&8-U=F6y$MizhBTmA6;0-g#RZtARj2UUFlG%vkL{ADm%Ai=1wW<1EV$XL`h^~wic
z@B1B~viB=qx6fUJ;>V~UQxFI_tEhWUiC&bW+YIa+<U5#gV*2Poopq>+eWs<Tdo!d*
zbR{xUTT_%g&Um`jYpRG<rlj!LL1j>e63?>gepjVZa*1*>EyVT6g700x2jQFGI%Mi<
zhnA$xZD}=FC(w5yD^l|>1cL3I(Cvv%RV?yK+QQpy41Q_fBsbL6ajC+-+`*PD-KnyY
z$R6msF=5R1`~blaeCrGN-P-v4y$t}A(Q~Dr4eq7uvjWpGS`nh`&yB3r?~Ts(Dr)r6
zwyf2S`;%*P3{S08?=Boz))@i!Q9gMi*St)Y9DTJu!KFdr&2Fg#9E`PDH=I01=T%YH
zyB|*(1*0^iHhK)%9X}3Sk;Ec6(|4@_MjTi?mpj*sy!e;N*$&f+@TVVH-O;t8$5j~#
zV$bcfsWtmV-tUevpmSV^-2&_L^|=Djry$hnd1qAhc9AA){mz6%i!IjembCUH&Dz_c
zrtyPWDxRh_AiZ<BcX!e=<f9K_tXUs38cp*%PLC&n8pKE6%H}KLB#YzCEizgR$1WC1
zg-k9T_e?MEG3Q4(^M`xF$I^?*jf}`myphC~sZSl7Z~57<=AUf?Z%yQbjWC~`1qwlg
zQzkR17a2;~kLvJj8%~MsDqe6aLKRQiK(e#xuNmx-CX%FAc%AG6?a|KHr7W>j9jt)>
z5;R7N4HGzHO@V18pMBmmgg-vrj@nwN;;XJo-yPK5n?1F6D7c5?XB;)}T0e4iXJL3U
znPSU@XDK?Z^|9SBEr(wvn_fiobtnpx)uHL*U?fV}HuCX7j%$abDFWk(1Q$c^#HLZk
zrhTy==h6?g9OYcN?_@PYODWQ)8<anLCy37t3kj09;y<O?00H~j&~_c{?-$>0yxD#0
zqqPUx-a|LtpT}pRp4@gESHeU*%t3zp4$m1P>Hwre)u#}&$q5nMCFqA_E1hP1P|-wM
zXZBXRpwI5U&ST8oB%^_!DaeU#{@4FSFhT!l5U$oH9DUyH4yc*TZXO6k(r?4@c@*@n
zWA8KCY)u$MJC*751$p0z80s`aswgm4K+S+4gTB;QT(iG$0i1mcOiBQo&M;?gAkwZd
z2vK-Si~COzsQ!pH5F6+JJ*x2k!8iQ>p$C17gSmpiu7{Z}PqW$YeIOP;8d#B3YENUw
zJ#}Tv38nEwhFg@wQ}lkUDDHM7>xS-N6iz{5VQf;;fYYMZAW<}zePu1_-yX2jPXFJb
zL?+C(PHfn1Zx5^al@8;~i@J@glk!pTcIQif{P#zbXP1}R&u;4Km{_dWhVDUv1m#<j
zztvnv3xJ^Xj-m-;d@UWFN#JECV%Oi65>>QAyLG|vk)W@Fd0%~5H(bGg{|gPF+04)p
z;GvZ;Hj!KDkOI=`GC{HG@#+k$pV1KQu3+}KT;}bHk7AJ38Vn-T)Ybw&WF#ebK~)e0
zBjDuK*2d#-I^WS+SXjjC{u`JbxD49H6cDnI(7V0$_PA*>l0boif<ou@a>qYfESo)X
zcRbsCGeTu%X}Jd~9^AH#s4!8t$vyJM8d#!I_k&TuR$)5~8~(Xrsh{bBR_L&^xvw&R
zvp)*_@B*cTs<zt|;o#&Hmy`r2>}~gXnazHvI(-CA3bXtJo+d09mQ#>+BtZ)!_kDY<
z7h?KPk!-dMKmR8%o6a{D&@G4gh=v;9e6;(8Elq+uOX-k59%layTQy~S5sc@Z0(u%<
zCQN$F$TLtkb6zy%`?#5y6m!x3o1}J-f1wypvkkXH9DIfhk2?I8$-j?t(Q*oD1q=*W
zPcS-3p|hfg7X|Ba#hVaf)nj0nWtC$v_#Dm(NpzY@8Y6cRWqmj(7b{t0$IwzRT%gk$
zmzKF6Yb1IyG%c-r15ZWqrzl@iT}m)Hd4!6Tj-WQ6CHqGlyI?R4MdH}%>D2?AAz5{M
znt%mlsW^w@?96a;8G_9t8t)j7SMM$mJ#ye(Z^Ns7#*2HF$cpISx{{Io%dAK~ko9>%
z22;^?Gg@1{t5|Kc(sXY<KDpby1Y*NX;XpFMDt*WWl&*^33(B-SF3LR=pdBRFR4$2J
z2cc4;n#bto9W|qxs~Cc<vne0O01J}$ND39Xn?BF}5g9pyU~)t_V`yssX5yEar^F(q
zekW;zGr!7YSw=;X2DOnqLhi=H;pi^Q9Bu>XTQ<nOLxV5Zu<mR86VSge({qh?T%w=t
zgKNG!5D8it@b2E2=yn1O|5hwLgPVvt^mXB}N59f$pZ@icMx)JYlOwY{T`T=TxZzjr
zw-jkfJ`Gjjc?PoP^wH{$)xgF@DPd`fgD>!?E7g_@`~nO`5G>^mzu)HPEFTOs7siSP
zEs4Q}H_u6DH^gSCyu)q?J*H4A4Hi%P(ZSr?**?jCEpb{fkp1Efc5$h)bL|de5MZ{f
z$if`2-(VmP?mm0<ksO`|deLyV%6PuhFMho0MRfQ(FFl`c6#T6I3+5b<`P=EwHh@UL
zVHo|O<}}>x%X{JAyXudJa|pIJ-4>vV;>2Q*B*gFPMSn85?a1Z=YwVgUTivbA7sI$<
z>+<92N0Q9)=%0w9FX{DlQc@m(5^Xu*+^YBs+mK&~F)R&&IMV9sE7iW&I4*15u(WMm
zpdY%k|LQfC?_!{!)JzIRQrr2_JcLNlefJSeLfXOejaF++M7POH)lrVZuuw#T?Y<Wm
z);(QAxsCzP7slqd@{nG|>9H`byOSyr7ZoHwCv1Kfo|bsc2T=@*Msg>&#G53nReL}6
z;vsOht(r1LHA!zW9{<C83B7M3Kzs_x+X@>m*x$Ub+lY2HvyIl94LX{?gMf=$C(H&q
z`oz`E5hGSalUIe~^m<ZYo9|#j5U4+4f2yJy#+8#8NN{RBao0Sspm|3uUDEWkOa|B~
ze_dgNoCX7JZ*LUwq5OMZ)4lBnl+@JH{{=Kp{J#75s47}cKmIOoo3?96&?MhC^C*nQ
zW}o2=zf)4t`tcFv-p0f&=kGG*Q4qPLygY5=^_zLsFXiH$7IU;!)oh}0n@nksRyCO9
z+ns^}{#pL@AM?7^8wzbzsr?yv6iW)C!GnC$+}N1L*n5qha@Y0VmRL>~Q6r{Qu?we}
zJ6o7xN%$`fEK{~fDY&?epo~B>GawnF!5VUy)f$`Q87MUq$Yg~C|K$tPj)RoG%?F@d
zEx_|e&>o0=uQekYg`N9{o<VPkc~P?$RJ^+>*O(pzweH_JYk6cdv-GA*<eTu>9Iq}%
zI<Ov5-EKoibQl?;$;W)4rX?;9$B3yzUU1eDs~>iJuXE|ESz`I>jF6H>h+%x<>%Ed9
z&D7RVYGR<C8+ST~iu{8nxRN$_s+%y1k&0a7VD!gQY9V{ZX;mj~=ccT)v$GFaJ7^~J
zpWZ>N{q6LpbJf4rcE`fdPhKMP6ci$GqC+qkA(C44?eod$soTffqwf%7^WS~t<7~~B
z@88J3aZhi8qR^=|+wZFlFY?w*Ovq@vZbNLi?!r5tElqzQ9G_OUMv3CO?P;3G{;R%?
z6hy|+Q7~bQfwcWU+q{4KSO6O%XjWe{J2ikGcX)N&PH?^+%le%7$lfJTC_F7RcJzZr
z+G*kTKf7LEYK#d83NZQG+a#)}|EB06x7%Cdzo7vAqKEvuM*dSXk^w%b`G5cO|I30M
zJi)5;nq}k^OPf3ouG#Z)gFghBap!tqnq>;p>%T<tD<fOYn#2e9S~G|$ziniM)085K
zUN-G1XFT>aU5Jy-D+l`&D7j~rXA}`V7TQ@I7hl<w6-}k_o5vw&*>j|_CQk3c`;-E)
zCz>*efMvsT$3t%BeQ|G4Gm*EIj-+F%p$4Xm><2khbiQ}<G!x!d-VpchrSIO9sTS?A
zot&pb;u6IL)HjDqmCuJVk4XYECMY{>&Xo>?eT)Crln?ZF11YvBep7qw0nu)XZCGO7
z4T!>7ZztvW`sAGyco8Pib|{J8Q5$hrfPKO-NY!nPX~`k4(mFuZ?I6`#SC=reuM9VB
zGa-xv)qoObP(?)787FPye$}Qe$)6XWhh<;N>H2U(pVgM0etjQgXJg&tQpxB*>W+g#
zdOEa@E&Eh9_@GO%kR<}hx<*jn@hS>CsE!P?r_vcOTTx5W?P~xe?D#N8`K%ZKYNs<V
zICB2+O`cQkbzD^hLfFLdsRN#%kOu0P`CZK*`bE&Bt0D}d<BfZ~b?6rot|jF|rqOG{
zDaIKyTk*-xiVn7oK{zY*{Ilvfsno4yg0*SE+*aPf@NG3&?V|K<l1%wyV%)Js(X_{l
z^n{0*aC!S|h>h0|X|3tY7R(a$%ig*cKfgMM)aI)1+z0!GDC4}7L{m&y{g2CZq#36X
z(AW3>p~fwq=jc%_B_+z$%`r6%9*g0yi<g$Kp*oyy&UfwXDJomTgX?+Hg7^`PiNhQ?
z@sVmMJlmM)xIBg_n-ndYb8A_G157wA1&R!oMoi~;-;J>y6dXKIkB2!NgQV;iTSPEO
z(FYpY<M6cNqUOdlDH{=Pd-<xu<1mniT&JX6b(m9;olvY{veSz99BXdM?4lMVc~|J~
z;EB8ep(E*py`E%PwdBj#!wOr^{YP=Avs27586T<Gj<a8b;V9r|9m}F%78kZI?d0?`
z_)fT|wfD4nC+eF)^dUrzplyGIkv!mnv?ST-1LoQwm<>rPa=cnIwba%!HtCUl3Fkf=
z_}qF9))E?DRr&}VjvDW&1qq0WOG#|;VCcw!Q<@r1vAPotgDP4UKXmn`r~yN=;7E!%
zyLwSM#Ai~0feyg2iVxI)df4jV#mQu5$Y}K;KQ?uO3qWL1Fy^e63Hl++d0smiI&0IF
z#ab{Z&!})WD{*sZ4sL|}u<P1XbwL{MeJ)|{jDRb-*4`Qwhn08FN)+F}kKp;I^&*O$
z*Vr(wwIMALg9FtD+w90a<527j)k>P}^X;Ea9jSLNyr|^0;&NouGQIu!W2vYllkG{!
z?Baad=;kQmW3lm}+&#BTKKA-VArbw)y2*=V`)Lx<;PUJPu3Hd;&03!(a$OJmnS<0&
zd5~U!zt`S}ge60fdzVxS{c)F>4cWf5ZE{AZF@Hg}%D<<e`#j2@*^s1Ap#gcv?4!$U
zMTa=@PGb~u;ua%yZy@RNf`K8fhTM(KJ&RPDbX}c60P8`)p&}|G%vVRUr4fa}ZOUmx
zv|d<rpjZ3oUfwM*YOLObMTVfdB5m#R@$G{seyv{Sb9?@r+8KNPsYNF^_3(!fYD<Ks
zg!LpLv$*I*(V|E@!X3sdv{0SYB_Mx0%d}Z`6u)@wIT0_9rq4|nhM*$}^ujRdggP)j
z4bPIu)h<>akRb0-mcTw;PRaEqsq_|SXw+0I9GJKHg>?zIh{*9Zfnd5kOlPf-1HpxS
za<qRW!}J#fEff(I&?1p}x+F|1miIrJA7vaRiPCsnC1zQLAQB~jkxekiiG|W>5_$ql
zl|+5EB8Wr@(8;4<il=m~5q5iUS3GqP9!W?kx14k$FHHE#ybQ_>nv*6g;sCVwWhhcr
zJPvPF1o}G9zcguKAX5VXAFlcta1@jI#)ab*zd#nV6ZTyGhp{vUs&dJ}rc()mY&byO
z@Yl+k{Jgto6O)Vs+&}$I0?Rr;BHg+4p}kdcH`BQA_#ALeR5&MkKT^4vVAVVQep9Jc
zLeYEUdxN`_EKi^U64t2CbLfbbnqt&%Sji6`5Gq}otKf8K0p3~SXQT=N%qZj8Y6=5w
z>hmp)g7uwhRbgXk413Ig9C?YrD8P!adV#kr!YT*hb8{;*DPF5$ptwTP;0n?C_Woz1
zDGkNrQQUdEu6%XedJ2DI<sY5l#WHzL8K%m@ll7F78wfwJ(-1-TaB>cK&o_0STuy+b
zx2n-n8pj)&++tyo!Vx_UNceVQSnk9nG$fb9G!8IFL{!Q8;|JK6$)A}yGtaEma>BkU
z8G!mpsfIVJ{aC4>>{U~<wqD|lbM))HY7y``z9^!RSu{!(M=8<`vM}}QT+1RiV0{)~
zo}8W#RAh-oc({eeAxcP5lC%$**v2$t997v!NnOD<)A6$Kq?K4hjG1sgjk?c1mCHq|
zLT({ZQ^U1^yLgjNyOKyST@bd=2ypgkU8&C%OT7m_Yz}JxE-}D&n5v}lxN8=3PA15o
zxYklmS&Y2v+Xgi7v^@;|l$c#rY%fz*yI1$g+683Cj|1@K6d-5^Q5JliM&e8r3vDQW
zr~soMIa2i%lq&Nn9T^HZunR{r{>~iXDyj>4BZ;Ym=LwN{Ttx}5I>~t&X7X`GfODpO
zu3W5xaW}`0_7T9rD%@8>qv8a4%3oEMUW2wX`IHCdBd?})nj)<Si2GGa%I*AW`RDp7
z3Z*qi%tmj*bsMs!wK3-HlLbr)z5u8Cvi#sxrBOlU#PY_{7t_@v*R{O507IkZD!KEU
zy0UzJ=2s`(knThA%@2==kq6b<n=>nwic{DGImQygLpli305+n32e$iYWHHgtB)fnG
z-yFlNA}PeP6CI)_eI{F;$^?1-`6ebcjLWEUJdU+WE|2JeFJ9;7>#r&2qV1($0a2T7
zilTI+oK>hLdqU{|M3JOL+G)ibt8x0{V8u~NgAeJAt@LcM4d7=$2tvKJFQ{?^Jd!$I
zW4V>Julu1JZIJ0_v2TNr{CLa&ztUm)ZtL<{?A~EiB_<^Wkc?~<p*hxCGpW2z_&$~a
zW{yf@hn&^ICQ0P;SD(Af-usav*3uc)f7-XdYQ7_<LPc_WBFxs0oMN^4&Ze?XgcCHg
zk!niPU$}dBzK%cx)WUJfsOQ|=|B~UwaCl|HsSFARs4L2a@&9PY3`<y)_pjMd&WZ5q
z*38jf{x1FI3!K7w%ysg7;lMa?Ja-gxPCt{FwS4pa2zjj^Nds*=QA<J``rcwNr3*?T
zh2wbG)xp}d$^$~->W5eak*1l5cw*6S*mB**N_5O>Ae|wQ4cjWe>S11$cnTNuXFab<
zPWdR-{PZj}@39<c=SaO+WiEkt#bprv+#XLk!S}-C<j#PZz#K`B^tGWRk13&O5ygMS
z4f`J11fSdd?+k2iBQXv%-FWfSb17vYQJ-r8r!RZ5NOUUbn$iMDy_jMl)PufPOQ~wC
zJUorJB@pH3i>K2mhW}<<%3ywwf@df2Um`}P7~G<Xs28r0-RSm>c`6P48cKVS_p`sV
zN^RO1c{ky-3#k`kW_UDB$>&e@TA_q=8UrGSO8}Biz&{`VCIZWJ-Rf`ZDw~o#7!PgI
zcWUXTy!_2O$*<LcnQYEM+bQt}nJ@2pWh;*0xs7GR^#$=9Rt)jQMsm$$Qf!r>nRn<#
z5T-3;!En2Vq_XK_d#}cR?R;ksX{d}s%Dt8>-JkF}a)C$JJJ*4Byh))THQk%xuVzlE
z#qB4^z54&?)MgDj{?Qhovt62U!>@7tdE{94Tzdj~W6#gsSmInbY@PWZS;$(8SB58}
zZeesbt=qVHPArGP2Q7d0Od}K97GN=96(Xu#C;J3PV11<ks)1(_V+l8^y^!s`<ViIq
z$|ubA?KG?HRaO>UBw9<2hE<PG?^MO}J8=aVcemh2l#PS0%cQxaSMxS~_V7a<yrA1&
zw{lgmTpBYNeH?PKA4$8epM9@$L`qi%*=92i$Cjf*;4}e%hjv4oaoInMnps~<m+(oH
z_I(3vgBOxcGd_~ypjq0=_XjL)8?Yz#77Y3Ju)iQSCpYpg;}9c*XuXPQr%$9i?}(>p
zwb~@u&eB-~ZyS1R6|e7#`!<KgsKo)f0_%o8!`dwx>hcp#Dl7w3{inZVjNo?HLAr4J
zS0@h0|5bITzv;(zLZ+Qx|KYm2nZvP2ml|o?741`CaqWm)lz{*4-#gd39HewvXl0Ue
zB|}zeh*gF+L}FEptitN*+%jEbrP_HU^yN0ZL>04WBuz%f8)km8Ro5F74No+yY3zR!
zQP!kr`IQBCe@v#b$uJTVo5N+Ofs~q0JMa?F)1rTUGj8LJ&EH(2vs<tnrBc{@VUY7D
z<8bVz<`&SzSF341AEKhYTaDLA*BWHwsqOi6{Kn(j8@!oS=J<?vdo6nTi<x&KJ*7Hb
zLW3q!{aa*f^v$&>s9+R=c#v^<)Rr~49Srkfkh{)f6^f?=VZ&_(Qzgj}8N*%>Gk$&h
z;aNC}K;r+X5Zq};JPWk-OB`8Tg~D+d^mRVDz55;X+=05{RZ%|5=xYPwh#l{7ZR2#p
zR28k3zG*>a!S|~cJ8gTi1z&plkVFwhNM`>2zZ2?_+>WLZn?^X57pBr}_bxu>So%eh
zIeT2Wax>Ae^06^h+kY;uYoz0|G2MGP4n&Hb6ti*?GN_COi%ic1sUqVztpx5cV@F1;
z`2AKv>@<jGm<XQc)sj)CSfgHS$tK>(!=!6-#(@B)F_ppVTLsIvh+xL{fj$SnXvKy!
zh}F-wjm>s84!Lh-@S~bo&5&qO=hiD5C&uqRb}98--9mB-oW86U!>p&*HWUP-3Bt<{
zv00aw1AjPz<5-9aqaMW6p0M=2*FeaD?0<BB?(Iz0*Lp3jsm`(<W5tO82!3qZ`+GLC
zrKDwD4R8yV#@INO-z1;#BO1qrP5D0+!bZkwS8rJNaNAvME(V=e!vF!EV-&F(HMWy<
zE<W7b{KzV9kFMQ@m~*gS`0`-lzqNIM1*wTdcx4|$!YS;w?lXF`B4<uUavI;zwz$-K
z;KgQLF>(h@n=0QVW7@VW3TSDJl*TJY8ap$Ya>jAlw$(;}^nmE!ef<#tc-CF<rUT9<
z5U1K}!l(J9YqAU5VN`t6xn{8jVcdYL;SL|CUGI*#lL~$ic!}~+mxcOBde$vs-taV7
zC<6w!%rXX*p~!pL(=-(H4Sw`HmSsh*u_*ef>)KrO-=ooD&^SupbvY3z1YeL|63i?%
z^1xn-X4+WFb&ZFMrTV8ePOqbm^iYcK|0&<gT-xTQX=^8CI5d5`zl`+ab-E-c5*Sd&
zgG#qOlPS{mH@RZ&(F*787Vk|0)9qrS!uV+2=#CG!D$6~iKwB@?$TIC=;tVh;HkqpY
zZ<QmR=cWB+^94pkzIR9j0`vo1Wj6gA8<Gw1G%_-?b-8^Iigb6V_7~n-<fAIXfLiYx
zTaKO@Q}zW8^IRM1KttbW7-LIGd0VUU0XJQqhCm(9q>FCWFEjtm1?YOfq|CPamS&NE
z<V$&?^Z2W^OLV<fCJ4UJ<HP4+gBMUrwF&gGkdrOSl_r1K{sm0v&2PjlY9Vc|XAC%9
z3$}Hdr)yZGyHopq_GoT<F)xGzKjQ(r;zsGXV33<>#(!9*duRdcB_f%zKyY4@eAQkb
zU}8>o+=BoG)fo^a(KOF;e8lu;%DcmdxC@4u_$hy(MaQC9GoyBLBm3>y^MU8k;ejW+
zX`AaJ*ti~kATaiU_Bnp-Q@<`<hgmgWTDR_6T|i6P^bA=~(*m?zEIF`vuw~x;ixHKK
zrZ-GP2F|#RN%viJzK1D0G^|igKFqwR=2eDmj$Z8#Co(~3lG?X(?N6V{y5BvKGjI_#
zgDrk3PJjIny92NN5c@Hb<<d1v)!n=q22c^4s-oAQIp{=z9|OgKZZ{NO4wn%F*A}y3
z&AB6>E*CYZvMo`>-n#8_6Y!%2D^a%U8-S2GQ&j;U6sPrUmzk@e5-nSSleCL~nji+!
zF=OAAMIy<tZKqkFYn(?@S7QRc(YA1K#Y_bKel}hTW3RJj%snW9+Nk}mNvkGTJ%ln*
zUG|lK#U!vk52jKZuZ=9T+C}U)-OKNB{tEf7k6h%5c<nEw+%bTh`4H%i<=-uhBx1N^
zX_O7SU0qLZ{W0M4=@qdL?N``NT{yo4hvao)rS;<qgS~yRqN3pTc(J{6yQ!J^e1^Yy
zmt^Zxy$WH;rXR1c3H#r0z%pz!<Xv5Ju(c42wc|ELvE*!@6Oc2wmdJw{rs`_+=01lq
zFgc1{!Mkp`0#KN>2wAKdeuG238N)it!%I+|UBNwVac_J%O(G3YPBK_01iOu(s}gF8
zYUGaLl3}te7qDpamYKz!0Xbl1B2^pJk-0^G()ZR0z%Op2x_0w->f!WNVkW$;eXG13
z$4sy)=U;?IRLZ-hz*KF(L|U>DUY4w^Mr>D)szHOyS+xw}f%sh#IMh7-stL>0{#{e_
zRM*?Mg_o$vPXa<r3qh>d3tEpWruBOxAH#$Aw_LT)j_r!D!J>YSYf%6zcw1?*D@pgP
za{l?UZTh1X3*q@~q&o|Vfy3b#Sa{imZnqiOs=+8gq?0Wzd3Ot&foP%)U*+N_(J8Rr
zxGVbcUdWOS=dN}!A8GHIU+}c*lq1z|!ej-X@CtS-Z0{huO^k#a6lJT`!oci4ZMio?
zQV()pIo9R8USqNeb_ZxwR=MNq(xESAVZFt&_;)waue}Zr5DuH}7~&S)j&EDe00$KM
z9IYdX7h;oJkBSEFIle1m+Z_{PG_c5@yTh9;h|~y>iE%L=l@RX|X0b&PffU~J9+bm5
z(+c+<LisQ{0rmBY?IMD0aYQtNf&;~?gO%ASu_@$Y7vQK2LMMuoi?Pqm&SA00lo3^t
zmd#vt65d<{F;$s>#fS%S{Ph!a^V@;Ny#%iiVt&j~XGtMP(hU3&dnsjc;#ldm09k`O
zg<Ey_Que66ir6o@-QMQw*2Lpn%yt=R0h&ZgozuL|fgkN6H9wJiUleW%)Xef1c+_4R
zTma(P{oj(Ua|Tr3?p)-p?1Vm!36EKo;?#&FRhidhtvDkKM&*%{834C3sT0LD;>4ws
zFAeDMqPyPm88JV}oxhif4@Z)&u&JdFrL4#r?D|y2T9!Ey7dZ4$%=gjG#G82#HSbTb
zt;tr%Vu~};YKn}pDpW9XP{(g7$sTyd&Phbg-7*<2ZAfw7jP<_D0B~^dK%dvlhy>RR
z4fNVcm_-Q13q+7%Wr&aHkSEPbS~&Ca4dx9;eu&|e&epYZkI*P&Bg#+muck=75^}3O
zH0K+h@EQ`my@o{7(#zc|_ZAo$gj%lD4vOW45jj~iHwTAuG=>)}^vUuu2aSpll6^4y
z+kIaqTUr-8(A3jhl+_?5!;;+k7#@p1`N0DCnKT|hIb?|$yZKt+rWyQ<YMxXi(Y7F4
z|ExJj%MwAd=C1CH)|6&wfKrf!iiN?%RmzT(Oc3X-K-6sXl5Wa)VnMRXK))mE&d~Ww
zwxJM{;R0sT?XA_RFElYeF0w!4bU&_7f`znEat{rOi4%Ez8V-_3%^2z1`jKu{x31@#
z=iRhu(`5(Hx(+?U23Am-TyqX=ot~AlIF%{fE}ZfEXL-Z2FcYj_)w)n$fcTgynvL+6
z5jJq2n7DfkJVdB?)=fgR3d*qAM_Y9t9D7(kP7|ZLb?J7x8=M)@;UITMFkreodVGV%
znU7{t<a+!}2kM}^I%LAztaddXPgxebNfL4lDPZ$3;2{04#{(f|K!3ZN>><<S8ro2t
z(BMqhOj2LhS^eorDAApjiF}U0B$ADZL{-8Lz7eIJ*Z+*C_XjoC0TO?&!wpb>U0oRm
zt+2m!=xSnE3WLnYe|@4uk1*@{Z1%U{zpoU1f-U&l?0;WLf&3X`{NIJ3It(!X*`NP;
z<-aQs<J+>OsJWyLeCvr!+B1jAIsOJQv%qd$hrjEXNJPer=+v&FAqPD%zC6Ul)CCI$
z4o@yN9#l_c|1eKTE-$Hv*SzAqLzmmW7rL}ZwuzrE)!p}JYb^z){|53YuGzKEx2E|k
zN;`Il#$L;6sNGxWQu9^elk)>lI#j=(eN%@Br$_d<KVk7nT0O>o84>OrR|3pA&18Kk
zmm1_5IqM$2LIvLe2d99J%_*oy5dS{ofOO>DEf+beO1DD=?vThCxf0c{yOSrPP;+q@
z%T<XSIjwva^u<pIJCs<K7WZ2=b>y4+9m@s;ze)W+r($KYsv`}|BN-rc5I9K%qkIa2
zXHk9U7pr__j->?y#v7TU&*&wu2R3B7+b$MnnpQq@CwDi6iZ@Sx26f#4Yt~QjpBgrG
zND)F;&!|h*bx51eORBnb`Z<2a74T_Q_0o84;QY`Z)d&Z#RgFfF{@;Qs#2C>d(&N98
zl|N4KO~lg#$Sm-2O8U<9#x`CMX|p;1AdnUFCuBxu53;Yji|UMhY*+Ko3ucHd`h_n&
zm1mj^-tnyqsQ(G2Hf#zTx?4N13(g9jiwL>#O1PnzXVVWLY9Esd;7f~vIxX8Ezita2
zl}m|-6gJ1SPtutFrH14}mH)T5aBK1|N(oIbmH1-QV64P(G)=foS5$wWHGd_aTP9yx
z`Yi7K7K7{*jfPKV&r?+Z8C83e=4E?9>6a9p;nVghE3}n5IHN=(8O_?jn&qqa_xv$(
z0@^cK;XA-Dd<BgFK>lvJd;8=8|Mf5Sv@BYz#r8jtGRsL%Q^TaH_se3EO85?T1S39&
z!sHVpL1he3U%hY!m^>OjL6oMFb8}crE;d+_-)*0-&8`@8#eQj#DzeFcdO#D1RSzj5
zSiYx4<)d#zd2nrM-x65gbsJKq%Gs(XU)hg15#16(E*~9ytGH7$dG(gjEAHBsFDMP4
zB5WL<W-tVZ?!)uDH)98`OkaPqwop71(x?L0f;X^_dY&zWF*4+dNm2;8A=+3<`~)+2
zgPuicYEmlqU<}>S4v~^e&eyw)&ahr4tQUwQ-v-fwKvknKSOxLBYgG7G$siD$!%Fm-
zXxD4ZqYZ(k8BdD2sAVKJ9w2<&aMgsZ#U0H`CQbauX80@_z-KJ;sT|0?tKl7gv?=s`
zg=tHmx8!mI>v|o=$t^l!GI)8k!Zgm0el?60itJ29-U+M=iHkOA0Izp86>&ep^;f;>
zr*j&!vnj_*#`u`%-8m-1k7_ulL82Z_Q-NGUsC_L0vB?9yfpW_PJXvi-g$c6cp2y6L
z=4}tT345wEuH4egX1IZhuk`2<8gah9zF5>f^NiTUkF%INs7msO{nP&5=9|QE>IOw3
zCW!ZvnR87d#4>eq9x)+p_XR4~1wJj2YhG`2%lbr_VMK4RZ`-4^4RPZAvDZ1-e!bg*
z-Ka!%63F!k$kVo1sk8iRT-?j*9Hqsr@o9?|Aqp6!&z=RZ9*G5V0P)85RE}1UlG|S-
z$BcX_Hu)3V!|O+GBBGjKWnaiNN^4t#*B&Hhiv8z6hXm)KXr~5Mv3$jNy-nSMSQ)^a
zZ69q}!NTK9>E^n~JeBJX>T(HpUidrOU4gRsP+L{z+Pby*sueK-M1l4yYH6?Ze6#uY
zaEsE4*6bIpaYMB{Qg3OhXEJe&f`<x1yS&hoOl~IEqTm(h6Y&a$U%RPd9v~}IXiHpK
zTFl~t*o-r8IJ70^IfFB8#i@4S&{tJbwD9O&GPo?3q{-|%D_4Qi+aUuBLrKIea>vm$
z$%oDN`oi)xh*@;L8T&Zvn1C?v0iMfl^u#QN&{_Gbq1{0Bc0nac?x>Jge4|T8Yy@Q#
z928+g9zQ^5;9IA&qBXm>x#sXUwpgjj`q<W0>2u&1G3C7B6591}hdV>Tt)Xj6B4`ly
zyz}GkFlugR|IGHYFqo7KyH4>ccUV!&o+yp)kr8&T3$@7$Ci!R1`4nZZ1^+CNyD{Y0
zi!L2B&18)u(2{;Ruh@G)knb#ul_C`FS$MGRBr<?fg9J2)4ooQHlqPZjE~1QzzZkg5
zFG7`iL!doG%W=9a#%ULlt``}foShbD8QkloF4WEFMo<o!5%8B5zc4bu;xK(L#>Dxs
z1}xYTqbw?TxbWV$&59Yri+b9r`oIh(jEd-g?J?+@7vwha3q2%ehw-$y%87L?6g%KP
zpW8hLg%UQNDKYGbEAc@VH&nnZIGE?MyNy&lwN;32%{*BQ>+>b*^$m%RoCwy4Pe(Ku
z?}h;;3gN&EUez7+hCV{DD$(qS-8#w&+01rM3hfp*+<&%H69G8g{qo69Pis6CtC*3i
z_fQ05RXVgMwmy$g5Y2Ed%8>P&>k!Acj!nhfJkEW;a0XDLhK$w(9QLF<YC`TV{59PJ
z)FX|AF-2lXEhTYl`G_zkn8P{WhaaNO#DSiS7>Qh|(ch*yS-!K4KlMUGlpaQkm~)}J
zbzwwtxz<JK@Uq7oh;@oSpl_&1auo74xb*lm*ldN4RupBCvorTe{}2<+gq1(VWVVys
za}vT$VXZ^{7Teh`X1?!=#JM7?(8BQ=!+lmHA-zW+sVutt)%s@)!isdk1f5*jnJ+o$
zY*)n~?+`&Y$UiJ?U8PwSY4{5;d<Olo+^K=)y@g5jy`Z7qd`FpSMwcsf^G_@iZ45#~
zEW1D1EfzoFjlwNu)}4hEaYVzm1+l+;!N_Aze-%@VOvxzm3+j4ScACoQ#53q&_lD0x
ze!K;Oo86}=r)K)iHSptGn^E5*%K?>r=klF|kJf0uC+o=m=?N)4M=5By-}PmLSRLY$
z<;Eq?J|=K^%#ljM1&r^Dt!-c^M9XnJKE?yvac@Q)*P5N$@bV2z&Ww<zRl&a3z6%+!
zC()=xM1RY}ueU+!F_0rwxJn89vX4S*Q}mU|fBTuA=l$(M*_>-h+&`f&#eP{#@uWn3
z!#R)LOaO29MR|-~c5kDUKqg|0b{4(>d3jDl)}2I_wAHdF<j54{bxub#a*_fiEJ*W@
zKUT@(AiqY>y6|K(!uNuBOeNPpPJAJ2i-GMF!^YvH51pQvyA^kZD^(fQ#(m-_b<?40
zCW0becfg3yKyRo|2OTn7V_LSFiF3Pif(Vtqy_2Qrb?yaUT7nHR=i4hm&%aorB&f>O
zZo=%P>1ih!#-%`07V5tuMu7(-2@rr?@pGI9zj!nw8SOWtKol7!aY@5LCB}g(Qbrs)
z%KzT|JtgK!r4=nI@N15rRn}R}oyVS;Ukn!pT0G_j%&PK#koT5Bkvv=fXJdm6?(Q&y
z4h-(@?(Xh7c;oIcxVyu^;O;uOySv-qu+8t@`#igUiH+D7`(n4FBdVdRt13@soy_{2
zZ{|@=@)bo%#1Zn?KzI*QO>yf_shW*p>BYkJmuqlwMh6l?TXe#@bEJx=rw7+Tsj@SW
zcvv+ELfKXzAZElvkTQ9Cw!_d*3Z#?JWP@uw!rF5lCI@ex+CzXrYqknwXKO<ng+u(U
zLKf5^xHQJrZyK3^Ks#m%>k!HJuUQ1#IdI_%@o&mNw@gQU8P5I*CqAzxYf6QP8wGPK
z5i8mj%X`_qVIcD3xG57(_a`#vPE_-&t0kAiWHqbc+*J5HJby_q;$SG)0EU6w&i)n5
zTQ)BGQEeOt8-j(?jl2sfy6dyIb0d_owqwo<3SI3ZbHSKQZ_Hm0zc~3>Ozr4|s33Hd
z<%_SIJUqS<T;^y|dw~y|kCV`E(2vL_yaRM|LeOm7RMq-g)Mmam#f0nO7o=wHUq^h_
zAzjPB_E|VD#evcyk1uum1z){R;_<S0q3WdS6(ow8-*uqhBB8Tr9_RdoS<e!P1%%I0
zK@Udgvh$roUJv@VbqJ_qA&ylhokiHaGnq)myOtN<<Ds)q5U!o}G+rSOlfy544*l-K
z(Yz_r<dnZG+XgHe2u3#`n<ToJAMF@u+r0!+VjF+6rKMfM4(NXP!3Z9xcw53b9~$30
zRowI$BR0>!xe!`}ioo1^G^naqb(d$@NJk3KGFhjUDyXS@i$#zT-ofm0%Gbhh6Cd6-
z4yrPQRzZMIk-g+Vh8D-y+X$?pSZdPT&fg&y4yG>WQupK*@}MXm593;Gm-JU7L{%e&
zGu^kGAGwI@82n2LSdsQ%k9U*0g;i)Lj!*V9lKS!(-9TagynKkV#A*RH5qyG#DLY3o
z0MG?(Ir~r4_{eB!w_H3|O=eRe#kXrd|D6&nuVgfJ1*8BbukqH6K%z59Yv`4!GzMR(
ztGx3N4s&tQ^#m5sbZ(iU#aB2^q@ykxFf|cGxb;laPLtPcM_RqFWc;TL&Ix`2rdD_!
z;XL*oN4_@?U_UK>@GmX}H=J#;aVkZZqA`|9qZG4H_1{&-lAaPVdU2p1-PcKs6yY~P
zc8nEDFFfvPhXDIY9v{Df&D2?(a(*kF*n0a^eQZ{RI!2`pWZ``NW8Z$nKj=VZNd(ID
zIqgwbpOUW|3>wBKSx18I;}vyc!9d8P3fvwqgHxjH?f^CLj>Z%DyF9dRkxwa&YWY_w
zcz041%%?8Wx+txrZlUn*59{~*4M|~>Ly3GXgMx1S@Ikx&QXPt@hk^?dfok75z_$H~
zJ$NItha}X$2u>aNC8HU)Y<HVo%FB4^<2v-ZuOf|EYO%9J_)5K5K&ACSaL9x1oZWE3
z?w?3OUL9a*ywH|^xkxI$@dKdOBq8kU5MAEwV4h4Ef!8K!<g<H;T}KMF;UPCBG`O5h
z`n0md2NaKGHZWOeg#73vMVH7}Wn1r)@W#WZKl=kF<oh3*)5%YN<^@=&eB#ty^DAlu
z+c{QP61;R~N71(Qw@F0?ZZV?rA5Qm)8t!;5z&4HmMxX4vpaPNMWEyP0kmJFVp{^1^
zlKh$IDYzu<R+s&ZGzP)#b>S+&3nxgGaTyspNgrttSF%Qt&ouJJZX-6PBx6s*@~xs;
z_^eyDj*qVAP8%YFYzAKmrHF^B|Awv*#z6r2eCNDmd%BhW;X5<(_ju5NcnNh$`SZ$`
zw_{!;2VSI&kgSqjw;4FdgrfzPO-XC4nDUN^P+ap(0kvdpCEliJDS7Uk_HbX;ZZ9U%
z+`UrVIyb1paJmw&T#R!z>&@u-+()aoFzZh{roJCf-#bO3h1-B^=y5buFEGH(*e?tx
z^EFe!F$JVHGm0kN+C2R@SQ#N-T-`e5p9aq#jFeY=P;2WD!G8kRJ627g5WIjMx?rY*
z#^a`1PYL|W7@-2=N0Y3iJwcWKUC<(qX?4>^Iji9gIMt7ea=)DdtPWkO<N3sV6`SC~
z6lg`}Z`E@K`f?nWoL(?N;IW8mpvdsw=f!ebb*iRcJ6Dd2a&B8(XMXLq$Q;2fCCLDQ
zFFM#Zc-NgHf@ZYm=8?I;;|_~`us?sK{@0>EH1oN}wlrnbn#54PlNwmZSvIL2>4r&!
zPf)h(oJ_Ir_Ut8lNw_(kyT17hSiz+YQdAOxI=U!ZbhACMRN77m-}Ys7mVFA~OeVNC
zj}kXm?L_9vNe&mVNqhqg0-%;VI8#_zyIq!{s|Wqk1|4%er&*SY<LeUk2PutRn0pZ+
zBBjJ!h6L1!!3ktac(?rz0wEC6D@(X=xQMetJvw0CK*>x&N4{#>bnEy$pWFr$v`h0$
z!k+b2Xbc6bAc4M4S-obkJjf!-)-ecnz>zkyTm|ld&$-8aI-(2ae+yvquvJ1eLo@Kk
zCh9-nwo4u2zFEeOhiVY<+3z0BDM+<yr1b>ZMJ{rFWa0v8C+VnTx~&Z6=4?i98WD(5
zRS59s$}gV7P!}2u+|^0>r$Jzctm(OO5_vvoCQ`;T?xHDb!IO#_P=ow1O}jxxYC6h4
zJYF@w_f>JK-+Lg#1R-BC=k8P7qu*==a<HcYDay!fwQ6aqx_(?W9Y0Ga!8Wkqr)7T;
z5(<Ib@P&>pmQ<LbFa)JwXVxW@wWjL!itp*(P=PL|$O`~N!tXrmL8jsll@3Zc|9Bqz
z6ZIwz8cwWYchC(F3@wN@XlJog$Q2321ycV{G?Fo`iAtP@j+M#WP0@*%UWoj)NYrr@
z_0R1oV|>ZBc&3)j`PSm_z`$=pw5e2kL+l7zFvWKgJe)r9=TTbaW>%nKMwXc~2%;$*
z<i)e2OsOlD-PzQ3G%DTU62MYNH#z$`mzS50(Nw#~E@!jGQwEU94kwtZP-rBT4t}Jw
z&a}uso{QuB$!(#!T%r-404T0bv>p{!biyw^I2nEs<XK9x9BQJfSb1Axe5(1{LezaO
zTDuFs<6_Mghs|)M1bLsZ9k|Q7B|S6s)Er*1CUMAQut8ZTCM?{WX^du~;b(-}Q2whS
zscgYKRL!x^#C+(%*;9Gr<zhCTLyx>Z9{%|>c%WvNFF{<t_#2OMdmx#?NuaO@*4k_n
zP#NjJk#cZCf=sG)<jd@1Mi}$Wz-#3dD8rf~nMOm%%1}lX<<9pzW5PSIDSp=HChde%
z<~{W+>B~&ZX)}kuLcEeGys6A`ptS3;J1&#8T~XFoCd7N9+BhJvpq+xUY~3<ca$paH
zYiUROepQkh71hhJnik<I#Tgsbdn+hXWh79dEHwJhI!%fOi*P&Oi~Sp~*2+>H>oLPx
zOA7B^6g)9*U=05n79F6~n71W8ZXDh3)kaeRaczCZv@j=ordLU2F{Yat=l$NV2~j%T
z-lnL%ud`1DjCr0cVUMO|E+b|^<RA=cVK(x(>%}!!H5HdK9<@}yOk%}0|G}w5QU!#a
z^8?&L^zrUyN{nc$<N3UG%FxRb$M5vH0XZYxN&dkPisxeSTYH^pWO`CAB|5#O?|BMd
zqFO3)RClQVBPIwSuG%lo+kSw{c{j`0VmiUK4{zCS4~kk4FhJ*M*%%AlR(6R4*3l4|
zt*Zo*2O?2155HAm{Av6^q<9ejaL66a{F==r1n!K)pdpRe0HU*7{?$jWI$M2%Te@!k
z?;}acdFTFMQO~red$2pp-ChwN+>`PDMeg~q4BK_1$PrFBBC1&iZUJBSrOe!)%07Ru
zr61dzpClXMWF;4mPQptR|4Vu~|CZE-;=v)cn5-q?vFwJqKo!!u*-ehRJmSKTi=}>F
zKw1b>?%H0nEW)=ARnbAAizv*%Zhi89o5G3$a-m8P-P(y?K|5k0x_+nLOj^FpM8q%m
zQ<a^)^nE3n5Ry|6!hpysh`>JCx8X09LYZSXP5Em}ftxdZiEW;8&xdMel&-S~2lRfz
zqkZoJDm<z3Ke-d4N0e_i>oS;v$Yh=PzY!%}|Iw$@MLLrEAinLydavCa#3u@Bbov^@
zK`9FJjV{9QPE2-`fy(WuB>(OvIOWNTdI6_=P=FFdhmadcLBQEo7sOO$RB~>AS>xP0
z6I?6)RseEe-%}u^v0@UNRe^`kO7GG(<_(k4@NI)!CdzeS-KDz_ho%SF0ojTrJWw&Z
zCxiJ*-BzOSqy^Uq(XfDN8F+Z}(hvxgRlyI3o$?&}N?8P&un>8ZjzZqRL1~NOUxLNa
z0ii&t+CPaPnF!{}6W`=2G7p(_lIIrYAuoH*3_Q&{D*gZtg|)c24`tyc{obTPsA-JJ
zuJBWh3#-kqwc=5kq^?z1N8!ahwDfgxFPONuR8ThvVb<i%B>*?~5cZP}z)<yOo!+jD
zN90hrZ~CL^s3m+n1g!AVz6b4k>tv>`XT&)ga966hOZS0e5tcm4E23dPGv^Sq;LRgO
z)^C9x#VQ5;q-{t>kUUXtj@din#19la@OgYBRPDNgf(LJ6E2D4ilF>S*=8DNr(J2Fy
z2GLWldO6(~I1DgMiJhE`q1bkVUP~2x<b?hrjmo=nuQyzgJFgocRL5o|>fAY^pdTwP
zk~va+*Y&cK+d8=J7+1_c9Ygl=g#RYQxPJcgjU!GNh&s_AaX9Wt?kHo4TbrykMGiG6
zNBLck1TX=lfx{GY&ZQHaLt)rncJ2!(>xVOUmDq6^8I0q^bEjaj&mgGo1kwFkpK0Hs
zu{b6tCwciT>_!WGuV?sNaXR6d*ow}7lU4vAkhontTF{1aS`lOD&sSfUPBX6;@+}$#
zVbzUMJzBA?ZRs!Q2AOP`x7~Nv7K@1C%)8hlCa>w1kx=?R+z4<w1OxRL{G&z|^4MvV
z_k5`wZe`D6s0Tt+>7-71;HeSt3U6Etf;G;J+ktoMI79B!L6gI{=4Qh$=8~QuTz>L@
zg_Wz4loVn`LfuzJ)p$qw|Iq??*B2<k8GD9=ei1)Qhup?YExpPlJif3kUN-b=qJ^*5
zBL|_5XUe!)-0v)$o+Wz61p_P~@)xxnAk4ffy6=q4wjo@P$aZ&&plH7+Glv@;xb0zi
zabBF|iaT7f70O^s>4Qqz2!b|Rno_Tf<9FQoB(@z<oFQRDCS;6I1>^Pd`7<&+7xnQr
zrJ6s^i0iBN!|)Q@Kaf>upGj)zn4GWxh&h!>&{h>ToCA+tSrSab(jHhU8Fx>MmkaT)
ztTZi@6L{pTLea=-o&N{QW{k>#`oY;0e_Sf<NJi((#=7fqHMc$w^Knll*_P?{pmf%z
zEw?;d$XgaKCvrPTm6e*QtBM8tm1PE?<AV_2nka5z+UMs_y)I4G<VE%c8XM9)KvK>P
ziM#R#dp>_=96O$)L~xCaExy+f>ArGjW3JtzH(s`S9vkAU8Tma=#;T}2yfEi;8*-tR
zwA&S};WL5)pqi0-jMfU72hqP7-4^HCnR2HpIU+s|;se^sS4rNyoEbrXMY(##*e`j#
z|4S0bB}$Yq<z5i=^u4wm5jRXJwZw(paG`WSN{}y`-#+$O&AzYNE`QTJ8}0Ex81+$t
zc7-y(^`2S+M1pOtzPtRmmp{mroHq0Q##w|Gjh6Su^GUJzWN3a`g2($G{wwe`eheeh
zX2#&ZxFBDqa_Ls6o~lIU#hp@TYgC!qWglH_)R=n|4F@<?>{hC(qwBr=Ga(u*zMQF8
zg#hV}7a5KUs7R5PF0seS4t>=&`NSv)gv_Yb=)-NrnI3ICv+iBexQQV9J|)~FhP4@y
zkwB4GR1`IQ5aK!MBno_ovLS5G>JX2NEk<TmO4P`jO+3?W4gwXaeDJ#XuR3%mGs1kS
zBW!4^e5je7i?T_N_*XP#r7Y7}QdMbPM<uFhw1^1M!>@J0O(Kc2?s4&TY@qHq>m!2K
zB+|?RZo$V=wJF}NiOK!+FGTe!>|7N0nL5t;VyKF5Ls}Fxx!(xgJ!gODmmH?YC#~Uv
zZShXCm+sLE+roi>%o?I)s>udbnbq2-6qD!d85Fh&!Lxin=Hf6o`xofXTOs3{ZhUlu
z#<hCZR4Yt8DxE^;b?M@n26?JWy~>jYl)5Gb``9Qx@9-Ym10(nHF7#sC3AUtgiqD_?
znpUTLSrr!;;bBLHAoSw>>NGI{vIBCj7tN)5^ecFjiZlqbhskp_4Kk|4q$`I3m7}70
ziemNNwWRAF(}VD+l#tUr6NjPcc5ytuf0ds7L@g5xwefn{P>)wP<j(Is@^nd^Z4-wt
zDyiDzsS><vJA)vON>9-PT&=gd`e`mM0-s9xsIkK-VKb@VqEVxgg@J@pMHu*3c+2^F
zsUv(;@k4TkQP1Sg3mtyh<YKd<HNrc_O$pYdVrj*DfAI_E5j>bWkYRsPEjtSmpV=`6
z4@UkWbnei=q!qQM&PEek@h+kYuHAhob+1or!iX|h`QW7ZbE)anEcjtsT=_3U?Mi?1
z4kW=X+$W`k-@HF<vqP{v4aD4WSCYsoNt_!<au4{Q84quZV;xyd+QP+5+%PW7?WTvF
z6TyxT)~OUsFuo>{I?d*Z>wU%f#}mT-69n$)FOjcX`&82#h!5(3s81%R2YZ{=VWQxC
zXQ3u2U=cpCpqGYU@^ycHrr`538*H?8yw+CE00Tua-Do-@GWH6;yt|{VmVQcEIP8+M
z^kKpu1WOhStxsh|hXcnCso7UV-&8bNpq}dzH!d$B7x0IP5~a*gj9E51E767%zi8d+
zoP<NG#y&}Zsxf^K6uKO4FpVZfPv$3b?0NeE!+z$wQvkCQ!vgTS^g4ui5AX`Dt-xJX
z<Z-s|b#laAn%ebF4}^QsCemcZA{G-DT3%%?NUZDO1LyCUW2F8K4Xr>1@YZ$Pq1Z^J
z68v-7>&ZDapu(?h6u?mr6%=tTUsnT%AO?=CmTsVqt!LS6M?Tvu$v;2=Jwh}^nvQgT
zCFa@QCH|%DwVuIxW|e|k!-vDZmUpmG300iXO_X_PB5@80?5U9Sg~((3#J+_yhB~Xy
zEp=o9%`xibdvLaJ)N^3V%|Bqad)1sn5nbXh1V6vOvnbfv{qEmggVmYnd6{AF(T$xr
zWOSFwu>=C?39%|lm|?P&x60jb>u6B3_`dR_I;Hxwto+`qh=a(;ZZm#W&Sa9;9Gm|I
z8jZAXKzS7=+%_eyXOblfh)3QzD4+{Ua%GbVcF_4@V8Fu$v5UoqsR_@?eu$Hiu*Yzs
zXsSXAaT<Q#!_U}!i`#5#T!`2NC#b`@dQJ~5I0FsTs^I?#@o!ivKh7PVo^)HioBG;M
z1uYLc#@?u-6^Q#{N>1e;t0Q@E@4P=fdrYcVge#FjkIl2*il3FxVS*h2MwpkrxXq(I
zYc0dVz(aP?bbDHCry`SE0FWVJhPlNl6oR#k1<K6?HwqT?vxxHTMNy<5L6^q9$#Lwf
zMeA=dg`OA_NTi*B;EIasm^&gLXgVIbUnSt>@uuYEF$C$72c*ouHU7Rj{yp!l9oU4V
zo|DZ5Ij98na4ux>OK!)r_p1xA_7fkl0PHRC?(p;(Jv-|iy)zx1*kKB6Rk+BiIIKWF
z{vr^dPoDCVdXPapsT_|%?N8!^87ZHHpsV(Xim`9!rz1U#-`fjlH!CX^J(XYl1oi@7
zLm>y#3FIr81qZ==N%8py&ABS_%k8+n#$y|`%uyg0s4nuzvU382YQU~cpT9~tzl-m`
z^~f;TXARvofIMvqF6KW$`;<$|%=dWiW-0TRTpMA*Q6(1hE4WDvE%`@5npL~SE`my-
z-_Tv)D5T`#W^>5<@J8<sp9$NTWD|<dO5Dp}Z3{mI-zAptEQb9p7HP_|^8FqLjb%`X
zvMlw389(cnphpAFnBAvbEeml=6Hn#8B^Zq;NNLm~Q;w*}nBnrb?wfm%8XInxINZvN
zL~Y97Dp-kcO(90~Tm)K2ur)Mxa@~DHE?()~ObUhmP2+ZBClQB<UAo*w10955nQ^xC
z$(_H7mave<?0_F~l7MZaGZ4wTb~_0m7ywBtKW#4S1*L&>nvWE}UM58AnsxoAHX>Vk
z*C7{zB?_E2T4kG5KB>>2kiKCEig&<$8TfTXzP<DnRv3Z#GN)Whw-c#q2NfO3d}rZ%
z;y4E)zTi|uD%rKMrW%_rYC@zBr2wdsO1KEOy$CyycoZbc^XO9bGrov~-hbM9<L`*a
z_P4U*umsIU3qUf@jn%dvcFlxrnFOuOWnLu^{4^9^^&iYR9|B?iKcmCgMYSqW)E*mP
zF8wVGHI3$E6XwW3+d;&@dHY$+|K>kzbtOTx=sxSXWd(#<q+$P&kBmu$!;GQkoD^!Z
zbE6jQ{7|;B^0m6{W)2GIEJsw8;y9&h`;Z4d*kA>-gMlOIci=P_B37<Qmv9{W-B&;^
zNU5UJGKrWJMG0c~*G<4#iJ)n>^Sa4#8eGH<sKpCyZLY239Xvf^a<|F|FEj}L<h2VK
z-SImyhZu=mnX2gu*0D->IVuMkz2b9jziM<5Jwscuj`@=Hz~5f55;y+(5q}qdcrL=2
z+t)hizaxUX*t<AZRL(Xcu#sP7+2t$^XbHVxc5*hX{bb7oEP@EKz=+xg)AiS;11Cou
zE3|$F62x!)FGZpOjql<JWx97=p7Zbvx-?~oAvt<V{*0AD+U9Pxh#*C#8xP196#<?C
zu=9IVa3#v}pE=~)mvFD3?A-d<a)M(EWy|2hoU5`J{5v=Kdv6fkxarxm7y|An7zA^N
zj;FZE{?G`Smsa>25kqQU_tccr$D?S>%Sv<gqlzQUg<|Ot5Q>`#@&BKo89E`7Tw-34
zRNsJ1aMQ|p@oe+|D25#1ApA^@%P<ohpjqhq4r=FA?J$w#TiG=!RoUdZT>lGH*F=vx
zuEwd(did?qA7f99`w~&y{+v!|DFN|eh79aYI9-;%-ja-!-rjJq1(#jcW9!5v&sK*+
zbIw#fJi$W*`a_A5#MU>wJtok(46_x8R@M9o+eyr1p{sVzw+l!!qU#tmI8na$#nS-L
zGG=<H^j{6JAoLri)t2{4*km{=_I5k7jBwsZODw}Uk!NbeP{E*!1?NAkfOnZ_kbWEv
zl<WuNMarNee*j+?SO;+v>ZU0o3(%tvUT-7m5;h7{E8cJh4f3EvK~^={%}i1WZIg3H
zrscw+xb#8j&Mf(ETFEkrR1fND@%)+S^dBX$alF!}DDk8v@oAEs?!!~<w|m^-T4{3K
zVU*%siQm(rmELiIOrQ{UY<EJbNg4h+(2?j@oI@DDC56~AEdofC8LyRfNhvB=ut|dE
zAi3j)S`=YxxmrNQNJbmd)FV1}-KTE049eUP4LR48F;;_W7S+gaW97bmeL`g-{kQda
zID;X0FSD4W_pj-39MxRfG-4d2*vX1H^(TTvW9>e)K?eh_vr_T^QMtK`;bV1!{1HPL
z^?Mv#Cf*s|EatEA_(LxRskb*|fB!W0UEBm38!`X4niBPB&?&R#cg^5cRH@5(@%Vvs
zK`ItUV_7_IHYi!PEAuD=$|F}PaLoK&n8~^}j?s#HNnLow;S61dkEMDpHf=|Ib(wd5
zaGoj(1!tCgKfQDwhvBONDkoLmn^1#;_dmi%A!YE=uY*!dKwiI1uDODV?NBK;`Fyr%
zQSkRj(zxut-!`Z%CygsZ#ASo~X(M+nSH?y^`@BSe$6f}?^wEJ7qGet}wtKLwnJM+@
zp+gI@b5^9hDfF?nE-dx#gD2U{m}IGQEL^=B^~-FReU)k3YA~e3!<1Cb@E|cJ9uBEd
zie3TLDDQop7ezQ|EF0+HxM9wSS{zBg(Wxbtp^h`<fNB)^C1W>gCqIEjmK<jz<M=JE
z?@`~COye5r-yF7W4c+#;Y%Sw;eH>jfmF#c~Rb~40N89pX3J5(Eg}woOJUIX@2h!tx
zzvc>JK3@5;^7p;m?5gi5XLubJ<v9Nv9VF%n*QFhTUUFvq<m1>7-42x+|4@+QS<Kej
z8+2V&)Q;AF3oR4=INi&TIoEw&T48T<tR;LZf2ha=A;o3wfLY9c)R4`v-3uq83tPCe
zcR2DB4Uj+~gCB<4W`e%I8VHkE7`?2>0o9;{i@!k<%SCyg@1Lf?7`O?kaI<R3cCLP4
z3WIKua{qsXl@8_KNpo{|#TL;<`Ue6gday5w^|9G7O{oU%L<<8<JTsgi#=dBEK<LWA
z;v%WX8ncGjq5H9oDqJSe8)NWA?4Pmiqys>tRL0-t%=DYB!oQ&BKZ44g5q*u;|0in7
z|2sKmB%`3c?YL-BF4%gF5b6g|^Q;25;MlW|UKM||6%BSUZwzdE&0aGX=*Y|<>><Nz
zciY>+ql5WJ*4c=8>iVJaH2VCHwh`-glT6HuLBqhC1#-0GM+zn!@>0cc6Vw&qnb=X-
z#b(z8ll?o}9mdP0S;;bMXhfk;fFAI@p}PLa2Y62QvL%-t^ZNQ$Eez-icqfe_&`R~B
z%6jT#>Qrt1keoWa>c<3vwj==)ja`(_D<^m05wyS1Pl#8)m3{~zQ~6$wZfZ6)#-BS;
zuR{2|qdyLcfA$plPu*P6ZKpr!rh=d@D)M@8<%7Z61FJQlDjffdvr8<gNrBp^LdjSl
zsS1dvp_E07O2)9uv#R;|XaCIqMuh-pgTYPa>tsZUK8m*)5Qv)z?mppx!l@g5iUYU%
z`f~q^FN?CA2mo&GPKy91gyyBN&7si2@0S6mHp^I^<NNm@t{kLQ^lSrgIAO?_{Ekyo
zgcw}9+McGTLtn;qGhP`c;Dc?%0Qgop?iN@ov{b@q>iU7=+$kRMx`-#lGPxizWyrKy
z=GF<A8%Ucfs1;t8J+$iv5<yOZlOg^blM&k5r$*;NFEs*58e`my>Rbwu+d7GQlCoc6
z-SIrHE+^h1+lfBMWD|CLE`I$inSIzFkT4#zd8hZ6^!?FkvAz|_J-y9sFX6H#1hl4&
zF5h84nHKr3%~5aghIU_2${A?a1JGgKZp@cAVnQ0lhgN>zY5_e_0uI0zUtcVC?c!tA
z)?>nbkhW`2M<R;(`m2_wZi;L6*udPxMDRL7%ji(&UzbA=65EGXI0BXQz#c5IGdmIP
zsqAL5FNbb;+gzfzEkXH<>Ack!ZokTU(=!NMW?dTej)%Ve$nHHc+r9G+Q@VH>xJ}pN
z@YQ)o>Fb}GiAO@R!|x*LtQd2Bk8G1M+iLSdX&s?JZ`2vsi+TNK^Hbh|G`K=(4rOX^
zFBbqrnc54`dXjH>2XA2*K7JUbXq(;zmC_@wu@dP7$g?hImyYG0X!gs~hmUZ5HiEA6
zovG}x+enwY$pYC90V0#(6&C63)aYfM!?#VwXW+yqj6S*X>~lu8*zwDf#>@5sgqyJz
z1K}!q(pSkwrJ<jn^FetS+Rr+684N#Ux-$QWp$BB(puKBQ{09-AkA`wluueN~1l6nq
zVY*zKJ_oI|5Zihq*v8;hSA5cxlvLQksU(9`8$`Z!IkP9Km0oP1%eyAvTW*BgOj6CK
z!WKU0^d<^6B%3AVI&F_L1f#+y@a<Uq)<D2bn?*RF0^Zj7yO#wQ#&u~6d%CAi5>k*}
z83#^*?Pr9g7?MZE-8V>FdE+l3N`%_vq`Q8<)gq`{@y_IqDKioAzY2AWQUz94Zy|Z}
zm~T`HOw1JiB1DYD;ymi{EyASNL+)@bBWcr%&a?RunS7al5`g@N?)71IBW597i2c&-
ztEH^0(D>J;%je&Vm+8dk8bBo7M-9v$F95gpqt9vM0KitCmCrylA0XyM2@@oB4I+r>
z?8{9a-<qV#XF;a_3++e2ji_wAt>E&o7<A9;r<56d3<uV!KHU9G#Cv)cjr9wa-dV3N
z$BhlB5f`)u_1ocikpsPR6S`w!r>oP{Aldel?4q~Zp7w6M(?QK%e~bh54*g3l6UeYC
z2C|Jvc)(W;<*s#aOGx+r`>n*NqoK4%3fVfZz;Gnf%{ZTto-Lnt=)#ds!-Xu8j3#`c
z3OQbp{s^L8&kOAr%Rw*vb!RN5=XbP~v*ZDYr)v7%$3Yyo*;~CUNsbsXvp0-ZAdBus
zkn6;j9`Hu3;LV%zqx8ULFU%G_u7L1pbp%;`Q|cctUL<KmSpgib<qn(4@HL*pk$np?
zyXC})FC!t1ipq<x)l2McSM<i2&AxQd5C%F3&^7nTW)6pr)LCD!F2h~uF|!`AwbJ<T
z;2#)#uGMa-=N476f~YV>?AFG$={H{w+z!pa+za6+n{RBr-n+T3Hvddq%`c{x7__Z;
z<NWUQgud=TE4|qv{&exoVE(2DKcx^CUEz1Lcx_oQMsA!2=Z^f^=yQ{KbOKVQe8b)_
zS10}_65}ZI4bFB^Of8iMk$wD7pB57!&VFf4^Dq`w0?K^Mt``XOq@%@UOVh)PD&RPz
zIX2MB^<&S5W~+Har+18mz~UIDqw!<xMHq}5N^=b%7?1NxQN2d14z{gF$y-45RC};n
zP=NN5iu^_o2`+a0t5_~Z2fEBao0NYNTi*Q_rbq`w3D;@5vYIwK0qulJPYR7-23slg
zW|DH=*j(^33n$DCq<J{qH@fRy?>w`%Nq<yp?P@=2D0w<+fmcKb@R0N^?1%!6-Rf$8
z172u*?%Q|Oh$w%&vG<klrR_&(Jtu>2;kRCd7%eL#t79Y=TkrnUe;6+3F9JZVHsr=$
zUyG6ujl+1opTw>i4n9QaFsZU-T!R}6<56<e=K{Y#^xWEsFeTzR(be#Z2S4d>=JMB*
zRL0X6;3d1+l}^b67sYv}m|q))tAGy`$(^TDuj5+2Z-;yoMWeT$k{K)@_xD=N`EBd3
za^a|c94BHgHiA~ka{zbt=AF~d9ld*s*wH;YGLz!B!FL?Qm#oXfW6z$~=7S&H4Nvsk
z56Ka3C(4n;dJbH`77F;*h>N~g*9pP>7iR9i{BXP+Xnl*GfvHaNEu0WY8xsOU9cXxj
za=nJ{B5m|2mnz61F|Qb<EuT+^)C8N-d$&Q#RTm(f?8|fU;Ttt9+E|+3Qe2bEcm)ki
z9@yq6gZ(%X%yy=_;{-m;eeo9T_ZWnYbSOa6LpK!ulXO`2n-b^sc_svjRuCOcV$<p?
z4ksB+m(#54cJaGV6ve&6P$Wk3_{SmN5B@;f4-%+5@J*h*NwKTHkBT^ZF{3?ExauQ{
zo=A%vZP3JW!i%@7MNz>ef(~zHuPZ5A<kkn5XJqsGF`Hyy4E|a4V;W;yfw{agZQgk(
z!FnYtB+zPbQV}om2B3Z2MHjRgUnkE^)=G))Pin<2zehQkrPTW&ToRi>;VL*|b^8Zx
z!3%jr*5aatGrO2`ZVTGb>-&sCuYDqe1klF>=9v52W>t9oBYvE9C)YpQ?c%NySNgNN
z%1zkKRxW=#f#~)G4g&`BNpRB#`5ku-Len@GgGUz-VTdk{lIsm9IY~hFH@$`rJ-T#<
zS>qL~wgb2i8V`1o6TiX(;0lT-x}L?LYev!fnx*u%-~q{<;DkwM=b1cC`|9@0Kdi@X
z#0j3QDEI$>(<2RT2omTF{;{_&jQ#4mZ<E54VDIoi10cK1dPY6E!9X^yE;#tpNf2Sz
z8mbfkxk^xa&#H0hP8qtsg_2Ri7ql>lh)RzHA@!nXIBoOD<z&CG2fz5dO3Vq}+11Yg
z_8E<S17ZpD1}BB=!izH`$Q2m2p3C6-NOG&2;uqxO)LLQp-M*6@`sf{q)1D0$v17T5
z%XETRp|LfXwD8WyeeH+pL$x0L(%B9XbJT<KR2oCS1IoU2>XwJaH9$|Q{pN@`{^<7%
zroZnT@URkl?@eL){={JaH1lgaCVBETb47uApqlD#onz?bngRO-5?h)WZJU<qccS@6
z{GUbNj~TQnokGVFXk9_{w4;9!3yE!IsqOcG1h8Yfwkot*3zigbgY`XSv2!?=OA(*i
z1+C@#RYQC`W#z~CT@V^?NKkgaxTW3Sy*1NaOPx_G{h?*toMd?kqq_j20qf9y5m<{^
zbpYu5BU*^|a}3HNMEyZ5H?Q}EjtnftkJ|_{OP!mfYs(Y@+wW#GyXIs^`E>bVBd7C#
zb<>Hj;ph87J?dszN))?*#%iK2xT)jfFA6l8^A!1oOh)|eKkhHia)8tr)9pl=Mlx^2
z$=CFmMSBm&sg$z`{KW6$kH)G6)v({~-+MLOUY`Y=f9Ul*D+0LIIgz%uJg*`IMIH*f
z)~HX{Q!wug!BfI!oi}@+)#fdaAzTId4)8g7VGN>gITW$RdINqJHSrh42s8EX_`LB2
zFa{h#zl#`_f6V{7qWkCh0-KEuUP^zq$-u`0>6CW~)2a|g0l*!P^x_59bJ*$5{cu~Z
zDFnq#nIa53mgr(1c>Ap?lt2{1SKd0%b|^Yc=f~&0q(HS%FqnVQGK66`=zq~NQlym(
zaF|CFd>UlIFU$l2LjSGr(`_b%C1yUtJ3W;2zVIY23?0%SrXfMf5VCFJgA9b)o~smv
z0I=Z+a&~hu`?sEF1^k)vaUCDfas316fXltPO>Xj$@L&)9<U1P3P}Q(jZpwNNvis-1
zK7@&<=Z-$eYkK1YuQ%I}i#Yg@pLc%pnY2~APIT+Ij*C9^QMdrGWM47XIX1fUpH|2Y
zV3Qfp^4Lny=tq&XVRG-cZHE4&AlTz$uFD+q60~DIDsPx*H#s3fviNFrStHYr95=n}
zsflmHA3LDVU0s=(*ZPDjIiXL!ziKPLMEF7k{kG40Rcd?3AU6Ipfd6iikxp^r*J`#?
z#bp*{GuKJF|K;lP-d3p53Z^={1>uRJQEs`J_(1Ue0K3hGmFc3zF?GEpbwc%Hrrr+b
zzodecV!jUbi05kQjCFsQJNh|AAZ{pm1VQte|K_1h`(jP6Abjx_hd-I>`pH5`E)rOy
z4u7#C8>srTD<>oGlp93*z3n@A0#~>5Y66YRRPbsX{Lr}O=eiuG;q|J~Tuw%&%2<09
z@#!hN<RI3q2D4u2K@*hO?==;?`-nO#CG3$gL;1zf%3_)}IkxzFO=*s0gOTIKcD?Bq
zYevB)e37PCT)ub?z;-Nt?p=KLL(Z5;&Od7Uke$(Cs4{0v^|Xni@p>;urxmAdrcz5R
zAAp+jmC5Ik_tzlb)W)5fmlcPpz20b}<jq%O>~%g}ew8tc)2B@-{e4;(*RihB4WGzH
zSttj|>m96ThRr^;E-bwjOG{c)eF*_vOrICnAFq_YN<>J#p2te39(Uh2{g}Bu<T6Ij
zRdbcULyT`^2+cqXd<Ht=tX*UUxF6uOfij<$zR(r`-#8H4-BF5ppJ+1dGW)C0$hy8o
z-M^QQy6s^Qt#e}dH@<&A<$3tpGFR#b3RwM7&T(r-#oBn4JAI1j3|@I|M{4El=-Pf^
zrcH$<7V-=FE$DWl4p=)7Jbd#d<+b{c7GRV6M<+&Pk`M>l!zp~mA(Fwj`TOp$<4u@i
zZ6c!u626v@U`Drd(sgc@NRH#Bp$ympdWqirW8%N(cs*LL$&3$IdROyS5N@~4H{zUp
zFE))^(HDRK?_~Sqoj7r1J_spbY<TN9<W!|}e=mHVp1t<lF2myU%7p!Kf`Qw+8)54@
z9O<2>t6+7TC==s{3`z_BpSYc^N1zJDq?))qmY7`)=6quwT_L{8M6#gPR)}F1=0Mb4
ziB4&n<BB6wXnEx1`K{n@&1`*@B(W)Kh>Ah58Oc=V48%FRIst_mh<PH_-eger=|7RG
zVteX<QMz(rqadvLOsL7=S>zk396b{LG*MN%vA>kF&lM#aYQ8P#U{5Tp%2fz?9L&sF
ziCi>TX%PtD_BglN`-ED{Fe@2`T!sanU2zWG@{m_}c=;!LrxlS_dM=l`B%ss&y60*d
z1)Bn`Iq0R{!?rW02KT+#Ana@u$-ci6zF6)f1E+XHr#FCMORkPX&z^*Quj@7dTcIO9
z6aC9g_m^tDHz>W;;jJxy&}hg6aKQTv-epsh_UzF_MbNnl`O*U<e82uq)bTKm&)q~0
z;rXr*^uXn#l=EKv9&Y*UlXsLD^XuM;IJ1)=rfQ#TX&^uKX6^GS&=|S({S{x@ZY=PU
z%{9ll88xJ}voC0CsIm7qy4x*u*9kPVeGgKBS)t+Jz-QVp+V-N8{jDxFp+)ag{BWNe
z4AWw#$@iW12Mb_<uVPSk(kBHIqMnv_v^cXGa3|x=)ugvZ*DZx)Bu}45vs>P`4f%Fs
z|8=xEhY&a}R$!3cB42mXduRJ|Ohk+9Ezet)L9BoPG=UAXW-c^k-La6X3me1*EZfAk
zZBfH=8PbB4s_tD;(jbLX)LF{tQS9K{e83vhowE+3%lAeidp0%e8FMwRCR4xRPvku%
zU-Bb4c0T`k4Ilyszh?P7wQzHFNdoj4GwXQxrR&wPaq%)xDhc(Kv#2%8dsX-5@sz|s
zQWv{acSX+XE)6bGZK1-)QFQEyHK@EfeIVwj$lEU2Qnf}0FYBn%&s4%S*vh#Y?u=+&
zNGMI3C{Q@ia&rOWY0pkl<rrS^G<IF{d%f6L`<)t&lF*Lm-^oi3cT0rdvjBT1MksK<
zr0h2E%_0?T?TWY8N9!4@J@;qEwdSF+vFxh3!*cD77lrG!H04^sY&-XoAkR`R*{z7H
z7EhzRH!ruKbDMLq^0)h2^^NROLzUFG%LqK1TYkKZ>d7868uZo&*|GMW>+K#_c$U|E
z`AW}q2N8V;fIZ6}aR^_OD#5+|^C_RVCm9aYm*%<9zdv`6JNaJPfz1jY=2}un<Pi2c
z4=>a_Kn2g*5tqwoU5}^e@(XYPzZS|gK;M_fsRqc*C8m&|H+$j3Q88!3C;3_mY*{PH
zrq!v&2-|q5(FR18*jp^6IVN&?96pM9mg$MbKm+WRwx(@2G5ZVG002N&y@4n$z<y2p
z3{0Betlvx!qN_3r#{%?qBs1u1dmA@d3eXk+_=F5vqXhKA<`;+f*y;mF5I(lPV1XYy
z{{MFe-@<%oz~(*{3?!!q4BO{~;n^u6kU6^8gvBA6=y3<WldN&);Q|0TPNW53b*(M-
zh>+k>9kvh8l?C)EGL#A6e!kL_O8M1b0KjB3$jHkoGoe+W*LzE0Xh-UHOX0Vw2(yG?
z^509^oslV@0Dwa;7z@Bzk%906)a`)?Rz1l{1tM@OZo%~i^0xv>Hzh*nXqkotkBh6a
zxwkyp4Cq=iW4_vdmw^H^|Gm9!cz3bUsS~qgzu(-_qAAwVmP0kqX?NsnOHIC5P%p>M
zd^m1<N1}5N|M5ErA|I$6ojH-Zjf;igir>P{Xu5j*c(vmr7xxPj%b<3U<3s`~R7CJS
z|3c6$)nFR|cNyLcXnRLOS337R2r85P&c`0*EnjXQy;^oJ4yRUA=pQMvC&c(cKX+CP
zWcK}`rlV6?R#p~GIDqi61%etR=-lum2st`yBiUFskO#1!Gu?p9r;P<^c*4&2@io?e
zH$UGWgVt6n_F15Rb5aR@{1^a$pe5h|0L+K1<4s?hk|`;LOI(p6WHXuz&OB-AZ0v%_
zkMsyTWR%42f09FiPcKP!A`-r8TD{pT7HhwWp5STLzZNvSJX*hICri7SPxFZ!UM2RA
z&^>6z-%c&7yVRtl5iE4Rsg+VQs9No14AIPcU*1c;j<&?xy{vy!BnPM>ZNEfNZWLux
z{he)SH@mag5<zJGT^?V|Zp@lq=Q6Q}tlRPy=mqNJJzb|xp-+$3dh?db!%r6YUM0im
zAL;ctUt^f;UKc<WO7WT#LT(}GU&&j5RZXK1t8t8iS#a=X#@Bwo;N<bX=`Jxng&K2y
zPDCx?aku8^t?OL#=4Lj2<F^DdL?fyoZWltnS(6CT23Bt4-`3l0JSqwa4Ii%RR#Ktc
z-|q%i=+n=<E+<xYV+Y>`R|)foVh-t*0)}@pCg^9Y?T*DZPO5&%|Ni^pS_r&tw=c9|
zIq@&nB=X)*BEJhOc`UAZ*ro7(C~XCHwmvVsytz;Hi;jNOyA`P3SHGP{*N#}T9#y+z
z;nHO{KG8ryv2^S%;~FMOE57sU+`hK99FH<p<MOuBEE*~%AE$YPgAE^awmAy=%M8l8
z-TAC@R8DQct4$+$93uIYn%}U~2~fJgc5r6}f8PL=uIUlv3T?5sas}cGZuHbxG=alJ
zu`f|ZcXAdG$DQNPBl#xPndWtG6YmacuM7QD3`b_2Zz1GI(d#<5?O-~I9Vc~f3deKF
zCc05EjW}>eSm~=&uRFU&+Up?aW)J^Q5mvFRz*{^Qa>{L=I~TkP`S~?j7!>s~+X}W5
zl5s1uZ&nQ58Rq&L7Z%)DHOrcr+pI!0d>&i1z9)DbRf(5(e7UN#$S8leSM*_M@`|}_
zhF7Vy1|8ft9f1U4Gx*BAMr;nu;z38J{yE|1Zd6ZaRj<8=&ZFdqszyBT>vdkoUsbC?
zXpFQUJ`9yUjoLxuqe$q_Z9`7|JktWE353`hH?cKzqj`9hctjgQ3>{MqvGhN5r;CHI
zsyj$P2C|g|-C=kGsW-s0<%?;deCwxWt;&fA9$ZYcG6P1PyA=Ye^tFS#`w7cyZ=Smc
zh#z!1K9ASuM13w+&KHhX64i#bjb&=C5xSn$+8o(>9Y~&21-!V=y@Z-K`=zXF7x>Qv
z<z=|cEu&`(2mLk?_MlTb13ykV0<V?9=`>#LaQ}DmXI~bl!+yM~E!Wav*cw76&&2}K
zn_}+Qd{4{Q*1fyYbm00;3t!f}YrddMw^HT%laCqhn5x~nw`yt3TGdo<PvTwUO-tH4
zOO<Or-#gvA|9<7$$j}NT0KiXW3I_?!ZHw6ig@J`t?(_b3_M?rTI0y7DE2GwFah9-c
z)Z%+}xw(QrTJt$8{q^gc%h9xmfPer~sx;`Wwt)h=VuJD2DUde;y>h;Ts{G@_H{V#0
zs|C4nz<(UdhtrMzSoG>2Z}j2J|FfUH&bO6i&T%Br<s68JLzt@}K-5GOLO?r0Sh?xK
zSc2+$JS6th<he9u0_gqeo(eVndsAoW8$Rd=IXC}ukNltE;HC>a>EICIoNr@ozjO<L
z$+Rrw<>U|>e)Js)AALteu!1>jx=D>X`g0~S&-WTh*E@$%!>aR5lpnMa&6=RUPEx~E
z!e3=WX)z=I?5Fwo!~S#fATDgMI+}mFkc!Ps{h;9B<JPI<Tj2%COkN%0?1|#zV=ab~
zlX0<&^>&vP8y*Z?+%nL9sbi+#ALmB<ICptVEFv77qPckqsI&4GetHE;C=%PBXrJp~
zjbKKIkdTlZ&sU~bsFwTt`-3b6@Rbb*71<V4-hcYH1X@ffZ)I1I=~Yxz=*C4iqz%>-
zu@_$LyA5lG44b`ToUNWg=G+_rb($di8MV-31_T70kUg1(?>AVwUAV1X2!n<h|FW;E
zj1ea?%&gdMWt9Ot+7#$_nP{MUsf8Fdeb60b)590g6)X^3!F=3hunU^t9~Jfg;qi(s
z3YbZIMs@SjTQs5gXms}UtzP00zl#`BUydE;xn<*Y)}vx|W>dpjCPPe|_x`w**OeAD
zs1^JE6#@-WfNk^?479WRN}v8-=_t>)(i7b2G%Bn)kMMDo+hlvEQ&mWY@Ud6&jF;QF
z6X)~KY_zz&hRjxJk1W+mrb2DZpSb^QweTB2h*C}&s{*?pn=kXOqG?=i<%h5~`l&lT
z-@8w3WD@MibH=rN(tR`k8NrQMM}&X}830%g1*JkTx^n;dSbQ@=Rj^WVJEUR5>v*K)
zCDMuLqnyh#-lfurAHS$JoL{lgld`NNBYyFcB)Ht{(lF32U(`4EtgL7+ykaVeqeMy5
zK6T>xvz<i=W1jnLRbjRP!t=U*FNkjB0+Ph0{Q{@`dQ~X=_|Om3H;aPYQ?$a_Ocq=C
z?Pi`=Kc7-b9RzRbL!D`1#w_pxs<05<QpaIONAfpZ;)5n=LN8LMLJsss6R||uAFj%v
zuX<mAx*delG&5P>E8E@p#eRqXyu~X<^wIGgb{+Ui!FM0Dec+ROls-|~W;+uuS^2Ev
zhk9^8!?;IN$#t55KKUjy$b2HVzHBpYdEQf9ck;65K-qqt)YyGe@BVC=UE7FGZDEkL
z?Q@sN>Z5^G4kU29Z=z%vS9{4bN_!sQNGzB1)a5D)diJ7Ta}|`RZgGA*eW<sR=_oRr
zi|Q%1vCuQ$;_WQ(h2vw-)tK0&0nLGx@j0uA_Mj-0Yy~D)2R)Zr-d|bXbb9BSgy2Ft
z)oWRN?bmc|lU%}sud{D#e0yG6Z9=-BS6L3xozv6Yn0Bw?>riW*j<L8tNmQ%2*)=m4
znAR6rJ_~O%3!X+|`O+6JO(%{^+&Wg(ji#8W#Fl%)Fg;GO!@P(>={XBCrk+ZcO#b+t
zh0F4%>Rf*rjnK~N&QFD`%H3R8NuI;mq*Msz^S!*HeEIbvC|oovwG?k(QJw~c=JPZb
zk@CSWj<Tk&NgPt2tS;m6hqEi8Y64hnN4|(Gi&>}udw2FMMwfYTn@?5fS{Ni*TZMW}
zI|}MxMKl|E53WtmrA<zwr}Hq7O3eo`_vU=kwcLn^iY)(3K92k_vwE9UkmONsT~Dq2
z2^(P2xWq#IRb)v`)=O${NivgJFpjmA6wTCX2PK9)nTZH5r(4c+luRN-k%ihZgB8=g
z&Z$Kwzi47UWh(#!hlAfJ$z){dxW<y<yIe}eu+Uj8U((mJS2h{lzoutE!aW<^97e_;
zK^&i~R-KkuHhz<p;xal1D`w&6gZ=%s1T8aP7U1Fotv#Z_BSdC+3g`5BGNqqOMcET8
z<V3&4bQSGuE1e=)QH5f3YwG=HfUf|k1tTh?Xyn!Htle&h`;B<irC+=Lv{1WWU;g#N
z+8^SqbbW0;cD6APprSWvg+m_{6EXi*&*;&z0mak#svS^b{Uzrbg6eh@$^Uj2KP1?>
zQp4k6)G{iYkKYq$qE;<bT;Hx9@3q`eD*gPtT69+a$?|!Ye);_g)`rVuI+nd$5}v+H
zQPE@_YER9xj;~r$F%i+{XePEvK4`Ynbfxh=>!$4GM@U08e$HF~{ZV~I+P#ANP^lS`
z`p*p1^4E#K3e`eX_2=Jzi}G>uTcP^TF>L)X;jvY6d$rO;=c_B1#jjE>CC_xV>iiuc
zic~X{elXipK}|7+lk;lfYF>LE32bgRcxddwFWTLEWx0<grr<@*XSrW!8%-KmQ@%N9
zK7T%3@MDt&Eej)Pq10<)S7(+reNa$h-NTCUGx_igHb_#VE%!}PUrr#%P>($)KJT7o
zA--yf#*&oTZjXWaeNw#Lv9B_|UCLyQTL}IKvs#QxF`a@%$X|;i`;a0V&Z5QxVHV9Z
z&}!5ndS7PhDxn;)UKM_Gm!{QJu+nSoFeK2JHX~wsmx$CLB(>foDj^rg!8Uw?uf%nq
zkWVBSu0~Q+o0mNc!!5T^qO`1VD*i#(GID~TTXv81DjQ}H_OzCZRPXF|_7H<U((vG&
zh~8c;#(gBYrafycR?Iq{TKQ*@nZP;e@b$<<(wkJrz1HH?NebgxHhek;-D1b-2(-+e
z2f1WCx1%QNoe$reG6l4r;;k0^&+F*oM5DRrew?ywYkK+NQ6s$Uofsu%BazgicBQ;)
zA&YQNvxfMMQl4HY4r<(=MGzDe%UQ|=vx!`L@w>y4Q;{;NbZa`K_i+n}Zsr~Pc8-!&
z(iC!fR44J?)DGt}q$dMUop=C%7aFL6+Uebim=Ijj04sDLTGP-8XOwoH-Rn9xkCWlp
zCMuAf_|0V9RgQmuc{`X|=56;3C}{(&G^IUk_rU!33MhH(;{F)xc@}<Qq8OT=E_z!w
z9~SQGe4J4m9b);^WWN+3Q#*J!U*VVh(`BgqvbE*w(*xArGdO4L!OUS`6*c#E(t@i(
zh@A7(WlD}{^~(I2kVl}!HD3@l_hKH(M!h5kZ=w`j=kLaOy3>4=H42fyueo~llB4Cb
zxX-cQ`Z?E@)kswKn_ZgpT>D*-4mb5^Fs^&oJ(_%C(GBMwu2^08oMoXqyZ3JCqFPH$
zC!8vKkR)%dbxT0(s_JmF$Wzp6dGz9BZgAT;QKk1>PPy*4xJmu*==tX&i*@<*iUxzU
z`#xs(zoyg+3FVQMvOIOhrJ~CeR<pu%KBTG_He<>(U)RbqDz%I=JCtKS*Gm{Uco+|p
z)wU<*mh<+GqZZdFq3*$0)voTu589~+C+w+emF!lPAUG#8HJ&TnLLhymwk{Z0zfc^A
zUbVvQynE9~OWur~W0ekr_1>fXYSkt%oW5LZSF%qh`?J?lW%ZA{B<+aukFbIvvAP%7
z@_8AY;@Nl&Nl((M^OA5G@t?h<!;GqOGBsa4U1d)O<BerfO2j@b8P_ut3XacbPX8?Q
zAfKl$H>%i|ahS!IizlVBJpW@*t6?MA=95w}&Xg!I;!dR$eI#dL_*11eW;QReb4Eyk
z(EW$m;n+~KCMSucs@2b;aU7bnG1Ya1mp=lafu4Tz6D44B{e{}~Iq_~p!DNoEEGZbt
zhUc@EG2&dspxsPxqny?F_d>X^^QvaPP8m=mi2&z(nc@fvbe@VmRs}|5lb1@yuT+mr
z>fim=)it=VRdo;23qLH|GN32mJ)cjVMvemJrBnNy%y&=IbK=j-B#@=y|E61Mo!cEu
zFB<(nx;xXTB-AvH*R7jvYS}iaVODhAy_S(HRxXJPDyyhyc5~lKBd?lcW4mdfXeyAV
zp@;|?N#Q;>D@6sv1VvLz#oW@u1vhkPKF>MxVZP1h_c_md&U4=L|M2^r_dGBAin@f@
zl0<MP!zCYy0eH?oV^DG*Tm>!~_N;f-vvnHE#&wggpgD_Z6eGaxHY}s6EO)lJt=}9t
zkgAL!Qtg}(MC2c&5K#$LhC6GYAjL9ycD;pt4HQ3W3NJ|UnIl_8#&Vy=^7Lu#MZK-t
z7{^xIeEd)5M)GI-4RR?`faT1?#(KR|K5FrgDbe~Y=@H*x4ln#i*&E|ClvFv_#6`Rv
z1LW1feHR@ghIe^oQQz)(C^Hgx3gVj0Wj_Aw^>{|Nx!zN#<v>13C!%Mq_Qlf3ereWz
z{dasyNs%ESH$q~R5&1<d-(Kf_;8&IyFFJ;&2u?|(G>@;ga~`b$CN`t_>IXE}10I#!
zcxn^-1l<a%pOwljt``F`5!J8U3h=};pE6-dM!b<c9N*4)^QLENN^G;md;j1WZ(_*%
zah^4~Vx=}`pd+ihBgANV&44*mj)_YQjphWX3|g^9htQ#|a9gq;AQCpOh!4H{t$HjH
zOc!=qm{U2!Q-NMwd2w4Z%>6KmUSI69sP~AvCxiRaXNuiPXUFG_Io+Yx$Jd;CnJgQW
z_zKb59pP73-|yT&l#6JQeO04s3%k_x3>9TJut7Td-aG7TLkE77?!30maGj=`^$Ytx
z8CUwIa%E#H<;R3u6=rdd$nP;0$3$<tx$j^`%Dh^}(h_%FkrB6|cy6m1;PqL6kag^~
z1T`_Y$a|^w`kH1XcXyR5hua*<=IP!a&<}Y?&Fez~gJiw?f*9=(`_n{_rS{%ft9EMb
z9#egUmv?|=MY*c=@fPC#gN#hGgf_|7tm4Vx!RHjbI(_zoW2|#*Bgau9wQNi0=+#8q
zxmKTAH0fzwWl58(-$WCe&D_H-`U`u5FIdJ$)vCQyBjP?91lcWSX;dx+<{(hRh&z1o
z<O|BGkLE2Ti0s~6&`(n@Ob@T0boPIl<czYM-W!`!huBEIHfGRrfN4Q?7gN#5sy`;r
zD8{#Ly7lC0*x6e#g_3fiJ+<O>JFeH5H{~TJ)3R|+Fakuk9G37d$E=5eu0l+U*XK4P
z3#@2ZTu(^ifY0kOu2{MZj3Z13mbRaM>fW1lH}tb2dEv_21ltYqUGeO$nFFj7Esjxt
z_A_G(5ef6@phMTay5!-LNtY<d<wCB=(8TQvTMsNKo^HZ+5x6WqKrp_jimZ(oB=n$5
zx}Jwr)4Uh{($a_&178Q^@Ym9dhCcl6sAF4ci)}XV(}kQ=-3a6gQm*^dK@kve<&B0U
z=-2yw<~A12is|!KBs3isb52@_48^~!QNIsjxOys=vS3FJY~`D&&;w!^S)~g?LMnVk
z?m@~fYN4OXJ<)X0B&6U*v;b8!1W$=!hs+)<(YekWX+y3|o(*b<skn!^A2z&|e1qkO
zocsPF%dMo5Qd#JB*pU3LsI2uu(5!&iGJ+748n-c1AdCtWzKw$Zdt*;4<PWJN8#edB
z$RqO<Dmpvl4Fc#B5nPA+9i9)x+x%*s^P;XwHO2<|vEXk^dqV(vrSVwJC#W<Uijw(y
zk*wpW)MHVSOh#se>!^G+BBf?wU3-FmL?WwR1RJ3+#wIzIsy45z!z<o9HPDczSK23X
zZ5;Dmux#b`xAD~Lz{=N?boZEu<qvMa$_}RO20$7dWYB4xAUkV-V_bYF$44r>na-5&
z`z(8CdLs`m%IdP~z>f4f-$Hx9^0{IP8Lj`)A<GcW03><SS8dn>8w3q?CalfZQRW;w
z<6APysX;f<j%>QcII2Xo0bo3eHX61>=?j=^?5-U-sd`w4Ub8pHWgXc#oPsRIii$J`
zU1837S&acDs-|o94D!u2&(=M4V~cfVL9Vie&wX(+r*1*nJ<0rNH_M9jqh$E2j_A{t
zgM3AT15q;Wbg^q`qCqr!E?+##Ie1$)aY@*iX7{Cg)NwiSyBv^_cdZUE1Fr*>lJ9N3
zANuwg=~}M}?&G<LGN-qBBs<by-?TJkoeeqjxSC*Fg*u-nQ>OSKo-h2wmZl-BFd-=M
zyPYAc-n7Pp>ogPyn~!gv3~8_*UKxLv0t#DoZP~vukM09}ay5mj!JWTNy)Cq4@;r`+
zDmn}#$4RT54pka6-%6ib?=&}LJS9?-)NK`Wo<|11bQjF2KIx~0FQ<hDL3OBkcO-4Q
zwdk23ydTHo(u{R=r7Sm{U>ln*4lD4-pyGscRqy&aHYeeyFE?LlGIeC>S5B2cK#*%B
z`6r_U6rM0(=Ays6H;vWg)LvBR20^S7Z<`0>MlhaJ$zh4f*Y1Ga9%S2wr*|=37go|7
zFhGpXpH7|XZ9>z_(`or^$AVS{HpFu^9PTfC1x)6|K~s+%SDE;-VB$VdkDa>=l*R}J
zYYu$UXsE?bpny`|ID19!qo{3lyB0l+=;zW9at8*Eo;rIJ`bgYV9;k9Clwj+Y31N(C
zC*q5Zp;3NW20ioU{InNg!*L$GS76M<@|lqdhPE-c#U$xMxgXrWOQur6)MhN~^(J;z
zM?KC4>%sybpC>i+m%lAycK+r|?3!P3%Y|u7v(-sO(?zBeqI@-;8M2a9SjIlEBduC;
zCLGdOtTEgz0TWb}w&ADHd(6G3eon>E#00gm9+hkavNA1vrC8*;v<xLkgXaHvc1$Rk
z$n3j1w6{T#H!?|93OV8>rF4i!i8kk?pjdXb&E}x;=PF7hcy&(sls}(D=3%Hmv~1G~
zyIr>|_W+boY(N>8S0Al_OuhlYv=Z9%FYmQ)E|b81JCzWt_9*oqzWe3>_GCTx9w~m}
zr~eETe;({s-tgZGv{K`3Hf`Fh1#vi!_}{zz|8=;vp&m$B)AoqG<NI@%5J#v3>%yhf
Fe*xYf<mvzb

literal 0
HcmV?d00001

diff --git a/docs/images/oauth-4.png b/docs/images/oauth-4.png
new file mode 100644
index 0000000000000000000000000000000000000000..ad97b1e69ceaa162fa76fa60e6839bbb80a697de
GIT binary patch
literal 61296
zcmdRUV{oM3_HHtnOl&(7I};ld+qP{xGZWjkZL2e}ZQFJ_y!|`pe@@l?a_iRpcDt(k
z?fq`8y|&hR))S^6CyoG%3kwDYh9D^+q67x^RSOL4iv;vH&>O|;UtFNaS7#wf6==}M
z2ihbQl*Vxp)o@X^H*;|}bTS1qx3jl3rFS-VGBvexwy<}(g6QT46=M3Qkg$`fp^K%x
z9kGg~ttptSy`71nCowY{v7Eh|sjZQz6EX7-W>#V*Chi~X+$`+G3bGeasz1TNh`}U9
zeyVt6o^SZ-sJOm7e`0Y!Ku92d8I`4IjTb62sPFhwY^0T!tTg|vnEI5lXv0R4Kgfb3
z|AB4A3T;C^+`Xa|Pf{Zs$FqgnjtG8+eYg~Rv6Wh32pu2W&d-1R2mB9+Qf#xOyPNGi
z=fljWwn;7)^Fy6GKm8%A^Q#ip?}5ld(Et9a&Ty57BK~jMv7*-1C0Qrpzxg8WwN_SE
z@p;1ksSt>~A=uvVKea*iT+k#N|KCz;*@%Ln+Pa<tNcdb{nf4J2^Gi!lE}Z!x%d4xm
zc=|+x(S$)I;@#PZ;?Uo@i$32*ch+`Mfp4fFNvi*>Z)%3(m3HnzvA_FLCQw8gKW~69
zudF<{NaTmiFDy8o3PAe!Z2xf1_7RGw7YfbLx;t75bTr1s-Hyr1$}bWArxiaYvKf+o
zg!`B$X5fS%(I4@zk1kZZ6mc0TQ!QI%z`lYxFK+bjfwjj(S6wkvzj#_H9W>-aNI-*r
z+m(pI{BD;E5*ognC%2>znImq;9qQV)t{wDWC=}6GTc>v#>@yot7^ItL(Rh&vWDW&i
z-!6D8)GCmel2s7j`(@=nf#iKbpyooYzlUM|cTz&_NdB)=Mr(86>y?i=)kpLGc$})U
zf&&8-U!azMoFiI)xvDjM2Fu7soT{t}N&~xBd^9V+dM1n(`_F7WKg5Yh<CRF^YIKz(
zheya(6(6Or#_G@hWp^3JFWCMtgyr?peo#m}y!gB-LAR9B_*h%Evwf;y(Z~A;2Xk<C
zHXY9Li$o+?umX%DJ#HVKuG+m!k>3UI!Q=Q)3V+*LAwBCxfrW+jI7m{DjDh&_MFZgD
zi6ln$KZ`A&G~R-#?$d>@;%WZN_RLy%n(=w$C)Dz%DBr96Qp1HZ!Eg8F?U~oZ)0NqI
zAf0+q`6)gghy5O?{}#Vpcziy$%yFcr+qc~#kSLJEcL80Xe$8XZw93mT<A6PSVj<bx
zMX2;wT~B%yLy(Y==;-Lk$jH;eC@>&Rck8v+<Ig&y^S)X9kUKP+-j4;y_p}cEaqMmb
zP{4ww4CkFLELq@f2Wew=QsCnz#?Epm6QrX-GU;tFy!e8oi$fg#zrn8|tGJ*3v=!yt
zL%T<4;MfG*;WOX6IVgUBWN>6X;!GntH{Cn59na#MOSM7SI2w*41&Ps^0q}eG+Vp$9
zIJ49DwqPRdWr6nOh>22G9Xz2_k0dt9Vk~Rx2yK6FS9ew&U6MC2=!|a?^$xpv_FSS5
zMBWvfR`g=cx_@s&_o?}LbR504@jXz0J5A7CbSiK@b}D$er8K)PS+roHSbBVJzy6@c
zduN9HBA#wRe2eU3I*W`faJxWrAcF^;Y#g37C(_dHQXtJ{B~A7x<nx5aNc>GX;vpu7
z(m{4gn83bx?<v)r-9^o_Sa-WEd*>CKe5L8ga)rkhoMTiWc6HAg1)t_Pxn?>7k;C1h
z#fcnfh9I_q<Wo%UkK<}xBJ1lqX^+$Bhm+YOjUg1$@dsE^T>No`67)RD6mbP?GH(<?
z1OC(|{W%GKk7RJ@2{(R-S{FZ=`RP8})EPiS{Z`6*OHsjoWQ@fe5tt-NMjuX=`v`4c
zwJum)TvE`1i|gcOlV|a)%*$49D<mR3IrF7cJZRgtfW$)$o!?Via;&0xT}K!^4bNS9
z)*d$^nSp7p7`gk0`K$+n8OBNyA3-QGM@UYQ_*m3=*en4J1ACnQESTUM`s<lhMP5Gs
z#gI2x?a5JCR0w7G&Qoeui=?)Y@`~D?F>OknMq6al@?%;2x7*LPU*h)GmqcdPm85gL
zjU!3}slnk+E+za+L-Rj*C!z^?Ce_UWW-iC2h#@;JuAvI53tW5Gq#PVeZnkQwSuFhK
zcACypY)|EF3s&{1u+Y%N#KgI}HOY{0m|)kVv^9-hcEH;Mb*@4Q(f-?_z^{yEBX~^s
z-akcGZ<F@#V-Efjy>}R+RY!9NM6M(6Vp^;uX8#0sYVi7hQ2ld2XGq<~VCLer#d;!r
z%fIU0je43>z-);=-%I)`aJ<>a<fbUe?kx{Q{zxafc-cujh;?TF6;>B)5@t-iV|YU5
z7c2W5YUz<-U2`Z-!$=K{%@_CUHwU{5Xcq|xl+AoO7pQ``hlw~lsmkBz4w0_up0#V=
z8~5a#$Xv40nhPRj-QQU98r;Ru@Sg0o+GegygosR-z&PG`v?L&;vA&hYP302np%dmy
ztL``1+mXCt^Y0t%dow*(*FTHcl*`~=xgB)-eS%D?Y-d+pW!>S^no=+n-Ei1c=mwKC
zFh$91a-GH7z0YNwQFS(WzVKArHmPARc6oWp`*K`x5x&DtslQ5LP;DtOldG}#Mx7Mf
zO-HdZk&^h7BvL|-n*SA`F%lZ98~8~ZQ%L-N&UFJW^Xv`}`58{Uw+U81SYtYmHDWW$
zAa;f)rz1rpJ%kOg&|@HD`@o5xbEay3Ah(&sT?F7q*90}l-Mr#t!bcnJ3DFOUo5tov
zlP?Zk7g9uxyeBwlA`1auarRZHZnCh)R^5|P55JvfL@f2fiO4R+KRgAX?@14zv)Sll
zL?5YU9&CDFb-B4Z(s|y`i2w8L*lYz|Ij2+#RD$jRR9OgmHtEFQB7@`#7whX0!r~`4
zF0+sL1-bd(#A9|My~)ytQG&@LtK-)<c!s&Pe!b))ir0YN?^BbAm;SOsq!bYL>eKk+
zS~3ir%o<)oO+D6&dQsrEe08RN$rI}yzqcR}Zzgkd!DuV2n%rGZlX98l599^JmWZXv
zzo8%OE3s2${^h^OQ9i=o8`_Ec%F`lqM~D+Sb*bYdRgA)wJMqQyEH%d`((2c~1tL#S
zy~VrGAKTn^s*HQxm3>TArM-R8zonKUe7KP<U-qU$Mz_PL0NgUaH$?P&$We*rYO0eD
z+f)P>J5EfF%4TwV896gcDJgdMO7&%&X%gtKOqH*F5$+#J3~b2c`Org0r`?7e59;kc
zxKlq7;rz`dgjG#$Zf9-YcDIPFuGt6+f~9T+mU}KqAxjyl9f<Hp8*$<SJ*Xpx7=6XL
zhhS;S6icsh_~S}(cAnGlp`>Z#3+oPYLZ~^BXu6SwUgn#!d+yoXVO02gWPIqtuY2f)
z<yav#Uwrcye>EWeHjESDL;nRUSaEng$y(1(o3C^f+M)krM_z=*PLQ(iAbd8|zbf<>
z)CM(Ic8nH8`S0%{lhN!pEkV9zr@WhpEp2ng&;}<SWy8QTA0_^|mKIY**0d)^a#ORv
zuK1+yv3-rcLsT>szc=~6Zeop8QiH$jc!*l|cNbHbxPhI%uVlUez74Gfq_MjbqGdce
z%A%}j&kb{zi51)%J$Je1SvS_U2kR`-Ylv?ID3-$34+G^OeBZF2o_Q%~5F7S3`Z8(e
z?C<)IJ!Rk=tcc7-5yJWXzJ`dS@NJ6c#L`QVel#)Oz&Mw%9-*hlNlT;=fTc%o#q2H;
z3x~*fl#X9Tw-RVkRF<>9wty~iuy*AfJTzQ(!fejT%#hm;YOr~mwP~6a!*r86r5A&X
z4tVP+O)%DE`=UDHLC!1CvH8&{EDf?&gn#P=)p1BWGvZ6H4i<L$!-5XlX$8f}fdP4K
zoyo?hk%#40&x|_3%RA|8;|Xg?8E*?_Rn;R8+X=j-bu(xCjH49Zp?~sRhOeT8v+UTw
z!NK45h(3ROux&XG>oDim*T<8JN9#Or|4FX=E|xT~3#7IfWHdc->BG|hgeJUUB(s*!
z`*3`hMD$e}4?RJ7#!cpHwL@DSj=~>a84LeODfyCve(#);Q0Kr*+l^#C(eveY*2vM*
z{hRX^Lo>4IcbpT?ud)b3?h>3RA6zD#TV|UtLQVjpf%H97oo6Fb6xEUOXXS4bd{a$Z
zL?zR{)KHUp+Z~bEiT*h~kqF6)=6dQ0l<_7gLZQ_PDERy+Pgk>^mJ8pQW3Uu8A#(rv
z<`VG-<I<;3vDcb;qiiBEkXV|c))f#_ni8augK@)d`ewQ2te`M|if&5C8R;n?toX0}
z-MOQ;p3S5d!eWjIOgTiEg`yGA94hxu-oCpgiP!Uu^DH1Xe?Ke4IDwa*kMpO38XPCx
zDf*g?t2Goi!86=uV#gyz&8-}^BuKQ1a6N+&d#8!eQ*dRqF;}#e1@FL6P&z#RT#5oG
z>FG`QTZ(d!uO)~em<-Om!Q<?~MXIy7&f>r-{xGJG+Md9g{cv_xia-<+_cA?BaF&R2
z*Y@$Lhy9MVe8lHY7STE&t;vP0VvpoTspRfuQOCEwggL{NdSyN`RlK*NLi6@nS7-eR
z^NgP<68uC-C#$2~SVgucdP&p0H>~bX-{c`&G?3@0VJFH3)<rNNz01CaRGleqIYlku
ze!b7bH)k><!}-|YZ}O)5NoU)~54PX(ao4jEbof^yGt_MKmLXQREmcMviqP5bBo*ou
z$Xun7<NIvEOJv7@vHhz3E{n@-(caMoGG3HlW}g|IO(p2>){pef*^ZQNZDeZQ=wqBi
z$~L~nP>@=8-<$H4m0g%(+h{ip?=qyJ-A7IP@J_Jx+b<qXk8a!m6Il&Doy25rEZWI(
zg*CSf`TAQzQZ9d82?|cp@HCo$((6Pz{iFM!zL<W^J}EE1q>aS4GmgB72ydfFOK3I6
zDs=eFHk%gsFIWw)yir(g-J2PmN01GOIxhizV7YZ12}+#8ul=4i^?WR06d~A5YV=2?
zuW%M`W>G0RQfhfzIYfh{e@x7vtJzM9v+*Zm=}Q~Upu2~=Rqsv+Q|y(vSOMrB3|I5X
zPzfI)bSbaI9misgT9?Xp^ZD6UGp7|c1t5>e>07p3eVho7%y}c-J_!>OC<?IskfH`?
z!QK_VXQ1R@A2s2&Mg|)PShPC?7Q>0xI^m2p7rZoBt$pcY8CpikQkpZgIW(H3)E~7d
zr8=5Dt7!~x(o|h&JCmzt-9lY$<beI#7*Y&!B}NA))*^#kI!0Y25>A{z&V=Mb+a1W{
ze``1TC@QTyKkTXL>J9ZA&q-9p2%L&$r%<eYpfqY1kR&owXtkmKI1Mnth$1#BXUvs1
z_)4!cmQH!Uq5Fmv*ub10D@6ZXF(>gcol_L#80ZbwU%xAl^R>`i;Y~+pj62;ot|yvN
z47p48Q|5Udg$%G|rl;*s@_{WJi?@v_w_8s&OStwknc@!>m?~$Tw9q}D#$bOOt3T9t
z9u_J+12bO&3%Oj4(-jg)kVALOUD8qD;n;@Mv9%@r$io;H9nRy=6BiOS;2_P_Nr|=a
zE-4bVh*W=*jXKevaD)FLGtmgn?-8Xx9Ffo&6_)n*Rrq=>MQlbB+x*yYm(>YZJ_>1?
zk_R_@xvLxO=~bW1DlsN+qGVdNdT-fXpjQx#=Q14-TdMdnANI7bQ14u?nDTRYn;maP
zLDCYkbg<>>BL8(4yN&%jFHftiJS3ib=f;kTCQhULRIWnm+t4>b@gB+*bkCp!bb@^O
zTn`zO%}S-+tznW9y3}jGmsW`4aS|U7@c~}#sREujF*Q@-yKE#%1(<EQ`vU#=45vtC
zww}PunnI-#qw`QfA6~E+iNjTIMH6>6N7u{p=s0T>@0i}!))H*<<(54&8B+fl#OSOr
z5(5Wv)1+;F{?uO|GzR#JcUjjw6+-6JU;%$fL#WS)<YtNB*X9J`H3jw)mfy5hO%XM@
zT)#4=ny-gk%F`9LlVy*;17))PvGo1oqgL&4?PZYWiF9Km%obGYn@YbT(D+qO=N=PD
zTpQSDUQ_rS3aL=CacZ3^8cOX5AMYb~5`e#@V)I3<Kg%FuiR^N$j{_>lFUd9q!@1WE
zCt1<sHfC;a@5BrXu5@cG{AACn-?3K^d{W67xpp@6gT6R?Ziomy5$s&Mn_lw>yvwlj
z2Tu8gJ3@f@csy_RnOrFpEdK7GNa^!zT&3J>Af@K6s}3*;{_thFvFm$73US!~tatE#
zrXJj|#eU|r<XjoCn#by?X-Pl#EpdRA-Y$EE7ls|0G}bFhPid&9Zs&j%02|1X$z+N$
zV0_ndp{(cj6OgJ&)((az`0|g#kH-x%s3ZBrW$2ldTMi!hn)XwU&x(El5Mieo9A|XU
zMBPuFPvs8sK-*Rp>)xF0?AN^7ofb8e!39^u;BD2Qh_rJ}lBBRU5lzgd+Pc8_;&MST
z{YKf8_JB&4EkwJrXO(pmJf5N3%J+aP8-MAeiuumYHj(g?jfm><3B+L5C`8~peVPR|
z6_o{tiv`GQxd=vQ6X0;GJiryeR5gw5tir~^IM>SQojq}U#?!O=m?JXmFQ=;qXol19
zMD*sNh`?KE&gZ3!q=*-xlB-WI1~gxjd8Q!6A07Q=8N_L{;QK>WQ?hZL*E_C@{!J8b
z?J);6`m-FK84ylt7YeLR5`Mp_n#x-iD#7^dfG|*I8ZcX2!jT@ql&pvT-oN0Ci!3ys
zkDPBMMLj&Rvlr9g;Tx2`Y#IUW$naBFZD^?jEv;+K<hw2bEQhZ@j4BZ%BvD~4TTAGy
zG`Gck-W&}y`^B<#iN%SclCso^CnP_FkBpfD3NO!ZgJ0j?kuamBL^BS~N?F_?ODpoU
zpyWoI`x+}o_|ju&$nqYp34G6}5*2he7Wg4>=eMjCfEx?tDd9%fy3dYZA2bQDQE|iN
z#Bv(5O73~s7E)+5v3NQbcwM9TEm;5N*75Q(=Ty<=6c{`^eEISPhL9`TaS|*^H@ZSu
z-8u3jAxKMGs^=7Fk}+5r^w)VI7n;n+3(Wo^lJY}@_%}HC*AMnY#{!-;E?g=9(jLd{
ztg7ar$<_Vk<T6E$7i6|!*0ck;zXpu6xASky+p?OP2<1Ih-khE>`Vze!@1FrBfzD*6
z1UJ$U(D;5>?g&T}9-V0~{JJwkcr}}BiK-R`tvfX9F8Xe`HS$Mm>uHnGDO^iFk%BYg
zL6<7r_Qlykx{6VV(+l%?w=8KRtB5=a(yTm1Xsp<q_5z7Y;T$~>vX5a+UqmU5xzLNR
zjDyf%tts&dWOr4U^8`bx5ldAIsui|bHcA#8A7HM9o8+TjP+3E)&FeSiwqoKf+Ds*w
zbne|zZ;x$7LH6Wh&SF!A`z-s-7i=_Q!mg^w5jbfZUf!9kKZ8W0mb1y&B^ir`OiG)1
zpX#sra%u1g%<4SFIccrqRUNm0t!A(DXOpp73TF^-u>(IyNWGMQy6zb<)z;Rwdw3|d
z&{iSc=%T{9H1V+5d8fDr_kOracL;l+r~O56tVcEMTuH2fb|NKdXN2rB(r76m_=QiH
z1ez#a1mq*CtWe(M0Gh44gipa+#5KGvAPtMnaf+m0)2SaQS8hHe8}-pqw_}%4(=a`{
zV_UK4&=1*ij9EQDU=RI7&&!+tXAP^)T2iT6*PdMkbf7xiQ-Itc@E-n3?fU4hA!(R4
zq`%SIl<}c}j)|b01i&}x%R^Ng;P*t&sR`2MF&HZ+kM|gDx|)^_dqm5Ezlf#QYj`_8
z3`4M;FrK|OZQ2%K)w^1YN_grloqebsA84MBF=*OYhfRvx%TTp9W;*9qf2Ix-yvsxL
zr<!kX1>9LK(*{H~d;@k*&#~ElO&&53`uP#&*`9h*sk}s(=Rl>@zPMWfc$4IN)Ww%;
zSqYv_q&1iaO6CHCvt%iqHCkd6p<c*xzJEk(IlzYQ59~XlXN?|>vFO)7)tnR}We@Bw
zJ7NZVyXH4!|HvAU#%gXOUAoU!(z#<Q=WUE$+6uUagrU227dKRvTnv9!lWeK3?533*
zu{JN+`o=Pn!F_z4>iX=5-U44XWAwu^_2bljt)yK|)O<qI)`|9b2g0WI@@S#RRpZH8
z*QdG7T$*<E6Zdm%s?cm4DgE(kk%&9AfvXsV<QPw+@~^qinZI5lCeTgK8t;3ZX1BJT
zPN5T!E3Z<BuTEN*sYkV)EUiHtnYru_$GJh;|J1+7ym!Z8uG(^Pb;oCZCP_2JV+~}~
z|M{HCsWz@0_b|#_9~n^n9+uAkCxIuW?xa;<N4dj|gXDmi=#3Fe!Epd<>*s`jwnuxJ
zh5OxoLdP%_tl`O!=YEzAkSBIqe&-bj9T$yeRc!?0Vk7~5^=0?W`UBXR5VU>dz0jp8
z!$zr2HUdJbmjpB9SFITv4m>iX2p?%wqI2g?|8BzByHinjgpT$RJRJ(CW6+pGvL;?1
zq~ZFA1)U|(fvsANiPD3gcimhT2<s|YF)NDCP+FQ~w+8RDEYhgZlmg2h+*A(nfAX2&
ze>XcjvYMX%<$YC6@uvE`UM+N|i&Bho3V4l=7i0A4tbPxl*%*Tp4N8~dNq9fY6Dm^L
zF@Z?`G>HRrgXw+>4$6j^Y~D%ovK1zt%gZTl6t$vL+2m?j$9q{;o^f(buP~h+MR61*
zX1TM5tq>$h1xdlE?8gH)4d<nZz6{BeTJ=Pb@t(@g0Biu~wSjrCSAI0C<_lG)V~tX{
zp1|#ZbdtGzDhn!Z<=|a6qE1^Cj|b<%`a)N{bY;!L3)<ZFyu{2W=8-a&p(}T^G<Ihc
z+Pz-I%yE*Ez>257r9>U4{*As~>oT|-xAuuFf<9|cdEGmv**pd+K@QHu5%-QW?=)5w
z<)x$-_KD8Un_`)*y;HHer`|Q;keA5zh5cC;(fLxJ>q}d|y2(wD=L|ym12jP>H=laG
zvemMGJ3zO$Xx9kMk*9HRhkK&sPxH++>t;{M1%V$3JQVNH_wO+8*deV|Lj1AW+gA2=
zRdr}Pn>?*i-M!I}bd=z6-%K(+olwNpW{ewAWGFn5Zd{+k3R#kN7a8MP!e8RG_AO!z
zba3HDESmY%4(<AY&}hS(yD+m5Ft(>auJpSrw<!WXw@y`p)WbrV4&W*s5BL64@)|3P
ztV?m~{HG)ZBUN-EB`-L+A&exilP6SI&C&Fm=OGW@m(K*Kkvllb-rgVCZhwqI2?{8<
z%oxgYFqPg^5zCx~u;UzJn{yJl(s0nBM3GrGi9Wy6`y0xOvE(~o@c@2|Yv{|YR?v>T
z<frbgvu1lbLdir?bOOCYC?b+za57b}oNwO;=vH)oE~BBStL6;g|LgK*b3!z|_0>av
zyQ6RRiH~WojGvAFf_NpdckRh2B=+(v3Tf{WDfe<1ll`1Ax3NBc_S2-nZbhkiU-is7
z%R_KxM#gEfR1s@GwwXVH@ysQ+!2!i|Z>azEt#rLRsS(YJhE|&T*#rV_bE0Gri0j3@
z>ajDY|MTRjh`xy&cOIYrgVa5WFnYy`dX;&U2HoRT<M?7W`p>Ud%3byJk@l>%Qd%~Z
zY_9QSTk%r3^zqgYbs{&GlDGuyBR!Fq7gne43K8Wzil>dGF#Rl1>h1oR{WoI>%U3w6
zs(A%3ij+4c0vdPs%y!h2C=PyzykmXM{ggx{P{#emiqFQ(fQ$Liurb|EcN3}m5I6JP
zyh=7>(eW^*8edMYA;NZH!TGdW^Et1KVp{NM1LQtt;-8L=k4rTW5=Yb!t;53fHIg7g
zT@h28Us1VgPEpq>bwgYRwy!+|nSV7pGYfB+fl5@ljN-G))dbU%>E=TaovQT=;OK#2
zTE7$E1M+!QDDc?LmFB1MDDim8yGM-1F#A5LRTBL3p`&^U+%X(Ze$)){4kbT!7oD5{
zC|)<{U?<g-G~=aT4(aCKg>bM8zOO7=cIqx4PDUH5Zz@MebF!-`spJ;lcV2Qw$9;M7
z(^GIr9Y+%_?H;4_UQ?@|TvRl7v&q5n{e#1iAD!twH&QeIyE*>tsbTn{wew)1?#6I8
zps$R-F$h6Cyp&fz?8O5Y?@4`^!;%ghGoB)=i)f%qID98vB74W6vTHVT85-X}xO-DA
zlX>3W5>sFRu;4&=L_RjtPcPWvkA#46Koxv;mNO5s!6w|_z<q6#K~AjJg3(V;@d}c*
ziIG%t<?}GPvOLgc1>pwp9Q_R!bJ6mwAhc^R)e8PW6J%i2T^?CR!dSSkotPB}i`^`w
zkuVD^kIiKIvw$|$;Qk0G0&r+C*&Q_!U+#PnafJBq7}>~-@sOkQMPF=>`z|PecIq}Y
z@t}Qwamj``<m&9YP*Wf~krch!iQ(Otibwdh)}ZH)ou&TW2XivPE%D=?hOsQ>I*CRc
zaxdRlN*wbmm}9`NpF1L7$(>BCzUrP$ec6_lStV@r*Xtb(Md4Mx8VN0{vyp+e-Y6*2
z^LNifxf>@F2@XVKVvU<0PaxxiT7F@+lHeMN*%F@ABnP0Od0sK1&<6x~L86#sNZpqP
zpfA0mvU~I39qHPqi-PRwCS~MnkuQv17Zi8XYHAnrxqT?^-GapfqNw}|0x7T0qI7ke
zKVJaosGo`f`7ua6Pkf^D(3F3}!sO`-ous+7^?1JczCmZRMvX*;0B_<C{(QT95*S0B
zmDp+vf4<{ZX+fggKOq-ER67p2*TJCt^5<>(f?99`IW!017%=i(9dBG2Gko?G0E{R3
z64vPAXcMi@IW<Tv;mwhyI;H+60n4x8FzyH6KKHlYFQZ`jyEy}nM|QJ%V`6jLq3VKE
zaSaH<SeMaeH$FVGkA>H_0<6dQT{ob`o9)|Q6XDp#!r+B@I=|8Rpp^Xa9EEr|$x^}%
zU(shA_-DHfhR(+xDotCh?iIE4+t(j%W~_TEVBg2XD@flr=r(nllW_0X8m~`AJRsUv
zxm~0v@A{O#$r;c5!EJtX#+W(>Tlgg?lo&tR@*gfh@UwyWTl;~?_V`!K%hjKUTd0y1
zYTNujQb!!&V2DcX6`6j-lTU$$W>3r5UGtkCgb25UdMe+CHHFnhOxwy+`ns|wHNmPt
ze1VCHn#HoOp3f8ht=z!?_{Prv)gv(;XhtD=^plM$(9=J>e`;5{?9PK{>u@s0aA*kb
zm}qogvCU@XmihEGxt9B7H70H<(Q~}LHEH9jl4NW(>lf3G44(E7Q&zCmkDPTIQPJUZ
zQ5E}*-r%E#GR1bZ>kh#$FX*mXp-)z&VngwQ+?L*(WPZ{J(eH22e!RbjZwSaVc)SI|
zwS!fam6eC~Oxk-G$!BJ5&PrT;Y>LI<j?oxd#A(MDWy&_2^Hfm_(u|(@O5>MW(ifjM
zXb1bl%bMLuzP!_Ct6!DbV#qsRWq<;)pa`|WA~sL{<B(z@wIR^nIPH`N(3gsDKG~3J
z!juH;Av88BtZH`u^t8JCqvnoNUe3KlQ#U(4F_F~PVBTE*X=KMY#poHmq~~9tn^9Bc
zS)j|9e(1S2I6tT7=Ze4xsC`aPX;FcHGI!;QXcI=ec_)r3687Iz#j~7ET^E4)jDgc&
z86CfSJ)AYCuwmSicxKG)e|iA?6SNfb1}?CX(fKu(^tF0g+^t-{simg%ccREyz}AnH
z!I1eBwmAwf>{rK7zBg;Ai9zXTgR3|a+`kG;*bz!H{nl-z`t-C!?2>!)vrn!JwaVe8
z{s)UE8LaY|aabDEUYPKW3_M0uf?tXR855~&gOke<ATxp#<m^O=I@3F*b0HlRQXk9t
zMqj!RF23_B%B36O*Bg&|Z97$Vnw^|A>O7|apsNFr7PBuBzV<;a$MW|5CSr{m^e~I6
zo1@g1Tf)2YN&Inpf@o~@oQDsxKqC39+l^L*m9Yt!!^@qIO3S&$7uuW$v&n7wy7$}E
zT-EP|V~er9hI}@5>TQoQKmp$fTmJ56E@NI$%x>^;b<&#_M6NmRd5THCWxVBV<d1{j
z!sfp!Bm0MEGBXDXX7OkDjdi#wqaz3D{}t(_A1~)=$QZx+5~jl-nVg;1H)4)^C$^P|
zb<I805gMMh{1YijKOo~38)k;U54`*RF%x9WWBVnI9iKJHoHTCJ9ba*q9B`qHlc}e(
zZNb3Y!w}DT$fd0Vp||bSyPG3g!cVl=w#Y+!2&T+W5Jf>kM!K;qA>`cw$D1svvq3Ie
zd~Gg&%>GbG>>}--rIrCb_bN0{ymL22hRq5SPI{@<P@92q5{cdacj<^}A3IymT?+EK
zjomlLy)tMI2P1hX!?@S0UYw=5pZBf*7L#noDS=0I_HVPi>!8VKC6k+qj*Zb;i7V*A
zya|*DwKK=-P5*OOd2+%DrlNS>g>DK2LUA~K;M$RaIu>%tLi3BEs4c8ty{);P^b;9`
z+}%7<-_ZT3L)%TIR`TcqB9UAYhb3pMUxTy%vp3dCxc73(4ta?FVLJ$g;>rH*@P;a~
zv{h-%=uXQAz0pUJY+T<5F+3bUe?Wqk4)8g`3xpkAAKM0njHZL`JDy4$(*L1q2!-aP
zkZJjWgG%o(jVHf`jO_fwpZQm=o!KHE!LR@Fh5D<6Q0f1Z2jU8efKuy%&CSgqQqF@5
z_AZ5zx_U@e6+8sG(E9p)j(+>3IXbAg2v58P%I>$9s2Ze_59R4O!_bW3vQPADJpG)1
zacH>j@wUKy6cv`|4FBo3TjF2Eae2JZiHJC5?DPQlHo&BciV9K=#+(==e6#aoMLvRP
zklrlLkC74aKN6?z<fW(n;n?ibXtIGm4<L=LkB-v%Z4b}v`Dj-b0|0=MJ`}$G#l_^U
z=a(OD_f))mFApx9pan|(ex#1Lg_$yZlmZ&3BL;{y^dH4Q&&Zk_$NqQpA{=obrq6$d
z|9?)^(Nj~OoM8XArSEnyPD|gv`xQw^Nn!sm5R?!3w}JzaThMX1|HGOAi6i^J_y7NA
z%BG_t4~<gp8hDiB{P6}<n-h=5AL$Q6)0Q2ZoTT6ZL0_y`SSfCIfS1#Xtm>yAEWOs~
z(jesSZ<PA@J)sK>mGr!VmGbi9b73#|s3Ae|KCfDUS5C~S>}U{M>>r&vs<wk@9bssc
z9#0$Yz{fTFHisRditc7f3};EqzvrE{Ys^ne7c@$q{R6Ne-U-y~Ji=Vm3HY`3^;Qo@
z+vlQxyJBjeuPA3y$E#L&aiA*r$2XSvb}YLk4$>sSJ-B$bw{iXk3KS`Nv_-%zr6e?b
z;81+J5&LEmI5<3!5ZinU<Ix`S>GMtKHIZi&(&qy@S3h9wWbq|keDL%7)s^&}VjhIV
zdmiSYz`MBr?a4#Z>!bMbv_Kc$#7D65Ft=Y^f4hK=sFo^IDKIh`%kROLXtksBk3)aC
zX5UTD&%gQnbXrk!d(pD>=%Vq@g3HbDYD|^ROyzdm4Xi5}1r5BN*Iu5=Um%JO!6N30
z_#%Qc8L{a{fi`v>49YX!WA3996QzI*sizq<R5!Qa<S26D2EqD409|yd^ymSyQOeM6
z4VT2IenFZ}O}>Gy2jv+prLi2<3=iA0T%^&ClfKUB81?uhvF9N}z0;G^HKSo^JCB*O
zO;T%XMXq|wRi1uhN=ve)O!>aA?nFdGr{7^{dqi^YLkuW9uBmekM``v!`dpsN>yDL?
zEKhMZjf?1m9P-KdeBiLNWl2WgEw~O*7wE|<ubQvoxt-^9{NeojczU=54xICb<C8F2
zB=i!4h{*n?4GxRpy8H9ByQ;WKuj@rD<X;<wrJa1nXtkmLUbqVg_xt2dou%gF4vj+Q
z@8l#R5fRa1js6yaVTPj2>Lflsg&3M%YXpJ+l;O!K@?FE@E#+=ZU0~W}4|!dr*D+x>
z@C;SSjEK}ufg>a(<7cv#<Z}Cy2G0~)Xitj|aY6%9ygHGbgt++KoC)R?-Jp99xYLJK
zyn^TVxKJ+A)VD{YMcy=VB?XQln`n9XHTj`8c-j|JYMzpg;v+jReKHmfez=QgwtXLD
z@mQuaWbtvl1ehrK{j>=be2wk31VuLiZU5bR*wC{R&i(~pS-Lw5t)xIzQR}z$&MXg)
zdMLOr7{8L|lLjgU)|fkd?Y+gKkNfhWF#zF@QxFDK#E1Uh>I{DEI2I&7&_+mhZI7Q8
zuE98e1(a>)v0+iMU?nugi!uV4&jnGOqvu<^y)^oX*=3a)vzJTvmH|W(6J<N&L1O1R
z=P(3&llf3yJKr)lSK8^l#kGB)9?W|7E(6=OdXBcx+ILW!Y!^)h#uEZq(lzdVAlsrQ
zUIlw<J5<Kg4#lo*Uo36c>@h0NkOJ*m1MjZvDc`BhGZCf^>==!HM#mR&@Rq%6qtL=m
zT);aZ0<wgSD?BYGAboPK_p0hBi2RNw8@7vxIQeRcI&#heGHzh{>gwF~0<hLCQ<^`@
z(l1T~ZZA`s5-ocs=E9(QU+cFCz0W5?Zs49sp_Dd_{KGyPM0e()7`Hlrw##4t*t<_p
zDb*%mwPfx~Wsqa^Wp5wgY~o9LMg%NAp|x!5y|_#_$2D=FWw+(zC~?GT+cHo<3V+59
zcNN*k-JSs5rVzY1qk(z8<MhvP?p;So6yXA|zc~Z|{b9FW4k|yM?Jyz;U5zzFkB*XX
zd^4zcbO+kIaHEsh6pk#0h6S-O`OkX|hAu;=Owvz02UcOtImq+6olSSh%sbH!mln#a
z%CBHH9MW#&ktnFA%O7|NG8@<tS_SVzFx#iv+iNYu_|DL@CN0If?Dnb_HaS1%_I-+L
zd&b6oLtQzW%hk^I0`tOl*QFNyed5-`y-v?D;PDniL}MOjuI8HSXl$-euZE44`BHc6
z*KUCBdGQw%ufv-&nEG3KB662weGs<X8(4#P?)q5l^bZCacj7}w<{)u`pgxYrYUKeZ
z&u=_vs963}d4_uU5hokBg>6&pxpQ~+1<}Udv>G|evNxi&XSVVdp?DD#JbM%iA_I&X
zEejTHGnrXgZFiGA_UBRn31jhUh@CY(^T`q}89DjAZQAdFt`A2R+WJOjAq_TL3{KJ3
zp?D@`{-MDM8EBF|JOO(_SgrZD<R(_|w0dEr{e8V86p=ggDaxgQU$aYCQ*zOTkFQ3f
zXGy%w6os-i7#KTu`OrZ3Z>OJ$!m$97K(#E<+uNkV%dvvaO|(xY6gs^$k$Hu_)rOoN
zTHYkZn#utdZ*t3_F&KGT;^PZ2O!a}dloXLzCJF@07zDDHIp{}BTe41)wCTKvws-}>
z&H7~hOt!W%vMP!17jr@k+kZY&sf_gHNGOK)!E_kNE*3<TW)b7mA+v@1!n_P2C6#3v
zXKU;~!!KPOglV`|iQ_+VEaM>s!#+DXNz{l;hF&!j8AAt@GkQobV;q>B5b8`~<Flde
z9&b1Fd%>s#5_{{_m4`>^#n#4Ba?9!}H87+@M<TRdWxq+@NP@U&`$CNRLL_^k%ugT3
z=S?P|Mc4A)D<0mMW1Ex2CC^_NK6b`6+mZ{R_;w<aBC+F!CHtOgl1M8xPB8m6Z=(W@
zs~5wQcaah_fscswP7&IAN3;o{IIA~dVt1CX5$c7puAQlH%?!^mVZ?5ls7yTq(gKb8
zP#YMF-M-25aF4v~WkgI}8B`xnTuNKid5<ewwHCF80KjCwz<DH|tcq`e;d`D_c9Y_D
zPeCwao3FjGX1^^x7I0C`qb;NIhzH?S3Y?*VrzX30rg^)_Xhn$f6gTft2ID5gB~b2S
z$ar(nz&5G|P6b?J?QWUQT}T$N!SiJQ`o*4@qbktcIUSntY_R_K;@kZM<f6Hsyk-DW
z1_hp;^&&{HzNENE1@}wlwWn;-4+7fe?(OIgT?5f;i0tueCSdW|?k~O+FbBLtIiJu!
z?L^kgzPa&`Tl2SSog8^x7M5E&l~(Vc6(2Q!9(tntw@l|K{IrEiHYc@>!L3%h8sY=G
zRLEp6isVOIxdp3MXkEiUtG=s4q3iA!g!7Ld&vJDqyKixgWtf5lSx8Vw5d*wDaj_SD
zq;MYyvfMmm+Fj-CqR8w+2rF9o@2^co$9{B^XXd<qI(~xnS&y#%{`tf=+Vw7r>N&Z&
z+$`O#VYjx@`ig&iwwXe!=#0Gz{dSM>>VA;hK^afocYnfejs$fo4Za4x{<{428&@Oi
z(YBv9ht2f^El)|`nCc8LQvD2finb{TgSSH!!o359sJb6mGG_Bx8xN@(3#h%j8!ehM
z<$Z6-Da9)#Idmj<Q%#W+Q0bW~La=#hzymBUVd;AZ-${K^NJ;w{y^3$K992@T<)}5$
zS(jCnPrBs;os(k%{<L)B{T2got4zL-kTWq=!#9ARV?1k}=})~lr%O7i<{6~2z3g-c
z->pcTd4=CG)>1!oX966c&M2Ec&#Pa~y)kX72kkV7FgMJhu*xO3o*?A)YmJ5)7=lFt
zFnSVr!|=g$%JvFkrfv?mMjiZ45D700w9m^pR>Zp;06If;@{F~+QM8GCXJdbUPQa8#
zPi?8_7(8rl7RotWB+#Aq0+(iAx7N+Iu`+?%bW?sR^4Gra8cf6K(p$PF?*JuCHh6<q
z){sd&<Xwt~2#|YpO$HZx_e6l+E*g8EOKI35zSCidX1QVwow525{VA1%T10Qrr2e;8
zFmv}`b`9lCn9guGWVQudgTzX0Dhv>77^tq45uu1ykRN(2|NY>?1Th-s$fQ>XwHy1V
zks5r~1Ec~X&hKvKfB=8_A_ps*Geg{hcuuw0`CE-Fsr%G66Rr?6yzX!QYevlMg~)tm
zskB4xD0_3f1<8>I($L|V!t1ozUxBZ?0(^n}0_JsR5oCYTy@z!8B^LAGJmg}CE3wQh
zoz<B=l}J3_NkerBBkX;@YhD%paG#ZAg+fB+K%dSg<1+dZ;p`i#*P2+mmUsP*9#2Z4
z5EnNzSXO?v)}8;lfaUbIHL#5}<l)?R?G;pa9{?e;@VaZn-1dAGMivupCMWbYoAhC%
z^%m)fd8dxRVz3|iRSLPhT)6P#0jJof=wNxs@x{<bRg?G5fVB(*5I7}GHhu>i^s06{
zUNT^Sw^;v&0gwz9&M|SIm_kgF9ZA{=h>dhDtIUJ}=%14ea)dV#eN}umByr}j2>lq-
z$`AH9^-gK}WXid{Z<7gKg)}w_)g=fFIV7|6mo>BVfMjS}3#)ZeOznuTy%w1lHV)M$
z2$6D*2Q@j4z$oJV23EJR;eDxos^o`pmEA-^cZj$ffPjT0Y)d6aXZ$oXMu%<F+Uitm
ze$UtSpr0IYPW`Gh;pR%OitPt*t|jH1ZhNnB17meOKbB8?a3hgXov6b{FfG`)c2Ys*
zmGO5fuj=~6_uzqaDto-0O#ZNh-3(87DpOj}){HQzYoZ*DSi|)0d3U4t!Z_0-r|^PM
z;mn%pR|^a>8{7W78LUrW-`7@|ZvH7hhC?tog|42n25tK~b|e4df38CS4d?R3>+Y`s
z9?9nx*XCP)(zNAh^5eun`QoQ>jm7qc|HtriQTEpspysk|Zo>yj#Z2-XPSW&PcHHkt
zdMv%I)RoIYTAzDO`pE!qCK2DX4KDRml$jvLlXh;o9NXTHOMYG+0LP<XY4@LY_eo`~
z>VOQYnJ)xLM9d3Gg^|5^MBOmhLPWto?im<8&ImppMm|wc(TvV5_h<d7guk`u*58Rp
zORw2JBg}kyfAD_Rs~Mbe|N0*Aikrg#{ulhJM;O})P0#p(t2*y3vwFc{)BRCJ$xlvv
zg^S=In6UI|{bV>%k>;|kp@5?z%$m0*G0B3uFB=l6<F1zD7Ykr9s?)PQdsmD+k04v!
zO7i`ha&%p1`QFC)>Km5WlNuUu>duDI#dJk?2`h(d@NSfkMr^B?;<ihQ9pjM#0BmWg
zuoyF1t6D}~#ma@b^#{Y#{)XgC(a5F$nDFti?j*+|?#~bB{Pj=Pjoou}e+&&5XM4Bg
z6hf||^b252#j_*+!$n^>UuxioE`8i9EB@O|5Y9v$VrSG3;mV#xb<Sqlv6FBL;rxNw
zW^8~C=Q0X@sQ{s2590N#X0y2-v6G{;JRo{<>+w;|$2B+e;^`T6uKR&EE8Bm<t-kqs
z#mvyY*<!mQUdus|iLy7yz?yg(=4h4KO~1MbKE&FK0NRn|d4NpIj`QN@>}<qMCO|C*
z9y*$0RUmCYOS3W!cjjP~oHFK6F`5!3fNq1fFf}rZO9vZw=(p`e7r#;1H9R@-_b7rk
z$*)m$wWZ8~g^8Sqa#Ci!(<VB>gSC&_t8)G@P{dTpO)yYtx1%hP*y*C<nHD6)A!zJ{
z7s-~x8h}Xn{1w;QgI-3nc1E;de&O48d?T4)Wgw$ROlEg*(|!F3#!rb}qxwhmc=W>0
z{&~XD-Q2;1>k~svE7in=7b8@zuKbk;$1!f>oa>{w+%~fAIMMTBhfxkjvxDzQyZn=e
z6CT3S4Sm<09D#-E%3&F}A)gQD`i>BZ%6f=W0@7X8iO=6cnxxTb0?<}oZ)TGVQy+;(
z{N;*_-n95Xi81xHe_`i`2>u;6iGLcXcPx+ZeF!^O=s?bL`*jf){Iu=N^p(#AX$s%U
zvb$BfhP<y_mt^_5rYR5)VAu~o%j^L1WDzaHJbP1Op?q)NC~(NPS-3MDBKodIN4x}(
z4pK$jd^+cs_h`LBlYgV|NNltuhprq>v2va8aB30_uDWxedUt$}c9arZ&k(Zm`d-H<
zK_7pq@D`OUy(lFFm7$}-^Jw<)*%75xSvxfS(22sZz^*6_VH$)hrvui)a}kME%qnDS
zi`EoOgnD6HsU<bFq+{}Q@~!jFYwd7XoH33-UCn$H_EiORBOpvGE3G*rt7^xk0Auex
zOUAEE<$Ae6*rOHYylSV>(8|^pqKVz1Y?ty8gH2H1+eh{e79nc>G+o^wsH=$R_LT?i
z&@Fo2-l~+DZ%#XMA$(f0TE$mo;B<U#`J=TcBBQ#3ufWhf2_a9J5BuVpKCBJbse~JO
zUGoSc2*R+>21wN%|2$4%B$SD>*n$Q3VX>3)TRZ8U`0~-2g0kkTt1a~4dTVv|%VB?A
z6MeJp<!DU-0I=zxX`yjR6AV7T)Ka;$xZ0dyw>8a|epWV-u{$~EPi@K8xiqHw6Lc1s
z4l&;D+(dY^(LAr^K)Gzf9fE8ZJ@*HrWdKdHJ?#MSr+V+D(k{>9+B9h%T8cHNF07q#
zrgm^Fm|mY36K7ZaoM_W@rbS!!ogP%@AJChE_;nVo>z4NF=3mu04da$J`D#lhJ{C0=
z8T%GyW6#7;=XW&@m4#tH{1bo-`aAbA+iZhnMI6Z6JS!>234b>UEeLUotP7hL)7#T=
z-TbSI)C`BV0cwLLE-5Voo1kiVZbxd)`OQd3)4<#6r&i{d4jOjb8j^GWb)NU0X62=~
z6*J*$J~>YN?%`7vZA=*j6mA7jc-tL$aV1}9eZQS=hS{(;kOAo~?T6tPet!Pe_I5XS
zY<1a;EHSYlMn!q-c<|;A5niT0g{o!e<)OsI7mO1RTC7_s%64?Y+CO(fM(94qBolii
z`!zaK)$^6WMJc&Fl!RmR*1E6ajde6<HDd=%-rk8%y>j)!rdp{8E#>Oxt!FG6sWwzF
z<8f$&k_ooQW~f0svbR`0Us6(G7ZrUnQ-C6#lSd*)rrjqt5^3xvldy+sl-eE;5zZW1
zn<o|j;hSkB1W#!~{!y@s{@%s+CsZ*)^Ud&E&{*<rOmYB`nc^kN&v_3xm^=`}kAGp8
z$6M}9|K2`^;)W5!WT9eONpA6#OXoU<eEm~MTE_$V-dn#h1IbAVEu{OD`?01KywTze
zT)VoQxKet%bdfJ6+B~*cjhTiY-&B?BU}7#n9L1y~AXEO%pqx@O1a@YVurKq3B1}$O
zU+9nT-&Bi}UF(rrzbQwQK{B{sR-pp?zlzK8t4}M!D48rF8>{3B?{5bBFj-ZxYUkl5
z2R0y0eVK+D;KI@_Vo(*LwS<4$O{i9WF3#&bH&;w)GQ_U+7p+qKmHHH2PV6mrT{>-0
z6%kll57~g-5_DG+zqgX?&#WT3T}kG@wEO-Jv?%__@1l94jJCA(^aw=L^F70EeuZ))
zs-h^a2n!yxQtS602tOPmtUlM+OzEM}Keo2U13!DzA6>H(H)gBQe@;L2Lz;ZIH(pV`
zq_AbXnF+1|mICvdAZ}=VJ;rsQkgTmU34YNcOc2b`4_SFw9BqVrrn#hXz4{p_UxSIc
z*&=C7|E<fER-q<<!7C=lrp&x!ta}{;e1&pbBppbuUE%M1xIro;EHjuCKWKeeTH;Mb
z@u*m|V4CXb0mrS*tzwa}=oGqa{_2!rUQ5v5_?adzVGoCpI*oB<F5Bz3XM8jbr1Nf#
z*tk0FCh-;haxxLqb$PTRAp7@~Lb{oiQs=U5E)J-?9@V8jIthXe&Tt>`m#%?JY`pI&
z@skPkOI~^>SCiWQ&EyXO&XxWpsSB`>Jw3h}tW`(>JYyJ(r&~3Xh_;)gkL;Wfs!a&L
zCLRWsaG>7XN2^&4I_cULo9VI|bhx#OMOWe)0tqcW@iAEf7kUm8=pPXmmuH5H(%I#Y
zaZ4f3FV;FWs@D9PS#K1}B`doU$2~?fhIE+7w5rXtD;=C0gM+{MF=LvY?7!Jw4gVQZ
z#rJ*1r{!;pdRX$LcH_&j)hl>y7|Dx&AksBhIi+z>y#4Fpj=8=hZPgg6--tI`P*l<9
z1Hv}e$ThtVqlIyq-OLm&@kCS2xem6@O3KATScEb}R$mAD8|mkPzBDn<#m$!DVOIgt
zD-V-O2`^-}o~T`3^dW@a!2{h7WS$n#hI_rxF`2^s*i(oMVq+tz0>6)4$Y(NcQ|}g7
zWc2s~us@B@(~ly|%vrPV*ea>H4c-RU&R2(q>dk!Utjl4!o(;cQW++Rfp$Un((Lgne
z?r7^s{Kg#R5csoX#)9yiqO7+yb5KNy5@$&Fp^S;6Pj6Z#kEpqF@GKWa+&?>*q^?k{
zx_h!#tq<{2o`D=X_k(yqR7-)9rH7@>7f%Xnv;u6Q>2fPuee-9}T6A_t+eyf58lIRl
z+h{lSp-@+HB@kl5?YnE)tRP=v&O-kE9mgiZc;!oPbyqT7S4?_B#ZsdzuAH45iKR2<
zP&ZYv&YVuBd{|KZ8rU<VhV*PnOe`nmFWs>KXgngZ<#~(zVklRw97&fXjLAneLA0i(
z>751Ftu={owH>cV-m%S!!HI5;KADba?@|rEJ@!2;k=M-$^K32tm&)|jO`5@{5G_1P
zq1V0)Puyrx&L$V*tI($S)MY>*J5rg#^3L32L}?e>w1lmBi(HEu>Ya<eP?@2x6~=(C
zH_D-{m!hHQapOlnw!p0I^(lf5`<$9FX-YL%%L!vTgDbU~^*4d-p2#=U=Bv{FHh;<+
zxBXlBbN-EA4gQS5Gl3hqdSBP{4>cyq86eBG{9If5wSFE$w4l8RqN#4Z_g}`)uG~-h
zQ)dXonr2a0+2!MsJpP9ZK%ic&1C9rk=oSpKhzOs?8v^5wO}NH6-7=SDxsB1AFc&bb
zu2wg&*rvY(QAf}pxbno(j~r6vOZ2i)h^3<}{$S^>F36}3saN2|;;Lf5xuQJ6<6Z9Y
z!bt8@TOS}Y$Cji1*Yg)##K&=Oe!7;E^Hjq}A5p4vb5G%BJmh1sBqCby*T}A}5$jLx
z-Lq*7mXU00+p$@$iiq{g8-s_hdl5t&NYZ>-+p|exr?rD^wid8>=fBHWo0D882E2Hf
z00{U#HIWx=QoS-A7`hA1tctE}C^j~&6VEFPK;YU+H{+O4xn^xk=Dp;Sb9Tq(6g#cY
z)ydeY_luHub-J+l<c-;(rrf6s)EbfNiz<1?KvfaQ57n2Y$B>^&*3Z(_(ZS|&GMOUN
zqH(J;-h!Mi{ISAOv@ti@ZLZLoYf1$UMz}-Pg=Q^NN|i*z`!2qHH3JO!?IZ!ec1LJv
z`N+UrkK}lrV3NNj*ZVo5@@N;%3?E@Z$`RC`HSl%dsP1NjIPqZ(__@;YdQCOP^Z9B|
zHXKR8jTT@=f=&@+wTrYUa#90h+5sOyn~*>DwUT0{>$^n+Ondt92P?R?%yE}QZN=AB
zsof1BA$1vzgQ0CJwC0GwW~vh*$y#EFFKOr`EUCxv$ZeMbw}RQ8KfX>+opCzhkLbuB
zc^-@=wE^z<rmk*RVa7eV)6Qp-THO{<;br>?XZo7?!a{qPXrYEG;mxMpe*lYYZi(FL
ztT?CPnPRGqPGr2F{sxYSopV*=uCZc8m#{e6my(~^aa?-wOr{-Cx%(2T8zKK7H&Ogw
zyuD>`TT2io8pq6b%uKNzGc(08$CQ|vnVH#+nVB8O%*@P8F*7sBEVG`Hd+)xj+S*@l
z_nned(vjv&pPrtc>HfYMU1OM{<~(OqHwohE&OLUF`&^f`I;s#ojZ~df_I{Y+wCW>O
z1N6+wpbGnwZfG~maY=l@Sd<_w=Yb>R)RI<-yXx{#qhlp5Hh&cC?{5jd%K<dZbp<F1
z0Q9coJw6;BRC@^%-orVLWlEwtA+NZg<4Y`Pa^zdND!#c;u5zX%<S2ah(Sotu(1^aV
z<R5XA$D_s3+*l^IHaG&jx7vJ$25!zj72fQ@JLFUto)Ud;&)Rr$net-TwQ0*PUi~7u
z+L@EnG21;Uy1G2~oJ+PQ`1Euk+#^EmcJt0|aB8jSl?dBwurLd}2($9WJ&!N-)AL;x
ziCrr$Z*RZ#B75x(Q;y?xWg}O~MEl!son&@38XvOjvrci{spiv4Lz^9V6VL^Qj*x?4
zkrJSK_!Jjs{kd;&xsyX-`Q81)X{g@<E%l)doyhpOT*J4PxuH=<Ij7~e;B#s>(8tV|
zgcQ%5+idM`r=|&0zk$>%umo-nvJ_1l&&UUx9I2s41X4N1)i*RunyxTglT{;VzY?Aw
zZZ^b&y$nC*@yh9W-AIZ@pLy49AmQOpR!~T|<mBzQ2ie_R#znTjKQucoWhg6X0!_tu
z`{I(k>^llRj2&7nxdfQQcknal&Ux=6(k^<*)G$Rt<Dsv)tbZHyof<^W@e)6=6*6qI
z#l7#WeEr6@YxAR`A<E0`$z!E3*W%&k(96w)87PkWqj7};$8(b}q!l&&;Zg<;xM{-c
zSst;5qtz`?2D`Xn$FTcrin^^jt%3xK+dV7o>K@D*=U`!c-v|H^PNmiLh42&HvpHgn
zYvZnGFXLmo3+&nu1PPSHHTn7kBmu;#9eytt_qzl4jWCi(e0rwi7TGFyH!paaNXFe3
z8P>X<ndvt1`bQ#&a$F}t*4|d0tzk(_M8=0l8INgniMd?bQyrC-=1Wa6Ij@gwD9x3C
z#2Ok0j$@$2WOPBw6o>w50o|;ZKL6?05~RVntJ8Kl5vX?o0Ib;7@}T&W^2vf2S(gum
zynHFHf+Q0@{IFiB<Y)advec#)ygUyj9)e*b5p^TJ!vm!y>m(loVNtev#7|szH9|O-
zrI>U?Dk#DNFkzF(8q}!w@8dak3U1>@_AcyeOD)V(I5j0RFS_3p$Qpd_yB{R2sEScm
z>|~Cu<&qpjop#cp(g;RrfUQ?3t~+0k4CN`#mP7)SJo%j_lCCaFdL38fUcf;iI#mEN
z8qdg#C(UUDe^-j)I(5<NX7QbIUn2$%XU#?uX}?^r>)E9SWrihL&1q1xY!ZDlby$22
z5#5cGDUr>P43@AoVKhxgg|TIeI7$<gv&RH2BF~iNvDWfCoYI!~9bFZ}Y#s6CT9g~X
zA4?jwJ|0;8zTFW_{lVVt5s_Dntk{0Oid11htoYZj2$L_J*ZO;2Ki2Uk$A@FoZ=T4=
z1sj+d=eGJbxh`Go;7~tqbWdLlu(tSG;99P1k~Vb`au3{RMVV5g5b}qDyBoWTcX$XH
zf2_^!Mq@}$LQdUv3bK_CKoS3<*5N|!5y#DitF~b_<M`X)`r7uytt|HMuJhdy2Ip}u
z2|G}zF#Fk!;>$LvjeKjIJ<)-gIZLQLaIHV6)MKGp{<1rdtI^cY%b_@|f@pJZ!_44|
z<*K~*2ffotHg;m`oe9@hw{osaTi?yAw-ss4w(Nl;O|{DoDid2l@3<Sg%)N=ychnX7
z^bfw}=Z@o<{7#wBppE`jU+xh|>jZ44=XE6gH8YH+Z2rMhTS78=JBnQ!KMFqYGk&(v
zRSB;KA!z}k2Rah(=8(J`BI79%9|`4MNh;9RY8I;>e$1KvCI^v?!ht5PK>P0fGxx^5
zXWIdc&8rF17;Z0epM=AWJGA_J!sWIqV{VPr1+FLqqX(=9DfmN_Mt+d|_ZPF}o}0DR
zA8V>#TD<%9qT3g{5iLp2Cv$_K1KL|&+1K0z?i~l=WclrEaZkg&_*>qa_zv|?2U9I{
z+~A3#Qk?tV-NyRppVt8|llK!uWUcm*B<^$cCJx@|?~+TMa!*OwKA$vuhj@w&J%5b>
zmd71(eV1Mps94`3i)_m~&tC8lYAZ|=;Pb)+1YK3?udO!tE~d7CvQOQ;C#c7n0&X8H
zw-cxqtOTW&QZ-ZY;R%o1rIxbL#|dYKM>jdEZ`v9iZwqdC5G;8|7B-0vCkk`(i!}M5
zi=JA2o7xy7ecyy}HGMZa2yY)*mfXR8{6Nn7!U@#T*Kf_`Ej)AJfsGWk_4YlG$9)gV
zmN=lAFZe?NX@u55<v2(UvNZX+L77=FraUBTU6Fpbom(ec<Z*@edgp0dzc4p)yqQO7
ziaxKf`CNbO%gZ{8+OmIDQKD5hJ8v-V=+c!BgN*fS;=+#Jan<!wa;mKIwA|p@2Gw~3
zI@e&3t2ND!GB&&MleMuGVB@wqCkERZ47!{aMny9h=C|fCVU=gmHem~0x}PVL<&*o#
zo;*6&GSpM!j2}I#P*+80yi<l7WqNsLL?43<MsaxU8rJ<^ZLnozfAQx=z7{ZMDjE)J
ztAUqhA${Px?dd9r?e(BmXFE@2ynfM<Qw3E2ywUHyGUK(c+E++b3_ZP@#HzB;W%$|N
z6K+^own&QTXZ{PrR21E~3iBI>BTbmKEpdiGV%HJX^$gMniZkxQenSm4xsiLVos~dO
zAAZl%+>Xk)*O$ry#A9Q)&#`*CJ!uD|JyfJer<Vq?E1=Sy&uq8Zp4++1l-XLoFq*FP
z)~JOVgG2hL{ua8v5<#7V!8%hyLOcQ0*M{vax!D}Tq0M(5ze(ECT37^pX>mC(&ItC-
zH?2DcqkTpZ=>*TKRp3yK#2p-l%!8v_ek|`+0nom+L@)2Yj#pgY+*7Okp5%~wlZoXJ
z3sIllE?7-CD?e5uVhVyU+0+|BmY{j-(^bEW?rBiLz<9Ig26@>s$+xH=9*5=B8#NHN
z*4$yJ2A&h3=49nSZZ&GU@pbHLv7hk|Ch(D+4d$--3^A*`8A9#y2`=3&EZ9u_3d9A*
z#PL@@qgCn3sEqlL*pm3K7KzvU&~DH^;a`BXF~qurdP0Ep$uJjBZFnCB<Bj{$Ky!9B
zw4k6SP@nY7A&fp)kV53c9BS<V)=t&<r}J{UmC4xCzOdRMmYa|SJfZeJ%|14W`*!W|
zY?KV77Hg`OV+ua&%}K(czA5<&_hpXlmvdAQ>ZVXmNkuy9^`@oIh;NPnEd{_k9%*R8
z+lrl;`1uX|^oenf@WgVSjqMCUcDCODCKU}bgFKtAZ+axuulPtnPtPX!u&9HAE4}Yk
z_gbg}V0tfFlXiNB9+nF+%C&ZP=cdUb349R;Dlg>{T6CPATb0W#I;ynTLPOy&TsQeL
zhXBV4`o&G&&TE~0zw3ZWIv48lKXN3{p3ej-v`=4i3*O70zFH0I{rWYYUm(Ha=`{tw
z{MG46Cv^CU&gXRZ#|hI`E7&dEV82<5yD_QrRzOs#Y6hxu-Oi^h49lJJ;CpDpxp?9t
zX1At2^BGs&dV?-LolQy}Y+~uX!HPE-A3D{BaZNpTO{|qnoNG)~?Z(+w_j@FAC`+Vu
z)$Dt%yDTzek2hbf^$Chq>IEY8HHUVUPV$;mI?+=v&7O8tc-9O({4RA21GzvP4Dc;I
z$;ij>>V#iJm`qkW(ORVJGP~2XQ>Tx294nn^`%Fe+gDj<%Ol&FUy)%^+AzqXO<0OBN
zdKeIUfI|!yGc%fb4JlUR)x}I?b|-U*M+yu{ZCmok7Jd^@2a#eQ${O7b&C(Vb+!6_+
z;c1npyPkC^Ij9qm&<4FzSg<8iZAcmF>WNoyS_V(G_kBiVpR&2k@1q1~5?NTjQ1+KE
zMrcz9A5_ZAsJHhKI47h0UD?7Mu;VT*NsLkNE@KLF6Zcq361kQ~O4p`-M<+l6==6G*
ztlm$}R~rgj8vi<fl<A~SSwUwc&e`vmW4KrhrvVPu+-4!v?r1#4o~FvYF%m?pA2;vN
zLs_n4cAQXgR|HiQ&@3@Nz38a>EIo}ZGG%v$dY#`mU2X}B>&OT`KqD%=DtwT-p@WZh
zX7ThO=S)DIa^V7t&myZXH=v2fa8n93CPkb)-WWnxtU2S}={{vSBI8z`xuu2^BXrhJ
zyraL`Y7p+SJmOgtka<OQsT!Y_D*C-!c%c`GFwUoRk%<!2VBtlElDw!A%MyOmmh53U
zR_V2~d&A6BqJOH$Adl1o)`1JQL3+B_V7_SPjaL6Rv5RJSOeEW}g)4=02b_}AfPR^b
zD7wiYUr(Nb3<0S0fTf&OVObwScGq>3cFWn+OG)^iFg&C2NQ!um#tMdfv$h}f!05W9
z1gPeRToH2Bz&CmTJvljf${<$O%<t8Vus5Vur3%I(-jCVs<{cemwhYqkC7HinQ+87C
z3s7Ly?C8t%^1LA)%OcdPCnZSd#9#91N3r+s(V?ohX*Wg(YY>NZvqmDt7*+=&U1OhB
zU=rRkCxAGUWDJ9ogQmN!zW5~RlF`qQA9NV<?Xog<28g|c*%nyrxwGjg4)Ihy3;oTl
zunC%$Ml{tvACE03LQO0U%I$#nUT`qYJ`9u&O4y@O83mp7CfQxg%kDZZso_a&-26yn
z9PN*YN|makc~mB*u@-6kf&o@K!t*aJghia#SB-aN0_a1I1nyUOrj~xk22)j9yi_~c
zE5i#j(0g49UyfP1I)CD6%Dk@}aNpzK=dW^iJgXaB!cUtDz>)r>b2MmLi=GhMTROT{
zr>=qxJGO4DmOWYU5N3oR!?{yrQvJe1cT8l9b?D5X{TY?oxW-9^W7!gMWE1D3O?Fub
z5*7gs9p{H?BgN{<*Z|jxewnZO?#ASNZ<I0CQ93XEcd1Dxo@Q8Bxh(W<B|*K9Vh_~@
zBmh!C1<uI#Sg}3J{fx~QDiZJ88J<OSbo98f!|+Kno*a4W+ps7vEbj(Z4N=kjE-&!*
zMlbhGUFRH21`QhSTmG<^R^VT^L{=U}V#ih06=!trI6{Vo4nsd5aCMcChJ)W?RqBEZ
z=ljlkJ3Ph1Y9!8p?ErlI1}U*i?;+${VS_IKuCOfOJ;OiWkdwcP`u}qleBS5R=ZMgM
z4oRW!KgC4<Ir4KpP5<}v-}0Dde=h=lIi^Oa|M%yiw;0f1ssA~i!u}6kJ`jbFTTkmk
z{J%=Pu#i}hMEt>bpBo5^%IdH;JhqPXSDLsgOk|=D{|fehU9SJjxBb7l{D?7feYsXk
zJlBTXt^=p=zsk<v4AQEEtOB3ke7$fz7n(|C*>&LfA5EvLl^mH|DV+SL5M9dh2dxYl
zHv_>20Y-Z2WqkR!O2qZDkoOYYQdJ&ZUXcHm%HKqG`?<eVW0(~{Zw)So98JW>IX&Tj
z@RjvE5SP7pOx21}c>;1XlW9U%E`4G=D8~i<%IW+NjcwbID)v5rz}8ZTE+>@ggarsq
z!rI&sTmSHBTz|WNBSH4jpJ_8HVmEghZ(uJedu;yQKTY<SPB8s>tj2H%m(vQjs{I<_
z9hkdnbg|ZQzKKe}d3Ft@SsnkT@@}`@{=SSVrhkmH`ees_G36TvIm~A3htf9aaNb+C
zEkodG9ZQ9*;h?m@!FnbDon~~T@Bpy5b$4!h{E2IMjJB))trLl_@`Zyw%ce_a2<KnZ
zX@fxgt5~rJ?C*+-ebxGX4->XNB34%Po6j4-m9DCi68(*K_Y_my@1Z5egXxV`DoHUC
z=zM%RR;KjZCT!m~<?_trPkT*J_vNY4EfI(K>C@q3FcsFFTvk6TGKj^<kkXFJJfw~o
z*&ewM%iHPlEKjQa>Kzx2lBNQ!*PT8#Va5`Y{NSMvcT<H>M)nuv-Oly0W~lUKAfxz|
z`HP`P@X5RvJ4J5rR?@|)s_;2oXKe~x4_g!Av%eSZsi&1dk4bfOwIP{b7ftAd$!W)r
z)7msbf@mK4%%gsGgr?^y;;VJ9_}x4>Ks=t}qZ{T7Fh35HK(6^zwcL|FeW|EyvQe*(
z@RvbdiN(Fb8xz~G&Zfs(dWTYHtjtTO-T1<%9TJ+KrRR3C4VVIgX-E1dy%PNi_X=3n
z5drgJ<BzLmy_&wZX;t(0c0T`FWh+7KXX({U`k`ndLvZfyT%8WQuwZU(?j6H2V+1zC
z`^t76O$#nS_gez(N%Z_>@6lImdPZuvxi|JS9^bD<^Od_$7OHWVhgPh*$FW2^C1l**
z$j>qE%TJk6*UM>`&d4fIWy7AN2`6D?#aE9@t=(To&Sbt4yz9z1lR&tf@(O$%y05dZ
z{P85>&F-X1Qy^QCFCR(ftiqpE)p7-_@vxKU5z9CU!y^bOIju!TOjWd?ux*R+YYMnM
z`0^XO)f0|;Ny?Xs2oTR6PnbZ1G+{WQ$Ra>e-5EMQL>ET4Cg0tZ!=czgFR8l{?_O8r
zS1+-)bR+chV#y|Xvn6VL2*I2HYOkUxR;M$kbrBS1j>-eyslCBlPbaw_{FQ!IvCWut
zzB68Y1%}Uk^#qQvlr*m;w*Jv3;K5!fOVlSYqP7F#WDO5WM~(uxPWnw+e~`_sFu7(E
zM-LdzU79_aZ>LK_t?-Yk^XDm1>z%S5T)@2riGVXQJslsLL8E^(iEgz{Yb6-H=QFIP
z7bXwi<jjZ3Oj*;El_JwPmW=?KIl1dZ?f_VRH;Cu*4`32~L_Zv9um35)%8lRj5SArI
zmddb|C}HHwcpp#xD%bAD8qY2InwE^cAp+0TM+0~k{hTzhlhBFgCMb9tx}m6uOw$iF
zX);TN`Mcq4z?F#7d1E!=Y*`sNwZf^vtD+C1ywEOQm@VU}6DH&OCcg@?wz68oYfU}i
zB2#5j19bR3JD@}ihac`>y{eaH7)T+7`9of(wZ<Anu8inqdTbDOmUVs<Ste5VM~0E!
zfu+u1_$a73XyeMsLiVkrHFSkWeNVPQpLN-8JV$oT#nlr#>J^}9w{Fve`MxlWrrA!h
z6B$nB`&%XSVq`NTY*~SqH3$5SgFOnDuo=>EL`p)E9@&wrV*SRKrvRiKdOiFMxdkUX
z+v4{!sWMwP9+yu&oRl%6+Ln?e^QY$j_ziS(*AYmDzF_3jTW?Jm>D5!BL!;wnn?>W4
z<RqsifBkxIBGdV~I_Wl891UHrM>{4Nlip@EgQ0==#+B7)v;;JQIP@*sOJ@%rHNb%D
z&)EFxg?FJm+3hFqI$=n9zz=knvqLsjnS_j;h6W|Z)`(*C@1jvsd2_pkPTE6Z`W5*p
zuy9cCq3|IIH`|hGy>RY{dCk(}C6;%%OLZm5Jw)jfau^F5Tb{$;?i?j`kXlynZwANl
zYZb3ct^q$Ub69Ckc&V*L5yWhb(OSq7;O{@}0LBK+t$DgOMDE-c3k^7$vP00*lsKPD
z0LLHTr26l??W(GJy9zQ#^+)nuqUzW^uO4NV$Qev^3HCo4s*opppx(*O?|HYKXJ(|e
z{|?*)P={tk>UIfRIHH58iJ@;UwC<WOsg=Et9(xXL<I25^t*vQV9O-2vL^yIQ!Pz*f
zLL~BTUmt&<dRx)XH&B459M_au*Pq8C@z_#X3}NgVcfJit+2b&3NrGMT=jUlMKY%yD
zGmBNLlHX@ECsmjXul&&vnS;+#?WVe7@h8%R&Iv*H2mSNgTAJQ)XDe*ws0xVKg{r8S
z6=pFtmdB2BW&bCuiC_g<jATW{R|pa-+s75{Y=2v8^C`;0DKfY22y+ESOIpj~G6sr{
zmQXzTL>GeadP7GnnJn4SPl(Y2#_ee8qUkqyqmW_TtyH5A0&e9c^bDJ$Zz3F+vUj!J
zNwUUh^yqO*B<rD7eLQgNHk77TQ|HoN!#|GC6%ZC%Y9^d!7^tcHgPqmTY`sIUpDjyP
z4#;rP!v^;B%&mtUZR}na8D%DXEMk_WbZg>>vUwY^`xReBS>0Eec0PWkV@hJ0(08!H
zG^tCwTpAfyS6@G@Zj9LNc~u}w3VHS(N>TNu{K1r*^UAl8DRrAFL(BACxqij@5!3n@
zv>ENy0L5jBVI58BshI-Zb{$6Yn@nVmQ0}%VVMOQ99R7ij(a2#53ZZk{Zd^nnjR#=3
z@$w>lwo7*qGKS&+jImhlT5<9^r|v3ki)6q=M}PFdi{;Vah0$CIMrnZ7TnV86?8)(q
zPH6Z&TKA#tgdF_Sl?`3NLsvT#AO8!KOVan|4H4#}A{S>tu@I^_{*mA2OyHi%O%O5S
zT~bQ<^Y=Hg?H8@JJH7OyUc67HVwNgj?P4-USF)-4?i3nZ<C{xHmME;3RywI#>>i{)
zoji#@@VhNc==VapGl;m#aFR1nnO*ptrC!-X`2q@SA>e8f_@{mpw1#hq!d_|T$+aO!
zWhH*?aS;ki4UJ?sv<N0e6Po>D{QCZS!`hwgVpI9+#ft)ehk#79EG18UXuGqE)~shb
z1{KWWEpB6l*2?dYpCQ+eBl#T~(#*Y5Cy5#eIds2PP@%x1W~ywDi4auTr)IzzRP%y9
zLtj#Ws$mI$?n~^+VM6Ma1)Ay%?1Pt}3#d2DR_eoX)tzIZL>(-!_Whb}!^y_R*YM;-
z#Z?#N=qUqP`vuC<aO`{!ZHNJYb|F1s%U7rpE$wK^Nzq43f$?=?huRZ0OK71@A5KBb
zyz82e4oo|~ahW-&Z`V8k5P#uo*~GI@%r=gE43r)?Wu8*z4(?RCe2^;6W`mJ<?boAp
z=kq`Q3>O5p?K3*&#n#!$sygobtWfH$lQXQL!W5HtVKq^6F9rQwLLp1&GcrD%2+x~5
zp-3L)o}w%<QA4$i;OPJ-75)9r)4qcOdE43Gj*<H#;?ibTACU^%_AcA9i8C4wd=Rg?
zMyBvq5k@FJhV;(te5wcSQC(Hyjx`H+p%cmu+J~4MK%hVux?o7EyQSJ&mIdo>FN<d0
z$V*+Ivh?p`2Pi94Cew*=4{UCYV0lWD`S@n$kRXQT{H}%lFjoU&$_T4w#a}ETV)l#j
zkolNhezQ=8LHwgCAHQXB_!n2(87NAVlH~&R70FndO$H649k=n<rAe|q0+kaqo|z3;
zp(pSX85|9I#7CJnNh$JE_gGBEDX6M{F35e!EZEOXG3hRoVo?5Bh^_DKfz<+!<MzJb
z$EIu#f)EXK*|21_K5JUF>^M2Vo-boDc{kTmxg@!~WP|pbaO}w<YZ~EdE&WQI)NwZH
z*{JDtC?4j#=O-sImdAl)d8g;nqxtW4s_1FJ{zj$r@GKb@O*=<x)&qN~e4bzMO%pxq
zGC5dfPvsvLR$V6M_XZ{6Uc7ux8@Kyg5sEF|1Ik83*A+iIi{Lqm_s4fYFR6T9p@2S5
z5C*yldQ7VhFuhBs8zIJ#J%Axmj-W={r|m_A0wy))^j)$fq}^D^E00djCzEF1Eq{!%
z)V^<W{IoLPT3&Uc2Zntpqu}q8pQnR{!i%lf|C~EKqx1Pn0!RH6HhOQ}PDhRLcJ5^{
zHDd}qvomlkT?OuWbA(-bB3%8xX;_o8UF`P%LZz87?86cTPcfca@yBqk&+bFk_k_^o
z6X#``8M60sR9se?TopN`YPJ~`wZ9&oxDwqxy53pfUx7=648*f<%6jX9K=`9HPu}D$
zU6WMyjx-m1lEtq7aRG=w{2aH&dXd34C^U`3Kg@l4CI0pEjTS*c<H@8ET)wLv`0m-=
zV#zy^+V=&AYJ9cNTe?Gum_sAQt0$z3ulFo7*%-*k)0-iok(~9?HzcF>z;csvX8h$I
zy^+{b@4g-K#cEgocP-EknBbYFxglxTl!s@<@Pr7gxV-L_2eNKo39M!K25|v76zUB~
z5)S5Bx0fMb&g4z`oNG6x;#2Nf%r}Us1WvbqOhCxJ&xEgb*d{iq;_e?W0y00JCv@YS
zc^xvFgK9(I<u8oyL5F>g*Dq58u)dF(B#eAZ#DAjwI0yrz>O6@Ue4&RP)JT$-Em(0A
z6O$r<D_}!ldIJ4%h1YJYyFf@%IT{_~g!L=Fr*45k<pguo1oNncxA<1QK5m0FvV_sE
zxcy4D_x`+jJ87bQoW?CRo6M1)jg$3BE?AQRNVtQ?ym?m1>(z4F#&dYV`k9r?tih{M
z<sh4Nd%dza3{y73h$j5bSqMYW>9P2@UCMWda%o5}f~d$Dm%avrkZnF|TxY-@ZdhE{
z;BSpSxWrZ@MYCUVH<LaTXv|1`mv{su4FvaTV^KtceQ;-5#?9i(QIW3igSS`B@?$J`
zbhJsQYe^zT?A~fC0q1f6W{1Iaq}4?Jyq#~|aD*#nM*V7<O>9Vp64B^5aTbYLHr4<>
zykKvo;P3WNgohO0Oq%KK#W&>onA^*cOhq%}l#kgWX9W#U$wTysG7QhS*Y~w>A@Yn0
z=OwkYX0Htmf5dStm~dmO;5tL}U7oAi{1NBYLAPnsP}ds%g=Hu-!U@+MwC?djDc8rz
zIke=l!fcVugS7fUZ@8Q5r_a8CTSi<<a4*4y57Ebb60RL=ZPog{kxLJEs1e^?(Mo)+
zmnc|&4p$nZJlN2F6+k~0TE`t(;5pS*)w!sMyn2L`N3Mq({N1!X-GpNYdoi<aiojGo
zD)rE%9#C|VBG<=j-12>Kwqfltv_ls%dq23(i1kCxirJYh5^g7GlI4R4MpXOCLZfU0
zzP-FMu5%GGMK#5gotj3~O{1mhih^MommU;~GA<8Bh4?s|rY2+75BuP|TviIb+gDd(
zC1X66<hrp&Mn`;3#nXn_z*a0dih~ja3O%UE@D>)+D&;=r$Sikpt>W2F=3S!i2j5&B
zBKzUm;=bcCM~aLgOPCpq0Y;f4E2jE!8;{4L(*5+I_$kGo%*wW(oPnoh2{9mx@nL?m
zmmyODdOokY)TFz(t16J=C|owLaXT<0CbH{!(QpvGk2!$Dd9c1baInjF%?ejHla*HG
zbwE<<KFofcIdThtiXWCng2(jwn0R$u!WKMZH=fGTv>?fFM<5Yk8YvHSi<%pciBt}0
zBfgBh+9*YhYQrYvq<vel!p(t>^!0rd*{uYB?^}U_-=jD&nB8<w5Qf-32=da$6|bIo
zScE3QuN%dWGAu&corN5Vq&@%*47-Es^}ViIY7B&<u2AWOSnk=gSt6N`c9)U^2ZiXl
zjjXQ0p9iT7=Oak)*+vBc3+HV<YP07JK%tlM=F<?4!DkYmg;QSe2<u>uq$Vz%q2Cwm
zoL*NTYh`6sq%TT-jfHlLfy82X;(YxJo2cyTowENZW=hW>gP2hy7*0YytQX}zJHDC)
zcG7w{>r^HFCZjPDzz?B>vQl(V@1!sA-XOVAqb^ZAWAHx8Gf>V^?tLnEg4P>kVS*j9
z!zkRA%XAGq{Jf}fxt;}lJj&Zq)eXpyra{h+t?TxmfJ$ygx+bps-r4GT{Lr~lYiLb#
zH(NWLZsw1M2;OtX_%W|0HPBlLwol~vWTJn<6JpT}L-b=j$D;5n6<33|GA!Rzr$%9`
z9eWGSCU#ITIPQxge|%=anLEsOYES0lS>(`jV1DMIzW;`i3`GqeN30RPq;B8&0zrVo
zQ~kq_X7Yz&B*~P2<3g%Ef4Z1KKK!g5Y|BmNT-SMF>lnxM;->Pv2iKkA6r;2kds2`N
z$i$LH=akwx84`nvFsAjglA%Dc@@rj&lcuyYpQ9RP0;nLpnbMd(YtFmqfDBBJy&}9c
z#82wIwr*1w?6ADpdwjNAh3C(+-5IeL!R0lA!zk2fewD-kJn9_{!@Zp^Yr5<8>ouFe
zVO+5L12COUHMpXYcHj7d(KwC1jZFp0j?1*h73YG<b{K=r(<Uc^EFSzeN|De*6M@^j
z7}55Ntn93j^?V_$PQ!XOZ8sjj<T48{5V_S)O=pjp59AOj4d8;JBDZq7_);g7t(RE?
zn?2i;R=>dZa8SE@jvX#hulIJu1(M!+{HD^D=(`Y~<oHr+NHwOt*^2UWHkKUh`CIB4
zr5TbMKTB&q9+Vl%VWYR`<zmZB=mZFp-o9{}SAA}%?290~`bZ3EAmgTLlF-tLV2fr}
zPOayYnQg*oQF5gGML|u!Xpsn6aO(`0UpEky9HY8n6Ir%jAW@hQt-P=f1*`0Ok{JF*
zM(FKNv>7IV>UwI}M!Ilu8uG5l^F$dZ_t0ICT;Y?)n8ZdznvC0IAmyakp!~HY$p-Mk
z`%Wi-Vu$x`M3D9aXMJKb;Ff#MQZry~@wq1Qm|5LT5~<RiWm-#0DrUaN?|`;F#H%?c
zbnrzqWEW|wdv#5Lh`zbmZ|*AXA%t?vgEpo;#OiQ!@f&p|O_~un$kYUwtfm@W4+a2$
z-oVFSckalydXlSLROL}gdy`Cs4lyx$l4xDjpKbH-WaHx0ynMW-k4H~V0iz3B)DCV&
zfP@y;`i`LZbG~9%@$XA3u)2Mp!b|IhEz91pck+*>#T6zgbUrlcQIzRueeQv*8HZo8
z=a270oVsThzxTo=yyBQ`u8W3`am{>i{^ZI9!S!X`gh|>3ipK$;dwF~$wiAE(v98#%
z%3pr!w$`F3PaD#@2j9;UhUFH?4hG+QBC|HV*?D+*;5%1H_oNAa>&1}_n{y7nm2Oi^
z8{gZ8P5rbT%vpz*(t={_pOh=if}d%9y?F+ysxUaUUCnaUpHW(}vhn!+_s!Q2GZl`0
zPV=hJw16`6@g=koMB4_Xr&9OjWmX(f)F<%#F^;1b0a@pTi1l6jeA1kY=Ly79v6}I5
z*;h5)q{=6Le{Vj(&5XoARi_$-b?S*g*3%x(H&paECvVJ)4hAZ63WkS{4HO7yp@xjI
zD^B2dBKrPt=Tt1!nx<I*Q?)A%%2P3l%Z4|{cINTN=91KxyQHO}1|=pw*BseH9H`S1
zgDP-dxRzwN$Y+JN)WV{8xg{>L=0HakbzyP0Nu%`#;OVKYcA5TxzytolX@f7RY^;W%
z)Bt$jh~U~*qG49(<-GqRC5|f8)i$=dXyIE;UGyv90GyDB;;GU)i(Ci{g(H&bcMYy{
z7DECw`HCe7zCWRjiG40YGZA`}-Oyl9Zz6`Hw7L`{J|X|1F4BD8Z;sCkWpxtGDPjhP
zuC3Z>!p!vprT0pH^JF>&cLP)sb>-de`3$D?c_7s~m5YA_yX%w%W5oK;($!*r)XyA|
zFhtVyEj>y0m{Euw_R5Co<MY0SK_O3@K)J{!R`H8<QYYNbrmEQX3hjIU#vwioDn;pg
zs0nY?+mm5-8faBR8uv0yD#bh7G3xV9=tLkU^vS>8y41;;(S+^bCyuQ*aA>J>N&?nf
z>E&e9=zUdFK|s2>0s`aL5#N#mLRWA^&@!NtSr^|X8@aBkxntT|ZS~14D{(>oeAFpE
zo4#jO)tTAAZX(ifHKHXE0RLW?pWu2#M_slWJX6Q{y-35D+4BK`YstP*g^5o!=iKnj
zZNpJ<9_^!BbNr6;s>gWo$pN_Cev))`ooh19pGMd%!tg46LHzb;0ik>+9B`Mk*Rez8
zke<-Y2+`E}R=M*wBevJ}1G7O+=WKbau(b%|z*Vt*BizwrZTZ9{j&rAwucnfzpf*Ly
z&GWD?i!Imq{TgX1J!g4gBdx7ZDOXELN4NLJeODjc>T>sJRuK<8JMr~ZoiFgaD~ue>
zq#eRm#9xxq-8lrlJdhvrNC6MuP@guc+>81%h28bAy^4x=PkujhZ)=5hul?e;M%&WE
z^CzZvfvu>~wR=q!35WMP6)!WRMt}U~IHM&Px#~QT`N+65Ou+Vvxq%b4Y_(r`>tH2s
zn{T8t)d%@h`WfryNTHT|ERALGYdIZ>d}QE5HR&5EI1sgTK}xF23j>)uZ(?=u)^e-A
zd0;Or#%n|a`)I*fHkqlFd<CDxK&ehy&|S@XOQcI2>wt)h41HP#AJfT=m(v`$t5tR}
z4fWO4RLGK_bbjH_MM+L(8hEpzty!@9rCp$Qm{L<3!o&V#5kW&1Q%lLx45CT4vt%DR
zwchK<miScyZbP)2Is63~U_2KkLLEnXzG{2FFBgoW?tIT=Tb194@F+W9Avbm9s-`ZV
zM2_J>=jY0TOh8Qa2WNSRjp3Ut;0}3}|2G^addD4gc8Jwfcq5zYc;*3=w*^VP(5Rpp
z9c-D%US29>U@^`ocg`A5)#uVPPQjF4KRCk+#W9EorZQ#q5YMwYcC~c_RuB4lO2-0b
z<TCq4X*7HV>z14ZsgLOvwo0cA112KfWmqp(b&Vdi_}G=dKd4dtSoIi5c-&#racfO(
z^L4tnys(vLV}HVaJBKw9^y&*V+#tU2Y(N*+m6+qu%W-0>vo$k#>+M);df|4CTV%00
z!o!!-)vN1@%+2M0d|*EF6&&}Lzu4Z`r-o}Y<p!~K9?tPUcl3?4-5`lc16lPqbbOTT
z(^qZSSe)Kv{6W2OY-06sA)oD|L$%ORi1~+y<7gjgbZwPy4BbuC@HBH~L~|YP{xEu%
zs?SApPS@@#PL&SSMMaJLz!>K>N5SU^uL=&>D*!F|oxejS01V@wIB-e+Nws&<vO9s_
zbh_|^Hv#A@f;)ZLXE4tF3z<EIfl=4a!as1UDuwctKhU=_*9I(%Dk~Ti?JWEcF+KLh
z=l$bv{v7|m;;8={K=J<+Obdx`md0gEj4Jq`_dNCIHAm<_7+Fg;amJzZzZCD-I@({z
z4cto=Xr_N_NfioY@??0Z9WYT(5X<}A`89q02h<R){6dz}2BFFx5tz9nDZ`S|M)r@|
z$Q?MoiA(DSB<;1b(yV*lQvwRD;tl%1sUP$l1xaVcvC}`uoVPqaII9rU_VtR(^OG-c
zn3^W{f&Pq)+um7gPs2#+5M|s!DAgKg$f6G?-c8d@iM5TuFqo!MkwC-G|FZ+@9~tAA
z%)8$+fNzHs3}RV=-n0^Sbkg3>5jVyus)tm$AW!xoN@^?3cg|_rl680qIad{Jy_&N+
zz9kNqY7fEBRg!N{EgN+zc)F+(3*}{3{G6-{S7+1uc)^g@?reX)YJ>7Ie+yr*dmZDy
z>WsUCQC`7NK3=hi_7@Yv7?U_$_$^Y`>;x>P<`SJuIKO`o4f97I6?l^I2E!OL^~F0^
z&aVQ*KaC0F-OCf^Xk298^=apSr2ly-WHEwg+1pW)92And1k)M#ullYj&5ov1^ui<i
zcW!o1&C^CgJoQ;I1_wUyF(%i~>jZRMj08KHyocpXRP^qS@>G3aX^v3$FZ`}$4Z}Xo
zYP-?yh=SMZ0A^?5lvfSeHt3x<_RBwFuzmU%$l+U_YhsFQN!-|ARCU|SIWHDa6#2_|
zUn$0QJF?yB{9mF$oU{lY1J1|K`(@Bd^RVy>s`0?^jA3)RomS*-gsq#VgBGY)x27b8
z7hRoz3GKyGQr5J&FxXF8>ax8~$OQkQ{4Mx2)9?La$PY<jka?et<!AtcbJYFfy=F{^
zRO0$X3BjIoh>83eOMP!v`3FptZ?8Q4(V-^SH_A((NnxYuh^9qOHM_~op!s}#k$;t=
zS_YAU1PsU8(Q6sfb7zVe^Qv3`><q8gbnUMiOSe@Vs(qJ`4at$U|ARBYSn{?f&)!dn
z7!&#yKiA0Qs?aBVV7L0~Dnv#1XbU2f=|rnL!vj)irMy0=_XYoF*$QA%7c<PxXB^&<
zbJaY;TlbZ0=@)^4R1%HJ^c3x-B-4+OTU$MWk%T<g4qPICOYPAagH4g#!T3K;Mn1^=
zDE8lG`CpkDkVT!LMyI6XzM6hTLs;#Y8-^E37T(i8g;V=}g}$yD)vBuQ0;(H94Ijq?
zd(-MlVhmx%q)<*<j6Ch+$)p;EQw<Nl>41#+sQ>Ea*YzYht6%%6wEZ(#b4Ac^ZS}p#
zbK?OxSiGs0Q1cEE=nQ@(+fM~saiX+9rEf_&p~qvKg`Jr)s+=~N^h~<Z(#G?Don$`A
z9~KE@zsT_l?YN?X{X+8h+Sc$)$}oW{eEdL59hm57*J4vv$z}i}tFBLQue#<4{wrnr
zZzZuxOBAsXa3GfwYyX^rvii?`zx(4$A&pgOC|4)ANxb7Ck2(Kv+|PKEi<rn<ew*^t
zaGw9P$N;UK0t;J`e<kAWscK3x_yo3xB{R}Jl=v`Y<Uf4s?Hd;zkTaQ#NOFUK+sP&x
zAiaS?xOd(ty$(B?tRitq01ZR^3Q1$h=nIpRp>ox>ZrYaqtCZ{cKU5i{(9(IzIq_!6
zG>g8gZwU8K4qrDrs;dJ>40<u&_vmerYi<v`y0NBZbl131l$orw(xWOQ?UG*AD7?5%
z9{ezt9(j;M13F55oTwrXg&&fkZag4r=5k6kE^I*n+6tr&w%J9&q|=VHQ>U#lP-Whv
z)Otx_qcq0lu%_`?cHk_#{B<2I_<t0eqEj9J+nLyER?#l#{jQ=^)YbRSg^3?~g-Tsb
zkW8Fsd2KL~lOZvsI3}_877UH*WuH803!nL!+7O1dRHR>eqm(cY<F3qLcm}Y_(=78m
zj0Gvd*vnoo9$vmh;PY8f=e*6Dr)<Bxqdx4C!q;ORw#orxdS9x*TX&vv4^yn;IGs_I
zw(rG%n|iNI8cZr`*$V(9E9lq`-NoinHlu$CJk51`pAr7)v}8rz5e=lzw6VZ6m2I)c
zR2bJ<jz9b0^qX2olz@|o)cQM?VE1!&29bcMTPY|n(qhNnN9coY2afHZM@(vvXnBvd
zRT+#7ibCP?AN1L~*|=?Gv-K*de>dI6*1gA|=ZoJ8Lz3G{yvvuYa$X}eyCO#x{XbDP
zc;w;ztF6?W>xO-|a}>hHx*m)%*Q|b6IvVXwk=(;Rv5%{Hq4+b`SVS1|zh77bFdRR5
z3WPLAqz$%hM3_I((uOP6oHH0r?iOgXN(Z>zFMO#EUwioU%ZjK|;p-&_>?Owo1V$KJ
z)>1~<r_C*B{${TEFRRsLenDC)6Y~8a4c3`PGpaSNkhLTmi?04T*1z`T;QVc#3>@>H
zjD1?(gY+eny6?4#kS!Z4$;uD|6ICd(_Fh@@1b!N@s#g#6gLfakn)jE1cTarf&Ei&M
zEo%gj9?#1h$V3|MuAxZSz<eRvOFD?1?#nGVWT<#{*d|n#oPpumC=p&;CG+`yT21zj
zp8J|^31o(~Pq3zBvmtZ*^6?snXPAb8!d77s-tFH;{PL#}^EFBl2f*t__%qS7QlK~K
zNS)Q;Dd*Mq2AtLOY7>~}ms{FzQaEUXaWVX$hvJouz+>R!&0(ysD>ToptY6shwu>2x
z0sd~cy(h`D1(BfAg9Xn(S#G%7bzu&29n`6STZYV%ICVTLQ(U5Zx4*(~szQZJFZAPt
zT3#sQf1F?0$Gr=Zc^8jd19e?_9PkwH*Z;(M4@9)rA!M2Y^JTEy?ZY4!%cn)J!&7Rl
z4XE6Ymp{G$9SE^Qb58o-6d-;`k4iDQ%w)SN01EXu^7;4s7w})CGLOj*lD=Fgzq5BY
z4MB$BO9rF#UkTjjHAl?b3ZlP~+60Bg7m~i2U>^J(ydJ}U6M`M_u~N#nTB4nzJ2WGR
zKWkZxez|DVB;lwWKaRBt1agdNsaZ}<E*hjKj$Ny>xTzM!yXkU5S7CpDn3bWT{+Q6V
zB5SP}az4~%7Y+ZxD&XO`QtnmSiyl$J49k5se%Plb^p`5)h^!QqFW<*WC!IAywttL7
z`5QR0VN5HX-&YFh-_69H9mD6$oFz&{Nl|>d_$;B(eQ$?eMjX}C#+blEC*TKt$V6AH
zmK=TlnWjbFs8&ymQbzl$n6dPNbX%;bLeY>P4e??<qkjG>+mf347nRJMYsxeu!8qBg
zoQixfDRj5a{;#VYR$crF&U6|&c?pYzh;|ac3<;Wm|H>hy4NtX(^kRADBVfcpLOEr`
z>mReRl*R*-3vqVs;D4NY_fI*|4F46L{G46UFLd|^_g0~uGiB0ggnbB=;(hfAY}lVl
zhSf*Gw89p&5Ly~7h2cgt>M>p2Xu6%XjDI9p4Ee)}WbE%Rm}6(`SgZIujf|s9{B!o7
z<NqV)ux0K&wcCa6z2Z&>f5;|yU*Ez`mjK0-!^?kUC)cI>J0A@;DfRVCT=W6qdA^!9
zFR&(tVb~r>Y_>&DkFB%6LlWGW>AoN+mmwm0pLsBW1-s-hB$@03SQ%UA{_A_t(akyZ
z{F9${iyrUzkY5f-<k9d1gSzm%iDK3;gpD3z{Vl#QA-UK-q#nK<YWO6wh7V9w<{tmd
zNm(S+zncC||2DaAqZ`pNKjeP1P`&VZ42?>z4jsIP{om>KaFWsI_Y8MK@(Jm{??pMM
zAh!U}GLQ#4#&`D`M)Q46?FG;@HPe9(D1rK()ah3C<x@?ZJAg|8L_`NG4Xn9sPGfnS
zD(>6|?^|oJuXO%Bxzjn|WY-jq#2!+}gE>A7J@8#%hvvyAx1zAXiNKa!TN!p|?zNI&
zc^aQr+zb@Xz9^H69O8kqR5ZB`5DO5*7*ww*e?<bq$Tu$zD*>*LVz_4S9fGP-xMB!0
zpT>kui17!Rh>;D)o+zvyGt82GY~eBm#RfEW!a<mOZZ{l}?E;zQu(k%{)0J5Q6C|8&
zj{^WmLaWZ;xI9~<4OAPdi(m-e#s8Yf9+FjJtZLKz-PYvHV$Io=Z8i95cX)KVQm4gO
z)&;Y?>cwDRA)L&)*=&kwYZ8pH{B(0AU!{MYm*>v5{<Rp0E5v9`e*K*1#>SLRZG&80
zf6IOM?m6b#5GZxw#hlKC6J?;%kJqkSf3bIah>7!><UPZwGxm(#)$GcQRdA=|wbHsq
zu%+kpv5En|Z)}rDbO2<n$CdkX)G}i<gk&(DA6M?lo_Wcrz4UycuOn!1&;oKK$Z)Xk
zU*P&y&9hWdR^&otY=5VxP}eCo5CdNFg+s0O;!D8c`)~6~3gN{@CWBsf;ooJuPcLM5
zT*INim~RgKF{FAXK&ip<c}k~!(WKo;dXJW8G#k2m#*dLEBp5vaiO{~@Epze)OOT~M
zNMN})HHY&W79<<_mP3`^i6yLYTFXbZHcSNY`R!2L^|0*3nn(iPkLQx?^NTDu7m3lB
zU|`t0Mgqy_#;|XC<3x-4o?P8S)Y~YIo7MzrxC2a`e2K%S5MR=`J(#hOiy#yav8wR;
z8;UY`Hm1i*Y}1;3le5C8Ve=p)|81&QL$H~~ZHp8O`LxbjHfi0rsB36@A}?n1Oq8%4
zw)qQpbfp!pJIhQ|o;FkL2(p<yogw8WlL^TE@*MR|r}FhXGv$LxhCv4|<4kj;IzY6D
zFX}i33pJzGn1jsm{S|XKL}XA;*X<D_67WAQKd@M;^bN1t=q&(4oX2AS?TK*_Y^46l
zfBN2?FMm%&*VXlSAm`hP{_r#f2(3rx6}(C^A!lQ@bHdN4?%kS!fs7<Y8<0RInupJ;
z*yl$0z#Dgv$;artwuiJ=1Qx>w$dJg7yTCwT<hsPc&f(KTbJTdYGL81d7T)xjjf<^N
znsk5e8E4g>X-UB)XmO(H+vPa2D2o5O@v|G_wD&~eZV{fx^Tf*oUsLx8Db^{<&8{<9
zBELn)mr}YB)rrF#U!Rr?(!c6s{Rv|fo!ofx#dihBQ{ql?bsHY@INLcDhD6dU6xn4@
znm)~UgFOB+$)VJ~U$7&|mdV2Hv&Aj6=@8Ch*yk~RkL#$4tKTM+>jpHJgOHW*dhzOr
zd1A90+6;1-4H4vYNACXV<BH*_d1%&hugS%HwFmEWwK~P)ga2^rxS{2n$nfUKb+dwI
z_EMi#Xp_ce%1vzMUGs=|g8HyjUzMhayMAx~^2+O@=9G9M?@vY+lmTmhg2*oM{~B?1
zt_avA1>%5w?=J)^OIbHTpfcN~a)FbyDAyWF)Srs*3v+`BR4OQ|w&|&lj+W_?oB;_m
zW|VW7zc>(7s9cnW387=)ag%b!hyLRNq&=KRE0FZ2hUNJ<9wz3x)LkW>pUc)9rtCdY
z68ZSP3l9x%K(7GaTy3$`Ew(N+2wDo$xw&dDdJHH&59Zp+GdE8Ga9>Ee_|Bt5aI7)M
z%qxE`PTTOWAD~I6cu%ewPFDu@oI?h<7yA;Jkykg<)+0Jf5SqN5Vj=lH`Zk}qVh1B3
zlOOp)<Z8P)OfMQSzDBnDfqqo1+8(L-h9%$2NEe&TtW>2{A4~XD*XIH%v{Ow4e539K
zLE_KtRn0&%92FV!O+8(LV5HOWY*iGNZSy0vwPb&NY%67<YwJ9nH-RU7h0YshP>Z*h
z=4;o{bOjL&P=mwy-*B^EzVb-mIAJzEXaSy2bkE?1=+XAemoFN(gz5igoVqx1j8Fax
z8HcO<1O6lZqYHiiALRZWY8+!0Ep&9>r3OnJK<6`~va&Lclh$gZb<1gGTWDmYRqiNw
zxMj4pUTuVK-trv^4;@Zp{{^0t5C~Bk`LF2WZ+ZjQv5Ub{?U^p!5Pm1}WbVjsKm>O=
z-`}C&$)wd>2t6Ji9*)x*nA4|m*fs6li6)VwgtD&LzmNi>_)G=t;CGeq#TLV~yDaFz
z>7oKJj##f*FZX(?qNiPv5lc#%<{M-_T~<c|=sy&JY#ZxXfh15-KB+xqTiRICpu>uG
zwR`fw)km;<9$nKO?nQ>_BO#KLf4yfUcNm!kix7vcQp20%4oIue4h|h=@=NI*kt@VZ
zL-JuwSsR!=@-(BoGBmAQ*NssJY^pz<kuUh_JkQ{>q_RvxXaR}{4~s6(X^l2szT7J}
z=^%sCcwPwLDTqeuOl3fUIpXsA9MkZo)j`X1-jThtL;wY$jCunO#!n+&0bX(RoSl4N
zmutSEC{o>~+Eg!mgSF=x%a2}2XYW)j%)<WZ(@nnLSG=%_Dsy*a<k!-5rj&>gvcaZ%
ztiY*0Ji#Y@9j|+c070hwY9yB;i5V91;3cvSxK2khPnP8lD}?A!Jzf|fIn};1?Me2)
z0jzY|&XJhiQ1oqRxal?uhG42Jpm_O=vxA;!0sWAcq*MC`y>@N(`n!jv&X1jyUBui}
zjK*zMja}#F9mh-5*>fR;McK1CIqvYCM2KPMimFpD=P##w#0ec`MHn|Bdb~PBG62sU
z!yB$|HA})(`FE*9I@Fv?J-yyXEllJNVTxd*`uz(DhFU;wa|-8buQpu#*{l66#qHp{
zElvG2T%CD1pP4eLH_*AQ3|O;BI9^`f5?Nz&*z#Od-8t0P-u$3nS*12|M!5=+us$`&
zy047;rUlWmTTw0_X1aY5;h6-UV+OXEay>U^cX|iNSx2UiWsBt0b$?$x*b?;WC}aWF
z^g!82Qr?H%sZqB}_PlJTmK8A@i$SMmNM*&29&DLowkvi+S}(Hk8IyV1rVp-gpgJa?
z_owb_y4wfc)!#gCNKy(~ds_Q4@rT}Z9QO;>5bJt-KR4EK8T~FfysbSi(*1nrav+d6
zdf;NHR&B%>$m7=}7_?az`;h+yH$(dB#5~B0IfG`(mdfc1#DF|%H#1D#R>yndquj&J
z(BT5PI({**<=DS|%uajZjXqSQX*X5r6S&RN_$<|S+ENmN<>QERqk>gi<&*!l`wl6G
zKWw{$^frf%hTntE*WCaK^1YXvDwEMu55l;`C;AnMZ&v7zLnwY0ffLYj3n@yMDH&fh
zw=KYRL|2VMAw>?(y5YZwTSB28GEK=DeD)hT#X!8e2jBNl@N7a)DuK#}E`7F6_&|3%
zcNWz9Bk8GVG>54>dM_6e*lJep2iJFMRTom<_%5^0mW^&&7q9Nq23BK`sS~%gKoce&
zML4zYZ+ZdmD2%v$-K~(k2?UFd$3`4nt4v@0Ne9Ps#voB3J<bX)qq^oV5Q+N`0Z7yz
zYpI1HyzypTi4_H_x)*KUk!2ylF~gmp2PK`4Kc`K-Lc*d{8;@b{?CeY~+x*U#$}cSZ
z@ZrPnavw3#{A92Li^Ddxo28h#>@JftnQ95!Ms6gSC#hvOM>qwk`%kg6l!=&Igsp9A
zjU3CLz59tjZo#x6LWMP!>7=F7HdfAg{5U~IT0c-JDVooL8w~NlJjEeT)m@Cp>E(u+
zmfChW)3w{a;yq7wd%ulX-FtW=>HRVJJm;CYOjd^CmVegP%Pl4yjnL`(7$2Vyst^az
zMOtis^K{6biJ<Ye-zNd53d>cqCCzt<HFYo}WNos^MU_g$o&Kp0b?UXn@i0CmWhj|J
zQ?1p>Ji$5`39lFY&-O#UAfPXJD`)_FnJzkdNdY+8+cPlZ@>7>bJ-maDP%}?OgHQsP
z%*-iq>Vn8K79z=RZ<a-Q5T-UH6fN7K)M{MVkMI(t-*T#|R?YOBcz0EOzz#H<V~48J
zlx@}Z;itrUeRi#q2P#cIAbl#$$-^>$7Z10C`g^?*yXvAf#|kvMhaM$M45mRoR-Ng!
z>_hUvG~a8xDRprIL`b_^39<?;idzpH`H|~HyI-_Q<pCP#>0n&D^Ow?2id$N}4XW{X
zm>)n`wtY1W?}zP{ob>cj@GTDiKjgi2R9s!VCkVkpumpF46P)1gZo%E%-7UDgdxE>W
zySo(*!L4xDDe`__-+QO0yJvOJf3w%BwW?0-{p@qLJ-<iK=qLmmv1Kum8i*yiUJjF|
zuT_SG%*|lGi;1E0?BQyN=b6v_OMP6%`j3>0TDKf<$!#8gY!W^mjHY-96jP{=jB+B{
z9&|Zt%Sh%|^>o&UhiD>OWA~E4w7n`)7gK5P->4*i-wjPvyvFQJDH@1GfR4b7aB?Ap
z3wL%n*yLfM6F0hrCP=BzRrL(Mt?}xWKt}@(lohZ{S)25SMI%XSn>>MEjlGVbGrT+i
z)O4<KizORSm@L^K(w>(0wf!Fqkmv&Gs12{O*4jGUUxxQP9^O(@=HGgr9-J2{(*{Rc
z02HY|>&wB7q0#}C1wGFXlP@tbpV!^?@jy=udVGVKJcTbxy)nD_$=X{{oTsMVgG59h
zDBdOB5CONZFLsX$ZvyyJ$!3#0V>eIeUwG|U(pPSF9>ECE*5TY-0{AxyuiU0#k4^fv
zGT5S#1cMmcRH!<F6@~Kp11`I2h|uBvZe;sWc%ASGv|qrQOHG)uoK?@%_@-+i&dbxH
z98MfxozIO2*aZGOigP7?|LIenBJhk7IJHd{0ooHbKV!PN=!p`%Mhj}I##}^vpk(jz
z_0_nl6?6u0n3Gpcf(^K@=A_{cM$5|7uDR)v3W<{fVahdiSUb2(`xM67_gUMrkSDK`
z+XHSt`3b_XDIyGX!K66Of-6tBMgfo>_nSA^EQ<?4z79M4tvPpjvgX*<i*>(DEapKA
zAogs?r}2KvdBf+eUFRts<mV6eju3W15_7Ch3+M=-Hyi@Jrld$KREsb?WM~rO+(+k=
z4G>!>5AA+p<6Zdo{&OVS0FU(@k`GiNguwJ2!Mr!FeyrN<@`d;WvhF?e@q^Y3%W{L2
zq>|G7a4{c-dl^Wxz(hkrlGk5|8Xoej{@$$Fa@7f-#ruukY^8z5Wz9(iPVpamoqY?H
zIjBr*NC|nHfr1ikmuP~h{-SaF;&)W>ukv4@)H^Wvr#uURdjD6+KDe16n$eHKWuI9l
z{pXsdBB*L!f8Di4<UjRkng5O2h={hx{|9s^OwFM7j$$1{Mt-&ZMOc6Dp|hoke-wnl
z20<Ud$s|TJ$iOTP|17A&QFq1%82X)8X8VUTH#0Z`6AtfmxZ8nn%|mj?yW;=@uk7A=
zFQ$4VaA`U4U$<IE6ln^sISIde3WcwaZoL~$cUSd|IP7vs5Ua7z%e}W9YR4N}#?%cQ
zDqE`ymWy;}j4G#Xxzb2Sp7KqOZ|_L!-*>*F0?dJ?c@OIYeI#mmbx;SxhP8LPo4;o7
z9MG33<NOgcj^S-2sDN5ZVEQPkS$ajt1F~94T&lFn0E=jeNpq-BShJQDnK~e1Wt-2b
zal`@qsZCK8M*58(<s0Uh>DP8-vBd89;F79dNy^RKBO)H;5XJq84yM)xf<t`s%Gl9f
zUDt<o4Gn=58K-h~hStS6{t7@Mni?wN?2<Jbvkl*mCS*o~M~K&nu~;DLd~oO*kb(qs
zJz6fAdnUqpeL_?9?SU0OnBoHiEiIHaSeR@H3H#dz8{>YYRh$snl-<GNa-J^kg-LR1
zkC<z{Wb%$8%Ui$ii+>9(QmZbzklH&!lddb&8%CeW-c6uWH;9Q$d@IJIQ3MhJk?;<9
zIikeU1AXb5zzK}Pw+{#wz$JBE9(hv)-Cmlb65|<-zOHd<98A%~HDQdHi;`rXY5!}6
z?x#svb9RSfi81a1c8wBJopGlJ%+kvnIX~W6_bSOXc2g6YWJcaU0T;<hJ~xqN*BHZZ
zRK2*-=-7x2tecUHc0LC@Gy<%7wY7upZmFH!xK7fHf5fDTt8IUw>(H0az;YGYxf0&B
zyQMxEY%sGkJcZK4iootfUl}X+)OujHk!2ae;*QFAbT6e^YCu5Vxc3{m<ihn}98%T7
zNlO^d6e~#WBAc|MY|PiwV2w?f=b;}JBghOmzTNedR~ueP_1zgHm$SW|<6hhgC9P~j
zp2Vq6fisS42Xv)AK@p5a645`pb=cAkx;>Wnc{-4xz***<mF+Z{puo;A^^H>w^a*zR
z=MEu?8OFC(Br)5Ol$Ri7Ms34}knQJ6ut+2H))M*3jl##VdXHboUWF8=3^$o*{*2x_
z6dYzdG6WV5KD4mKZijD)t(a!rX@}g8N28(gB=If4lxq!5o=?l;yOTt}@IDrIqHwCl
zoRb`PTr2qe-So-6lID>~0Bw&*QpqIE)vDbTB*w3wEplzaEWRp7DLiNaMI8*lNm<G1
zFR{Nm;=;0`#%nyzl8>mKY>VOJM9o(r^YroG%dw(Gim0XJL!s7%l0Hm2mx1fHGDem`
zRR=&Am0sB)i5t9z&_{szpFi!#SZ;`%wmg2JL&sGx*=!o<Y9b3tc>{A12GS!-;?R5H
zucGlpOsUp100}Ju&}x~ISI_iQFH}(%!2GK`;;{hb30pKy05i4_*+{~&Oy7DP_!qy`
zCY<pK^Ef@-6#Ug}clwpU`1?y3PkMmw9~v?r15DWB>VSF(;<@376LvN~nRU{f0W#e)
zL%yHseoFa^g%jNm9uOSDv0O{OcbWPlUi~{|wQ=-}Us};3a8ShX!TW8JGVip9NKXg3
z%ThS9%tkd8nOChl-fG`|^4|Mo89ob2+A%*4E;iaBZXah!gI+{Lu>E%Zd3dtoSKSsQ
z82M{#|NV}@Ti_So6+KNG8{J7(?^EZ=PX*jHe%#4pPM~1-kPuCL+SD&Jl1bEhS9{~|
znDjp<GC6hHP#SCX6;-w@GE(m;FZ2kjxPM0Hpb0l^ND<{|sI)kTf8E7n6{ZSHQ>DKv
zr2iE<FHIS(ED(dB(N*kxTOHbW4Os~Yuh+mVyd=cY`wg8%H~C$j7>vyh7wl=QQ4L><
zfA8R9i}p%(sHA2Jbc!}oBH9wXl})#PwQjXg+$o2)hN!|a)78<blnGFivw~glaGl1_
zcNUJKl4Ual1BrjpPo}<pEsJj}vw@Mb_;&N5CT`1Y?by8bGiGbj$cO}&PV)u6L+tvX
zz5PZPskJAM&aA}%Qxk?g`@L_kj}HGjjMBc%vL^3oq2n<Uq|2({;RM+u5KGkfm8vc7
z?GyV_ZRptrT3~8()3d7I#<ObxQus#C?wM!H;Ey<b>=7rG$7T?;d}ohMKd)FXvImYU
z=X|U&Ye2)dsh<S-M@|SED#4N=6wjWr;oNFP#4RQh>o=b;54%U^jt^6?_l--LI}T&6
zgX)tKHS7()Z#G6N!U^g}QSSQ^_J_>NCW&(=htH^}0h8O^ecBieuC^*Ei#b-d6ZeCC
zSH+<((_Ad$khM7}b<=iImUrMbZ#*$wIPq>Cq8zsayjW<wFC1f^kVG7@-R=r|tL;A(
zL>kU9;pk9*>Ip)cl>4RSrGe2pMxW!oQ564^?*k{yR>ljI#h|+Eh6_`$RByK@fDBm>
z2TuhkK<i?4=;UCcS$b)!#R}{3M3$C<matc;zsAec?_y-)enZe5@MN7ks@Btml5N>P
ze_>s)q15fy*l2%$%kOA5S0Js`HC14R;f@f#*U|{6-hg9esy*t}s1ftIff3<i$UM+J
z_o|CpeZD!l$m(*pVlu#w$dy$hl$}_Ty>3f|KN16e%-ZQ!TuT<8DJQorSCd#T;KpU}
zkvt#w4}F^b=+69n@n(<b@O^!2_N?UV72)dLnBiWPt|vhS@m=DwLp{*gWU2{vb*&bd
zD*Wo2a;HMGJ5Q4>f3sq7I14B9S-JIWwsH6oN9u7B_PPZb@r^h--$LTy8mG#+*5NLj
zjJ`-z<93Hj=(N$fr-ag$pm;}Uzazri^g|<5rdvx%yG=Eb4@5;}si{GG)QUd&7eFh*
z+1oyocD)Swm2A7IAh0NBr*ot0B;pGs>y`Ik^rA_r?j<DI8)J02GmO#s)0u%pwpK2I
zEB1uO+H=seNs>`qjE2lpohS;7LPv}5p<G74qFN8G<f(-W+JqOQxpb89YsC4F_!`#m
zixje~%%vS0GkX0V{ce5tb5}aclGrbJ;a9C6W>gXlK6F@N^{p|+6Cnvj;)zaiV&x^f
zgQ47|r5b{cKp&e$H}~>9SCO}6C|hazGL{br^rhWR+({{C_TnDD;boa^>mp7DXDO@)
zsBwDf*}Uh%TSFxsD^tbZrVs1kHnCa!%Ageqf`4IVOz-ZDm6r!rN{EHyNena;h@=N>
zw*e*^_Gc-UEf%z|(y{WW?ev_(^j0%>4GZ@+FTo3f<MtJXsBb1+iOsyUa4#ZYok0T$
zV}eLotS>t8VZqCS+^l=F?fHbHqI77xS>?_lXL!BDw*8Jl&*wz&JaYQ_;nk}FpKEYf
z_I|O`jOr<pz9;P?QW_iB#za2XodoH0v=k`^CfhxFc&(OW^O>5qdXl*3fw%ozgKzJe
zb*}9Gr-rkVC$*Qk{=q$j>*i(}avlo9LuD$1@Aj?_`Kdy0O<DaGnuR(FjbFybvSjM&
z;r!!t^g#=&NOjQf1P?MQV_cG*?jo7risEIGS|T0u!oG?v9L=NUb8>92<m7<ETC`|d
zhe?OL^3Dk%wf7ggeQKh^J&8{`?%`oAX2KnmRQ{lZykjR)WH*bGVMaD~_Yo@{{%GN>
zU0P;s30KIq2FvHKHC)aqR@EEk`@u*qRd0|#kpRJHj?MYe0)K&WGj;tDHcdHx&0IC_
z1B;C`3x&i<^!P&ND^jv<dPiuzLhtXEh>Uq_TtVE7j)-vnIeM5=rH7^xtB9v#+@6i-
zTn}B9$G3jr&3fO$wAXd<lT2&*9%3=d_Mbgv42JD#Qk!AF9j!KeL&S})Js6^~SU=oi
zmAz;%RRnv?5>`<`=+KK(43QIFduA?+xiTOXvSz-rz$ICT%CBCz)sO|xXH}Xa>fw;j
zP)!L0Ys4+0A9SrpfDA)|0}K;mB$U)qIU)}t_j6n|)=sg8m0lV@W(E<HCMCPVA_F>i
z8BSHLXz(8MH}R4NFJYyn@ILeqj1$`g1YdKu>cgH)O!eav*}x5UiJWX`6El2Gjs>V!
zIUY}rUD7`;l}q0eC;z7M4}G1*^y3{PuDnppK6C!jQc5#@w>Its1V46)Xu4yONl3i3
zQz-Vefyvid=W{%3ur;EXZfw*WOnND7d|--Bcp7AUeZ7eAIe<;_Htl~Hf_!9RpvbE(
zX%D0xD(>Pj;vjaPLo6;{lppEFIWry`S6;5Go;l7k?dh<s-fz`?TwM+f!{a;$M<Zw{
zYN<wYhG;sXtl;>wUDX(eB0}$voV~mBWX*OK(f*>bv41{J9MYN(XH{V-cn&mZ;&kNA
z=foBz2)6V3!GG|J;TqOlFukE$Xk$8jgJu3O(aN+J={^d#`;OPD`SdMSW)H;$MU(Yt
zaJhHF$qIaVhKek0>JtV5i#FrHLI1(rlGM>gAWPkENgGZ*azuwk7%Q98UW9^hyeHW%
z5MEf`2;^x;`|F-Iw0oE%gJ*ss|543cEi|nqLs}ty5$$vTvyb=MwcOp_#Z9{tfwj0H
zkQXKWl;>+kUk)8xy$j7olvP!y$#)H^_;jwhCeqm5Gt!#2P%pjS88;7Aca;6w_}57r
z*%j3ICmMzuf{IYWc8VafsJ<o!-!cSPL+14_X+s4g&;SfjN3z(f$rk!*uak>p$9*4(
zox4~1XifEX$YB^iIWy#90l-*r838pG#wahUxniDfR3_dq6ApAcm(%QNuy?1r3!`o)
zDbvSu&e=!=ne0|(g;81umM!K0ZSw>v+;#O4{4@U5Xv@mA^X)s&4Pz<~5pB`R#|FRv
z!`or&WQvTVw^Gyk8sADO2g)sPVS}>wcCSj3a1SpwQ~URX;|~8#jmOW=d(O_d%~2yr
zrA>Ny?F~CPqKq#cjjp8!>;)YkyIDoI+wQC<FbEz!d6u0|W;Sce9S>KbHyU|NU4?lc
z&%N$6S{$uKzAnA8ka53qAFmG?El>rU;VdWf-$jwN7@%0ajZ1vpP`JT6w?U}9qr88l
zN!s%cS-FGw(H~3DG6mOFHM>8cdFgy=5^yGX3v;6<)p(Um`i`gVzqODofRrI-QM3@`
z^u_?{%gfTLg-(P)^ZqcT4OUzGiec7Z_L%|qy_G)iGF^)$*dU&y;mvpmvXaH>6Ltw+
zOzBFEbOyuSjEWq9*W_oL9fo}yssm>7P#$H|CmZD!wyj~QgZaLYgxBlCTlAF;+TEu!
zYu&!cdKwwri)peR@fn~&7uV3!Tm4U{HzT8I;zqj)%5r5Yr49+1&+0C;1i{f6UCX6%
zzwGnTES^wsUn@RMED`^3N+Iq9%4%MI-SRHW(chNO(uxsHe#>w)*4WUa^m(=d9^?dd
zc!p!xQy#ntVT=E^`qL_(<&ozdqJwkNxIC<-G{Uhl=y+IO57JP8EGC!pM;4%bN=!N!
zId4osQ?kc^E3oA|!pFT{OA5-}U$Bb6{qp*=*@8E#)hUX3wu{53wl_gKP}(}x@*AD*
z>t@oF=*E-tUX8xx&zPuE=Uw7`cdN3eHS&mWAN3k<e*-53!gx5wV1FHr-hCVM$?oM{
z&{oLS5O{FhcBdphDnI}aeydJUdsFMfCzu+L&|N9r94y!qsQ)dUPH_HEvMJhB@n!|-
z-4vC>&9ey^{3bV~fd=^EWwCw1UcbNAX$J8my(voI!Be*RR6u(?ia?ze->;Fa(w(TH
zSFhc##M^`9)Ea%V=6j5@*{A1RMw6ctoSBXj?fl?VT2ulzDC6n!8Bl=N<O6opQ2!uE
za6-Or@&cn(wULwZ*RO<Dr<?<1?%MHliXwaE!FX~wQgN}8%)Tc-FCW=$E_PGYGTUu=
zwUg?syf}zO@qE6!W1qG-!m6ZhST`kioquXOi`--BL^aEw%qFXTJM5>X>4-}09XK}?
zz^BsA>K7E1nJTz)5{k~^OK#z4xjr1Nw?IU8EqyT@?{*<&=x+2|B}Zn{7udJRO-=ah
zwYL~g)q8L?sEgjl6iJRWv6C80?0P-PTea1h_4UsRN*&PLWNMBihm)1(bIU4oXcMvI
zuzMcrvIZ=|i`A?`ynB@1QG0WlI#;BM*ZImXZ6RLN;C6%)aPKD#0*yBZY&9L_X_jji
zGOoG4x>9Wy#y`>F!=ou<Ev0_doYs3mo80vZ5n#)!T~@JLi|TrX(f0qa)(9<70waal
zW#N#aewWQI@OK+vD?Ipl;^pe>6V~-fUOcfnEry3ZKG9vtq2apE+T^K)kN0=CH<rw$
z-h{u&yoPoq6@oz~EroeK%{LQ>V4IFe9NOBLej9Htex-is1z?^1O8L7^?R~`-6oY(c
z%XdLCo~u511+9O|wU`3j?kflG`aQL5#S8wEm$a<iUx(f14AY~Sp~{2;#J~PNA@|w;
z{uUB)ANoJAM*drY1XAGrXBFDJ;`E<#5&v_6mQTpL8Kje&`oHPZ0s;c+oMHdU>qHod
z|DW`R0tHf8|5Lnk{#$yqK3UZNmIm$r=uyJ$;y^kDV4IalB(~ER%6~tk8T%*o5=pTZ
z=dVj>PT3If9|Va*v3ULWvm?5l<xXSjXj%K|Pz^w?Qrl?@6@T{%$V6*`K`P?9o2WuN
zVCEgfhrE8DwkrtV)psSw!#LQ_FtRwZFxaEf%4TLZZyknVsQ(=N?<sh2qaDGfscgSp
zR_mn20vEA5LDki*C68ev3en=!N&(YBi)Y}7tMEnVSR}%Fkb>=a-0q+xGx`CEM~&Wc
z8%j*d6Nk7Re&qZ}p@A#<R)whgp>_7H8+T-!QC15Vgvzig;<LF&gJ$%8uw*UEqVh5)
zd`yRue5w$Nn)ubH0jOG*p1uaD%{X)qS2JHhE@*hAD<&=9Qf9JGL0tyim~36g3TdVb
zs5z~%vl!EVuc5+QcKNDLPx_4fZ(o2PpM=q*H_$hdq_%QeK#&hYi#RCmvS5F%V+LO2
z^*2@0tyZXQLF~>!*OU={k#p>AFyb`<o@m~9PZ!4Oelv#2l8TndGC|9CNA*vF#2j<l
zK9($``AdDmPJ{Z@Q!i1WsGiOx>$O_R&F&<4r(#3~BYZ6|>Qw<Z<YtjDJR`cgjdDA#
zYlfVy-_IZH!B#EgF)^pXC7%!-qr-?j3X%Sq*4V4&Jinx;)7I!>g+fpwyV!8K1+`R<
z@FBNB$@@rWc&;5T%)w=gy{qonZBH#O<c+q_JR9)y7)H`4B8%_oT#24?n|;qs8QV@T
zuF53z=BfOb1C{KrX7~(fj97OO$G9feIZ3Q0->bVs9w#KCJXm6XWJ<4==}Y~3PK}j%
zrVraC@EX0i+`WEc3(V`U=jVUeVvAcxGI^bl=y0Yf+?cjsy~#WsC$aWq(8D4)zlr5G
zTx*NWgQ=ATR_;>~ePh8Xu--Zzsa$$2;_vp4mUDzZM~g?!jy!t>oZ~+DNyq<w&fP{p
z<cT8xnwAkwxx~bLl5w|{aaY_DcbWTVjP5CEB)TSKHMM7|&#G_dH0N@N*4PoWj<kU<
zY#UB^8)|+}|3xEt56|NDfDOy9M}iLWmKp5nP8Xa>Kt5U0v2DAAy9{zoNu?)Hxq<RJ
zem|H%N0Um?d?BJ2$k=4L-uAGwPb?ah@r?WB%X`+mZ~#o=4jau51msUrinxR6QMD&k
zHeKY}0|<S;9&><2HK(0s`f$Z3f>l+Ci=-dO63A5=;HB{agnv+*z*kYrDEoPwkR~>8
z_)v%A@eFwtq#ksDOdbO7nl$ToO<HcRxaR{zhVfVE&n$%5NMylZ7GS%4ucBE#ty*{e
zx*ykCB=1yqIkiPTb&07iZ;%9(;EtS0?E?u};JYqdxo$1ODK5z3KF@8g0&&Ndn$R>R
zm!0)`^{aTZ!dKw-3WZU(NzSGzK-$7~#xI30!eO%bmW1Y(A8uv#TQQWwCL3&wnIPwG
zQM6rr3?9`e;L-#vWvO&YjYBdA7n+J8+xD9(?0)w1MD0}nQ3XH#4D+YfMa~XBXPLQW
z9~>QCstwJW>*Yj<yE%y)<?D~*n}1ZzLvD3P`c1hakz4fu?d^D39`=W3y(f^qt=9Eo
zEBuGvS6JbV8c#8WC-@JYRD{3_O^I7&edv_?)xkp;+c|#>9R9U5wz6ga{ZWaqLZ`v+
z<=wXy$QO!&u8e1Gb|xGa`xE326F*v_gU<<J$5JvQ5a=T$!c6jioO@eM>AG{J5SveG
z9oFi$4lEdEXVJC0Dn}FBO8ZBG#|q(rV?)z`Lnlm{Y$fPByGeHiufX?$r-)K9SjmlR
zP~U6b^>E#Jacp}-f>}{xcx##5LNYN#!~IgAX17s{d-X(qQCL$2${@d`$@neU{Cjhn
z-uyC}E0P<_;!X#LfX;wdKN78%%Hn#^PjIoGC(VnP=t_QMF%tfRnGpYFK3fYc(-QJe
z_c1sJGY9S0n63$5HWQ!j<?4m2jJ}^JgXyaV%C7V|vqP=Ccu|Q8^j0Lf1xxo^^OzC^
zkwhyk8I3M|pN;vJu1_O4pdlAOo<P!8!mu$~Ry%(pI+;}Syv%{v)->`;7#{jYJAjrP
zW760&jT@w$t^s=Y#K0HXD}h{x^>F)!Oe-BHEYkhMmS%vFw<kE>!)g=6AVVib?87{d
zrX(`vkrd&{>@M4cTkqc;BD4cI%_*A(r2wjAdVtDs;7)psr7a)1{&O||rh`=B#EzOw
zFjxj%HXRXh8+RpzxXXibRZC>QUZ#^vio4(L+`yeJGOdk5Z`Ya1KY|Rv+NS8KK<It(
zW-t<!9;=iX(y9gSaL}DHqa5;bv^#@q_KL*J|2zWufm3=Vl3QF`QhmKU%UW*vNNlXi
zwt{Z*<2n_#!`@yQO`$Ua6bC6&c5EEiF&zne&qMhYc=2I1QZxp)yicWZoJ(EiqJ~J5
z><7Z?DM>-g&oPXV^Hj2|$R*U~G{o=;FS<0J?1{o9fD<%CFa3qPS3TfXj%7P%Ft&LX
z1{|87A3frzHp=H;yp{bh2a;xAz7v0xJlnG;j#SbWSPzh~wrFyeEH&FVobbb3t$i|R
zZQvERfu1>=pg*6FLJ!rd%TU#UezEd(j2<6s8xVQvOF9?58p8QQ_%cxeVt0&=)xkq6
zJ(HMLUwGUQ%@&AGPtnCd7Asdjnet6!9_HvW4K0!-i;bc9>uUeqE95GD1I+<XqPH_4
zq82BUO$DQXmudc(!)^tiRV!Ng6JOO6lqK}fBDz}HBAt#49g9dR_C75QXMBB4o(F*F
zssUn!ocQ51-8jY}5tS#lPbEOMp5K=rr)Yy7=*acUT5vRURiJ5a^{vc5DKVZ3JDklv
zFg>+k!-e!=5y*&px)5dCbpsD~CL82%SMWfL_}Y7qt-9GEWZLv!c1`x^zs67X+MlvK
z4?8<UiI3kzAfVyd9y&2h7&PC$r7mPP9qoF)<mA>%vPU+PMO8QmEY(rrc}PlOmR6+8
z-y8tS@JfZY>_Mq&{)I^Y4u7mpf-=E02px78$>qufQT=Fj9^Dy^r}K~L&)d21?W3{#
z12Gm|Gpud0)x=m+57*mhO$0$e{p%SMq~RMQ?T37^5v|4e!(Dk~|6M;QuDTy0r3qjd
zcXlc|2K)!0g7^U7IL=MaYJVbg@&WrmGM-=2^F#ma;Fs8=0ZR;-u{yvIwp~ZRjYbwT
z$CrK1ZxL-QurBq9LtiH2d7rq#H?%{3+Uk?9h>M@f2HO)1)KB+ywrSez{p*y_saMVh
zx!08oz60j>@>~gGI{)C?kdSBj|AbTjC&+QAGFh!}=vHOQNkZI0WroPJR7BrwHZyN#
zq2e#m9f07w@fx+miajslR92`FQI#6+0G~Y}4@2TyG5eT;HPuD6iO80OeLdUlHIv<t
zD_(kd@}!XPjuWeoo#<eB-7nuug$UQqux;CHAeL;`Vg_@mkP~lNqssAA=4}x^j4I7-
z%U~Ck3vI9~q(YS%WS=~}b}5Ldopm|g<{33EDyMqMwqw2$!WfahfWtB@`^IZCx^<7J
zsfQ)O?=|f78-S)V=T*<{q_vbk-dy+>A16bDpz_StDwPQGVT#x-O9(DQ;Lc&SklN^Q
zDo@P%ouPtt)^1nyr=bmFzseLpC*HGY;D`@u3=dT>GVjaysWx+*?_Hjp0BWd1?NAz?
zWRnYx*@Q1iyTfT$ZzFB!?`kYd3k<=_HtIcD2R<`wVuLsecIPY<0vfWzD6xTYn(j9C
zq`IZUynar4o)P05;;=l{NxM@p|E>w;GGGK;=jL9KvqIa~$ZKZWiCY?Og6$;8J-QJh
z3x1%J8t*8n*$*3N9);WZCs1BHkdsEr2lZC4FAsrF)ajwK;pa;xRmE(X6c#Ut@jLs$
z-|3kHL+RKS9}VxZf|JTe3b}@co6hAIDrmd7*;A{+)t}W;NDU__dmJP=T3N=vww;Qn
z(Gz9-z75@>R+D^;fh?28*OZyKdT8p6UsC7FrhxeBYxf2od$$wQ><%5pyE0*~Par%?
z9;bybA}~#sgv2>-J&-Fyw$6}na%jeOHr6w(n1r0hx6X^=J(1YhwlNsPHa|Rk`NrX&
z0~7q+S{YZI^-TXErr@mPotF>g3lM|c4TKY4Xwu^h{zwf=S$wVm!(1d7CwfR~VTlZ;
zN+CrpvomOAjop94^*1u%fg)fw-=@+n+WpibYg0E6Min{4f(}jV+$)MD)X?mAIx9h6
zs%0po-Hnz>F28C!B43|eV<b*qxaAm$E56)Z0H)Mri^m*-yT^r91NQl->x;Fnd%H<C
zvQu3Ia<cfn)<jE8eiAbWx+r<PRsPBZkNtM3XAQvZBW~=(vtDFRiVVoo5Ykgbkz=}|
z7WGCQ|C&S<lHu?;hc63yB?XM|6f;OsYyAa2BTiba*Ovh&{$RO)3I)(ak;0QOWbLGo
zuP;yW2;Y@QvCxBN1s(T-mSQoW*W4rUw!dc58n*}cvA5ZjXS>2K{>>8+!Q<MhxU{t$
zN>W#a=uDjB?fTpM0*FN~07-l5KiKonTK_C#>RX%XhY0hrO%VP$SHdEVOuC_GMgOsb
zK<r!wu@a-2kvTG~qvZUDG@w83W?+Rn+cNkk{Q!-7dLtZisQKp@#R^INIXLT{Gg&fj
zCtSTOqVEIbnO<5cS;Lkur}wG3wo<It(c+tDy|A1suHAHNt|bVTdXWQrm@GX#@KHXy
zdzN3Ko2_sv44_|59hunG$vk`P*Vki2ds6-VCq}OJgrEoVenj~9Evb!#M(5c(A-ixg
ze&eN~zWl*uMPWv;9Fm$Ovm9VMHX}9AZz3PX-#NH&d5d${=lEg!)^Gv6a`(YwlI8pU
zhx%|r=MV%3li^}!XJ_Nh5b>M?Rn*X{nv}Pucs><G6a$gCmsB5_zkV>63Lx=5q%Ol8
z3BNJa&R|i^A4bCzQ^e`p`m6u~L4Rp@5xlH%2Hr>8&zwCXuW277j76EbY4$9a1HUkn
zz^|C3V)7kWG4w6U+UPq+89jKY^*NTjWSo1%pKb%>HO=Gb8y?6VDo66VaAcl$FelvS
z7*Ggw8L1<kF)^W2cu;E7$g(FAwUGuPKESr_QO}xi1a60P{7mSlCUkH|TtA@ZaV4%k
z^+@Py%KFT}6F=sHtj1H;ow&-AT@F>f_yG+0P!tj(8BIYxRw{=ZdL<INANn(@_*jg?
zs(<#^lVy7N*~ll!uOCMicD75LV{VS@kt>U>;?G6>hd677)f8m(Q52^C9@ezbk*1*K
zqKJWw2_0z==pLj89%aCiLAR|XIl(y?ii@Mc$~@S`uppk&7~&WCs)Ia#E4n`%1J$+6
znDL{_rS5@hKaG<y#G@_X7wnaI>&w0{yh*D-?J^|%oAAy`7)25N0V@&ob`eZ;<L&W1
z%}W)GE5%ApDZhcgH*tm&p(Jqs{G2|*94U*~yJR01z87pPo|oJ=6M~^+&2mN6`_dch
zW$$V@bo)g9pQx;IF%WO5`?V~GokBJ^In%=w4Ux3$?6hj}iGqPRw0XSiDzWf(bg%2n
z-fvT<FEkyWM72_Mv##c65j>N6o2JbYR%VB?F&vVFZPR^DYX_LX>-8YU%a6IZvYU&`
zSiX5zacWs<$$Dv}3su9e=O$0MlNYGre4l^I2#}p1^7>d78U3|NgG6w!Fs6CHDGLzz
z*V0(WC5?w1n}nj<yD;AMJQCTO2AxYNbD`M803iVTsboW5X8P#6)GP^236+@%Zp@^*
z4K*x(q)Q#L4Fk%Vcn%wVY<=ZK*ZL_Ja0N@X7%2r?<a>QCGkk9s+X_?ZSDd7y@2lE6
zxdzAgt4%yNdI+^B3x{KCCPgfST|o}(_Q*D-MC-6&mLlXB{-Ld_kyyIqWg2S*&dzZg
z_W_HU{iy94Jq<HN-}M=XtH|T-M9>+MM<#>ckJjfS5XX;2N0qs@(mNMm5ayf>Jp$ZE
zKiG$Dd<(Wfww;^2wcU+B`!HBmPqMLG^fIkKgFp6LH!?k-xITOs8~olXU=ZpmF?KJ4
z_^nUulGQMi<>jEPB~Xu1YJ}Gb0s%dod97)UEQzz1Z3Vez05tnJ4^1pdo2?seB6IQ`
z)KNu>NU%5^U#T9S^C7iSf&#xwmEsL%daE}zklssBxDNW;Nq&#|3WlN+7(4=oqu0nL
z-qtU^C3W5&FEq!!lt&#!N=95#U;2*wVs*Z~PXapHjV=*lZpO*Z^{ft7g!sc2>US4E
zZk|6o9~zBH!)>AZK6B24HcHBD=c%mmDowrB2>3FTUajB$_T{Yhlg8^S3ng|SU45?5
z*et;Bfql%r#y~Xo!iY)DhIY_Rnlbu#r%R93wo{F7xLP6I3n!d{-F)io*4reT1C=8x
z;0p_v#f;d>qN)1iw0@0Bf?g1Z-K~Z8w*eqSpX2v$Y8m2c{^}r3el5jfB%1Cf9jTP<
zm6-~6HY(j+M`GWm7vVweyX-nH?Q99T29qzhuqm{laS{OavvTI``2Ky$LYR_8>O#au
zK`ACjF%s#|yWydiC9&9v(#~(mPObWPY^cf4CmwdVl<%;=)&}@7?_y35n_%G~2RW#c
zm=!<lw8n`yivGbx7rCuTjlezATa85Ls?h(mkSMoAQStHFi_JIT$F<a_h64)y0*;46
z$pUu@cUuZ^9O)b~&Z-mY9NqmxnzBZ=&_lByw~8dW+K2`d1N9`&9k<xXS-7IN+)I7^
zDI`(A;F|-MPw2awu(HMviw=?0)yS=1!{ed{W4&Zab`1>dRxv+{j(+<#RJdcx7Ft=r
z{8lcdOzyD9@y(4szV*zOarYIo=fkR{M!e*Ns9xUN8DtKJR##64xL$ycg>I5@{AEP2
zcOz+x?Gsdms)C%rM2$p*Im(6#t;7PF-19d!<M#e%y&JDUkcTM=`!*vMnn9dvW#-p5
zON~rvhCd`5rPJ@JSBPf9%t4Bm;+&kVoUF6syBc%k;3bP54lHI&U*-lJJW#^z^@@kB
z`(l>C4Y8tXC`@LCW}WPIkWm{Tgf$ny+fsk)uv?K<1}n#`r<^-rYElZ@$yiNRsw*O$
zpf|^c?qzq>grYOI^Tu8>urN^s3ol!?<d{=Xuy?<VZNh188PA&O9pzI1ScHg3D}vIQ
zV>;|BNb9pG@~!onC-7)9wkT;Qqo*h!JDv@~!>xSCF%^ld)lrq!<;)#8KvhOzW@+EE
za$&UDi`8NtC2(30df}-WppU>Nrf4HGx3nL>#7it>F7;eeGk^@3CrQfiK0B%9WiMaD
z=s#rM&gr$VbgEwrCIwJ$%>SxH2xV>n%N<a&eXiT?@Sc_fH35t*PH$$M<pcTxU=}ce
zmdp%vS-Y?Eb8~IngjLYQ1!SGCOiml&@ptq;myfYyHRF|L<|cbD(&*Mrf4FdJNV{G)
zrClTJ-!Hubk}u64D~gJXi_O|oM1|BxeIZ~z!or#XzyIYyLf&$9BLCrV`u|P}`MVkZ
zk5uvh6A|ZslQ?9ZGdR)Z=*`RBM&o~I@<IFcf0N#S9*OpKHBi)2t21zG&1ECMq~ypi
z%HkiVUyRt;SQ^Dt5K^Yo0YyH6)823N5)pN>V1u&zBu8c=*YE-90zko0)_<LYXL?E+
z;~#^gg!0d<fuQU)dH;%sx*?Pl5gCBOV>K9vSa_(k$)@X@CQlT+L$AKc?^Xq09CdKH
zHjxtohta|Iys$w2^1#g2ke(>}mMAQoUR+dz>^_KT%*`48hZ~+ZvupH`l&bjP1}y&c
zqn{UCDAwio#*Rzy+Q<7tRE(o^VA<FU41X?xv8@=@JSax+=lclNHHFO=k9ka5zAp-I
z(l%5X=kNJLhUf9kJG5CM8-i4!1f1!>S9equ0^KW6@)*yvAHaPXRz}xr(?{s1;<xOc
zCzm9i){vX*MtxA6(_d$GGdq#iPe}zdhAvJhoSjQ!4tJu{+ecB5qHHNO=5%Cy!;bEb
z5kx%w;%7c*VuK-=#+}t!fhguHw@n700%49G>8U8BLVp85F;Lr1hy`Uu$ATdF+;ma`
z9X%a>a>(d3JDAb)y0`8A1On1aTTBnjX%eu`cIGlgyf{2!)1}f7v&iW_b#bKY9-T7&
z*z%k=Y~pz1UZA<J`)8l5H9M5({`bx13rygsHV>A)t7H~2OG!hgwqQZ6y)00{%|qRW
z<2IE1hH$Xh#7&`l==b;-{zCX>ssACjGa&&!XZ`52?l%S8_K&BFvG{Tq)T??uFtvwx
z%;{?d$@#q;TbjENQqFYge#As6QQhq!;%=E?1+Uy7_i*n*kZh1Aj0G>_p3#v_w>4~p
z7J2*N`a*Xxw&KEAyMR`!8zZhKK^X{h?5uKTP|2R6rsjZUur}dvC#&Zb9qeXz(W|Lb
z9k(Re00DZ8NTZQb`sd~k_JbN~*~pUu(z_TSUhFVweQU?<^#qx@jLDqL9n53mn|tbT
zqkWs|vvcu)#Mnh`D6wjJd*hnnhvsnTVN0lx<%+kllr<d;P48krixhx)ouS#c5CL9@
zVQWjO@X8eJ^<{QQtNQ03)bCzB#nViC9l#TWRL3K=4oi<*s`KjCV%Mw{lpcsHot+D@
zc!-TTg0|E-*kVh>ERk+bD6T1I?pg)(n!5tCGOa6mRxJJqwT?s#QPm5p|32bM7;e=L
zWZai}H*VL_Z-YV*7$2N)Cky3WC(D974mj(7#yJBV6p*N%_h|RZDGhaA#1elVWAV5l
z_j>Rj@T$nWUMs&|_F+Op-k(=!4_*7CrOf|Ot&9G(NVFG)2R09#4wq3zSG-Bb8raY?
z9~M$atCI+ei5Zz}V0N!z(<L3@<BlHh?&}g5fAfaj<!3_9aBtpps7n~=uu!{(>zQOy
z=UXpJu>f`-$s95j1??*91f-!gyo&aBvwQ7@Z|pe-1*m!dAPnT(`wmSn5OkG1I55@t
zr#7P_gSye3^_cbk0P79j;j9z3#DB5foY4p7V^bDPGRBo|bjS6{N5VVJ$sUtCJ1{DL
ze;=5iH%D2J^^9&W^8#({1=Y9Jf36Mb_kt4pY!)NVCVx9w1ZA#(PV>bYBRD%dyM0Sm
zvl$Y31qE2x=^lC_qMLU^V;!4+I=)*FjJDHvj|pjbo2s><*O+{91=Y97Po4##YIqU~
zk~^<^64)=XV2b`~z<!URJpI)8s8Ms5)Oj-QPIkzEhDEf{5X};hc;J~bo*{U6<<2m^
zCKY`!<On7u1>dFw?UnuzVSO+~NZ{C(I_2zyQvpi|NvCat0yWP&`kQ}ht6u|(u$!>3
z5#r;27Z~+sbGF`FQg-$7*124>I+`@0ZAecq1+f!C*y6B6ioOW`EFR|kxlv96rn-lV
z$*P(OY0Q)RIABAbdI>7&1A;p&Ggg5XzqEunuNDh}*}awO2@$Nl=7!ej!X&A~+bdXH
zd|}I%@%`<VrV%Hf)5({Pvt40}_D5WfRN5ouHGsAouXg!jM``-gjRb4cZqmdzQ?(Ay
z=F7{=>({3<Do)PUSr*WdJgxJ3iScsh^VaBmvS^3c{-JBvw^$I&mhiem3CpKRa$N;*
zlsK8ji=6$eYGE=C@Zgs{%$$rmGCkDP@+r7)t!=*Xc3yf?cUnu(1b*Ad<=*wEtIUyK
zdA)k9Xo3T4I#`0yt^|LS@}OER)TYj^#Ca{xE;u{Ndzp7u^Vq0}(DF$0i9Vg}2-{D5
zw%LE+Y+0i7F-wkW*)dmB*&W56rx4@k-*4KE)rs+YmA3a$09>e!Q>DEK{dUxerL>4P
z-<Z*ucdK-U(y~gt3EC(wdgw&(pu9EP*n^p5_p`yu2St|^*45P^4r&M_O-=paez~6A
zU!(%l#Q&%cw)vr&+=zl$+y1Sp=(o!HS=(ic)??GN6Zc(@#^Z@62IVzQ#SUlh4&}%~
zK^V4|R;@}p`h?2w(bZ+}%{V)+nwhP9fDf<u6>CQYpwZCcu}x*?D7kDWC2HIsInL?0
zv!hU2jq^qg2zV?rtlxV(Yq!t7aB-ZS%d5O=&j;MqBMA8+$2(a>XR33PYgC?5&OHZK
z4xzax$4xq|m~{SW;qI=8X02SHLJPjWSWu~}Z7_;VDv+Z-twb_At5B(HI52RNE%_F5
zW|gdEjYr|7<zbPhF}OkdG#Kb!abV!3^_05qq1S<aW}kgHVigb+WDd&TmKj7-E|`RX
z!*Y<MVa>kp4Zdm5H}wGwLn;Md^D!Z)5uW@Gr(#g$RR)4bqjWA9<G6htVD>XxqhcZ`
zIXg+I_bsM!KRz!Lj_ljvpLveY?#ZWN9D{ETpTKxI_1w?<iOR)eoL_mAiffgRyXXiM
zPfM{{>Rrgk1qndebri7AAJp?@q-IX^D}y#1O8q9TIhW7e*BEz|)kak;ZU>x8ql3AM
z_I11^Ab7OO=blWCo!0W1(;1nbGkj<?oSxoB=FbG~%wJPt(-b$AOvSE-A!e?h*c*@D
ztTQU++ydo0kBzw13R`mH1Z)8Q+r8II;k7rK%^J6yfFje~a(kPs^1LVG<4*Hn3U;28
zwk*S^s(dIyIIxT*v>-jqH7&@WaFqoG1)~@hoZin(#V<6fReW)EmP<8o_V{36rjKLv
z#$%ZCb4=w6GD9E0Oa?;G!9b;O-rW%HoeEwnA~@(bTW(TSenCM{3>4Ue-!G^x(q7}*
z;q8lOdb9)2NhmNdUhPp(!>&{Yr;lBv2G<AEyp;6SOP1K&?v5CWkna?&sxfJ8Q(I6m
zdO_8}eum=_tG{0c1CtT}&DDF+MfUsKHyBv_=eoaFz)}K$nc$A8K|w*MwC}e8Mw<b6
zll!+X00pSNRzax?^LzWB;Rp)B|Frs_Q~dSbKNwgS2_(%w)yW7=|I!AdhvkO@bNoG$
zVJ5Mmc{9uLV3>=aT`!jyxi{x%R|L2vRj5D0Yc%6-Y2Ya@KBnAZEEfe)*nIv{2iD}u
ztZcqr26KHMF5{-&dAe54tdOmIfx%m#5M8pqUPLM@GdmYtV7}a@G~xl6Z}1V1(=ehU
zn405FI`qr|o7^{|^xl|v(z&H#J-Q(Gc0Z7R(yJapbZR@UJxqHl1ym%?*6je@6+GT=
zz6F9G?q~Qa?0jddoZHg`FX}<WalMlI%^m|gzIs{xF=PF~`p0=|jpDLfol6Us(lS~h
z-}=`2*3;FeJKXhhpht;QPl7q;v`v|@3{GhXK5srsb_wrlMUCJ-Z(5$kDcz6hyNQ{X
z-Vf41G*EX3h~8^jU|<=k(sF_yc2+aUO@z{Ly*SLaoQkP^YQuQBs9mDLg!`ia2_B*p
zQ!^cz3Y;7ERFAR3*ckJUQ!IvU#_Jm8*X6B>SlKy6dtkjv9ilBX(q<i&MrU?rs{vI7
z5cMmGv2ytVH?_<?l*QE&Zii}@(&LJAS&l|N2T6s~`GY1(->jt5EaN;yGe<O1%WFoU
z)x1&4cMciRFlH`TJarPj*~~fvc~-yP04tk9%_N$uweD^2rHx*a6K+pXg>Pa!ozN&f
zn}4(-F^ho<IzB-ZWAiT3GM~)Exyb}>SSieFpxL_tk9awxYvc2_+>RBM_ha|@f(pE{
zauN^iYMMt9p6shBHLZu&b%;-8lt!!wIc`3Bl`KwOyyoCcUMxvo;x1R5BsU)OWuks}
zZTj$9XrvjTf%afg$I77)F0w=_o7k{#J$DOH&tVPwV{Uvn&EBT&!>;@vzr>PHI3&#_
z^P9IrENtRt3Mi<?z;mWucUIZ-jYTSeT(;$l$U)W|YUDZE;UTF~m`1x8tk*n~Ii*)7
z*PXHXUSxyJtNr`(-4Fgk14iradr>TbXlHKVEljT9$yG9>mb>M{#^f+gW~H85@KGg8
z*{b-6tv$a%LaBpZSh!vq+!BBwAJQr@k1$SmPpPD=r?NV(_o<aeM#Z~HL&+qQ%0TYA
zu3p{F#%C!<zRp=IEhn8$;mxi513B$N5Jt9~{nUoyy*l}Eh-=2kDD^`1ftq@Ht#~Su
zaM95&wN)i|FR7Ojr8|qtJRtuYBe`fe`C^@iV1={Kis!RXe#vTeT54)8Mpi`P*|-3(
zBwT)k0AMzPz#_cbu8K3WZKzW2yth;AJ#<oFA&a0gzo!YbWQ;4Ued3HZIkTg*d2x2L
z&M2>^tC(F4pxS*E-EUO7QEzC-4w=nCNKdFWY&#(^qN;3r$h6_2ZDdxiO)@eE)?T5$
zL<^LAjL%<8E25i^FBo9I_Hpd)7*djU6-TDKjCzfK6ozT4bMd({&FYnT8Rrz67W}9N
z8ev^T(0PN=iBA~jL7_$nbD3}_*IKl@@+lG6`0aGvF6@AK82|SLis+Dvc0p(TTf-SQ
z?MCOKp#|@9k8{4|<?y!EWA0gH>rG=7oA6yC>gUp?4K^j^hiw&7*a-Z>0B;txGT$(K
zTv{E$_NaP`?I*`*=ev;krhED&cd^@Uafx=H01m8s`=gAJ?}=`r6o*kCm)uoRUANgH
zn@Z$i5SanXj1qP(oT#StLkk<fKYFwu;cy%e=VWo`Z=bq1M@!yz534u1CvAP0us7Jh
zIPnUm+L^N@UHd}V+E4Vf$tE1^^!-FweiA?K?4DsB;9&@h`FoBuRRV7TIY1SaXOYkY
zNqm7m5@$E&>8C=4v&DjH4>Hpol9@!)0MSj=sGVSdW1Y5jAjRVVUo$1;PSOs?W`c=r
z9WI_oA87Evco9LzvnKY3EhZ!V!0#-(#rphn#eg;IX0%^F7k=|?@Ikp|+Ix`JztY;Y
z%P0BZ#}ASh-(ZtxZC?%%r7Oj8Ek9WYV)HmrdWl%i+MU@wVBb+14Sjq`u|vungtc;e
z9VA{NPWuqBSKFhHf=VV{i1lFC16;TW;#R+zs$i)UeVH^{sAUJX(E3WG@Mw^0uT+#h
zG+#aw2~39$OGMRYHy>QN-ja9R3;|e$z(H@?l3EOCmUy~CxAI}pTI%3KXmM*hZC;r+
z(~u-cx5RJcl3%$SSXMY~yh?bIOI#%<aa+5*k(z=P*XzweyByF~ViG!71doQ6w#}IJ
zcxQkaaG=$b9MKi4kkG~}==OlWq#;7T2&@^Uxsy8#{zD*oJg-|ly6&AIAQsR=<Duv_
zRQN?u#;g7ow?e+0TT>i74*Ry~q||g=Gt<+&duf0YjrN;D|MZuzV?uGB2dQ=QrCYf4
zYu-V}HaT8MB5Rd=F0Wh}&XRl+g7k_u<FY*(NoCb1u-w^Ls>105Ibb7rSUQKwHc2xQ
znuXRLHX4)>W%CBs1ZZPz)J99AM{Asld^?ZO3zt3R$nF`Kn9G5UtL!fBF{w?k()ul&
z%h_=Iyq&_;aE=I`((0JGa1uVXO3sL;mt03Dsqi-ENl&6Y4X^~PvyM7Gukd5@rlh<x
zu06e@&p#!_er@4PC@=mAQ?Mww4pm-_aR*XTDwL~8!xdYv&`6$qL@<AQSvs0(ns!#Q
zoLHz3yt#DcE~#9tIN@bS`_92H$DOy#-Kw<0s~*+iyaXKQ^}-7~)hVyJR3FAK;*+eW
z<Sj{_+?TU*OU)3K1$NKQ&M0))teLY-rivu_R)^i5%1uAjUy5Ji(k`^{qL*yJ<3OlY
zgeUfD6!gSVHsg?bY2<4?1lniy8VhjK#H|3WKSg*dEx!)tFW+0w)?0a5O3%8yE-ks0
zpPq4LwePl=vU{Q}-{{Sr%5*G4l#~Ha2;Fv`6@rv^Rf^Wh)he!&$7fp5K@4`e+&!Db
zB|mJVL~#=#3Xwm4(BV1wHmijaNLd*-39xVH6GnoY{nO}jw8#f?*akrq%?ML)TQk@Y
zg`;*ErQJICrK)cnPFbtz4)x~BSzO#FVIk7fCmy*RnTW{Fcben%d&TtRf^G;rT3DZd
z|1rS$W~CT1r<z~GeS^)U_oLN;Cag&>=BN>vM8%+XC*^$Pvp+dKmt3j1h=2%n3w#ii
ze2P)+@2Ho<sx@b3bl7W_Wv*dQcog!tXRVy6OXjYD6r!MYDj3iqK6LC39sfOdZMbVS
zqWstZT`U`dORRuu1yB>IQ$=->%s8=7F;mwHQy!E2F;b>(HKvnqM%SADh?QP&@xqz4
z^!hsSu%v+}k*ZvJk^wKhVjl1FBjCfyQIl!KNtk42@ndo$g@Jlf)LXcg-t;#KJT!`7
z(qSSEgZ!H8)uLYOaDgCFDqvI<VtYV@)O6FNL;YSTYyMA)$R-8}z4{J<f=DP4B$c=F
z`peE(GeOY0qX+zFEG+W-_wO|=Xxme4Ey|2WA%wd<(>(;<YC4xx<(J<QuvD{{)9-*%
z0fc42Y~3#AMjw`G=aH~}^9NAB)53a(naR-u5>^?FA`@MZ`P|bF*WW?^Y!>PseYQ>2
zKl%*%0hSUC5;^~t|B5f)FZ~n;Nos$~{}WWbcX9y-^X>qpBxq^<3!R&OfvP*EPEAey
z8wFDo{6*!UUIP9XaQ1)Q-G5;1{~wUzOTNOVoT-5kG2diXDORb}epGr>m3H-Pm*{M(
za%yTUI9UGao2IbWUWJjA*Mcj3-YL*-J*;>W*!c*x{YoJ^s$8aGrsbmYzCaw2-sO*x
zr|IvJZDxK+9l-gir<r=k2l@OcSoxb$M&`?c>JfHF@bKzoBczW>oi`t}YnNiTJ|s4g
zp20j&-tYA2ya}-1>iH%a?-X5&{hMg#DJ@vn<kFX2I<*q}eyZaa7pCn-n#w|pKg6ln
zIE<pQ#;B$}N#Zp+Kg~~E49(u~Fg6A76iYYf?QgJ|)k0w!zxg;cqnAY;MhU!6z9WN3
z9oPW}`LQDKQsU1=7_5cI5Ql4AK~%KjkF~<b>z!gibV50x7Z&1%>P@@lD9sm}-K%|M
ztuTtyhgVVM8oM}<Zen`Tr&FT+F+ypg5GrlcC(!%Gw0K$S(`Aym@jcp+lSx#R7)TKP
zrJZEKTwCT8IZvq;o3r>TJ)2f>L{OT5M#^C?Z{?~*s(#B?R)KJkul))zKge`YJRfG4
z;eX8Idmy-x-y-&zi@4}6Sy%rxBO`lrw7C$N_SvDl;%Hv7-4DimC-+$CRl3#KX;=O2
zKnwx?G+(>DVy1o?rOwvEX~iR1WB2_o4=kLNvb9?%J&VY=l)mn}l&7PbT2@jy0#9Zd
zUN|w#i}I62DlD>gc4%e-cvMU`{g4wo=@p1!{;&4FJF3a7+naI5VMKw^0TC1!1w^XS
zrP~MuqzDNJ1dv`rhtMR6qk@P65(uC)r3Hcz2!s|OBS;@aO6X0BKtkxDgm$0IyY9Qb
z`>lK5yY64#{o^}-J!_ql^PIDvea_kYw|_bN2=B=?{PmPgO>X#Nr(~D%KwwlUvK}&-
zWFmJlBC7P4u!j<IJ?mYTJ%k}>ovPc@^S;`JzG<J?XIiinTMOE*!|rnK83DpSMuw7~
zeR@~9WPxO*=Er)9*oMx<y--mMh&SXT2)?SQ6h{=sH)vSQViXZ&h_!EWR3gqWZwyeJ
zbqMz%5ITIlF_c*S3Npz`-{;hm-s^LC`J3dmn*I|Bh1U>yt!~MN0ZS2X45fFdBnU>~
zwwUPkUS583pz_}LavRq1D0XW=sk76-eC^np&~YjWJFBtpd~GU&@XSimvoGyY%aj`U
z8$wSyjO_f`?6B#lxQt{eoc4p$gIc-yMTr_jL;>ikJS5!c){Hzg<9Xsc>&W|eMUfzD
zcpr9n|3_DoSn6E2+$LgNI#ZaC*dK(Lt4^wPF-|%Ens@M%z*V@*jG{W)rS3uIe%X<;
z9qG!d=}_NZ5<e=>pi3mJC_@AMEh(9~pvLTT=IOW&OB!k{QakOY+)zD*^>S<aNiK2<
z{~4F{V2~EvLjO@NUD=$M(s@Y?5c0ua7dYgN<WuQQutJTgv`d~Ua{}HsS8N}-@H5mJ
zSyf3PQxxaCW6S8{G}+nJMvLpBGHKpF?Vr48aeUC=cp<u6x7o4%`fytP{KNGA1fRFw
zyZccWl?*Az-$>e~AR(fp;2w9kkE(>ACB@$v<hdzf)F0=sTYR=6j1oZmxEiOuDIEP#
zp;hSxck_*S!Lb!y)h&8QYn52Zs!UhRs+`zHhqim;@#>U<+jHx<HS1MnyXKvu@&QMc
zgViy&%GzhnW3M}IXO16d<AlDUEXAa%i<r1B;b`i0VmDH#(KOC|=414g{y1%&<{Q%I
zFYpw<Zf~3P42mOgUA_1TXpiciO4saBJ6EFEbiA2arLyYq=;pyk(81{UkSRYUOhlL2
z+?m<#XiF0Rebs}*k0A3;MK(u`s*`0b_17o&ZJAbz)U};WH4K*xbd!<ZI^fV%79ZZR
zOZ&@|eN@%t-N-q4Yltg7uYTijH03P8Uev|Qt<UUGde<iIemCT0G4*RKZ!Bb*NGn)>
zNkj$R)2F>dH3Ao?Uqb0aj*gBjd=9T5`pc?{>xT6uq<Za3FlwFY_BWRx9k!hFx?WGu
z5mxFe4>b)T41rv*#U%}rPAOC&L6)i{2#!t8TQ!7kwVpkhVAyA@0UbJ9e0Tj>3I1s9
znbOJ?Al>jSJ;XP|y6cTgLa0Q;I={lksl;3#z$;vDbjZQ@9bj*|;+t$svRp-zO5M+2
zha3<nsgM$kFz39mmbHbSFDZxMkatzCv#)ReMdxweTx5xXNsGtE?7Gij<EgBhc14E`
z(&*edeMTf-q^)_nyC+57+z~TAmEj7BoscIt4t?4&f=+Ct?3fG~Ib2{hy3jm97uoK1
z>Q(l#?-41=(+eN9K;C!2`dJK$@d!(0<(4;tyuR%lPt_+JWP1r~E<rnThiF!xC>qRu
zbb(>L`Ggt+CqkltaxksC#jLn<*zDx34pr=>ZL9I!&;7EMbm&AX)qK@Iij$<tmr}Te
z>&Ncef~lO$A}bAIz@4$Wr_Q9c9|`qSmzK)1x}<#h8*K8#fSsLJCr8Xd^>A2U+^et}
za<T<C6YuO`Nq>A&O7`PKiUA<Mh=@PjUUQ|GSQfKR6FxeA^J%&O=88|ppENZ!&!ZO8
znt|6EsH2KQklfTi=^r;NMIlU2xDIc(N?6a}knw3|pM^r8U&ed*GXiuulNbK&w1h@j
zN;Mx_iTKLtzdkwLj-O7)D9;v%cc*3Lo>J5O_}59g3iJ9BF>A{Z^~uoY5aV`+=5jp$
z{)0P1Gr%e5X?05BVs8Ehy80gHV@a=XX-doPbGV>=xiItC$T<mZB?XwUbj8o`=_OX-
zSiymCoA^#d9Jj+%`AoN-#_q$2{&qo1&{z;F!zOb(>)nf_w6nwv0rE_0LoP+vyfjD6
z5MpCl@D$hTH8K+>cWt;JKS02#M+zA4bkpx1KYT^#JS-gMjOE)JNFUuc2pe;zWWGPu
z?1o=N;&`%>XVAi>_R^_CD`p3UqH1qH3#ox$Zu>|}$zzUJp3zjiKFpZz3s2(L;7t;t
zBs^XGu#Wm+6+eG47qgtGz{SgBUIq<}c*d_QeKh_w-p!bNT3y+>zmKOswVte`5^mhM
zk-20;dvkymmPI3fPwkT7h9mi_@w&T^mFW+G&!c2^g^KHe57-Xwn53!I>=@y;(T>zV
z9TT~Dc~cuT3!llW#C3WGY*;XK=ddaV12Gqhv+K0N)(4^V_E5`{$Eu(tw-%2+S#arz
z{BbSow-mtIuL+LICJC_T-}mRhWez*Zz``bqW+6sk%(qt-%qoE8XNTp(oA_iqB7$<x
z5w`KccHfJHL&TR{NU@f|#FhZ}h&Gue9<=bdmOfpVmjC%BE?sp1Ho15&DqGg-)Ay>e
zGoq1~^%T~XpleZi#lK;LD=6{xiA7AGs-SJ!bgOHpI^(<!Cv?lJR@s}_w`vNRNdpM@
z6<4JudqxI87-qq}76;^giS*5}`}B2G8N}I7ut;4q9?WGmlV)I@xz`y^VImT)p;-nk
zCN_ja%%xCCsSTIfz`+ze(^=R2pgxwzR%I*xbHStB&^J#ReTfud?+UlBPZOf;OtEHx
zVu${Ubs%rmF)gt!WDR|7)2uk!QLQ5&4hn=y0v*=QssggPHRO2j^pjF&(>{z!5=mFZ
zLQL4iIPJo9{W9pJ9}hm*sL_z#q!PY&M*ZO3n7pa^Qtn%!P$N>oRCb|1#S2-cVx^w_
z9KLj{1XZxg_R)F?U7!7pzg|IKzclM(-UD}EzXo-?o^h+ZQ?K;BmIaiO=gPVcA0!U?
zO%kT}H&mR<#81LE@F%5XvUAl>i6Q)1;uCyxP=s}3)|3q{eekL$UX19x@Fj8{EzWJ1
zHN58$_x_$li#2m?@B~&q{z1Jq*yy|@KA3esu72~q+xS^2xZT^ptR5@obZ|p3y8l{s
zds|lT>k?;dc#i>9TL&Cq^>{wgxgl_}N_vUX$G<A+Ief{rTe^1`ar|M|uK?}^tEqos
zl)QN-alHBbwbk<P5r<C6!TL3Wlp2HIL~iDEJbSzpQ*rNP%e+R2y>qC^`ms;m0TiFZ
zAH;V_AosI1I5u3_Zav-IYf0D{vD_=JH`;)g@9NzY1uMMzEqxNr*2aY#a<%q}uiEm%
z+h3v`FO6mU$!20aZZ;io7gN0+K5L3g({#IFoiD7mefYS;+&K`IcXoWt>mh+h?NVso
z#p?`RlHA(SnHQJg^@&jAyI08Lcm=WhptWQ*Tc43}m_C`237p(#rl#W5QcYEzuB3aN
zj(@FIP>O2X?Ht-3U*+{x0@7wFG!d$V1}Bd|yT;(wr*hdLHK148$AX^iLe8?<VXTD>
zsBey=4+%kXjP#4FbNwSR*rMj!6fg`la8r}JtKegy(abQHghZx6{aL{QSXXya+(|vO
zpH-KFbI+(C=wSL$vlmI|h=RBPHf?lS)*UP*IPb@Olu`iIOn5zf%y}^}7ntP9)2}bU
z+ZdV8MB&xkTMns0Jb)q6PqYi(-24kI-ulamkII3V`-N3y-L}=^cWBz4bqQ!~I?TCs
zR2#G(2nh3u(Zt{GuJATT%^KiE@(BrzPPhUUfLp-@|7T?7f2FtgnLs|xv9^gg*j@jp
zuM7Auf0zHMuiLc!g+pF&e`j^b)~`V#p)JUMVZ>WCPDI=0?h779PAAZ*|K)*!0RzmP
zyLZX8=ccy+$A22L?tJGwcq2?Jf?iTx_de&9{=}=7wEZqf1BytN0gnDfAr%!Bp_~5i
zfh6mjcc)LlUjO~G-g87*+p6XIFSccmJ|%E@pol%$7Li+#3}zLo7e7`Z4ONy{lniyK
z4#zkhdkk&P_t06{;}?OG(_0x0+KX^X-1e@q3jz0CE~%5Sgma!R3~6Rez#i$#T{h~X
zBnT>jG((mjxtx|a1mad-^FP)xJ79<Mt*mC5+YfZLT@uCj{~W_+xKKIhBV&MfTDcH`
zXtXq~gLe7V*67}^<gvD)fQFyG;s?-+_peSK?lbDNzYX*-FZZ<>IS+&`ig#z7%SBO^
zi&5(p&>A|wal$ID5qUSb`EW#IK<iv9`MPcYY%X74HG$QVN2`r3_;KYhsuSgi(^+YK
z{3Bow$;16pi2^#f1kLn_$Sv)XI?7UzVf&w9##507_F(DE5){%oSwj-6c2GcI@!TJn
z(On$~lFRn=eOua;Vy$hT%C#UaO;bZs)vnn0tEuh;h}gW4tsW2T;wAKC>mI)-i}Jiz
zGYo(gw*)qi(DvaJ_>m`b3Am-R4Zpur8*%hjISQ3hG9X20*O(8Vm#>FT>RunD+1YpO
zXMHz)OW3(1V)ZHhgto_6QA<!(|A!T_FbBt4#Um<1DZ6j2XNa~WV8@8BWwOR0B}d*d
zim^tOS3eausc%9bjz#XyxogZd*a=#9VZEn{p*yBSUr?0(O*#tq0}!*`jcUNuv%==Z
zji;_mknp!^d51|sCipDPgyXvdIxZvS&TYJH=H}+V*!uUf!J%L&f<5}?J*4f?1r@9L
zc|nXge9?|I@sX@N?pFh|B{Ivkjk{JUc9sMyf^LNcf`q_KacHy5Uy3l)U_(sooz+Y4
z7c5Z)?~=T-Ou2zs%s%AI^K5Y@$Q&hXLc`oabTJ{F;#>I*oQo_}$dZFToca9@auDOX
z%l*|ZA%Cg#n$$9ZP`H+UQ6<!#=*tW$UZE~1lLsYM!9`_@N+*q_`!@D{u_iW5``eh1
zlse@dR#_0<@2@lkj7GGqd4K6$DJdyT-h5Xoe6-S2c$8xz3fN2PlA+Z{9}Fl7K3V(T
zr>PveOBG+<v8>U%IMRzbZK;kPd1Rx_W_DU$LpFI{dkH%v6f)WD3#=y%B8??!x%f#A
zY*RlMF+rsv=p8?HW~tk09@8*mbnK2xnuhI_9f!w-jA}z&u%yIlhXxhNz|vd9naJ{`
zH#>P&L&AqP=ELgHYUef{Ifq8r$jC^hh@Wtk?8CC@4AxKbKLNJ-qSNieXn5FP>avPM
zBL|D`td#d(-mw-)DcmTh&!ZF`sL84{+yi!mS{kxg@yI{bKAUJsc-YW)3oNNSIBLDg
zoP4st{4(egg=~DNupWh5&8_IU@ei7aom1(CsNmOw9Oz(i57OcZ0MzwI%a)A&N}P6T
z76Mjl3rz=Ux{A$W?bUqOYRwHx2bI@Qbn+U=_PwJy3F)A^;O#$t22Mf!vVU+l&_f%B
zo1=lgsXFp#yPk%%6dlc}9uZVCHqt!}rZ+MQd5}whZ+rDO?MVl}wbk@jxZ?4{6Zv`S
zV;M|xn7-4dDduRi2Z8e$`}9Ql5cQ>mMY)KRLD+v7SdFkY9V}Y$NIehejl7Iwg#VI-
z&?I>;0oBah?VR%b(;bdwtvNLe?Q3wa1$99~b&^s`gpOWBYG;cxU^l>EUc%rXU&+B%
z11$|$<wwynK(@0w@-G|$_Qu9>>|JzAs4YQMjYLUt{LqymNB(^Q_`uUMP8B2KV37n|
zy37wI2|$?g@A7}Zq5#LB#%0)BHC!u8lthf|x?usdfYqfbJ~#RSpb5YfK?x#<xhH;0
z?=I-g)epU`$L`?k`LNT5VH_Mh0pNSLA+NrjNG&o7P=K+kYK9eZ*x1Z}9pz`&Jpm6-
z3f@Zf^zc|*0qz$72Kp3`<5$<Z2rD+`0Q7PLK!Dlhzv2q8>;5&C%LZ3bBK2gF8?9gZ
zsOclm#3;!dpHk0IEoP&`u%7{B7gjGMLkbxDG2%cEr&Z#hc6gd(O(VhQmF2?8jpWly
zKQjXxYmKn_J;#5I^1gzGv<GcRFEm?x_-JifJnZUQ%^u(g@S>XbOtVAsMQnA?-1Ql|
zEB_wECzIctCY0aiG_2|x@o$u5K@Pu#V1*UK2V&$5XK}_4yklx7*l?!%?9jwXfWk4t
zry_pqOLur6D6gXzmvq%WwR1zQc(=JZaOW2@$a0u*ZRqn8a>D6@=rr7NiK|8=gy=B)
zwdO^^wGY|G7=5Up4`edkq&9wxFJv|>Uz-p2>nq4xCF2pqGrkR893F+B6ddIkjD1wX
zhNGX0cT``ut>E&0*AS5b`)9a3A5<;v&;_;k%=c<IA9Y3;C&e3Q@!S|wZRxsKD}A(9
zrloy%&LAU4%2~_>?y&X%7pvyi`^D62zT){cui)6em3S|&P=LS*9c2b)Rf+m{Oo-jP
z3(CKSxRbn$iA0d0yMg5)qF!%$CLMZ1#|Z<8jzoh%-!#0|{uS5Bi&w#clnTQoQH|u<
z-)~oG!<896=s5CsBP>=lWxw-Ai*Z(o)MZy2qBofbO;1$B6|uhP*#zsi3uYlIS`FvB
zZE-}61T9WQWyU67$^C>R#u+AQK8c>`?J58*+`jiD$M;Msu6*7spKFLu=73j5`ADc^
zLE2)as|D|0EAbc|SEC7)s*Y;!D>E|s&PYMOHYQ~c($a=<VjdLXvewn>1+uDBJihEd
zt8`iqi`sg#rB|MH)I7yk9g%pBm38FDc41IiY@;Mc;6gTj?pK`ZcdNqLn)3<LfrEv+
zqCDNO3UIn*fm9O~2erk|!KVi73gXnUT&8x##_DjDpmqg*-(h*H+&Pq*Eqt=vWBe)i
z=+^Rmb=qkx^BsMl$Txk)jX;f-^zARZ@FJ2^8bZAW);aV+=X*DUuI1>Dbx|8hCiHDi
zAXUM|O3%Y95(h!4M6QgD4zY#rQ0b$P8aG`s_~Lho#m~0ZqZ{D;*a_*!3P$`$i^>g(
zs%LY(NBCsB<@$#T=IY>zz>tS~!cTIrYOuOdYu9lzq7ykK7cK)$dyAu?ifr~~u9hI3
zYP1L?4_5RSRGr#)_NE|cJG`ZL*lih*ZRNh{7?fGOZc~Y>npytC&|vDlUg-0Tb?f8z
z`pM=;H6|9mWl}RMEu(KlB=`3QLTk+ETr_@WyUn~7#bEZC7T#}p_&%QcB}0qK`?iFn
zo}R3(0)qnaw~Ep||6JSHv>g7oaFXxQ%_WBSyztGPoh$ys{!Bu#S&LP-mF6@Ad3-kZ
zstd3O*2uC+Lc7dg9*p1Z;8K5stKW90p_G`7pweengmE!CnB}uVx&hB4=UrL0`>UPW
zvc$#b<J{bV$NdE{WOtdM$(vDIg+nVlGW<Fk*1fmS7nwe9l{nK^{-X(1HCt$HwLF%m
zyrb_f5hhUVp$-jrh#?sAqe)V%*0K<RVyIrN(b?R#uHK<5)_3_rSNY=Te*LEsEL{0j
zTZ|3N(u|3)-*5rFm>>rzS;sq2tMX2eB&cKZF7de@-0Y1$lRHakXEnsDNAizY^5f?x
zN-z??+sxvw!r$0!KvxERr+$%;(ChF`^maUDDB@|=;*gQ~{GqUQ6UYPR9pimI{Z8~5
z^Y&^cekWu*D|5v<yY_gqh=6aB+IbUTDB_gb;$-!?{h{90a-|n@SxPu`s0#@r@|p}b
zQ7iZazM8{ha-x-ucZknFFKs)T&+pX>Aahl6&<)bkUJ}%<@b{Kyn=cWw8IHgnHtqfr
z2)fC0{}Av_vHXr;`Ua%@ciI5mw|bn*?AEQ~D&&v+(}+$6cJwc`C8ax_rovY1*+JNK
zT*OFIw2b47c5DTCUWb;rIp4<ov#Vqu{Dxd{_MG+=K5a<nQK8{1k{^GdSNT1f1n*x=
zX>(4bG*Ev^=6G?=Hwj`ZRb6e<vMFk|&dX`q9+<1&s48LWvT2F;N2W+qHWoiqcIQ0T
zq-MMi(GR4mmx<M^0zZnp$tleEYRx?TV(AmhKlC3xu^SzFzv&>+as_coZD20Ahb5b<
zrM03oG!&tcuwa|8Y&D|!)_lPJ{kejk!Iwi-GH_I>7A3|k*ola7)=apw9Fnf(5H>n7
zA~<<^WWGk>PPm^{JK~k`m*e=aG1i~i(aTgBz!dtAEQAxklI=oj=XIouT)*|_GQG-%
zU8}3;e_9ZtWt_2?toO;F1el*YeEyx*NgYj-DjiilQ&{mxxv=GTGgnE{z0aWHg*xrg
zc|<2_7KV5jM0#OYrK1BSYqKtktPS94GOwDREfblq%{x2w41e)JJITahJ0Dj)%pxy%
z1w_Qi;-Tv~XQ0_7#~kG4jrPNmyzlPQaQ`CKy(dkK5bJSfpqk+y-HssSGh0>^;2trF
z262*K%m&mo7!@WK1A>^dW7afy_mpo^+k{RA?Ov`vY3k=|zBE`|(wq+DBjPO_!k1h$
z=TPalY=LZ67%8nJF*fh7Mv3pg@z9%FH6Ka0>ZJNTZ)X#H<Q;%J9sN(8g0R=9ChP+~
z<=fB59DcPtdva_igpQpn>f81qyS^0uaGOCvqRWlwDK4J-3nE4OrXvh(YQ+PM55MY7
zT`0h-RTbt8N_OB_$d=B>V~DzSp*|HcJ|8)Y^%p<HiVThns$Pzb=XpRaWdLB(2DLcn
zQ5<oyi2728r-i4K`b8JpF`qaWRJ;+V<wNjRQ*T{J#O>w(CQ=O(#dhprO&eP)w){e`
zMLa6$v@bSmFzxF#<S(@=nrYUt&H;JUgcR3&mPinv5^$A{9FlAE=_P`>&Tv7RFXQly
z%#P4Xb63$2;-E23miW-5ow02Y=N>UA%&au<t+s6hWs({Po1*o)j+5-9i+%8AsHq=n
zHONm0hGWMykc(3#SW`?%g0c2vgGRKfsNctw&E^7nIFH}Zc5GJQJ^hTf$Co=qN`~n)
z(x#6<e>7XDLI07&uq@_n5lqvnRa@|)e$)z&80J5lo-?uoLR^~nw<Ee4|3&?dNPxex
zty8>a7|?G%S7sojX;e{P+i9y~Y;FJQM5%D;I`8ugRNlRW0)MytKfcBC(CWbkGv4{(
zM69MCUP#D?i|m-;HnsZ3xGzTEjlSCzZnOCrRO@Or%srcYZc5&;3`Ec3l*W=I?k3Cw
zR?6LsD?f7<4)!a*{C@wiO<TigC3Q1dLC#1A9&;(zO^TsP7AKp#;jXRDBMi~qa?Ddn
zv+*MUEh?Dt=0S%L`kGa70Y&O0$n!JlvIb6FPrHd9X&W=>9R@QUlJAQ><sLTZ^M8>d
zZaO1<wv5be%u9(@U;4JQj<{-6?}fl6SJS8;lC4RjX%xeL`w%1Kow*Ba#)O250fsUs
z4QZ{ER#6^Raaq1Up;Tk1>mGhxJpGaysAK!3X|LL^6@ai|UrKMBX<l5p!T}2dPzo+?
zZpMn@lNBo4l2BKf8L5q>d(+o8r^ixDw)%dNLn+4pZH=cYu=xaQzwM1fNA1mvV$wYB
z08HE`U6<HYhg~V1>yXwBMQbN>mCaU@f}3oUp4c>Sd0MdrfRKT5LzLZ)UH&sV!@uGe
ztkYLca2!Mef0PRjJ;m<8|2A+=E-L=b&|n*-956FrO|l>U!Omqr{Pz|&yVd^`E&7)%
m<o}ge+5e}0{6A5KxnoXk&W<$O;R|@So`LmDfQ0ssp8gwB8oeq2

literal 0
HcmV?d00001

diff --git a/docs/images/oauth-5.png b/docs/images/oauth-5.png
new file mode 100644
index 0000000000000000000000000000000000000000..6ea2956d98afca4053be08edb56cb070fce24915
GIT binary patch
literal 68799
zcmc$_V|ZlI(=QrKCYad9#I|i?Vms;B<|Gr_HYc{x(ZsfG+qnII-}jv7+z<D;_uK8K
zd$acHRkf;Ct*T$`a3uvv1UOtcFfcF#X(=&fFfhnCFfi~wnD3w~>B$r~pxrlT5ouKz
z(8mYHGz@f(<07u<qGE6E;%?+*1_rRRw>6`8HgPgDvvanvce#QD3V?{1|3f6|WM<@I
zX>UiYYH4c*CU0+NYUD}G!cMGU?`CFeZ01DF!o<Qx%*@OK`Z944E6Ep@qXd9~5ravK
z39EW!op1Q-s=9VR-=y~RfED~<8AZ~=(NJbWXl&~UtcuX$KD9!3gKSZr&)ltU|J(8a
zAaB;2tJgW*L~p8|wIeGd&p51+AH0w)TltPl(a-KjMr8tr2*3Rli(~j3$9x{nb!%#<
zUy}J~>1~|*j{C@0Ku{s{Y^laT5{4uQSp>9k=&S02{I4U>#t{(rP5FP_ktGX2{|^P|
z`VOizaq#~TwThui{m-+=3^x{6V3%a%#aqt%$IRXIOiDUBYnwY^Zo4}>y^QSn@OV5y
zc|DgG1Tn}WTxM;4Coj!;O4SCSR_&yrJ)=XdWn_SWxv%aqQPNQ7tu7P~FRx~Ise<hJ
z`T6SuLFX0sZ6+1Jry{a=k+3!G{s-&*YiMj_l$g@ef-X^1P<Npdzs-vK`}#uz&j}*j
zluW%tf7+pO4=LVWa6^85J_kJ_io=lLzn;AjA+Mfc!N=e)Z{~wIYW*QaB!%UxW4PVz
zO}fep?}*oSwFv|2exp0K2+T~0{SP=CWR%TKqyNy#N<o|ytgdQXHq&I>+}|g4i-9_m
zbMQ(&p$-zsJJ<gQDaHRk2(_hfWk}n%)nrL>`R)Cv9<<LAxRdX&{VI*i%p3!Ly#YBt
zy>I?ut?`omkHlL^?C>~&{hddcD*AqPH~j=1ZqBM-v2L(`JKv2v?7m8GKi{r6-*`DW
zQ`gtm-6AAF96T?XGb|>4`XMIAm@}P@cyNZ+x976bfLQxzlYhRz9vx$>cf8}BNRYbO
z<96B)+c0(fczqBYeU%SAMA_NMEF;3r^z}1-A@2M`Ncz!1WX8%_Wcnf1`7s!${(5Jx
z14A;P*ef?P<FZJXK6XEnn4Z=7J9Y7D+cdrHL!_K{Bm_X&aQL^MZCbztQRmZ}GdbVr
zxj9YM(*<E<tbyt_l6XF?H^Y{afHEDS;_V1=kxs_kOPQqxpM@t~=RIjuz$;*c`egs>
z2l?lh)0@r52GD8$yZ_U!<Q~UPi%B}q3pK^N8$39;-Wo5VBU%zEW+JY=@mhiEJ;hll
zV2R~wf$#eVb8--&pt~59sbAiZDUZ})D7oO%;D1K%+h|PXPVofgO_X0oFs-t5HkzW?
z1B$*uT|gEu4S=O!t2y}nEoUeFO|7bwV1nFKijCxwrcsd++3VeQHnzpFP&;)jCYqP}
zTp)lu@^DS76xltE^<-S$EBwRkf*`C_uMHeN8b<`!{lt~s*7^QZvLV)y?JaFXAmZQv
zi(t{1C&S#b-s|bXvk?OYMOaKstYQi<o(A3%$=JPI>AxS%X{(0P;({`Bw8Zk&#FrOz
zUramwBzKs+6}t6`xK1TXk<L9+G>$z`7bQm)j4l$!tA|4wduZG(m}6N;3X6b9LMAsB
z1VEe4a9;L5M{J*?Tc5gQ6rJJ64=FfkH0FQ3LxKNFW{15G7sERH<G17&fnQZ~3Sp*!
zE(T8^E_S6f?<c5t3^Fv{YX`HE+uKO|1tOE7>Wv8jB$(q-=et9WMcvD12Tl-Mb*BgO
z>P_i)IXZG6Zm-wh+oI3bTVDt=2OK#;gOko=H%@;!dm&k+e)qf=%ZbNTN>bLigyjTM
zwa%MCJkI8Lfsx8rQQVoDNfX!KAx%V7(sBlJji}F7P=5+q3g6xwl?&+_&alLoZi%G#
zKlx+Ex5VPucjZHTnlj|yelS_O6jjQb%s?*wI9}kJ#T++w4atE(La0+wzd8KD!-hDS
z6NtpZoiA^=Cx<o^VwzwnMZrDKGm|!%mQ(gT6;`tUNAA8@hOIEc^R7yK;5(Ri2`XPh
zV34G|>Bp5Y+%z)3Cx(u}EXw}uiq#Fs##&C@Plxwn1t&qj%h%Ch<XwXph+v5E)KR9z
zfYpuHI+ldzq+r!o_WAa7YMvC~SIL$A6!jf652Ah|Su(%4Ri3t}tn9U6o{Y$ydYs(t
zH|)=4)&V4C@ML^_{>Z3yBZ~=x0>M&>&x7D7WesDlB;nT~?tOm)Gp)lJvE3^TP6+_R
z1c|R1<_chx=`9%bV?Ztkr(iJ0#~1ORuZx(QCI3X;)M20RjfHJOPuyEm(B-(W0aw7Y
zK0PK^cg#se1HHVi2Bp(7X9)KhpujbB^!>xsW=m1Q4@a%LR}4N~sBceO1YI*@n;fW+
z?uH&Q7drBQ|F0fv57xCstEJGhdOzVo|NC1k9#g?jxeC&qkzYZtnwYG9ZGY&mt|*^6
zXpZsa25LQWUTn!|&f3>vXhU7+mU{17(q3q-z4S8v{fK--Yu;u@ecjw=E~nkwueLqs
zONiWwfN<TyrjU!E<k6h*cxP!gi_6xLNEQ)4_AQi3D<T~aHtjsWb7_9RU}{Sh!oZYw
zNzFK9UCwdV5W*-on;-b*;+u)fi09luw-w$C<CiZsIGA|72BQi_0U5d_PkGkhGdeEt
zx4-c?N6yrvMm?4&V@wgyJN6<LrLN*}PWGMjua_j6AoooB7Gk$-@}0-pI-qn2xo74^
zIsfbGr1E3DzMI||b>-&z=b`|H<By?X(6k3X`(&DEpbM2P8t%iCQ#vG}nGt(b+OTZ~
zIg?1r<kOkU2(0KU4NZYnDP=C-;jJD8e65|BW-}S8es|uoe>JIguWf6`U!2gCoH+ib
z+NO0pg_AFf-JhE_NcGRCxywC`F_Qj`kH!%f?Wd2<kd}6Efh@MR9z-~)2t889?VQ&2
z?NZQSIrXf6_|4}_Wi~$eV6%U$J8i1|UL9ywKVNR@U<TKHaH2u*r8LlgSe3VJCGo_^
zWeqwyoH}TGamK;@u;#GyJ1SXp?}!Ww+ph8du-*d}%ceq9K`((*(bDb>$CGk)M*n@O
zkWw~dwtv-*BE_sb{&fb$&lfY)cQ^b>HFfKL0gLFX+><A{H?5h<-)e_e@*IsneP!;M
zi&pe`q)q3X8prJnPuo3LcWTHmG?#eeZ;z_7Mdg4jPMD4}6pmXeI;SY9+nO_uq&=>a
z8T#2lQpuw(_fG>aoYr8XNYHe48e;T*gZXwolFOkx&^cY2>dPH9k%MbB$G4gyIDrq2
zB#2hk!nIH-cWnD5m7{h~Q@~6O3~s)wA4W~b?mjBl)^K6bM?_+Z#8sSTL{tdqM!*XP
zKEB`m1a~HIN9Og)qOX%Z+W42|@yiS{l#$(b#Djv!`JN3^Krs54LFsXXNB>oaB!BNH
z?)At_4iDn>p(ZY8Yx=1^Br){<x(7rDj01e1cQC!<xYszpkVJU_jKW+J$W(-s9O~ZZ
zs^t@`0zD^8pS+I`H01ocv)$VNnAbl>TZ+;6;t06^SgRZ%J!<gyNQQ^|L&*gAC!<`7
zH1zb$qi#E%Z%NO-e}sD?Xh~8ABoYtvK3izXDBbLdVYlY8nZ3O)NUoF%r(BNfrM1_A
zhNM}WYHxZg!)1#O_SYYIr+jtxoI0y~8_*U#SJs`}SY|FKb6=yad|OX7noF&7dck+`
zqg=Vx{@!MuH`#N^xfoxFEq;4PE1k`ovwg*)*`RgRctw2#I{0K#i=V2!elZ)z-;w=H
z{hl#fCZo`Ohk6zh=yuDZUacwRlWXi&sc*(l+3RBmT~o6eeY07r)oM)sBR8t&`36`2
z>o3e0_ZyFW?ythk%+b-KM4Zbza(iHNv~J=@Tn01VFc5!a{=mM@bHc}^o7={N{*O<l
zUH=47_UMLZ3vh%_#2BWqIi4b3cwBO>xJ#>}nThQvJM{PV4xzL0#d^N*sMh#F22)@q
zvH)rE_7T7#n*pRaLnDn>oTPLeku&B~O!%DiqXSf-d>pbD<z9^c-8U;LA)Ec0m3CTN
zcR(;Wy@SOO%ru*tqRelJ|2V_Cd4F59<rB<hJ{55*xv)9swBl<|N#)2DWB-|M##qV%
zsLXhGH!z+c$y~%Rhcv(nW-(Hr`7sn4urhLW!*IwJz~_62r;z(n!t8mz^h78tpWk$4
zDk{GlZD9ey%VrLvLMbQ?a+K3GSNw9%7n&i1@NFmAZF5P<AH(u~Jc9{r%=p)moZNNH
z+ykUpt&;sCYl)W9a0t*NqeNost%KZQ87~wSIZ+foLUbdnF3<kSk~y$k*^{S8{aW|x
zaP8o@eUfAi??}In1&0UhWS-P0*1B<n>>9trNOIaKoq6*2g}?ct{sNat%ICpkloo0O
z;AtUfFeb<Bzs!82PX5LpCvtkPbbrOOtdEyP9{OJ<cII;>Z@4mRIq;0L{Iz&DF0F7F
zZ2spM-SN2)UlmD_+{gl(B!EOLO5RlUFZc)GyO8j8SUQ~!Q}izslE3Xi$S)3TMy@aW
zxh*S`A7~!tV&C%l7oHQQK4YDK3BI$ziuS?4!jn6lvy#E9Iqs}OouTI3`@58wc}+1D
z3=JS_YlP)5Pb$nO|5AmcaXnj=zSCIQZ<S>2w2#ancV{QDqM~hX5mBPD`5YqXk-MaP
z8$nuRW@pZ*6=ElOiZNcD>)*bkyN|B8Au~RoJHGruPNuZb&Rv!5`OFeoSueF)dKPwG
zCP9EHzq_Z+6+e-x)>F(fI!^QRyErQDUkV#3K9yYGjN>@G@Ub>L9*I<^Wnc6V!3X$$
zQV}KSP-dUmZ<ifO@{c%q-BG(NN|F}g$7K{nR}QEpQy_1T3+QJ(Amo;FR3uRO;?Jnf
zAqo1R$tfj5{MTR<!osihirbi2lHbAj&DD@<Msbp?yCvX*D0d(#y+&{)mc#~Pj<CrG
zkPnPFIvFDUg^p!h6!N230-c|9<`F@7gB4;!g*Ba{TTmdzs>g;}Bpe4#J`8CaYw+&?
zY)~@5nXAQeD#JH5HS6D5p8&7Q(Y{C9pT3QH4)K0&UyuuHc=9+D6wDpSH~QQ07xrU;
z%GgWYhzsD{*A`lk`TigNU{9*d-tGIgJHh|pP>t<eJ5CF5Pu%hzWAy$Vxv|iR@muhz
z5R3B7`1KTmI?EckvsVaP75cfCYxLZe;(AQjj+8v}dxu2{VEC28coUsH$ciL^T!2Vo
zv&>e)Uqr!a?LW6I7U7M}ZV9nki!9Pk#l-u@zxgkV1J1_6n8)>2rK*JeKC^RXMn};<
z5y`Nn?R5IspyiC0%AcmKt*t7fmO-z*QEhH9#IipGq2nex2~hu<4e_p4>-(XN$)6$8
z`T!Fu_=^2UfAr_s`A^lihG9HpN!{EM@h;v~zDPBiUrq=r^l7&W4)3SJF`=HU6^`H0
zN_wbdtSlFz*zJehZVOQHmIwsYC7)%}O>-1TigQ0|lOg+N=1-{|;z&Za@W3<SsA?Pd
z0l26GDePVUF_nSny9*5YzAOvW@`&MynFf0U%o;k*xK2~V8NXoc2<vC_BV&rIMy+Ap
zKR<hJgOnD;g)gg{I<pfMXE0djGnq5dEo>!Y?^W5zRn)}M^^}oUY3I$qW2}z+n1Ptr
zA{=<7!k|y7$sgRzu4;>rVST32*|gJ0aK0xiKMtPAjMrX_5rIuku3o&sX7&MyVJrf*
zstOA1{rk8AcRF#}bp)Mf;pz|g#E;-r^{GwtZuiaa=I29=*&uvFm_I)gJG+b-+MYHf
z#l*-~-$Gf}k@Ch5TC>{YP41`Y;7fiwX(#}Iw&N6Gotm%_QZBI)*RLHvG_O6$;!#k<
zK6T*xLwVkuqR@Q}f)%g4GcICFGbifkISl_Ik>|(SHs@0m*fX6BA?W`7k>A=1r?z#-
zK1)JsUhfce@YQ7Eim%lX0~Pr*tg}Y&<7%#ez^L@Ak`^>~thYt%DwD1QZ1*hQ^mw8<
z=U)VP_s%_5oacsM(DhW)fa8YptEt#Bw9Jr)<+!Rw9IS1gyC-H1f-(kw8$LI?84JRY
z8@p_~(Kw;tDAf$%*0$>Uu!1ug1q3*5X!w2^4(dXx;xQ%B!1%H?t~eq@!-zHw{oa9N
z3p%rG&?^NFb+qDC%&pzrMyBE`{D3)@5faiEW!%(+Sc!93#d~1SJKNw!tt@;JT73+*
zac~Zg4*$bQZ{EQYe{q7VeyrZ`yz#C1i(#0h%>ch0yv+1srf}6i@LF=qraa$9mLB;U
z+n!Kcq4Hv-;NE_NvhMNQngCb8Nd@1}PApDwa|nT9(gQ`r@AqY{nEmV)8_UCH^odf^
zgrK0~dwMiFPL#(Zym-|&ACWL@OvNCMB-gv8x;IUf86*gg0$-No0dJl4=~wMnu0tEY
zaQdwwCfiH4#@=qF;-lm(d&f?_jtL(7fDQ=7yb`mEnPU8UXVEY}mVr+v*KIG1SV-4(
zC00>MKJOUg$1BMhI%Rh#0X?uM<PgdlG4D?@ZiB<bua&jV>y~WzT=v)?Z~ubUEP_HF
zrj94TyYpO_<&1$semxmfe&JEWt;YB6&s(y#(%4#~U*At9k68U}{?3U_%x#R|+f|vc
z{W;hPX8&wn+{Qzhs$b|I`MM=D$bHG!_{tWR*eXp=<y#kSFrmy^(B+B5!g_3@=X}Ui
zUcYCi;cbl3*o5AQ3Lb~mD0E;XwSEaSM?%wG>83@}vCAnnBRVH5W}iM}w!VAvz;a#<
zV$Z8Mz_Xy0wn@Kl%37L%sdy9s;z^pgJ`xUtmc1NjM3(jg>ZRS<6A1_sF0!eG-o(KN
zbE>9Ytwm*8R6AsRJYi^83`TQx4laATc-d+zlu6eWZAtobc_(w%jA40T7^5kyxyuUX
zer%DC1V_)|CH~NuA&F1I6rR!H1!Y>Z7CerDd`Jkm(H|#6iu=N8hauKPw(Mll|21*Q
zGi8%~9AGUwRf;QeGh)yXF=dW#W5|W!!bLI`!l@S8Juj&Rk1B$@2K)GyL`;+L$lk&j
zmb>s_fB&rkL!vj14QD$f#Gd#i&BH4I47Ve;qfw>#`<nmamvj<qc+8n)(Xn@l&8!~K
z-cW(Wq89Y1WW<*mYa4XvY@nh^Bxi9wu?1W4=g+SsT&laq7e7d~zp6Ao8@<m{bSwgs
z|JGR(c1-rtA9ZP_?rDv`C=HZPly%|IFO@9orK!)XR~5WKV}D5!q$GAjPL!Fp0D4$e
zCXX$Y;EHH459HbhzM-1ane6P5>|d=+E!lQ2DTzzDV+`Jfn166)lK1!K2N@G@HP4Yq
z+)kkv9;3*Fbwq4m3M6507=+%8(ak>XD{E;4eSQ!ekIe^tSfQikWb{X%6GWhC9sg)^
z-0~OQ!62FsK%6AU+I4N8nvB_*crUSg#ZG75KQz9?>reAuNYU<Xm$A}45nLta3PO$m
zEv*GHY79jnCa@>5GkkSjC~|4ks7SIe7!S{%JUE>pm+Q_*5BXb`?NsJN%*!PozAV@;
zEFPIb88ePWG7hrLszd9#bC5UU)i2GS3SxyS`Z%(Rkt~jTHAT)Nb2Fle)!P`{)wpMS
zS747FMDg1t9_n`);I>d$l~F|<LBiI|W=n2Vyrbf(qO_G^`-4eXbZ}(=Buxzb%atGz
zgtl38VsL(iij&lmZEK(fsH7+Un4%qiE&m;u<zi01_I(d^hCQitkWQU$d_O4vHyY8n
z$>*W6ac-1z)nFsSf2-4Nq|x}F-u=%D*Jd9lR8dD9@!&T6&6LR<*<P_NBDl+Zcz>?I
z3{sutYexogGc)uLXTh@+I^(e$8Cioqp<%&x$PXOI5MBP0GxuxPXq<6GJH(BC><2?^
zGa{h;>(Teo(TL#>Q%Jl`Ug_j5`9?WMB#Oq;z=ErYj90q_94?=8h>y_C&<#7a65|M2
zjG!Q%zu7k8!UO$<Ftn?^?e5M@NjTKJ&S~^l`1ur8@crJK9?J+mSN>r;r#>u;rHRhf
z@FryeSx@>#y`yvyU<M3%UuWNE1t*LDj!Vs?<11jM|0-K}Zbwb^hRN?D`MT1|qN6J~
zmP5qRdAgI=kq&GyLFa<s0D2}g*b?x@;8As`ihah@ciyjSBjSM@u>K3(G#~2-9bx29
zb`wa=TK}n3L0|YmXfSkN<hs8cPGY>w6nNLLd>bAh(~v&e*MH7u%$gU)gS(-mcz<PQ
z=x>KI$O1{ZWiS-;ZYaTz9}WTaL4>d1@QKKA&SS|90Iv6jOz;lZoJG}iP$mN!mh1n$
z`ljM=y?6>p1miZrwK}C~BplZNn^{{L->UuUqH~%`{iU8JI(SG2zhQz+xU)?XIOn0a
z3;+yGCvPRiA_+X0fr3G*cGK=)lOmxFerzYChP^u<_#=h-uk4l)9s|+n4UR)Mml+lx
zC4|=}7P^lrd9$o{;>awbhS+>>szQk^$%A})8?FS!m0}k7q1lyZM;s$01kyfXmgE1Z
z{GEjqK3+yavyJ*HQ_sZAxyd(|3u7FyQtKu2ng@$xB1>rw_Xbc}K`#3p9bB)&>2;j5
z>XogzX|kj4`>Z~znuQnAeie&fZ4h}Vg!E?W`tniyZ>|)^DD&%C^2%(V-$?>OL<Ek%
zBHK6^5SO+P%Sfm{Nag&qrXpH}$IB6nr&~=q7@}<TA+@Y=Y+a|>c*FGt2^=9Y6Px$G
zl{teWA&9;v*S?1L9#7HEL}`z|)eN$;D_>xXCrRRliy|s3Rgk#ds&goGEZqMBWu+%n
zkZ<-yQlPF(hw@uIPxMI5eUw7QSxCqU_3X!VPf?uHu9~Bx_^q|xmuS%SL}mn@;bH&y
zfE!5gvnJNl<Jfq<z_`GQzD<7{oF_W$!x$n6nMay37dSEPd_(=gkpAnTHTD>Agtnz&
zWU1{X>JuIY*Z=;DA*5ZZZ@t$?T`@*_jP+@SD7oL~(fT%=Y;#5)$luFjUP>k9&-f=b
zhZb_nurEZ;WT$YZWts$1Ng}S+kVD|=5;XmPV4wNG#DtOf)i=RzbcK&+UP`}8T6^x)
zNQ?`BB8O8;b3x2QV_mBdN`Yt+Tgn>2Tr+Mz(WZ6h!!eG2t2^v`AzoJ!)~&6<7<$IK
zJGj4I;!NjdVj&e^1)e;`AyH5DnhpE5<+bN?<A5P#h_ni8CR*PM&ct*60B+Xu<=d9j
zv?c`AuAkwTSP_7|ixkFqMS9c2N89t~G2>ZUjKAL2IEgH1AQ|FfbnT@JY6!o++28d+
zOB|!h?Ei62<5;}yF;u<9AJ<_W)@;kIw}L9yk3UX8!`_6VVl|Nnu&<!dQoqa>`-WL(
zGJ$x@7*MXrHus6FnAWc{;@LU*wDQ7i^X380Z-UKA7D}(9-*dg~qfW8;&J0Ju8(qo>
zoS1CU|2ZZvKLE)?0bfC~W>bWEF4$-(A%4Hlt=iocj4*XkDpN+Ws}V2eGUCqjdn#H9
zLEfAMr^vrC1WKp;`h+m#F+6x6)?%+WzF})mud;tmdP?6O8=<L}RRz%K1t<iq<2a%U
zRt<-$W3?xqK&kA`_fhMr#h2UiCG7<-j`1~?lE=rsT#dSO#XCDMPsu;W@0Hc&%&tAg
zY#lKT7CloPClZTKLLpaUX31UP?oV>XV=A>xrljpU7WJ>rZ3}lG0L;&d@!b>S$I*n{
z6_XuNNurI%rL6}|vgIEi=EF-#1B~!XKko|-+7T__?<j?lN~x&Uwg8m@`dXi_lbksz
z`3M)1m1j>Jq^`ceSkW{fU%sodg)h?nHOAO9RI{vyVB*>vc6e^cP)hWfj_)&wg^5>o
zj?QKii+f~HQX=Fw5)027MaPPJD`+dmwRQ67aH9Bq_unAybjU+f)|1`zHR151QNe!2
z9=<j(O->%wpi$$N3Iqi<a+;CdC?0zny(!$1qQXRC2T%4^9<uVTI5H$W7boyFBe8bp
zqor}&Kg!9C3w%gR;Vwu-?*aq=yE_{^gx=vKnhD+c;FDW(7WM+(XExaXlDn&I4c3cR
z_bUC2=}rjtJPxw=buMN9^LOhbs-ijO<})-Lor(SRC)#hE-GlfXohCxOz5?2U-mGD{
zIT2x?#WXKW=sa+ixwGq!g?q~rGpb-TZ(e*}s~O=;<!IMH`C|;EP;$>DEo@9_?B;NB
zCbp&`2pDt7W;BXrH1*Re-qS_{GVQAT{N?_VTCI=DNlO=yY<WQtge-{g-@xY$qf~(Q
z#$X)BCC$A1OUHT;@~%0TFH+I}0#3mbgg`mS|2lJsCyV<Z*px)~C+z<wNd@7EKar4-
ztgNj53vw(gE9>nS9n41+S>L2vVs!Qn1vRkCKmuD7=~o7OFy?>Q?2f(5aSOshUy3Oj
zyZVtu!Z<#Z=OSyI?m!KIh}~hOiS^iQj*%Y;xa1~p5|z<j7^_Q4LbCQK|AU<Nhag&B
zIRqgW$oGdxIB#E<`Z(Su&5MEh*=j~mZ2<J^>iW~Fl9c2(6<;{?+}tB%YisKrO1c^z
z8VU`Z4`Kl|90<|T;?4!af0GVgi;va<McVveL64LFAKZqs8Dadtp~U|u{>caT<Hs8B
z_x}+VvO5?~@B@RArlwSle%F7q1!`?TPa&iBe+xAH|52dS|1EOlzW-Z~{{JGsq@qkg
zDERXvwTQdQi;6XWs)auTeigc?JiA#3Qa6xx+>l<k78g%dn~g)#GJP6xt`u3&F#NAt
z0RM>Bc#(GA&WB%G6;pxjUMzM}M{Z$<LuyVI?6mr85{q?wGSyytM3}*sBj}hD3;DmA
z-CbG+(-H?)73JX5v*c{@9{N|&DxW8$7Qc6jJXVvjUEt;;@7mp6v~1l9e%%R1`@g-t
zu{!RG`Mr!8G@GdYXWV>SQiQyyZZs<L_6Ty=--q=*I?|A0^_qDvo;j20ym_7hF~>v3
zKkYwEqTWR@F^qT;N(4hBpvbw`RvKO4wL;Y$4K?6)+^<iRZem@OQ`O^c!{i~tQHyEf
zgpxVkud6rWFa0@?eouX&ZcfI--0W%B8V2-RVqjoQpvwGCrq%eICjqGxGDBO_Hx{<=
zs?r3%BBe{he^?Wo>=(^X3sxlz!+mVV7_WNNV(jKB)MQ;8A!$&N=}p`*kgS*WJUp=u
z%JojtmRDQ@(J%Q4Pi{%^j-z727~g`PS^VUPS$|^u4sXPOsubK}>(Br&UJ}g*b34+o
zMJ&#NJE+9n=lZ72jJ>*dg+I{3NmX2%m{}ni`~Geyes@!Y`uAw;q{4FKi2#YT&w3zb
zTQLH;_gZ^GB7TQ-Heq`8lEdbU0iZd(xqte32+r<Icp?SnaJq4Lc6)mxG*`;Xnxlj^
z*97TvL%@tzt+ZjRqYwFqi|d5PIfs_Kw0nnFiK!MCL5&76?N;xz==3pReDTT;qTGHu
zBQ)jP3(a-ao?P@XKTa;{#uR%nxYf!5T#bPV+9Dw$RP47@&`k5;44(DdFi2xDGVi@y
zaW8c6@*cU7<T(aDEVn|{o+(;s^T)j9Csg5Jd0d@YMaUx~?~jqT+l^zN2d928T{>WK
z)jqlkFf{7wpm*!REUu3M|HX){^{=tWUUtx}IR#qNr>MgFBw$elJD6Ua;k$UJCE)<`
zW%17J_A&d0wUF*aS1FumF8&o6_5c|VImK%l9_M7MN*-`>`|i^i9x*%nH>}#6vID2O
z0TbP{KKjZ(1mIpbD~u=iz~Sj!^{eGh-LiL84l37d$vRqNaETNzWA6cn9{#Vd@7Omh
zKIS^rt*$+cLek?k?JRdBf`J&1Eeke!2U{o&J2a#@7qV8Sp@(;kzszk<)r5CLDZIBJ
zTpj>(K8%ZuHZ*g%uIB@1w4&E<nev_`4wPKWnKMY`=>=*$R7BM(aVmqLW%vknRq>!~
zZ%=?;+MNg1nENV=dN6M<zi%2BL!9&up=~OVHQA==C8pDdZ`y(fRj>qa&%1;7g8_H!
z%I?!f8-2JZM0N=4D15~sTGFq^XqytS#^9eD`0uWJZ@R~@KG8;dc%`EmTw!d>i*=<#
zR;#9_Xq&~u?eQlC&u?y%cbGT@XLk&w$Ely1se^G?TVxhraI>+=d9qXFr_nHn$)yhO
z9yGtAmt06s(7Y3$E%7_<I16a?<i~$|>guG8-H^+(e;dqVQ%<cR|Cr;Wxu$#%_?BQG
zMNU0h@_A@Qc;c@=zIrc;&ls8q&V%~dm^JU%JQ5m@mWkEy94!}fpynW7OyZ@BI%Xh8
z!h?Ln%G*kU&_x|F|5Yzf2%Z$AC`)2@Al&R5Cq5Eo8Yq{}SK=3ic2glmk=TSYWVC8G
z*@gQ<Xe7Uh?&VIq-U*J$bsm|WA^m`n9IeVqyW+%#qU?wAN~2(GL=0}ho{CiM({TSv
zn`t!p6;j8_GHE2ay=ejC-yT8Tp(G6Z1RfrkZtdPY;Ye<yuIftc`2Y-X>2rpaFhu@H
z=)v0dq0FqcRJk~_VsxL@3=Df4QrgnI6F!4@nc3gXXVlTT)n=QwO{N62d42u4*U-CC
z`Ux@#>I;WXyWi7l>OQ0Iiqt%qZ}Kn6T)P!|1sM_^)kzi_{71677hl?6>I^%Hz;#RC
zE8`zRWzsIH4VU&7Bi&mR=)%wDlR8^ni8XB-vYjO!(ZO}ij&8J#L%oD*Bgk2O%gRDe
zSr6#AOexHD-6=v^12XY&{i&cG?u>Wmtc-0gwcov(`FhWWr5R0|KY3P-!0Apd29W@?
zn!r8Yh%=EDwn4AzHcw_pWsS?Hz>G+ZmG-xvKQ>Q$76r?y<g0n}e96M3^Eose{Ovni
zA%uE_*nbpY%<KL&J_=wl&#F3nfFc=iDYE={G-lWQ1ipVI*Xy742Yz1C?>-Tm>munB
zeOH>8bRXkd{w03e8k1t$P{FCXHX%gy92$?$8t0$hRjik`ubgf$;ccG{kgvl+8-haF
zGnhK@*ELmH{rXjSZcEwycvrYY_1!Am-xN${4yya(90uo0Ww^NPtGB<a@+c{j)0faE
zYwNzzQ)mY(P_m+N_NM&<7bsxgUe@7AZv+Q<8bG9QcjLx?*n1O2VBs0Hjdd(<i?Tfv
zxh01$O>|YV;90@@0mJKa7QvVSds*%vuovAv;#AC2leA)wx3dX`d7Sk8;gDQKl)_wy
z&tlHQs8O9obGQP07m~NfkXEF+p##bc<}2sWmz&HHK~A@BX!}%YjV0$SQPaE!RCxnU
zMqh}V1uCqx7iZc>vwg!K$10WVp=v_sAs?~?RQq0i$fc$AaE=i@sHa=CCIPbP=6BOl
z`G$FT=t3r*Za^J+C`#Jpq(}d(@@J?sA}ikuhOcv8bDQb`XG5$*zGGO7WYhDP8~`m(
zt!*=qJ>c~BV?Ob&H~5m(a>vzA>rdsVtvjHh58m6Zc-4gaJPNRa-PB*Z_jalJ7oSdl
zlmJ4w>)HWlF-GP3MtURcCVhe-)~JCb(BFHB11oFAHD|@!dPZP5`@na-)#;Mu><OK@
zv>Ho?(u3C^pw&ck3I;7*_6Q9_FgOY8PZ-=1@}~t`<X76i#~S5utK&_N2V$*I8W=CO
znB|y94U18&-n39m=S~3rh-~7_{9*jVqIQXZ3&dV8WDz`=9Hk}!XM!hpKG~$Mm<ZDF
zn<0J0o`iCSXIAtc9p@~Fd6Ru21!P>o!~@nqrUSD&w|+i}oJygur+G~2sAuVgL&tL>
zDCCsBFmSgL_b9WOYDltqtLv7R)@^^R1}~|fDwu;PF2Dm4(UDLU9BxOvLFfc2KV~?!
z7n0deZ%h-#%;C*ckydD>oPU)w;YG<-)ABlUHq-34kCldtrBK@_YmMMoQ{=w`<yAb_
z1tVIwit{QaNS*a?X>%YZG}feN$*vEpscr>y$LA3wPz`(&gZzZWyuqqy4X8%aMu&qg
zu7yxXXbWN3a)>{G8mwv>5&o0vyZ9UDhn2+YE!h3P$&}Sg@>p_+K~1W-dZxt?5VuVs
z5MmiEB_|$qx^G4=7a7zFS$9$6ZY%We8oLp8jYf4ZW=hyIh9F+rw84hm7Cc)+>L4s6
znfR`sUW9YZ);y@FgH<Q`-a|+5zM)o>lj+zOd02q;3dl4<(g&-!x<cvCqt2GHGW%wx
zG_Lb{PP_jmVitH@v~|5<$-FlYBsw0+pybiELu~9;a!E<{A}y5wWo`-Yqt9)8W!7PV
zyE5iqf@pwow#StV+|}^36vbEn+V>%lmDk003jqjE&J^DL^-L!y^}^HhY_x%0ng}Uh
z9@M8ESN2%gbyP66kweemT_1Fuu@8h<qjY~_^w)__mRv+V7bpFe3{0*73(pT1QiA<z
zZl^WO)RV!PNX`hQlLkX)n+)TGGdPUI6uQC_I;m7N%>A}WLLzGunzn5THZ+|bcVl6G
zF8M@|uh9Kx_BT(8pF}g#Gtun*pZw6%HTGlV*_3heXLcl&xd*^hh8uTIC_+8&nHu|+
z!I5Av54719q7S=%@1fWj9O^a;yTz*gs@PGgHj9$yf^<~t$o$@?XC}9>h~B5h2a_hp
z!~+?}{BYyWG-myYXJjxzHoJ#PZZ%oqu7os>v1F@Rf%kx2Fn^8-yT8%501E)*jep0$
zVrMnoiNE#D%A963ygGAZV!-p$*mBZRIuwE{9A_;<=$YN%pENtLrJen!?MvaU0KWk?
zKIrFOCjri6%SX-822CQNGfAlpZp<tCz3u574t86iuJ9;+4QiwlnZbsQO4!zjfJ3X@
zCv0wy-dt&fy2negN_O?CHTL=~X2<gTcJ=_5M#ja=ANGok@hN*K6%QdtQw^??P&aoO
z+WL)Ze%_w0+xG#e&4`O}^9?V23S$Nx(YyG%Yxq8y@~2#Snh2jXB?B*ou8=={Zz>qf
zj~1*VZo13vgw}I#iKv67JcvI0hd3T?PO&BL`#ep3lO(N@ipiJ=MtAd=VKxfu5MKk6
z<C^I(e22uEudLg{75rGTh6+mRUz_L>I8Ufn_+l|YdApTTzyi!!2E`ESeWr!-SC+(R
zD|#O_@tqz&2Bb3AwSp+U1&gCFvlyKmKu3Y*7t%YMK}2n7Py(t_h$T$@8?j8d1m2p}
zZ=7N`=8h+NE15@mXswSSHW|sz5v-1c84obB_+_M@IocDa{3AB_rDXOW#?3hI(sF`5
ziypGsM9zs}uNQ{q1XkMq0kTI4u5+J`Ht%nl$Ccy&Wg@h$+*O4|5;SQ=t1!YUlH+r$
zB%xy^0-n%4k>t3CUdJRPI`g$|@o4t@@DI8Bm^F#j9M14e8z9H8+`4GArn=6TO^F0=
z%{}aD(`oy~gp_#6+uWj>t=RnS%5Yjc8ROSgGI)V(trvsrza^0Rnwdfi{mG|isw$F>
zIq_4p#M^{ZgLrnQ`R%Vf3yaV|{Y!$3!RqSv@ktfeZ`K`5l6s16he+qtaKzO6-yy2H
z6q;5h+wrn$c2#|$C4$~o`LxuT9Nh#5m;R*UW!3v>>*+~0@#<241n|GOPEY)Zw(VBc
zP;6>5f+V<hQoWg-i(UR5S(IH>u-;tcj%^KXOn55uvgxFLc|5R4iNDd<R{a_kpM7vS
z5cR|K?^6riBy$4mBwkg+=+9uzI!OLy@A@bx-s(j3i=iGng7h12Xhps&b$#Df&T*uV
z8xi=088(4C)+Ob&YoYN8NTk%vr1Y|?s;13L?bMEdLyM*+`Lzd!yVj~fe|zj2!&Oc8
zsc!A%%1mho4Jc52hECKm9y-K;wyxG|@VPwZS#=<vLfiYn%i^HOt+PelXYZn6{6;$i
z|D$e^nA@=_LPZ?;`nQ3KiUhHTq2#N1k|PZe7Z-I{hx%z18Gj+ZJKbzQi&@wsR7V?Y
z+bi8n@x!%zVhQi-Ub#_j6W4?3=O|uH;?gifr-DuEgpWpz<0-^9!R<9w?;jR}7Q=op
zot?i!DB2Ib$}2YhmX#YHVNsN0<lJ8@=HHNHj=k+3$lA2>@;cMJbhiJ9-S&B@{?oy7
zugjg;oPze2d#Xcpd{t6oduajvw%hW+LOaKo#;hzZXAf1U_!+1Ph>YNkd05ntevUgn
zls1ax+6@^u*$hqJr`HnWqCoUZ6PGr`hb6^V{YVDHKa{~v>{Cxz8+wt|KQAcPTdAc{
zk(@#DW9*C^_t8>O+on;+{WY*=vK1JHHG$iqA*aEJ^AG$(86~Eb`DA$raJK!7eI<ZN
zO=DVsAY7joV)=|0%~(Pw8YA1tGaZH?7`;s>S<<lxMLwuQ_$VDR(nZz^y=8ikG9E1y
zmLK!72wMyhF@ZSQZ8P2Qo4#%x+(!{wV9ZkL(bR|FRNem`pOhmzwh0_nLI@x<q^kit
zr;Piw@=t1l!e7gkoZWXw`t3AK<1|rWXZYq`8UpUDn|<hEn0=;O){W>=tGjJW&BJED
z>)f3+u!3M)#*-JW+Q3q6q7vxYo%OsTZ(9XX;9dVjEz6>ua|gLXfi#G8OWvx30O{^G
zHCdQU)|Mf(pi%GBYnj6NPOzM8E88)%bSP2W-cIOX?b|TpBzQ`z^-^kY@wfE$Y$cq0
z>aXphYjzi2w~>8+uH7b`Cd#OoH-?j)-Log;(kU*k6nD(RYbihq>+>$ZLT=@bKeMr`
zb*ss~CxEB^L4!);6`5Bl0Mp=ILEq?TX=7S~r$YFi*v*Nm=ISk{k+fKDMMp$PQ8u?g
zI^NxyNb0S#t1JH!w*>bL`eA9<6F|a^!0K^t)aS22xf&eMI{`)1V6`&@N}>Fd1B`fJ
zWy;RyP?)@ku;6}zG+@OaTYA_wMT~<i;m_5L(W|DbiLJ?vIIDq=%0J1WD4!d743P00
z^M!Y=I2D&>EPWjduU1D^`d9o;hJ(_!#X6Kb7BK)!36;|WH3Y9Pfhdgb@4s(Pd3rt;
zcbx~<>Z^9GUD-DEH_zMgleIo=>F0``hdqsB*ggm{=VOz#-=vFDTkvw`or}x=eRC#Q
z_?@Z|nYd7O&~(7#J!fNl@z->gl|=45f<2%!-uFc4cP!rg!i}iOkR;_nODYm5Q{i|Y
z9ZC09gm%`kx*?ysG1^4$VWG(3nOf&(4<)Of@&}k8De*V`#!&JE(lgbv@Ru{P<4xW8
zn<!>_DOMeos^a1&D%;*}m|K!?Qj)T<GHQ{f8j|?@6($Oll6PF74;r>QD~pBenJd)?
zH8r%VFj=)vq9_`G`D!arlb<+ad8h7pw-otFXxf$^*IXJ8@}QCZ;;}^RB#-+jnu=RT
zNW3b%@}%p6!|a-oQ-nS#i!&eoM++OkwTNS?$+;}_&jB8;!`8e24tE`Q^8ADr{#*HP
zR1?usKk^w{It+n5d1XQ0sDCOym%G^_mQm^kVr0p7W~iXqJ9Y<Md!{NN9kNfYELg3N
z7sKbpF!ZJjj7Q#*zXiFQ=h>o_2w~7tx>|K!d%D_Dd6uudX^}5vt3@5dE?jmG+y}7_
zMVk)2aIlwJMP?=x?b{8ov0bQmpswCRoE?0hSGh184>LdWYQ|$$trMuq3bZ2#N2u%4
zIu#lZ$|2jByKdp_%?_w=TU0ZcO12iF9Glq2NHumXydn*d<Ix&kv^9Hva6z@#ss8K%
zIhf~QcT?h}oAWu8swFj$g14fUS(TGJ4#*3Slk$go?(-ZR`57K{vv71h_@gUcO`w*-
z9&hZeHd$|9M$gW@24r%649XepGgkU{c+X9oq*`L&Ph1g3_su%bKq3JztD$#iLgN#O
zN^;o|k!l!Rfb#ZaLkK79R!R5U)o_8KF6QfTlc3}zj=ityWJ3*Ry|p+V?7e&{?e@}G
zE;sNAprFRi&7G?Gweuv$Z2*|dT>)oY+n)$wue-mk=YFy$>E_UDNF4ZY6=s0L#vdMy
zkERp^4~VfM-WhH3vU2FJF|&Yk?*!?63hC`~WD~S>1`lGl!T2H#d0q2D4`(Ce5;ag8
z>GIOWs?&{|5%|&9QAgIEfYTv6>~X9<+NRUh>?*|Cibo6WUifNE9vY)-IuUc1^}2&)
z<GcQ3a7wbdQ9YrvnCIv?@ac%DMRXYN<d3OUjO%hUV@qkzu>LI*>>v)kxht<hMX^xK
zq-#gxQP%kEW=ONqpEvyt$?-aIfvh`T=J{%Nxr@4Y_5J4Ywr}m9f~1k}&c!b8wHl%D
zx3XSUZ6RTLw*&$-a)X0k+IUhPs(7$|Rj_=4VLEN```#Dh7+f&JP4B=^RKSM0E`O?@
zF2((rF-}{3(lJh?hqE+#2ADllQ9KuO)rB~(M0`DMYETv(%M;=La=x58S*5wSDvJ&%
zUwLWZ;Xvih9>MvBizIJPt}j^~pJ*`j+`AZQ`Cx|mRhD-C*?TTuuRqwykF&g#y4_7E
zH_APf;d_u3foNp~ad;pM6zHxZa?1jaD?lpQn+_61bD+_zIG4wy^;YZlY``u)a{wK!
zdn-y4y6rT$9^^3={@^imH+4Q~3($^ztTgh~TI%`w;2iJuM;(vJaXZC7MeuN1JMCi~
z_xEhZ*cW6xUcf<*39}A|g4M>n9`mWAZ^}ulIy$I9on<4&?Pz*VnhDf|oF<a<v2+w!
zisZ!eW0W^r6T^+AcRj$7#J&eY{n-HNZ+g+l5;uEG(7DPI@vT7-we^G6XSzSsKSnPU
zE8gp0E&BJT2Oi9l==ypvCkqv>L{h09(^Zm;UK=64#5z`ggI!#Fa|F~Uu(nih{&A}L
zc%0YoJ@IU*wkZ$wR(%bXzzL?1K~FCY{kW(l=FzJpyGfLBqM5f?<$2=uVrBYPe^>1=
zcrGi-d3Ecr?pU&!E$QVg+^?C#sdLHw>;0eF<h(aicTK&e4rd!fYXHj_;*>%T{P~59
zb)0rRuvMZdmQ!0k($-a#g$c}QQtg-0)_hdccE9t$RRE5xH)pfh?T>pi!!1OML0zLO
z1BQlA3$QauHZvWDE7=D%#GJDJid05OTmKG)RCh_drR*C6|Dji3g1_A>Zo3LKwzhQE
z-J`Ed3=ZXroQngl0~HmFu>+pUevfq4pIYH0lPy|5@Eifwyih;pQ8*#Yebc1Pr7_9*
zT?P;=Nqx`Dg!hbg#e~7>Gry%|EvgtUGFkloF0V*l;sk?_VvSQYkfTis6#|#^pF(2F
zItv%nNTvb<j*xi936p<`jyCwd-V36b25h`OUxig5yr8=d@udY41kn3c1x!G5Cqd89
zL(jH(#gQXL8?Aw@#mng2UFG-U@l&Xw*A?PVV3=}Cb~lh!{EC@GK>`K$fF@4P@<-y#
zO`d?K!nKu8D_xb{Qxwy(V%OoI86}ZmNn~7G{E=0zgw)@TQ*;IX9VwpnWO+I>>L0}p
z$p)rayO3Y8Rae=R+t3)0y!uDuf}<<e%1q4dX!=#q;(&Jx!DbHq=PDwD3X-Gw<Pvb`
zbzbDkn}di?XgDP%X6i6WT)Wfq3e7Kd?$DS|p%+8{%q0abWy#(pjbS^t#Oe5e4I4Yu
z_HwD$7C3W%?Qw`Ju)(Kup%*RE%t@ELt+Yw_#uG@(nScN!S8@r1(Z$L!xva&uy1~oc
zmkQH0{Z3xm@VY^L=NsIW($hAl9U9&zJnHMKfitAllo~{1+ZX!B%gF>IjdZ7BpTv*#
z@|7~6L=%umHs{9vykE=r6IJ%pEx9XKjkPXcMXAE1(9n>GoMgeQ^T`jzZ;6Ms77abS
zd>a&DfZn9)$o0*v@ttY`C^+ZeLX-;f27bygN(kK8PgvR1pl2UeX3CQsY-9`Y+oTGP
z6^HB{E{4Y$@T7$VD)4*FOcWPg<BGok=qC#BQZ8|2Y8YB}&<wLE<HvFk4_7pP=;^LS
zC(#m|EX`#X6durR!6p9ey6!MH2E^d-ycIaUo{NqQNWKqCRTw_<q}^JR>mO*0ENj4a
zEy%Sm>EAk<+*qEk*X#26C)=D-^SGy1g;wuyGQ~+Zf4~q_jk$Sd*7r5**6El(I8~9F
zil#3P>-F}0BA8_~@i|u<+~2@)WJB0yWk_mY=4Nv45#1hiRbgqxeV6{jx3jC(Ojth1
zSjk%m8BlN-`7Hh&dFu}DOpy9$ewvu_ZT6k_wnJO~F<$n(^Hf|p!M~xXqw2OJK9<Ni
z=bH45vC80WC*v&3$;<Z64%4~ewgs5bt#>BHt2&BW12!1iuA=9Xo_*9?1H|f0;M-Ko
zO4=6Y!>lp+Olle*t06uf`DVN}x}r)t&7Vhh*Dr6%5KUgaGtOdOXL^s#5^8g#>xJJw
zvqPt!F?sqWPvPaHQegS+LT@eWS~Os-lwuE1pI22Fu%~oa>6dSh5Pk~Xn{uQ%XYaBC
zxZB;SYEXq|r-;oT{;Sk$Olf^ez<a}l*tgY`H*XWHyKzKJlmt6~<Z%JFwDC7#e|=UH
z<J3jB{xR%B9@%3#A_i>{M!*hpFe}%5Ku1x2lOG%(_^xb$f26jz+U7#)eFARSH?Kac
zW!>k3!KAkAWAXE<mQa+QtD2V9(6)~l6EAT@pu4<|x>W`*co0%S^?f=063E18a5#P$
zZeWhXD@bQnF>*^dTy(OLhGO?cUA@&)^22{p>5SWL2RfzZt=F6ZiDDA2=(QE6ruI^9
z1{7OI2*}Ogrss3kKNScjW<7|Oan`Y4@HVgd%-ctWRPEVJX(Ab;`uC11U@hOTJkhPV
z6DazVGoyJi9ic$GUwzUf6fkOAkxaQa3y=U6CNHltUV-5E7n7T0WA4BF%A;0Fdukf6
zK3*%d1WCZEE)XgTHFY*j+zq#bged%cbDr!<FmH9Cyd(3rj=`+yL)7d!2Z`EbRs|WH
z4@u5wiM0vwf{ADiE_wso_>VI@<GXleq$=8Da)AkHj{Iq?yObV!{TD@Sp;3+aXWqnx
zVPCQF7T(LcyJt0yURM+fYoO9Iys6zH{fQL&eS&{iDbbCB6IDNeFR@41XEIASt0JG>
z5A>g#jcQ)}ESdYucD8i)cWEH+bYJJTrMRQypdr3Cp`qi@rkjp87-&TD{_g|gEJpR(
z;Op-}L<et%08PpO6c3RQ+%+D4AH@^P;(6QnYZXR{JEm1f19i1*gRr3;Pq#Yhv-TK9
z3*xtLRBd1Jgejn!<jGwNz2>nsIa?YH{3NZ3P1rNd|JawdfTjdlQwji7s-hqRXCATm
znJscXjr`dMwdkwddyD3}4Vr39-Sz!DBmZctS^os~W+b^=SsPU1R6Ow3cS6s`k~?=W
zcWc?2tR1w_1BZn$;kyR|8LL||4pkr2+<3a0Jvk%W;ve3keNV9}?}0t)A5fU*%{~Uc
z&=p#@9)P0_qyd8B{s-TYr9ZBg@SdfC7mBMd;K`+Tnwme;HQ0;r`G#oL;uWWw{g8^N
z0Z^nw+H(3+T;>Xk`6RKG6Pd$w;l>NykVRtP8V__a1S1hOfnnKMV!BCiD*Bj~c=b%t
zYZ7i=5W?8p&!HBBm5k)?Bk5$((?V?r$<WZAQ5W1gnW*z?%l?|Vs-IIt_5~Ypk)Yy)
z6Ia%Y1iQ3ww3=w6@xVW6-v^ivW-J1eFwpl+<3D?0lL|NYd#X)kf#PQ!Sg{|MVE@iC
zVu5P4FU-az0ApO_q4BMgX%BP<IukTY152q5_ut~$<k(0ov|jL*OUBY#86ccK9*wBd
z_}?L#s>i^s`6hURsN;pM(^v|x$N#DYKp)ef#b%?zxJqs_ooZT#O@Ev!XtARoouMX+
z4U>3!<LcAtg02s`59%c|PlF-i3~r?&AIy@QMZ$2nD2JWs1HDig7Pz{26-(#oj>@cP
z+kY>_GII0loAPL#`%*$m;ZO22k2$G&h}IX1N|AL~zwsrH|5PXlVjW?Og7XmK9UvJw
z4j?#oixj(|bRgN8%2<G(FisjTMy8|Rr}s7ccF>QI3JqB(Kb@>_k!D5kSEN6MdRA^)
z8&CIbm;w_Gt9q4D-cG^YYNGnTax*nqoH6gz&5dSDYJH~$d4GC#zEOo|ynU^7+|~Xq
z{|eZ<inmo#RZ=FVCt)WqBV+$pQ=ImQQEp&VvaKAL0hi%Tol$IYunJ*E7xF_Lj-G;^
z=F(zSLr$JfUKeK=3Oxt~d-4j&*qFe9T34XvDE-LslK&}dDyz+XpY>>+6>k{>D=^lV
zh51Jb%fp5E0FnCu;PJZ~24$?810nucwY|u7y*$O~1#zJHK<(CIY*-M2_z3CmD$4wu
zx+wb!QY#nxPH1^@g{|CaYBN8P678c|*Umn>y>!lH$d42z^I*!nirOSnzeo;b=0^H+
z7?aN|s{f0&ua3%U{no|AMnO_Sq@<*!LsXFNM!HkFK@_A*LPA23?rxBlknWc5?!0rk
z&+q)k8Rwom?jQH=vG>@6`o6W^HQza(=b6uZKlH69%$h9j<0D#Ml1K{bW`1_Fe)w%c
zZ2y^W=*Qy^<eni0>q5W4^X%|&nsBG<CEECBM#T0~Ba|3c?rvcw_113i1~`YjRpx?t
z&oz3J#ZI@Hi7?ko3JPYz71TmV;gE&~)4Bahzq4mDb3ylRgDGc$Yq#s=XMDuoGxO`l
zEHBNT);Vt+Un}xD$g`cEeC)S;Uax~#BM~o(MajR<dU#dz=JLP1G~bo~eWHOB?Z2Hq
zsaQw2Xv7V)Bz_#o+hH3rM@Qd#;q4Xxb{p>)c}9z{zgJcDDzO{qVk7jG^w@3Wg~r0B
zFPOunn*>|dkUJbtWmD=iU~ck~7XJLkVlWg=MzE+CCinC7^i2BvEC1#X(lGe7bsb%d
z`p-Uz0*T+`vy?x>bkK*t?;`z`3kwTN%g|7%_YZOx7v+_eTqxS;lnvve^58=n3(ijr
zIyyRH!4H8ulw#W6*$H5>;L{uTu82Wi;E_C+oZR2zD-QBM!+Qlyn^Ay6YdV=S>F-Tj
zbhdVOerb>zWBTXPKPLtw7hUy6fT*zwIrpN0miWRDSz?8j3-@U?E!X9~wCKPWW0$vi
zeBD%rPlyT%3M}5eOI^x^CH8h3A1=_(%gd{+tE($T&&X_|T9?NoQ;!<k5|8C*{D{V*
z*sJO7Bx-TlkRIn(XXip|IQ8H4E~Q9HN|MS^<EEjZp=V-(MH=hZxs?Ie*>WI>ERW5$
z+qY7M|C?v_?{hn3{a^+DdGy5Tum3K>-!J?B?NReK`nOZ-zlX$FaRiOh2Z2P*i}SO&
zeX&>$%m4vxXGJBY?qsn?JV&z_kURtC@bU5O7h>(GGB3^!CR2n$$uDFN|GtkM!A|r&
zz8l0;1zL@_+S}W`0|T4J$E(K9n*tsc*sRE-Y;SK5Rl9JSS09l_MMa6mJYQ1}l>ZyK
z>l7sL@J4&`w3~;joLEE2#h#Fpe>y!qwbX6@{oAlV9WzV0Xu4aFi0tW8Z+OeCT2!Ji
zJU9;l`RkHT$dezH-b$TOF|T@UYx{g_Ypb6l+vQ|mwaPIZjv84pV|w!BvWSR?w#xO7
z?n}KXGqbZEv9Sab6BEd`!?|<)>({S1tY%-g6hGF!ud3o^(rYhWxBYt{%KAg(iJ5T<
zQ_5$n`ozZ*?Jf7$kB-JHE-o4oI4$>4!krrQrFPpCmD#Q-3;5&Iro_AYe))opqTS^G
z2ab8rfInCr%DZB0YzzXVl<=R0g=Wxfq=YZ!x}4ZPQ>*ljkDuJDQbhKwH>daCd+CUv
zRbjK5zXP{$?dRa&m%ERizuTH_6b_=Kq0#A#<8F`Rj+v-((uRGqw(oknC3yV~&d)l}
z+W|MHJa1zwR@yW8Vbdk6l$aG7_I}#jeCK*`W@o!L()iQ;3cJ%jjgOBHit}E-LZSI&
z-2CsD$p&g{WF<?hgdj<juDucz>`fBEp1G9<3uI8FJdmj*lRj2vwa{f$1Yc%mW-j(5
z-F{nPs|(lEZ?>{M*H*dRN?lr7N^d#)W@caA_2?R`V@V0?^XJcphK9Nd4Q0ZlfBg8d
zIiwx5wU`*ReY6mNWpi&(y=^fOwlVR#V?Gl6#g==^a$4HjEiEmzW2YNIPe0c3Sz9x|
zc=4jiluSXhC_n$ZVQ+F$U|Qhns)?G*p4>o|N^^S@QxuPjW7^pxRx=t_g5tv?xJjj4
zjY}V|-<^gZ?yd}Ol#gKjy}w>$LzQM_s+0tto;vTZkNe4Iu$b|_n?kvQdT$oS;7iNP
zFT3T`IWj?zAMW-_z;Q4Qlauk;Z!5OptC{6xUxCCw4L%t5_Vze!>SdOmj(f|Ox@z3q
zCLC92$wedIr=(EayLXQj(+|0=hBfhIFgco0cXxN&J2-S_zvUb$G}LxJJUZ(BArxvv
zmn`#EPfri!4j!|&`xVq_2#lkh1q*9yonOJk{sf#6MaF}lKY!-8w`cnu%`(%;dvWz=
zcX!D8ctwHf=<}#*DkNh5Nt~li5Y@xwHpZSUim+8S_x5!A)8%mPd~*A7mYYj&Vrq)Z
zY;a$glIQ$T8(BGlAVRSW`79(-sO2-CvLqFOT@-fupP8ARpa#;v<%6?3b(&?dkzl1S
zO@`}m>LUxmr_$!9Ns_{vkj&cJNT{h-;=b0gn~kwSvU_b}Vj|}C1k9+Pen4s~F?&lx
zOUuB-^fIwKq1(WSgNFG0L6X4Zy^}hesdW#V@$04gU-`yb@O*tA)>VF8tY%9}z6@&?
zDjv@R_iC(IZf%(6>4IDb@wy%v`Wu3fS`4=Bb}DOJipW8lxSO}pjh@ozJL_d>O^9@`
z^i|*IkHkVpuY+gk0Lf_)B16oJ1o`u=oTnjt%iY-T-^%Elw2(2W1SKYFC!r>1#`4(>
zURNA6eec(dQn#;*cd+!l<9kU3#@$wb9ddu`x}*h^%D0cYeo{mi)vLZE_;P4>b;WCH
zmczZ_GJ%D8b-M?h&1=qE)}-yL0ZzTw6-U|s@EGv;H2&75z+lhke0HGJn~=tN1&ds|
zQY8LiOK^&+f#hKHb=q=_LN461-v?3m`EyN%8R4HuHVdu4ONU%6We6V!20a7H_}5GJ
zPPP>7<Q{U`DhkfB%A_wyFbp2qei-w|$Xrg+R{qKL`PTcy9bEdSgbPX+Bzvbh9z4}C
z37VP@B?S7DhSBfaedwc8n{!a7+nsC<QAA0g&~&+6Ot;sZ*dF9Z>c;r~(n{>j;aK7I
zsNYwyJQy^jxf~gNh!%cl-sWi_Y$Idg2_6eVrMF2Wd_zw2?g?d;7JEoYTaMqzXSQeF
zxick|X#a6s)O4Jr(N)Gd6Y__o1t<QT?&c?dGW$dG=|aNV83m(M5?@P<v^=!FR%{QR
zw86uhh0ncygoltG;7Gio6D(8~<f1t0wN>Z3Y53ZUgLlSDf?B0;K4ERz3vH`m?fR}y
zgK1&o!d$T~o(Q>_7<#OLSYw6{mWeV3J!jZftVy?i6UI>z?WNw!hQ_y*OHi6>u5PVh
zT%uK`)mfD8(*2+vbRYd*){}%`-hnSj0)TL^P+%etj#9t(?Z70m{N(D&F}~)9Ng8yf
z1B`v6`ysl6`FRH<+cA9j1E}4@!#5AGlhJdo&?az(elintTg}YMD=uy-H@tuITGWr&
zoCF&yH0QXFhjbV%V-E!DT&kATpS#g?g@k--?5^G4F#TP51Ao=sRQZ<Su#kuKVFs<S
zaXFnhF%uI8cgNLiMZt>?pf}moCB1axx7GPh%T!MJs$V*CV;E)Q-P_;HIYEgfv780>
z`bCjx0=V{vaOEc@r2KSlr_saH?3@u%_d@P$M!!+bMvc?e&(}*1)*6g=u&7|On7<KH
zWi7fB#rJ{GWR2h*VY$2in5v~8ky6DC+YB}oG<BlF$>#gT&k37(c*0_sjn}=$T^y|q
z$v(Yc3KbfQ{V*|cNhOP7=d(y*ct&Yq9jfUI@|K0zn~H_*XOwBH(Hr7DixVEJ6=Y|&
zK|LY4?{190jm<4CPIfo8`$QxDeHCTzw+OMTCeBTLbB9J2YFhW)G7C~{-br*15x>Xi
zx6Y&HKM!_1v24zAv-`Wj8>-qO`HIaZvCiV`(VwBrckB|*eKeJRa{Mf=)VK}b=BfYr
z_%V~4I(ekA#k*Vq6%@yxRY7RQ>f$6i+P54Z??~Q}p=b=29wurrJ6kfv5c;L8@2r--
z7}qv%SlJgn?zey`_OU<ZK5H85mAcUGQK#-2K}JoPCqk`PcRA4K#Wl_&M7t;$FFb3o
zJMt=W3`R1~iH^0;)>9}9%US8XR<?XjiEwdoPs{uK{Mje2($qAPSY4xRpo^3^9p9&Z
zR(|!#LPLnE^SxrC&h*r+x%HzemR-`USc$$4JUo_vtn+qc(6MEs50i80iJV{ZT}jNg
z_m^mzS<~QHi{$&c&FI!*cT;okj^Ol}YHs#Q1IEVOG&Tzc9jyVU=lzOQ451m$8QGFc
z*=GtbQ^eU6_674DjGd25wZ{ig<L5E44Y_Rz9*lp!VKj=ek~|)ze*ewtWjYg!2J>N#
z%fAyB$LsJ`l4GMHRz*{ai#28%D<k=C95kh6vxrwc$$Nxd+b3R<y0Fd?wbia3<}-PE
z<1#1v_kJUbRmQmBkPZ_i48dEv3c~@!p{)wD*SLk+J}#~+7j`x>c}FHXvN8Lui>Z?{
z(t6SpQIvPm;^p)b1!;fyV%+U?WMHmmn#sn{L*z@Enqu7DT9G{-m0P?x)}ON!u$MS-
zXVdzd`^^36+w^50%;y7-c5UtI%Cj-nd3J;<gHP;8!U+_D8)WS$93|rS2J`N|+l!LW
zdcIiaG}C9rBZRGm+tU|*lk@#JBtU~|iw9}9P7*IC%ky1Nc<g>NsQi8*&&P)0Sc`3+
zSE!3Y%{V8yFZ|Z;+>}Vyk<*gNTNFC7ygU)a(VeUIGTIIr?)7eK)NgWfi&abk?VF4g
zE)ki&OzCBC+BZS)9F#wHtNC``k+}PVGhN?a-XY*9Os;>byVR2eNNLa-r@vUc`QC){
z&Tkdvh1dbq3y;W19G>IF#OQl3Z){1(Ob6O+&$hT#hcsyPk2DEpb);ARntu=|yn>ag
z70M)QRxM5C5Vvi;DLFGEBWGroKEl=gl70V%97ULP+0B`7D-0q`M|y>{Q&~*TA*JCx
zU&%CK%J3ScYtJp@XG$*QEY_c4jtxjTbW9{MZd>*H&|Q{YA?GpLJ7T<~V<PGPJ2t%Y
z`xzC9dRiaR$8fKYUeRANWzGD9dPeM1r-&p{$5fNTS|uNS;-FsO`DWzyNxBS`Bus)y
zAM;Q<TN?L~EMLL*eQ7HzzvaAssvO<4<e;|6oDbuLt$BjpBhKUsb8*87msLj3Y`#hx
zx#b!ePpUW0Utn$oxwn=nC5(Jkf9*EgL`5`OOf{PzEsXuGa&<I)>n5)7oPO$CCa&;U
zmE4hd^<+BPY~}H0affyu>0M^y0=$j+RIbU1Olhm|)*+&F=V<nf_oe=p8;NO(mIv1}
zitoiy={S9&YOnZV>)a*6UL2MATvsn+ZR0!zk3za1aBkA&D_5w;iSY3=pPP-@%b4ou
z=%m`L4B*BSaXZRZ!C_=g3%w~43L;;g$t`rm%G8`6XOvscwTczlmHcXNm#z0gQ}{xs
zUY+JxeY{L<bM8ER`*6PU;{1e)nD|e`fI|TgnZC_G_5D#y`euezsAz<;FF)NW`!h3`
z{Wjw|8et~jMR}u>gGslX<NY;b=fjhe4B&|w@SfC3zS%L=E+^@{7pDcPu_6&PQt__G
zOLv=fS~qGgvWrbeZADhbs$D9gnGJhrvv%TFKQ13q94|R$sZ}Yv9RBfQ!Fwszy<|<r
z$*D3oH%IxgHUUVPF$XE}IYUvpID;q3Zq(xMtnP@|4po5`Ia{%;Um2#4etjYcxms>m
zJN6)FfqTm2mLaAn!+^QZ6RNhLDIdb2Xk&|YrnqyllKV9;)st24Fkrd*6OCZ0SiM_i
z2=BV)+H_)+HD0+mSzoru5~*0LP{SE$?|dU}(LGV#Pdf<3c|;joPRnvm9mSYS@Y>Aq
zE5BkNY_+w=b2`f5<0@<C^m&)_DUWFx8fK3laQ(&*q#Y{0OR5t|VnIFAHePQ;6>(;)
z^~TASYo=o8Lm4fh_WZUKpK)f+nZW56yACQ|po$GmO?dIF#smHjNCa@=Q-DYyXdF0P
zMg}!J*DN1;b8qQoBF<v9Do1}jmgVG=nU$QHc_2ira)L^50NsoaMO<l;%>>Qu+qVJw
z27LVZQp`*1N0`=Vu_?1rpEtMDe%R>7^mN^Fe}+<(BMXu1Au$@y;o}1RPI6w}n(N<b
zEmwyaip?k0wAUsnf5d|@fu$5GD;pF*J93%8ky}Hi>ZL#Rb~bHZ_ZUIY4xce?c_YS+
zW5x%ugujGI1|3PuF#8fEdP6KMSte}ig-s7CgD<h+#p|p7Lh%x3!|ODnHFddSczZFl
zRaRN++GKEzN?o}Gc@#Ed7wcZC{Ya6|%<fP)o%y|4h28Yl+%!G6p_2zkV%LeSJ}z>R
zT^lXtxmx{*pAVzAU;oEa7ptktG7CGa)%!ilMU>Icp40)aC6txPi)rz@FW>rE$wGI%
zn3PVRgqluaYpw3?F`RFA0}YLWn>)6d(8+&ntj1{$=qY42xOqazhxNDVD*1v4xl!zA
z0$2f9KjJ;x#o&m&$I8kIOZgi@R<S_uF33BO7sD)OnxrHpe>M}ji5eI@1?Hw&VH*G|
z`5v}J5AYwXXR2?2&Y&zUEqQo(S;3+L)577hrw7t<S!1%=rJ<qW-BJ%3q5agQ%a<=3
z3}i+zsC}&c3A=6U;2=dN<@?d@ZR}?a0|ODYA5jx~m%QObv%{?!W|N`dFKUiHa8e8k
zLPFKt&TI&sRvAzr50k)KERL4Y!FHePNfJ@5v=0GA0-2K1j`{NJ?Gt+XV2GPMw+mO;
z*PGkh(`5^BO#3o^ShQ@`i}!(badmPZ;0p-}A=h?(>VRCEn$sGKs;cU*jt;#he_R@+
z{HrP|Dxqg?$Ge8#zkh!tB=k+Q{?qQpWV}EC9)ot%9ZM@KNEY|#DmO3FRUc}l9gOy^
zfU==GoUe<|Wq;qw%BtLUO}NJOtjmD;)$7-P;B?i3P9BvdCv#0r_gW2&xz_O2ks?2M
zFf)Jtyx`}*3^zk-w;s!3;|oVxSgwz;udb~D#S3Q0{@fAAE%NHsRZ2?Aq2b}JR_dIo
zKY!pgrpE0ib=Swrm`z8*5)vMB*et)2mPUsM!F7H(v%5YXLnaat93AajP{5QZ5KuQU
z5eKjQIW|^IPmdh?nJU6OVf($CbU6q&p6p{+8h{62*q8bM?&k?eU|f5BGIOnwQBjv9
zf&8gCE|FCq%|Ght?aj+eoA9~-dK$%UMGgn}B!Z}c*);h5_3h9>{yZS3z{5peytwqz
z>mE{4k$}OZmf!4^;QiKb1mC!wQ@QQSu%4e6#*OAzV?d8{CsQ%+0|BS4hOVw>O%3n*
z`nufyQXIF_;j|xJsr}XyH16H|mo8lzbGtYrKS>~k=t-B$7%H=(7#J8Rt*9ul+fc)z
zRelAFc=P5>508guXra;3t)&(-im>y6kB7So$o5H~s5@_6i(xfS&dt4VXJ_~6?xRnh
zp0CSX(^pk%te4P91Os&zyS_P}?G4V(&TdX#oPYVE?uz@KS|K~veoHHmkh>M+F$u^$
zd4+|Uo0UUF#@O*L`?$ly!)%<KJI5<Iy`>h~p)ToRPo6)I2zbOQEh+iFqJs1M{9I85
z+a;|+v;KPZ*}lr1>sR1bb*6s0D=I3=I*Rf4$M^Dkr?=erks61!UTPfrW=z4ck8Tdb
zT=l%XIh#g?dV9GJb#vPhRnOJRg9J6`-K;iUCiM}=OJj4d*in1*0^#i9n6^*f0+U*Y
zhevC#5k!#*tXT`)BvoMU($u=9uHwX57{y_YNn5I8G^ZX)V4z%dQr~dvSMm@$+jlV$
z%Drf5@nrX^D}lPL@`Qd^sHiH8Hs$CC;(C_WE0=n1;pdtvzP``;7!I6r*qQ&czAmn)
zh;wn&>2|o&$s2Hz`2G8@U%wtRGl#KGI)_5&e3*2*7%z2$oiF;8Ed>4~<n!k`NEY_<
zQTmb3P4SA1`k!!deI3ZUP^)Z%vnW8!0?jm%%YhN}9V*Nqi0i6@iA1OZuLK0PAp#iP
z&Yfq<Hvf1LG3xxfA3>)c7!&h|$nDf3ZRU4-`{GbuqQxu)Tpfs1o`D3MpX1{@SBDD>
zyT4z9O?QWg=j-C4!99ZXiC^nbvTxqHr3KpE+&*QJLC=qyka=`k!ziH~S<e1?Fms-n
zNu$>pCkBJ9h*)<Ui)IS6dt$g;v+;5U;{lp%)iUYqiPqx_*teAj6HbN3gMr@OHvl3a
z*%87Ka-g=U>2DB&TFHXsj<(zAK>O0{{{FiCD|_hLXo&)w?{&<Y0~FrV%_}Dd8~Vq)
zOO-nvoL{+Bwk$gxtK#e?U9jos=y=X{WgK@GYXym1JZd$bD%iGsCPS1z3Es1ZZf<Uf
zIBmTo?YRe=BqB{Fh0$(ZHIRt6qtamqhsEe2NQD9!{o8Y2)bZMqQ&N}=dq`n_cqAs0
zz)zkj#HU&1KY^XHyE+{D+;rsKTq~xuj0`mm>TC5b=Yw%OMBq!6N)&Dj4~vWIfVJG(
z+e?By9^Ulj%NK>EB1vftjmPkH5<DZg-$yy4u#B6a<vswt=1;ws5~K^yEd^^rtRUBT
zPP@Qlu^4nLtR|*Tu9vd1vf(a{(+xL4m*(f=Ly?k_DlIExfF~U4A~}G@d;0U@{D4=l
zJ+jtmqe@U-UcTsfpilqR>$BZ{1$B$VO-(2_zW@cWyPmQ^oVk=aW>{s%vsrvVDiV~c
z2ag^ZpW@#`LldNIgtcqP)vTwgQa@enPDFxfKE@oKkWd`9@Dad`02_sY6i9vqAf6&m
zr>jfS($W%187KfEW==M0kf%eVnEO7ILLwh_Z^E{5KF8n93aV;)^MGFniK!1RuY2Un
zD9HrD5<35zL=@e}4mp-WHzL(SSeck+a-<y@gDB98$wS7*rmw#8lUHFLd40*C;_y#6
zW@DeH&+D6Ap0Dc2#mK7L+a*m|d7bmMZYU`gZkx@oE8Vfz#IwNEEg_fR?6=*jrDhF$
z-FSNwKY)Umy`*&}UB@(_NX_e6mh*Sra$aFTWR^<Grrlcf#~*5rKjG-n(i{(Co_%|h
zEU>hRH&(H`sEwIddazY%dv;obwcbMN&~jf5r{q&8m%l<zgxo=`4Tt0IQ)t5=WdmZn
z7b-iU^X7|$#i06FPP^%q6_K@(B170QgoK2v;}wJUryzvCfgPJ$Qj((E7D0ZYm>mcy
zG&nT$V^9#<{QSK2a-Yxf-b(1#ul`X{xbTf1DJh}x@j>uYnPgE)1uvLcN4<wX1@DH>
z<BS7hx^j_GBZN=)%HHl$FDi)p%Ecx^pp9o#X-InABLL_CFN5iZu`?Sg@x9vs*}srU
zY5FBPxpwY=px)5l?r%C;yak69_g1?&K~_P)jabZc-GlY<q-Cc53wRa&#O|rJwE$1g
zYi4F<mHQ*ctlW2ddU`&Ojj29UE#-qk3Bo8E75)Q{*2xn<@;(rdH2~eOa&mGy?yoBS
z*@9cCJXx=>ULV5^5O@i619mtu2}z==5?nGP6H}Sx+^ry<<EKO}yHZKL&fMJGc|}Ey
zwYBch7wi7^5_P@i0_j23V@Pnhiys`I4v++K@sF3=bQ>@us}GC#4jK&7dr=$|Z9rmf
zQHXy{0BPQU886OZ9v2-QT{s+|izXD1JNRtDQ20NGhDLEYSSBS3>#oGJ7-MzvoY2I@
z#mO}(3>Rq#i;LfL+F#ZD`TkO0mdcmwck!lHR#g7jNcTGofr?*lv+^k^iHv~5dJ4AH
z?7~8fzXRM7*H!}t*Y+<GsQz1Zx9Pfyj1{zFG5205!ApHp$WdeC;E+xckG&=6PHkBg
z{{ZP6OgH#I;*f+E7$MwvM=Ym8wyI5s4KFWmW>%JkjZKp4+3}(^$E{np4xw4FG?;_*
zU1r=-37;NZ<I95_ft-Wh`$Gr=P}CA6bp|XMmvZQ*#5t|A<FOcd6cw=`4S;W6gqJmT
z=6~BeIn7K>y$=Yu3oVVN&Z5@rmStD*+r*-wl$qb73++Wme{!t7O0JsX|2eF>s_Zny
zWOjx4BegJ*pTcY`U)Ny=Thd}Thh5#pc-MEsu$K!AuIl&cN+QuZ;tuz=8qQMVM7cF)
z0)yO))%NXb&ldIeC3c=Ln~`HQq5TQLrPP?j%hBA~q;ygV$-@4o?oVM*dHZfg+`qg4
ztm27Gej_S{z8b7uM9&_*?Y>own@G`9@%laozJ;4BmzCFf(Fb$c$Cun=EgVO&ys!w_
zII$=U$pbTlt%yz?Uon0wqHdY|`na$mdm#BZaaL}G%%h*_L*&##T_1C<arfPe)H3_<
zN9TRh>|I2Hyyjm6J7?Us+}r(PnmxMDEMjA?@0)H#KNMLMnVWfz=~pasBhQNb{%$&T
zfwd$4$PuIV?+WWa{(;=h^phzLT|GT5b941SeTD7qqJU0nYipZK0sV)cUy{j?rv)}@
zP8A0kJ~%vF&PXReH#gYd{|@v5q8N2=O*-$~H6F<Prc|J}yEcmL<a8o!Q)txh3s^K4
z;P*Wu9uv`3P{d0&s!xQg1^}g7LEOgpmOZhxwM{|~{|rC#?`;)svN%6Ik{%V^yO?YH
zV%U{%2``|jbYm$czIv(jV&mc*E$Jarj3HMbs1&wIMeB@k^#O4DX9sbz4P#?pfqsX=
z--d>SXjbwTem{A2<;oQ(L<Eq#lYtCCxIhQ&%Pm1_5vp_TVx6zy1Tr<QE(xiVB8)cT
z5k=5`fvt<nZb>T1+#?US?d;+bun-H-8A#J}TsvJ5Av|FL(&%o9HVy(sx|MTH2G9V%
zrlw}vi7>RPMCIkN9IFUTeID(J#d<Xd5z!S@$!C4v=)HUWV@o865265-14jKY2xVL(
z<pGs?%7kPfn+K|#^ZC&NKD*^rK(=tcf&r)wWtM|h+4YkPOYpU%u$-|qu!#{;Qqo+f
z12do=(3y<R>lE8F9CiVu`P`M~ZRtCA_*FbX(s1d%3<b2*)99<|d+f9x^kV35q+I3$
z?ZwqR7iN9!oSq5Ky@@jI08?na$WAME@c}8@`i)w$5;5v?FRY-J7$Ms3zyaF#T|`%e
z$=+gi7o(ACIX!-$TXNE5*;3Ljpn`T;Vf9Jw2S<|%e~SI7Lv$74KE)*q)0^yyjw8_u
zePors@sTCu^y{yDX86Hzdz+p7q~2@jPW-e2|LC^|CWOlSnDU!=j_ulmN9Zn-twCKx
zXX&f;=@T&nS6&Wt(LYRjC`<`a=-}X>F;VLLmNo6g$Lp%q&SiBj5HgSi0RbH5oGqwx
zecx-Lhz}e65+3deSpb7Vyg`G0vmT9ibHZr@HzgFa*MJ$RLE{y62rHeipSg<yl&TD%
zzA)tsQ8DnOp%E;yBX|;W<fQ$33-NAv7@zakD>is~dW6w7Qc_ZS0doBfO6cXalF=iH
z7)W4vu}XX2O5c(-5>qJ>MCYeF67%g*FM+yk?(aWW(ibW&E)Ex`qa7Up*4z%Y%)-Lr
z59knAuU-v<rz!ap;uQC}2@YPsr`cH@1aCrn+<wX(HJv~~&KKh_e=7!3|46>>ZP<!Q
zpK}`huy+7!BV}*G+8@{vY_%^Xldds>gbp6?-;dTqs&Xt*!=YSac*&iGPROF&zbD}a
z6;)KUb#>*kO>`H&Q6_7NOGwbkrAYg#yPfs3St?5r$;!IvE+j-nDJ7{}%kAMx4M3+`
z7>Ii$R1pYEkPJdYLm|v<I`{II2XiFgN2O4apo{rj$rfZ9K++#6Ws)_FjoUy1^XGMt
z-gluIPJvoX)2{%;=tpvLPrj}Q-gA>Tzz5n~*makq3rk9J1{MnM*D;qVL#sav8skvR
zhstfJC7G+T?MFh9a>Qv%%E1wxp^yW$tsZI=)z@-`2>Fa8NItu}yDP%2z8haomosvn
zK7ESREdY0)qoRZy9XSA6AnjbJTeuiWz5=owcI)kMX+XlcPB-gOpdF02;ZFVZ>0>f7
zPe2CUSt_h3NI`ZzKhocI<Obo88q~i`+c8PzacUqHiGo4-b{iAI7@tz&9DRTMAay;O
z!-nwWv|FE@Z3%6<_S83O*-b$~Az@K1r>>44>C5Z=j@CV$k;~}+91$U}IT_;^%fP^Z
ztR<iyh}4LP2)RJT@cuk)!RnKBPN<ZE0s;b_2OgK2PI`>`(;Fc?j)3i;v^HjjX+f*r
zWTFx`=^+GFU%K2%`AqsR2*)=fBFLNwk~ok$4T^S(EUwIgju3#6*}1vybUA8h5eEd_
zBjCsd4i*!L=_}xcAiC@K@ZSJcQBqO@e9&Da39E`|C_s5NG&Ns<dgATlLrg*8)%JyM
zrx9BnD*vFRi(0>fBCZUB-TGKmyxV!yr0dDuq=yKFX^Ws`3cMxXhpKC{IuvqvXpd|L
z$WOy%Rw)*fz?VCLbAi@=2Q<G-^_uFw6$S{i{P+Ze-E8~9P0)FojLS2Z<5qOx7rFto
zA^L2Xv<?I<2c9ziZ9ZjXJWktHdh*uf<6Yj1BQ!9AAaalKV0NDKk>$+MF#!1;;07Vl
z(ZV1(0F*}<40%q=%F$OWepzt=_z;{DS`Z1Lm;W<gw@tCamR2m9nUbZ-63Bk0YT0LC
z4I%JgfT>qG?xp8XK#fAsFS+<vMWe=^bVX%lMu%-3pq(8+a6g8JV?shn0W32#GQ#+7
ziVxAhAoD{O)`Q)Ed9FD<J<UJU6kuUz$GQ%Rnm%+25bgm7`T$}gP;;2WoOy!p>gww8
z>C-kM8dN%1f$o$}!1^$&2|&03%8b?{Obbg(t<%FT(5HeUB0d3eLo7CT@tB_;G{4h5
zGdDDBL5wl7vJVjj0`j8&Bi4I@&EJ>SFU~gHl&YQCLEoXzo>zoKg%6qL!Gi~P9zDMU
zq7;YqqK4{TQ8|#y7qDF*f2BZS0S+dom<=#~ce&p$IQTvS!G;Sc#KpyR^z<U|Y7266
zH2~is5~Agt@bW;GUrr7kboDEi9?Sp~4tni}Wij85`!zN;Kt|$kK@AHI)=<?f{6P_C
z{{i#?mE!^`1f_eS5$ORL7L8_Z(Q(Fndt0{*<Qt$?Anz;X>)Zsb1bHN28j^<Nr2vO+
z?d(w7eNEdzA|<>@z2AmMtKmjneLcI|ITxY|nb(}zmJPM-zi2sYT+n#;jvgp@5;`1>
z7SmgxFOe(}9|(SsY{}blZUSLzDVMHX&(&!`hZc~#pWki3=mwrLF=DYRa$*v9Z`{xT
z?~6Y^`)4363LGp4!}{@vlW!`3bppxy0QaL{wO|i-A}%n)_<dl{;98k*Ju!uVci3*B
z06h~m!RY`J!z@yREPz+TlZ6kcqIVFx+<*Qz9uv*x1?wA3|G<WA@_g-aSP~Xn7abmM
zqjEMezP6rKGEoQaln7e$v+0*)m~{2frc^T9U3S#f)x~vtl8~O3T2cU6X2#$bq>Up8
zpD0c{v%7+FBd~?LjfyIdmor!hT6xze%dyN9YEHLrgQ}<t3(i8|TYA&b&=4p9Hn0?M
zI6+4I9O+vTAqpNmZ#OA5HA2{DkLl=wKq=_6X6x6Z$3Y|zyny7^lUOr-L?VXQdYv<9
zb+oNJJu_nn99hiEMxtCM=NcG|23sD=!{-)ZyTCep1r4)1QE*afQhZ~qEHpLsshaav
z<1IJuQ}I9Z^8%nzf{YBg%#R}8Ie&~<d26HeKVM{^;yqju%L~M2<8l8rSm;W>{6bzD
z@r`)g|G##={o@VzuV%>qhsL`9M=x)oq6~W#qKpmF>^yKG4cPQL`uYlr`%vG(X_Ko_
z`$45=AG8RG0=?g6LT^!^FZB(wU(*62B6fUbFUdSl$LDr@7$8s&7MV-H=`ipDt^+ZJ
zTK(?bJH%@S@#scNjx6C=)L)aNEk8d$4nW=N>S~kWd{3|_A?J<tR5{rJJ8KOO0-GOD
zY4F26GU^0qEterbZZg#W9Fh|-V28G4Cy?@RK#a2?Ism-&4wN&Vi&HCvZ+CsW0t~TC
z*8({pY<ispacUM@f`*PrI$$_+*!j(hY!wiX(Rj}fNr1>ga*Uu-S5*83nr<YsAv%=b
zSulLDJapItJpv)~(2xZuS{IbGIM-uC`Ao$ZpwDd{9OV49Y~HYV^w*NAas+rFH#hew
z>-T+N@Y|<5oduxUNsnTnqeHdSuJgDFa4>D`sSdzvTpnlpG*if6B&4JsAUoX;5cmk9
zJa7|WFX^&n;JNDoDhi-YaATsX3`$Lsh52}SIQXKZDr`+*TSu~*t0n1zoZP{=QK{`5
z7Z&ykUKh&nJzACG*~B0oe#&bP#ZqjntY%=1Xt3L$Xv3a^S|0W5*BfTMyRaJpNrtzC
zQh-F#4&FcW(tCfO(fHqIB#$5o@J)S^&!8>Ifz*u8X`9(s3|eNK%f1pGv%!0CE&{H=
z6t~Ly1!~=|-@hB-p}}UmN62L`W(R8yETsu*)=N>*J2B5q)0ru`>^C1H;sDU~Ie@!*
z&^thcFA1KbAFVjzaa=7R(f^i_;BGuWJBi|UdM=Y9PRo+C4;Czw@$w>7njr3d95}z<
zdSxJBP|Ya-Bok=Fr0<PTPygeigPsnns@GqKm)SfE!TbCCVb+i>R##W4#s)!(lTLgO
zps=B_@c|*>J-&Dz7aS(NJBR`YEg9!<Q-A=PdV1I2gEj*gsmW!3e;>g&h>2}|y#o+%
zC;XnOCO6W{L-x!@)d8Von0Hcga)j_3>VkKF_{YY_qZqWWqrelTudrQvLPg~Z%Z{gR
z_c{-lL!mM)h|hKH?U{8yP8{K75mOrwP_uNxzYAaW&%#4_YXitlJ!S`OD?q*G&eh-p
zMNzZ=a}5QL)yy9pfnfjZ7k(_3_O{|Vz~rU{a7BLQa>%dChx(QbZI7hl06dm-<+atx
znt13$YG`X~k3|5;NKBl$+i1xIKojs+IQiz^oc7m^N{vJfEI%15E4H!miu8%=$r@`k
ztGSsoApwCHXgC1>{<3mt8X)a72!PF;1`|U=p)6%qS3y3AQc!d$i++!tPF~paI3Lmr
zQ!1C3o#m9!!oK(B{5W<6F-pP@&xl}KK}RZl#1%?5(veVeJ<?5BoTvqP8sou(T39jv
zAOuH5#>DJE6}<GCBpNO^X&H>xbbG3a-D9%t+1c5vqa`_g#ZZ7Fz(*?YU;-h=2ENOV
zjt*w?iLXcnh7APJ`rN3*tzZi~1}Fusa$$mYb7092I1(3<k;^~p4X7cC!-fh7oDPTp
zr?77`l?pxq6Tt)c1T8}p#XPNRKq+Pc<|P4UZxV#ka|9o?$2((`3Br{I@M>qUF5|Pk
zdoPtJ07y_dUChbJsn}$=4$6@E)A_BL=AD|0vmo%AS^yP<>J?xiuL}tQsZ<K;F5%!0
z2n`GK0FN*5hcw$0h&<#v@Hwo#A=k>CltSf4NF?ki0U$C*U@-=ebwn%j2Jy^U93UQS
zi&1c`a(w&t4QXaU*ODIEk%)E$f*oWf6kqgT3Th5Xb!l-|uHVss#|23{3>t}D847gZ
zDQL6m<o1HC&iZ;M)^39M`ExAjQa|!N03M(RdbP<=t~*He^v;LxngR*hJZ@s7bM1o^
zHVq7u6sQbfIJi|b2$&8)78&E`kqp`ZyQUDx3{Wt2-vUtU0=!tV`D8V01#l=(05wuw
zoB4YK8(<72dW2z@2|IoZlIMUm&NN|S7(b<Ftp<V#z#trReDiNk7Y~n!5CF9jnqZ)}
z-U$#ODPV7SD}vzce@t!vC)0W<gJH;Saj(W%pR+U-O#(?~O3@bK`)Mzmw-l=J%fCIs
zg>)jG#+HpeG8Vh?$yxuqm<xW@ic#*q-%EAd!EX9W0v5%Jd&JMy^whup^KRdtT%6O%
z`Bi*aZ^M~pdQs!V!r;|}u_`b0!b#$C%3;@W4wG1XEPu~2&OF-o<3Edf==u%`Rl^!R
z(>J!G__)+OnmngTR!aXV=UYKAUNQFmq1FJY)_5YXT1#H0TGX3O{2*Vyk-{c@*~f8Y
zorON`){cK}e&C6FGc@(q-`o}Bn+^qIzy6I7{jr;Y>S7uhG2(*%u@vFKl$q1V1iqSk
zJjRuuI><K31f>U>f+cOm(<tXVuHM<Nd*;OJQ^Az+Og-v@&XY4WJ^9bHXNdz3dK!yG
z-9<k~Nc<cf_qlG9WnsD25nOh25v2=bW5c7VoM|WM3lEiMp~%vj{!A20Die59wN1xS
zu!AN<-^Qq#;br}^I(D2wj~i`7RLi1uoIqA&pI%z=vQoxpc$7mI+cRR+9sN-)-sz*%
zqBqfSOv1)btNrUwj@crHb0`>wFoHB0ba>V~+pq21SWTsH^<|w1Mej~*EC|95ymsQF
zu0H*&<HM_I)}#c}jgJymk2&2F;;N#`U-}LHaPa8B4Wg)snj4HIHnwKPsrZkJA%~0E
z>!!G0@cdfym($I{OCtv<ZYy`D2O6xnwS9y*4-)GiEX?a-)GYscY%$+<=Y~X+#k;F{
z+A3dag0{PyKVXs0obO+M4y((?96Xi!I}`8Eo1ST<Oz|tGtVEUgyQJAc7f!?pKkTQ2
z3@zLyQ1#yvFf`y7H0j&Ye8aeM69-eYA?U$Xwngu^xIsUHVcVXJ=4qn>vC<RslA;C5
zHUl7<)%g@Q&@c!;wEk~y5DNpeP{lrL!kO;*y0x`OBRtZsGBdLxzHS%NAYXWF=pNTz
zz+vsiEgeYyfY%P?44d?uDG?vvmq*^3ZOqr(-;iGETJzU;yB1~KqmW1XCvec}o(>o~
zlHgz6uJTY++vD+7@ymsAhuj<fu6Foa`hI~T6AvYP%Q$)H*s)D>iy9+TKiiQ8OLP4)
znt9!T``XMIh4u6KtzO7sh=dNQp&k$(wDA$^aW+_rdcTE-f)w)CyltVtZo7&zT4J8F
zMBhNLE?)DzXvFQ@^_;UR$m2eXAo?2%0!AMd46lx142kBNQ2x;i`#;$dkLTNNxpvK%
zkXFUUzB5wZeP_59c<@7U_w5ItvnP?otoi;j(f8Iw9+(6!2hHTsfAaUIWI|7+m{Vk2
z#E4p6_XySY@tQPZyk*%^8hq1WYjMWY>cta_6&t==Ta#ojw|3>;i_7>#&c2x6o+xE2
z?>h1%7JZ8^u`M=MPMJRcAC8?OBTSf}ngQ($_+Wl=J=KEk*%eVrxnAP2TuyHH%FvT@
zGs_CK7&$3n%(L0>qCMV;f!Gm2e(z|Cj9lMk5kK8MJKSL0PbF50W#c2^7NkKq5-Xn{
z5meq#!ZHwjSfs3iuTs%F@~5fhZNKd;V%yg!rbSggLnTBTn~y(P8@7FVK&Jc*#f0mo
z&&_0+YhuG?!{>5e(A0j{d8-lyWq*k~beZCr$yv%k8JcD{W}^5+j$XnO=RvFD9X0zq
z6F2T^a|3!$)@mL1v^+TGul#Ij@qv044Zx+g)Ep^SCu=1zqrzdk`U{{gSSEgI(B~TU
zQ`xSM`9PloBtGb|eF0V-5**A2wgzHiVieHQ7{Qq@pQ9E4;@1D(ZUcGQWUMp<Mj_y%
zWN|pGpCX+fK)DaGuo$fuB|+K{1l5k3##mchX1PcX(=UyK%4rRF-G8;wG)SAq@wh|-
zmXwy3HUL@i?Brkp3|A<RDJgxx3fU3Q+j#|z>!)!})h8g*DCU)0*Ws;a;2!x?dV%9L
zLBkd9>M?w#Eg)Bm&8ZiNqA*fK4e<)B=H1!|%lE`YkcQA~mizvAVyh(x1`(>3Tl<8N
z2qG6+eST~Vz1YJIw~Mwmx*Ab%900FQN=SJB?WI>fbiQG&&bak;T@u5z;3bjj52DxB
zFOs19_wVz8jw4LKYd*mRz!TUv%9Iz8s|M`v_83;QSaJA_q^qFLrvRs~-0cy87h@KC
z0`>)@Gq$jR`V%@)Ly#AsVet%M#Lu1ug5$^H^w8o735iHiRBY^TkdY7{k#ZImbn4^W
z&K<Nb%FD{OM$Kyw%1;Q+1VAmhg@roJfdn9W#UX#cJu3t)6I}2`nVHSGu`U6#01Sp$
zlmL}-JMR8$Zbp3%)i)2W2dKRlj4UDDuDoVKrX#g5IiN?_>dv)*s$gEIVSGFmt{yrM
z?$W+PLyBODd;{7SL=E^7!F^!L_)KOHEQco`<^6%2#<ltL3TV$=nMzEd3w(J1p~5Sk
zUjh*m21PXB8WDiKu>lI0Q+VD(WTvV;k^#0II;dtSi0$gbhY#<7#()t3KJ7O6^XCsR
zXayFYThIz7U!ikFE4SO|Knxxb)DD2jf#r~|P%i;Oe+<Tn-Cb+Mwq<E`p{A0Me*pbi
zQ%qM^XeRps6Y&QD1>m0pcy0{GN-fHsd)_}_BU`tpkcc}~7-8SaOX)EhP5+7csPEHZ
zPtXwM>yr-$*k8ouzHt}&>bV<Px%S)WzjC0YwWWGI@#@={;+*!!p5vzUv1wDK3fXrQ
zS#?b>Jy%)G<SNLE<qf#|DreJ2Cs+oQG-s0d_3SCL244Q=l>aU?e$!@Jad~o$GD)`8
zsK4f>@ThJahm_5pT^2|!y7V}*YHD$<9Ubx<vFj0ih>eE@1VQab9I@gsQ6~q$U6eAZ
z56HKiq-1apI60}QMPQA^T#n|xG-(S4;3a{(LeAE<_!ziszxM-@Flk}aiAtqwsHl%d
z+3nW9E(4OLdiqrI+O=!Tpf*Xu7L@^vPQ}0=br+ZM)!giCDoit_4ywDoeOqZSg?tTL
zCj)#ZNnz4p3Tqu498^q6%O{KSZImTQRy+AjCejC_O-@+Yx3!bbrF&`5kp+-rk?Wab
z_?Is!KoC<AyPFMI-)w*<vS|E7DFP1_@-slIVKp^1<<3X>(!yzgDKkLdPX*gZI`kDX
ze*WYu(rv?nw*_fl9y(+4j#X+&DJdDyw$Es2cm+QIlbtjeU#rVOOy#he_s3(@fwKWi
zCi{R=$pLomhutG9E*^Lc!(wt^kCSzDEZ^e(%5J6Sx$r5idbrdg5s%&S2ZzgXVe9YT
za*&(k0DRLa2x@74hdx3i6%CE7FeN5B`gd6I6!7=S!m2A5=mkK7EE;(uSw6n^9QK=F
zPEG@2`wDEfBZ{4n`TAjhW`#)`o$Rjxk&##%E)ZPWJGL|h4Mpblt5>NXK3ukeT|T$4
zkOEd3v(-sRziG%fVT5gOK*c-_BpSRGm$jn7J}@6?I`i0XYQWF>Elpu2O^{YGmk)U`
z5bi8SeNW+cpM}T7{Phmot`2>JCTc%edr}ZDF=#C5&UC`Q0ReK*-$A0~ZMCyf04|e&
z3#cPa2PU8+Q*m>@MP3f1^HeZMg<3?F&qG2Ci;s`za6Zgs#JRH!d{_a<RMs~B)3nv1
zGU$}|=cx0B2L~s>UQDh&-4?;b!AT91CfBAEO6g5QEXpu>J5vmq1Gh6|YD%LBSS=)$
zRHUPU+%*g?8swi(A54KyQ3eQK(@u}93mJHl(~zf&Q17=@j&eW}CGO(T^O=s7=CvMV
znGlgtP-K8{FoQ|IBNYnI9*~T5FiO{`PWt*TS#yNP#%94&3Ii9@p4u&ok~AB3LE<3J
zldX+6FaY$VaHI3kUCn-v>TDBt&MU=1S}MvdGys)YYG<>L937qB-J>QsqWpj=IvVde
zMfUDAkKtB({G*`ksSPng7iWVkiN`vCpJ*9eFo$?kIG>r(F<lt=a75dDH<h71HsOvU
zTYgZ|;e$cpf4~=r%XD2|UmuBll;`FX{xHo5lYQV>06)lY&|fYMK|O-nQ3t+A=wEO4
z$w<g$RQ*q$7U)vJ<S9IE;6@;0h<cJR|Fj9u@=xOst+KsK$oT4CUV!(|f<aPm`)?76
zXY5cnK%O%<HwU#0NvcJIY9!ER`X6m8O*7zHe2vIGP!S;2kg~A!;~1NnJp)#k0BqNJ
zvlf+We@GiKS^hVpPLkH%&QATv2p;sOK*$IZSJ?Y3n|w@8Ozgf8=Y;sOU@XJ|#zv38
zG7M_3Xc`A7DB!;#rJ#VuUp-Xg#lAEQ5H$pH24NQxK?yS)&L;y&BXeJi6#6KCpat8|
z+L}Jb1Fp2=gN-17CWtN{7#R4K)2^em2BaqF#UYwmWo4!Co(%YF{1a>6mRo-VZSE8V
z?4;!y$2}^r!Zi;Lg7RSuR*wd-dW!>|U|?lkfCC3MO4FC&z=52$${W9QslJmLJ!@zf
zEB&dOn#3lv8x!f2(>nZ4K9Kphd#NP46?0h6E3vU;Hp?HBKPYcJ#g4Kp8=E9*ILj;h
zA+&UIWPkXkbHR#dfvKZx{NT*FgB?sd55Oz)^x-WoZf+qlF*0J}7d17++TF#bD#_xp
zzR>T1b{x|0IercudJouJ(_m8vi3-Z|cNi9J9LOj&?id=v!N9;+pR5TINUQ}w4*KR7
z`+H$Ogu|&|P83uv0ci1h2L%Zxc0W}4(gPFXFX2<w7rRN|v2;R46gDvqgqPL=11$fy
zr+JlQ@Wm$>rPuF_gO)LZK(@e2_=wrebFUNnooT9NjO66x%wWCvRmty-9Ydpu`N?Of
zb%3esUA08^Tx^-_Ztb8*3#U4&)#ePA{l(6~#YN3X;&A@#<D8?M*;pxBHmors{hX*w
z9DL!<yH^Yz@J17lFDLj1X$+3=1*)LcYNw)guxCiXVc0vZT3G6GJ>R{|<MxYip5tyL
zFto1?czS47_emvTI6Mue>*Vtbayg&i{`&nD%&2OEio>^$aSb|%IqHm9L_`vjlJ{Y9
z`C9%4ZmUvqs(c0v#M10-0fi9~7S`%YcyVkB=?2UVUAdYsVMKhW*z^%Nw(9HaU)K0D
z)WBZE`C9U{F<eS@)GstL(mOWxZ5&;S=}6(F$Hc_nexeuM!lb&7jjdpy1btL!9bVc5
zqu=-5B}M2c1rhNkgG~{!Izo36uoeu0cWr=Y;5F#!zBDo!{SiZf(|@;wFDCW!PIOER
zh;=VjRq^H0Wm^iWV2gbPd!dKNRnUA>Wz*0><gM@Sma4JlNFf3otgclh44X))$S9mA
zGQiJ|dRt8hjN|AS7=AQu0|Qt^92;Uo;I#)_tZ8nZGYRIg<O?Sg6PicQP2lQZxQ%@e
zRPR#+sSRZ6I&g5nL^hY>t~WgKOT!Ba>)HyblJ3a;5fHr9se)7@JIkW4r`H6`=m@L|
zhoE_<Di=|K8xtI6e|)m@#unT<dJMAURaW=Z@t}LH2LKNS^8;X{8yNuykDZ*!5qq1Z
zh>V(<Q4t<0su$OSsaa!yiYqwMXQpaDBDY&u$V|xVs;Y6b>^}edtHE`A%^z(aX!Zn`
zjW0h8smF~coOtRs^m<dmZ*zTLG{bA>C*MG9sc`3ehRWV_b|=B|>4N9}^al>@w{Gao
zmtLj8SKV4H_Rb9w?0s^O<ws77)0KG7kHmBfKBtN+n>)G+)ijDzpR6`MkeCD4MBVVk
z1({|$!OE8C=;3$3$=DD`DOL*|(1`_~k_2Fgy-Sj2(DZ!Gb3Os^m+0_eas0=RSCB;M
zURYYn2009rzPs>gJ;+@6`}glJAK*lgn_JjWX8TW%sNsW4>9YDKkn=qur$VM`Xqa{J
z*anWXbM@_OpTNLm03C=E4_+Jb;UY<IvYPvr=LawlO;1e)>&H_#aKEr{nOR(nq*!!0
zJ!F8kbE@pM4H+{q9fM#v2e|1tVE`<DkUE!%v_AKuv7cbG>X9jxz9R;(k92u(aB(qD
zIKVQe2vq%+SnrZG=;D|LG95uzK*(idXJ1;$?l+Qp`jAGw`YYmYg}wwhslV4;6fgte
z_YMhp04}(CXwLxF1kLl7PP}?qGaTm_1xyJ^7T8KT)7fR<Sbzc*3HqvXRs=*zo<=Q@
zlgsv-Q|`5ciQjxPM9kQkPL#9cFFwi#g8vHw7qO<m%>u$hoYz!f<1;yW{T8h;d|~<c
z;vzo3pn!TG)oZ$mwgzNV3_`*Vh()P1S%7e#;8HM0DIg(*o)(hc>CtMzv^H#xl&V<d
z>iBr@Ik~L4+)VgqRQE}5*X!(`qwnJ>Wsz??{VMNh)R8{UXA%-r&NZ(+;Q3y+&_?~k
zkTBm)r{h93){w#WnkM!}2s8!iITdc4STfV%Z*RniTNmObdC~EB7D_Bl#Fvc*Sx`R<
zfY4okdq=x*2<z93Ra^kDI>|I?GHBLb(dqn(0IabJyCAqx#4ZhO0u(;T12^v8B?Hes
z{3*En)9IQU8$A&_8F)Mr<TH-ImbhnVv#fJLzx|taG8n`aXJ;;VclXqOBk`|nwUCa5
zL`A`Zh7Z)q<^4BVs+QK)9yiKo&&<sl`;$r;eT|(gpr>$KhnJq5n%Zw=Foy}aDR2VA
z@p2aE%&V5ZyObs01~KE~>r1t(NpJ+rpun(~9GXPXU4ZiWP4X#Jj6^Wm!6>6oSlC1O
z<KaAQuNNYh!-dJvh<IprMa&=`0mpzL98T#FNbJ6kkMHm2ClW_D%8ncl0OmG!mt*GN
zF|30JA<}6&kYAy-kB*Dm0&+i$$Xw2EUIl_d1_U4C=K&U$yq3yir({ZYc3jAZV31{l
zzlL^`gWeIe-=S^y2QVKZQUHip?$y%LLgq9e#6aQzP_)Zc;1|r@)&~O-&}y`Y9Re4r
z1AS;9c^@GpA3HVC0=v1Or+TU9Y$YNp+Se(54(oipb1eY`1H>9JReJ?eP&-U%+_-(4
zx>&98t<}NCB;v>(E4R4~*W|*NCHWLiui93RX{5}4RyI5`qNS->3mv#OVq$Y3MNGqr
z^4Y#agaGi%cP&|`%2N6J`%6B3c>PPfipAWVe1V?W!&}#2k6wQaZJ^HlUI=P8qPbbm
z)tzTtT&Lz222VWft6T2;xbJ4BJGXunuVX(c^+-;t*zsWfH#E=!!OILxmV|{R{Mv1-
zO(^Hk!%U8sLed3tu`oyk?HWmN6T096D@cIO5Q5j9h6}q)p$s43!FCCN#>OVh@o1Wv
zi9^RK7fzmOZuWv6D7|j$Lnv49XByB|<=dC8f|9^svn&g!MA>9w40f)C?!&?TX~d!n
zOIHBo4%!o+va)CaYSaz0pNJ)c_mP~9EfN$Pgk%FX&xO64HwFwK&up9n8G!Nexd|xl
z8zcr4WY`PL#N=Yp9soSxcM!(|2qoAmdZ1VhSJ=@Z)dUES!#X8RwmF=8@lsg$7PvAI
zQ3$L^J5Y|W@KoX5kkdf`-6d^Y0Zat(Apqk7AVk%I%bLgKxC?^fudD!SWh=BP-dS7!
z033Bq&+N9gj!pyc;~V$x=|OITF}@pib_ZOS@&RoDyO@RN$!s<j$vR>GGG0$xyB;D?
zsn`S;ns3OY35<JUa$tcGQwQV=oJWs#njV=i>ZijdZimJ*gf2)&_hi#$Zx$(M#bYvi
zK>HL@oE{t!BAX!}0H%)>{UT25MLtVQMr25kmNoz`eR^X9D!gy`yet(aaBv-%UV?Uu
z)HnWX;1BZV|3-g^*XCx5l~TIG%L*}h=1}FZqlYvJ;W3~jCnt->a)iTEe(>-i;$Jqe
z+KX`YF_N0YE)p&Nv2D2!0~T7OUI5@thU<5T_<_x8c65>oyl$-0Ar$&n+UDj#&~Pj<
zpM*XAFwz2(zjEl|au|(+VZYl~j&<9(n0Zh4@BB)**1;bu1`DV=ykZ}yY|_$mQu+b{
zf}n@vT_CpK2n)Abp^enkB8SPqa39Rd=qf3^K5c`9a`VxnM<C&-CGX+zx^jUt>6nkD
z1V|_3%zAKWNMC2c;13gkCNg+yAlNibO#A_(?xNBV$H94Ka+Rg)_&Reb)a;tm^}cJ=
zr1lS|uO;*wK`xsH9qk(78#qFQ-}`e5y8PC(QIR*bkY8&#7QeT?!NvI*;va-w^MV6M
zD$*plLn5LWe+6DM%=4lS9Wi}OD+QBfPQQL4qWG`&63(m3Z;<XG(z3Z8f&!;%{qw~O
z()a%y9>jk`^Zw2M>_+|n`1R2I?DvP}kY#9BsJz{9W5vD1Q(l7GFC^rJva+(0f)HHO
zQw-?uLllA*?~|9uaLe<uC%@D{Kl(HgF%$G2{<-KoPcHrV=T7)<e0+oQuj9Px9;5%~
zM-$R}U;VGYKCQk0Lfqlu;S{*vA*PW01G$Qb6Bz6P0Ms5{N92PB`Mnq1E1O=1`2cX*
z0(J+d&Pb=90hCz+LI*kL)XRvxb!2a4&~UVv7JML(a<yRhff*A#tn)AvUuZJCokr9P
zTo`nVFR;IP_wwVh;nj3ONj-&xqx%*Ud7m)in~z^d9dg!^@Ig8NPe<a_;Lbcy3AD}3
zIv~Z+Gq$RccBe{_zz}2GbfcdL0iT|(ZulY3GZ`5fFy(E&+WUKykNtyR=<-tJmLHnI
zt{A>7vF;L|7Spy_T+(3Lz|(geFnIW*i2E7IKKIEnS2OsRkR%VG<4~Lf7!NAr(gneT
z2QNTfgvR6#aA4A?6yJ#zN9BVl1!M{&r{<gk&LIN<Q^UjrX0=jXFCg!085y;LR?!Kj
zMj!rfQ{Z1X-UU#Dc=F(2FF|k%C>9z>#T|QicudXDe*!WHKEHX8>|Ylzfd?JNL5W~2
z1OVLPSQ!(m`9vR>hEtF^R4Vz*H%HrZOYrTQv;CObC8Qj{2nLu2wZN7M?m6&McBhn>
zjz&Q5W;RU*coSH;o}qy9`Rbb_a*h;2*dg&j_Lzghe2p(j8W}({o2Y~<)qwkaT`Y%$
zQ70<|`%}-<oaCLQklp<3Cad3*lSHVfsEE$NbF#{0Hd%d_56nQjOr0=og$$8_aAvhW
z#y;N}-wDzc46OQ9e?=x;AUVGSO8~&<t^IvH(8-Q>p*!{oVGdALFWVp`9$ZI1K&&_g
zfa$zHtPg+h1v7t_-^2Ge!3jeTld;IOD!>a!l_GHo^d-;=2XfX78WOw3^i}Y9!1+xQ
z@#p)a=EyiQXv=KyZAdNFi(M}+w1q5|;A9SDtPU9C13bJ|fG5D4Qy?Q6Fh@)8ogq_Q
zP<lJy^;&-Y(tz~MXZ!vbP7jmJQf2|1vIsgwS}Sr$N5jrbNEN~_3^5y{quNS?mEKH$
zj6c%RxSg($+nkimn)o3*<leh?=>2OdQ@o8|2G#PLtFzIF+)9FUKNjrBn{)dH^PW?Y
z!2c+DN~?5&T*S-;Ob;{svAuz8EOf@FfG?OvwKN!Neh;VxFnXBWSpf1qsFc5uacNld
zMPM%*l{@zU^9?R6btj@iB~1h^Au>7|IU5Q*ULpbl*MkYJ?!&;7j7;xkn?tZ2AoCAU
zR}-LyBD@vs6_#7muTj8bUJsVzrO6sz2uv*i7vSb&l|YGslP&Tb_lywhECh`NC?|k6
z9)fg02EYWme+aXLhlrpOn0Z1VBv4%_H{s~LH89bOI89&>UK~oU;YcAR;%o-({^_2m
zCh&F`u0h6&q4Zk8@DmEOaiEgE_$HYkOSLEBha}~#=@9cv{5YaQ%?ukoyYrUG*Ivzu
z$n2~+ojV_^T+!ROrz_-T&7UkvF}tqb5>;bCTSZc!(4LaB{4o9weq;6W%+a>rR-f-k
zLvx1sr6pCxp?Im$KffhDDDl2&tfoAtsn|48IWpIP57Y*o1hB0hFmME9zzKG)a8BCe
z6Jk-Ixb>~A!WRqBD<WlN{9m;Fd03Ba8#atKASseGAf+gg<|1jJ5RF7CO&S!H(u8P0
zlIBv;94etSsx)Yxq*1dZn$xJzTx&nw@B6Lyd*Ah~zt+09?cTQM>HZDZ@4C+OIFDmL
z_I*Dz3?Js^I>m@0=Qxeq3v6kxh)580$?#M=GyKbK`HvQk=qU3poKLjt*B?bg3XB>M
zdBcY0K!C2XUt&kR22_YtO9=@Nw9rIt1@RJ2(%+ws+jBOQmflCRrU??`EzJ!eaN~iz
z(n#=@?QUvfgtk~vkFWcqiMe^=YCd8HP6AUimcN!>B-R_8pWeI^t5U~OlJ2Cd&#ZYf
zt&_=(iLDX-8wa0h3K+aip_);1-oCZe=CGI#Z`LjQ{_Ecy+~2SsV%*Z>JNs=?c?Xk(
zh@pVV=Wad>h%jxpIX_n9GjEf1PlZR0W-(*(($>ij7qjRu>K+8J?H(M=BviB{3XOxq
z<hN*qtY)z2ScD9c4ecVt_`@Q-PB(F0MUhbe3k{-t1_<+gYz!19^XE<w*Lp`?Mq!Fl
zm6VO3;Xm11_vK68Q6iK5l4GNeM3ZQ_2pWZZ-85+l_STvHUrI_K?o@Sjyl?D#nOJmX
zrk$L3bBQF6PI%GZN=r8v+bSy?Gb7-Yo6RrQkZGoJ<V}8uNzV_a6lM`y6Kj=kvDPYg
zRZcbdat*plouw@7=;|^tEO{z%v-!01^`fc!G3RgwnV^VXo2~Wcyca|i6u=4oS*<~5
zhCI3D)me80@V?$&4Xe(>pS0cG-LY-lg4E64>gEWV*GGNKyar(*iC`pshNAvDcxub(
zmMyRD;g&J)KhJlj4Yg9PZQnX3UX^FqEEEejD8LM$@sKaU9evUBBs}~hNXdj6=rxjB
zxUe7LADV@Wu`5$Q6o@bg_~6~K;)CeVsDDtp<7R5Bp8hW?`TUDYpWbZDlyeULo%$qm
zB&W#imZ(sg^O%Ec%ABB4k<9m!lG$5X@8_3G?<?bC?(k&Mqz-lbGGRaB>YJG;lxg3a
zw0fL>C5w<MQSgzp4d+HbD$xT51z~_(;YdhR9J22m8cuR^J*z8KIR2E-_mq{DRf(1T
z(2;@8<|9D0gn|j&LrAm-f#ooK1W^q4qE~`!fM~5<7Qn>ncyGHKr^7xlxsE`uSzK4=
zhfIToFG(XoDMZLHhP3gJ77*<(KIGn5Vp87w_voZnVRsz{53N1b&>UGkSzYH}Yb2Bt
z@m3#bz=THyg);0Op24XOg2JDiErc=#^MFr?Kh<ERZiBiLCkcP+dr3*j>qGTBLBFhU
zr(saaN+nw<h7)<xuS2h#&BeNQv@CeVJA4jqKCPu_`(rNWfbO5&MWKJ&M1o)bc8S}6
zHoq-x{x|2>)xNEf=4yNQ{2Xap?ny!F4X=hkL}wgud!aV{2r}3SR4b@-);&W}Lil@N
zYXXx#j^pt4*|>G6Lk?tHp{_x}porG<YltC(=80;9<Ppfh@CT0FCw&QBUL{;~?Oo(3
zndnx7;Qks*4<*QDB)v%Aw(@;KJp@*kJ(}TQ>eV4ahs(LiB9eTTGrEC%fEWyd90u&a
z80i!(9bKIB{4~$Y9oUV?){$X6LI(q9amAM}5$ICDJYj7yh+!lZK|Pm%ABRE{jMsB-
zY)88D520I&Ped=iL}Q%)UxMf<AN@Fie^lww-Z=mKI>gSU01ni$e_lU1gkzjyIe+Ks
z$Z||a-Q`<{=EL4l-qe{)s{MAuY1_AN&GT=o1Se7^PN@t#EG1g?p0_*k<+oF4*v7?I
z+ph;-YIS%sEBi5Rca>Aa#uR}o_l6#tjpb!LILK>p@J~wpo?xNec}>IfBkk+M4|}QS
z#BzIki;s&%^4KqG=+0Y3TCV?JGisD$ARAuR7eKDl8}8%li*~~XF)=Y;KR<wD8NUss
zbN1YI-h}MA=KjA_`S?NFT@^m%<u9Y6zOFj{M6OQO3f}CoYxaLhs|#o}LTG{5fZ_04
zSwlJh--^PkI)k^JI?D^p`F9T0G5q&spZ@<*dNe$#J?bsm1dJLdymnjbe;+F!a=-R}
z`PlzGThE<EI3R09NlEGX2zVR^^z(jiYgby*S`Hrilqt#Do~%=bLUX0b<dIv9Z`|e=
z$)pgN)9TEzA?zOhsUc)Lf}?L_SX(S4a5f(pwRmJcj6I5OL_aVrl0yKGqJZ)X?V4%4
zSoSO_+lLSl7u?*ywFZlE*sI2Qd(4H!nwm_hy(?E6l#e`^OAYcIUhfXjG1QT{yvP?N
zOk#5oaB-ZNh*=Oy$%bYmX(m+y*PFHy6TO}8I*H~s-&XHLgOh3$Xh1jY-M@IX?e&3A
zPK*TBK@4cZ5#jb*67rybMB9=QO62&2bW-8X9Q&%auPWdik~Azy>Z9oVre$ThY;Sep
zR!?#{F`w8lY3``D)V!iP4s4PV^cGTTnwmb4e;(Mt_v`Cp3Jtb?gbP7Za)n1xX#7`i
zX=r>tC(whVrZ}5atm9pZV7t&VFjN7KLq}?v$z^q}j{zF0GVC<C{9Z!0frum)mK78f
zNHb0<+8=Zaf)#ANJ%+fJft(bu3qHjJM?Ug2Xt*j-{p2F|MaShG5_aTo%yW;YaHlhX
zqJR|wd3S<(tn9lhO;mT0Y%p!!T#Pc|m3BHeV%1AfGo_v90?|llf~*KxVkJNixMA*t
zTjvYxXbR#(<uKO42r>y2=*1|(NWzN}2Hq9yC@;v>qbPC0ZNb5G3Ab<I_D*nJap-vC
zAbz-MXASHoUV(WIFmVkH4HL3$WuXt{=y$6knrs-4B*{5(Uun8>{pL+`z)4_yFn8JD
zc?`kcf>1;Vr5gu<7z9m7jp&O(G$Fm2-@{GoW{H~y-CGlEL;_Xd#Rx0T&d#K&qQFN~
zfsKME?gs`>)3amL59znv$H@Zg4Z_L+j?Ku-?14YvRuJ#tM%U`MY3XQksDueWZ|T#D
zdQm?Kd<uo&QDmDyOelzB2Y9hWRRHTy;#EU}CLRdI9$wyQNP>x{Eby$EH3}#E`oNGE
z78T{j#%gfI7Qn#~1{jyX_C)ZB^;k&?2J={#lcD=H-@7axM6lm0D!K*yVB)X~2GhD?
z;!%v26O?mU^`an3>_7ji7^&T@xhXE>gXBOYULS<Y0}68^bbF{XItrY`P+Q8sKK~gh
z6<|sC^mJRVSms<Xzr9hMjLPxjNuI>YA3+Kp)Shu6sjj&Yh)&<YKn2RF|Gbo=p*}OR
zuuw8K<^~uwh=m5F!<hsnX4vd(lXG>BxebGjOppm+XFLZv9W6cmfowktsNhKDg%as3
z`Z-8=JRlJ}8r1#=Ne^8V)4ba=ehU=}!sy4AAPc88Ny{7-wD|C6%_GD)hv<1wi@{}S
zGxiCZ(SVA`16xAM0CP1|yOn`l3Veoz(nODewoq;K5!SnahDBf|l5O2ht{A;sV=N{@
zW&=6xGmcOknVMIQ0JpVjH2*F49BC6#pqiOIL<+qous8Rw@p8P-gSm!$rx{-K*Njku
z6s#<a;?8p1MJt_HJ7Hy!i~}d0IVw}2SIdQfmEmM0?7DR8#^kp;v}5T)R*4=K$;~th
zKO*UZMN<b5N{alOle{Q;aFjg;b>iO|ijmfN=8NBd4$cImaRP%OSo-wi5#hsG4rm{R
zZg)LBeLQ{}$)2!!mJ9J6=6G_%9)kEFBLuFiHduRoc0xbm;I$fr3DQ~wQkJZr&w@Gu
z#tsQW#LbsLkH8{D)ISj36t=KOP*7B8yUqXP0x-hG2nVt!;yAf#tQrNFpcoh!fSMM7
z4a9t<9RMAn(WCw&7E$obK=r0!Tto@jk=Ueww5<Zs<;?FcxKCZd9eTZx_^NXP-^~sf
z50!lt(mt}9|Dh3<|K!ru*t6h=9E8#$T2??%aFd~-AyLtwElJ`K`eYs)dlk=`{1_gd
z%c)8gei+r`u}$W-ILRWAae+EEOzi;*5L`e$!4k;}*e0NADkY98)IiJ~sc3TJHIR>%
z<WClo(toDq2NpVUPQlV7P%~&RwWv7}*M_jf*Q{GN4SgKr=FP;u0f_CIOTbFRuQc8z
z7DCu*sYkoeqr$7n62QWH3c+$Hg4l4g&q6Yv-;0!iQqpb0F3Pyl#El3{Xs#59PHQu$
zn}J*p=sb=zM2{84t21)Uby*^!qK}E90n~gd8X6k-e$$>AbJTA+92ECnB-e42g&@J$
zA7mk-d_#dmUrfws@GFSP7kF~Ju&PiyP;G{h4X8B4$OwNeMhb_e$tJxi$GW>0LK-8e
zhQ^?I1FJ;7%V^mA-R9np|IYJve9MKHMb1R^*c5f7&KvO1al*khnhAYySbw0TB^EkA
zMn-_|6gM{qx3ruG8SD2Vbk-XaG)@!ym2U-y@qWSUW2j~G97g1^MAKoRjdtaNGfF(z
zG&6E?2B3h6b)G&Qv#p*Te?*sxL+18zq!I)x2hO4glWTl7{0#^u4zLZ^+CMMf35ySO
z3eg>LqIyeeTf}lilPV+?x4;k~ED;e2i3)HV@O42kF`JH}`XjApUS1v{(Rq}C1h&Ar
zSJ~3C6-U{d^RG+6yV-E<DFntyg3;j?Gb&v}B7||#u^UqsHZ}nOMv3eN@H`|5KszdM
zoREb2^<tthq@eU{!W012-)N=!!-oNAOKajG^aSuHT$pD-fO?FS6#As*61rIy9$8tA
z&*en>FMQQr>i)&=%QbZKDj>|qNZqk8@4;&Z>yjEv_QhZRdh~JeI~_(ouSI?WxXTF<
z437Zii3hfyMy}mu6%`fO&FIAZ+OK3`u^+`%c|!vO*ePI?-Wq+IgB^NTR{d-&bHdq{
zEWI#PG${5x0Sif3w)LY3Kx@qo2pe=A%2?S>BMDEhd@FDYs!Bqo3_z~}?A&Ju5sbp%
za7U6*Vm1!O2c(f2uTw^symthn0-63|nF=l~Vy6fp*do(E0i*)QBA9O8c*uY=iO)Fl
zJnHLU*y69)h?-~ihc1CO+lLbz_qFPo?J)2nyp$+E5g|akrK>alZ(#y(#rz62<OpGM
zZm!R-=2Ck`8P;cA6i`ZdOlYN69fW%fW5A=UJxloI8<wZH{9|(jt~|AmR!cOzKlgtS
zEj+#{OF}0I&RYqfMsj`-t`8K1<yBRX*pxpz=Kk9$Gb7{FsZ-BTHLb0=3RfS<K@r|;
zK}E!>rZVlZoIx=neEoZ|w9DC!+G@C3y?0%fBKG@DLN=ekiGF4n@gz>(V*_cKcjVv<
zg#mjyEIjZah^-JQY14bAlR(#i94Si9Ee1Nh&j58%G$?n=c|a+fd@)N&E*r)SCt|1}
ztwL(SqVoiS%_1xBs2o{E(tf`_85tXEyqU@0GoKoVMC)0<?E#CTUcA)U-2AC|5A-<0
zpX4B^gD=D`w2P2*?{FxZ!IP`5sX@2J*kc1T`YxYodQZ4q=sz$car|t%-D$C+!!CsQ
z;~=#Y?6Y;8VxC;rYU{uh@sPiF@vY$BJi*g25b|aZ2AvXi6@Q%U?^l<8Mn>{1RRO)!
zm>bwg*a0&+F{zhKP0yRI?pW9+@ZgpxX&J=OL74V`=L?kL6!)%OMG<m-zvjJh2%BIY
zp|!g9(5eWDAkZOs`S}eXIjs2nS%Z^}0xS1%SXed0de|Xk*aFJ%bJ!5eW91+qpS|KT
zjfeLFhAN~q#%cR=vIm5KI6PoTr!&f3A-_8r<ED7x#K3$GauU)p&h9R9i`}pJ2AIH8
z^E+VHfT&DhXapggSBf|Q5pD#sF`G>62rC-W=m7p6-><s5)$B*92QpB1(gwp%9sXR!
zjywY4YHP$x_(b~nC?sew50@be8d){?tSvn<H^4WsR3Cm-@Y?nBVW0iuo?jk}-S+|E
z9X}g%G=G!`L=vu)K*k8H`w#(3L=F%6W4I&`Z`Nfr=z{SKgi~2l&cviop89cb$^bU#
z$7dPWtgL>^ZR-EZZ}sYPw#bm@+E67;oF9*oma`t_ov+eJY_<h}WYM1D_u+#}%&7Q(
zG>o%oFthL6IkUzGG$dXT5ynuZ6B-(ikI5ZpD-CS8!c`v3KP48spt5V`J~!WOF2Bw4
zON;%|<yF<ykMQ)7y3qs<`TRitr3!&@9^6&}l_P!#oKb_?j%>c)pBnxzA_LU#_$&Oa
zh>apVJ?<rhpt?bTM>qfFs_4_1<AqUsPrHHwK|24~$N)O9+^cUO0C=N3YDSaB<@)!L
zk&if7-(UYh1yUAi^gw%7@~o2&XApc2(8o|rYW<A41l-)*<V8r%u;RBcGbgwWt6O6$
zT*6Z$d&Jt>A0tr;mn;708eM#Mr342ltawRlhQck$%?{Ro-2Vr;p#B~n5rQBo0g;c@
z*>55aodCa4k`cQJl!dS=V7^oPxU%=EpP}tg4z?_U8`1G$IYHHyC_S6DKU9fB)>*rE
zIqJ-UZLR9-^DM(QcToyZb*2u3o6(DMoa9^NfMsI(lc|eEiY$AGmN!I+2ft4!?KdWj
zgdnM7gx|1`IglTeec3Gxg2cxK2@sczOf)!2_PDNRbC#WFDl03A<t%&?&}Bo7k-hS*
z`Z3$*N?=9T7yn)ZSp$q7!goY6{PdPS>rJ(-hj>9cBu$hh^g#eD<5`mtB7c;dQJ0d0
z9SerE-9a>@B=pq(jn+X2NCde&sX^@kivbyc8QzDI<;bF)51miaamDD}+gAM`xa7bJ
z<w=I$M|D^vw#XMu*-hN5y@mq##J4+Z&R}U0Z<PPNHSULl1>iT%B$Q+nM<KNSZD?hW
z)M_WvM3T`VOFfGsep#gfF+v*#OSsCi^704Z4KyM#l3t9Ah!6!$0nza|Dmo+_1z=Av
z@Pt9nV}jQbdk%y!VzGg~nRmfc5ULHzaKBM4{ml6QMTRe@Tny;R;FQ2yZU~kLqQgEK
zh^3gx!iY$583iy*KgGbochNz3C#9K(EMv?6C)xzhUtJ?~?y<l>_v~KVIV-g7iyR2*
zFHn;^jDOKAs>4o0{|#K3TAY`}`xLRssc?_3wze?nuq1H;(mW&W)m~Zo5EX0&L{_-!
zFiBf(B<K9ua?0C%5+z(KqI+O)O58)&tX-S_9|It2NRt(PR#QY+Uk;fF6d<f!F`xZS
ztWj<l<38X#Y=&ZU`3A78Z*VefOEqi&e*>V%W#o{OM~*b3&P2D5fXwMRIaSCAQAfr#
zUHLsb;R01O={%wBIdC`z1q}{RLV>^`1s3Zc<u}T4ZmTOqhl(l(l-rHVE@>6|pLhg}
z>c*iiH3GOu3`0=4xSLUKycP#PO=RKdoNNJ67%BT&Qz0gyiM)C@wf>l<1J)`AU<;h|
zXFrWljV*9K)gT)1Puv+k{9tNS&17~B$|jUX-nf>)<+9`d2QlQu89r##*AbgJxMv*2
zmb?>i#dW^RsG6k6`_8=4bNrTB=0KY#-d$gkBBjfpuqokfefH1I-Sy)7va=3%%om4$
zo<ILH<U+kvz&CqGqb4^V9`@$9Y#s7LKcBVi<G(%ZEVrq-8{G=2y2IV{H+A)WzEL}H
zFo#M_^5i&3>EEB|n5N8Q(Y)rU6q=M$(dd}Rf4E91?}hH6&${FjIxqZf+^B7*@-*<A
zzh`Fs&A)olsh*i?S1%_eHJb!YXltxU72ZOXS(CS+cWp>$XhJhWCw$QK?d&oHrKIxu
zqaWN-LTpQ*V_*<!mBp%Qj+S-FYkUV}cKDmiY<J>W39f129!@JC%<8sxBL;nXb+9*f
z%g&u|mDSYRE}NPTzr*>@&!3c>w5MFIl5Zh@C0;1JqQ+9mxxJ@%Y>B1gwoB#PYDa|q
z`zouhER$=Fh|Q`{U2QU=|ETBHGj`^)7w;`?p$iedyaz=69x#d7u6zj)Id)k6qtfm#
z<vzvAv=96od2W|&zP*+&e5qOHv$a*pUJDj#mg5u_@_QYP3<`vf*u>ikIf!5Vv>Z0y
zY)EGz#w2M=b<*vo&x0i0sltN+PKL}Ydjz>w4qn^Jb<Q)b*GfmLpH}Z;*&|xr_ttX(
z{T0noW*-BujvXAk=On)r2Pd3UYHBZmd=ajI(mQO7zmq-cI7Na`7E3#AVPFWzNO^)&
z@7l>XgR<hOY^P1*DRV=WLPna7e|yB+{bp0#q1b^jXPXd_=T^%fL%Et4`z+ShyeX{J
zK1^e?Or3M!%CEM~((ECZww%7+$R%A_Uy}213;RW3r}#r6au4h@cPf3iW>zrst5jI4
zG|QzjLHWFgv;AqG%#C&5LPPoZ7r!^J=Z-V>ew93@)ns5+)^W_2?$Iuu*}uQz)Y-$n
zE}Lz4Kbg$M-Q$=4Gj>pzuRUqkx(_n<Khhn#&bNQjV0+z1X8H*B>EHL0_p&ILe_Pgb
zoeJ^!P;k$d>EQKw!)7%u;JI<Tfs3Aa9kN59yr>5>pL#IE;S*yHuNlxLJwZ<lam)hj
zZ1bs*=5w)U_P(x$%R@^i4#YHjShzn^8{(>+yCqt0D{}lC<It*`yjcC)hr-);i5cE~
zx=r<W^cwjp%`#)Xl<`nSrscimdlZFpyw=+Pp&ilweIeLiU~L#h#Jl@l6-DRQrF$Mq
zOE6M>SY$Tu;N4;{)R<1MHzs61tg?aQ?R2PaS3pH(UN6;^&nCGXc@KqHQWdkVOa6&b
z+Ze-fjeSUA_R_@<)YgA_%nxb*5%k?gnNq2quEJHLeR`Ic#SAt2iI*gYz=<hyI`jeG
zdBjFoL!0SnDWFLcq4A+|x6J<S3GFJ`^igylwP-oogAMwka<dA!>tA{K(<IwXpS&*E
z9m*mx&Dq4FtElTNS6ES>Gc6-8CmUFyWW#defk>W3;j-v%rE{9UQcb;dsTH~JXKy}h
zFUjE{!@wist)T1P;WE9>!bI__^c~^%hRRXib3qFB18j_c^}}2CdGp)}VC;HBtu{X$
zw!$nKeo^X2Tb)nDotySD>)ffUJEoXxyJL<8%<la$K=o5OU#G~C^QnpWD}!GzCWYl9
z;vWcKt9LArjXpthC&OHCuiG)Dq6*)uFS&Y0C9G)kRrGEj*4yq-J~__uen574a?Gs0
zK<4WyrF#{-A32+_Wai~QlP!w;)0Gi$S*OB%6ZN|0tQ%Y<IR~G_9kcA<aCHx{OKmLQ
zDE{6ovAg4wcb4$dOv(Fg3S%DylIIsTAL6+C#+ydJheO5l=M%k6>?I4H9PeKqXWaJm
zZe{vDmy`4_FIU|6RL;%z{G&U|WP4~EQ{;B>@%e-L7S)-N|JoKYH`f~Ufs=aLCx9y>
zaPoeTVUfFeY%aSmWk~(`^ZU5OHtt{eKI#}+JfEL2yEwB;Z1JYiH?LANn$hoFUG7Y=
zb*AlE4!feOCx=8XYpxmDBujtAEi|;5+UpGUNE7>#)dnAiZGYF_{53h$Kdx^0bp1gq
zndqDQ_$l^9ZPF{9@Z|8-$q28b^E@YJK^JRP<o_}-W0%LH-9^1$vS|e;48%{%)THNE
zu<OMQ-tG`d;n%kn*u%Hql%~bJZR%t8ngU+micf3b=X(lWIQhNBhAWAhrO)t>)M)#}
z-fSi12+5PSKff9d{q$S!s+y`8yza@B`iE(QVcvx^RGkI4Sq#3oIRA1y{_UXVNJ(;N
z@RY{kCZlN!Ge`S-ueuNDIBoBW;mnk}E-~pSJkU7AFL}QD&eO?<DVNGF?_C;Pn{oTO
zoJ5wb$87k*<{eZ*eLst$>h68o*1YRpVC$Vn3zkkvQYTJ$zNXVIuoEduGBj5x<}jvn
zSiE}BIh|9g{!(k6rgP)R5T+eDjKALh7L)(4167o8lw#zo69x5W*5=aI0R8#iY$=nR
zv==&SOr(M7ysZo~{Gc;CviZEEnCUpnx;+gQ&7D;FgXbQNWP3QeN7Kn%iT2X%_`EwJ
zcbwnINY_u$@OX3D<((mt&2HnHPDUmt4)L>SpZ{grrl}QiXRC8(&Rl@#jgryv!uL@<
zrBB4><*VbH*`>_Aw2D$%-mN<?G18RJ6Vc~6mz8$qluLxd&7VL1MDVa_RV0P(ODszr
zs<SttJGX9=abxi@`t84DE$fq}qJ_hF*Cjtw&1ETlT+AnZQuT%6pRs+7ucj2fI!-F}
ztlO`ms`>uI50BBe>jn4bHpYiDolR7aTlb<~F|haB8U~(AW)H(ps#>W~ZBL-vc~Z#K
zsOUCN3VV_37+?Cv+uz$eXwR9P)4TX5!LoIfT`F2G-iN2xYOCgv-wCHroKq3dpRyP~
z`TR#z`o5Q@&-{H9qA#DWn+Voka@EpXiAd1YoPG9^=Pr-6tigFd@9)klcSJ+2e}}J#
zl*vR3S8PpuxbYT7-#8n8bRlEb)^n|NsR&;!dBH!s;-);XlAPZW>*z6XA@8%>M}q~S
zeS7LkBDa+cg`NGro}>1|oN&)c^8)kn{;$bP;gp(mCv9Y(xU8CTto`&$XLWOI>Cb&D
z-RvLOzAlPq9<urI+gDF$<U-QfzDIE;DFuJkBws2%Q%fxVke6Py$@cJ|U=WkqWt+yA
zk1cNdev+~5eG)v&EXU%~kyV`0_BdhluRhlUb?mmwt2ZwOPaXAJnA`9$sy4Ls{eFqy
z;sjeJy+XN)k@pdMqST)os0WPg&!08YD3TfL{6lL}wC3qLgSo#GN~h&~fcqU7kG7N0
z^$3pJ_tVp&x|{p$c1MlFQS2M%o>%1Yl=Y}yp1nC5{y~7{(;L;1#(V|?k8XP%0}p}M
z@p~u->~q@bC&rCbzdLca1~iR4&W$xvZ+#pf_}`uDQ*va8->mL)F2Cfr%%MmD-E(IK
zq<5ZAkoVaBhq`zm^%{e*mzd`Bn$@%u*S1#qTMmmlitMzXeq1_oS6$K}o58v+<~Ns&
z+511bcZ=-k?Axr1uhp|fyeiHp*s#~ejfKIM-*jD5Ft6s{>lTw-8o@uC%4Cjs@~Zh=
z)i<ns_mghq=HWbBTIGXpv}K?3RJ3X&Xav1bJF3uH<e$KMP|dwY!0_3XWckZ)xeo4I
z>n*@|%8Mr@YOibXk?)DBTt5>f4(Mg9O>FRFtxfXhIi@Rk=b&WHkvrPk*-rS(nh7rq
z*j;HgIuLa$ZLW`4kby`ke~%|wUV4Yxtq<K#-yBl2moayG<H%I7y*$IMoonJH^}hDb
z%o)CyF#@lj3SDgeDp}J+e@NOQ>C9`pmG_PD>2yU8&4qTmh`#K&;82p#eSOK&(A=e%
z%Q)-%mt@)}=JFkm`&c#x+70n>=>}{`s<S>9T&bD+t66r-&y_4^=0`HQ4?ANgdo#8R
zYZ_TzUH7H5tv|xpBI4e~XsU~^Mmo22&E$7F>TJC7NM>7U%&Ul75})K^BV4|Y8ZG9=
zY`W5_C(C)l!l*7UGgfFY`BFpOR^fvR38G~xblco`s`QVjmQx>P`ZN;l`RL8WG54j+
z-~f$N^Zdi@d%6dfo{KF7QJRu_fMeWVlzLx{e;n(|GWUCqu$l90$`Nx#0a90FVtu>i
zz0<uTVq8^zK6T4hFH7|dcwxIkxz0KD<(b?&-?un~#EBTZbKW0%zNvrwhu-QGUE6~;
z(+fF;D(o2^8zardxYgWWo2V8n&{vM6-j<ZOTElPHQ;{9+Sy(R^T`8>n;ohG~1}?#!
z?1sOL=QgL_xA&+_5x+WG`na_(?8Z$Ny4!y*^)}KUv~rH+Vvx|jF#W8oL*&-s!5+pa
zsf|@a)*JbG*{Lj<HItt3J9}A;7y6EWh<PSdnXbQaV1M2ZiBblJbMNUx_!9>^hWfN^
z_pbf)1~UB@fdfU>`rE$#rOU46tgvoYD)^Eu>&UOqEipeioAIynKWB3Wg}c6vmb`R0
zcr@++26B^=xF}jY=laV=9keC&<f!KjZ4X~xGg`-+e(RE|`}C-T6ktCfCMX;L6}-}J
zdREm%7Fk0mdZ4h$hFL@zq=bM1!LS~+poJq1S$YEd(vLf5#&)a|cs<KW$MGK@LHGeg
zf4x^5k+&`?Kf3<2c#76T=91z+YVo60S)I}acD(t;0fO>A*vw5Nf<jw#O8<*}4>tdQ
zB^m!auKqVp^7M9$5<WKrW@CsWGuapB^<TdhBq!}E7u!u451#Tm?xLvnTc(#UBfCF_
z3J{IZ{rC;!=Y2&(?miT==tqD|_R&(h++LOHl+k9VhWP5#wEt)sLN8EJf4Z})f=*!q
zLx}(Vj{m<?x&MDd6nCnpsy-$EG^PK0>}7q1|2E8nTPxCrl%{5To-4C3ZP#gIW|Uvj
z2Y>45^D|Sh^J6^~3A*q8(3<ZV7A>zz;7~EQ)pFKK;6Fa;6Gw@EyY9CymeXKUrYp~Z
zWd5`5H+fA8#)r3T-WbkUn{4B0&MCKDO1IJa>YitVbF8kn^1dJ`*w|onPfxXBU&^C*
zwSBe8hF*ewFB=n5cCxgEUg>b-p<#Gio_az84c}L73p?-IyBPYeT;-72aiO&Si+|qE
zmudX_@7!6?l1aCedFT}P<!oIW6`huPrSr~>PY0V)l!T~ExOGN!y>7(nuiZ60y6;_*
zrKd;M&en@_>C?UoI)DC$@sPZ<mhTx)(F!-7pZAVD^3Olfaq9i;eF9of#9ycutS<;T
z+M%uW;t>6Ft-Fsu%60D^uVit4VJ33v*qWp1S50}ZOB8PM@t524<MW2?G2!x0oAyrW
zxcNVLZ(n<T{pFg(=ke5fy1qTn&gczA4;XyCd_i2YB+Q8aW4N};5&OXE3;dF-JL__7
zmF_1B4c?00_Mp47B+xs>_nTut+H1#Myn!Ndn|jlyS+3INbbLM>p`*aU7&K3RNBh48
z#}&hLa%ArfMsFc8-t40Z=X<}piWhRQ<Ys6$_P*u1CCOK^=kfPv3b%Zt-EB7VNWQx?
zeagnzb^XBpiUdmD&ViP*_cGoH$<_&6AD8l8$<pL|`}2Eqr~B_$r?%XE^z3L#c5Lm}
z`g*?5`ddY#0af8=HdQWZ?hc?-aZTE^Kfzln`on7`&eP}ZxZaATA3ZH4ayIC=`I{>u
z*Y-YDNIX;3&pD~ZRW63E;C&!AU~LjL3{)vwBPPMTgM=CEgySGez<GtJsL<$3sLoJT
zQJI4)Hs;<Qe|;W4eKnxF5LzC1t!1U9R16FZ0FYA%s7re3L@Nj1U^1i!4desUY!IHj
z1mp+M{R~7e4;eVsfXl^5qX(FP?mprF0h$~<UF5bZ3tzKh^fAySLvInJWwn^)9IH-w
zDC*IZB5ib#33=5QK&vE9Fi`D)9723YE-tSoNuUY3P52T8{t8@E7!C@LgXtC<{}Co<
z>iJ}3?>U%jMQx;gBO2#b7<_d2{n+J1;JzJydrqT8)ihEO&n()PC{C#&uz{DN>8A0c
z6$^@Nw@{O_m+5K5TFc9spXk!Yvp%8Nv`o8XEzVrT>7HoGv%OFxxN&$)2D86hK#2TK
zpfRwjqcBqijije+Y4AG;1)Y2b`xR;if3WreiJutkfipMpAVga*9^Ga#g#j(7Uuc2a
z{~kUIz#qTluIwtfcpVsyjrIhOv@|<f3waLm%;z`!PcFcSyqQ@ELn+jJP{tF99EMXE
zgWJq5=SrwcE-`@n{@H#*9R?t}7DRZ65f~}{pXu@2DL~915FDYL!#tN*UIORyM~`(l
zfKUl3h+Yv4By{NbfJ?0b^BGDH8hC7jGPM^@n5!m}^?fg1amx7@1(uzVX8A=CuttEX
zZmX(l0hODM(Npbk#V60eSFyNi@waYI!0~2j(c?2Os`v0`wcJ<Y33yyvdn8TzjC32d
z{@SP>&g#nX$26gnLwzNEB@?yIgJNR&nTs(E=CX_UNg`Jociq_(1p4PvJ6n?c#?&s)
z?LF~3wAc@teVw#k^TDk{_;b$oxb1m6y5$;T{zi(VB;+%)yVO*tKDs)xV>-lyjsH&W
zj>6qJUpP2j<*Kh2xjnS)5cb_DG{0R|$k{}X?~(xP3-^t)Px^d&GGaRpcTOFm*`}<v
z?P1W0UsKV;0FmE|{LO01)>hq439=)JzHgh|H>PfXUU_IO^ODe$s3^V9nt{5FAcFWo
zEJ~cgDzT(}ao6;o+Tkf#Qo#Ah=PY_?dTy{uJ_&r<YKGu^l>m8SEa$-)+OfLWvr1nk
z><cns$IDf0!gZI>=Ik8o&asK5WCN$c@tz~3@Ztpi?dk)+f$i=uI13IXO@fi+i}nPB
z=1pKh<fzIyO~?NLCQhg}^EHNPm+l#fhWo-Xu_LA{&Bz_XO1eI1Ybt>i`{5MbaUrSo
zAXq9Bl>l3>ust+F7ljR1SxJmbB3)r*7zb`@CHTS{%Y^B{2HB1Cp#3%xg~b6He`sX7
zQ<0UG)dZ7~vPX2YtwcbRxkNq&Q~NI0goq%7m`B3@(5?*V?<sZlL&uMo3;VMlHvZ@N
z;4tzyC_MZs@$8RJ+GAH1@<LVk*tVwQDyqfCS$3x5D#lDgTelo?p>_Qn!1;|sbxe@|
z63>Xw^@nw8<rn+k^<JGe6&_SKH2L~vPx9T%cf{iiy?967%nC*bhbPC!Ywx1&kPV)o
z?Dpy~rrgUE6O$4qy5U;t)*!b)GJFb3p2O{ikd|F*#y_3de}umcm)q<jP>O;>Onc7M
z!gH#`>L8|ueUl%ug)h&tVWG1V1%%F4cT(`mqZcfDfy9$$6;vnL3oXeyOl86wlA8&M
z8t6TUeJ{ojV~Y|t5wX9*EqM+yL2lbkB9S2ED3CQ?>tw#Xb{j|-vE_$cr_3TN12GXz
zo~M={pdKcjHAEVW+oHjsQB@LI0k5Oamk3TEWFO7h{+PLO2K273gO1~0LXk3V;%Kqq
z^?LN^t3?#wj`DtwW!mvoVFQ!mp_NO{mMk0@&W0Cjd+n*&Zn#P0#ftrCJ`mQ#SQzFV
zm7S#>Dw@S!m7!C{Cj5@M^>K2T^TjRGmGsV0DO*;eA~v)4eq!Rvx|%V%BfIdRKaUBG
zaI)^TlZkg1cTzs6y%V|Xj}h~HRT9ijK{maUGK5~P>0*yCJ?I7%SaDAML5g;Dkcl78
zZ?}h#g1+p1cFkZq+-1N4c|4k15I_m<1U}85ldBOLI9agdYiF0Rv(hiV1??Ml8X-0@
zV}kjtLI&|Tv&cz7y1r=1W&kNCG(Pe#ZqOzoV}gPEwZcE>K`h&}>qE}9k}#ch`sJ#b
zujQci8pYMB1*a9jGD#s1c656<qWLoa^27XKWNuzsTas1-gx+-$4S-;;t+KXwIAWP(
zk3i`?qnV!uFNdDLbKp^l-__GUZ-2v220lAv&mFk<?p34Iz&r4@%351nB^`gJrmTYh
zBntlErP0!hpmFMbLZ5CME>0BN9epe_oMCK`mu0KU+4epFhr<je$J-wov7sR(j<*FS
z{hNCUZLhGPVWAbAR2$f2o!=X!Yg;vgMPL&mpxY))Up6-!7eK#vZ=#;Q8}=#jDf)iU
z>(N*577tBpo`mX-)3?qjmbUMtOx`2lcj>f-^8GKb!qtwibpBI*&3&gvORgL(xjDG3
z5N-}wZwDO0A)3v^a9fz8%3}-wlz*UZ={;Q_Wb^!+He|}*6G43?cyuF+$AAmCo~Ap`
z$YC51Y5U-;N6)foiZJiK+Bf{d!Pu3T#xj7Ym54DN*aRL3F+pfv6Q^eEs9G=!HWu%&
zDJa29iLWbR=|N~@0{O5nn+PFefyiDBHWwSF*@I6oNJQxHTtk0^8f`fhh?$6p4y;Xc
z2nNVeTU=Z`n$dtK-`|t4RjttBPD#L91>LjhdJ-2uxOji}u%~@{_Om7vBeB2j4ugv^
zRBtV*hHx8Rn8Gx<EnByq9~K3>NP50Mn9z9<+L?CjxTD&AY9;~(uEZZ1IaNF;4y3OI
zJ`l?n4@Y#&&@?BrEI_6{3TX%Eo7tB72}+^H*y6Wt-`>K;R*mSd2=2xlcJ{Sdvm2N_
z0uG|^wJ+imd82~R3s)1T==|6g5N6>I^%#S(ph1R>NeLtssQ-42ax{X|yMdFF6RNl?
zU*BU~@faB$*M2nsyS}=}%iTzCDAKL}<q;4B0l4oUv8WcP6sD&y+a)FzjFik4@dph+
z<-Cg?U%;WnxxZ)MK3W@_$;T;}Qn%z8A0K}P+Z4O;x`RVG=-F`pc%1U2dZX>KV7?EI
zVtk8R1XcXM|MjS&;&nX#E^a%qub9QwzC0v_dw$$n!s6am@Qm?KKHt$AH+P9A^#km$
z+JsW#E$tMvSsW`{a}QGYD(CTnAHZ$Lf9`IGapuzIinPRwXN$~E=;`xo<eyetr{dRl
z>f~8v9>%6NW}4ah;|Y3w3pvLbWnFn~+qKoyP8&XK-km1fT9ey*F$Iv)oy{u)j7Ofl
z%dj80B6TQLwZbmt{e=|OB<ml^O4;@mLpQc8-)8vIp862uV^a*Wt};vez7lxy;%V2R
zV1I+wD-yCz^~}s#TasQrWGZwR(i~dKP}i)v@Ka?he8+ia@>}Ms&fr2%NA!gA-un<f
zPc1&u67XCh?}yE|(=CC2#a$eDkG%Cb@Lnc@M^3vW!+ThLoYu_aNR~*1t;vf=`Ps%+
zk69dFF2}`rmBp^u)Lp9Vu%3H)z{KJDopsJS4uP4@Qg{8kOXr_kZC2P@cWJu#=p#<m
zp=Xrk(fKvr0jb7EyLcVk_%~VhS^IJv@o(a~7na=+fAg6fbs?W|w;JzP{z#Fh63lMy
z<3T~?Z}!D)%MlMM-SnC~rLVWeANhCK^r+ls@T%xN<ZW}oudF9Zrlh7Z=g4Q*e&O5d
z8%@iS3g=l=wckC6jwx}N^)v7EY})fdcx!Cr#d&${zDI0KpMuQ#I`Yi67HWNCd>-vQ
zGTa{ds`C@u>>0j6DpuTpF6C3xJ8K?l2LC!l`QY<1$Cc?TTNye1xzhr)xcIX-ABjIC
zc5`9#_Qj3%ob#52XNA@_=U-Da+q6w}YFTXk0lwY0Ju~K>Hd=Ptkvkn^e2y-@L*U19
zczN_pf?@eE`wzzA2R+JSY+uG|q@5y@lWmU+sg{m@Tq)?@yS`mO`O&u+a}H(ko%%ap
z$?R#6@%4(k+B>GScr*CY9ZA(F{84z5<w@=zs_fTaeT~#SoL_GiAGrB&aU0LOi^282
zf^YaO?6|$ERK=b4bg*zxPHo!L*#1C*Ct)fjw~FbJ^1I%}OH-j!VHNC+e#J@`Tpz7I
zpK8l@R}PyWVf=c;&t!VHle}5Nu7`i8t3ue7#~3^g6baqGkg`eKN$e(T^X^|_Bi+ws
zTfgeR*3Oh2U##21Wv(#zh4Q?8%E`$Duj33Or-CE2^2XL}+<k-dZfJ*filk(Y`QWiM
z!Eyg2cmB8E)b?8`ubd^cU1*POzAPa7ssJaw5`=4sQcKzhkWaw`=KE_0jtaa4{;X>m
zUf2$5E|SMT8~Np=q$1#S(;b+xI+33H?Q%#6Qj`dkBqEq@9+^@2`?mv$!<fS5e6H<j
zJ4hxt`qaIWb&p$ftUZ<9tk&DUw`AwBH4^;KPS<{X`rXs{$0aITC+o<}6hGdB6`t1m
z)W2@O+EEgEBg6Ep{I8_%&3@ZrQ%xu6T)+1#%#QHuZ0qJ+WiOd*Nu<7IY_X-Vf&TK>
z>WMjaFP?&-yQP!)$%jHVnhW*YNM!K_Ih1=Zju*~tZBtt{-=Zk0a%;Z-s<MRBk3N&$
z(vm$Jd{WvtU3dM8@_I5$!_tvA(q$>g-+q8s+|9)LxxaH$<lkdu+9!4`SJi*73*?Pj
zxK6=9qnIY9wO+RL&Apx5mNQw8QCErNJr!!3Tc787JdKG-z|f$wrlE@QJgv&LhZ$C_
zqTgII(w?;J7($**rko)E==tr~1qUr1kOzMeuI2adXFj*)nvszzIE8643Lh0tmC`{W
zmUg^Ns9pUuyYe04M_(HuF`D-zJTS1hK3c2j=As#-=$GMnB|TFsM*ii|k2WTD8HAEE
z{_BtAh1GbI-Q4Xb^|dQxw<$_KHmzuBOl&+lFfi`EZ+A?Ho>5)t8wQiZ14lw8T<@OS
z)h*?eZhBSR)?}G(B1R`HLv~KC-@UzXy~^F2qr2`e*)<ry{py$7)3EE6Mq6KF*V~qf
zTwl#!7v%H56lKJpU_72Uw`E#>vxlH#z4zKF(cHoCOQoh%Nfq7_?o>UO6E*y=mwenA
zyM66V|Afav_b4k)1++<WKRh0^Mc6%7cG7Kt&ExY2j+V)7$I72BhcBM;7q}`GzOku$
z%8qJSUHNCTtR1uMM}?6|)(2V&Oi3zt&6)0V>^J88dK45Vatv~EHke>cKmgqp)TtO*
zK#x3GT3T8uPpZ8FDvV0h*r#!7UcYg}4Eh?p<4N_xz`{N+ldAzlmJaUN=tVP>^f(|Z
z+jH248g@Y8y_?_+;H4~&Bf;VevhM-Kwi5%Rz{*;i(vZHecjpeq+=CkejT8Bes!h3V
z^lHpRbE#O<2FG&3GkjkO2{oFU=J4wuS6y>sW944ah~cbYTIc?SlT4|L_pc%R=ryp~
z6x%JW?{I2Qa8#C*G4LwOY!^M5lbgN3+~(05VYF7IeRAiV!hxobycY|%JQ$e^D!M2e
znN{9!m6moiyL9)8R*ZO4#yJv5{&cjr)10eh^pB_d*8W<poe#+jNt<AcI1NP(p;dRi
z!^sRouR6?r$Q{q_LRMPQ)pewO8lrM@<Xa?L!CUM=>K&|)hC*!%SV?5=9qe6$+fjzz
zf>48$HoU=JaBSf~0<JehY`Z{Zq9E7_iVQ`_TRR~G0BwH|IXW5r2+}yowLl0R2L1w^
zh?I=P=L!^WLhT1Zj||l&Qx&i|8nR+wm}YEZLX=Oq(U$=j6)gYlqM+xH4udu3kFhcO
zqwwVg>O;okkfBWQz)7?1I|*|0t=~<GxsWwcZurUoO0+3{6kLw(oet*xg`5`issg5<
zxS9g@?HqV$MD>JP6sFru_(dR&5$i>W5vsx2BjZ@%-*y>!V2Gf81UPmP;#aAP;Y(7A
zUwK+xo%r|?CI!UdU$UVJS*^`k0Y)8#N?jNR_lS9f5sb3!1&EVt3k{$tBGY+0pn(Ae
zKbPv9Q58=jzTp>!T@m38zz}ep$c#&9V}#qCk=}FT5#mvG{ak@im`wKh0bTL1thbNP
zZu}QOKa|%onHIvQQiuVNS=DCwgMrKhpc}Gzkjl;$3QZvSHU(Xu5W{hUr)$L;ptDxN
zbSsh!!|*jsg_n#WyYKG)5#|<-2O6RdmqB+0Rz54JV~OB8qo&ZyT8bKTQDt?sYD>}o
z1a22$mQxV946<$!GM)}{4QO{YfVm}c^jIN}B}2-rdJ3a~27Cr#Pd=a(>N8^LOmc0o
zU<rhX!M9zmX+sj!fni~%fJcDo_w`2CHR;)}_AM#;k?_7FBDafg$!*5YYkqOUNAJ@L
za(=?1gqsug_wct5M{s}1V**G3WiT^tydvgP0XyV@_yS+wJ2G+_bi!BA$5If5AT$cJ
z;B(G@<MfE8gH-7>B!Mt*U?AZa8(|1&WIsHoFX1Z5&=l0akjs>zQkdSEggT0dC2Ya5
zhh7K<QE}js&;M07sxq6K`f(!WoL%0RJBhCvsP6>CJ=z+Om*yRvaj`Y+;=Zx%@vXNh
zuh&IPddDX;mFq-qZuwFk<gS>pQb0xf`>_0&XS&`%)&7+3&_Gjx>AffII#^H4CZ5b}
zwh>q6UCS(b%YS)PP~252oPxhYH#JEzL&)pgwhI?z3?nTJT2~hGO(>F*1MQX`PL7QJ
z#2K#r_5!d_Cye$ZWL>LfveHomD4;GST3^Bs#E;5-LgtS{PVoW+vg{NSvIB2+JF;>*
zPf<eHMn<&2$!Sn`mb?`}Qy4l2U=a3U$c!;c*xbQiQ&VY<LmL<v5@Gs)VY*@P>}>?O
zkN`^n7fBIB0c8fMt=4`=pNcX=Ubq;OJ5B<pnDMBBexAe`l!Guwe1?Yy)lpa0Dj1Pf
zU;<;ktOL(^2sIx@70P%_&_Laf1%Z*S14KQDb<m(?W@@?zXQnwR>wq{Cy^gx<eEC5a
zTp#e0V8oVbx7ArUV!>U#Ks5{VUoq&p%<7}OS}k~Zd3m)u5ht*9k+Kjm#Kil)P52H-
z=Y)t7YVmKup))33sqo9i=}QNR4gwRUx3r)WhQDk9IO@Aij5w8o9y+izKZ83mJ39nu
zGkfA0k+{R=hU_4%ZpFVqtH?w)4D@|~Ya%>m;Gt%bD?lWFVZO*O)XHLT-a-`6$+hDN
zY)z2bz1tl;OZX$$Oo4&@I52Sa#yx1l>B}zR$4Ub{SOV~SBQ*A$twFQL&d4Y-w+Aso
zMqWW7{E!U?p79=T?$U$ZF{0p}tAQBkG?re4a{pFP)&4t%>S4n7aFeGIvZnAk)PIZ2
z$OyfcD&eIV#B&0-6_PQqlabJETUuTw2I4pj04EI61pqKHg$V)*aTy|#Ld6Q*B)u-{
z1Yj#h)T1c30b-Gt%q=W{p<RJTs0J4RSjXb*rOqBmR0+SIWI3T+a3Y!x>>tcc+$L(e
z9`dq2X!l`m6ASMaObb@VRU{}4th{*-AtE@CxOhpR1LxsP31h-tJuCZub`-ZZ?EB02
zbLN@kqzmIdl3fM_vl>XKYBTT#oj)~v_;J*O){l`zf*U6H{4HCP+_vWAqE_6+I(|3V
zo#DAmYA(4CF1P>6VNcbm*?(J3>aOO*vd+>kzNH$2%PSeYwWc&fQOVkGFNuZ=Gq-iO
zH`BHIp4*eKb<5a+(|fE>@A>$xt3)*Ud;f{4kWlB$!ANJf*n*Ivgz?z1NSng+tgx&r
zP4|h?p1^Z}=P_Kb7Y6l2TZg5C^y1p5?GH;3-S+9{5z$+g<EovlZHaL@al@G?T(l-0
zW+?2Z-yQ)*PV5VYhfm=|fo)zd7Ma%D8EF62p@t+3WiXPV!Oet$Px1wRNCa{8QCBZ)
zS%j{V2o|Z*0KO3Sk<<e0NHSvz{|82WbU-I_EPLSZ9fZ}|3^5kKR|T|CG3Ux0XGFyp
zhQrYivXD1nX9MIVqG~i!EK~03TeKw;Zmyu9AQ`;_3^6z+#vh*vfhU<V1B62iX4Nsb
zdcBgYi4}x*tHl5@?uE}Gj@ZvIMw6!rCT@hl_l|&Cj)b^#9pk>A@B1|o$)Rf4cofP4
zKCP6f@%NX-BI`(kf(xP2smes3>Bji(J7e&3$JQn4M2rP~4|m~LXt-ZnfS^wS?kwm&
z#RFM|$~g$_pI}I;k?fH!5WbA4t}r0Sx#}Qx8bOc9qy(5D*mqsau|+5}$XY7!o{10~
z>*#+6k2|o8m4LtCnC-_2Fn|e~nfl`CiM|CJj$G)R$Q|Oq14j6x2PHat{N1d?40bkr
zT1?0&EvU$d02A?u)0NNacV-bz#+`tmFo)q0{u{Pxf9_CB<~1AK_bagSgidS_x1<jt
z1<$mvzyCP)#_KcBsi5C9#ZD%NC)UQ7i)@+t<9Za0u;bCw*S}V>P#u)CDtiGbR=BVc
z6<|Ix0D^!hDfXsn?W4;YEknm_zb$fWNdGL|e`A{GSr&te{)w?CwsSePUD?^enuZe(
zwm)BE*7Gg!{R1Aa&5~x@6ejD$R)1;wy2^SFC!Bsz7}lEA(qHaq8N`23nJUixPTHOi
zV#;l`)vX(|&q%mTiRyIb9-^%lsrHrdir>SZGP`)DqfzXonZPeG0WRBX>`%<^&ty4F
z_>SFMt=|10Wj=ZvrB<r<osFD&r;9EA?w(qSl>1)yCnP4O9t#9x<Sun)T&94&kcc_S
zH~?E)Bjn|z8gicd;R&3Oc*}OV*t;$LqQQ|*WTUw$Q4mwa;uv^9Ml2B*DYP}H@)bY=
zfL)B0Zjy?H#T)(I$uY=WN&eD)X&WkoUL-6SU`*5*x~wTkyMj?@0oDJAI6Vw6k-}-B
z3J2)slQTo%Q-LNLFLqvr%uVQTbWf$-l<RlEt_7?bmGtQnU^}>)B#(d6u3vnYF?$Cu
z2I5K3Wek6Ogj20=Xh;z-VM^XkXt`gYqnVqRsrmL|D84Yaczz~j6_<UqscOIiD#3K^
zX~TYUumAy#N0@*~HZcmz{~IK8fQ1gyyP9@Cp)QD(bkL?#esX{^LokdKE|7s-Vmq0#
zXq%bu0_)x{F`r_HWVT|zTxxH@OS&Tm4@U!c)auSuFtx4WJ9Vt;%`SxaC|Q^7d<zo9
zFrmvH7gy7M4L%}oAhb5fGJp#7rE!IKZZ<&q8x+8gh1v^n{1Rt4(mMG26$$)d$DdnS
zd=eT>oU-hX8Q{*={JFS~>`wG7`oK3Jb90fkix~0`wCas78;f?{Ts(C)mgX;qBI7<;
z1n|h!nPu82nY-Z%Rg6(XH+S7EJmULE;QJxomV?4-rJm_~q}GbeR(z+T3Ku%EJC1GH
z=)e&}c5fRU^@7^8pY73m7_a2(+72yno~oyqWmh)K`l*v^&C2-pNO<QsZRslgrHL=O
zYueN7bCvF`SqRtuQxQseFXf%~#kR^VH@_bLbWnh9vh-(nbfel22ScfdriL}5eJkvY
z({uaH>eY*X%7lD>;=vpk`C4`JvCtRVf34Ths;gDX<^K`ijWI4-KROfTR@}_>9{VOQ
zO4<zWl7awm5dLJf5?hymfX_pPuztgaUfeHW?N5*rg`>-d(JFPQmArg?*JKo~f9UCn
zxw$q(@`1=n3+pFhfr<h{8oE8A@y+>m+XwQ}@4@C<yJ?wt8=-#(o%=XEZpK!00wH()
z42vpEjq{*NJOphs9?7{6w;f4XhszED<*_smpcnP=P!UFNJlFaY9hIThjhH<@p=y8g
zW)<v%kr@o`@O>${$h8-ZdJNkG)Bt~@<U`e{ERcXD5X60QYX;RV<bzis(jgV(#MfLh
za27y4Ypx!iyCjq{DaVe(+Sa>MufTsm>xiI-2)#QrPE_sf=p2$f56k@5pFas`J;4Hj
zB{u*;bbNyhL@n>uhTp$+>sBMSw{A!E4M?7F73hJ42%I5D3u+ZTE|Ob??AP?hLO=6T
zWn2EIhEJWHxgDt^FYwOmKU?;7nUo15qwpM;Eh<WSW}+F01f?@C`^#bkv5wl8tLWE<
z^B8e?=FOj){11Vx(eIv7<`NG*T>dQxhGtZcK>3EiB5-{ta+R^%yBc9+@*L_m5xf3V
zwPs@IQttcPki2y$N~48j{_aJK-&li^&aqxd?-^eXKO)1HD)8gotmTOSt~gpZ7q$;a
z#GijG*4!-Y|LSQfy^n?8?%N}3DwM}O-VM%gUOL6p@wipVD_E{1VD6Is?Dpt8{=B{8
z*B?4so><iCl?*jMJ=^7CYrZ$V&y!I^;$VaN`K|4Y#<7#tce5@m9a-C($Ma<PL{sj{
zh4C7tH?*mTo=2#gzp!HUbXo6`bwu`~*a%}wWIW}>@BhgKnCd)R>zsLLr@{-#-mci^
z`aTx4;?37;=;bF*84t#(Uf~ptn0n3lAmFF!qFHqKe4@~DVnDWA$VGc$n?h#a#lP!0
zth>US&c!{teN+4cwQiG>hWM}36)Ih7vUA^zO1H}e8};pebn)iQ#B-z?#78)+&aBH2
z$EYOc=%UN;1GnE7qi+FO?Nn4$?0Q-_7I+p-QGyqsjG0H@qyv@cL!-^Gd&ZgWZp4O9
zKoASHaVR5FI22-7GP%$LVx#f$@KmHEO`{)X4AGZWSGFHsl4;W;3&%kl%MX}PB!U7#
zg4E+_E}b~R^Xb?xrvp>Klu07<4+MWq@2g=^(9ekpe<1qEJ$i8j!))ORmKX&@CnPN(
z)(xniNvTML_uxBdbu;h=zb+nkym14k@<B{1w#S4MQt%_Yu0?m|W-BAN+uRQtG7B0=
zC`tEVi02^~Y`=`8tIAaL7wkodjVB-%a)p$XH^e^<UC-)!d=7jzGENt}lQ;@!zircV
zKXjR2H~Rq8nTG%(raO8Se35-)@Ii|BWgtqF8>deJQrN29gA)|4;l)TK=#E0$m_kR3
zvdaXza8jwEtOcKE4x5!+4Kjw^yu1$q+Sp-W5U+X+nG0$kI*EJ}F+;o1`S3#{;>)V{
zHqRr}FtE4qr4Ml*AwGDp#_%&@OE&lrfn>C(@kvK1AO+o<C;8^IFN1=z6DD*7B0^X7
z%fvb4Ma|jQh)X@ei14F`w+Y6?Qqc_6B*EW?f_x5nXmG=U-SbShJzd910eyTwLG|QZ
zqc9o@XC7cIQ(za_98BoX<p^lC<QB&)-$HpsHEItrx2}%~ZW~^ZIof-w-sD`Az0%pq
z=ohjK-ZR*ny=Up-xB953UbcGg!u!KUG2P<q8s+-jUPn*P?!BsJEk4KQ^k}8qvYN^{
z#2F=dUo~1s$wuG5Dr&}-?z4q$Xh{9L?x!%Lokz<P8GTn;cE&y_@r__T>Tv3K%76-`
zLiktyAS2HDJ<hSrMXc`gUGDeI$My)y(u(f-(M{RUX<hnYHRQ>f)|na$zs!sFe#sWD
zSJw47k9|zbiSxR3nU+<>Ks?ut{nNMYmo0-1gqRE4_iec{-zGWeBI0AqX+V+5ph~qM
zHk;7&;2^(&^1oj(ML(34^HkWTcE4J9!PK=*zg*im+CTi(J6<q!_psHyNn8J<fVm{-
zbjgG4+?QM)V|L&Q5$nZuo7lrfosfl+%oa{g80$n(WT5?_xcwR+0H7(G;A|*`)Bgla
z49Jv8U<JJ}LozG5zZUK3N61^60GK-O&Uu0`jFvA{Wpy~-k<8u!)?;+f@Wpf<fJV||
z1*HUS!0$hP90QBx+8+yS#-~DtgP2rF`3&6$6m`#w7dbOWIpMvD<1rV8mMO<1vAMBf
z7@(ar21JXw6ZAJ{i@uCxCSpL*10?<c<w_M8WFBN@+6OKE0CYn}d6I>KL~!7Z`l(av
z@z&mirv|+^X)t29CMD$+GIX*cf!~2H@)5PQ!7zj0klrejx^ziWYM~O)BVw_E=4fKf
zZErv$`i{|u^~c}$p9d2S+A`w70Yjwk_|*Mrp_?+~D~at(lCtU9#bF?eiLebSfVoVV
z%1dV>-bm#41T%q$jyX680OfXT(HTS9OD2h<Vj2P#M!+s$VH9Mfmn{0{{~G*MUtrAO
z%(^DSPzxR!#B?AxPl;92)t~}ETmmFd1?UmrynT!T^r#8RD42BjE2zc@2@Bkl?~u1r
zZ;-t}fl`MEK@q{oG#K5dI(H1kke`}BM43Ggl!h<>^y8dio+peM=j2d^bI}8grN_kQ
zl24!b4OuUMlS91RiE%5GziRj$#M2Y^pxEl*3}67_&4c6lJtC_8A0@sqJxHf3xJTPj
zWy130G_aU!aU*7T07rEcxyd2?V{g0TCji26({l_=EvTye_HT~@sQ%E{;NDv>dm{c8
zJH5X5d^>v1M^lcm9JgLqCM-<vj&up&Ksj`vtF}dAvxbjRDu^{mmjR-RTXv=<gBOrJ
zkQu1?|M+rH5Z6iE4PFvsc1R{!61-=;U5?4e3&U#+6HYear(uo3q3eux=;{GSBXnic
zgN@jTu$veR;uodHC+$Abn7)NES7hrh3~U+;ft>^nCxW1F7=O5bm0s!sH}|23d1)&&
zuRs7<^Y24Gz7R~d<436ZA3g08lp3Usjkmv`*hgB_+}t<L-u-`fw7vg(o&LYCz{|=7
zHw6CoGGo@Yr$_@67v}SSwaEYPAJ<-6Qt~`LX%{!Q#*5!Nd^sEbAKsBd=h%%-sBWk%
z^}vPR^Piam-8?Z~>!|~CKj*)G{&(yWz!N4}7nSpr@bx^U7FpoQV41B$MpRl-a_qUr
zN@feyK5p`r_cRh5q{!!;yK!Y}F7vCk8pl_%$M};wDIpGz);_>Os9Bal;`DJ3Eb*J|
zmQ86+1b-ycZp|{o@l8VuDqH7;&fVP_RD>ZSlx4zJoKL_O1Kz$pv(xvZDcQ3d0=T)S
zV?$hiw3v#5^>!70RCXSU9;g0$pCt~syU;oUfuJA>BpU}a?+Fkz4%qP3ZVDooTv4$W
ziN#vQTpqro-qk%%x;N;&Ilm8|!l(HrM1XI<us5g&I`wUpW4pp<oPt*O<JRT!9#$}|
zCy&XFzj_-RGsnP%XB7K*jB%nk!;S{!D6{2ZfRP-|Q^yd1?A$GQ-4y@QnEjOr!o@aR
z$hOj<098$^RASzy(LDC6($-xG$Csj~)&~NBKuwxJG0%{|aE396+tkX~G<a8`%YOd{
zO@2yw2k+K*acekl2-M)tC^JD4oBm`6s`#D_G3{2X;#83V{lmfOR<|Z8YbnNzjk_+W
zq;l3hpXGQz?}*jO9Mx5MA7cF99h0Zj#QM6k=}dTif22#j9DR3x>xBk`qjv7*w3ef^
z`H76b8|5dKhxb;B7pW!jr7%Tm3)}3DQQz2m?;_868pa^`;ip9>yt(Gff>aj1UHsg-
znKAc7{N@>X;br5u(o;XB2R|GMWKm?@{Mqq9WJ>#M$v%pnx|s6&lL2NjDJ@|%2%0Rd
zspsb16l-#7!-b<;7nRdCadUf|xx01Wx^tbTgT679*}hb~F?0T24Rhxb-_W#<(tNgQ
z5=^GBRe06+L%llfQpC5xdy31uDqRaBu71cEeA}GODMFJHVx-DzroDNi^-OV`^{(YX
z!+i?J`!BpRp=`dO<8;88!{(2ZZ&l3p@?_eE-dwqdVQW&N3?sKJsqAumLzDS^jrNw8
zO>eL5lzwv|@oHjva^Yh-I%!4o<d=rsM_-QTWLztdYh6rv7~)rcT=1PoPRM&Nhna@`
zsU->u+G)E-lMAjooRg056wa{uZa6f3pQ@*6l5O!6^&73XYRxIlbBC)0JlkRi8->y+
zTV<qQ^>LQItGh6F^?>SfRYqMzX_TV$dIM9+WGkOB#Y@XSZ=JU}+L+dGN^scz)bV~^
z+?w=AFPe1)@;=MWP7<Pr8^q~iH!>J~o~ZPlcVIpzrR}xt;Nvg_Enf36v!{P3D{F80
z2o9>MIKSjf8l^V|ap1j}6Qzl{4OOyLWTT%eXW9R&xvvarD{8w%S}5-BUR>MYRwxvg
z;>EobDeh9-U4jIPQ=CF^f_rfH;%>q9hQ7b<k2~+3@5i0HCo?&d%-QE8XUlrlUhCPW
zczM9t$>Dut8ihqyr+PK1&Fs!5Q?lm9L_&zjv**M!yDRzfXi__CEU#<zq9;|Q0;QCY
z4f>;Jl(}1$Rv74+kR4MoZ#8VR3g0zGbRnjGW@KYtmvO%pdnn}8wUO1q3jPt4(S3Y}
z2n6_{#^Q9v8Ti%t>blvRXq8uiN4DZK&c6i&PgjO=eV1VeWeG=WrE3c~(0ctnA)dFP
zU)7+Jy+|DwKKPSf-Bnm!Ixe2VP9a5?$fUn*XQau*oAQos@4d;pZG+!opa<d^tow0$
z-*b$)4O&{QA}?y`hz@5<;tj)_sP=jpT<C6Ern=Rc3Ey|~lYCVQ-X!0+Pmv~bS<5xM
z&P=hb*uAD0?f0p#yUD?+f9aaWMg}AYLnnzH-;&rMb$1{4{?=o&cd<n#VQh=Uv~c;t
z(?#Zy+CCEzmc%BXPQYb6=+$gGV$Z1*y?YDh4tnRGblXuTx*Wrd*Xf?a!Y7FTVK}37
z-pnT_&Z!o~$;p0LNoC<Mygn2~?TJOuTmya8T(rGxAkcjnJyv5GvX9B#{mnO$!@p$4
z6y2{8jolG6WF1i6M6#&e+AG-_ch+*LK-Yh2wwQZzL)gBj1j=rX*g2@p0U=L$UMLkR
z&OzXZg;iP+;I@BVp0e3&{f;%2wdRU5=M?)WLfPJA0Z(Jo)-}<0KPYl5{i4-^4Op-o
zDU{M9M6m2(Fuu7&LmprdA^R6L$wc%><#lX$Tx}Tjw#|q2ISShk-T(y<@2c-o&Db<q
zXVC3YNp*{A={(vV;7E)hvNT)8$(#K~!nD5`b$H9BgudgSwi)Zu)1E7v^8n${G==WZ
z_0-g=bnChE+mJuNRhjfi$)$%Ax`OhY1U;t^D5K9fytcwg>x!jOnVDaIetZ7~QvksX
zmDyUQ)U$jE3eOKTey0D3dE8t0NLWUqS;lyRV5e6V=QtJNvPiG%q0ppOL6ELn<*yHa
z4$I780>c+CQ$0-QhR;6=1AyHxS#V)wUI&a)v6d;Jbu3jQ(u`kcS&ZR+_Ch}hoz$ti
zAC&RweP0OXPdE`a{F|}N#E%2W{3xvtV%}XLVB)pF!n^c@n11L)dQbmttq3BdeKjFw
zTI_}sp8@#-#&N63P|RTW69IB16cX%@*(<_BwRlWf?%_;lzBM>fK89z%AI+5yHUZ_q
z_Qje;XG-`q(q@0Q29LQGUR0Dt*DmO>t^?23r+%(1ROL?-XqscgCWM)_R`mVoZNq0?
zP_jZ=IwtMapk-GGMC@!b*Yc>XHf{MAEc3kyY!8`p#Zk;ynDA~Lwo+90`!i0X2D5m?
z1IG3mcNEI2NL#K~tTRrUWhrKV7`%IH=MAfy8xYC)>vD$jR_OaijQ?&Ul8aP@2j|J)
zCVKlEaL}Gtju)dD2b|6yEE5Yn^NQZPV?KUlqi$3pYP#9UhVg+!3&~G0!MvKk@5fYK
zE7QCCOERkPJz_@oX}vCrDsK*pmLx`bi_wnAwRo-P$VK(=y86e_WGgO-^$#CCu!;zU
z$2x}pNGEDnc@Qn8a2Q?wJoKXetxLf!<5q1AK`89A>q?iHdEHxMF|2(faLoIj!rwKE
zvb}{p#JYNs-_r`P3ZWdBdzX?slPM1i=3jzTH1v3Zt_>KKEd!G@A8}|&*(t*CkzXWW
zG{!5KaDF*GQ<ux3llpi`Br9&k^tR%g$gy)x+!qx<ktERS49qZ$8Zw>NgtO#@D>myH
z)kpfJa#auy=eGWAd%j=0(Agh0P+_01)B9H3u|Y-2KQ!089yU18*=F|*7P?ku+8i(n
z@%~!SqkeSCwoiUE6;|X~*OkN-P6LHT>1saeSooZxx;?!QkFyLpC5h!WA1BtG^U-~O
z)=mZ`{%nIsNA*>?-io#Em!Zzh2$uoXOw1(o9*2h(X`in%DPD3AC1(avcyS<OIsQXh
zic!bIF1`s<ZC8!en-2ZZ)2E-k&L|fgGoWEI+TYB=5whO}V2b!8XNJuMa#%XJkkwOP
zSjcmry8_E|0`~?B3(PzO6K%@QxP^pLdWIn)*L?I)cgK%kSNjJ=``KwN<?}o9!X79{
zgEe3{bCWQEf)<OMKj-u<ZBHQ#<#fX09#~Qpz0|374ptZh^fPpYohkeMMcW*P3|ktu
ze=YGJ?9)M}LiZ1sHj-lGLa9#e$)#X>9K*_!&kI8QSN;pey(7V@mWSCoK50q(J5w$V
zA%9L9Ou+E(WY{9b|5Yvj4Jmgk3FY4LIFEyDSk3Oek=ppPDS)#@O3&zh+GiGT@xawz
z>TwfO+vIkeGd_Xs7+#=w|0N9Z0c5r@x50CX0rBDaTiz>8Am*Qy=X=?HMPqzdWm%&c
zoYxE&jVgCBY5nW=iB73l{=qjWA}BsWpmnLt+Q&2RCXU<Q;4}&-3IEMP*XGaYY+Nww
zv!)>=dcMuH3^<kwn5As4DEN0du|S0UC8<>Yt0Qm1=g$vS>T#P}c)*5peBaS%^Sj|U
z23}1Zp(%<+A6HHttwhe4r%PaO2kM8MVzwuqn%`vCCtONw;rE@*#8+dcTv}2jCq6AS
z{J7EYv43plUepTSRtER;LVkUjRf9z^Ff7pVBC)N<1(5PpD6Hr9(9d9WRepj0t(_Qd
zSQDlUIPO{31|pRUjvwsJeEvQnWJp^It{H0?wGm#Tw#n7oP(pVX4F4%VTSZrej8XCG
z_ht}=gCVi;o>SUy8epi9m!%?q?GJ9#t1;tkY~2k1VG%Y;!N7~LH>BT)2Q#AyCwLM`
zZq_L~3xob5<!8&9odpSWpUC#y{@Hfk1Ni&z-va0!N8JfIzjWNSmaKh8hF1<5-&hg;
z`SnE3q6N$N<RUkKF2Cp-<8~nN%!yp^V6;b$<(n+hbQ%{7`xx2oo$r7v?>eAaDNu+K
z-Bgy#TX0=}U426K-UHp|`r4>-3~ni519;t0^iAoH|1GAj7^P(F{V(V&hk_;4>$bkq
zqcH29Qg*TKhX7UC+75p4O4aM+QL}ne-MJPs)QohQ(}hP1*~P9152(%=lx9Rot570?
z<HEB^Ktq<%V(QhE`|9g~Px-nN4mQLJ+E&Odinmvc1FIYs<3t&<qVX|$Su?@}6M-{(
z)h&11ln9KiA7KfebQ?q4<QFD!&>LpU{fSavqQNh$b>f4H8Vp=P9MgC}u$dFQzT)H@
z`MY3c<vVVpK}kZTH+gpFCXBu<On!i&4_<SL$BKbSjg!%Ot<A-D^B>gqlbI&mu)*^R
z;xHln30lr@@8x0R*K9@0^y{pVo1&BUatW+LFxf{aYpKAWXKW1+`H)w9;@<i#EB6pu
zgEA+3d=E~x<FDIDg;-tLZYP&{Xa~9`Ig3g1o>!QUCFQ5f&akiulW&%Q889IB(y~$k
zTpK8oqKO_BW^y%DE^A2Am7auj;eM|VlTzg!Z<u=6TftdiRttXR?jyw-&~+=u@*;$o
zx>Tgh{`gZ#d@l;S9<NrM>j`$DOxw^Yrg>E+oBQu8w(PD5dH9yA70KL{!yu0#azdsr
z0_VV;>NMRm6Zcn>t0WT8MDCVmVS(q0d7Q4Kf+8#K8~xl|+FezF_}j=C(~|l0?c~Jy
z+Do~EgB2;?x)o_??@L$-3)&-Kz3xlQG>Ur#+O(g+@H)E(?dCkB+unt4Z7;M$50h)Q
zU^21%lXBS3YzuR*C+I@Wu3^iT!ihDIY%gEuH)Y{-4al$+(drofvz>IiZFu*|&Ar>B
zhV>H{#eT!zZ@(m=A)@(3lpCKx9ut0x?Vf#_!sNTr8FXo6NO<Q8HmFv`4>mxGvu-^-
zya!qRCGxBi$CIwwiiW^!H~o@Qc|-)t>%52ol6s+sVjI!kYM9y0vA5^-h+d4b0M>Sh
zKC#H2Gy;pEc~?aB$>g;iV?5z2F*PC><Fp+D&v(s{1H^Us9&`aM;&)}k*cmKG@!<Ut
zXE6^yN|GJon??bj2*6rB3EkR}N`Nlm?H?`&{C!5t`=Ds)z_&45%aO?+61>j`u16in
z0GPrj_$kqs8#_Im*BSk1e0<?Ipc<Gtvxylbza6+UWZvBzctpNNOD@UeJ#_#4v*sO6
zBtbt=Rl(e$%{!vjnR-Vg$a?2f7YP7QoHV0tSz+Hk9Q{a))28WCcn_GdJKpfluPE!+
zT3V9c0+5eu7J~XwE9Km78s6StQg@$2hb>cixxIU5X4A8+11Nb+#D38>z~a0M2$CPt
z;xgS7o*0}h@K7OYs^uZl-!nP9m$#ghy)ITV7dl?PI2O*V8WpqX5&8g3Gze~9a9%Iz
zdqmBgZOkOIvnHINzOLqOG}38K^U%98YJ8>5p5N@ehP$?0CNK@2>)xJf%DfYZZWg?s
zcZqtLr8ZAg{gZH23w$`6zEO0oGgznn*2^4*VVSB-I6bH3aMOIj4DKCUjb8>tR67`l
zbID2vy?)XmwXI(KW>+)~JaJ6{H(d}Cu96``#A&l*nr(>t`)n&ke>!o&z1dr)cT0oK
z9YFQW(Qd*EwgDkosFjKpYrebyU~uZNKkSsleFwwh^&dV$THfdnmaKT#f|;T4Llw#%
z029<|5RP++dbeZG+%?D6l7rH3qk$k6>5zVBHs(EdH}ZCyEE<t_@o8=rTz!0?S;}EC
zw}k=q{Knf&w5yZ`H{iLteh8RcLZA0^5?xZPiKp6=HGTF=M`7|=rkEE|7AcG9%cEbC
zh0V(h`Ka)tE*)Mc+u-9*Y_pmEy?xqvWTP~!I*3(lda+KWGfT+;qO=G18wuVFB8V}h
z!ZcrJlK+qCYbQ~;{JTI3tF<?w@5^?^C?IE0F4Omhx6sqPTZ&KJOymeo1i$#1s!fNu
zVY$fpldzT7!@<4uF5g{g9?OEKOs?ErDpn)5XE3@egro%H{#>iC_y~nSq|uZ1zf=<V
z&bXUs9(5$3WG;85GjP){a5wyl<ke<NDWlG83nj3RHGQhrIdEm&NtuqmaFiI@nrkyT
z^xE-+oXM{ar$_7LEf-SV0VzUJ7d~0j`|^c^%fEMGqsSa;*x1he&9O&st20{d++Gu?
z3|^2(F7&-caMoS$SbVT%_R>zQ3ca{Eywv#V!E1k2p${p!+i!cpFOGR7uhry~w%{Z|
zN@mKRUGXx=ARj&&>F~vdb8;|3#ub(|MTpOx0}+}TJjFya{}%RiOGO)h|0-zCGFu?s
zH~Xd;EC_2QzFpkM``%h0^Q@A^3l5mKR@qU72(%CCpJM2G^O%FaqWD<6{?{a9a;br!
zye)k+jR=dI+Qk1+-(dOS4N2x;i!|Qey#(n<@&PV3kH6BppJP<H&QLltD<VS9%&sx>
z5|s);-y^TFrC|+S>MZNA_i)gQ@C(JgjvE|`-LrL?ZBC%<Di)j0mNR<ZB*ks&aI=r=
ziB}?($Q`AL(iHI>hfCM;Z;oUL{;5}j1%f1!!(m`7$)p?7jy&+pZY418z7%f2pVtm3
zlm<QbzS7MsSt&y^j&<K*E%3aj6mIdOR7a`|8pN>ju}5sdDp+jd)UsarA(TSd`Dox`
z_~Mmm94Cjl+~k^Y9c?km`Clw~a!sVPS3?Sn7Tp>7q7*&;g|pfz450Am#Sft<#{aPk
zHFm&EYf?|G6EX1(-WYwP_1hf5GO)_x$&~c9r8ifZosgk23N+Pn$el<;OAwux{$0W8
zV*H4uLZta0a7*%1!@u%Bpl%;A^XIl;nl}dh*Z*o`HioIii5^G(Lkq*`;+Kg&ENt$7
z=X3v|-v0uf{~PH2AK&u-fjj=6{saF{s*C7pVof;(9hDgVrhSoiHRlmzA&<}>uR+Q~
z&8@M%YE_I@xgS9Exy9x1vz93wY{?`hAcpsfrt`ScH#flUf+T0fmmj#9EeWr7Xt9i|
zbf1z%Qa>Y?Sn+}6dWK(;@|=FJ3%=HVKE7BVP|d^0yFF;okYTqjSjm5G%~#51^k|GS
zzG(k+XP=@@mPZ0$jA)=^(8qgu=C?%-EPJT^;2xZm7J-;o2*B!Nvb$B#<Ach_>+qaB
zn3I+gPjM%<*|-g*j$4c;usn7th+r#G>LL`SVP!QdCu>N%=52s#;)8tdzji?j$kL^T
zIXal>8T2}su>DS!5*09-aTW%MMw3==*f%P7V!L53uF$*BPHqJzkh|IwK;o+*!$~|t
z`yYWeULR#J^EQ?VzO&E97q4C>7z)9`q1AqplK7mvcX%vbx3kedEig^m2S<hcg(`ae
zjgih2iPp{ndf2E=AH8PuiA1STP1CGqOCEtpZ{@lyQloa_Gr090!**jB3ipIzW&Fw@
z?gx=DL#w9(p=;-M@GFC=8l9Oum&Pc-7SC5qT3gicL~*vFDptT)a>i?|5l0arPPN8>
z(kw~!5^U2gt1w5EGV%;vQI61889loF3Ew}3p}*^|g2(DUZ6;EiNqDCJdd2bc?>&6$
zxG+>0>|qAJIrG}~s3G>S!4mXc3t3!*e<ll*UA1#$K0M-6t6$=ZeP+!?{ye8{z4^X%
zTEhD4o1fyyf0~yaN}I8TxnmwCnk*tcqO#wZr0$0-wo*`tp%_~Y+IhRO(LJA0d-_cT
z9Id*UHgC)9I+ON<UMf!Py4Zi{vv-VsBnn-729b4O*+klAp-Zl=hUlNMof9EpFI~#H
zFxQ9${XD2s+c?6x0oP+t*zc^B5pu7uhS-Ynha7Hrv={>Xj*oWV1aa|cbfRf1D7-Yj
zQ4&1auQBq0&wU0te9=>oEf*q<AhE2z2P)h*Q(qUhO8c<+kmG{`b{%j}s4nx)Z{d8c
zqkn$R9up9V${axui>2XSLVgxYdvoco`ot6H?emc*RpP3RXuAV@N)eHb&WSH<g;yX)
zC}bR(w|jz6V=4KjEvsjh)*wyF%$^hXc_YBZ6Mul0a0(nnckcNr5luNe<e>mxuAH#*
z{xflC=NKWctY0IyOATibHhS#OU2YsPKt#7H#a0RYD+tXd6_f9f0D2o`cY8AG1JlQN
zVWPl!p3v%3N+}Kz13**Ml0EvXd(PYz-l*$Q1{|@RTxXgeIRZb{c`a<OdQ9D+AIR?h
z661oS#aS)6&S&5liQuh_>A?*l;fbQ{1vHLNq!k5u)2mm;n20b^*;zfn19r1mCR|*h
z@ebI1qC2`;u-=iI3L0};fiY%Kl76L6Qd+M#G`vIC6Nd3OI}8EV^*nUdS=c9S`Aa^v
zS1t?`IMW4kt3)u8Lydm}ui<m}mkPcmgGO?kO8G=9yDj@wNLwD7a7un#N!{%fZco7{
zJ}ojHB0NZetWg8CjazyDp}h|R19hI8loSh(k2b+!Sif`QQ)7Zjt@wqTMfSr3D=)6C
zmXy#tb&8Gg7JBapcPvHuF1*i$3=@9_pnl^_>GC)SCUut&I@xbITK@`cjkiR(vLc8u
z{*IN}1aGXXQ{N2$L%1pP>2jO!xkr}ET|l_%0ajp;byOoZQMNqJhIje$V68Sg_O5E<
zm7@N)y)bwE2<^Q(?PCx?>iaFdLGc0SB9lR?R++OtpI<AZj}Y}>8;Zy2CJ9U#PMdqe
zuSs3vab)bB!fA9D1%JInjKn5ppelqdEEsYqsn7h4Bk<zKj|xP_qynD7$mvlzOCs+I
zo^t@2jjg_5lOWk@`o)Ddm&p4XE$B3-W@P`949W@!dw2%&f%VI1r|WBM(e<u{HbGQ`
zK0IO(Qwe1MPyw@wl%H4HyPdjU%zKbc>k;n3+n|QhUr=*Wpftt|O`c$ge5gx*Z1O>3
zTE$|?R3lK@bpQ=2OI6!cA0={cLQFyV1GcrVfArxcZss!1#ZmbpN`C>}g8^=Mm#@24
zz&hAcMG7vyK03rremd}x|Lz0wZRxz_0*dBi<1|+)h-%LYxvJ$Ni6yrW5ld602^jcz
z!(`9R{av{#;b<{e@LxCNL}QG*IC6K^KJf|BY5swHYfT?}uhPa7wlYE;VyDR)ac=nS
zvnGX^vhy0jWpdpp7IK`6e^0@sywPl|ap%HLu+O{52NwUu$^MnI+<X7V9wZS=!jnbu
zNThPx<pNi{YBy6ZH-swrG&lcqrk}kHQzFFaPHSw*fELb13liWc?^_!r^t!0?$NfI2
zI-W06=tXiJUxnjpFY3bBN}FAzb}Ht<GJmcJOV!t|wjFWnS<(arIF;smY(D_H{&%C*
z>HtEDwk+-0RH|m*{Pt@3s`{u~z2crV;quA~8ih<uquWGm!70o`j}77w4l`BHL1owu
zeNs}K$j6;>qp|@D<}@!avGB1KQ{u?jyb~<$x22eCYQ{cX0lTpP0n0qd^Hduoka4Pn
zji(;>^vRO2fDrG)J*Wy?iUxUnSBY?Uh7v_NRYk)i-BVG1r=9t6-}ALLrA+1fHtuzK
zk|d?xU&%^ZPL`2;(_e=ye<eRZaVGTH_aK^@A-Tow#5bl(ANOM9D_@(K&4~+(L`z*m
z=K}xnAqM!2aZ{O%G>0Cnfqy1vxqQCZwEW=>QrUsy0YttnN9e`Gu-p9W?#<;1vQ^ES
zpa|Ime!P-HTB($CxJK`o;{mAVwElu0dVeSlC$!HYQmfjcA0mS#uD+PVB0jEad_fFh
zaCkSptmzZxn?6?+HFNtFJ>H2qKZ2Xy+utn|m2<nQY7H*yGLNkbl+jnSA6ls&c=roo
zr!D%NWv%31+4-1AwV}vJs|ZtZ(m#|TiBP3HSM-lyY-cvb+Xda%>fir9i~MvZv`wO7
zQE@}U79|kB!S@g5^Q{B?s9sgftrS8!Drv=r0fuomg48NCCugzRPzEzGJK+dKxT++X
z<3ETk3z!7{HM2qU`_$Ke=N4k};HtjTLGKk~YUUIo;cdV~1@eK!;H?l3htjRmy3?oe
zpg-v{cWN8oaSPDElI_Ieca;8`cryl^gIaxDD-Pd611Fg1(v}?MCvkbQcLGM<n1m{(
z-II#VlyISIRWBg<PndUFl~a2$Pgk`}0p)Y9EhW$mD&fYAjwgTOtEaW-h}n^pJW*c-
z^{K+G-7}%xeWgs?aVpNfI!}&`Ys_m0ua+@>W4Bci5x-R~2yvs8H-s4fB}tU)(a0hz
z;%MnamT*4w#WVG*u$fzVy;_Qz8H$;b?IoS`f`~y(u)#@y673{AGRMIgUBVFOXCRXI
zF9geyprtK*$4F9I%e>RZuePJQ{aM6aoPHL0&s8W8b5py0T1I;t*@s-LfSID{XMAF0
zh2m_5+$GY0Y3SzF;0p0aEOTs9%-m}O{FKqaEj^MbLl$w7BuQrgTyfZgJh`<gc3>s4
z>ONLpDI~y$E;zQ3aNK1@GFy3d&VxI6ioM-$W~rrV#-ejy)8QLS^pXQyNMGlD7o+1N
z;+r;ANoO#o`56+Um|VvSMOXLVuNs<S0uj5PIeVW3!g}hvcI{kLS_ESTI0>|$2?PHk
zj0uEomaut>dE@n}iQP55<9Dk`Yl-V{v?R~YD(g8wZC|J~e%QFi_AHI+w*w6JuuW*4
z7kiiL9*~|WQ5bB--9A!J9m5T)6CyB~aB*NzSA&U?@d%w`5$}8HMVnr~3W4mODF5r-
zl|-!=Y>$tiMQ%!3HRgQ!@7?%@&06@<I0cG{?N7z@PGndP4H=5E`Fcckun#rxR-e)o
z@MmKD-e#Vm;D1QCA`C1amaV18rEJu6<C9^Jap`l1(d2o}jz{055Io<#*8t?71d@21
z7N4yoPt<l}AxYV2NLimn%$R?AIDddmV;PTi94ZJ2Z*4_5u{hFmrzliuYiOaV8zwH+
z>$a*=^MCQ6pVchDI&P*OnhAXv<BMOb52Iy;o!s=<2!J9~1g7;Y5xHS*MapGvjQJ`$
zvswkz19b4?!Vz!Tf9;B>ek$C+Re4Xj@e}mLZK;n6Z{3L**WH^<)>c%#4>9-8+x6)@
z9`%gAWU<1TZDm!dWn0;chq5xP(3i$$Ai5|eW#Eh}@0Sg8sgPE-UM)mo2EKd~X5i?J
lobc}`EWPv9|363P;A5>d_=)j;ARMfGl2($ckTm-7zW|A|Kx_a2

literal 0
HcmV?d00001

diff --git a/docs/images/oauth-6.png b/docs/images/oauth-6.png
new file mode 100644
index 0000000000000000000000000000000000000000..c0bf66df3f54edab3807b1dd77c37623ed98b4c2
GIT binary patch
literal 68187
zcmd42bx>T<(>90`+%-rD4#C~s-QC?Cf)j$<1b26L2oAv=f(-63xV!G;_rCAeR_%VZ
z|7_KMQ#CdBp1Jo}cb`7}Jf|a-6{S!R2@xS6AW&qa#Z@67paUTwAe%nHflGqnb7sLm
zFm9qU>Yu<Lzfa~7;Cljh32k>ZCrfuP6ITleD@P{>3kEkcR|^YAH)|*N3+Ns}@Ix&B
z9ujl4FmbnWa{Quh<6r@y;N)m-;{An{<BOt`r-g&5h3gkqW>)quEG)b%th^j-Uz8Ob
z{M-#8AihAzh>NIy&pKWA*G}^2e!SvBIN$2871@sJ(<k7nNN4?FI?Z}qf$qs;omqI!
z^TQ_UnJ=oD;LrxvL9I>zu34`DRAjAdOpQGmeuN+CGjH;soY#iZ+=QBykRNLLyx&jM
zcknRW%iW8N7FBTVZ2;8YnRs~L$bHF4_dQ_Sq$UmT-xmHv7J@GNiEO~(EN%n!|Gc}S
z9?kt%4F2yHvb&2o2)&ih?u?5_!0^xJHw|_Ujyq58g4D<7=W8|(n%!Z^Ld5RM)_x4p
z2t^*D9{JZvRfb$6(KRYR^NCz^AfWmFb4zE}Pnmiw{I|T6_qUe^Pw9eG{dV_AwLq4e
z?R@eH-(wjWh){H{=9KB$C4^o4;)R)>9wVo4ijYIdgjWO?;;s%iG@;J~vg+pFox;C5
zVisFaKdq+Iz1s|7brDCQi+;a5pIQ%zd!$7R7n)zq|3v2VE9MDnhxa+NIBFKn)|U_2
z1&aXOc#lqn4<9mF$l=W9w}qI$w*PL#(GvHRB2LQ6%VpYqqBNf$E||=$LeRMcK%i9j
zJM0}#^8d?ZfP3>_GbT>@<$qBe-RbLcIY*`VHf^D(VN`PO3%^bNd^MwV@#VGj4PT%D
zJTA~|OOyZvvdY@1`rUwGoaBE=!G$e;uQpa~AyudKBe49f`|diNx{}GQ;hA;S#{8aJ
zh{SgUu*K)^Ln}Lt`aaD<=de)q?ClCze0jnPbm-QALdWM$dbvO`J54*(+`m6vSK6A%
zKRfSH0bfqPJ*<y|zpL~wJtPyBY?WHIo^M8#3k|jl6^1d=|7m}%g5t@|4czm^vkxPP
z;EP+6``_<1J&>q5jyqeW3id*a(vM0n7=ED11*pTrPU+TpVBq*c_3G1WbWcmb77}+r
zL5RQ$>ZRzhDim}$RGrlY<ay7<hM~;+@kx)x^agYc@y)tJ^6S}JTjRpVq$QhWBSE$1
zA}Tgm(HxtG2(e(PgaSCoqkiNdF3Ds2Z4HMQNnyCV`72;U{T3PB6ndKzx|0^T=zeho
z%<syaJ)mms;0YFxE=NXrT1Wy8hs_H83<5W&z>QJfg}Orw#YI|Ho#WLMRdm1W#bwGa
zH9kOOwmMq9uPxWWDBorkN&!qcGgsGpTy`ZlzVF7`)occECrkU2wLgq4@oOBl_xLGL
zw4>O%%6Y{*KX6=>=v93-BWTm_dme+PfZbg3M<NUPO+v`y+Zh!6vpB7%WtRI(L>;`x
zq16Bu$-LajCqu!}l06~UfJL92&nGOQHxrs;dbOlM1mi1|0U*G~kNxlqi$O%<{Fdfd
zvS|QLW4{1(1jE9c1)9?t%^!UvlSWn@PL*X58yA6vv%tvx@P6%j#vgU7FZA6_ug%{F
zs|Tmmc7QvcO3%9X8|}nFcqt4Hzyw^d4p5Wiih@NC1BaSCaDiK#mZmr~;fFcLnueDe
zstD<qE_PgrBVIGou^maOO|$0k$1(hmzh(k%nWH-dSQI|m>$5_2p1#Cr6KVZXvm%e#
zwfVQgf`JoNCRZ1@SRUhhe4O&$PAWXlJglTPpPNwTT-f>xaxJxmDEkj6oLvVwuSt>3
zM2b>xFB;MXGB-<o%%P?!Lou-3$Fn}UM0b#lZr<6~pCB}E@^S0<69nz61-L4B7}PYI
zemDz3yq&AgGHHiy9)=5~cq~=A%-g%YZBiTa3qtO8E&5kHvr>P6So^#-`pnRt+J`7x
z+~w{#p{`u3lZVuDxy_Eh<lqh~C0&9I!UAjss2$3l&AwLtZ>=>og+G3XtuE*oeN>;Y
zD6RVVR2AP{d4ApnDON5NEZD9#zcc7IeF|Er)N1vyU#QSnKSiw=sG~zMP^TL=l-n6_
zO5Up-8(`;87n`>B*+FkFt@!mvm6$gA)Si}Rp#2Mh%tr|Nj;7}D=&mIpsm?_3=r;H2
zQy9x>Za$R-v;?JxxB}|&K7L18djxc;=<J7JjOST02bH{$O{AQo;uc&;A%OOazZ1su
z2sQpec{fsE={dYmliBV}TxWMa(zc@Rd(h8ZPN*r0V_n_*Q}~CQe)`JQbs^(>D7Y!Z
znPWkzeig=4ftB_=3ly)igDo~!O2H_MnhpU4(Z;tW%HU)#XYeZ0IQ+y?>g{K$WqOQP
zwKG)}SZGuSs$I<eSm3E2$5PwvBDKf+?S<xnhtJ(~r`_id|IebUHm#cEu2qesLGLf;
z`=J(c1|BUW;op0gF}-8!H)4W=gVR{dBs&m{bTR+5$ZTtPz;{unS6R8uc4f$V=4E89
zBVyjnWmgB4vPI6HiGCPan2U2qXQtRizNujze6T7%$}tQ@o<s^}Po{iD@@&pY%F_Qk
z#1Z(IUHQf939|u7UfXYBU}D_#P0nZDu!c8fJv2#*vd+6cJK<0iu`)ph)gfReMd|et
z84CBP?woNzy;7Jsb>f+8E&>5YFimM>2M)7jnWftx29~3}O{cR_6HxJ4t1X+)tL3xR
z(PRt(+rRDu>G4D(1c%Xtgsfj{P**K#Vt%NFu(4Udg5X=5JULujih^F>sF{I=#=@7@
zRPsvZmga7zOWIOLFW&fo%<|{%cu2Csbmli3OG&yPH$<a`qJ8^U;v6}D+^HhcdyGW%
zXS^#=@qPu?C5<^Ta<`_Zj7&(?P-Mn77w^@wx$Z>s62gZUybKTW6QA)ARI?|mx&d-7
z$<9bCS+ln;3av0X9>@IqNg}`AzNyMDC^5T<XQGU8)-k`pfFK*Ncvzj0ryca=)rGi?
zbj15=zRJ>{{AOl`ak#~zn20b<Bds~F@KAAi^bde>``|Xz7f4iosIA!;do><<G=!9}
z&{$H&#4V=Y9_1E==jLk6Ug_84i)Ie=hdf6X;R~Qr5+aFfXgiPFrL*Y&gHm^?fcqil
zW~*<vSKRdVPfCyEAAhYUB7>UUy$${iA={E;c%k6)&;3}9mIX*xZUTX@-mqEBK$kux
znZrYFOv@t#H(!#@@)z#h*7w~{2N%KwC1PBAswYtAwQZ!r1cVZ6wOBKoUd5C^OHSTt
znPe2Wa7+@m#E{`;8pu-(qUCtN)pYVa2kIA^Z-{S+k@EPnGFqT9zm$(|%(J~O6>^HI
z7SQ|B#B3lcPSVy?xAIf|jTEyKkM}hgdV$=yB!0enyJ_D};@2jGAn=OuJE1C|j}C6a
zFleWq7D9iiyIce6Am{OkMzl?=D}hhl4dQXOJ(hG*rlz5^g6YODCwt|BcrtP3u}$|)
zSC_ua=5r$W#mCrywDD%mZlyP?+SRt!zXs8hdaWH)KfFzrRT~0w`>+7RYDOOnJ<~pC
z6({yK$$sE+L+zHN`gWt=?d2PeO}Y$VuU2!i$U0YA3R7HD69@K9p1!0Q;|<cPgfa$c
zKOIa7ZRRqBVmRPR?C6-!Yn|VF%Cq`Obt1AXh1WYBuEH3WtQ-%19YNTg(^BsmxjLt`
zsQ%{8nW()p$H}A}SEAbL(wPYC-=T~`L_`{kNUM<Y?;-g)B))ylX^~0C>`$zqDT9Ji
z%4JqIZMoPOx|BiM5@;YQp-dRwZM!9Jf*I9n#bTG(`sTg35Tb}F1l~U(QmQ<22Tx&N
zb~I-$sj14W!$JrJONL>r@E=UygA~lW)JE$@r{m+(MO@j_TsiAX3G*;+d~55rr{887
z{NjNPY})89KMDd@2jVYkPDk%0C}Z1Us~*>(+{N<F3sI`x0JfrmcSHnCJtM)^%np8`
zuVX_842&+<bqGTY#)B7{m$zkdMC%#hNAOC+E-7P7$DarYWILwPV=d(ayM^bM;B{L+
zZFn$|!vU3bZ0tH<#TltUv9KZZaI7XrdV3ty0e%*HfLd&2;%k^`iyCsXZ5X%|hc9++
zv|6@p;>F8D(2bhEuH=dO`CD|FXm8ALeBUqO<CY535?kUtXxR|T>9&#`il<<jY9dg0
zB=jTnd!tf;^{1qyTQ6wuBVmB!tOXC+nkkP99$o;?1rDbl|F0_~BlGnP&<q-QUjRg8
z=7LJC<h~q&lYQHfeqZNhO?i*{Rg3i4ubFt0#_L)VBxKM3C-kyZ=c)rwhu`H(a%siy
zg!gRF-hHz@H>!%8k-5PEqUDBKf6i&u0g!?{XStuW5zW}w8I_(DSid8~(DE~I3-B_%
z<2U&p?_dOzZ<Nv3zDdbu(o5UYl@h+Z5sI~-EwTTwJz;c1rT0;X{MM_=*`*nDQoMSu
z?@3bo!ZIGh1T4FMA%)bJNdap)vZ1F1-8-Zb!&Zk*&z}Hip(vTFf0|FqU<YBvH60L7
z+BWtaqd&Tj^{{2l9aXqZ1NPa=0c%h4t=S=#;H@OZf&L*grxFVf)*nJfpzhOl@<O$#
zgNo6|8CV(&<6^&CS0HQZgTZ?=F9qB=jq`Pt_12D$Zr}2cd%n0_nzoWOCmatC4*|XH
zJp6=!YBDPahUd1(ngLWJlrS4Y)_WY)dR7z#4VIxXX=Js9Ahz--?arJk>g>tj3<)1r
z6dd&>5w&EcdqET%9NNR5kO?|B_GBx;qTl4yYEBCWk3_E(r4oLxKSc!CQXF-xCfzL<
zf2WF!5dNa9^gIT09he<HYxxCIxSZNMeQNnH7h`BlsP~~KwyDmZNg%Pc%yDNkgzOG=
z2)Y5+Wgm>8KF-)n2b%Kj!3B-*XqOORSE~lWXv)<*kaldCRT}@~^b3!@>{pllah_`s
zT@F5m?8v}iC$~)+y$*7qywno>lX?IwR)*dVoZvN#lF~dcR^51VXW)$dj2Tk`I`N7=
zXpVi+VQV10r(ZhgouAo(1z~o|-BJ4$KT2LgeIe+)n-kupEv~USFKek=qweY!LH6b7
zanj#G*Zmom<=ZF4g?ZtZBn%;;R-tD|cGLH=h%s~lf=FH~RXn2MU>+--_Y4d*1?=aJ
zEEl`d2@#?8!g6!nRGU|BQZoZ?B*Pi38i-F{U52cZ4zjl9LuuSM7gT^{=6>ef`F+Bd
z@&_LjA!G0Bk(F-iK5=21u3Oyl(%u;elOWGORn**1`Xtod(!#z*#2g;z>@0|9&XmkQ
zLPDVtUSwqoTOl&i0VMgBzjI;&Z3T0-+0t(&W&Y{~2-UKgup4}}orMDOAp5wofGSfP
zL0dB52%y)B6h{T;9;Q|S$xE=Kk1gFTKh7a}VM+P=LHBb&e}81V6FxLSSirq$(mp5L
z>ryDzKHgZ`cjA6Hh!Bj_N0{RA2j>C)#JX9MDGLJ?>Z>rdBhQJyXIP&;Y=m0oMn(@{
z*H>#cTPOOtd$sOAn5ZkWcQ1N*YEZ3H<(p&b?fCByQWcZ8xt>jkP^Pqi#4Br>7XH}e
zzr{GhNvl`&M~&o8Hi}fLb1T4++xJs4Bdu{Wz1UJg8=SePvrKD#jYXf+O|f{A)-JH7
zuQFZCC@`%0%AT)Tp`2-E6T3?hSH287q`!LWfodJRW>SWS01twe^Oet{4Xt{gl>gMk
z@)Rk^iOjva&dFyg?&*>bG0iFC5|rax^g2%`E4;zC`RCDM)BKL;LO8|QPs*k*`8JVD
zSp(&H+J~W?X$`z<G@WLo`-*AcVOMfETg6axd4sKb{y@}Xngr*Oh!CARBry3?cgeJG
z$0RWOD&@a4e4WcVBrXKxPNB~o-8MfEPD<!)p@1_=pDV`oJEI~)?)C1?{h<4zMP--r
z6)O8oc8n|_?ct!Vx+$Sii2V;BmVM<d!u0}TVe>+Ed^NN&>um}!gOTqDn<PGIAcEa%
z0RogkV+T02^bAlcrHk#tPI3JamRKd@1knlvU=}+{oYbUFtz4<~KHa3Q2yTVOR@6Gs
z^pjXGWPrRjp+j7fDryPyc}A~K{!o;kTTJDY@4TXU*h}ZER!kI=iq$U%`3~JwN+~ul
zxX~WW7S7uCM}i|1EI8<S51txD4-n6DbUfXQ&cq3>>K;iW@t+<6w1DlyQk$pUxczS*
z+*!`mDVMnblRrySigB@xoBGDRBffgXN*{b{Ijb3T6#>YU+awP#e4ozz$@Wq;t{%qw
z%gWn=uDcf*`ueFDEeFLxn<{FzM3c+C*X#`2g``_QW>v%$ZkY|6=);i7_ok5M=U0r~
z-GmGt+?H)R^Q+@@sQmhPep+2-3(f~zY;Bdso()ZV>rQl0(js-w4JRvm&oOCB?9x77
zeWpkCZ9WNjaPeo1%H{oN{y-~TYxnRWjQ*~Lhns$ZS5<I6o7?*Q5mZ{^E^|l0>`deL
zqjLY;c0TYW8#t_M`KkJ&#dp+53acLmwM)Q?=*&91rzNpZ-$2#0^t%IZ2X^G?m{wx>
zG?l*;R7Z|237St2<XahX3~8D&ZgOFIOSfIMwSw@L`y#2KSj>xtB*shtvY{G}cgJ{r
zZjJCsZU7}KUtLFV(xy+k-_Xqki6g*hV6L{>V1W}dX+Y@{S$p~H&@$cUxA1VxA_zES
zG4SSdrA(Rg+iLHRgvLV>*h8iHL;?!IC8{>UL!vpYb`J(8f3`4KIXrY6R&>U+@B8Vk
zofoa8)Rq?@slYAORn5!`SsoLTuyYxJT6?cW?@bc2ffqr0hM;HB$0c{bjlBNJsMYfm
zi}9x!Cw!~~AjaK-jI5G|>J!MJ^Op32%|wO{0nM=VH?MCTqnKF_{Nn-=68@Yea&GS5
z^t}*8!=d)TvYkdXYL>u&Bn2B-7zMqd2HN~=DxJ3%57nKxdlt^%oAB_1N4^S^JWnbn
zOQpQ)c^Sc%9X8ZXL*YJuH)(~Ot>Q{YYF;~*({F|~M2#^|cAQ6KAg;e>!-RSYRXdR{
zqL+nIx4Us2qU}upzH?iFK3O>=WBU6KmpAX!Rr~=b`?K6TC*Fug$`bGf6o@}ScF{Tg
z%WLC;`RXS<gB_4Hj?uZSkyKI&!EiOC+Cj&u8jy3|vzRiLsUmgq`oqmr>ES9!tNHTf
z$X?U2A>XJO?(H}B;x}be{VvSHO01r+5S#d<3+>SqOqAzxgG^X;7bThuH%nWl3YE<{
zSG9aZ^}mi}$=3$hn#a;FbukUs^sQp_?CPhCMSqg_mh~w8?yp_x{1(a<a!8rzYlE0Q
zTJ_%6nkoDe9udd}H0p9GJ|38^G-Wd5O@vemh#+F`B_Cxz^#|v*ANVHqiNG|kh0&>?
z-v1n5@Vg&`6)n7*8bIp}$Qg?3M*c9z?+;^F)$m_Do06mx8nc=n)?#trL8X+X)PD@D
z1{6-YCsn*q=iP8i#h|Rherj*56cVLF=+cWklczk#;LLf7IVKhRgwpoRf$>vR^s=(L
zpr&W_2}QF&osM7$%|4Jt)p<sK_tKe4K7BM8kM;ZWdn2~Ld(@3V)HqsCfb+(A3hMj!
z^4*Z)M$lo63G(hYj!hKjXr52Ss*$RY^C=BhAdCv^{17F-;1CI>2Gb#CIw6{!M%2;)
zW!6(h%9h#+-B>OA<dLutOj(@d^Pi`6Do+w90bb#(Rk;bjI^dMG*4t56X~~~R(|7`(
zzLjMAGB3bl+@rbhv%K)Is@*;&e`e8`^WS_;J|=}j$3ER}o)7)L4$w*Hv2+`{^J>1N
zJkSTP6$)nwz2K0gXm8oTfI%-M^boJgbuw$&({d6V{TK@!>Obdy97_9Plk1Q3a926C
z(w)?4-4rgg-Tnj|(}E#Dvd*@_TFPyAz@T30G%f?noB3aCFygTF9JpJq#NFec2t3O=
zdE}wCTyFI00lNC$pHqXeH^4fVo-Q&V^L_rjewSKSH<sRB275KxuJKHJov9Oev@JMG
zfYkPppr9j;NT5^!0n0+qnijwaxYd$xijmP&V#}jtD)}Z4=##^n@cfz}O`;{?`Pa`C
zpke&9CVtLO98Vu*!?(EHREjPa@}nq{kp01^ZIC}%+I*1lT9FISzTwx0E7i~(?ziHn
zZ{93uB~%4YZMZ8j<~1}$onxX;=jtgA)szP^Vy#0j-d`iZNVk4*pIJm8JIqbsYkaF9
zuZ)HQu~p?H(dam6#Ea~Z1R*paU;exNcyXaq{ZU?eqlZV<n;gbx&5|q4WpB_@n{gR`
zH~bu)hI+cfp3_>tRVrcr?D%0#fXRRWq2zj>!(O1igu%Mb1gV4RoG*17^CO*4$So3?
z`)^XK9zkCV{^fnTxTM!?_@TJ_&R-o}VHvtYVWB=YIQGM6XJ#%T+3Wpb#Kr0h%VjS+
zpPU?o#)>1pQz2gjEHS_dvPL3^BxBo8l-|k{x2({~Zu*AqpTuOr!d-jGUpRjK_}5#`
zsQ{I+(Z*PspTYP`$-kdb$lWQ_-&5lg7p!<*BxqqTu&;n|33XFBg<DsLfg8DhJ5f$)
zD+|s$8r4bsqnnxboCn~L?TZdBIX6~ZLdFO`dl;qDa^!~QeF0T9SbWw_Yx<#z#$r7T
zpf375qDQLX(p?{avmo{Tqii*VNrd;-?8R)QKJx30j=hIQ)>_*Sfn>4)0o*v!0RGEE
z7*V>1I-3g_klp<}38%xl*#15r!BVXdsE7S}QEw8|Q4^I&s%3hE^i>++)j32fA>~^0
zW%D7M@I!XiS8~E=K}E|zwoj8>!z<P#cySyJB711{InCk^9@lc?tAW{*ZbJ1X#@p``
zMN&l$0K9#@-<XoF#~@LsJx)uK#1h&$$h8`$XLjn!9WNuXDkYt>k7x1XI?`7+_Dt+*
zP7|xIi6UaW<TYd<3kmFezp#Ly3Nyh$P1Wvp)myMeO&TLR;Nb)erp0xr*Q5n`$|*PD
zS4JP)Fwrf8(dJ==K+}H+bjbM))BBjqT&_NX{#)xAb%c#h;KgGkCR8};HW*Z+bUvKX
zloM)-fp=f@?d5=!2V=KW{!Ik^K$YxPvvDJ<lUD=!)$`;kej@qn@X;EU02o5;M$zH^
zO3ehe2Xxv8h=)TK@gg^uiXSz#@1<0<fkOA7)Oec+bD6}bk@8V{LyWoh{n}BUN~=96
zG?|q*ALPQnqw8vlL#n-63b${X4Ift~@<z1E!^Mp^8vV&}*+0KVTuxH5wBySqW~8-U
z)Oq(cmjr;J;hG%M6>6<Z(~*}`p3c~2K6`f7pu9Tg9O?APZg2mNyvXVL(>Q)a!4a~z
zb)-iW1j^&tQke*%PskMKM}zZS8ohcwLWp92A~J4au7pUoFNBtYAW0sGZkL?2B?V#m
z78_nWB$K=Vk`L44Y2LZHjeM4^$l{+dBzFVYG*bH!PT*sWGH9Bmu9{LKwFrA&V`TrN
zADtm}P?PxtB<@JP`@&ZF=cB@fq2qQ1;mo-MnIj;Tt!1>|Kf|4V&wbs*GwI+DLO;W|
zoN_padp7=Bj`Wh)BNU#x(LBp-jBoP69KI=!c4De8A}^gKrg8rAdgUbvy5ZuC^6lYX
zFwrI!lzPPA2!xIHI;aO#H+OzO(@0qp2=T=u$U+disWPfu=EMtCtqs9u4L3dJ?h?SU
zzh6)i;y?>{O%gr9Of$6i>V4FwP<rPPVZ@!kD?fL1JEBnd-6P^&jG0aM6ek950P^Bh
z21>t43jNh7+#E^&rgtp$KIPEav<fFCiV%3qgDdYs_2M!*J^QE#340P%_F^QIME+-%
znwp!MroyfWLkO<r1aYCth-PK0@${*mgsumAUw{{vpD&TQmZ^AZ*F(q>%=yi_kPeeL
zS5gErv=Da;gp=sL_ogFHk(_{BkT<{~i7urk!>goF46CnM<x2p6<4W>rn;joC&38jk
zZE<qLy>GZ(c2CGpTJ@C*ox2<Jk_u{1{KV2`cmc2n2<-59)@{o6xH)=?Ua1}hIb`=d
zxmmRmDjnJgF@4h;yD;*uHpm9!VATe8W^&6dEO#xbhEqF(n<a*K_Zw7xZTV9K=|XhG
zcN?sKCD)e>I@oJ(N}p!rHJieRh0>;fEnmiYus!P;6IR;!8-Pj6yZgW6I#tqd3QplJ
zH+8w@b4aVko^VKC;Z51_Oxn@o-Z7N?1*g^8U3g$WsM9CJ&lVJ}$!dPwyn-H#ge6sf
zgHo0a&G}vt$I(#DmNP=`5e#m41F=|*>~k2pK%*f{BohR{T%O(M4&4{qo{#t~z6)ms
z<lV{MWh7<!3{kKLw0>=h;X7B&Ph%h4H9hu<(GOJ`Ap-sG3HxwWyxk!kBd)lQ96!W(
z8_C(9=4v4|xB^$WnT{T?vX|lFK1hBBJa+>eU2|zZ1LEA9g*^wc07@oRj2X{PJ;h+s
z>bU1^aRCarh%}zkLO2XM733{$!?~&@c3f>)13!7C3qmTFGq?itJRS?cmeaF5i|n2a
zlVP9snEuamwCdDXGES8L%vRh93})YuDs(oT_|r8bgxKuP_|mRC4uY*1YidFx;qfj`
z5-v=zFSwq|Xa|0VdkYdXVTadx6s(~?Hb;D?!2`fwpLEFD{U~wgEl1?Gdbw4ZghN9x
zicTSr?n_T<A9fpa7*Yv>4-fOepIfj^&rWPP*=X8!u$<}b&5uF3o!6i9=27zSi3ZtP
zQQ;V}C&#}5)J90nx026Bf&89|VEXZQGHoHK?$I7MvnBO<=MT+vWN3Ag!fIuN?(dkg
zz8u7e6QxK`SA8e=ZH*bB!}OWxm(;xrDlaf0v<l#8$Ls`4N$sWU=h-l0+aks7Jgi29
z-9aV!_$#qa7cqPg>knulitmAb*OuKKQ3z{bT05fVv-DC7&bLawi!KQpXM8rbKL~_h
z9RhafLMZDPTW?H(q6s~jYv7@$2}}XN`*8y<uW^BI!c706%WJ?OcQ9{SKyhxum+8bb
zBp0<`;NIZ*m7)Oz_M|Sey)L(ps1!Ags2&wb!Q@Mw{g@Ij(NCKHyc>efK=IT83$uA7
zb}81)kE$S`|37B|?tk$cfaUeCdzIwTonV6T9|`||W13xvpPrvxkNy^Kpo*=DGa9sq
z)YiIh<BG1WW#t;hX5(RtuBlS|hy70HO#)Nw51#ltRIbNNmH{QGXJ^bI=mlazYJjb#
zwu07vFu~6(^B(d$ZU_*2&@U!M!@x(&5ahpBESCzt91RbTV-B!)cM2yDK_?~@(j3kw
zAAa21EBy;aGvF{VyzR{G!v|(>trl0DxP3Z9!1TJct?ludvpCb$-QB*`u`;+?NgO||
z|5T9e8W52Fm|3hV*c0+wLHZgDmi=e6{z2|9|486};}#T70K?1wDL;e;590r+*srp(
z(w7hJzaK*frcd0{ij!&>7)(ZBkpG9?2fy#~Q@T~@|E;F~MFamo6#MyB6aa+Y)070C
zLjI8f3vU4a>rXB&F4gDsbaVw}Wn~NgkdTmPW8JUU<JspAtvzpN9O4Wizf}xZG=JKb
zks_7C+<DUMSgJOKp!+k<u6|y+D=HYSZ0!;tUg&g95ajQFjubHL`ZqIjNAW2={~CMP
z@CAVDabjm@Z)$H=xaFq|2pVp1IJtH|acORoN4xC%NL|+E$E{0X8zm(r&DG@k=p(ZZ
z<jJ0I9j|XoZgGem-n9C31GdM@(^5AbRvEbw<G@!9UDMpj(j9#~F2@GbmER$cxd8Kj
z<v&Gdh9<uHOP!?Eb}+d`XoWH#>|cLw1M2<Bd^uTJzfbntTs1LhOl?`HtKIY6STj<Z
zY>n+Aj+0vKU;gIJpAawd{`i7MwwJGc&|^PfdJ$@D8$IgHleqRb$IohoW;1@Y3cvaW
zA6j%qF+<|u9FdoQK(RK`KuhJ9%z@pIT@5IMJvp)bv*^ff8;~KchNRSG1Ksa+chpN@
z@=VC+6*{AKPS5GmL-*flm~tuIcYaE@bHVpVGp*>2VbZ|0{f4f-c0STVlv7IYy<9~y
zhosctA1oBL%y~9~Kkwae#~$_*1@xq@K;g_5$A?#&b<;SBwrNUJJjA1w3A0O4quv7X
zk5rTgD9?)bR>jU6_?TWx%EOd(-;*<fsOWJdLd~Z)LhElK25X1%PLI+At~Aimi$X*M
zKIlKHt0+aTi%x4n-Y$wGC~;+0ze#~TLPEj6@&mevRP;RQI2Ebyb;wand=hXKrK(}<
zju>02qK3b7M~nHY&8&^2RyL=tX)MDa%YLD)px#K<M8q3P_+1_x^a(nw4K7KcIqAcS
z?5Ky+RKGqKn(2tY`=i58;WR1xIvDw{TtY;EB%poxIomxIDwH+NxHxdysPG2~k0KBh
zP24dlJ6JE;06O~`XoL%Yo#=FGr}A(9ilqbt*7dd)tMx$7zE9WtXCxPjIuFBUW@bm5
zJwo~U`SxqS>#6_T_lmxwV!gXW9@2ZpKeR+PdGJn4z}qnMC(6gX5a_4K-|nI{?%i4J
zO$dmL2?!7w+K>&=!LoezYzX*)C@tzhEaRubVxi#UPArf)+#s`VBGPq;UIJWC=-ezZ
zOT&|S{akJ?pdl$Kjy8NMV~u&?m*EcW>27yaCUI)%z;GhJI&iV=3xDe>PLefc`R+=7
zAE}deUxL2<Y?>|l*X}AtCub_58V;2~^}#X;IM8l}AlIU+%*5N954<bWt--OI8_6af
ze{H@QO;eU!9B9#z;HrsiMKnU8m1LvsB9@X`@$WYO)xZ+JWThsfkLBVYpbuW>W~tX$
zvAU5-_|sGhC0V{-Zk@Cy&OPlVKNlKZB96|fYa?FMo-3v@8F9$C-N9th_pAR^fhYdF
zua}BWO7I8$<KR3KsgY&D(}Al7?G3Cs8YndL$Mi-Aoppf@eJe#@T=iFt9+D67DDsdR
z)$Z_4lCL!+S*-vz=Omm7Bg1N=LT8?=Q7Py<py}IGHyup21hV({i4_Mjz9G`w@V~T9
zw*H+@JtV;ZTfrf>-qhuos|PYy1&NbJ)eO1g-S`j~?v5e}!5mpf?@a0~eb^_PIf6ox
z;Eye`nEA=C{zj`)8bHqgiRs^zm_m8q)flOKVQ4>&a~>gSX1+=Hp<53(tw!MV8jjrd
z3C3ilD%^Ln#1NfMkAR{L^t91H%z+6hzaRp`kb#&T-0*6dazEbO1&<KSW-7AQ<)n^F
z61!J-PJNcuCor4Q1mn|_xRz-HJShYNbXDaJ7X@`2fA!2paB#<0c|0!y5koVIwB}~$
z>6RKsm%8;#v}z(-{C3{_b+h3i#^xe#Z>aB4kQQU>A7365wT;7T-6HO8`aZ7K7GL<Z
zB;RkY#8Dr-JPU!Ps*e^@!?4Ds1z)m{+T$HB?ug{?i0%KHe>FJy`B6kv<>=*gmVx)@
zHQ2S*#q)@}HVSI8;Lcp(uJm=%9+8h%5bT5spj+jyy)L>Q3?KZ{Hl_-{&Itc8$6-;T
z%Bx|Z=qdAs4#1X$MKr2gW%6M#TjtJQ3VqVP$Q{lAHjaE(jkS=Xs|S?MaRO~9c_Due
zDPDbE#tt-;zppiu5h9lHvBb=7mZ3QZh!@tWy?Qd@I6Pov_aQW<d*!I|d>AFm?fm}E
zDyV6yoiq5X0jF+s@Qa%^evR${<qW$<H;i^kc<dM%lie11&YgxX=9KqL^HiT@s2`=Q
zgfN0&k4MnghUzNuAW^ND%4ET(L6ah{V#MUV=zD|SaYJgN1HRY}9MW+Jd&6RJKB@WF
zRrK*!f30pqgS#gjfdfsMSL=$rJtf>v(Iy3@=P^G`rB{6;zzYn5bI0nnC-1V6t+aN$
z$e1|_#G?OA<U*+_McCfLi4Gf6LKv}Jn(0VM!T#_sCbu+_L}|}*%(t5poev*G79y$}
z;8hXsavxX19s@l0rO#JeqX_M$bZB2-;@+AB@P1a)pJlMv6Kbck^W%K65TH5ZT$R?q
z>2W*2f$_!on9!5JE1p#m@`n%WJ&7?;wrdql#S^tQP2^by=h=!)I=8YffID-*ds*FG
zxz=LW-4v^VR_j>Cmm@mHo3IL2E@Gk7?D$yQ`f!M2I_hfqJ6P%gSwPXyfCF*tmVSJ|
zXsA4R30yd8R>9*U_GNj3#Z{kM<m>q&L77lCO640KUsWE)82CMvl&L=ov0s3WiSirv
zIrA(tU8vY9Tf`--^iUq*PfrO!?_vV+n45-jQ7K79#KFXdNaAFL-ZF|syjp4-bv#}O
z35v!52^KX?CNkHg_#*E}{F0-{ww|;2Wg7kF1X0XojaSq#V^EjO-26bCuIN1+mW<<i
zH+!_FsgJ;ctli!h=ysfP{0FUH7~8KywnFwrOC_R03`25Sl=N*(md1ohBQ<EXr)*C$
zD0AcoiEkP4dkj8RdTOI!6k;sAgnoVQU?}goI4&mDO(s1f_&|56_7J00eg{4XrxFL-
zWJ7lvr>xL)<?VMtge<5x+(t_m@odmsC|B-m;LfjstIa!03p4WJr>7_9GATu)cSUfN
zzvMR&xQ6@luWfC5-~Y}VSDD<5ZmP&@W|2&a3lJ6~P$ELHvm8=ab~FP#yBmxhf|Z+B
z#$S{|pB)3aE&E(i_3=7L+Nq#u&KL80R^uG#ja9G&bT-?^`Sa4!1|wfX4nSn-)=dMB
ztg8CS!Bq2N#Vw+mHJqjZy=esClQh*4-c2OCd7{CuC`U)Fg3}ESfXl|NJnGpicWo%E
z`cFdg6gqnM=fr>KVrLBj)PeQ&_24!9w;Y29_$nkUjMe>cCI_`}^;F^sd$B_1djpTi
z6_`S1O^9i3JFVdOg}r9^lZvmUwp!Z&t9xFxo+)!)Yg|R#;@2KWpK_i$RPsJ{>S}~_
z&V)$UDGXk!2X0a5pVsJdTc`}|5JhQYAGsZ%`LJbU;U{&Ur{GfY)@$_K*h#XNW}=oV
zMGC7>urn99$&sP<cMQ21Uu!c(e9%!*U_+0^v6Iu1k$_<-#5R8|he2vTs3k^ZpLH0@
zS##(`&z3#z7NyfH$?sFV5+q+VhDJCW!s4jpGUd0F67b47iB4^-5&vscJ-Adf5Qnqt
zh=r12ewz_S?}8yez%;+qimT=*CsNoMc0*sIvnpfveo?uwzVf~sICtwVon2?<1m$<M
zh+h$OdAMjGE{8Z;tBT&G4=C91Ddsa#XUFLFPK!(KQzy<ShG%ASP}9kSQ}}`n)T^Hp
zAu?E#dJ$_flM)H~^MXOAOJ(G0r+j?Rag{+6kz?sB*NbD#Zi}s;S>+*Y{laiM9D{!X
zJu|If%TXTX>WZjSxuAW~{mDQ^rNevj#4$_2R{4g4!_($pG~wb=BR6iO)nSbamYu;4
zkdMuOg=S49LL*x^W-RK?4%9VP@ALJHVDF;k*Su!~*ej&hOgX3lpzikAJ-gBu*LL<I
zqXs-qcwSE^i{AAm?rDfwuuNyBv%*cXDt<EMO*Y=)&`7VT4s}kaqW3uB%4A@j>gEl#
zkYg-}e%472m+oGDiLaodO5|WkuX;v|dcaBO;Rw(2=0%Kl<!KUtY%YdsB(Bmc#cEg(
zgC(S2EQt$n(=<sV5Ib&^L=;jYXP6JEABpm*fXr_F*|=!hOs`zN+FXl%rA~+ep)jaT
zccz@IP(|0_PaFkNbr*DPJMDDQ=*e6zCk0rSSLa%n&&hW2oEy?h9c63?u*uIKjdR(S
z=ARrTR1PfGYq--!O|RWI`$pTZyP4$&6{To7dpaekt3sn}3^IjB`1z)PV^+g8qM?uF
zR2NpupihxDGsAgd3qF6bS>n-EVAp-HE({{96AO>*{AVTcBuek?Y@ABP?SDD`&V9Y$
zl0Rd-7PN-YL%llA@<gNGU@S6KL9AY(2);A#Oh1*q#zv&1Q=rJ$ni5LFd7!>hTz3B(
z<*B0Wp0)#Mkntmjo>XfiT1wdRw!QpI^w&!}LfdfYp!BOUdsqK+6w5?l0B`vNwi&m<
z5C31N9>#b89%ZqKHFnbjDmEu?<oep;gr}q*lU~pYc{+9JRp}({k+ka8eBKNHJe_v{
z!jL~s5x?nxcBQ0HW8(5r`=x9XbkrgCwc#~;nB<Rko};dco7Hh}v^95RpUdP>*>;rb
zYpv7!Hu-iJf_!Htdz;PmRB%qGE@E8UY;5yK45-AnIEORO30oL>xHSwm{l^OCs#W>x
zpCq!dQc%V(#t8Lc`Vn$u4*i7e`H+uX$?*<p(=}6~XFGx`1m~xJbxrGyrFOURtF*hj
zKmD+sXE1}RJ;?Z8_;ha!<sJ*{{5+^>(HATfpT7}?^DlNLKDh$0KUm=FrZ^qSE^q8*
z^)UwToe><aQYhW;E>m=8NEv#|o>-t`Yw_e1j)oOiKuY8hPVQ0srJ{}xLz#=d8mLjA
zype&<q;CCCHLI=o6C5>Ak1=UbH&5Z<9UhhTy#dRV=Dzxiv1xniA_x6bqnXTy{<Ni<
zW@cLQVaZ@#07H0GkM<Wj{A8%HGdk0q&e+)#@j8-zaqWiMU!s*5C+j}Qv&8f4`mrlO
z#kN7w)lFb^Ze|^OMI=$Nq=5d9E|OsCq3=eEJ9N`dP8Clr^>RpU7xYg#w6kNGe#izV
zFwTKDF6&JQd9@jbMr9^;EaCLRz?Qo+eHMD^!9*@w0V_fIp;fK(ppJz{vp+R4U#O<^
zXg?1rw5hLU59B|vM%Z{0a2gaL^$>WtkdnX*p<@;IYO70M@d!M(BzDgevZSmaM9g6<
zzjhy=bJSDoDs|9rIpRPjDQj4S(>!2V_p6!?l|)e#I8^3QSCITZSV!0N#333IwEp_+
z!sV0%1}YpKTPN&ufl9EUeDdhY(qn2qw~2b2$kP<)yL#u}=CF>v>M2Yq(1eT*Ip10n
zMx@wbW`uvH5*%YcSkKG|FAqDqZPJ>Jtfc%n*XP-9w#CHt&I}Qe5Kn`$^A_ZBYBj)x
zq>D>6wz;N$bi{!<W{E-SZD-0Pda#+QSF7h}eEW-Jc+cfuLh_M7r0S)utf27wS^|hw
zd@~+nv6-@{mbMyGmBk-M%am#?6&uh1Ct)GD>=4)I`7L}R_@Ml{_WJd{M6X!R%IjMe
z=D;7?AM<{zBku_p-fn>gPT_l@!D+BE;>wDOx{4j?&h(rXYTBg26Y@WS18Bl5iU7eG
z9xSIy9jeT4*xhRlx4jaelj(rsO6s7lHEEd+3+dNvKwI+3iXgvAVx2Ugf)g;mFIlBf
z-8va4h_%ZTyLwlc2^<jVD@!tdlY>3Kn26e?oVpr42aUEqJ$8kzphQ^<u>3&5-<;~-
z2@sTHjrg$mR!++PeRIhGpntP6u=sQMC~80UscOxu-uo$@q*D7IZ045eZh0iJ@4c5S
zx~JO(Vj=GHLB_(FU>Yg?-dwXwQ9>VFn#jtP`51c>X+uYDQ$Tn;PP_Ii{O<gS!Y31(
z(v;*#=^){^BX6T0TiQbzp@cudP%KYUHguiwn(YAZ>`kir<lnm@(j3v}KjD#UsX>Ce
z3J{)E#T_G?25}$1k^h#`LQ+P4WJm_c)0HQhmTPATyVntqZ}W3v&ttx||0s%>;`61Y
zR<hd36Gc2(D3U+1SFy&4WGZg7Q02WbV^rnT0%Rb@=(Q?;XAG;dm|`j(vsz4S;7gep
ztRG0BGKo+&tz}N=7>)3^CAqPzP%$`rI+H-#<jY$Zr)Iz^eto$i_aQGLaT#xdkSzMu
z(USJKFNa@9Z@IxvOeX=IqDubMF|IODO>O5$&EOylZMR5BW0*FXWTdP8nncoE8=4Tz
zu$QBmcx8>*E{yYR!wVJVnl3b|_{SVYJBoJA!IjD!bjm)%FA=F5>+_3vcQLt$OQJ9{
zJw~vJ{^gQ27nFFS6Ud!15PQY{S`R6vPcbG*zyFaAsE2YNe@L9Y-Z;GHPzg7w$jDNl
zPZwO3-JuDr+Lyfc%Cxp#h$|5$E(wDoU!Jy7#i*u!8jYxQvQY!GUb;$GJCp;0h9cMM
zC{Zi@dyXUhtaPE1N*>J~>I>w+PI{j$?r9C<wWR1lU|iRRsEi6(2dbWm!lWtCR%h!U
zXTafn8)Pw_(&m`Geo<|2b?4JzP>ChSfr`y5B^mm_%At3Q8d^IR-}F$>zg^~11yJMu
zq~J+pd)oOP#^4hk3?Y>;dp0#hIGnGQNW_9cClw^RtqfB^+@5X|XMlspS5s9#<YH}*
zKyEpoeD;-!nuqm1g-5X})&=Gfj@xuGg{O1T^(tm}=7bitpF38pSe+X?3L@NAJ%-$6
zfie6koKu3{ljpDHG10Mbs2B@PZ+;vn_umaRqw<%2^YAgPZRS1SRlT3&PL@H?3Q@b_
zt2gTD`!lr8;#Hij8wK`_<QBFeV%6YEWt+)Ob)(2@s}$Z)EaE2R?&2b5Ai_oSoy*u+
z;s%=Gi8#(*ey`m4V(FwA>}#hPco;mWXn6RaI9*-5yq|x6{Kz0y(^BVs_ut%f8WHTc
zDA=9YK$cQnOMVFB6}^zw_3CvQdTaJ@N$qF;6mC09258P=vE;_2wk4_%nY@@Tr;VGm
zKyjobB%(G{a6ddpa6Ts=+X9Dwf8txEK@kyhZduM<;!L~~pD~FsejtW_)dr0`UYwuy
zXTnJ>r(lPZ>7ISU5BVuV7j9`<K;Hl6fA%}W4lEIC8n>$4O1Ew=_;R9*-{!;5uk7K9
z`OX8K0S9AYi_mdNk+z_Ep=6M?Gk2$<oGs@7H+DCn)Jh;9uk)-)08{l-8aC?SItJ<+
z+X*rC@micuM_>M>246yS=7lx?w)EVV@<6rM{BNLpGLRqO;=`+mhB|@boHxUFtq+?a
zWYp`SMw30QwvxhHd-u=h8tm^na}xnGgxdjUdaaHI;Sav_t2$j9?waA~tp%TFueJUI
zN^_N1Tur`t)W{gWpFLrOthqJ@BmRS?*Pe@3OVPQ?S7}9TkIu^pS3X*J8UOtep(g`q
z0%w}}Xo4Y7pnyz!JVW4rknn<sQTtrcwU8nYaEu9l@Rl76-h=mA;OhdkUwhy~RR6hq
zhWOv7IJcsLPRa@Xzd8m^l6k&%;U)s7(apkZXlb#T4n%-ijQ@0d?aSXYwf_wV@c+eB
z1{o^6b2_e#Ol9-=vcdfKTpVKg`PvPC=5pLSoGq;Rm`-CUY!$`$Z^mQQuoj%=rSR%`
zzUIB!46))RZxz9qhzLN#Wfl06Ffq4Yy&&p2fxg3~Q!60+Uloeyy7njbw70iwMjAzf
zGh9@)w7d%Yf0US}l=)v?*|^P>nAx^pZR@k?ku|En$9T6XtSsMizr7M*a)#;H#b{>&
z8XuSAL%y+l`ljChC9;$V+Y<WzX+@?SThrjhM4uRm=Na9UOV@`U;=kH+)a7D-0&_9s
zG&B)h8{eUWG%7Xgt!KXiH$_B5x)LEUh5v3ua}yG4IUXRpcP-N1AM1F5ObBc8^S=PD
zJx427T@3BF8Xpewmsp|+YQ61qPmf7P732nA5Ban|PyNENrMO$zu`9dKEn_k77F%TZ
zU^+AUkA6gC0#W4tGoQx`l`NT)FtD&!=ioJJ!InTMp!3A3ae0DmntzVZK-eE=3gZ_;
ztL0#{*v!;8g+{GKM2`@eP_D!|XcCQ6hsIBkq}uk=y9hY}8(;Xfn^sHL_nP3fWwTEN
zr_;acv{fIx&ueTx8h)vFrTpr958-Feo+zN-w;yguCm{f1p6FjumeY=zJe|>T5xvxn
zAA$S{&`6^KmKR&xIA!32OF6jmIyO9Ka=I+t_yEoQi?xSZHrkpye1UtaPxv*GqZ0O@
z(=v6s3k=*M%u3?_0Z~imJuLtd>GA+%6X{Icft^9Jm@M|_?`P;?_$?}R&J-&k1+A}3
zT)F5DbR|^up&zV2=hr7ewWG3E8Asx%q``s0pW+)ES(;DJ^<mqh%?Jqgrhje6PxwrV
zkBi-3>mPi$Qix^bwo>ZR^JkI%w<sC7D4y&HcD1y$hKFK58&vy(lQSEak-7C?wQ3Df
z*8I#M=uuPi14hLaveP*pup3<+$UO6Q_Kzln%FS+$E`Dp*ryuqdHSD3ZYO+TYyfk@n
zt6A+2AmW7Hr2Jat{Lzp(@_2_iHtaC8Hq#rK47oR{CmJAN%$C5*_jz?9JFA?p|A&OE
zZO`$S888%{D@S3I6*kZokL|=^dXo41?MBp9s7!*54oYHm_`cdapgSt&FC3#TTKs%c
zf0c$Ln#`|^A`2O9;N(|9s+24dg3d<uUGMPbwr@K6^5RnjjGS59*`u18R2DpXG(zAM
z7kl#K38k{~mzcY4%5OSpVsh|`cGU?*f7s?bxx&kpj_W_HOx#-a`37I2R21dxfvS2}
zL*FdV)Dl%x`v+@L<JZ8=?n|C7F$<C^S$6#}NX9E?p>n&r(<#DR{(<P4kZO|N8O?@*
z_hc^yQvyo;bz=cft@>Z8tJmwH^uD5a-T*cfaPk~;=46#&S4Qk-u6A8$z4o9#v5F9%
zM;1B&PoMw1qSf$M<fMqYCSeYK;h5X~TBoH`2X)-$?RRa6*e?8q8Ll4&2X{RA%JRLi
zB#~bsRy1GyMx9XRxE~*_RdM(<ytQsW9OiGzk@7R0^0Yje%cDum@ad8qB8%x4hji3r
z(I0e-2x1{Uz(VG(E~I_6o0-R8*A;$K#e@1vjfQ36nm*FNz`$4d7c5qe&nJ76r@9AZ
zI%+h^OV!$R)l2X;(i`sxxmB??sT9G)<3P@TSZ}3tf)-_-=2Cr9MqSe+zyF(xacRp~
zaI;M0d27exL|W7k-q_|;@mFy6#3&s$A`Z(q2t&ozy_vIuRH4_o2Q!q3W{A?bSK0)@
zm`g>wXn>i#U~-BM4A3avvK<{>X!d?Vk+B0NVpb10vL$rr$^0EN|C*GCpDaGc&V0@W
ziHMD8U8h^OB8-zNa&_b-jd<s?68aza_?uGyVULN1rfgx8fx(~Qp#yN`#<Y50e?lKb
zQ3xGgxPMQaNp0la<o{>RucrWVx8f+qTRQrljG=L(#pi<Lu<|Q6y8RtW^?3_W*QN}7
zqTSg|^?+1H@=1d5_;VeQ%b2uAay_{|928@}tRixC9F9OhA}YP~?V3UI8flGM2;ocl
z<ySl=!@V6eyr-ILm=0EyG6ABzuZ%wp?8s@1u%<`0bxp$#dawTHEI{sbX+gQa$m;o%
zyb;n7rPUJ8oV=|l6_p+Vj~m#eJU5biVO$@musWR(%;w3&1#{wNkNJBRYi;Y#r73!Q
zp7@cCL|qbNb(NSPjflf&jlp@oo>jkg@{TB4Cf_ou*x6~6Vd-nv@G7XiYfvq!Ls#7P
z&0jnBvtF<|W`id!`{Oe9&iG{P$0%9oLgIy#D0b6O1{t{DZ#>oBO)11M5sQ(|n`ttX
zq_vMxvL=q<CY4{C<8Oz_XTt^)bbS217H+Ec<OxMjCDRAnq}*LN9en$~Niv>SUmY3D
zs4G5;iKR8ywn85<c#d&RQQzmsTZ8t!mZD`o%?bboo-$d?!t79bQql$2sRMMHZE<v~
zaeEieu#8_Huc~#SoCG-$bF)QIM>}seEhlm_yg{_dK=F7g`sTYlWMpfP*00P#K`OLq
z0oICR8BXxHWy&ycd38DljV_+}lihw%g+MdLj}Rr<?AB?-M4P4f3-7i_#ih!s*TDM?
zp>H+E`nMnAGL2V3+4)6QoC=Brj;h2y38g;|vihA}l?bAM@)cbKF`UAkn<3UpA=X&T
zZ*&8ikp6^yO*jdLu$>FSiVEpOlU!J&ZfRK+zj8`gyJRd1WC*^+rz3hw=BE><oBMyH
z{Xk|$M!#8o^Crm&U$(nw-n^^vI_uiF+g(@ngykbPxNXy=MdWk^{=_2f&4%YQUe>)<
z<4DW3FIELg=kJ@?Lt-6VVMPUSIXXacw0O4rc3A5lm_#=theKtU6F<M)Z%5CF7}sTA
zOU&-GRX2R?S`>YA<hz!o$2wr#HE(jm;otZa`NqhL+NP4=VNJotQ6rs=^nP6c&Wsvf
zs4caA5#(L>Zvt9w`7r}3Dr>~N_qToMet!2RzRxe8&QADAS;X+I?<zeDpX=V?j$2Vu
zi5Tnc-kO7;v7a7#CsA4_tG~UJII%^+$^zHssim@_e`m!&VK);*b_H7=z4VC2rTX@_
zt!vcmuF^Qro>)N@V-ns|l|SIi;a69V#T$A2+6MxR+pX^vzp6rI28M?di>AL`gnO=O
zDPudxWZcFQXOmGgWTu4Q$5WU53RvYm-i+C4Qo{A{MV#tDF+|F$qNZkvUWsSG9X_V@
zZo=9HJj}K%L{S|K($UeeZ6};QMY}^trTE8j2a(5-G84kyj(NR8Ks~;0>+lZ(K*~r8
zA4ejQ-|J!HT2y<6V+$T#y3`fSoH)Ig%}D<b%HA@nlBMYqZlHn2-MxVZ8kff1p>cP2
zcXxN!#@*fZ;O_43?k;os-shQ_^{sb)eEEY~91c~Hm03|4d+&(Uotg2V@|RSwIQ`~G
z0?A&yso}d0Gb2Zt<P&+mz09$nf)`Aw)`fvkLCZ!*Gb&IOA1m@vTaofU&V>KR^?0pq
zG1k#p(PX)RByUy}G2O+w7nyj(`ivFAhn33}r`#kRkNo$zL4<b|enk;so6kzGS4jNS
z@lLE?_7^P53X=zmoD&}$@GAn#96kHdJ-k36@I6u{xd!!UN1=MIAc%5GSlks^l%M`P
z1C4CaJ%^g)!|2d<nsYoWA+reN__)%^vhGs|;*br_nJ_oG88~WYr5b#ANo8?5kdbYu
zu(x<j7cE~h(nt%=EPlRQAi4TmolVZ^WnComk-)&cgVHYzt^&w~>i{w7uX)aIaORnX
z+eo*HbGouN7nKFa6}Ks#t%#2F;GLWGGHqq{b5K}i+6Wi;;JdY;5hV<NezX4ezMsDx
z0}k(T-d4HBgl3!0dHChl?X%0EQbc=GOgn*-27TS5T7}a|ys+(T3Lw3fC#AR+;6J!7
zwGJKVcB-jBfUlmrB-=!`%UIuS9;=0MVZgYc0cLjto8f?lmbeu1dnlN|3#hc($#C94
zA|)l&d%RfB`vlxhaOh987{E4#?kIeXcuiBLS_uj?QKyCJ9e9|Y^^`=<(NrUD4Mg;v
zV3(~HM3?hZ!n6w)nimeID>p;*<PYHuS2SS^7kvJi7lT5Qqp5>lQ1uYV096lNHb7n)
z72u6;irC)*ks}!sz&uY5ooRvMN&M)ZC#-@o%&(<`IAAE$W0nxG-@;8FwEL?kpFX^G
z<2n!~q!G?72VkA`?H{u$$ZMr5!+;+VZ8p(*m^PVgm>@x9Fl%(mO}lZfD0=3e4}<Ee
z86XA;LFlUJA@xfq!I+n7sid`%4b47l#M04z+o!;($X)ZQq*`y3(^VybvGh|K3a83l
zLvQu+z>An_m?x=UcHCLhd=b>FR7z<IzQw&jdBulICQ_x9Fh3D2vKFj4&$Vh0JBlxu
zu79xka~X*(8&krgOrX9RD6QdscXy{z>kh6(iymYMmpiIO1=|wq$h<v9@06{rMuHvn
z6&QOua2uhnC{}zY3_z^Hfblddj)W!>+&oq6F@x3AAEHL9xUjLJRs!B^s?vqDKrLb@
zig}VS?F*D0(L}n_dj2p0(cxM;>+?T^!zm9o`Qn%;RJm+3h;BFmq|4+Z9Ars)5#_nk
zXYOO)VcEq*p=#+W%aJWJLl>X^Q1Pc}+DoyBlm^J^qgD8p++2k|WTAbNFI5u7?x0&=
zBy0uU&fm70ZYNT3vMg0at)PcF_mi9E#<ktuW|nOgMOTC31Kuvmp2_On@mz;g-MeSS
zJB^}mA><KdFq=5Pfa51%S4ob(AcQno-c2)Iy+L(195*$=80Kf(V`<(jpMYbi>skKO
zqe2N&X)ffU+s8x`#VlM@Ek}|Xxx)9`JG^sPsf4O1GXIQ8V0*pz*}4(>Ox(}uUvdM)
zianU;&#Y_IYAnK>1WJpc6Wu1@=^Br*_najak#li*;wl({cX}$aG+}iOx*ZYjR+5Ez
z*L^Vn%ML17XVg%?0%6@0GMM)ny=h!8FG#g=e)IaU9kd_1Dugi0h}Txwq^%o)z}sOg
zY$1t0fVQu<8Sof|s8_9sdUTgN#J!*gno*Hkc&y>7x3Z*jSd34S!KcE^9DXs~=X12C
zMHq2QLPUxa;HqC!J;oTgQL?*HRda`h8Knu(KO#p9GAJ{_j7LYbJiX`FTF0JdZWYq3
z<V#?01<o-(RF3ZsTct=pA{CjUmzHhX$ThPu`d{<vySJreJ4Gp}a0Z(~$!jwvZ;8?Y
zriQ+BCnUO+%akJ+!?|5fQX3D!aQs?zv<91l>LRD&S_Wu}Rl$}6nq*^8!n&H4$h8B6
zBi@vP*>!xV)NlX+j1(bTdF4A}5t0tao^&1LUxR^H9U6oNkt8AU0ZK&}LXAUZp1H0C
zN=Gd9kq667>s0l>O9hidEahJpOaiy3?Ges84}r5to$N)hc>Ks7CZInXZ3S%{WmV&n
zTee|_9C)UB_PlEDW#)rrLoIp2F=79yQv=;}BXwK>R4ysfDqYD$a!n&dH8JFyIMC^>
zKT%u}1(RME>m`#^h`+3#CWiBBLS`z!dzhq=<AiC)q8l{hJ#!|BljojMzVEHA+fQ=s
zWV&Dcbz1r#1h!uk6%=T=lP8{ULl@>DWUp#z?{YQtkQFPBj3K<#X(HI`irsq2`l_Yt
ztsB0%%C?vgL~Xydm<6aBBNseyBYnFIZ48#=hv!J~MK6mX@h3MsM(*^HcHlzUe*5cg
zT-{_}gdJ219X<rJibs<Io{dp7m+7Ut%Y^u~WJuK9!T4dFLR-;lV=h-&au`uZpTiSH
zwBr?r!ovhluYC~T&vSn&qYn)7;{{b#{K$bT0{76&)osuc-OT{R90=WtSI}``Ir%{f
zWXRs?TjtUd22|BasmR~w4x#VQ6R2WzdghWVq92g03TYD(zG%^6{1^|pJw$oEn1y*C
znIe?f67{bxJQ2D+^|cXEK(@0=G&zL};ROza#Z(k~<T?){%z16lbkv~AVXOL_fq7s7
zMf!?5*%(sB=U;O)7YGO1STv<E1DV^z>mOl=URDK5WZ9KJM92H4-dzr@<<xPeM;Dy7
zVNUzgsf27l^o~p*Zkj5R1D#A=U3f>yR+zCxEGeh-(Bx``<^mxVU$khD-7*xJM2>Nz
z7Tq81(TQ-N1$&XQ5Pi98tn*||l7(4Uhy^WacSB6|xu;vzXz!fo0!9u^F%*|;={VQ$
zXB<UJ=u9MX@9t&Nti1=m8w_LiKc}f>&01#t?F)tbPM6}=K4{J_!TJ)QJ4nEq39TyN
z#Z+p_Jf)L9c<Z3)3t(myO2Z`XedZ+Sc|KMC6*BSRgV+o7x4N8%LqOkhBcuz-J%w*)
zlWBp`x$Sf0)gp>{peke!_{IhmM@6N+DzvG?`)!)kjG>|D&7kNC4rcn%t%S~OEceIB
zmhD%h381hcWHCIzBIKbQnj;t{Oi0~Dr+gc}f{uIn*S@{^Ph)X41u8Yo&Z}%*63<-S
zR3%K7#?Ve(BG3%Qo^mJvM~@qm#S+;|P#~gzM()qoHBY^UetL<i-MO1MGc-rQeQ1|X
zlZgsx^uoFWFbiD?O1@SWb+uJUhn28ZiwYScLx`zaWG@ydPUoKH!bI$3840A&y>V_D
zneQikAL0n`YZbfz!6oA2@*G2!0lw+Yzgkm9dehZCz{B-nQK(T*zsQNq$#Xb2Y<1)%
z%oJdU%<8PD2&{V^_YJC$F)QXTx#)uwl);*izy%o^!Gc-2(e!l+>`a^OT*FD$gjlY`
z+E0=puu#+D^)=@ppMpZgNhVaX?5<l62I9PKNJX3qn8pq8PMa~#svZ^MTI7(%NI#=9
z)_%p-r&oL&UDEoqb4y?I9d$6G76vieRe<fl6?ujeCP}?}9p!#Ew<gt?l&3Cu!P^<c
z>g-k1pt73o<1|lR$Q<7g;+`e7BJ#vA4=R#`=n!2bdX2Lns*o0Np#<{-&IjVQ@Oy+5
z$HUdf!c*Xnv2cFU807>x)F?VU9E?T`c-^%pCZTX9!eN!n;x4=PRHMUY`Ct!n6Rc&q
z!;K`NH&Lc@o35M`X67mJT`f4F`R$uyi3Fa^=-M)<V9*TrGneE<xkMbZ+roPx1L3lm
z<0Jb&_hqopgnWOdyz;+7naW^kj<7q<ou|@`GuvuS2FrXDDhgr73v7P=svHyWo<d(q
zKDX${ua3#0?vD`1Zv`NoVx!pk^%aDqRHz#Da~cdfiTe8bFCi4fJzDm<@-zvDMEvAN
zr%uZ181Ez-8?q(Dsz||jv3-o#!<H7V1ZRU6rITyj@N))uIt*KvH?juNyQK%U#|!3W
zRZ2RanGJN5`~5+4%V&k^JrNg=3^rLo@rn{PTHrS0%OcDfu8%3PM>$6-vAee&&fvjp
zgG8)M;_?En`49cwl~JO0sZnVphzz};Ri&M_%uKuKbE-<V?q8;dkbL8JU{zT5^d(X_
zKe2?ug#2I{cZY%}33xgB!`)heQ-d-(8&bLo;nm+XFV?)_x#G!#n==e@(g)r1#HGm?
zoAlQ0hamPs(McE1g@y$G*tdTAyfa}Uc+9BALD!!KRFsUz%jUhy`h#9fD5rQRj&$oL
z<A>VbhZd4pS2;s3GKX~Nj8oGQxsqg~Lr+&Ck(uRu$*`HWvBhMFciYFwF~sL$Gx6+;
zqhGxRXTERuV&EH0TU(G3e%+Y|t*;Xp)LTgz42R@$^Ayayy*~=(bP4LZe9TKLN^|>S
zi2ago^)4QV9)vnzE`}v1gIo|pH5=CYj+K%xnZ9^Sw4&9Qc3X3Tw*>!W`{C`Bz)_x(
zza%?MW(W1%h)kvW;OEk#!xo#);ZzT2dHBR<%dcO^D}0a*k4CYvnNlx1`*R|Z07PyM
zRsVs*R2@p*vqo0^k{@i`l4%ca9VQ2-#5b|iMdB`QWYY_0lQeZBiQR^_A6w~Q#q7Xw
zS)}75qizFD=zN(lL0xIe$e5$5ovn9%Qz;LSD(b!rJ?ne1#dFvR-L4vEk~;(6%?Epx
z<w|Wj(a&UFA8P3XiT@g$!W7L)z0#sqE}2O`?FTk!PWPL^uGY_5=K#d1o*irW6n~b_
z;n9Uil|>hVIxYn%OkZd@qb8sxHd%Gpp=stR0`3r*5`F!Nv5=s`b>$udOtKce#2Y&{
zt*9aoOE~SJ_4;dr$$_vKjGJxNS2ou$wry4{*Gj)b1HoZ57Or=8hvD6cUzo#FtZXhe
zcGUg#^s2!T7}9%ZqE$FeB*bJsoXY--rx|XT#{Z1NiS@5so)b(>S;WpiQ7jxWox0z-
ztgvO9cKH{-(%5{dxpm_fbR4)-QN})6l9#^q0v{cjvXCt=-a~07L8>FAqNFB&O)K8m
z<@FXJ-+7#yq&|LwNbrLnxu_g)7Xic5)O5gG7P-zH2DF^<9CueG=2g{(%%hXpc-=@X
z7CN%8H$PgEyChLfdUVO`pX}7Kc_Z3=Q5=*O+Fuc3o0F*18>nUa4qZWm8ajV1cN#Fg
z6p^UJ<ZfQVa|Zd=?1WnLmSdzBnKsEPcSepJhx*4dee5_)T&CN;Ik5IE*mhq@CLQbb
z?pSzYJ|BCk`D`ibMK)+{N!z3!E&V3~*g~Q(JeQ{Lc?u|b^P`e{V{fP*{wXwZaAsAJ
zeu&J``+LT;NFIn7XfzpWjmpTxpg7F@YWfq%z6mj!BtDh-jh=901Xd2KQo=e#3`uC0
z55}VdnWdvED%E+8S1{vA+~l#KIlgY|Jw|+i5>+?4S(D?IGAbwJNex@x9=#==BsJib
zTHVAnb!Xr~ka&U=o$9tnnZQ}c9T*okYZd1f@ZgNjnAB;;x-IH!W`x?SgE!)n8URbL
z>`Y<ER2#enqKmU&Ra?_!KltE~ehXU^8{Losg;J}R(A6JyMWwcv{}d#yB<kAavowU6
zDfJjb#spXjH35=J!SGT01qP#p;f3lVO^@tX?%V29X2t|8RMjKj0|@#rb9Muf#hpx5
zfUuhpyKIxA+g)6|Ke23=^DkW<SE;KZW>%Dm%V$KqcWBC>cf~o%g=x1)v_ub3dSatj
z+l!{)lRL)m`)W1h<8znu`cNWonI|m;+QozKNf}Wf;QRUhh3mm7O23ufp5BQ+-E1yQ
z`!1jb=j44RxTtfSb{u8y&-mmnt94*GmTFe?s3w#*j#uhU6+v3x=N0hozCd5Bs~0;O
z)jAoTfk-BnWsRP^l@u3ijFPizneaUq8ul1}+0%dtVo^6?qkm{lP!&2=0(<yOl!{}H
zZ0BN7q*c}pqyI%>s5ITmg<@=qP7x}WkHI8hWOP>$9NTB8qiNn%!yFk=G+?b3ri9A@
zzM?uNF0q}IE8ITnG_#OEVE+TQt6G=L@pCV~FGaAOIWmqX#dJxHX*yI*O?=&~m}S@m
z<6ye@h`vuUBUpD=%Bk{7CNYg4_{IH6x1lFvFy!pbDc*4wT%hA8rrxDFfvk@oqSV#u
zKzCiVle;J%%+M(uQ1bua1vy?JnJK3>VQHGF)(eZqCQ&Ii{rTfc0i6P7mfq6td*p`9
zkIxouS=>dzjUJbsL*ttM0<u}w`(WffLvU2`hLpR&rNUqPh26CbI2EX#!(>CK3X3t<
zZI1bq(!__sct-$J;UZwtwx~qghhD5s&OyIkesX7Ixg^n{D(#<V+28Dve`l!DZo&Qq
zQ{2G@|1uP#<76VkN<kXs_J+|9p)ykQGJ;ck$35v3yo_S!_ZJAK${YE_4E{I|7(=pJ
zQ<oNx`gjguYaDe`_c5PcNVa^EfxKVnQ^lxLYjW7Nrzy;Z-L0Mk1#&2(_hKYi3)@ex
z*lHpV)P_n^ZvptPD@^rv=;~4CWTuz$r}i)RWktn?1c@xpGO-y!P9N0e?oeS`8zS?_
zP*U|%4nsa{&TEObSSp<bI_}+3aXJNdWr39<v(poj#_L{FlQ^!;k>>u>VT@3RuO1;I
zoRkY=F0hn06Z2&Q{23L<@4k*6nmE!kametd<Cu9%uu$k`YGK>Y`#_W9Ys-<&3n6|o
z_~yW$T+-%nmlkmgkT5<wAH_zXm$O8#aXi?MR(HlhM@CvtF2>oZQ{!vaPYMcA#wU&#
zQ#EG|@oS|B4Qo-SwzyqI*EhP<^Ff}XlOh4C5eLT;nYcYJ{PXBn^<aV1+;p|RCVk<s
z)|T4=Mr;Muu8{(@fk}JnJ@u#Zk2)ZHWCxRzn`?LM`uYC&e4-3+Yw4GfZ6POjUyS|m
z_;Fr^E_s}-ZRbZ*DyiyVb(ZHiANU!Ry6cN7p07Q9A7RS>r<O80!I;tHlHB-@<|buU
z{QVwPt*&FEY`R-ZplpkRgN4-Lc1uM)j|Ubt+fn{^pdUN|RNqF04%e*YhK=m=XFSWx
z0$WR=OgrA3mA#HyqO&2Z7azua(!K(Kt+u^1$;jDgt{~~>Y<5vB=Wncss~h=O#z<B;
zqp?{P@gh4oM1?Dk(~=G1c)-mctRA582E`LuVZb)h(7O#S5!6<_sUfgGf<-;i?$U=f
zq-~vF#}uC5hgzHYpzB%V`+Z)OjYp0e)!4mcLXt@A)p6uQr|_bGX4-J(=OXh3-l$kx
z1=9HeyJINOT-R)xR|VPU^xVIPf7`Q1&ct6|@xPk~yi5iU+W%>ZlOUzHMY;c{-LUaG
zeklB3jT`bm7XP&x*hUV&%>R2={(BAFY<6$p@=h6ig1{&y!CIh&{{~B_Cbnoi`{n3a
z^MXf3GKV6gK7s+a8-{c)F&sEPGc1l8>0<~9F@>~H$MiR!qds+<8Tsy($%hBYF)$mM
z3JOL&%U?L~IfVOHmA92gQ8B0y4q|HPGTQMjMyVr54!`|lLJPF5{-#p&uEA5$rf?3o
zzuBQ7nwj`pFiwfruxn)=?pbzeGx{VRTz!X{uh_fjeT1!&QEZZRuXhW0Dh=dsQFWII
z3di%x!t3!e;g=MRlvd2e#=&hDy2ymr^Be+^vf&i2aMd~^dP?rlgnqVi_Z44bcKA<T
z$a`~p(JUNk4?XDP1IIc1JC7g3gZ3|;1nTBeF&*7P3j%`_Z_mN3+<$`NZ-x<RFJDva
zFS<-uv~jZE^R6c4y_i3<)9@~}Wo&72i@@4zPo>MLID{919-Hk?A<sNm#0%12QpVFX
zP%qMkr+m9So3oU2_gP5!qS~F}dI)fdPkr^*w3dJ8na6nqeTeTqSXpgueK((lTKK%t
zf0>ZtJa?aLpRD*i!G6afx>?!<9EH2VOja_8e+WnegPei+ms|4au#xASe@BggkLAJG
ztS0&{ipgjs?PQ2WL#d>&?=cPC%-J#1{v!c@4Ik_P?Z@3MlW4Mha~W#ypCVJ2zK8=m
z7zWLxgxb0irn4hTR_Dc;yM;hUb{Y(fe42r#^O6`UraPEE9RlmmT+Hzge!GjT5s>?-
z=7-fecvVxImn+weLf2nR8=9i$HIv^xz7}y8+PU*wq&YBsJ{jRA-m0e23GPdOj>T>R
znfeU9$5a1ikqM4him1=4X>P<1Pl4~JpILx?4hjs>1(*?2t!GzSo@ZXYcL5leikC8r
zVb;;n)z7}Di<+oQ-oruM>51+5UayVF9TmxewqPE;M|Vc&4~UP^UI74lxrYtWxg*Td
zAKRdeNG;r=!7K`sru&-Lh#<UQ5Gze@)Gy8-68mW=lo#iZQrB%+IKrR8PwSI#Z<mtV
z;5wH%(Rm}g=eE5SN;eq8Cdft_xM+#D!v8!&H27p@!{TE(`JB<PY?)6j$5h@Ue1pG9
z_oyVkbJGV#yt$?8S`T$Hhu+=T&pKxwCdWIdbLqDZ0B2sRH%6ou%l!hXU8a-oPIiwP
z|EO(tQ6{b>dLRN788KI6!t?PS*M3Sq<5AJ>GJoxzSRXJC4jB3=C-9jVD&vb`xhAO8
ziE5|ti@U)ay5~7By<0EHnTQjMr3s3^++4XrH#V5A-Izdj`Xj^_Y6qXMyCva>SHE%;
ztNr1B`5|(oMW#kxmmeR8DLvDJyTC<|Nde0a6i*5+tOptlUGG`g?|M^2=X<M&EO)5p
z9VVY2cPVvpGUd^;Wb8{jMkHz4GS^-Jiegc@oA$sL6GrbjAxnoxMTscrL+@5cs_z3(
z{H!d}lHzH|ka$=k%iT|H;Un{1Z4?e->3Kq3ETOR;7iN%TK}N(l43iw<c6P;{gZZ%s
zotyooN<WDLd$@Fu-<Y8f3uT??(l0Cxp4ax7+`8{QpqzoX<fFDXJ3cG|^~MYHr?Q70
z^6`QiyRbpDA&LMEHo*{)r4^^xEhG7wlT?$-xq`}!m^f@=$;S~1GG1xH)rJ~7Dx_if
zEcx<j-tI7!TzRC+m&XeRyP5b9X^HRS3Zn1ZM@bwd8GpI0a-1*wI#8x|M2$Aj30#5s
zDW$fOCBdQ@{gsnQ1B?9zjk_*{fp-n_D3*k3tC<kjw!G;97WHzsdZaHMigSHx;D`>}
zoY25fKIH%iqB9KqN>r$bm0kO&_Oi@-kyK3=x%ag{=TcfBC&)Nhm)9nI)kYR=(M7kn
zN}y8*jIC4nbxQLW!M5KLA-o@P)iUGmPGBQMA%KGcK2Vx?ZZX!1AeV3aQQr0{ycVoJ
zd=`WJ+H2pr7B1ws?g%*=KU0<41CqHq2aVKOt01Fn59{7>v20C(q;FTkFQ#A@5Y`kf
zPWC56IC1eWEnHtI)~?93IM6;kokA+2+eP*{K)JDX&IPQP0ZY9jH@gPO8Cy9W0<glf
z=b?b9CF<+<S3rcT7j7uagzj+D!L`5o#MRAdmY|0HpG9`=eh+16=S{l4(MtQM?X9X$
z!G#47;lokxqaqst+A8p%r(ylUk~jaYrBkl8k27t|>tG(YDjv6I;v*bHs^Qd8=T18=
z4UEB^0`0wn+1|Uz$MK2G+;wnOBkC76ALiJ^Pu4VIkslQHs2g6FsGIHw@3N3KoKcd;
zdz`yHO>Hp=&#p|FU$16sEcce<`GXojUx#2_q`BBavG&%}gu<9J!g}>@)2`ceY7Zg(
zB6idMs|Cn;NOe*t8l8<7t!>;Q8*t~{FBSavF{k0fxY(1!wIW!jM(32?vsuIk`xX3h
zg;znmdxc)=G^vxblxw%*<}DN}C0$by-58uF@d(Zpqbg#o%(4zCuKUV9@*sT{;jTr#
zQ+Y@#j&O&>+KKXe5*<1-Y{MM(?k6U`b>689fi+L%pp!Qg^@c6kvt`2GVs8-hi-%{u
zb%IIDr>=zn@<O52hSy90^Q&p=I-H92Pou0d`0xS2`7}=lF8v@PNVElp^xr2gZ9Ke>
zqe>pq2eP%sf;=Fcw#!WT_tT9;^%CSZYk~C#$_|h2Ch9Pf&faNmB?*mM1nacwSDepu
zkz`*q<}i37+*K*pJHK37u*}qy1iYZoJ9w5S^|+rOm2DPQed3*T+J?lvp4x&{7Tu^k
zx}(5}eDZhA^Bxe4kh?O^sXBA1i*9RiDF(lMyK9uiEibaE^Q^bu=04;9bb<7I*Hoaf
zsoo#9bsyM?Fz}Wa7);CfLJn!kii+^?p3~tsk_KsuJ(l7~ZxAgsHJBqH^Jd1vy(l#{
zSX#1ycG4wnh2nLVmL$)mQ*iI%!|hJ*n}sH4%L~HE#4RKGn_uOUS}8vsAGF3Ggi+o;
zKdqIcJ_X;hXi_QQ%rbuu1ajcT3bfP8iRQMtpcvxtNi0gmiD5FLe`{|mCq|g#k^Ksm
zt(pM#{epGL_s6QAE;N@QgQBM}Y0&wXW_Ty5df(&v^O6+f?%JXLoF+X9yn)o}N{RlD
zUdOo$=WPVgA(f_!e2-L!1o+Ymn(mf*Uz)7w2WquHi%C-qyl3^I4xwwAHxwM&Pl$uB
zd{SU*F<md-i7oHHyCB~!ymUjVRPI?bpRM0?ynIGJZ;`S-MmMil3Q6wlkxSmLK|4Pu
z?M+u+(5$3Gb~z9{A`ADY7a-HOZCFsb>k&m7#*i;X&W^reMZVs1|CILdy-fCo8$?g-
z7l59|Ad>0^3g?E-Dz%2p4aKg^5qQ|_jCxEx*P#hK_aTzjFkKzco3Kf^&*8T4ZQ0#<
z4jQ&`R9)lyoIecVgE_cUS87^md@p%wVyL}&!qcpO?>E4Sk$@4hKJeY$h}60~Z`Rza
zAKtOJyj3*=?pUbA@SS&33Bigg$@T|S^Md0V7JFrE)F!m^cb!KUtwP+Qo>OU7@R_nT
z8{#`Rl)?^tU!OrQ-0&AVS0uY`nH5W%pl{2tG*hwfa;e<@G`Vw>s4>t_ngU=7Jtlny
z%W{SmBsWK&O$tp$e<~CFv$D0bjg3%IPMZ=%wrfPY<-{8O^F3l1S*{d(6xrrcV{1_~
z-S^Cp=uot^C1eL}Yl(w<C?qW@8D4KqCe+dQ>+lcp#kA{-CKSs~BCi~%+gzDJJ}p`C
z={NtSP29zINjiDg?2I5qHxiONXBE1iR%^Q%ePS~3jZ?@&MIPZ;s-TfIDW$K57PQN~
z#EsV}N`Vd{F5Wur-TZuw5hSK`m2~=|LnPk*SgLU`$!c`RoXzeaBqUHC_$>H5LoJG|
zQ5X5-j&`o;w7+&ns0++eBS?l*SgQJ6mZExLUVe?YzuQq18W1i=+@~>EHR0IkuI`iA
z3xFrNB9mZ}yVXX`NQ@WPWoyfdUn9fG`DM0i5Q|5rUDJpNS7L3jhfo%8Ep3V&6zbJ~
z>JDNB0HLs{eKpokO@`|fmIVDwGNSQ1offn;E-k&4fK91gd^jQXFnTjyH3h+A=<3V!
zFQ0s8kn$8Oasjf$MAX%C^%Bx=68&M}BK+N}y8|e5I&S%i&S!?01Lxq8mShlP%k1p%
zPP|j0?>vS;5Xbh+G5f0~?h9NBz%ZR3Ayz^&YdXY`gN_S_mFHhVpg&Hkr+uDpmAHg8
zOH1lcy41vqnZ+RgA~|H53HDggn=Z;9R;c$8Iq06hZ%Is}LHYXQG7s-=x;C7)mUl=i
z=FgGAw(ZmgX9Uj(_wHmDlWU8Eu}sMY1~?XPx<2*JTZ&t%+S<cfL5^^?6`W!5Km=}f
zxb(vJAyaf<K}7qu3%3IjQIA0fuwBm#Q`>jk+7B=IFZK><&;XEgKo)De?MuB6+hRQH
z#Zx-l;&tGxF~1a@A2D85jLA$c03I2Tqbqhf$jZ$|(5-WGGq@!{kO+{Yt9nCbiM)i$
zLbFMt=h~yyKu8ayu!}r-5~6|3!2O@dgoD^?(cuusNGLX<7YN_uPMAWkNuLk(XBF!O
z!hXs1B*jYZxhqg$_?4Wr?89_(1I<B?!S+3m%KVDpKKi^Ig3HCtbBREL_@g^y_crYM
zYwFZCzCb#JCIc(P!2R3~iOqcV1qerm7Wmb!(p^dsMbYFbU#hhrfvvS?DLfE(rOSX1
z_$r!XXtTYEoc$H#4i)f3nLuVvp(5w!ZS`XzQc<BIj%<8<_O!pQ?92JZ5QCA<38dJA
zu6KDvQq$Vgm;PNoRgkY-Paep%G<t{1rGY!Y^b68!Nm7j@GTm^wQk%W>2`}$K*C4~H
zIc~RDkPou7y5KTxyKKJr`3_s|khlb=E4&MED&|2!UsJx5gW<OyO;3JC*pVF0K9xq7
z7X2P_n~NMUDR{d68FmoKMctU;bFFTaKO?}JVI!ljdx#BH)Gs9x4I%<aof)IJLmXy0
zVZ^Sn5ShHQ*m}F#zJ;8Un&IOPhS)9r=~P+j2SV0}hn8T-an-&o?7Qe+Rg}6Pdaqwe
zhwvn`^F!L-*3xtWcWe~k=gJ1_MK?t0{y7F%fWN){bfzJA@`J@c1_ozCuFY&~*p|!Z
z5-sqoVCirSh(5HW+DDZeRB-?oF8_`ktZ_CZ3j2dGzgc6<0DAbX<5}Zphl#VPmZD&n
z{VO_=iPqr_4DrvqIn^})+qkn;_}Doo7R9H*6L(>*mCtO`Cte!B%QNBBxZCl{v~Olf
zdNSZ9l62j{=<NsTQSU4*QIYUcOg@=oWimc3owLz$zZ-_c{TrrqdE?k~Wv5I_c`@TZ
z@jBv6-^8J@aQFE`?sNo9F>;X*hjMtsumB+<>!Wi!#I1s7K{m#tSWJ9_el$S^=_Lr+
zfEuJG5Z>;P4RwX+(5R3SzG)p4r2H4z?^I{A_w&+tcMEI0%$r>oakqq+fV?ec=X@sp
zuNZD_Qio$d{A~%pJ=`s9`FWM5HOisJz5#c}Iz7Uv(r*x_CSehn;}YX;lm#YAr$6kl
z{iF&Lr2w<cPMoAs4VVh)H6GAQXAj3h8U5kF&J>r5t=xC*vqej*78_^i;Bp<I{lX&u
zX0^5gYG!fn@aQz%Jl2bDjumAamNp}mltO>cVdBvZ--3Qu0>qth>)*zFIc6hFe`GGY
zE*$PPGWxq`A&}uMMV}0}{~Bn&3Pm5es3_3S|1vCGu6{zUwd89FfTU0jcao*R^Y^89
zs=nlAGg2b~1AN9nuWlV>*7sGB$hll5tGsQKvA!6^rrU50e=<csoI`lAyd(=x8{_eY
z?6tDS?QRomQ%Rdp6&0bm2u(f8#`Fa=LrutxD3f;HbyL85Gd#QzU;gya?F{%}$9(I^
zdSJq9^G+DJ807b^LiLXA?%n=Yv<TLVaXbr`1zUSxM8NPgdAs~V8{cfVI2h|85CgKw
zh6UkaOsM-1fHf|P|0$%cFi6V)eU#rfJOtDnk`c3rv>hKW=5SP%tPH0fyC2jx7$$}X
z{R=A7A7Px>0t}1vdHL9mvrQj!#2zHYMC1GxPoufbF&*?a&-)Ob5a#9DM0#p_m@Y{E
z!zdtWT@-9>s7o%x8_!8uZZ(6grg`yp-}9qUzb~sKMV$&EJoUT=^J3ZPdT*dZ8=-Lj
z5JUC_p}i1u8<%t9R#Ge8K#$X8TM-qChaCOWK8Zgrcbxq&Vb7;kZ!hrMEdjHx^1s46
z-r~GVo)!N71N61-FWlZP3-Z^yY;*jx-flgvSk;wuHYOsHCaN+2k=_--(=ejLEw>1t
zar^<YO)((5P1H|XCVh#fsi|O$mU>HqwSj&b828c4J9l7Vkb|>^Ks?9)M_RiD%Qz1V
zB>IiBj`u8%`=mDJUrwaFE$<%H07J%o3BeYbU6WHT2FeXMwMZC~3TUvkp><l;zZ}(2
z&Ca~N@xit%Gu9W}mQ4;@8jDBvS*^w+DO}-N<xqX<YP6uC8iNYZ;JRm^_;Zc_4%}3h
zuWbQ8^a14qfAkeTqrvJOSIaMWR)I(>URpppAw+PH0knX&C8wCil6ae<a{)dWd7kgJ
zu~^|?5$yLO`8G1RAUn{lUIqn`qhYIehv<rYyR`^-o(pL2*nFE+$JlTTw&IZvci9id
z&|y80VW~yZneB%dCboyVd3K*<x+nsb*`<&iBlusz<%}uoKR=j?f+x2=BD0#lgXN^l
z+PpD$5z;Mj@$SZ|8h8?q^c<wckxM8pO)p8eu?!u{_u@X^Lt1coa5-;22q9w`d5id@
zp_9eg>EjL)dk5jD+MS?iu@Q-;bEMIFJ}KjN7_)kwFh#LI44%=x_E<da?GpMk&VbvP
zh2TxP+0v#CF0AI;MxA19yuTA($agui#8{>T?q(xAnr_AOIT7F+UGD%wkKa1fI&=;g
zz4DG~Dku6{DnQkvk)dnv1gYUYLBM4n9zD^GUNYG}8_Vqqa{mRoV1w=x6-+EV+&hyJ
zR?V)DeyFZsB>Os6fDEoMG2}v+O#9Y>#-|5(7&HEn<R}@*IHJa6zA!k1Mo?^_0D>zj
zALYRj-pqp9am>m+9pe&VO1~GBcoq&%h6n(Aq-_bUzn~+VhVwCDOrWsoak>@>#FLWI
zWU}Y<W-#=^(RY7zOGH*cy!(RAG>GM^s!v&273lVZKgIC*1^!9WbMbN|7vHWGu1~`*
z9{T!N$Cf9%{ymnV%w#<?6bJ|>^pVWK{2^jQ@l2QCbA-bJsEYt|?(Dpld_U5R9Ks+G
zbe5hdv1>CDFylkAvIH!vQx=S=7@c(XEf}%nfNS_Gm-=ZxAp+?GhFKwXX4V$Tp*@~Q
z%COx(L+Y5)Z*NqM&36XazkDP<9w4a5#6`2RgkLP@n}4;Mo;?GrR%(T}o3l|kFYIcm
z3EiRq-4oLeihT2a$(LuzM3n&yCvlEgx<e!6swN$%=!sJxr5nPiH=Oy5d-FW^*RA%C
z7h0_D%ABE^7}HbI2dal*U(>9LsmptrK=dw)4udr;4Z3s0g<`)}4dIyO>%=BK2~w*T
zNWn@s%EeRq{tsk@W1m#G!H0&E#S~r9tblH6xH?Nq39B7m;AVWwyKqYUL(|(`rpv~A
zBF=4){@U{!Ayu<)!s!>bSPlU5n6$TpU&ZCO<_icbmhpqDa58caM<Yt&J2nan)hh~h
z%IMhp=HTANej#U_gEi6Edx)2hj<j+~Z-dcT)gu6Atd}RQz0^mlUo8-WeWVXvX4urm
zH5?|fZ+>;ZRjq=#ivNR>;=NV41K4_a{fxRdt?N2HoX@0<xxcp!vRQ{S!1-F$@vHAR
zE$;b)2g=FH6Tx1HwhDIgU`?6YsHX2u$m;BD{~_zcP`KNC4U#9nhGi&rabvK38&h=~
zz~TL@%*xgGo1^2*A$*FfoC0;?q0Z};zSe86-*a}e*6{cYYt8cDXpyDbJ~6BG3^i^~
zotz_9vUhYJllHE39jnuLqK&#tqh<`5Un9T85h&oHOnuz+&Z_eI<%W4u_9xTLF2d<1
z`ZDhblsZ|~X+QSH0^%HRe|E*yxna9}jBrw3;PK)3LJCMPv|zJ&HYcw>P8=Na%t*pI
zFklhDRX>OnJxSefUT5GGalha80iox#I}R`6wVMW<AMbnqKt_f4eif*wQ{bNbno)ld
z{I+sEst5eN(g^|~YcIzcd8t<1-|MN03Ga<EG{`l-^t6-a8_%0I#oLv4frKZJ<3J1e
z=QUOAkr~P;r+djeqtX5p{&)2o+*joty1IFNGexY$&2G=dLjA!Yt&XB6T=Cb~#+Lk1
zZWfCrUT<%n&j;&Ih%RTqtEP{bcNvgJ<*Zyb%mSX{XL72kkc&dg&(sa)SD;ZEbE$x1
zWCyv}SOMvK?IqX2eRN@=f7-sdkRu|n8<h%kikp0pq%R~3=h1NoO|r$4*>2b%gZ~$O
zqEKl7JdKLUSOUv&%p3^k|3$r&;W{4BqKElIn?q3#PU791(dxUpAzz1580;<X;zHv&
zbH?zmSO!u_OGA6oQXUO7nz9|+Az#}Aao)$ZmXS)%9Squ{sdVAE_9zUmIDt1Fg<b4t
zor7sJhI+QStoHl@#s4rgz(Y$=i^0U^-%h{0zKVPjKwU5_UsA?@sf=gXkK*>I%utcC
z%GnBynpTKb7Kp7#>rB4A=1d%H-AprKeZc^&gkboT5gx8X!s%M~k|Qw9n_Tbu(^j4m
z)uabQ)}~cA8=o5OxIs#j`7cNG4^Q-KlvMq})l%>(V$egI;s>5jY8V`Pqw<O^H`WVx
z(!U{0z=!ti*y`#1QM|yR8h~PU$4TG`W%@dt3U%)!_RE3l@Z=i*JD`nRn?!f>^1FQ^
z`11^g%)evs_vb#gkmkcPRt#`4$j#GfVj73=s_$w*Ek)*O%N|JUD)VDpY@n7QKC^>4
zoy+M=gt2BLr`79c77J=R$3ko!Yvf%6^%HFq>(51euKPWc<XKjm7VwrKjTk$(VgPk$
zI$kCWY2rV9LF*!Q{9v|NqT9Edq;wuW6hy7U04Vu8@rMzt`a8=?({p&Q3N6OcI8`Qv
z-a{F>rY1@_Q$|iM+0fMJO>1(tC@RokF@~nNmuJR_aL|9a5Ll{Ln9#J^#P9x-kwJU`
zR0;itX5(1HxD4tbsI}|Oa@n8jZ|k2Qc+7OoQvaO)^}@oxS2O56?Tkel(HH5d&J~6E
zTF(V(M!{4RpMWVH$L-&4hf_&T>{nUD5R$y8OVC>V_-Ub$&AjC(^I0D`-08#8xc(0l
zr~wO{kXT4v*B;b(THyVs*(a(TtsGRCWK@}OTerc7U}!v<0@O_JMUbSdAMM{9{v+;)
zA45BdlLjjOB2#Y)*>8$a=$jS;IhG@SE&8P6niucs<!!BL{+?AQX2f?ZpXVr1%>hI(
zcz(FNcF4b790pATkh~u4!9Lw*l|h!=k9J2%H&p!o&1>jmk%LdF;RGO=DuP+JakcB0
zb=edL?3-Igq$<NWO*Q}SrrYG(&BS8mlVAI+v-e%`8RXklT5Z`f(#PDq_~%)pfhfI&
z^obT8r7{|4f5gbLPHUE6l=@-s8%+IMeu{>wFH=qImbj4odH8=)1f;w*{Hqzrr+HRr
z2?~iw!TI~t^KT%O{pBpU=|dgNsqqB1HZ?^@*2i7kPM(49z=d<D2JXp^sTMJyoFWyv
z1TPis+y9dx`Ae$T(*@UZ;Vq3M$8)p%O9qwdJFt~}j;ldSnv$5ti;8JWEo&is#Y>=;
z$}^~njv}iQtzq8j_CJSomTff7zkfMiQW8z#{)Zk}fIcH;q}kqgGL*)M`^A&#Vu{Vh
z<KS^XS`K#UF(km_7F`ZE*jzW@zbk+w#n#&f`0#1i&#7N+^6H`_2$+%jT+AABJCnB9
za7!<*MKHM}&^Zsn_o}@l2{asRzR%e$Z-QfB-L~?37yz=8ZNVc&QStX(^j1|LKFU(C
zGtKW`mvJ-<xMq5#y}T<Sy;n|+Pa9DTtXYL0h^>AiK(NBuFn2`_M%6gE(^9hF>7Sby
z`7+|VzLNy<unGg|QPo#(k7j9UZ47IGbJ!)<?ME>fW@ND=2mjP$4%zKci~w`&qk`Z&
zESsqZVQ_uRb>HYQ)#jWZ$J_TSKy^BaJ$2s4{9iZcy0lUG!}vp!$!&d3U4F>b?X5j2
z_`p(<+#I{OZ8Csc)gMT>%qv8Bd80{+OlFkeT6A+)B^(S=H*1;wm`SdylKkHBwuahz
z_`FZDt`vQEMDmF6VtbJig!jTx3}B(uIDozRi6^@uFT2uJM{G$LS^kP6P?ti#(tP;L
zDQ8vI&o(vE`h1+wffehS;Pj|HDTNH)M&=Nm-VnHFkRSh}C<X~h5~s_4Yt5ecy^+C!
z>u^LZEsHOVSp$$}*{lyYQVJyIHNr!Fi;9VbHXmlX3wv(@1?cqN-W%WA)qs#9Q%L71
zb;!t}UuI@zxOY5nS+!Y2?nwxu9x&5^HZCAtopi+w?E6%kG%8Mg&yB{?jy5fFZH_`c
zLU7f2IdY*v9(ki<c$W>YLx&0pEPJ?#P1fjdKq;TY17rXude397q9}Gex$|8pZx<PR
z788tRx>8D(35ut$&yjrsw7#F%94-d`lbTRBX9u~-F**nm;`*d&U^yjXg+Ko{B*byb
zhMqeEWtA9i+2k^`gL5Lbwye5u%QA%6QBMIt>ANRRB!64IxC0yv(VAlql~_-`ZPpP!
z?6*yv{hkCJpopI0?yiU@yiI%q<MU&Y+?0$5)m;3O-0RJo2W_M%E3E0`JbEXM=K_P^
z8&N_fw=Hm|$DL$vXlUC5`RRqLOggUH*dq*na)7ILiueb4<NLP!^>C4KAm$N<`9hl@
zU%0kMb~;)X?rn%)98XwK{I0c&Qv3W>WwYU^*!06;HljCNi1x>srtR-xg8t}?Fd1&R
zF#Regm|67bCjfBo;gRg8>m=v?KMQ=*pCyP{cX#2CEC8|*Zx*V)RC&GEB${g;Cl8V+
zxJ<O22*h{mPTG&bB(0iFd!>+WqUo!<ww=lad6Y2E(Z|*wxUcJN-e^r8RlnaZ)&Wv(
zQe&--i%@m>Xa|EUf<Q_56T4Y}5HLHU3L*gUzsmKH2QQ+4B25Lu(Vi=twr}5vJb?L8
z<CRG3#E)!pq!HL<CUD<~f>s5ufrH~oEdCDH6#6}bDol&OyZyHU7OAf3P2@KkHDw&Z
z?$OQ|Pg*Q<mVZ+$CZ;z%CshNOn`rJjF}*)cS9P;Yv?ySD{}@ekkqdUM{|v(z?s?J6
z!Zd%>U*-KDvJKdatadZ@dr~wA)q)2{iTVPZ7J;IF;z@WS!9}I`DH?M`&uw>1<}(z}
zUjC47DcMB49316Hx>JeVxeYQ<U+(FLYO$df$6WPq(;wA*LzE|i%Df>yZK|l$Q_!d3
zohChh)hZfwK$J@PTUe9-iY2^6+07hj7Er1B|3RiVijAHACq42m{`hEp={NmaChR8G
z4V@f9b>TQBOyv}M5`#EEcLbH#&~NG#2mG}TUcb~4uydyJ8DgRwK(C*y?QRr}_*WVW
zTHK!IYtt}vQ{K25PFdf57sheoc!s#thG?}ZGEox-YJ-!tW}aTV_WuXC%$;&OZ{YPZ
zq}=TOac{G3QQJx6dnx}i5k$K{dXrH#`NQ_1eCqO)REg&EJB7VbY%^VKKNQ~!H?r(y
zn%<Po$IZQse}L;XMoQlA{3{&$6vkIKtCxYzn44=lPvfon(aDc(!G+CO-Wv<iH#3IK
z&%;x;C3=Q3)^PP?lNJhHbPeY}iyNGQ+^^Oxnk+ELA3;55IG8TRF(nG9Z2u4~Uoh)%
z9TG}Tl%Q7y{Q`c}CCnu1Y;J;pRWM!5%P44uQD9A_l6!L!7y=dB!+DO9U_2u+5RyI3
zy|&145D7WFM@>zM13W3J?!gc{5vUbOCY~kw{8qC@>`q4wvmU(C(|ONFD7@kga$4G<
zYzLY4|AVF<;c`FC3nzM*lkz#0tNx=6#wIvdC)z4Bgp7F64;PXIlS0$FyKOUy@!Lc)
zw(WkBT!VygoWWSyq8_Kk;CA5Ca`qEfv-_K9$@3hZTW~8{vb}T7Uwu-+VVvg)(Sq|^
z?t3RQHyphrys}PfMd*{F<C#WDXNUr~NFPYAZ?TwG6~?%Sr(iY-mS<@I5K-%sCbox)
z35n)-RQH?OSY?IM_*L%SB~_#h^41Kjqgql6`*L;nd#D6SfGI9>u0_kOy=#qpaV#^a
zIR5)n7ly%=D1j=1AOuTlZ-qb?M$Tn+a76|*0W4UNe|l8-JuDW-#$({=R(xH2I{Sgu
zVs{7_l+8NTK|1(EPd2a^mRe|)U;^X*sI3jjP=HRnvHzXtch>gTuT2+GtRF&fV8(nr
z!!`y?gVu6JDowRid8{4e__X+UN5oAH<BNF&wY#aZSBcjqG01OEgNH~8GC{oJ-<E6t
z5!}<H!&q)R5O9}(52B+Sz|?><|G|53zs?qjvU%7m5JCl$XcQwl>YhFA{m{X_Mi9o$
zQjQ>7K_0=h<YdkvUqZO7-qxt-_F{^EL&r)v5)~iDX5vQR<~_dOSyuF6p6T3Spu6|C
z9p%Q(+~7Z7KQ4zkqTf`P+9y7-Df=rIgSqGMRtEiDdUU6#X+;4Hn#dj4@w}oT!S$Cw
z?zS#uW9kf_%G-{j7UCX#;z8T|Glbz_nQA?BXXh6C{{og8Wbbsy(F(S+vsD7gZ_9#V
z6I5|1m1NIZ4()c<-|Ytq9^MBb72dS;P6a+ANm(ZRnxy02NBU#*?T{O6J+^msAtw06
zmt0R@>ApePO2`a5F5VUdsHS`#@;83$-p_Up{#8hwJgvV}Rfg7iGnT7I5Bld%6AgnH
zw7W=wvIL{JuQ!uovH9kLyJG%V3ox~M<M9yOk2R!`E90IGM!M)=Mb~@UWxM9{tON%P
zZO@=(UQRerqtOSW&p-B=&hPcLN<i{&9dh;Pl!GG(CchwNrYg9lJN$H$V3D?yOh-T0
zpk5$rHP!rOl}&WiXA9CF55!T{G^BSK)zW|8ESC_Q;XO&aU70gZf%^VUEk8M0vBJmD
zRqwV}=x(+pvsC9ju93HOCOSplD74JO9uorwN4Ng1XY#;fSYLhVm-P>`Qh2v7;Exy7
zbL@<&Z8x9}a}XX+y&0m0U4ieeI8uSrQ3WJ{>3*R|Zuct6#ye|Dz7-<A*^q-M4Xk(I
zs8p#Zg<k2e=gmf};SRGrKjK^reDFkq*x+CvUY>?&J?}CCXMO8DpluGQ{0ZQ%Z??bq
z_f99<YEd0vGEwQr;8j6lewFgR!f<j(Ct6Jq-3h289cvofzVf22a-IC**V)8laOxcZ
z)+f<ZHV;#nd5xnR)+)p%I9dnKDFFS^+c0+lF$#@BawuCrCi#vMnZthLETg{cSO4?#
z)A;gZ*R1pNGkR0bHY(9EDmR`=NHTR?7nZ(M*NpkbT;2kOv3Ene&wa>3-Xf@@$rQ6D
zTCtJn60YW)8ur&K5l(2JAbX@zaBiMdN2j-7{EhjY{;6$;M(ff2E@xKsVi`eE+u`lK
z+jbdfn^NXd!2pW$R7eS7#?w4bWs7+MbmEAhQ)5k-O)jy?jfo0ZY-m|LJ*FgPbRP;m
zyWiYLPJ|UgVLqmwMCa4vT#kMF%eL4Sp)@l0x(|qrqcf?eG-oIqaDOwXa<$~XEZHlg
z_sxJj9$)Sf!SQg)wi-zzP+els5YblEp*s?r;>>*K-VhEwP>Fo&FhU2@8_7&V_dvDC
z6@#uA&HKzmuL~;|j5GcR>vlWF%(JgOJZpSql+GI$tW1b)k#$g?%y=j|oS46t?o?*R
zUHc|)XxfIup%k3hnSPGEGLZDg+niM%JVF!oZTbc95DBj5XY~g~dy0N2lhtFBy=^ce
zA>#;$mbp(gPAVj|n|v>=f+zDttTE#1%#3k{=MB6Znm$^9*t&BtC@`Pa7_1_BVI$t=
zmNIe7_{Me6J3?!ucs-PSib{g~JR|r$-s%d{Xjte#O041vx9$3qvM^TNeuJR$;OND{
zgA8x`80~qgkX{O|YrY68FAbIM{hldPEADrazCON{g1FT6dRFf0!cdTR$Bxfwjzs3i
zB2uP?9sX+P#9N#FJXznpm~jtB0&)W#+@+XldwWL;B!Pk=_WawZ)k_1of*WUO-=w1d
z1P}Cl*)-Kz73kTwHxn3n#j<ZU^SSr90zCpS%XF6`-{dAssIZ`7*BwpPAW;nM`fpE&
z)Er4{>dBz;){j^LHv-g(+%U_XMs$Vq{-%p^{_3A}56&t>578poy@EX_DiR&<$6o6c
zv-j77_Rdr_gI)G-8a-z_E~Nz!MV;YvtXhmauHhfn5+Xx`(_hg7b}Qub&e6pmd`y%&
zU2aQaGUM|?@eK&uqfyKvaX<)w`6#`&g_E`5*^-3BFZn1Z$NhbHi`L~QhZn-m-AZ}%
zWORic=nd|4P?m?tza+I6#G7oGJ?0|!N;X)R&90%te67}P8fK7gWSM-I4F^k|2qZjK
zomCk&(C83(ykT>)HjbbI_`h9G>gJG(kAJY#Am&O94Gnem?+-MMV&pP+JbSA)c|>WG
zMGvre?)g8xGFoE$FNRs2z5mR&*qcn3P!Zvg65d1R%5E$};ST|1VYeOpEr!;tX`kt=
zH*qV~pczywwC~)F-zIb6M;(Cp7y_JTz<l*NYC8-IqJUy_hI9E4H}OKx1-$4^szq$Y
z=dr(q+xgezkv{^8i%5XQ*#3T-*6x3ADpCyjpAUhhCb<Z=|66+P1O)2eQf>U-WD!K4
z{=0#RTi3~pdW5z1T4R#<e@c9Plhri%-xb^bU;oD2^S9viKi38WTJoP#Z}>4+|J^+0
z-sj(r0KfD9)1tqp-XWl%rHw`+7Ou8jZCs%d`g^5ZslR70W`u<Rn=O>w-TeGuSzcat
zo?qA>O@6)^rDgMaWA%Q!hWz`-QCh&;Z%eF5;m(g2b6`njQCnMjNO)YGrD|ORBclz)
zNM$@$8=ngGCcBTfXZM+naf{W)NT9G;(VgdSuZrDC-V~d9ZpYppq4Z!IW<6I5cki@4
zGjmstwL(@4$)T~Zusm*t$t;#@1GBtdjx!r9O-;pa55`Sr@`ttE-Y)^46TrPW#ws=2
z$bbIq85jsEluVmxw%v7?`(KoObyQtXmn8%O!IR*g1cFO&f(H%m?!i3-_YmAeaCdhn
zXmEFTcXx-WmtTMVO;68SGyMl^u`ay(-mN-y&ffd%SG82L<la|q(8um_xzBA<LKPPm
zw?9`CHb1X1IyTnR-%rZIQZ;)EnI6Ffk`**4rk<z1)rn)~TR)<WxZ?<#dAoogvvdWC
zt$7by)6V^_2ESwJdBsR<V+1))hOBo+-#=b8Kj|762(5L7+&tbLQBqOe5fO9PQh-xh
z&i7{`;E5c+$7s99oox--+@70sh7yX05pi!%l@K4yR_QG^INhIg5o6BMQBW+O4e@S)
zr^u|VjMS{RXD}XqGrzEa3vMM6MkFMQ0S@?S2jd)EP(Tefbu;V;#JoQrlLkAEmz#`{
zWlN_>IXbfQ-XFt&ZOHWv3}h7)1YKRZxSh}cEG#5}Pw<;dq4Du{?|g46Oj*n6IoRRL
z)z$U-VoIBO{Bn@<=!3(d#_HPI&O`w=lhI(N)7hrJzW!J6d_337Fv*Uq2$RK{eZy%2
zPGA~#W-7=J=4!Sw!gy9sH~OIVmzq;}+-`^K?99OPsZ&lTao7dUR2VTC^kOvKY~tUZ
z@3dVW%oXhQQG&?z=g94B)wZ`}K;mIqX4`o2X{Af`IL>o_el>pgkqkqQHR;RdRn~Qg
zaYx;a1?YLv{^lI~aCBEEqa9bduF*t;<}rCrkg7LNf?`%h_VzFfjBJJ7p3?opgVSza
z&h<`C3j4S97cy9jAP&3FcgAj(z0g1$!XRPMq-JJ%|M>9?V06dFn=J%H#4j`D2K&=x
zUaPBtyv^XKjZSmch{Qw*K|$CMJeDt)`!n}oO8etkg6{8KwOkHZsx23K?~a<Ko82E&
z%JmU)q*Dxc$Mb9t=i>s<$r&x@*%hcT!ELg^`;3n(fF0EQ5)$ws3*>mEtpV&k0>)HE
zMdh=c-0Q0a2jU<s+ST>|^oEDaIm}%|1ca3iZ0$_Fu29HMVBky;Ss9r>;1<7acU~hP
zAQ)GvfpGZ!b>&%BRu-7`)uSV66%`z?%HHturg*}@kLJpfw6?agTd%?fVbd3X2&r_r
zI&AOk{9<Gzk|7-89}u7m-fiN^2NM$PNxF*YN%~t@=osz|t=}%ufB-f99;@*bDpYMR
zo+8842V3RJjnbV&?Kn8$ITWi!{OPwVSF(plX?tZ9+_El}*n-Xl$ME&d0TnhS0oh$u
zEO)!)^?A8U+JxiNiqP}Q8YqlWd!w@LglCNX(UmTOin_366kE><n%KK0k(uU8Hsd}?
z1z%RCZ|BH!RrCceV+q|~VWU3}Q8@RgdtPE++h1OT;u=>VbFL02AkA6oT1Z>ZmaKb4
zVo9@afYKpk{?z*?ABODP0LoXB0)yQONoy<HhZd{~s|e4HCG20imfyt_?&6pmaBrJg
z(WU%dvcaN)fk*wi*^diSgKs(oICv%;TsR&UK!YC65J7XkIt(c)q6H@{k&=>ru-{jK
zI(Oy<|B#uR>kn3Anah>sY>kz+fwqZ>2?hqn2d7j0+pD7?FEpO+$A`PJ^77TJ7_HSA
zqm(SL`yrJ1LR}Q^<Fyw&vFlGTg=@>p-y0jbQSc%knpH(b5uWaro`#K?`{S7Wz|lB*
zCMG@kiUsWM4f_ts_4S-ghW&g66Xn)x!cvLsvS~yvE-sa7v|wwv&W;YBYKytiJbCg*
za0f^Pn3__dlS{SF*6m;EA1yZiU7aHt@Y?P-@8_y5NVvI^kg(}K=(fVnR+)9(oNe74
zc|7%vWQc%M!^EAm!IIE9UT$%8bc8H_@KOAt6hj(-r~|S;YHqm01IyAn)Nq=lp72E#
zy|%;h^!rKIh_-VhI~G~t33s+|L(A@M>XxH?_}l8$z9uL{T)smexa$y$Hhk1*X6D4T
ziRovvTyuf++;5!DOg1|<S07E~38WJ@LazJHk?q%D(2z#$4Hzoc#WFf#R4^|%yNFC$
zcFRlyQ4JYbSn*>_2G3zXVEh`XcwPXnt~VVey1hwo&#~?3WQaeX;jX8NgdNSD_lzpk
zIMXem2j0j$_9`CffMVI}y^%`gS`+o%W8U_%>gId((_IC$`*BdTo}`$pD&k{bRd?g0
z=SsoL%iVmu!Dg&L_LfZ1FmVAj%WSeRO}EWgMMdRjLPAhh)_X`oeE{EstMrH<ldJ_R
z(Xiro>n)g4Jqrs-cXuAJ78NJI*~Mq76~Qfsix8!O`k6anI+)De*Xn~rNkQ?3jV%T&
z$Hh`Yih8LNa7{&BJ!8TYy0ok;t+qB6ELgESbu~4m{NGe0!ofPH>pg|)HK=B0X3iJ8
zKIs&gmmr<DjE??-)Q`jYkBEqfu^e_(AUma3R$`!`g^88KF`K*w8>2;u`Dm4tFkUx)
z^jM+YgA}yl^2*Bg8Br1P2a-ywE!DXVfA!q(<Esla1NpFQ?gDD!4SXMN_|T-)J>tO_
ztLDYa4vT{3+H|=<JeAR7ETh(wPn`Gh>d$^&wmoN@Cs3IljQ9Pc=Wbs+G-Q-gMrq+r
znfj+Kd6{}{)@ez)-m0&dm+E$)d$NzUVPy)Zh-J8p@{yBq+D(EI$)k=8)<ISmrnbf`
z_;8M2O4HYVH(_dXbRl4a8*jyt_&W;soJu)&4o)u4qp{AXwl7S-KN<#dDR7;oQ*+a+
ziyfm+n0Anlq*9!p9}45wC@CHS?;38k)shrQt#P~_JTj~(=b&<~gIX^ji}CH-w+}eT
z>l+)^+rw{(9G5*$kAKC)bnT4g^b8Da%>TBr1<~)Cx$i8Qz}hi88xJz>%F0ShliOW)
zZ||4$?UDXi1~1_dys|GHh^T}d?cf#A#>1)5D0s|&jG3dQ8yo5t$HpRRYuVkeSKuKF
zE1X2cc)pgw-rl~(EtH0q_P6T|<JMqO8>qa{FmNB-Zf$vPw@HXx_8A%)8i3Lcy}UnD
zk@(TZH#iuXPOHJ+&kr7r=lTtJy+k5=I4JZ#Q&PgBqA-(_F_*m6tIbs(Z`#m!H4JEN
z480fa7a)*n#(Z-+AYy+pq5X>Yv40x-hgm(TH9E`dM}n%!sNy3ttps`Ql8I7i6!9R+
zx)YB>ZIQQg#@TP)2R){#PO*AFrt`OS$eHgKmgTKR33Yx!4EFIJtYrmfR5YtRn}ToP
zti`L)^^&{nNHN?C_;Tu*9%Pui%BzJ}Z8q5Oo#0D#;=5b<uTG^1^gJ8iFE8s~uZ9vx
zh&~s3d;L2tS1}*|@CszYky2d&EIJLy(?JCU1l(`&KE3_;F|M_hUn+^C1I$<Oh%qTS
zx!=iJS4=a{`}aQG-JhjWcqBowIzBt2CZ4HZ6hPw^%#li(E;m4Ge!Qioq@=VxS|k*b
zHC}4s=6yIvr&cO_!^xQ-9z$n+b7}yxB&~Y&di_z;TACkGYiqiB_II#`8=Wt{fItxx
z7GB-o?+5P&B0>7bdL9*EAPF+`6xUM(fW<O|g0Q$Auh;e$>SF+yQNT&N1GT@bwDb)N
z3nn%;HUtByRT_IXH+$Sv%4LlB=j3dm<TODxaJ~uzb7jFjyL|ecX~b;G`onugVW_=Q
zJOq!hN)riCTb-_$V8)UsPFyUlZxn`QANHM^v}Y7#nkhwkwdF}N+@S^(Yt=U*zVWvV
zoekxs%y2Ts+KxwW(3=&zcs^Id7q1LsCEuLs9eXctjxY05oBx%<?BsAKV#1~xmXw+A
zo!v_DHvQ5>llKDt;IU8L$DnMMmJvKTRsuc44O}CPb*!;m3#P^GSpvF*=_a}ewn^1j
zOiJ<wDwwO54~h3k+>P}M%-7KD92|@Qu-#tlDf4`B0N;0&my_cM;|2!3rL7G{L_}oV
zltoupm+P#bX=CV_t-XEcz(9!MK>WyW8zT<eZ9Wqd%BQ2J2VPJ(tE;OUj$4tyQ8>_G
z=sLrQhe8QC*=;tF+x*bB074TkQerZjq?s(yme$pM3v%YhhzRipWYSt%JOT7MS#Vey
z$rME=AS8_Aa$-b9MP)Xd4E|`dc?<xn9y8v~Y!$V;yE{8O`*6L3Rbo<-tmel@P>09z
z<a5Njj@H)NI)bo!1_$YylS_?;k~1?ikK56u6{e@aio~K-)3LG|S_|WqDo`paEiZrf
z?%j`p1U9`7I3QQRAD^7u^o3PJ7}jB=T2^|F16$M63ORy@ol1yzv#i?z1Sp{r)GMrX
z(ub;<-P$!ZlZn+b*rEH{KX}Dy;~Gz8;<|H)f0N!QGk17(=w7WD8u;6xyn}TYO(`oE
zXJIftoyke?2?{1<WcctEe!TET*@R9T6Gyic<(nedS!fjQ_~ElY^XR7`-#DI-5iG6M
zzJuq+Zt*A6w7urW&u_5%F(Q9R`Yfx6S?Ze1bf^9H-e<xF%tS&KDN7FjH?IN1;j&vl
z{v1JL2&P)qbD`(mOi)5qJ^hUHU-P%Bgu{q5O*8>>0*De?2b{=f%!~(tsYOK=S#Ii8
zrXAw+jS4%zU0%I<wUHtn$C!0*<KW-`fG2g;+U{;|rO8-+;R#?YTi}OYyNR{k$=O*c
z{tLp(moH^>ovx2p6sr%`*W1BeU?U|{ZZ=}HuWz<eoX$r?tZi%xN=tHb$Uz}Zm(2)t
zur&qX+h;@u0yeU%tj#)ZpDgna7~3Vsrz?kqO1S>iD-#|4Oj4I<rn?$D8o8sM->K*n
zzN0El)#MXjEPYJcpblj!fikb8a=tWe>06xS+ju!qs>rm7!qL}CFMZk{FNe2SlI;QZ
zc0~EEG!Q$&79`Xc_R3-cO0!RxxzX9*R9y>&;jG1%Mr&S+KYTX6tB!STLR||_-?K>^
z-8_Q{H-0R5qD14atAynNp8e<P%u&NNoU!`6UrGVqLdWZGC1xAY#76vQC^W8H6u&pY
zpJrcjj7w#^1)74T^UfinK>(XhLua!;4#M$hR7#=5#rtOIL_zkhrBzZ=ij0h$cNUQ~
zqu~hQ)OfovE(L|oKhC`NTfVloR>6$eYEauz+VV}g)e=u(QIXU2iXXLi4@jPJ^6~&~
zrUOv=<ezE_(jM3vyyxL+Ng5=|-kcV#+OM8~dw^UB=r&yn5fwzQcz?CqsI7o@L+=ET
z|JAgfqI9rQ!GtZKKE4HcS^!Pdt*p^n+7kU07A*blr^^0^YQrM~BNG!ymY_gRs-XbZ
zsnhf8ebr<$<TmXg5dCAEgO`_gb0|f-DKR3#3#8?G`vWTND?oXccX!qBHy#Y6xi2t)
zQOE&UPL@1|;#tgkW3Xvd{s3C+QIiGHUDAnuK@<tQMwcr?u$|*ZAAq=Rt*t-6gGQIk
zRT!axOrIZe`dIGo{~{U41oftCx5wBR80}^yjrRZT7Gw+z;iIE+P}Sx$t);qcR6fm%
zjV>@>@2{;Psovb&e0w+z2B-#k!;3CQjeZpsOj1%(U=~w*dBnxUVn5oDfwTlz89)j?
zJ^Igd0BS(SWA?XPs9RZI7X)DZqthuV)X2yP*J(EiG6DNbkO{fCxo?1wqHI8nP9^~%
z{P3xOm_Rm72k8||8Hq^fI>3lf>zkX5j>kIj%qBk~BGAD>uyjzMD!!wk2?oET0zx1r
zCZ<wnOIcwwM0cdu7foAfwM3+@uHMktcmvj3Urm+Cm@k0)ARm&OTUa0<Bh&B-gAu$K
znz%}zyQ#fRrg>Cde|yC5uLhza42T8oEne_W+i8B+w|gZsHCDtRyxvn&BY}ImKU^pS
zFe(J#@x$E}IXipo^|d2p6Z=1&Frw1Z^j1UWtTyZ2uYN^DAiQ|73=(<A)Km?B3P7wz
zcb5kQ+|H4|e!X@+-);dra(06Z^1b|f+|Qril?paMdf4>A*3to32`V!ur^0lCio<SK
z(AJh&z!&)~35gfr+E2b+*Psxefyau7jr9jK3Jj7ykQ8XttAhbnUpYJ+B=)#(0Sx%~
z@-o}uXt7YW!WWdAa-d;Q!EB}p_~9_>zc8CB&hmJAY;SKL&XFb#CE^bB@`8baY`R}i
z(v%MPdNQ|5x&48fmg`AJ{lhO1ZrAvx0Q7+^>|tSHe?~_uZSWi(9zql-I28Th?Uc_=
z`C#;>0LH1aKj;Oo{wyZOpECwNj?_|<+f20u{*uQNH?3ObpNWYmAlQ6i#zR0t$^f4j
znV5$_M5GIG3SKIK6$Kw3-}!RC2M7cKK|uxMTS)W`f0VV|e3S}0KrIAF<Y#=mTGPVR
z6gHT4JZ9rRdnL_-K<Mi3>x20N3NXM@&@TxHg2BLmoX*DG$znG70o3vN`FZ2fOa#C^
zvH?7T0_f)y?2Z2g&=xS-C&$ORGJPTUOHU8P;HY6z2+;*)H<*Y!-u_@VDvb3R1OtOg
zdHe?kZMf0J0SuUPpFP+^``$(q#Q_Y2L#5<BQ+Ia?kO{YeW>oKRM8?Dv0njeg^3l-{
z;Mm9K=QPcWN8@?&>+9>oK#Mz_ijIu@85Jeuhe}9QwFjUW2s!GanzAz8$wJlr*{Yz`
z)i2;+1c$c0Gf?-Ty9Wo0ztv0S)UQ+*xIaBOr~w?@G!HZ;wHiwlJ`j!c4ad&_IH3q^
z?TH|_GOLqRQo^#Bt;{Pew%eQBkXL}Fp`q#JtpOy+oOP*O6NLYhxw61w70LJ4_q*`8
z;25}Z1dvKLA<QAcs)-WK1H`vcS12J62utprd5w&WG&D3m#7S%rcXV_#oR5ktRwu;8
zsS+&~vzUyM0^r^aI0L)$IR#job-EVHZ3>D96oLH0!opE=#S`TQ;^pP#y)ia6Hlku;
z&wBX}(WSXsKsZ9=DFAsIP1Kct*Vg_F50}+l0H}0i$F}Ce8L~*Hs&u7)Xg|CKVzMl`
zEtrq}ee=P@j{-H83s9vsH96q%K<3VHT|WYK1zrb;h!~id*1O}B0BC9Jt{;FcZ&y}3
zf*?qizUlhMTLE8%-6Oy_Hb`{Af?NXuRQ!Re8fa!<m2?826vtwQ#lyn`pa9h9=;-xk
zf)xcF-6kk0<h;DiqbxpCNT{frjaQ3nKuy!Avkef9AS-jd`37>(H9%3N)zxG`fdX_0
zytvm4@YNL{Y$Wn}G|43l@jh{#oSXo)7o}oGLP7!=A_@bP;P7o1#L~FDvOo%K^Q{0-
zpwp#{$8%qS+0V9GYQm&rM0@cf6$r!|@}v`{EZ|HP0}!<k3<x5Bb$k0WKro)=CZTvC
zaA;^~zNmz~fKBy^pp;a7UEzl$ti;5`SROYHx4X-tujKtoMQRMD;}qcHHFzr3MrXSl
zR*-O&iZw(l3<p%2TtDtjl{D`RXhCT?ZD9H$<Nm0rVFTG7F!^X&bze}d3Y1I8xVQ*F
z3Wq2!qd@pOg`eQP7?%f9!7!L<z}Xbi1|V_|7ze}tSWn>$-ILW0kS?AZ8EtWL-heu|
zTU0>ek?vk9gCUf6@Xq@s3q1)53^sO*>A~8-4N@EvNu}CdE~;K<a0?Kyp8#EosumIv
zsQ^!eO296I6a^`Pc5_P?jm=Fz!~b<U`hOMs!<>P>x>u<2`_y;thnE)uDr#|y>EEJ$
zhyn?Ch_b`)@BBaSCgg{JK>*rEbswan3!;GY3RKk8Chc)o$sp~I{E&)>P(5-fZ~^ij
zxzJrwi9mW#o-^=I_}fKbO*#)Nb+LNwLndz#1D>7V-&Dbvu?$=Re;Bu?{Eyp6-q|PX
z=zcn%wIjGWh?RhbNR^Me{f0~;?wrEls*bMg<s$tq4U&*-<SZR%t(-A3GJdtT&I@ls
z&CWcvIi=S(#HFC5%nRp%?DsGG0LZwt{pg73lRs>8Gib?F{i(G7AVqAiZ?#IZE+RM{
z9gqAUC+b{IY*zwd!z~*8Tvo@Jg@(6hp`W-+BNP>3<%B|e7fW@jnDD~LKAKiai|E!y
zY*wKAyRwCjyC_*L=-o2}`b$TIQ`i3;Ywz5I^?2SlPVP|Bw5-cdk6KcRQo1gJ4suI~
zZ;VZxI|#$t%c%w;l=8~jiR!&jkr4!G{Yfr}U4P3jUX{_P)ocH&*<+^=;@dpLa~BML
z_Q7Wo{KOSbjPpW+piSX+@I3clUI1d{{e4@<%M_vh21`=<P|}t7KhX`WaKa+5Sl)%j
zR`qyTejtCnyU`wN^`wExCMMqXu?I&9xijzR-7g!~57}ARY4s)hI%4FTn7s4MrsKtn
z5*o@ED(O2q80dG-X;q3D7pEk)3n`xCr7S;M2>XPo7wX_EjIW}~#B3OK36pTRa?I;z
zm4cL)-@QgEZWxa3PJcyc4dm#(h8M9!BDYa%%!ENC<4Z{7>MT-dXk@E%)OJb1?b7Ic
z+x0DuH3}J%wJU7o&?IE5!u2C2hVPs>vsX4bd~3xJhWYLjp&D#W$E&4m39vr#U#3(E
zhMsl~d<s#U3U9GN?-f=Y=<((*>~K-}Kxk)rzbFnLOzMskTvLEm)roQxlm5AJR{0Z^
zY{~V?W~%U9IZ4aW`{<DQ#a)fR3*m*V^!V@aW}B_S33I=^0MhvL>)Twa!s@-9AS3(N
zJ>(^YAKt&LlI_|KcRr{0O;yDfShYa5+3B==vzL&!eE?r^dajFgNu#bE8~@pU=>0w$
z&h%4$;B;Kj=LUEEVH{~=9a!H_42j*;q#F;Gq>Xs}=_GvLU<HIN_}E<NRh?ALaZBEr
zs=Sm{-ecJckAy{U;`pRx%G@OK&R<0xYyI_Bh;BHg_kl0}>95vd3j%>{HImrZ2*j-6
z>&es~6Jxp-XYjrVOOvt!W$>py&L>+_BHt2W9W}0mZW5|z%1O&xP75Q~4SfOUQLsu}
zQL(H8h7yIL$HZq8%;x0n1fs`#C$S%1-i^L|S439I{UAoW_ap9lXX1^9e@m}lt`|6m
zXFX8Y?uCF-ZtN}C^u=W4IwetZ_+J0d=le*gci*1P{8aj^bPtQj`+{s=eT;Spvfv=q
zODL&s(+X&&G@5mlhA=vwuOg!0>i3=@+2id~kkU7skDOc3AQ1B7>?2nqzFSXoR64lc
ziy)Y|eUr_z6_C`6I`r7&xS45lS~o&57OL{4NaTZEArU9_@CAZi&+043X8~q<pO1(;
zTR#=&7AiP~CiW?~y)IzYBE(f#<21o)8l+Mfe7xpG+#&Dtog1IjVZ{5)Ya%#d3M>9g
zPKB`>bu3h|u$Q={&}5;kLT-h_mg*C&!^`HoUh8~UT<$SqWqeHgh5Mb&SgBh(CcT18
zxim)H&(cgf<tO^B@hLY>$@KaAj$fMW-s^9^(6Hc}p!%sAZgXNs!z*s<K?mE|h*&rp
z@L&snD{6yap7HGNP=fGC{BjbU-hCoyQAwhI343mzYD(NX{^?~i<w^9`-y!4ozfB(u
zzNgi!gEam|3Y6&y2nbAz_3$|rHo1bQw%GNEgvX7|p@Z9tLP^}l1RK;iR>ntzhKqK<
zg@V=W4<0^<`L$|v^yFv+cH4!I^U_cAu=jKP;810ITFo1#irudkS*>4h;Yie!_^jVT
z-Oi}1?AZJgYHRrV?aHu!R9}MXg8_awC$8xCBD^ZK5VeKy<Mq~Zj{Glf2_jSEi7031
zq(dlwin6fX<-drs6fA47!V!#oeEeNfZ1e*CcAJXr3#$%$lE{65rLw7f25y;WLjxCb
z+>SmrDf*(2X48O`35Re-*{<2kl8@N`Jn=ZT-D-SuLCa8IUyxR#^Mt<W@=Q`_zW!@_
z<zR%)Oj0?*i*0piay@^J*Pr`aQf_X#sEOhAUPy%M3T(2_*LAVkj!c`q>H2;WZ;#T0
zkh%FiBZEZPYbE}x-kXO^grwrYWd%<Jfp~<6b>r%%_>KT8qm^39SO((kjPj{e6W*xy
zdwxWur~7HfOC^iN^sWdv1s+{Naso1HJD9hd6uu33K_e}%2!)Y9P8}vltcFv)tBQgP
z@$&tn=!;l|nN8b1HS&rxiXKV6q)7d(gXEhjwC%qqxxJ9pp1AE^sv>b;>k2Emd1ihe
zcbgwto2TbLpA=g5=ksl-kavG@*VzQZwc4lMSrxf@xYeUVfi1_4wwaVamOX`P35ZI?
zj@69ewUk6&J>Dx_pTF2^GnHp5Ww7FY&|jKimW>*E@$5_w;fWa&T}LAD&GpVqJ8tTo
z%_nxtkT<S=&>zB^ELnqo)iXHf?$N3Zkhn)X%t&fUq?V7R$$Iu6=O>dK4`~Zcy9D6$
z^GUr6A8Ye(4#E9J6&2W;Xg*rN-hOVUcT9w(WgmeZg(|{{8H?01lERmwkiHo;!T%pd
zpnOw>!H7R;&c7B>NDlq;_G8(EUe+<=Ml|w%a+3>4#1$%k^#S*@BU_{p=ixwY;Xi5N
z3AW04K)VROnfjcmy40y5uohu)+t$+Yi5hw#^1wWH9br>2eKLD(Zt1E{mK1XV{`%LW
z3387i;U}xX4jbtYmU!e1Pf5X@nrB<Z7SC`;$dhEG>B$ajy;}G0RZlw<m<wROmQSp*
z(1lwP3o#XNr~Y4!L+UK~B<mT*&nntZCi7(L(a4$(>S=I~)F!p(H8h$D1vo?SEVcqj
zO<YGf7xN{DFVNm~SNb0ox3p`<{N^GTs>n2BM87a_*hzHkj)_9zFBSO5HWN9K{x8#v
z%Ejl5t##vcc-$99Yu;*W!hihWI4+L`eL`Omml*w+pn|I}kgYj4w9ltrIJd8{{`F7V
z%q6D55Rx^`uPA6a+8u}Bkm^aVl$RHZ!oqNLbacSB@^=_>-?HEV_lKR|KV}dA+pNiw
zf5AF{cK%0B6bJ}RpWIkqU*6m61MnF@I=-2O&j8vE24Ygz0@xWcX#+?Fuoeu)F&UXw
zYX1d~yZVZA&jAFKm3_tOaJUXA0oUzz1~Sfv?+|TDP7crkIy7&V6~L%k1_wjII*5ph
z>hM9r{_5b+)hp(%30WwsN0P#j=MV-d3aA$()YJu|)j*YJ0w^7LGsAdpDHs?Spdd|J
z0QkX?>N24DDh>G0_5IlpE~_~X;ML1<M#*nEIq|=Pw_pOTcP=ij<EyJJp#En7y|*C@
zXgf-UDxY+8-ptilk%P1805Sd<6Qj&T&IhSe>3E_LRSE$})ezYRyg521rV!}v`W!@%
zOK$?JgZXqRuq)LuxLle801jcCd3kx$v$Kq#oeKJJI3K@}0;2;&JqBio3jLnfz$pVn
zk1e2!NF;G!0%E`DerEw8MR$<)5ugx;KvH71n2lu6>-=D~$OXyrx3+(w$h-|>m?&U-
zfKDv$?1%yqdb1itUs_QiARBpl02~>DvKU}syx>s2fYM69>rU{U)nfL8>-ATl*LMLL
zYCKtp3n9cn$R=lG`~}9u=5k*ZxGuWD$AK6lAoS|#X2=83>THPM{%{XGJOmuJ{(u0Y
zV`Fy#{bYFWg2kQZAG*K->`VTp4j<k}r9^nVW$NRbKJQ_h9|Fw8{oyt|GP1qSZjXY3
z0;)G#kBHMg7>Eeoz$0;bb_Pu)G1JfsI+ngD_+NB&Wt+@d6DR?l1f1}%g=euL4$KVT
zj-{og5b+BRrI(B!;-CPwqP6X9f31=n!26<Z9c><4>v_mQxoGG01mt5-ii2Z^IL(c7
zXqHZ7{;xZ*O6^3HnF0~?FGf0xCTOp$7V21lUej<nYnGXnHPY<ifrx|@$7V$YX|91V
zTU&1N3dUvH4Bf2-GMXb$R88ipX(1dHoV5U&`okdBPM6__fu;l06DUYGAm7|<FnE}A
zR~^jKbq-^~00F1<uLYNg>&LDX+&liS7BQrj{Ka4iDkOMO=A}}=^0Gx%6Iod9g~mlk
zM?1Q>Faa44kIfP}QWD|f^z<FjNI-D=U+hi603(RwT-CNM2OKIvH?WWRhlY}IaKr-&
z934jYcaaRLs;Z7mW}vhTp*$C&bUDJdi{8MuYB&+Lzy=)4X=^B@3uq*2chk26_6_yi
zzQs-(c@a}`7(Nia4QNU*Xk2{2mSnQn@G&$r6m&fy?t#^vod7VLf$75)M$&3krb0kA
z{`&3PD$v++01}3TXI~8c+UBM&m<ga(VPIha{W9zr$b=)=lK9McC_X+u({poR!4QKb
zx6XhHnIg^d>hjg5yTi4vl!%?<V}UBo&{}Aujag1Az<WbLn-eH0`Bh=Z&yP-KBSl{q
z|D~aS%vsMaSJAAT-I{YXf${EztObY*(rXCOz3`5TQjB8LL;qK<0~7FHx$ghdYWIJ#
z+$S7h{sIe3hZ*lEKM4q0rTRU;Toj@pnN@HBV%?M7yT8AW<@IpC`6eZW3MLS!QU$IH
z*xIh11qEgyQ`I^x&yqbJZ|W_#4r-P*fwsjq|2QVids5=@5CkNEc{}aD@J2EG|E*J>
z%z|V891p6d4(pN<e45Mjx){H$L;9Zsz&UkPNB=k3=KodB>wqu~w9n6=!3G7o!MecB
z6xFH?6lQ34;K7sTI)P<nWd*%9Pi~h>1>+;2)U?ga;F6P*W6`L{7^DD?Lc>WXKIrd3
zPR0aT3v?xNE0=%+B#zs~{^k@&MJ6NZ&j;dJ^jf_UG@4v-zk>vIJStAlpz{X`XwdvX
zdl3~EUjsQ2OuWrX>+@vi-8@8+L}ed8zliwwUT|*d(SAE*+W6-ozQ_NfDg%jb1xQYt
z18hsAAp8ppX+V~^0ew7(*9-`2=SNE^K!QsImOLPww19NgGc@#{sxr^hy-jOdo9O4y
zx#L?v4j$S{@sRrR<sG?nGDIntNa1<NwsQxjG*_^kAtEABhrcfWfd<;8LX%sYFG_zh
zcLK<tsbf1Y(9pI(i}4+3Ig?4ompYvpg7=fnTi6^(Sn8PhD~{B1L(G*`#USn>x*HhJ
zpOKMZ6M9G|A0*jwi#gV&r$-k^9~jv1K>cesW`2!@B@EsNm&cVItTN1Ev_w`5JTM^;
z_uopJAIPoBc|-qAlx^C$um|01o!&@FAc?~jDfO-QL{L`}5)eql&}o)dRlR@n=6i-n
z*kXMIDI_CX#}t~TM}WMs^eqJldgFZW`Tgti!J(Y{i;W5W{St7<I8fi4n|TvhEn3IM
zD(;<|<#VLMBO(Mq0_f9L2d!M7juLX%=8hMGP6j+0QDNmHXtU&iGq5-MKm#Qkh>C1Q
zCm^Ij?TRuP%Z5&+Km-krjXB!?O+_6{LxN25_zMJ&O<1zJyH`%9z2#Aek_DmHVeuXH
zO!p%b-MFu-sFSX*R%KC=zL(foOv!m%94;h4if?puCs4?s_?{jg;usAOA<Z!m%6zJ^
zHrCeQM2|)}e6T<ji*0Oe3oDzz2Lm?7DEh6<&2Q)1vY_19x8WrvB_W`pHIq9$VL%pI
zt_jO)3m}bD#BXoX8Naxp3W|DA{EpDpf@28(oJp`Mrg4nRte#zVp?{~HUdww|76?Fj
zpc9~PWMl)>xl<@ZD=X=}$)cGuJ^1kOa41OsAF4lrEo^vLro5s8Vl4qq6H2Q+ps2nD
z%@>Ga3^c5cLEl1YmmYLNt`=RwAkN216L}C)-c?l>l5I<%tuxf%bhZt8)WyZc?HwH_
zAa2h<ir9<pGSbr%P*cMT<G#e1oSby9wS>&=+e06`-+wtX+kGxmp@M<zw3v?+ajW;I
z(ETR{Ty#D|u2*dwt3aWju+u-jhwUYPn}jQEtW95O$|9xt1A%bi)j@8-6cn!L{RbQ?
zWm;g>UZfWaH_e~7yEmrQs`%9xgF^jm_%ftjrdsg-P*kD_2X@*e5&nqh2puf@UgduN
zg;Z?Ll!bm5$YzPhqNZ%sDS;at<3bUjY?y}I6r%H0guJp^t>M=9wL|&t*q8Z6|K&qV
zV-~f<hG#Dp^sjB^LSMk~?t9NpB9#33Kz3`2prQ)}R3bF96Cx}LktDq4t5GX!I?K|5
z#Lv@hQm_qpV&7w`_pe0+f0dH_0=EK^>pT&$z<wF;UgL;$+$5^--L>F5t&=uj3pv;w
zXt#r7$MMwedn;&=gO0oHy;PqEm05z+F(e)Y6e#s8op&A$^?trV>Sq5|lbMZ=w@R|V
ze}@7sMJ1m1@<mDzzbNRMLd0LlEP-Xa!6pg1mwXu`%fJZ)@*DuXQa76XB^SNaB_H&=
zUxLP(^|x>Q;H5y)O_*c{c$1%>-x1`U5o2bcbVQPareSrc)o7+D#KHqwPYav4e+}NX
zU6FVIryb+FYcwwbw`UaS*-Z+n8U)r*qpO)j{=DW@#>}>qA=_pNd@O1UOxLHRzB9vk
zSU(U`Doe*WL{oM>(1^-gqBNL;Gsc)oqmFuT@)6UWg)`tcib}`({Ye%>s7DPmcYD^4
z0)G?{b7NlXeM6YkNOM!O9D=&mI7KqklSax#S#$bMg<y{yM%Hn`OQ9(;!I`ghGP0*=
z)Z%bE7z@+1Vrl6VeoLd&cqv~Ejy?*>4q7N@?<$I2Ir(7%skIHMjyj&&4SSPNNh$PP
zLBS%M$|VR>NK`ZTn!{c>yVHo$$49mI(qsWsGv$46z#dZHTq^9xda6%l<dOVYG9OQ@
zQ`2pb<yhCL1Ao;BA(&*zyJGJvo+2Ve6<QfmHeFJ6Jgw0PQ7)GBo0iCFq^RfZ^D5_3
zbg=Pav&}0tD93H6P7bbc2~kQcrFvJ&Qc?}Qc~8b7P1(;|SlF=XI=^3ws0V`?)hmw>
zz+JeGxk>4VeMc2vu$AFh&)9OaJEb6t(I(chq*Wpz*)1Qr%4Kk*-V~VqKx5!>vf!FA
z!3}Cj;U&*v?3HEJ)!(vPC$M<8SFM(E32`(aI_!W%uW?fz6N9a#r8S{Ny#5L^mkjO?
z;&>?G32yZ-lrb)7^he_R;N}donG26wK7bg?o-$v}9=&mQpyq$gKRgF*@9BMhMaoL}
zCTUvQAvGnEUk4v^I4N(<Eg+FtdN;w@(uFZk%%?X}$~hi7B8(h;@?IiU)C=*e8-s63
zSN*Cf+OoKg6=B)V&iBA;$-9v-ZI3J~X@23`*Wn72`lmUvnU@Gg;vR%le;jU&&kwCh
z^`+me&x&W5yT;ueXxUoyUD^;Xhq>QUjaIZoVu^5h3Q8Y_CSgur#POv*lC1V=7iQnt
zyxl&qvZLGgZyu?h;n7i?4Bd)4+gp;9Okbl8Ha3HwURlx}s<hi#hn`{kSp0^s2<^+R
zP4YCf{e#<ys~ImjQfmEx-PXKV2qO9n`51%k*qB=<oSYVHh{hAd_6>ymPSXotdeGU`
zg-{qC*IL(`*#}VYu8-T$%u@ML-dg`I+}EC9#f-m)ZOtxuxAK{Yj2gZ3oWBlw9j9B^
zPp^+k%kW=9Q?7QSVdEJrvf**V08_~>`k=29k}5MBRE_NN46nDUm81}Su7Xp0Gm+SS
za`~|yBhCjDsy)u3T;Z+4f^x~W9dl$eui?Ua!z@LSx)hjV6b~h;&zjw_%BwRe7SDn+
z6EseqOMG;SwOz0}@?~e^#LiAg$r0OXLo8KVy0KQYM9BSuO85QYMS4>&$^Alr<B&v`
z6mhpVTN^_79`s*I-@c?$<kt*J_3@;-70~obPLCbz&aJ@FwJfrW199jt2(dh^H?dx?
zamj{@2|8F^!c6adZRe|oE^R)vQ^I3L#e25I(c-(cZ#fcx7>HCb|AoVZZv$QUy!$J~
z=l7QrEyzxaT><p>qK<Yi!tJTSPRqQ-RG$-9JAXd=Bj(ph^s54eZv)EM=*WL>`aQv8
zH}=FpFGsC^O9?4DMhai$BI>vF7hkpQvQSX+ZG7jD%GtQF^GFwr6F!FbhHW;LB@o8!
z3==ZzOOR`#x3|_J&@khRYT@zo=};7#P@gpJApFxzN<YjG$8U1IoH0^#=TjZ74=*73
zQPr#8ZrpI2=eZst+n$5<g%QS{2l=vx%+wttPZ&L0&sxwzEQ_Yo={388^k}_qJ0Sx!
z+2~&l>G!B(L_t0Ej?1cOKZ9<sgw8}AX|Zt2f77Hq`A>tLHdyd}eNn9%lTpGhzD7GH
z-D!KV8XET}R%|@yM59qryerLf+9FZ%x@IR9YOO`3HM{GV`@?5-DWXp5J&BKb?Ir#s
zGqACq$)48<daCDI?}Q@|+G@hv-zyX9Sh>?#K5;GdS`aJ0r&6FopPA__*W<(y{VDx2
z$esB|6rzX-3)LA)7s5Z{%{9bV>%gR3a>VI+{Q-2_4M2cz>=id+l}=8>GCGv;?pQfx
z*jyQ|lA$cz*8V6nSFmV@r^eL{{-d7LVj+l3W<;n={@z(Cl+5|3=P{2|E{i3st8uCx
z+K^a=T=Lr1YeVcVd0H0s3r+8qlOgJ7-2axMTK_FY$+YuxJTk+TL|a}Dh_+YN(1()2
z_!gAxg-hgWd8zUGl2R)(E6*y}AsMxaEPPJh4T&hiDoMrJo<y126FGLxE?*Zymvysa
z-|_Ni**m%LZm{_t!izK|!FRDEzs)Rl?G_uNsW_%>wWcwD=u{Uq$5Xtg`tPrz@!~rB
zqMt>FUca);wMg1#ZvOeIU~`o|!~HKKTD9uum&M3pMPdh%#m$SQiJdfH)}eZ;F|@q?
zc0}5+D_rXIUX}P}(w-7CcJlcea}DO)m0w0lXiw87^_VWXQQ68zQBe<g@I|2ibVqe3
z;-*c^`ax35E~?W}$(*U%Iz&$fYc3L=hoT+}czI4dyq1mL>DCdqh(|Cy%k~Nvv}9hH
z%h9vI_O)Kaxz`GOUj@}Isy{O7NRV>ecz{1J|LbGaizlde_V`ffJ9}8KA{J4el3(Bd
zO<>-+LA(6}dmv?5-hTG46BW7|dD||H&}wGLL544VudO-s>r+i#i}*#wSsdT;qzqiW
zH0gr5NY|&M*JqQomdD@73%PI^w4}EctSa+_6%KiVwJPKe{r}01f`p1jtxHQ$`3Ens
zI>U5yEwI0Fb8@5eEDm~`?zh_UvE##eE9;@H9u1C;zOI-Fj*7a^hX9Pn9nc;HR24{s
zwE>`HQF>o*eX}36-f!=jr4s-k`6bITa0;_?Dn2Bd$g)8Qr9y(#t;lpETL6Cq7X{>B
zuF0vH;~*Enb<=tbYjg+;n#gwJlm_-!=L3$=dwb-Hn`ksm2<mQM@(1SQZmTYTt$I|z
z4HoZ&k`(tKo#*k;c*pTJ#ee(ifx~V5a|$E?a^1m4War%3&h!xcv9tvFvf6Imzk9De
zmC}&H3;D<Y&#%*sTja1Y>X|Y(KX_Tac4jajIl6CtDJ*$+PwbW$nOS=K)Hv8VR;AgE
z$xHW^bQM3iN)sNc<NjFp#gTal{=~h-cwC9@fZIdx(%^g2Q@>r4hIJa3=z--8Y<`u7
zyVa!TrdfCG6y3FbW!0o_C3B5a>su=0Zc0^}-(RLDQ;Qnj^c|IwG@oYQIX@-jevhZm
zGfXnDnl}u*Z4erdpe?N~%wh~2I&JecW<8Wz3EtsRtGd!1?*6o$pj96cZuL&fz$VC}
zV%x`FWl5@jrpKJ;8!=BKckR(-&`STIv697fn<&ZrR2_VqF#K3X#|5|6dJS!#Dq%|N
zO!}Sih{4M>t>d&&%bKyZF!9*B1+UVn+tK|&ZFiThIIMwjHddSLQQ}UNk>-179yVvq
z9$eO@GMu%FAjh%=ZOUS-dqT5fvQDq1V;Iftxy8e3ZJVj3FgBZoE7RT_`2b6<fEzD$
zSyxAr5fh@|yCL=M1Ir`$of3j2&EI=RMM3w~Ht^VUJU)vjb&?+Y%Spc}uLUJC`wkvk
zZ^fI}ymS9y(0y`4wU{XksJ)NuT5xMvuxr*Vut_|sE>#oWuStyPncFffXyJJ2ew71A
zY2ctc-#_9w?+_j-*{9l6>p!)KBUMn~0b_WiyJTWUXLz(CBg1)Kb5^5!iDtey^MlUe
z)NiC`faYeEhG#5>VQ%LgW!X{b^%ytTc|02CV*^)H+{7H->*G#F=jmkKv-BF(sz$<!
zl!i0jn4(5F1}T>%?I(dd`_M7&SRsZMsKkYHj*=AI_VSnuWmc@Swif(`!Sd%k8J)7@
zrzKd*NROc`$`KXK?gLYmbs1l6|6{Q7MN+IAuAgS=uWEC5?@!iBezd5H*aqYDi~i9N
zK^H7DFjvl;er<-SBv!WMYq|NnPrPU|zM#5j-TqS%Y_n%z-RF8ytYR5T%OGf_P<0Bi
zjasY>PFk2WcyJOu^xXqPu0JyN7_$>EF&Z&i(#I_uo~e_Dp)H%ilVKPc<*em>rXS1p
zaPD7CHtw`sC=9Ru<ppSRSSr_BObSw*<3HX)?`_|KbLD*9q1kJd_)<B%s{&#qm>2{C
zyq~hBW{A=q%!AQ_7P(mW9rnGs!V4ZF?5vdAA6Hi@)=KwY7d<=XwAYAXDUZl)l0?HY
zo;y~Qg<@Lble}oMYc`y3Z;_tv6z$)iu2+BCcVRs}t)p3_w_ElQ`M^Q{M^<?8R<R*I
zx@S@|MdpyOedrmpOtp_tfD^&fF88P$>#xSHUg>ixG1d~Dj@c=vqX@)GFAv{lU;7Q{
zL=^|4<6UaX%;p=Ojwi)2wp#jG{N8SN)&PglD4TWd=NMB<QtN*@S*@`mSRI~g;|Qa#
z!b}ILu$XZxc78_YHTl+`L>8KILT>yWO$((XbHFL&l=B^ft<AyNs-B0JOWV%lr*{>s
zZmlC%lNFER9_|kn>hTJrM68yD%Q4L!iN{)|4dV+V@K+s=VG?2w!e<p)#ku3RVG^g#
z_wi+H7{@+WjrWB$duM?Tuj8IRIdm?rh>hLfx<0y=(x*jv=#F%{DJaI@7)ztLc{m|W
zYTo7L^NLx{nzC9l=^nUqcK$iU9*=(5CU-4vj0teqJ+74vDK`7~T!>}fT{^-YTIEVV
z{D?c+`&er^Psqb7uK7UO=7|3Oq%QTgXx&Psr7sVErmi6Nv>478*1l`a41F%__5(*c
z@h%K5&27C`{kz*V`>E`%3f1%ZI|aAKh$_k3^y=#gq&_FB7j>+b`K1YGJte=B%C=@#
zkd@@=vRGtp4G}5heq&H`@cZq`>TNVCYi*`Jy7Svf_1ZUf1{I8UJKnhkQjg>C-;Or!
z_;~rsu?~vsHZMqA#&2Gj=h&(v(vz2LS<NlxWM*Rv@LPTgiAYyAEPd2L$!>1yoo#L$
zdRvdiro0tizG}c~h^-5j?64<~BlKm4Q=w*@;OwRb4;{=?8k{R#ZQ?xhP;u4(rD)0N
ztae2YeNoHS<x4s|GBL^-Gp)^ubL4M9{nK_Wuvc<5TFDg_*Jtwg9Se>-_SIVRVQ3yD
zO1o9rk^7M`PId=N-4B@rl232X4_2T<8NbQDc4A-&x<XT0E>*XN3nsf~y_gC0qr7lv
zP?M3Gh#^BP<PpSquqNs;H~@iXV7~D%itdR2<K$>^zgK$f(LZUlMr-qTl-Z1$j_^lK
zuZcB#cZ>1*r-vOr?V{Vel<sSe$dr_RosrE43hkJm&3Ei|>ivac_b)WZhiW@u65-iS
z>oE;)7trU~QPnAyzN;b5KWMGBtHrhyP|JNDqWj}|tHkeRiyf-S_c3<hsqvm_kEw!^
z{hP14m!(Kf@k-D=H~Wtxas>z7CDY$-gF0f#EpTVJsE-E|XKN;<t&=|Vr;FA;<*U#7
zd4GEyyGwGUpT05)cy8Q@Gor3uETF8aLA9toQOM(EeQ3iLI>%(`U3<Eo%=@;zsw5vd
zYlt*i+AYLMfVyXJCWx@KDS?0U<jrQoufbi_7T2h7QFo*owQ(X!0rbYmaTf6a+szYu
z-RDr7HNR$hRHC!8E1a`E%Y!8X2NyTx6cKbQM73(-XFh3%$3^-)Bxhw7tABDWkt?^4
zO-pk68f~dNQ61sU`#V0E1u4MRFydaAQYwt^OG=W6LP=AwlQT<S=kw$xQOscLpGl(+
z2F1)x6dm)_k;7U#1ERVDah~3axS2foLHTcdLWpbJJVND9-q{|S%H{ZJUHeoa7fgO%
z$tFv2g8i}$Z(vYdm);U+lEN>e!rsa0O8HnCTOFEPZ$wmJ6v8)0A8kOrhH&~d>rByt
zqCy!wMLyA)x>F>pI$Yjwl4K_|yg^#(BH*kTdnveNxYcFf5t@B>gU%LG1E(1BO}43b
zQS9v;QBUhSvYZET=tB|nH}&5~r4y{QZ1OXO^rmW5TkoyEaBq@+`^30I&-HzC&D=hk
zWiHc|9KU+vRTXno@I(bdmF3%tR3E7&na(tH?5T>g2#Hai$yZPO96O>X=kqn;`(A@K
zT_rNM5*pEB&Z{a7_BlVzN6)sAb{a14zV09C>&Zd6FvRt6%7&;5@75Uv%WgzmM$fpF
z;q|Xu_KKV>Bk5<BkhU~OqNtK3Vw)>`ayMn{Xk2xC%i@Jigpg^g$><bS6tk76)G1zH
zTcqrBUuA-^x8|g)NhMB#Q9kDI<$3?yuO2(Wa$8BNA!$Y#<qh-bT*S5h2^xYd5nj``
z1x7v@c?@ONc0BnE;-4k82O54NGDg@?nr#q$+<KH4MPzBG6DPlzQL()Yv{}*|Y|6)F
zNZ2Aq<!7=*>?!H*#4#sT(CmGr*VwqtUw@hZbNH-)QH_eY_My?9XokO69en48BkDZU
z@jN9n{6@5bLq2f2v>In26Z^BYwx}yTx=Bfb+D(!563=pGzj^alE<&_-JSMnh50$~O
zRq;L<v$5(HX{ZUCSshF44r{d;Yr_82f<GWZKh*Vke8JOL0q+MKe7YP)q%WfcF|~In
zu4JmPPqqif%A=uJv$6X#xcrvzV4_^1ECf>HRIIFCJNwMA_^wt_;Yy-ZTpY2~82*hJ
zbaIQAB)+>cd6nL%EW=e{;oWI!3RHw?pPctGG1=$h;LrSo979~cck`j-UI>N;309Q&
z3l#BSd=e^Uh>f@lDr5bAqeIE<hd06&DO)L`dtIx7yqJ2*!g#{N-QhBe+Nl5&B6vBX
z(a<oi+f{s7w`~)mCXm#~Fj4+4Q0loZvRqm{35J`=s}9=voEfq(zSbkAboqi|R3b4Q
zi|3eChinc+L+=k#wAw?F8n=lAj4F<y(Nfc9a!?HR7qtDXB}koFa&HA+J$+{PJbb(|
zE09#*4I<3{KAHPro;&&tF=oD&0K%@_>#Y14G9s;9ynThpl=foQmv`r4hGE9Ka7&Wh
z1;}MI8Xv;nSn=Wa4)fSkQ4L-aV7mF?B8=zCT;PiR)DrqCm{~w%iPSo*nU;>22!Ew>
ziYsXziy9>+;;2C3sx;f$7;NO^DMBb_@H|jnd{{u-QTJQLWg)Yy0#^Styue64AO1O%
z9=z&|S-x=<m*ie?$I0kozJqd!B3WS53sNeM7e!(|kB1aLsDdbqXfhm|BUX&=M0MC#
ze5+%`X0Nbi=gpYWkH*tZhhJV7lzGnuO{;IZ6Q7Z184Cx$mn-4luy`|yvwgcNcBP00
z)0rmIu!M|a5b3^2>Zr0*ePv^#aYlq5?D$6!)q+Bnq%xAI;lp)VOgzO!7%A&#BqBBb
zF3GoanNgTjhqF0|vn<JUWi&-*H?@SsZ2TIyj59RewU<uJcP?J&rSh^_rCU*P7)jjW
z4nK5b32U$QSN2Wfu(iH+UN{VdV6I!te&2DVbsV=IJ?z+KvJ5=}C*+myuH34FzO>HP
zIwkq+W7F1HeGhg~TktB>cx@J*J}EnQ%<AczNI4V%qg~H0k!rNJWN2STZjJGc8t6_!
z(W~G>GEj|Ru*a*$bi4M*l;bziB&WSr5tN{tg!x?zD!MXXx({8caLi94t40N&6kL7X
z%X}|*t94(M@5Da+$L9d{dy-l`oc7UK%J!kLtAFPdEn#I9YlozE13woXqE!o9;76td
zbEhq#%^dzE&aT%_GWvV8OUy&2rA-l?zFtbE&@Mjc4>AsSc`|u}Q`x(n98gkJ<ks;_
zs?2UddqGUg<HB{#*UPWEVQh#t4r-X3HhU16A4me+9N%@4S+r7e1`7Axs1GO@SK(n~
z`N&(aJ!Eg3j7lBuDt-)DogV5W&nYjnmfynVu2bWzLZzKe;JCDXdq>GhMZ9#@EJM^}
zTxDNqNrFgzsm3|`2Mg{G+OYB+Dw2<6N32I)*0sV*^to5d)vg-k<e1O*4h6F}S==2u
z5!&|IKR(@=my~6kP9`4>EyA^mJPWaL!nU5{p}nUc9(AnCEVpGwnX=~O0=1N%6p-rs
z&nCmpcZ`OeVq}-ikq?-sZ07A;#&7!!cVt;2%TIb}mEWM@IVW=lSa4;1loicV3#z^u
zpu;}EYajN+?{;A$CjTUX0J|M9scx;=VyQ8jtw71%=rx?!=#rhG{OiJVJL(;(BLDJ?
z!8a5G0uDsaHrr(ygRq`Jxtn(p_9;sP;s)uf$+?{o>8L~%w5Uw#ziM=vt==LCsH0j`
zvYD{oT!<#Zra#;7opCl66HpEz%<{FlFyOTmK4Gnm!!*s3Eb&oR7*|N$&iJfCfON_D
zEkgT^g`cOv+AQ|AibLj4RotFmMn)O(A1R#;$XqyLpN9y0nQkL14WU^rZNTO5ci_UH
z^{aNa!}*NXD2F#t5(|vMU)vr9Oj-(Ck2<y<2+HmoKda))s*g-CD9kz;RiIvL(`*bK
zPMrvS<F451gT`)3L87kLwb(La6{6&ImTGqS8EIHXG%Nkn+`<A874stAK8vI~?_iF7
z$6bD}4(a%B&wGa|icfkb()(Lv@0sI^VWm_$%NY)1)Jz*#*zsd5&7cS{BMIRf>zAeu
zEob4$mA4IWVhY>-)`4g@#JBE=T+a|1+k&{~zEKuH6DS2P&i}|;=yTpJojVv$vX(Pa
zrnoEh7hoZ5$e$bJ!Z}3Fvb@4N4dZN4{WNmvy4%{SSz%l>`qJ4CdhgJ6-{`37<b}Rt
zES$U)ogt@;qQoT~bs7o(h@<hyg2JbrPt;O5Kb)?JnoOl-vRN1}rF`bk%>(-m*v$$t
zn#(+0!#)f9<$jIElHF&B&q`QY4q?N4BIOl(Dt{-jF+7$-POu<dw%V?0`DLhujC_ws
z%W(#CipI!=Md4>N8Oqr*?B@K~zF=8)@aiaH;&(cV$mI7o7*U)pvciwaB`=UoF59`o
z`1t*tb!Wq+eb5s(gv?#vqes+7T#6qk5A^O-M$0+hpAI2%^eyU6h{qM*=hmlBIQ}*?
zpX+h&MMYUItdKtu;>pgC+Et4`u=Fu34Non1=$_p&h2IF$V04K5ouX(>@TKomu|d-m
z9t~x-I6lZo#?_CJ>-gpGIWbwhKaU-A>+ad)_o1O&N98{MOut1V=pyD*^Tf~_88FP0
zZ0WuKIozTZyGYM(0u?EM5mTiB1Ntq+-?O2a->!J8+4L+bd!myY)PJL#^k%wey~<)l
zM&Z9<4;#fxP5ZGr+NoOFH?FLn#rT1_Tk6r0+L!Z(x@)8O*l86RI}OH0iYf-71HV^N
z`BlwNx8qhPddZ*Rsd_i-(X(kSp&!Y86rBvle~XW6-c`n9(>Ev#MjJ)Z3vupM{1Y#R
zKoH|q^MyA;k16w1JS#7Cx&BhinGBl(3dG2(kGeFQlHjD9dTdV;;g|E$J`Wh!+B#3k
zPBPCsn8=-B@U`Mav)e9s>OP`X9dSFwrwRWUH#jFSWxrC@=|A#!0f%XlSCkf9cnc30
z_9o%+2`Ffg`c2Y(*~M484f~LKW;~Ss4&_tC)`_tanQFlAhW+7GVgk|Dh%(sx#Mn!W
z4BQjuPm)agoIko#YkKacd#ATm$lU)|dtVV9N7H2~u-IZ|mMn{znJlo-7Be$5l)$ni
zi<z03nPoASn3<Uwr}X{Z|2aL~n_0|e&cv!JDl0NFBJ<_DH(uPACNi8>Ty!G}cWYiF
zR^AzndSsO0IW>N+64Xe}*wt;-;AN42x8W!|X8tlNDzg(?`loVvsK3#9R1-@^Z$k~O
zKQB6gD>mF24<a00s_A)4ulr)d%78Qfa%DStf!!}aFsW-nK*)V0$aT4(d?nRQn0uZg
zYq8yrZ9lgRuyfV1Bgf7a5rArLB)}Sv5d{CbQ7zkC`8tA+c;9CzJGPVDtT}=7d4NkH
za&dC1Oo_H`lVY@t!upzZRBKyodSGy&ICu5l^xTdpT}NW6;8C{R$y(4}qITXTi`>Ek
zf|}E6;}92q#fZe=i6F;gGFyE&p?}2Pqj5X8-h+^r6`ax=^14vPzd>*lok)Biyu=<(
zET8K7ri_lQ{qsS4YeQ0DR~705RX)>wJZ@PU@pzm%W}dZ2U~+L*JAK*%clD=+nok<+
zY#9N$G*)U%=!Ghg-HrRr&M}F(l?@$W!s2#nUo>LVvwvyWY$6O}&wFt1#oHS7$grww
zmWl|vu_+gD9J?-oI<N118;_oa&zBNVEWvh`;GN^TEO2%QMlUM)DZ15M;Ln{g9pSX!
zZZ~~%mH@GHr?%ukIEv~Z;<`6TAV`%Lq+v#!(PuzPLb73DDq7d4PiAb+O#Zgwr5=m2
zMaH7T&^aZGbqa4Z6kDUE7<}wU_lzMDY#FcI-DXIwi)aNzQzYf##$`-QukDv!i!ku&
z5uv<5-{K+d2C0c@#bR9PCId_4ZH%{??&wi5bFO199TwR!YW3GxPkuyFzRAJ81~lmm
z*2t6c(5QomWe`C-**rM<pGss-5NQ9BLj#3RQImW$36`I_Uvofzj||gE7GYXz2B6wI
zfAqg8aDUGp&OVVgI!d9vz}p@9K`khuS|$ftJPDTgXrebV%25~IQFkzRD}*R7EGLa@
zrLFae$9SNPH_?Fe9PER228@2ZWP^!GXS3AMsBoGe;`b62SA7<0t&!i0TVr6F=bHQl
zV?TXt=BW_PQ00XbfdzLNJ-0I2jxZ=gLVP9Pl6nY7O@~>C+^JzEkKEdJVSDZQlZq$r
z#u#tuzF|Qt`b(~+@B-H5RKb8avu6SDwdgAqD|_q<dHe=`@4`^+AHuSKsHqx#O;kw>
zwoie5R|n+LpGs1V3$r1n@$naHS~0|@GY5mvgOM$XOcrTY6D0O3l)fIZeOlxH&5azC
zWBtW=`-PrK38?zMBC4KFwB1vi?A=HNW~@s!gzHXV|G;vCMCgq8WHP{DII_i-^u~w&
z+-&l&XEk5T#*D@95~4Cb;IuEj=Wbm471%Z0r+8YVOI@&&d@>V}Z+a*vyNlv>pF8T=
z8;r&2d@@MMOp{2CM7_5zD7xEb+<Rx4aPr51g8`U#5KL%2p@v2j*_UN*`pT|GvlJ&W
z7i9e9D}Vn1jV!LAUAs&f=!*8llu{Zkr=8kw0@gTx(@a9M#Wzzh)LwO!eDeRH&|=Pj
z&u3EW5CfhDV%SFV&uis#UrV2P>~@ReMhjzy7**{ml0(rN1AgavG*kjNKwQUAU>R8i
zSKTLZ{^1iiVKa^6!UY;{+TV4qGS!y9nC^;qw_Gt6Xf(L7W9`|mB`kd59WuS4kDGp=
z1@h1=$4e}6%s0Wcu_gpal1-NSrYP0So77zELESL3*!Sm(-GM7#$<`c;Y<^>23R0=H
zt6CgW1FeqO^T#BE5Z}-Jl}zzr8_a58UQD$GN4GKlLX)N+9y-42elA{Zz|76;C_*s_
zD|cc|?ftL#)Z!D?Kl{qMhHDejHI8=%15%gE=5bGg!$&tx8N`L8g8ZRV(ElTqF{a9{
zvHqR(+6~1~N6PfJOs`{jkV4lyVPBp_>RC<l1>rD{x^LQXU7`k=qhRI(_GgdkB#$2z
zdyLxdDlUP25x4rrxHl)M5|z;w_sy1fECvdhzx(wxDe{Xiy5pbZrAlN)jYH}CL3{pg
zNXFfr6{+M!xgCF_DP1?Pv4O=Cx*l)B`#;8qGRm+@FwDF8SP+6;>Nb+^7uR_e>ca>4
zt}%BF&8xSj?{)~ux<M?q-=Pmf$*VhCquaK_byecCwPq^*2cBhlvq0~23Ja1t{_z{a
z@8Kx}RY7i(f-+Ag;U$%$4Xsre)XciD1%QUcsK(e|#TJ))-2G_!yf){Ui$Y~7`4Gu>
zDZJ!NHk(-kL8$+Y7C>UyqF)~hw00Jw|4wOmYb8>yIY_4f_TQNZ>k}C2bUzA;{2IHw
z#N}$x2Ewf;3XsLwDq;0e3ga-KlhDO<!^h!0R19n3Ie8BKa>kwl;#L*h&0t?<)&8D}
zpU_*bO#WBckI{83!FVM1Q$ZcF1r?6(-HHGjnaM{jV15uL`16dfhWt*`H@4>xu9+L7
z#_Z421Mt~~66i&W*@wj9O`ueMj0}9Ms<;N~O?qU)YrY(D+1@8Vek^F~dVE3yWTK{P
z{C2refUu-3DuOaC{xc<z`=?zrNV=SojSM4Q@_I=@AC^VIy*I3OlQyK24dpge11bKi
z-AdRZZxTtSOtCR$VCw+dPOiwT<rm?0xtt%9E`*H<TUmBF5bQ;4eqyWG5w&$mH7$3u
z#GDW=zeA*XO9T{0J@rWy+wnUsi?#8Gzbxf4d1=u>+bTTbCA(#2Z1MLk@I$~6E#NRE
zVjIp$pyt!;DsX?%O;F@yf^83a<}v%;`t(_E&Cnke8Kqb?dnyo(T}0+kxc2!9Y)@W#
zG7RT<X<%6>kGbkp+IF}H;peaPkgM2*S!jbyouLy{jUpDs8*viFNnx{}UvFF`QGck*
zn#Y$SJq7+oKPZPlzBdGEN`fR&Km6_r7HVqC6SJpuO|PJ@6W=HlE+YuzBhMd=-T#Hw
z;Ikl8GV(mY5aoo#Cq%Dtp6`~e)LNj#@nwy)_^LH{spYvR@9z0Kf!{mK2u(0xzMrMn
z{u^4i^X+}=Vd6~#!WDHt$>HH6X%s`9V9MQyYJSm)<y*2m&6?%-o-bbFCw#EZX2>wD
zcSktf#>?LJ02EcjADzK9m~5=}X?5eWhqzNNpRun*$}61Ba{jWgtnQP73O8ChMCLi>
z#liJq6r&%W@j7j*wdHeWEG9YOyy^usez3#4*g=g_vCcuWevY7C(Kopkrftbp`RsaU
zU5~V4*$%X`ftVYT67O!|jV^W%Cr-Ej%hXEyiZ!y`t79pNzd&&saTRVbF3YRA<{tf6
zJaIo>-7ARkN8;aD_tFXpcrZCTRd(KtPn(!Q30gLt=YRuwr>e;z86OzQWjy^mt#Q(6
z$3Z<_8jN-=g@$jS^jA#8B~U8CeKGEAvYTvoF*ygNODQVG$|14$VJi;{_Aen0Z(P)0
zi+@;7da$qR{+e4(WM)-isqTEv{qNv!=}U2cEA`BhxzbdEIU-KmHO*4K2s#@~xv=O)
z0sjui4?Ubis;FkM6q%B3tS|5(px7~&xy<$&w9{Z3x;9&QIZFX^DH<b~3aT~hz8kUQ
z@+OlbykAQB(%pxI0niG!$Re4>WQ}uj7or{zgu*i&@u5;62CfEv3HDl}z}z%bF?-U9
z((W%yLb$n$?e?V=r+Mjwn`PBJn^dc~&Ib5+LW05Ee+RPUY-aW3!MgE62T=DYJk1y4
zXlDZ<mpPtzAU8w{*=Vuw!<ej~1}I%1_5Ey;Gf-BIe*KO9{To;IoL0^K&y8NG#R{zu
z_RY_o<@Gai21{|@t|C}YiYCljGdu$WH^&u@Tx?0-o6yrRF|2`w40LH51=NE?egSKn
zeHqrxakF4ZwBoil-7{A1S+8+~cwOqIg<GLsppeL!bo2JK5<gKmo&@<d#re@l=XcVt
z8f~4@@(Mn@o&qjtY~K({^h92fs|$a~PjrQ5z+Sc2X$*kqIGeiMFZ3{S<G_$XUW);9
zM)LF3_9A}~xEl-I*Pmx{+s!v#U(>RVD#UXg&^OX{Q3o%W5DU_@MqRQ>l1{W$L?i=R
zL_qwdFdn++Fyg0MXd8rng$|h5{tb<kWg8v0;<RvZUEb%<C<Is`S3tUu2;S^&xy5JA
zK>;({+i!u{!e5B@6*VB)ekf=yO+DlOJn*VhL&j3xbjpd_Gvqn5KsH_EE%Tt6{@Hj`
zVaBdg!E=L1`9oFqtU)Ob+D-*4_SHjRF7#;rRW17iwuZ>SCx1*us}V@C*M7D*u%C6g
zB|01^OPMbmx_L%Ju~H6&Os;J5GpgYb*QCJzuEB0=zZY%ch+m3_j5vItMIX~~T}fy;
z^Fk6$ixpS+a`ewyS74$^%;7{9XFtn+c2+1+m6@9zhdnO78apFGYY<~#>$a4cOJ@3J
zhg(>2G9Rle!jj)64$KiVFN25I$nUyMKAz^V9o4<6>0D~>=T=>aCC)*i`Cl6Tp5R5W
zcveFBpIS2t+_~Kwl?I5Q|DM;yHawW0gfeCfO+(-HKFy2EvM*mE;>!GmgwFE5#l}hR
zTDU>vyMK_tK-Tp?OBNA9u_I`NFa$`h9GmCyCI8kgr)IO@P(I_+B<1mkd5SSb&aZ^=
z^~;8AHMoO2+c;*b`%H)`c2@96v6NWtB>VgnW?{y6J<M6NnV(!%{xh4HFNH>#UF$_G
z6X9NpE9Gw>6sx_(EsmFG!$qAu(+X$w#4Nts(Pa1oH16bc3x^V71i8K#UNUHe`?5ip
zg--d*kshAt-`J_8zbim;(!J~VX8v>a7TxN<u;JXC8z}PY($JyD^#h~)Yc1KdS`8K!
zwrOecpAZfdL6rYM3n1f^?)#5V{ttG5`v%$;@vlSvfAvRX4hT>EmoeF&9rp!!Hggjb
zLfYDdx3{;dytE%dF-;;M;h@W_E6_%WZ3|QJI*|`LLRD5&6tcd)9_^p~GV{$(PaYPQ
zmTAENrvHouFgG)6T2e<XkJ<n|QGGMBv)ZS0AE(`dp?JU7UH$-6TFfllA9LcwaOLw}
z{~feE@~;Ux`1JAXKYa|A6Z*eV9c<}qXvz0>Pi6m5Q(!^rUM9HBxyWEyGEXp|UjrZ>
z8=PR;n%C4=zX_RfG@bES=ea0kdNH-?Jh+yr@ELH~dJdyFtc}>ek>;-QqIgqo+y)!W
z1a5R+(-he@L>m)MdiTdFI%Bf9wVN-&R5<xOaFoX1FuuCZt~P;!A3l6X5iNV98bE0-
zNF|s4Ws>=8{;lusK;PdM7(}r~)BtU{hVoGNuY$hZmHRPQ3SHulLo(`;ezz<{Rc~N_
zT%TC!m+iX;r1#vMTw5XVWh~fQYOTGLU7cQgf&qNV?cu_{<eqpfRbqD>$XLDXCqd`S
z>+6^Y?}-j8N2jv*d@*@3#5}};SgNJzVy6Gm8;h+srS4+%LN4bm9Gd%5+_wSm@b?P6
z`I9~Hkw|qgW*;q}<D{Tg@-RIXY&fY+6!DVHSVvi7mE)L&i%$6UtuCGE`XA-AlA^9Q
zL&|<bDOrs=!riY%;#x?8Uh8jb6)NwxfE6NCx`$58UR=P2*Nd9g*gDPR;XhBMAO^5s
zuqgGlHM&P+uFVYkeli=MFXVA?KM|8V!p8LSmp+ciG1CgJyb@qUCL#_w_75^=*0HtT
zPEYCL^Y_@rVq4@WX2z6mZ|8%jAm%q@bv3+Bm9^l3_p?R13}$#yTf(>ONxJdHkvqX~
z>at2C?RBR9$`wxmyXw8@o8@Snr-O@g!I+15sPOg0g$}k1O74mm%u!a9J2$jY;?F(0
zg*|rnY%HVU=0DCU-AiZ@wcnZg8CN6n`;wV{x6@4HurCm66GM^{%TZKb!n=19{|(l0
z#4%oG``kDXJ9#twXeuSPP6RYb{q2m59}Kv?FfQG{Q}Tq!u&8?_OS+Ci-K~YBPne8p
zPdZ@oacY0X^*U#p^IqZ;`!V=bF8Iqww`&orzC5zO)4pKRp6ytx<5e^_x&5%K`SgnD
zp87-{W<1|$nT_aOw=y?BhK87m^>nTK;r?;}g(IWye39W{+<LucH~K*j=dE4ay6ucr
z5}~-2tAk%wVj3{F12WMMTEw@V-W1bHcMSw|t;ZvC&SLk3@)CwI5q}>)p9zMau5-Nc
zn&JiSjmRyx1AlwBuHuz2mxq}e`OI_i2&(WXta%_TzcXc2y}cbgA(_mCITM(TW-i}3
zPrqBY#snjCZmciN#|T>S8NBMCowG5$-G|~5@10xh7lU?jY7NwR!sJdL;&`oF)kHKz
z7lP6ye<8W#l#jkOHcSU3bie4fK85<Iv4z$GCHRq$jK-;X%9wo&_hXG+))TYr6JF0K
zkTMBXGbx#C<k^l>fI0O_K^q%g1?FLG?U#*b$$VCb`>xinuJ!R8R=_5^X}R)nbJ7mv
z54Uv-Z<Fb~?=BP*gNRu<DQj=cxKw)tg3wdy=~OxHg$!!C+VDi9i1PUI(TKe>vWO>=
z5^m_nfX&`UBBfP&L7&Unr*HbtZEi7Tie>MrP?+L0pBdHvKJ0n|(-pWPh$Q%FVq+M`
zc6xjE*5&llJs6rZiMRD6FdE`z7Q8UJB>Gp(t>zgEFG}G@ZTl2nhv{MjteUlg5Rg%t
z+_3i;@2m54!GYy=tJL+beO57qu|wQS-PJyHS*mANShnpCGxIg(c(HE~u?=ww_IXkH
z;O?@iM?8z657z<?XwX@NokZ9B$+B~ti}n)`4gx@<7+tVwUC!9+Uf&UAU}Bd(jovCg
z)k`3vsjq1*qc!emrmE0j3EJ0)_$okLc<(?gx1DfQ5v7F|MxpB~VJu`<|F|{`Y;c5r
zS0faKKwChJJ}u2ljeksMZ&q2@esLPoIJ1iFesQs-z6rzLwu#G_()Hd-Uj<3gY=<$q
z;Tl^_%NXhYwP9S|z(k*gqfd^<2~)(uZJd|6$-I|fgP=es^M%sjbB|k0iNWBCuHR$%
zA=gwvbkaIszRFXLfPWD<B}UWNKal5`dbQY5ss~Sv#deJR5)#Z=<_?K9@{%*e{W;0q
zb6bW<jk5jGJfW25+&l_8Tx~2Fi<CW5j}JJQ?;5`@Yy0@(=lauQ>2Kd-D7H+k25dJO
zMh8YglS#GRI6cUP@5%m!paQS!%7<WkL6R2d>d>GcxGXdCj_GhRB7*g>Q@u0GM^L^y
zG}gph$P?LzOsyZPBR^CPf7fo*d-H5gk=m`8^zFp~pV^0IbD`Rs?jE>ZEUr$kQ^Z9}
z!V|bD*;w0tnKQMi?XDJv9z3brq+RN4CT+B&gn(L#>~M0eg|$+U*7<F^|Geax!)m|D
zthj?=J_#!a>K~?(U4#&AAng)zqNM(FaEM+PCl;NH9fplbtv3Wh22RAB@^_&Vf~^~<
z9dEZy^MIbZbiN$*i(b2z8H*P(YIN2-`-Ex>Ufgr@<d*^N&-dUjfwddR=yq1CvciTe
zN8pOR;Wwh?b1W1*{@{4z=q3_PQ%{d(VSwE@Z^VgTlZ==(x5%gu?*2R!fx&=TwTOBz
z12h!=pu?WJqE;vrbX@=KBq;m}b!JIt?gT^lBVR6+7eiv&0gKdA@1)aYDiITU(<>7C
zqSxT39*CR>lW6BZ_sHJs9yX20*sM*L9fI0seC~mmR<DjTi|*^!e6vONdbMg*vzE95
zKCI7cDUOO!MTD55y^ZcK-kFdk0wh2Tq0v`JI}DS{y+b%UH5|W8ygJfp^`~!)4V}^R
z)szJ(unBLk#Cc)JLg6XC&$+PnYE=tM2b#0QQK~3iJHKObr$obBbU(*RLTPD@OB@L^
zj|L+Nfd*hB8%h@G3rVGd-w_{+L!GP+S2`)b5Wg9VV-D##|MYLTx}`)I6y~YO_TN-R
zf<ijNjC-T-o4@Yi?PiEgD&fcg+<EE|491yA2UA=TEya^~`%IizS1!p*x;i8z0RG=T
z=5&?vpO{erYIKCU<W2Wubac5`ReU^P^@S<m$n?f?!GFfM!_D1`a0LJ?kRHA~B!NXt
z?BMs`smHU#SFOQvC4X;JsTI8uxjSGOT^5)UI1=Id&!NANVOMQEazTR~Md4blM*qDL
zwz#+<KYH8Lt5;ZCYOj96p~9iJ0&;&=8(enAF}yK*;ZX?kbiAq(AJaelA~<6q7$}Gq
zR4ro&&^&!EuhWMa=!0^0YVNN?p*I7(DuSqOgpb|opuDr7UD+S<??OUgAn9s4jk*I1
z)AID03AgYCeOk$CBj%3#7KDc2qLM(WLbQmlP(c7LaQfGpWvc~PlCI7n(<dQ_&Q+=A
z)z!<{BL4BW)=*l>+lq6K1wj&KeO4$FsGy)<M}|mY<#BnGqF6SRyR%|3)cDEXJifs}
zSXEAdncw)cv~jA%hnN#PKja97d?OJ@jNOCH2acOp0o7^0c=u3zfA3V24_)E^_1(Lt
zfOzPQuE|fyQ_b936I7oF6l3+ioI)^V25%8ZMSsKyb(CGOa!-2dt8zm5kveRD5TrG6
z1`ZCm$jG0?jSY1x*|cM+-QTtE+5;=8PD9#Y0Nq0CY<J~*kJj_duNT*TN46#1Cfz22
zLQ|_eG2_-7Li}>gb`5#q9R!%Teox4r+zJp-OJC*&O1YT;)Knuv@FiykatnQnI1X^n
zT3-b_b-1L5?dufR3i##9RR%RXlFE?jzxei;^q{U@8ZKLLcpRiclK?(J7ty@8wDp|=
z88mG!TV+O-o#P<@J%`Q}jK#PtfR^LRTMMh>#ET!}I>Us%tAV2Y?cuu-fUpSm8lzVi
zB)&Y#%9+7{o4st^<Hz!flK#p@-O${&+x1zMr3=rnPz%jt!<I)%7E+#n-23@>ke&ue
z!_6I(se*=%?$gFXwIOKMuRsDA=mZ2_XV=6C^^sVoS==X2E&d@P*FFsbTdtEX7Wr+v
zr8@w?gMQDQb1bmTIIh@pQf9jQ^DK7NL!;EfnY{jdhxf^|Tj{a1cMw;V_o3ck+3k*(
zRe{km#LHT0|H+IAD@;cF!R~g}%F>QUV~>CSFeaOp+-bQf->g|Hw?auN<3p21aiGl-
zmK+IW(wo@l;R1?=#=3yIC4X^Vzun67t&M#uC5c71vrWo<6Qk6fsG@~0a_7Sv`DqXk
zXOa3~6FrsK7MhDtr#96KT?3W&ccO^5r%CNEbjc6yFgREH1Rt^$9fUH$2M!%JD|h9o
z_|J2k*2G(6w;WbKC${&9Hnt@r8C<Kqbf=#L`>N}ivFFS+z1<hIKUaPwA!kJ<%Y}sv
zHgGzJsF@PT8pZLe&ad#GdDbFJEhlh})G1ol)WK+Y2cTIdcR#H@FWg@W%)NIO_(}6F
zV}o?ZbC>3v4zt5qLVxK1+IiGM8m@M9kcsKNlq06{7#F4CxwN1fzE21H03#_iwam{v
zX-bBmid2T#ze494^Ws`IIO?f=&SeaF)c{sz>LQnvmS}!v`FNV^H}7$<ts~7z8PY+B
zIQUosBzz6h`UAb93~d^@T~2U7Umg{qe2;W{QH|GSw^G^{j{Hj6%QREI>C~DN-U2~d
zNbTv)%Ua-ZJ!u0lLHP2fUIs}7#`>qBxCC!l^F1m$Ug)<0Tx2{1jWj<v`wb#2@L?QS
z26<1+(lD(mEnMErF}5=oBl^HC%851Dx$shKv4uuOC8U+m7H#Z>+Qa>^V`*T6$!*j;
zBc`G1pV&B3A*^>Q+iyQZ2DkXY7R-p%NMjJ(B3WgcL?r=|HVt#l4%MTM6cLgp86)#%
zAhCVaTN2C-3!-0&L0+}TWAUMq{0MbUG_x3YjoQ5qnBruGXYmaAcJSW!m^lKwF*C0O
zVFMFx#Y<*0KVMMTv%s*SZ9HU9y>FP6@(3%<&*5ft2gzCeD-P?z9kz)HiS;9UY-Uuf
znkhVDBc=Alw#b$B>-`5SUQ0(hE&}+V^>1W7c*3LK=pVwU&Ju&vTj_p5&ieL9beD!o
zF<3QBl$UpuMUWir2Q9t?{wh+0^aab2Fdtg_(d9eXs*%Co9Ou1sT=$1l8KKJiSm=>0
zd3F&6)7r|%ojW{-4d9~DZ8B`&=y$r}X4&q|c=Fyu-MiUH`zKEXf1@iV{hPy|XsK<U
zr%%&!*E35^%96dPhCs5z@E$I(zPR4HKYy$m{T%LspkRh4+sl?)um=uZJ~aTCdtd+l
zZMlWf(7IYw0R)K+fTGV6#=?;kt4{{EyAJzb8lGC0r14$Mw6xT8t^e&X&xa3y5((r0
zKQ#0~YUfM!r|hMY7_>UNB3*)}=zEnt?`MSzrR|}lV?etW@ynGITrQQczbJV9MdC0D
znadI~qa~cl%f_tRFwfiXwToUTHw4K*F()r!!$zD00pj1geTq1NYa`0%=FD#_U~v(2
zEH{Q%CAYl`F*vijK{g*A!oC{w?N;oBueqg~V0KDgHT27Kq|s#}YTk=6xagAOw*Nkg
z!4`}H6Ky~=ttM<+iiIsdBxJ^*k$2fIXXK!b%4=$?BNI1@*jv`sbg|6L*AWYy@11JH
zPkrr!sd!r+DI3x-_V0~xMG1Hkgu*MY;6<W2!Q9UaFE*%jKCj#mZ`_E6#6BWK0Q6Jz
z<UFxfIdm9V&0&9{<z%~7!9e>`ntR9VgP3SXbzGm6FkO760D1CK04yrBLPvIZ$FAf`
z2}VxD_<-B9-d{j^Kz`7(I>~Josaazmx<jg;BCU0AnT}MNt|3n;Cu@%(>!qmkflX&(
zZ;v02XiDZ;!))TL*vnM#l3+-YaCkj2W)BLGG>qubW^G65&b*L8l&LDA`qwKnUy`54
zo<|0L{+W>bYw+{7L!cK=YSpqRPOBFqI4bHxI>Uej{^@etdk`Ioqw^;itgznBNWW@J
z0@<~yj3GjRr}(kEh4ad7utA^hUd|XnWOk!qf3qiZg$B@Hm}w(=cl2_3JWs(V44GQd
zq$!jX4`$Z7-$x_IfPA7Pymw_?$+JFsT_53_`a)<Jj3^EPN6e!8gv|89ujQj>o8>CV
z?HqUSdgg-P4+1t1AX(s!)}>^Sw(kWU76Lf9>Yevbc6N4Ew$}n3pI7I`Zek&j+BV~p
z&18<aV2&r)Z@a}-wlGRg)0)ypWsKhky#(iDR93OkK32(eGUS!uYinz&ya<00lR>gL
zTG*guOBye2p4-z{yfu+1^LZXH(nCBk4xXr-au9-~;|>dVF>QO0f%3u8UGl*kA6!He
zLsM%IaJ5E$BZerRp?B6mUC=K|*EGx904lcPB(EJskSLRi<;XO4kd@B#kV_qlMojaA
zzfYgJZ8%}&;%e%HX|HQIsXe^^hdbjlTHLRf`C!cEf6Krb5rdL;&_<zu@La)`9{~fw
z$A4`B*QrS7=tM*SD2ESmQdoQIm=DfO`$OaD?d|P!ZEbyB_oE3AV^{pIK0Z7@UoTl!
zYTq=s7J4_-m4EP>y|=O;s;t-9aAz<YB&}35i!0;<%B1bSPbd*V@Cdml`w#nebltXu
z3p)GA(E55Nh(%4D*Y!!y$sq%Y6<yxnQ-gFrE-vici(5Zh<e_(;{q=EWcO@|Ph*d;X
ztY`SpyAgV7z|wSF`|mu;k{(KwyZ84d_JfG3yqwt2ndyaz-ZB^HfZlrx?`d-G-BFd6
zT1TaMVk%pam*Bxtq6%%6YY^i%Uu`S+l%{=5Pr$pA*I}v(0k~BrLx;FHbl7zHdAx4=
zdc4-#Vc0uy=D4UaimSWL{8V^z-MYfvDdA<fJxxFju58n{Z?V5CdB{uG#~$Z0e^Ck`
zO5{HEXvkMlU>Z#PiCQv}c2|Em=*fZg)5&n!mfflK^WiH)eax$*eCD$&V5%HUjNt*;
z3_N>I1}zfqT124CBQ)=W^5<13-xi>;U=s~ozwx>m4R}+uv4CYl2DxqHBCK<)R%OS?
zuUmH&&cjKsxz@ddA+i&UJ#gx3FuIOclCJ+SSbAXp2^tD=K^@7v`Kr@((+Z*C46(50
zKLdeI5nae6dQAy^xc~=s2ti*^PhvBjj++Hdcd1v0M_9eV7cLo}jd@Z~wlqjsL7^n}
zeKba|906jTvUlwmet1>okyLc7{@ShBD0Xb2z3bGMdy-fLfSy0@TihyqET7n;?wbTd
zUmX_i2S~vdIKrvvJlUS#1k#B#w=Z=!N%r=7b_hE{Z!-%~oX=EOg@;TK!dhdW2cBC1
zC!TB4J1j7BO+LzA6u!}~+M08zbOg7p;c&>bZONC!CAmJ*$Y6L(jNXYpPZ4^1E2&@)
zE|%ct?(NA9T~c>pK8C!DVDcTmtfjdw6@}W-m$A@~8<&cnGT~osMQ}Ms&bMM`Q>0~q
zi8Yl)&_R;e5L8H;9my4^N0I7-K5tB!-X1AWsqM_NaGP(JoSSe2-e-g^=^f#Kb%H`8
zUHXhyPu44-D^pn|%*Mt+iu^+T?Wfs#&MkBResri!;rf`6HG5{o*S*{}JOUl<W^0Ep
z_wpTZ&OLBf#81H`t&n<+P$Si>W&j(KCm`g(<r&eGYG#*xjbEDQHLN;rUy=TIgh?T1
z9XM{ww_oK1Gq10(o;(<aRq%KO1lp>yZ*#UqZ|mVVO~-{Ron~MjwyL-;1g&ty%baS@
zflSBoU`L=EnXt6OiO^@TT<nE8PS^vCdae_zmbORYXE=Q37sz`-Z+w9EQb}k50l}cw
zXpE{Om!9*4;lihc3Jtk5VMJd_Pv+Y9w&Zq|3w(^el|&UL@1zEGJX5Z#=)a|{gaq8T
zglkWk7Y7d+FD3Jc3ictmjG0ttxVmSraCZIOr9J|}tC0MM363$=)E&9wTHO!tPNt_A
z^Kp)|o${AAa=d-(UO|!FsePBLa7SAu(_20nJM}r!YHzNPjW0iX47WX*+F<OqFluAp
zBpZb<&Ve1<8OfZEGIE$uq<}Jb+l_i`+994vHXx_nImP_d6uRz@Yb8+HCiL~q=|Wo8
z?K-g)FUSi*$q>1y8)TS-Cww?~MQu0zyyBzx%cXUUwb!H1+D_UyYp=Wtndb;L*RNwV
zCY3M5;GIp;Q{K)m_hB&E<ep4Y&w@J3w}R5AoG45aseQ<v)9cgDX*cDCZs(;Q7JU4$
zugwXRxwB4?bj0a9hqi4)kJhRo>ko{T>61(^Kj_Z^vtXR>0RvR4I~M3ii_hayI?I|t
zeeRIpg0mN5TF4^H&1kmolhZFC3y^5~bk#aDe0NF_@Sqq43eX8?+Nu)^58b+{=rnWy
zTUcm51_PgD{`}D3+Z&Xqz+y%DTUSNlDiJ3x{*o^~w~q19aQ4$Eu+OW?d;^B<hatZc
z`BUbzj$3?XA|rUaWpx4%zM!4KIJcj!6_|ivXE-?fd-hJL3qj-iDc=<`IVoo;?%goX
zR^g2qpABL|ie_@vt14gg3ch4NX$Ye<P<W`8O5pZjM3gtjoy-wM`|7PPf&gYlCFXsH
z)T&!FNdsl9EWXjfqy5kQnrp^#t4F3tq&g~}q8)PdTRcX^Gvlq$>lvEE`cKr${z|nZ
zV!3ZUi8~dKDIRG_u>xDUv5hQm>AK9v^<a2!7G&?a{fBMP)N_zT0r@Kf=*#CM8?>yy
z&v_0w0H5T`PGur9+W)*sUUwls^#28snq9V+U-o?5h`0Y*(s=DTmLV$Kw)|N^o)PPK
zquo1)H&yFVwbHz0zYT8%Jcoxwsh(~Bi3cz0<Qbh4^!gr2P3E4Xhmi}Np*NrT_MKg!
zeXMt`oYO$-nKomP-Jl8}H~xffJ=X_Sul+wTXbWIg{{urgK^M*A$nLYU*wx;7+Bd!n
z7;QgftF(DeK(E`9V2`A4`wazYoAtiR(;#=-?+mxe8xhyji`y7=9h4EEG85GSoW**l
zFWE|N=VY>3qCb(Hxm1&f0b29@-aYBvOol$PnXI`}7bLRu7`Y19cC(sX#HHh>LH*it
z*vf3vg{S}sF<rB>8^Iyu{sZ94t|UJU$9qG#_zCKeqP$reF*ooi$>ZAfrLj+H*kf&s
zXXshGrTS=b%_?OEGwyo2`*i5uhkaH3R@U|nYyJ0?kILnMXa?V<n5_%L#MJu(&6J=y
z*wNx$BRa<2$@r47heLtO?(*N*JYwtS5c+o)hmlvFHI2OiL(a^-dhPdIq$1uQV~%~C
zXzxb0SDBZ_E4aKP>-OIB2?c)Z6Cew;CJcL-OZKt$^a56wYY_av5!rd}C^QSRlME5u
z>;o3@mu`)Z-wz6b{6hH`hY^nq@nPQ`=arfKLm?4{xRw!^h4Zy-+RVI1mJQ%NBPfJn
zHM^sMIq7MSi&D}H*Ci32&&ELQCY)g0{5Gz`S=)xpNW<2{=~jq;2MfZ+C5ufL>uJpA
z;lvP;bQ<#F5I*Bc^N*GTZ{w<0pvSbTmrDyLx#`nnIYJT4TioE~*HLa=M;Bp>Mo&Np
zvs$>Rs;$j)bAm@HA+Jy({w3e3San)Khb3~DPe+jC-qWV~H9O^bDQxni@=F`P!u>mq
z{(V<sD==Xi@_ii#_Tsv08W;%>&hpY;c2Vc&yXYNi)SbVwZij!pL8WLj=>q1a0M|<U
z&pEqquCIM7_;ENm1FA?%9E}eyufd>ie{LRv&k-QZ3K9z$xvBEC79DctGXnB;9dA-K
zq#flpu2c1(A3Zk~uc^Y&y{oYowfr<KohJi$jG#4L^O(G&@c3RqD3(i&K5iZ|!(xW3
zN}X=usQz<iXR^2Ln7&Z0v#^eLn>(NadD~+hmea$*v<kiif8~?3b+aFDPb>P;HgucE
zOTcEM$m5Vl*U<C3!<3H^GGO*u;^M~W0mt_2hlTsS+ja$KNt3G^w$0Jjn?Cb8z$Iq)
z*+y?lv|_QB{Mn-V=60`IIK$1|gXJYr`|$mJx%GXc==ddK8+dZQYBU5)5sE7(5sa9a
z5c}i6?<g5<w)0mQ`Jw`IDWfPon~*m??hbZdIWi~QInT}25jHm{4J#tzZ~_fxsmC7%
z@pdpkgdpD_ku@rRi0arT=G??5&u0gQSu7?k%FatSGI^A#b^UcO);8hf{?@y*GgH1+
zSQ~acjRh9?&G420A1O87ABqS*keBs{iEFD-3DB8{dxkM(b6I8O@-B?G+qBO+RFfaY
zJ}nwOFEY8RW8$W4XVlz$&tZl{1xB0S>59NeXCG?}K45KgHYDr7%=O}z!8bp`l8G5K
zEq7>zziMr-0ZvE5wJqgO57)Bll2ATm{EUVjfeK*lf$Ho&%_6%xmbcC%Bikk|56efG
zueE=NgYf&6medjV-I2s82bbK3s6*H%+`B`o=oUF`<K5z9fe$V$8<z@|d<l+2{@hzB
z8*=|L6B%92A^ZH1BJi4kSRkX1z4^cv@_@gXZ~}|mKQ=6F1UVm5J{KqWgf)0SKbG0-
z`i6$ct<{la=Ch5(iJ+BzSA!lAZH8N<p`b_5xetEL`K|qVi+Wz8E85}b>rGBeE{=zK
zW5un{tgYeown5}WH<w)vIFh=>`vaPYX|;t4Z8i*j+^b>&)ln&|2Rd~xG;urkZ`aeE
z^PdRE6vH6TukK;i3E7|-AL$8k#^6#iyhHah2ybGvh$Xg;2DX%yv_HB0s0R2DjzLeL
zcG>YS;fvL(UQT78%xca%t}6pr;A!2QwyEZJkQal{Q+(F?=K|Gi&BCY-8gz4&VQHg2
z#lUHh)5wnF-6$_w?_?#RbAW-tDM*P4|7b>M3-ZuoqYuqSD!Ip%)pkHAz4BP*VQiod
zW`l0_>DdUya|z+~2zH{lG+B`72&$l!qR`jBvb)X*V>_Fn)!nM{H?$k9oACVnts6DG
z#?dwENrvA^(*qX9^9#<;!4868LPwSbr8l_Nb&JjV`EJhX9&#C~+n+i?g&~>2++SY)
z1cxDD8;^{ry`O5oXm7xFTuGaNOV|)qbiGdzn38}!y@E2nP-0(f`#<1N=^vVYr}nXl
zK_B?li*2O+X1IRk^8oa`z+50j-TGneA7dSwELiUI3x}BR)=}<NGVIV8tBa+DgbgcM
zZYmhf{MXwFrY$_$!Cg%1_TM=)${6394#&fZ-*SVal$aG7i0mmm)$tfrZ8<1BJ!wl0
zX({v!M3oL(4kp!hwueGs_)!l8KgaEoBBUB?9{PBzC_T=dUj_tiNnUkLqY{!SCeR>H
zAeTAPYh!rNLzL)>lU=4%;x62No<$+=G7Yel%j({P(Gs;eD8&K~KDCK#%+~X1Y5tYJ
zf5CR$hp4wqe)_Q<ODgyl7H{=7lxr2yI9;_Zul@-0^Tp&<CJw2DO4o~e@LrDB?WvkB
zq>aX|BtB$G-Y4@6$XgiNC+(tvOf4z}ZD36&=NJ@Ecm5^e_qYC{Mf|N3Lfked*Y{{y
zQr=mSyL8;Pj$v={-Q%!%5w5g6{0bdRnffS`?`Vf$EAwtEzxohe-neA#6p@yRtG7w|
z&#)QoJ*+%Q(PTH0(#MruO@-L{J71L%))!4T!zHH#SPujm8?6^M8mq1hf4+;^kXbxq
zpyE<j{Fb3%y}NQKkE{t%Z;xDU4S@$p-`?Y!!GNT?`D$B}Yl0GEz#j^pFNg)dX_xv<
zIt6IkX6QL7PKa+FX=WE>ETxb{+l38EVso_|dTVq#!HBbxtl34dPOj_ir87)9Jax8>
zYVGX4yy>EKOE&<;2Zj(HmeG14!H<vwp^b$RI86P&g-&X&;FqWI?Twyq>_kMuiIWn+
z+PU@EM{x93#XlqsF><%i27~tkGqx{MnG5Js|6-<>i#idM?axvJH*CSvT$HFmi8V+v
zxPNos2XH?k@52W8nNbsWC;_X{t5NS@xyl!Epik+0UVKdjx5jMKH+m0o)aaWWP8QIj
zNYc4O+t^OsD_!X(nZg+f3QcsMtGIa@t>DLfd?IrPc>h55s|yC{UQDN4u#}F<Ow%H=
z0ph^W0@eh^viZB2cQ5Z0e2h5E-m4-K?`QSJp4Y@p8){vKG#b*aU{XWdw6MpyRNDqx
zT0K0@v1RU1%$bXd&#BOkHL18(1A#=jXHH>fZfNg}JVp3*y@fr{(RTiW!J8A~IR?C@
zkpWz2Cw@l$EscL)OcR2hCA4DdVBUfLC!br2way-Y{I={*x0%8d)HgLuvmtRH{fqq0
z{kM+-1EXc|jpVQ29#K|MXgG9_oa~W{vWKTXq^;}i+WrFO?x5uB`5z$b87Z2S|Ee!k
zOY2q||7>@30@1e!YpK1tSYaYhN-=MoD$PNc{E76PlKYqT%XxRz$_Mea{cqMiMN5<7
zJN@~?nZbi@_VG0(D+6oF#&qe6_i7q6sXkZy94Zz0JC9&Hqq!%4R{3-%d6&1!>QjsO
z?kH$Gs}Q~N%ji<r>ufJr7o|fU_SQQFfI0%*<Mhy%vW$<$j*tDB58ueUVQh6snBN&3
zf@G1B8%PpQj;`4<G9`vY9cdoL`Jb`gksDs<Ot9Rl>Tj&g#tg<C7@s)^4F;Om^{xBN
zkOPALb~c9&))u<ox*q>&<$vg~$JW)}1Lvay*fRt*w2ef%h>`Y;)Cn@^U*<&T5F5R}
zrN=eSD7QKY5~gD*?SId18<xaVf$!AxuipLqoRHStC3ly2u6G%tNQcUFs}h3!z}<F(
zQoc--)n+u|*r%)a*aD4Y%{6$LK+#aFjv=7jD@$Ef5O8I;u7=jWZo8<9M673h4X>u|
z9JqAUV`VLEFapf6(?(rX(HrCUs;|xHi6qKu7!k4P#^_K>7AQbISNEw)7UX@TC=G4s
zo>5X^cxSm@<AlZS!se_t+y+S<(Cj3G8OhQb-y(A;a~NfHFy_}jZM$?_TfrD{xm8U_
zb>|al82V0+^~kg=XyI?X;UTb^v?lRP<Rpt+dLf%vHeTE&IO%ww9GwQl%GA2Il!lix
zYU??=!pGXm=Ua?Xn1neM^WYkv^D>iZ+rJ$hj<k<=RIdEJd!Amrsz;f9W>mb?K#uqf
zgPdT>v<UGqwdkfBb##ioXx$j)S{h!azmBCsq!s<=Jsid7Vb!Hg2Olby;eFsSet<u2
zdaUv5=MqcC%iC8hFGnSsmeu~n3gMr9iWlCLp~Lb^MHMzV><J=w);3>N^K|M@9mNV=
zE_ZZ4711qrf2H@Jxw53qFDx{*N{kiTDcHDwzI^QWQ1`I<yLmB)pDept@c3i*WN!k!
zmdfJ`nSlfF)EwWQuyZ}*j6m&L-l(o^O|gQOY+Ei~5H<P|h11N|EBwf3$na;le`c_3
z8zQoC&1UwdNi}M8YW&$FIw~&A8zCr2V~K$!!!2WWzH#F#NH3m+uHHK&DQ-!?)&}^h
zGA4#BOf?bsuH*9k9%Nm&En5VWaZ>7)`$ItoXu<oCQRQDygZ?%D>+gEF%!iBgQK+*1
zsU#yafB+rxe_AykK4y}7KpGqzJjgX=`X2s$Q(mkBKd6U!QWOOhHQGK8_=cbQH#1m^
zQ>7F$av-<V7jy<r?$oisf$eUKdbt~gov%(3RAlq<pv=stF7h`_VxS@`4;qz!3cA7r
k`ad6-!GHfhR^|5&Gs>E_`~}}x9t>2Z#O1^)MD+as7er=ZKL7v#

literal 0
HcmV?d00001

diff --git a/docs/images/serv-acc1.png b/docs/images/serv-acc1.png
new file mode 100644
index 0000000000000000000000000000000000000000..2c63853ac82ddc71725072577225a6b455e2aff7
GIT binary patch
literal 39926
zcmc$_bx>T<*Ck3IxCM7QcnB8UAxMHtAh>%7?hq^l3j_)77A(Qty>Sih?k<fqG%~mI
z`@Z+jRLxA)n^&)^sB~`MKKGn0YpuQeoG?{o8Eg!43<LxOY&ltJH3S4Ce*}bQWoRhC
zm6!7EtiV6dT_oi`q5&@-H1qGk|H)k6X}hXBSh{+cI9niC**n--u(_ByTUgk;d~$F-
zMQRrVZsLO9B;{;j;%e<+|MH`?odv>2HwzbY6R($Cd@q$9+%4=(Eu3F+z2V|{`G!-7
zi&Kb~|D}YIXnXV?@L&WvX^D@X=|{`n`tcTzPv<0p3reP3WwsF}LItH#I@snE4RwN+
zEWho3&AfJ39p=M5CjLaWWslrQw%}k;QQLjp{Ku~GZ&_$%+??E=4YD4wx;0J#`YLUw
zhFQco?56MKw{M{$KSyD=o={b*6Ihejji}k(Nz=(82B*^GmVl@TOPctwtnkX@7Hi>Y
z@b~*U_!ZPizu5(g@87@IguCcABjEje30@ICO8<L(>%hhEC;kz9+Wz!tK1*v=0lcC9
z(K7-63gw5j)AFVnb}4D;JdOM8GmpwvVUVA`d#pkX_k1WQ$*Ho{+a`&I)>)clvAHs5
zc=ErV10sC%yZs?xXaGSuO}Lk#`zmn)J8j=>jeR;hNacrab8P4~Q{u(Y-2v}(Aiaw|
zXIarah_7gAC78BCORmvXKivAa+$wV#c@CY!9+;Zh1*NoEiP`Hsc9Yt_gNeN)Y?A0`
zoj(S&w}(T!n&0{Rhkch-z3p6A`OlI@DRqz4|GlM0dvzZMEdBfU=g)%0|E)acW%d~p
zE&PT5oK>&R*7}(IKi}FS6h731Emc`yE;qT^9CQ8Ws^3SR|Fg0FAA5f7%KG<2*%zu%
zf`5-hN5t^|_e5HWxBoTA|INhyH-j<ltv}6=PO`LH|MxVb_G*IK3$^@Q=AwyugjHl_
z3#Y(O)fvEhuP+uvi|wU0$Ihu5mF_s|_7OQU(ywxIGWMKr-!cw6Z(h|(awY_CjSkYD
zwx(+C-4o8o553SMxf^+HcPu|DX}F|f8B+_mHW<FDbRyQmra+`;e*_t_PS<hkJp`v2
z((xn9Z909I_b%e<O7+Kcd^|JBJ3G9WKHkXFTWp{mt*f3Jiv6&}>1^do;~i3WA}y@U
z3zxjG9PK3M3yE)AFRa{D?>9A$L<_B$^r8z4TK(Z|kK*Ozt|lY+mx>s$pde?V$UT*{
z^iiLXt~*aCO8cC`sLghGYNZJdK|%95c7MSquh*j?{(^<E7h5mxl*Wt)tK~`>7gtg>
zGH;s-E1<dYGi8!+e{TK09A0%2qWcC?g(_0N6Jz=l&5z@UfD$FFE_ZO0yT`y!gwTfg
z-W4sU4=OlJwi-=MCAsfpWCA85vT;dql;SZc$#Fd(AL)>5B&6bUnXETqCNsOkv%^&6
zIK~tI7Ln8fMYs=EtPFjDANTIhs?55mD4I2ek}hZ8bf1Y2HO7R@3$s({PoG|8e7Q0^
zV&yk{q6tlC9%w2xGCnA-Mdjo#sC1Re^(tr6_qYDSLz9Cvz~-=!dBcH(E~@%eAb5$1
zO|vszpiW@3GDLUWOWLF@g<k7Uv(w9SA&;A3qbIdrZH*PSFIk9_;~GZYAH;-#lr<1D
z6(8%die~zSx9vpoHBO`b>mU6Y0%vPh&R1w$iPQd!sL<91tH^w#@`9VQzjZ!oOXka(
ztD2$g(#?!-c54d~h?Sxl>0Qyh5|l>G_eXMqTr(t1eADv%ztiM_(Jthd&6g;paBW`Y
z;E9q7a7Iro2e@GL2H{V*zieFWsAo<2`&0E!bX{~I1D*>pbgEEc94q-V@M#XzfaB7c
zGh2oGG_+CHs4YYTm&w%bvg)Q0Ysc34%}%GH8UZE3$CBiZj&7c%hU9x$oam_NoV#0Q
zETz=I-M4S&;)l?*xLj5+na<lNop<s#Oxbk!acPcuLE5ItEuV;rcNom-zd}xeOLQ}(
z<g<U69d5oMB8&j_fA^xc&7BxXNgANH;yp>BBXu^S!EUS+iQamY>h}>(&)c8h8dmJ8
zV@}$lh#g>YSlGy!J*7+unlzH`#Bhl7TV@GAyOO8<;{ZvxT^Ta%$0q1!tLL_~#F@v9
z>f9Ny=)#stuFhG16+U6mt)eeKlCbIJYR?x}e!lMKh$dA)GQL5V(xz60znOAYLIN9!
zj^!3llk>H48l&v`**iuxLm2B0ep}G;QE9l_)_JEOmQ-^%o%2D~@8s<#%q1`lH>Szk
z*Yl976hhRKlz{y%>>EdQYPvgI8i<|aa-7nrSzOpnqg-<($SjG9x2VpM%EoK27rlfR
zKShK)Zr}ksJTv9(1>L)^5=%8cnrvhAmE5Ec>H{9TknUHDxQ7bxJV6{*x7|p0=Dseg
zvh-I>SNEHMv2cjr+NBm)Kb|`n@lHKFT6rtWftZw*$z7ZY3pii)E%~ta&F-YhnIym0
zFVIn2gkJGlepXSmk&J3=JXsr>R)|wd>#;0g#ii8e;~#ewh#gLkj2tc1{=^t!qT5%>
zMUl!X$DctAb{(<#IL&$Ol<a_bym)HpQsL{;+~}A*O)oM(T+XXBS;7Z#s7;Y(NV_G9
z9KG5}E_<WcSK}tr_Sl5aJsD<=HON^HayE!URX}WCO}6W$NFJ3LB>&tm_Xg+G<xrCQ
z4|l<F#{=}$q$_y{*^{hX?w!pDulg~gN!U(T?=Ii9W)s=!q)7p5sr{vCN(z-#vVhu%
z+tp3Q5oe*bHs#J%*L#wWT9%f$0-pMICPmiul!o9Y)C|V=Eh(*>j<`t?RjEPEseWy>
z43=NgO(sNp^lMqpCYr2q2sZyN*o-jbV#WO)*h#%xkhc_4sz@zsv_OTGw$BPoj>ICZ
z1|qF)eoz=DZbOE%g)^n{Ew{f_pcF}Iqs>X;rqI(vyO6TGoXk3S7nPNAmX>UWWiwS7
zkB!~fx=~{3QaYk2Ja7^Z*1KNAnzMI|Pf8rUxuOxj>@91SK_wt0Wuk#B7Nyz;n3fbA
z!iI$*&Yt&sBA5lg<Ne?T6^}?jee=(6L_~8TOn5TLM5qOH<jVTKSX`@Yy$T|znO{VX
z?%0%LLxcy?k9!RSQ{rWRdyObnj&<gxrH>e?Bv9NeiXCnC#u3i%UHvxa+R@y&4&6i&
zc^WK?C*=x#uV&!ocsYzm5`D$Y-;@6{_OBxBfm^4Z6Y`UUYR((6*ycdyu%$uE`|N7q
zWxjtdW|aUbL=~saL#pyF$Gn!JoFQ|{Y4m+ow8VWzig~D)Bf?a}fRRC@8`NCw3t!ul
z^2CX<`KTv9a*r53D%GwtYe-z)dL*$^rGVol&)TtkQFJ*29DM}e14N=hY4Rb7uJy*u
z6gFPE<;8;%g8a#8aI5mq+*ba=DOj`;b)<CQbEyzi)v#x=(Ok5V(8CFxNaJdq;7w|p
z`yCSO6D@1Z<!u~uN^(y}8N{g@yMy;tOy2lF!<QKujPg(}&_@yBZ|q}ylOeg^FvKaX
z2PpcK=p027<vPPL)K0K^T20w%eHl4_1s}=0V;~YkN_+ULiJe|wKp-#@>XD1;BgSRg
z^wUY34rN+{_br6w*WKXqmRRCY>}>e?N6k&)H!?LY4`Y5DE2Uysg;X#a|1LWuHCfP$
z-#Nx<BwZVoGJK*TCt-P`vRL;`HCW|i9pk%a(|llW;fl@P=0D^p89~e`SG9G$?DX&`
z>s*TuX%Bs}f_>0}`9S^ap7!d!lLdGXzZPm~j&C#Bk&(|<uGfN?DC*G8G`^hQb-K?L
z9_5+_hRXZX;}n)|e-LcPW#x;t<S@Um7@;I0LwY-Mz>K9h7%1^4Z_J-i#)Bp25r2nX
z>E+X>d}=e$NG0xAj``cy!7Lb#<!pJ5kA%*kA=>jwpNrE{(8xvL=4h~abQQ=iBP4P!
zH+V}-F2d0=wy{g8=M~FIZLPowSpY=V-#KbqB>{xy64S_&(O}8GxKJ2e`lgP}Lh{Lc
z32z{8RDbyEkZq7|_8IQE67gTb0w;kX&Z*DnrB971#42b0>~JB|zwb8KwR-Jv7-da&
z1IQ#Ya+1eQ1Ce~gO@xN3$0om;XMatZPRNBt^!jyiyFo&Cb<ICR?Mb_0#RP5r+_=~x
z=e2W>g4BXImcojAVlv2=#<teO<V{9?q%`1|Klf*g>HGOMsx*41skB3H8%%D|=VtS|
zOi#UYmxlijNZry>&Cy28%r<5Y>($k~BewHHhwlbu1R1r|j+s4%VU=3LV&_(3fe)f<
ztyw+v)zue4SH;SWN!k`SchkGM?-5mjtD)mV!NoU~TAK!m3V!)<SU08<6uxCEy*lHj
zeKXS?^&<+wpe~9B<{LYfeDh)nS0mKxGWXx-8>P>Gk!Q3oD(r_~bWxqpH7`_Bh=uce
zo{jUoo%PWTCt*2XMjAp1t_u!f?t=%&MXt-BCQL-Vz?C{WOo}d9poSZelV%p@%9)0@
zN;XMTh)A;;%mT~|{GuddG>|=!vEiKT!El?8YCk%0JNB|<O|3w|{wY%9C+{7gt%Spa
z`M)u;6AzZZmhX$-`R3b)vj|EX6aG1O>YM3X_pvF&JN(XYd;7jvi5w?A>D{;Xkk6pM
zf-!lIny)p7Y3k2saG+-*Y16|qm?PD=Dzv@3j5e0frhVW4bj|xyvW_Hs<gjK?`TbjO
z?QDbBs~nJ&711V=DL#HB3=lmAZ{xyB6YO_HoS>SR*a@d)J)zMHy*EWgKf9iI+K7e2
z&~YLr7`9rMp;s7*isZ8GoQ?4aQJn$giDJ9fT+<VfDeVmdb?qizM^QQyoj=+!3M&P@
z!SS&$MVhvL>DYrT7OdzR6KJa^x&Qj-@K<-x=S<FbyhI=2!qZ&9g3iA(DcxgEk_nYq
zUdPd>UVZwQ*`qfCK}dbTyW}U$WZ_?qwx8$V%}TOq&sCS|%Y3y62|@E{;XzqFPyA@H
zMCtWzL9Eu9p*%f;O1&0B4n64=6ycQF!WXOa?>EjoOUk!7*HJ)b_>^mGd29K<-hQ1w
z&P}~5oIP?sG7(!E6O#@RkAi-PlRNTb^`#WEw4zrujpfcNfuV49#Yz66ODB&`Ybg}b
zM$L;QMK-3pJ$FrPnviWad6_9^_Wj4@x<PZ$?a=G6v?S?p2r2RAeu}i3K8m%CO;}cZ
zcg$Et%)KMZ5Bq-OZ^enRPGNKBYkux{$jt`kDhe1&Kc10oMYwQp%$si%GsbZZ2Yk?w
z@0|1^bd&A$vZAfCwDc1~iS7^-4iq#)Q4{QaXI>gwJ9NSP=h^RqUeus~%@bQj4vMby
zG*mUOF;W!Q>kmz|NiDNjv6;#}7SHYqV?~?3;zeVb_s<N_3xfZ6m498@m9L02?Aj6w
zI3$D2<+75!39gYqI#*QeA~Tdahcs@rTG3g55DGI1SU5tL>lPOXZV97%!`M`D+d{~$
z7w%2xxaShw*Jau_KGadqmsF!e)crsk9RJ9s7)k_JvAMz-3O|$qT_j)U@#*NJ-Ie2S
zWR^BQv(wkyp`s1r`V||8lM}n=#k~9+V?638f{J<#CgdU0HNpfV@$<#0w#AOd#Yl_G
zHmP<N)xwjC)N60-OhT+(>(WL|{_J$c_Ud7OOgr3ROgk4X4G_CyOxYirO;I?B;?D@2
z7;(csyqrz7fW#?TS%G<IH%ErA`X*(#+jOkh(^EeQHR~yX-zeI66sCBdN<#ileips8
zy!-7rxibGI@=dXIv;x<pk!{UL$A_|29wiruNRl<_xn<q%Pkx-mgPg~xcvc?uP(dYc
zV7}|_lY%1C`fAR5A;^m(ZV<+_GO@b14<B$Q-8`ZiPtxd&uH8KfQl@6@b+N%U*Ae`2
zR^^<tBPx8Go3X=3(d1Oxm7~LrlNLg>hvm)wRVjuQjr(=zZfPSL(F|$lQ5~W+g8G(&
zN4z`NO$EL)_QU*>GPA2-$FzOYcvH(}+*Mg~$b~ESdB>G&G=H4sPMTo7F7E0<r(=rX
z3ZrQ9Z7z0PKcS1pCY$)mAP)hR<|JBmN*E;CdJ`W`_0|&Kty6dQF;WZ7wj72M*<26Z
zzq}{T0w4=a`^LYuoWfwVK||slT<p?or(gR%juw1%HEt?AW;z}%I{Y_8O!b&G)$QV=
z-7+(-T%pU>f4U1>icSC?+D5(agMU|ATDQ*{`@gFD38DW@-44f7pvm!nrwQ;s4Hgui
zl$2I#5Co?;pi<YRDX`AeSpU!BXG&{_Ucl{wcl)8T#{F5}!FH07*a2rCDy|rI!he0k
zYc%-`6}W4Bf#JWd#MG?)`1khz!)C_+w2uE}%jW-A3;!=?##(C7G5_h^x$?^6ClU)i
zA0PEi)R(kNlCJ!Lk4YZJ+WLK(Wvc%|=38Xfs$9)4PbN%FAF1uACh$t}(g&ICC?O05
zk4obn{v}>kNt*xMs!X8-6OqgG%!vgwns;^QscM4ofhVBTAl;Y=O!a8~$nVDTI5!qP
z!CL{xf5X_5aLtb{MKJ0!mdc{E_T!}XOpYaoeS@cJ?3tZu>$bVx@C5y=Ge|zuwINz(
za8TsQp#7CnQ9^qb+x|Ub?}enK<Uaq<q;4?0X?FkHdh3+lb0b*ZP+QM;X_rdCYJn|=
z$uOuqUQkX-R?lD@`tCI!VU@WQjY1~N%f$?pqDg`CwkSPhhH|2f((}&4V9y8k^t+u5
z_e={NLLZDvWm@0(+=QaD4L@h*{AL>GGjp}O5RgAXo7zm-wW<NqNi8+0h48IKIPmoJ
zV4e$)Z<>Us_Y$3_UrA;(tABa!qR*~-aRo<A6B$>=@pxcctWK%v=_$<@&(mM=WKSsd
z8o0c=%5u~a{~Ec~sL-F8GSG!=jp0|?C9_|p$Yp8yv$2HG$R=U^W+O9AqIXy^u?>dw
zv_vW=(!>)wEaR+wpMAJB18)vG6HkhRRsMb>TCIT^hL%yuLcL^AjO^E2tp>e5+YH&I
z&q4eRmx@K92xh86UN=o>5rw1zDEU?9Wueq^ULWJxO$NO81vZtli$VQ+8PW&f!geD;
z;duhaxXix`8t{xt*8!G?2rSQbovi(ZzQ^Up_T?+TS@DP=;ZVxTj6o_lCX36{uM1Ls
z4woR6>m%DLkU}TX_#SpvQWq1`8~Os&456TjKQ=r_eOBx24z9x|`EdWqE>bIcS~6Sn
zOHVTM#3#$F_J~$u($LTZ^;(T@F&8h}GtM1kwSSqw{OWC5*ijkgrIdAB{F=ex4(;yh
zKoZ`VI^x7iiB~Y;j+UBfsgI9Hg8|(wk+C^CzvtFtiPVeSK?(1+R`|d9jT`I{lFR=t
zMSZXzHQo=g?CpqZWCX2D>nJv?cW@^f>^U84b0vD=fOHm*bBt%6qfj@@)_p=*NtEcM
zc_3L)_g67+Ipg!&Y{mMu81e$2TxurdZdNlQUtJcBrVhP9+%1l`03=F_=+?cI+&iIy
zWTz#<`xEFT#U>&9o$4hjev(BKJz){L5G`hA@R;bhgDnT|Q55`y84h{C`m>^=zj5XS
z)lkWv)ODO<p6*M?$};tqeOh`?O;(Rh-(*u5c=MPk5?(~^=9)fsqfs(qA#bX<wi1Mr
z8JKYvMBz}3?GF#a8hi*=<(I3^kcXR9@eSNbo{@`-i%HGNns$3$fb4B{Li;G|E4tFJ
z=XQ7cliIjPd~0{QhIgWbp=Jw4^_i+{47fsy9o?qf29t@&7Sl3<Id$E`)aID!NQ@y)
zXS2(3!wf5To9=9!ab1Yz6e!qz0w88?8>0-{1=eIzcJ98#-}_wy1<T*U@Ej~1uv+R4
zlx?yjgMuxktXE68m~O16%D0VSA#^>%<pOg%*W1hmbVnUdA=W&UHoTiwW!yH=uBCcO
z$pg!{`i0XqS2byMNOo@SDT0~r`>17<EFkzuv;J!hAx3&ivq!OkyvMp$1${bc?X&CW
zmS5I8acxGXI;>2w`uX_z+d{7P3&7vP)_J(ai~Q}ps;rR-z?KWSI5YFA4p|>v3`(sv
z+Xdz$qFqv>Mp4V=O@uZ#M)DdNWbXaUuj{F2fF=+5)oOLTR`e-E2a-Jm+?ZT<cN$aM
zJPEu_*>^x*`0cJDHupYxq~@k3W#-O3qQTW=Ie<d9epJ!J_?t<uxaQ1-O@XyNhb-su
z)dN|K`{ei}@o$jg;#siLX(iyRejQ~xf2M3(1qCToMo_Dk(t4tqe@EGNT~wsYg5<<z
z$y#~#S(y2+=4<0MJF=~^SNR1gTp}vUG@G>;-{t9HrN_y&wNv)PR#lT<FAyiFoj`nF
zwhz-~?<U;hJqP>SC!@y2!}4T1w1Qx@ftVxlCG6dYsJRaKa-w=gb2970%v<(n5+CvB
z-%TgGF;2e|q<2HjVv3HKzoJvuKvqnP54EZffSmXY79ovsm!+kBA5l{pKeFDk|9ra=
zFP1P6>zwV)r6966-{!=<SYJjnjsB5{%gWH?p%!pensdrUb{a-|fXipGv|^><gOQRZ
ze(K`()UG}*Z8fq_)q64M=0sXjo+5vS_|^6F6iPja_K`|d)um^;u`oP9=bNHjM#z^V
zmdi7`!%d&%EtyPfzmBPQOqim962MKrXt_|H6T>)B%vC?uMBRI5u<`Bt@<k5U7k8S{
zIh_dA&8AM-8_2kSJ3jj`Vs`JNuVbTqqlqJz@eC{dX1luV6L!kOvzD!qL2xxi3E25n
z@!aT6B(M@O0xeQ#_%8Qu{-y!b40wVmaqTMLVaA8gVOep$_c)$Ssn<RroJeP@%{N`?
zALw@yJ}P(ckK`B4d}a~J9M+nx-0GC3T<@^w2p+TG-0mf{jiSlp%?#h;pmq3wCx)dz
z=^}d!(q<dqOOf7*z|#&0pIsv4Wgd8W9>ZWB71cMt7$7=<K$n?k;@%;1ZexQq3A@iP
z@m)qD?Z#5+T2X6lUS`$ZLB`U@-T6sQ;wjH5V$U^y)A$DARM_Smfr#aze-*`5g~r<+
zKk7{fzViK)V(-l}9|oXRrFVe78$nyt{-@vz*tFNR+~}BR>D>kg;<Sd(LC%JN%?0aF
z?k5jlrRunf&}Sy@_#p3i&JS;uIBkCTuCbVpy9E3R8-+RdQ(N{SM4W_~i)ARcJhRmu
z{57lm@}7cSZ8skuWbu`Oa(9XlAB^CSymA4ms(g=pk`zv!Nn_yYAi{?f@!L~vR~ct&
z3A#sc?}K=xXlN*L#XoK9=j5D?-LV%JH1te0@@6u()(Op@mxwn2Ms8nkR_xz3FLw8V
zSgiGDFl170N-_taJACPywV`?X;m+g|jfj+;oU?qyM6vduZ?)7#{EaEx1<4b3huUuC
zNM?G>`B$(<uS_z9c8kb`xnpb*Ztd+JJ>(!NpCNL;y{dbZb1*@rc-#+<(zLE+Gua~6
z?&D_>$#=$ch~=SG<Q+gurKsQuv0lYM>Uf#QM;P<Rp;lpuQ=Ge$xFiLYUMo>Y=&ar|
zws#{HjuG<wjV><Cp1Fi$GZ;k_(KWZeeL8W`->|PRj|4WutSLjVNCfqiobRvt>|f>Q
zz5ZKp*d+CSp{bd4?dz|J&+?C(0qbnh-Bc+7;|(Z7ovSdP+72iC!nK>V`8^~o)4S$R
z&P=Q*q4vZZg5zVm9U4KQ>aBc9f+}o121lKGI+5k$PhZcbsqc6WKWLlElAqAes>|=2
zA%*#IgylUaDLX`YA<m9mO7I#mU+4Sv)92DbdQsNuH)eK+dFUQ%<VjIB`a*(P#6LNm
z5M5Tv3eIA95+e-X$-5y>`=K2nX-mJWj)b1we!_oDHM>-y<$RsAWEb49dX1-bQqWD}
z*}Bb~)p2srA)C_^UMt0Y%D;pI;^n>4L!9zt_HDi$2W6FS$8a0%Q-&=4d~ZUe4Wp0c
zvB!#`!Wx_%wUTqnJw}PjEkIi5<Y8^O{p7Ybw>%wSY+h*+DR7zWXuFQG2G)82*JBFa
z`aloLIa(m&-!{Yi#ZW!7s3h9MkUv7Pj{@KS<SG(g&q*MB5{>S%>-*q`6bKE~s(fur
zZVkC$Hpq~fIS{ErDCSO?5>)vq_ErjB1L2GC97CQ<dkA|`6lAIDWwA5ZO+05*9L&yc
z+1Go2N?!#6MS~Hi2-WYYUwmemLe#d+Yp~%|f}DYBZIYKBNbmSI<m4+*GkNuodmnU-
zg{+4w=oD|CqgA6w#<iy&7|0wU(6PQrG{@?<baAOoWnA2?=ZR7egoUwU6eI4Iv*`46
zdCi+!T5vt4N_`t~nldlN?Wt|HiE6PjOeO-Wt?uO9jv7tA0nox&RE?!DMZ)vpib}L5
zV{cb|OshX#2C;MOc8z?{&_Ho?Ns+5s&1qhFZ7ifG#HQC&zD`qBGkL5_hB0ohLd~El
zD1t(UYj+Z~QUj-+6nF$&wzo8{=V%splw1GzUVu+SY7*zwUR$EPp-VfNrB##{(Yq&6
z9WDWn7#LcFRBaVQb>W+H&s+Qs3Xxk_xRN2M9B;N=pfQC|6OR{EI6%Lwebx1-(()a-
z6n^L%^9i+<ues4kNN26P_D$Hx0XDxsS?YZcJoRS2<@wok^k5M10_!U-4mMw(eq2DV
zieh#F_B%pe``%NUn>rdSIZBBcUC^a7zDxE9KhAt&cFWINY6KQeEkT4gI6j)qzDnXq
zPv{~9o-M36lu;eu^LATv9nkzGv&NojP>Upd?UBECJ4Y={yz`x+2LCpx<|F#aD;im|
z-$;1d<%A_myPZR+NyJ9afInw2VV*+^)S5BX8C|RBq{Oo^{mORHo)I_O&Sj}vc20pF
zUx5oMwsAL^W~Ac%^2W7;m5N?<Xb#w4qf@bw&6mVM(I7O?TYaMrN6yEYw{vG=+yPtd
zgdf&X?|D5F^EvYzSfwnfs4?{Llkd>uz0Z!s7G7svb>Wk7zpl_$Tt5ng_1*HZGO&q~
z+<fMzrmcK-{bAF|4aJ@0;%_n!#=%WF#EymjrY=DLAk}g1yA_fGecfolt965zQ13L{
zd)|1lr1uLhq4(e?fzQqn^0Z=DbMbvrxHG3@yKoJ`Y%Y4*`{0hf?w&i|di{aN1B0yi
zFwo6{Mkj9P`8TsM&Il0U@9~r0xM~y^0|s~kbvx?(Wcvz8S?jo#FYKSc-}6b6fA!~_
zD$y6WDn?+5NE^DFugEns!$H1Tp5tg}I9V}t?k9$tDRa5Lyq43oizzZoVh^@_ev$)g
z%=h#_YHlSI5eUAOSsg6*GMOe6<qj285$TpvA?7_o-7hZry}HQ}e>R#U^XV;6Zf>zo
zVk|1$zZCEFeN>#}Ng|o1bb4wtyRB^bz0-~PN86&{+RoCbF680B)^cJJ^+ufAqm-K)
zm1o(z%mgI<W7<_zvt7jiEao4QqW@QIw{|D>&-Gm$7PsH^dUGMwkeL5_?OY>JRpH7`
z{y;(QxLBZ4v=SdAx<bkH>LR|QEim+C*<;Ph3iwITqlI@G=v(Qd-rRDNAKT4BAE#Fj
zdtvuvCXrFtE~$UY`4-~O(|ouaQ$%5C#j8f;^S+PxBf+aYO>0dWmh$Fn)s7>pD`ywi
zg#;AW4M>VW|4g^d+Ks{TI^Z<4=kr2_@+6)GPm_nz&8_hDSmDBOd+qpREUD$hgzhAd
z&4}A%I_jZKmBR+j6*WZ6zt(a<f3~v~F_*HSI(oT=dhVv&p{dbcYpDL8)ogQP+6j1A
z%joK{pzC8c%Um5_OmqEEr5R%%W|&I6gfg}yl#gOiLQIS!o!7`S2D|FTUOp-Jb#8(;
z<UIU4isqT=g^sn^-X>F7Nn*?+gDO6UKq@q-^xPc}b~%-9MY3IJ1%uzQw(y5RGd0fw
zYn$Wpyh*BdN`nJLpC8W4a1`v72IobE_u*N86(>xi%iOZY)Pc;H#{SYhVf4|)u`yI+
z`cqC-Y+~%{{!_q>#%6~RxolkT+ipk2U(Q+cwdAI7H{_H&Ea&I%OS^1=()8!;MpMBJ
z2Wthk%;T`RK8~I-hE+ob^us=@SMkpyiO5XRqx9~sZOjyr{s6Y&4z&7B%FNN&Z^Pg^
zZ2`kNC&4WxH<MFaW7oRPy)Qv1Y|3hwGZl_Sm@>P%ulW);tD|2+dV=#@#qZC|o_xCG
zzSz?2qvMpApv;`$9IXey$e!k2YmO*0wiObAO^uJYX)R93iC4(A<MZz()uJ4#QIU3A
zi=o*s<Kmw)@nw;W^<rRoi^xq9t6hG!G``dX!kAt*D7nD8&K<9B1L#~a(r*0S#!m~6
zjI{XI+nYJ&(Qx}q!13{-YhhEb@;vdGX2CMP*Co=w2A{O@&$=%Ha=;b2(;t#L6&q=}
z_D?V7|FC&r{}2$Q^8=U*c=f$qKcy!Ju*$@VO6NmMT)p_hyLn>J>eO@1{qJb?FP2BL
zpSGz8@BX!LwrbR&!pJy5Z{aO9yciHB8}vV;;6MMr+@Vsg+@CD0cSrxv@EHD`=1-3g
z_q*axCI?f0=ouL=(pK+77!(pKTy{qZ>=${I`0N(CmpxWT{2w7%ajM7Ban`9m4_CAI
zkgTVzA&z$2W9NS>h)U@)dhw^M%yOy0$y0>7to`vzi6)DR$ocapVDvx5#lkstQj(Hr
z*x32N$TbeDkMtV%n;#7gM>nIzm34G<Y?A&>$$6OY@ms%DmT&J&sU8`>J*9eqqDgNA
zSp=nE?9<~-`~6M(lf}c`)&1RUdx2iPJr<Qv{74$Vx`sy2so#xox-t_wI=W(pP(ofF
zJ+<fBv!bG+-^In7R^l)+T#++`#X7sq9ulK1$e4KFF66umlf&`2c6OrK!{Ma$#t^s}
z0eTM^larP0um`qa43mo8pMk-j9}bGkli!#ie)#Y~-)lSJ{@B4E$@p}owM4fzJOByx
zqB`p#qWQEfjZLo(;q1H*6!-Jz+j{$DQa)SKCs_LvW=H+1pMtwPpYPq}desp7CUA?@
z&B-!?zGElyaE36+*ZP$&KO_QC&NqH=#3m)lNJ=6yGc)V^-EMdH_FkMcpI-D*I5+}U
zS65T(61`ahyNrp>=ACo~qPp}^c{olg@sF44@!PjQxVs<Cb+-A!JRu|e6lLDfvvr@#
zahapl_N@4LLciM~BWKug{ba5T?)xZ8IYUE3Fz;xlXqrR&12IDR>`;FU-Tp!?3t+$&
z*hw?f(~o~1v0?~re~C{;r6eu=93BKZwV#Q0v;4&X^Q^6SpIYpWW-I~oK>!w#R8;iZ
zzWJE%-cNkh_l7DVAwl2gyeEQ6I8lMUG3aL1KMQzN;;&z{ZTA-nAy{Nxj}Nf<W)BY7
z_3`G_tdZ4BiH<;qvfmSI6>>4eQEl9b2zbP?QGaS?CN?3VXEa0D3%VXUUuh;2rwam{
zD=#mv-QvlKgo<Mhgow{sCu+;nBWyTbFz#fzIW94=7uY5^rmi9yJbP#X*kWpW`g|)+
zWunYLxIiUK*~?3CO!S5llZ1V1C(VITP%y;{vQznKoEDh=^z<~;M+^aY*X(}00Sp6=
zmi183#tqDCEdUh?_yoFq>L;_>=IeF0Ul<l1Zn{uoz2vzWsdTVXYeNDLRWcFJH`dnH
zCHjrAfW4@r`@le`kE;0JsaI83|0yam9ZeVfsG(75HAWpC9^P<&F_a?Y_S$Bqghp66
zEk`Pp%eVu9m`%4k6y(?MvFh8mH=fJP!NJ7D6beLdmiI|xXnFhN-K9?eJOQ^NEUk|b
zw=VbRD(UR&)8?zKxa}5ru)u5l?YG!K_z4FG2mj04^JxDqAO_8VbcegmcBujHYeR#8
z<w)wgP#mhcN;A~*mJ5u<dWYR<Eu(y!*|P4wzG}aRF9>b06X81B`EMhZHl%`w6Zx2{
z{!gO741|n)uZSSKV}1LsfOS&%9jHORmw2-V9tKjS!1AFFezbISWP;B0{;<VWD0DL#
z00TN6p7<~VrV9W>(g9bg8yJiTpSFN!jr>P0wuknYoB1m%D*?md15tT*b=dfLci0Go
z<o;44H+6LAw{M7y%ITinFd`zNo;<lY=<S&QDBRV*-u?Kr+9pb3;EHFrShxKRlRew4
zFDf*{1IQ3gzkAQ?<HbH89D0(B{N#ZA^aOH4@Mg)SQnyrEMg{`l0?+fYtcN43yn=!%
zw?j=suWcgsmb0#qzxw+6!(|4|+V%ESY5Wd5158=;e0+&;HvoCH;(N0Umi!F}_wW5V
zgpZ@N6k_LR68oXHi-r=tm)^MEPm2!i7C@xj1M@6sYDy(B^b9D>@*|(*;Z%xSSkQ$B
zJOMd*xOM8~!E~|77js!zwB2+9(pM*o^&AFGuIrKfE5_4B8cRNq5$w}vK2HxfM=Pyq
zfB&jVN=ZE<6>xl6V0{6=7Lp_Ii5V#h?B;a$*AI460NJs3Pl4p;XoG%he>irSnwsL7
zs_-~9ygr%_G$F+vBf37EjrN6ISK7{VU7xN3KS@0Yy1V+G>%s7(E!C?B`r$*jyIEsi
zyBVl&flLQrsgp+u=<B~xs-B0D;p0!79Rduob_0vvclmVE(&~M4F)Dmo;k+&X*~VtR
z#f#g$`Jti>K>iAC)*9={f&tOhc7J$!!9hue+A9b$DhxD28~1+wn5%bKHQ^NzVSy!o
zCc=x^skNRA`OVH}nxXY~S54;M9$mFp_ZbYCw~MB4l<sbR<XT0aj8Lm<Yxl>gh{;)6
zGA0>*Vb(J8<ppvm=hv@q06nEEX9#gxPtcb&?vTSL1cdka_&6aUA&+$-z(beEi%AJA
zT513dovnk@TKreMcE|G-NC58XD^N-U*lHV)2fd$bozHtn0LywTyOBJ=Zmh;KMS-|Z
zSGEG*ie*I~9ogFQQH+Vf;2VHVrhb2@v6+oJJ97lA3<mrhKK<F^c%in&ZZVPFpvjmN
z#i8w%u^rmO0ll15VP<37Ua%>LCz@xgp&0Cly9*3H_Y?sl;fKqpAdr$msyaGy@7^H;
zWM=_zj!f$;D&le!mGJM<QaiK;nT>N#&y&VoQX$t@K&)E;5DGvpiHvA@CAH|67sSN9
zcJ<4>Yn_2`oE7#s$#Yn33#EdEl3Djn*M0xavwZ`buW3xLpCy8vc!L~wsm%16>G5I+
z3eG%;=gz`V72_&%W$-?evQc|nO=|%gkR<>f1H8NgkLlSmgYKT5^C6?h*s3Zn%~D-B
z&;rB;?5;L7GfT4@+IFrqAHb)?fg4?E1y~~$+&!l)5FCFX=J%)m5P<yeISCjQjsIp#
zL{N*S`ac{R`2Y`s(|nI*wbOQj7N2#l$LWgC^}H3UcE#6&gU>+p!6`kQr7RoxK;-Ej
z(sJHQ0f-KO)WU|gH)h)(c?AUp2}wvGK<E+x7y%$B9E?>&uL$7`7SQ411y6@cZC1F9
z*cstp%`<3rw_RyzG$FTC0LDkd#bpu^p{!qw1h20F;^_8+crM@x<LY_nS|ILRt2cj^
z&jmU_TQ*!9UOY(#?qs>|BTcUkrhyDo1^T5x0&{Y5_AP|~o8BpY^hlm6e3>}@^@>=$
zJpwz+6TUays)f)0eiQUGxA2bghf*3Jl^bRN5FLQ*QU(G*MO{PY1_%qzPk*!37y1sg
zX8&@W?9Q=6_wk|+0fYz85wP*~$+CjEIXyTOclYkFoQaDoR)M269su>E<z^4aWY%MR
z44n)<5mB&pDx8P)oqC9X6h!$7<b+A3wydn|8bAbe^z=bMNKXQ!xUsnz78TWNU%z<+
zvtF!Y1B3t;1z!Xl<^YCZCC03+t(AWF4w%%-BX@7G>p-2|;shWj7V7MV048s|Ua;Ap
zDWw1=2Y(bif`Ng7Al`*b7njXQe&Ba-30qrM0Ac`g1*94vdsqO&Zv!%H3jnOHUC21V
z?e8PWd$9SJ-U7_~9hi=3C6F>&hF%QHg>iFp+JGhjfOf5@xa=1Y?*OGctp}5EIj+4O
z6}{1CZ&*WIsCQ5S@^gP8UjZz7ed`0Ci~g7W{Ggy9IP{e@9lQqqibD2FGlV@D0T^Ft
z^>zV5Zn8j$;>*>+J0Bk(Fwft;y-&Y#bLZ<FK*s<VCV!@&pilt(Jr8iZ`0aoSU_5y6
zDHWuKfA1fdoH5M-P_*Snf?3PZ50J9JaRN!n;Y4cByBM$A?IhsmPk{|iz%I7)Rl)Yl
zO&JA6QTBJ2`@@-{u=wj3L6{tMgTrg$A1Ka1fuYRTzB-n*^O!%syZ=sllz!o0owdSY
zRSX$8a1f*3ZCc6G+>rRMNA#Z^1pn{${!46)%YgE|Z%&Tps|(j_0S3;12M{&|U;4!(
za0&#FD+DA)KAa&YYmNfi6~>)%$KYKE+~#VUn(k_g@ck=zf|Jbm$T6tYo?ijfvm8xF
z?*MF?!efmOXvA!lEV06tCqP=A18`Rj5DlQ|lEwYS$jHc84Vo?+7C4ovdv376#(>8z
zkLDrLL;o4G_!TfF5Mfn-B69{>x6I5mEG$3ZlS2jhylDSNRsgY?g3sw>qRa>5nOO~6
zl5NTwL%dI0lfHjPYjQj69ZX=Mh=KvCx&crS=$M$BgDmA+86GRvbx&7^vyft=hw$WN
z(yp#9(l^EkKoRm$QxmZQ&|@bp5O^9^E*^_qO{pW;F4jf<{Q2Uf>5yH>b*}>$6`mfe
zJ`g3TMIg^vb!*T7pSjH%^Z`N-ry~TLVsEuw90;7gb;k;y+lvqvxRd}KF4Y%B1r!%+
z#pP{6Ui^ChgqzI!b&me-?rujwGIP2gY3~fDfZ;+0088K;4UoZAfX!aMc?|{T?g;35
zq=2=VLKP5PLc=G-sFI2G*1&)YNLGFC<JzOS%0M!1OL$FC3E(aGPFY#m60q!WmUvcb
zDmelmocaO1g4(e)5clWzZ)2d|g$vYB>M!4a{rVLGp`)dp1J0~Sg<!3x+LW#5CmAAU
zx3r`K@cur6bUd$J)cg94=b5p6(>^1-)@bp9kP5rQd2hXXOw6qNJD$jSHvwE|!qeYr
zvo~X_nGIe>Tx{l?kp!u!tIsz$(E;^aF2F<B<<Zol<n@aqnWEm>)t1;)Lau8h?NDR{
zpiVNmhn@$8gm9U5qrq3|BL;G4IY;5;<ux}q{|jK1ed9JUpewxqgWw+Wb8^POBbR^G
z2d@18`4tcW2m#r3uKQ|mX$#oB@p3}pcErI?N<u;cd<!U3*Mq4rIK^&lZG~i~W@V|E
zn$l7UyW38z9+tN&0}y_*>;c-%^kxr4!QSBTzr_TyWc$?rNx1!Px||f?6ZmJiqL(kq
zTd&ERJx;~;Z~o&^p!DZJdjN!Xo=h}#%himYlB6!6#Q>QJFBsv>2d`#bM$vuV0bD~K
zWiwfTjo=5!wD$X0pn?MQlL!{L;|&&E4b(ZTj>5rETbtCx#N__a=m{|!Fdd*uG2uK3
zaAuQ9O=VS8Y*Ula9iVUjj!vqGE4_R7u6h<8Eb1RWN^58kAtNKxGckeOho2r+pYVu?
zrt_`={?33`W$=f>r-be6cD#@PXt_@Zg>WgGUJL9%`I>I%(0WCTNzA$i^Z+bwFSa8<
z;+X(AI08Zm4<Emat$qmr@0PbtPEK*VPr3lvyaR;w*_YPPR(_|AZpQZZ%_!ky5ic$P
z9`k{}C8s_rAE1VVQ=jqP-<)*70dQ(}J)9{W@B*rH;gVy3o}7RH;`V>^85|rW<udO#
z>2n3<2ILdJ*D>(Zc_9$k01r7GmeyY!RgY0$k^k$<jG~a=V$#A3PXH_O^7HWs2*823
zV&6?jhm$#T*OSL{WgzAL5C3G9-@_eM?TAfzEAiJpYVQc(kXk0(5I_;%Y=W00wG6L}
z<|+c<auz7o;ngSs0f7{-p#k9e4M3ZS!WHaNV;oSMHO%klqQd2JNeL@FEwI1>M-PW(
z%{X7v(<uRu$b9&K2Sku5pq?YhxI^Fqq~&6e<!G@!8o(fKi@|uhGJ5#$KD5q^>QGGD
z{r!D_+aJ$D#S!3v4(t$sqa{!{^C4&%xDkndxikhOrc!}I9X(J*O&4oHfabs%obBP@
z*WWJ-kl;6PltG2@Gxnq(6b>yhZ~}+dlRi+#6W~~0$c_I+T-INp=K+Vv-bjkZjc^v-
zBk#Ei6Vi~*WKJ{Pl96L~I8qC_9dtv_HwVVXc4HOTa{wfV`)%zJc3KE<?~)(v7>iQi
zEV)eQACM^$nr6~SQ2}=30ysfN1kSBMM}(5ku7X!7ODqGZNwX%zs528rK$dwKHP?Uu
z0Ln%tcJ`CJT4wm_h3EZe!@t*{h(egK0kIA|7O1+NMtEmy+y&wGp>@V*zLyK+H0wPB
zN^y9_V{?}akJWyi_v<R;lyf`=@QFx|is_#Hr&ITT&W)=&*?<azK0N+Ap14)A1xO%3
z5&S!j*aZ}Ih#w4WZ5Q-c{vAn72l9lSsp!YQU2uXX82(lP+Pg$8t!2r&S>?3~a7HYi
zy7Pfw0IruB02%=uXz*cPHcmaGp<(s&Bg^t@lT&{SXZxS4r@ND5{FTsKix>F#&}L2P
zEi9|BI=8MvTqZ`Eg!J1urx1ztJa)yot**)uC8yIquO(;kYT75cc@Yv6)$^&h?7lNS
zO;`JS;=$rL9xI%QfWq|jc!1qQj97q@%E%@O*qQI#`xyWkU=8{%R~i_8w9YdXtV<Pv
zo)~h?CTQx98>Y(<9sX;tUxNqO=M??M9DO)i2SC)U+5Nj+79ZCP4didu1u^`@xqR8(
z_BdX_IUmn@M({i%V3a+!ta|<G3&l!>k$6bn$~q}Anu=^!?V^%IC2rBo2K&kA_Z$qe
zf9|8T!cb@*%Kd}lLqr4(sdxOSO)D2z@bg*?k0`-D+&l7R_1He^e@<FTD|ZY2m`(a{
z{ekR<L#;`TXR^e`Z)u-ml9($snrjoe)C(YD;1Pi$h-!pQ)T5wt`5w8Ajuqb;OP+ST
zK4^)^9Y2)i?mve$)8$6PP8I?K{9kqXW&DseLMCFPvTh*d9*$a9r2liX&-!7MFiXS(
zm;0jq^D&oltk9rQrour+{rRGmyozqx;Ztnarp;$%HSd3q>>E{UwvholOdR^xjjSrq
zn}m{+nxJrkdAA`Ewd*>5utKfh^QgxQp#<ZHyI53i+(_*9xE)Mm`Bl)CKf~nXt!{_+
zoO6(N!YzOB^kf$89~l^EMcIOxMci)e>mmF4_fntc#6HkN&@&zNhP&rY!ermJy;ZB%
zHD+9R`7hBOj@95XuKdGnaclWBw}2<9B*`{{EPu~~(Pq|7z+d+Q_wjL7oU<0xBILo&
za)^4!PUcFoS=L(NhIwB(ry&*Tgr0QuNoA3b>96wk7tOYFLGLK{C6)9g=Uqp3yX`g9
zPKYS<E?3KQJGWe~84K`q%w(@KE2>u(x#SVuG`(0|Q2a?@1FfLwLdaz6lfX$)dZ)ez
zb9>X|z;5|=1+)d0!n+{}t&8vRHyB=sTz%V}kJW020fyBS?$pY78Mh`3UHkX!CQR2H
zbH+FO3CAnoptHFdwSqU=Tf3j^%K~JX<UCe-uu1%ezpZi<Je=;nsUxY_rP_IX)L{3z
z#0z=Pmp*XUexIn-6>9phMKq%&d2`t7vPz{zfHUQDhKTuCnK)+i@;=sx^RXV>SR+Ms
zdf&c!@fr54=E;>U%V#muFt9h)b)2c?Y(sa@7f)Yki@jipkkoe((o-zb{QK)f`C6eC
zj>VEgsI%PWbku93?Q<EUUo8bujW<5SUsp#>Y%ga^p8Bd=&U%@qYMNi{t~o_exT7B*
z9{TQkGug5--19>ko|-yFpkGGxxt`8JpMC67Qgp#n^YsW7RuGo0mb$wA+UfX<t|wT~
zGyjaPX}g10{&vqWA2kNG+OA#OEd@N5Ilp2q@->3lK-Gr?kK*1p)WjOKVvhGi7N1^B
zjlYnQppwUaj!!F#Kg|4Q&p6C0_iwlSNW7V)`QwDy4h<b{0saa`{~K<l5}r4rsPgLE
z*us*@Y7t>v%!9wPbFt1~feM34LZ9;>ewkL8ra;}+>V3@HC2VutI;ojgwcUZfx6{{u
zzWLW(-FWU!h{Mk=w3#zWKdJMR|08iv9zUrUlWL5@#g9KVDR(H;iyRcF+kO3tI?4;w
zR2K5se$gt%OK+J7<6UgMU(10`*D5{)!?K+esZUmn-K)o)vOgeLP%fk^I=^?jZ$**j
zT1OYBEbVZ78JRb&*FT+<>x^r*RK4C%j3C8seVSjj-Dmc9oa#7^fOJ3qTh{Ew23PVM
zfBM$auMa~h4dY>rE?pJ#cS78cixhU-)NRAO#<Mmr2nulWj{-?_+F;KuTI6bI!ud0C
zKlxc|qR|As*dYG<D@8ns`Dy2J;8f0crZh$PTX<Sbfr<n4_C?=ocK`bHBkZApW3i~7
z)7Cx;siS_MQ!{6q!F2w)oQyk^A0%T8!v_k94k91RXUuGMZaEqJCbchCxGbTW#>c2B
z>8hS<vxN~$4^0P}I6Ka=$C33-D<|=}!XHDf^BG$B{a?8^PtN^9!b)LP5t2R)Q}A?{
z*YBE>{2WqdpGANo^M2Hz*SkE_Brc&NR#Z76?TK2!4Dr=sdM`DSYE3G_>VNMANK`tA
zWqTDeY%xFBc&`*QaG`S0Q%>DI#0?&Io#L`PZ~uN7WR}JBGw*OD2&%!FMi8}e_&nAl
zX}Z=xt<0oLZ^%>d?1r%GJja^VuT8v27@Pttmt86?8lr~PwyakgD7OdaMJAE**pL+y
ztMtO=bk*AVYAPZEhKYs-+{4Wu2Q7xljb9$OvP~I=>DX6v3V-1oV#MkkJH&_G%-Y^E
zq*3OR+_*JYku5W!=OtKsc@4Zy?0K$wJ>bko6?_4<k%Q(1eI*<6JS~+?zh+}{Gx8eh
zeWu#>WQJcw7&K<sTLc~O+>4bR<@#!ZD#udgL@AnevjQWDIS^$vY7OO5{@G}YK7W8W
zY*ZJ1YsR}(rr(vsbQqlxG76e8;rApST1g46yI0_|<>++SFg3(+?_!2p5G!mj1-+0&
z;~uZF$l936w+-yl9?k#au&BM@xPOGMoQc%;NZ@HU`u#wM=xvTuUn`sO_IJLyv<r~S
zAwzW3a}n5U0%}*u0K~{b;iwP-($|EZP%qUg@ia3c$Gx}gR4w<P8ah-ZP6JFDR?FVz
zTz455d|M|p-c{NvVGdgUgTNxQB$^@Mv?0AL#(o3MsZ`J2+X-%tLyUf=%j1r5bmCa(
zA&kVNEO8s)Fy{gT2f>7XsS4n~>8Bv?Hc|<WqFN<waF7*fUHtYd4n!xF-v7whY$;fX
zNV1B+V@KpT&G1W!a&f!FR`p}NlcbSkN)`V)_hZl2V^Ly)U~MQBDlZoKQIvd6hxOV^
z;1qtG-egGEG_GC!L4HZ=>G{q?fNj*XriaEk=u+s;1(e0rr}+ur&wp|w@A<oW3F#>8
zw`S;}ZSzPEp}*YJvQ@pff47G(AzigU|MZ!%Bgc3CH%id@tlTp@ZvwtAlzvf3uZEVT
z>^<1lPhMB3t&7r!<9QUXZBe`LiJ*BeQ6wOKJdr{_bct}d(f6G%=u#g7m%S!*Ctotq
zAXOf~_JDiIBvZHMNPVemG^<d59))7<#)|^^B)0&s&IC!Wdd5`ME1L>W&eQCs=Tl)<
zSxE%TQ@UohKz-H}u6s6jywp4NzSoFF^_Rd2s8%KO!)4B`g>~La<k>`>1g*Y;iro7(
z-9*-*ZF50=A#cRgCP+yFV(`X|TP()V!DU^ys^o3XM?)`nyQ>iSS6bHP&Ps;pA&}SU
z_D>H~)5os~cd@kE6Hh;Xjy`tIK;g77C9~mgANVoUk#9sAlUt)Ts?4j=tNN|8A#3Z8
zN}RrWP0Iv&A0)Eo_#m>c5qs;PwJ{#kFqiiVBi^ZPI7->h-@k9%>P1w1HQ0Dfd*)E&
z!D1w2(7B;7!g;OA(7}{4UfsD2t6A6|q>2#<(p{5&PZnNRv>IJ&=YWV9kX6k&_eYi4
zuUs#`3T*sIhgPdO4VzDO{+9vViZu3uvG*yp&NvVJp$e(8=_PA_Elw$vS<a|=v5)th
zm5&rG)`kBFw2G#zT-gY?ed7}DJ2*W5yvk!4cQ=ajahwD4o<sO=>2^ZBjT)t}M~i+O
z^x}u&pc9ik1hq@FC6OU*DD1wS|4g$pEMnGcdsp1O+uhy$RZDL*v`4&ZsvN1PF64l$
zDV3opL>*;tk*}rqxJkeRF>vxF<GqnU{Qg{xx!4f*7jBR5lhZ?&^-}o<D(3gkTZptY
zZ3MJ|EeR`7FY>vwQ^hx5IMvj}UkESEC71}vEITDpi3a7^IUF4=WRr;{HTt{Q-U*~q
zqGAZu)aD-PlTBS`OZ4SbDGSur=C&~YsY7~``PPFl{UeoX0#%o)^2pI=K@=%6_tb;u
z69rWg7;OJcbr55bwKMo>?QeUWcH44Ps8mZMm&z*>mBB;SfxjO@5QR0;Sn86VVn;IL
zwp9zvhIVWTeV3e?d>V}#pMkxyf2DJQIj?QUwx!=4V<l0oh_wnPCdkb%ued45>HWI5
zC9_CSH8gymB9`QEO_kdc8^UchQUSRH8`P&nw+l-M8VfXpO<@^8+_bG5#%7~Lvm7>5
z$sAv&)s*&~ot*k!ZH*10q;Vmkm<^e+&e}1Gu_uTYB3Mv-bmxoLs;N+9a%iEdp0D8~
zkwT8o8fLU}vm_YOCAz%6THBi8;Pm8kW-sCK^q#L^qKhNgRxMkVxLEviB#27gwnF*{
z;S`QalzK<j<X_Hk{I=EWuVt@<1IPo*$bk_?I6ZJ!<vD?qXtsM23M)^s9b^j(=fd&L
ze0!fH#O`*nA*Q6f?36&Y)KLJ+Ks$2^TBQ1rAu4^%VG*B1MF&aKCr{fe8SCvW5E{3&
zA1H^%WH+0%<>T;hey;VfCs*m6pufjbADE+U_@&Z=TGXe$ch0QLnR_Z&*$3}B=Fp+c
z#a1_jc7p?cyYCVY2UWd7xJ_hRZ#(LqMNlRTT`+K5<mVIkA$^%#EQ{cxGe&hc^lM;o
zb3H2(kDe0=)*_98CB+HRr7C2!jDNZA-8Y{H>3#WwVcgXn$NFT<N3hELKgfH_sI1nu
z-y1|h=~7BTB$WmMky1grRHUW5yF*1vK%`SrBn2d-yO9Rz2I+2)c#pZ(b3fx9WACx|
z`(c0BW4vqJ_ZVwkT-TiQ?BhKCzw<v^^Wv#=<b^fZPAnw$ma&3VsuMoIsoHP$4Q{>q
zsi&hhzXyw=sm>#%V|Yt~NT$e!Q}J&m(!}(7@nsby(bs3zwQ~h!;%D57z7hWjwb4zo
z>Uh6>)sENw_9vx>WAY!TJe_lF6^^+*SzU#NVz(pybjC+W#eVU9+sc4HghM=eFZP=}
z{e8=OOx;Y@yY4ZW8EfecT|sC*%CzAjbm0PjO$Z+-?o*OBe|Yzx08@M7SdUrWB{W0c
zJ8h{^#(4~nU%R)6h*45Xx5XLFem(eb^gi}Ww5#|R%al<)UZ1+87|u@ZQ)RJERp-Z(
z<gDoM&kvn14s=m=i-jQ=dN#4j4Efk>HGco7wzjt9R~d3$Q9C<3v%muEFZa#Me_UPF
z)z$S63^dzd&!cD@8g|*~ZLB(~n!eNwu)(`gRJcMlZf%l^G%AEvEuUds?RjlEqtJ2-
zQv+@LbCW#s`7?jvU|O#^dHuV48zceKOPy`ho62uY@BcICK9qSb#0l^CWxhAs(cHeQ
z;vI{g5^)nmBmC!*&x-v!&u$>sfD4g*UikNV*Qq<-(t7>-h3h)#v?oOW_3vDF+mrr%
zmS-`jk{AE}48H+eV)vhgAFgBgB<!Dp!{yk~!u}6jS_RK_cNE>~r`33r5e=nLFWR{}
zHSK>rF#fQ58kjD0f6@CBCx5Z7@?X#MY~rpg>t6x8&50y3zyEq%e+r4b6D}HHCJ<%x
z{;O}>Z8Rb5rh|-1`I=p^Tt<22n~)pa-P>~kwQr=>>(ashFdry_k3<Y|1)$G+Ldpz%
zoP<rY6Pm8vdFNhpb2Bz6`&(2rbbMmsrltU*(VrF+@OSg#O)jHuc9Z_EVrw`5skS*a
z$z3BcfGPYxe!R!V7LuHN7fExgTU9rM_zuiL?Y9aRX6AyDlIHq)RDS--HR2tuaJh_m
z5Y84_sl3b!Hb7CIh2&WpsIJn{tUo|!sjy#Zpa~IpCMkIXQsj`1)8UNG8?oA3>`HiK
z^IpUc7t(__aBn}d?phN4w~zc%?LV-htvR|E0^O0=ChZ*bg4=?w5t*5ckmT-U%CBlD
z&}n?+cE}9+s{u$n0*51d&`G@u3fKXaA^8{>c=C7p@>6LkZ%RsvOf07llJwGR!G=FT
zA(rwgH+2CMA-;7B$?4fG_fiLm(LgHEpzbYdSw+PzBr+8=G_dR7S0MaC_4zO)I=`p#
zJWhF<3;E;uSfj-H(NQusHnx{9U!s&j6(cM_iXY`1TzRg1DRCZZ9tE<=_~hhLkl993
z#M7RCSx_?MzUbD!zvk@fIyXC8A8%D7X<~981yP@bgeczvLJ>DJqm4+;pj?PUj!|Ct
z{2>4zyh1`kh|Ujr#rN;uA4Ap+)VW2-Xd3_Qu`oB^J~}emU1$dZ)&?+^0>=$C=p1Vu
zAYl~35hF_1Wokr!&U}%k^3$9Q9--nV5$iwwugQRUV{7@7+9j882c2hWm5|42Z`LaY
z1T|UgiZ=n>0U<!xs<y8fbth0ieoX%M_}Cfh5M%{x`tShA*`*Dym4j{{5ES$kM6mVA
z%4nE3et>idolyDWu(bAts%m?4APFKcKu-4`dDhL1%VAZKlao`W#+?r;R{)e$jWX+Z
zNIo=y&(3#P(=B))Ltcwu4YH(2VI^f{{~(ncsjR63@C0%f$RMWm8OI2DJcd-f0jL@v
z<l|FPA|ww`Jito%f|_Ih_zso(HtJT*Usf8ipc!B_^mpc(Y3b;o12O`>VEpikHfQW3
zr_I|i7@CY9?l$5H!v~P}L|^JjT0#>1H8nN4DnG6m85wE1uFz3>?DypyRz^nN<l*6g
z{)PrU04eAvDq+pi$^QN@$iZ^C?i(Xx26_PKJ5RnVX|)!y{ZreWUmSWgC(G^iF=~~H
z9U14u%z#kQa^JZIDf23jBp4&55Wy3{QlKiR<Psj$Lv?I#Z)=031z3vR@wN`i+4;E(
z=%>b@I%UWw8G>kYTi7!J$ykG$Xam$o5r|eO-ATedpcgHJ@;TY53gUdZ{R$yMyaCk%
zXy4q%MsT~nE>y-p5Zz4OJBJ@~NkVtR+drs%H-zl(*RNkchlh(mZT|fE6G`*~a)TEv
zCIUm4-*J5grVu1m4?_in;zqzD7#SJ0VHjS$c5MexqS=|5Cz_g+6g=kIpxtyGMi&)v
zh11K<0XL)v+yc@7Mn>X52fSb;w%?qHh1B?Eid`?LuCV@;*{}59+*(>(+y&kuEG+C9
zXfYtEv`kN5;{E<NI1{zYbvrZ`xlk6iTUj+|)|z-XA#iAL`DAwIo@TI1O8p`9K>+mX
zK|6zH)&b%I+VDNhnaJg>XRpAYn}>#?-~&*3UzZB>H#A(4{<SJC>fzymU~eG*0Ra$8
zKqEG2fd<b*n4X?KGB&1bW`<QKf+vW`D8QAV&cFkTWhuS{C<Drpm7AM8UJLR|lGjBn
zut3=8B5$yvUwzHZ#ZG^z>hwkjgdb!WfC(Io%zhYW%*@Qzwzl^`txppVv7K$WHdbOL
z9?xTeVr^|b0~Aw6b~Yv!78X1;`G!0eR$#?tX<?zM^_M9s1L(F6tHjU?aq<G!2Qu(-
zl=HuV#8g&R)?043g#Neou;sm(sn&IB(O*!S*@+S?p(&3YdndCEYgn8s3O3VN>4h)d
z&04AR`Z^*MGqdj%)Cvo3^*&Tv1jYdm#*qG0l}lM=<^0l8YwhK^6~d(<+!Y`P(3GiK
zwVue3g<%T+qvA0iv3@Ryi;H`FdRk~QKo0|Nc6L_T+zK+yh^h}09ksA9mAbk*jC#;|
z(43}R7^Kp}ZV=JqlaflPs*=%%->|aUsyGi8qXCI28CDKZsq7Zo2z>FVJ_QHkJc#@V
z!XqxFfCO+bZJnK>DGI$MX37y#bO>{Xii&z$!1*)KH|W@;2yY4faRzvsXX!6P0iw*;
ztS%@n{t6)2@_{Q9<Pi+faHqK{4U2our~4+X8f6O6Gd$m51?}&D34d?v=|P~({gnYf
z7*uawbi>F785=FR@1f_##ZJe5P76KM;wgKq%)(`=-e2Czk@HER#5)wDW7IdOo4AWM
zEzcr*_P^ipExUzbyO*5(vCV&W<Uyot)ZX4+8uUKES5TCdl|kNWhSq}Vd+8kp<qWK!
z`miX%Os1fw_OYad8)p6Bp##87kZF8kVq$q9qvz(hIZXI_d!V}9K{Q0bf5O7U8@YM}
zM69jZAw>%qUnu<1=5SpV7T)*K(Ze?#kTng&z#r}>wy?Gr6civrF2JF4tE(Mx+-7YZ
z9mry@)9AYcH`^W23km)Fxeh3|NA}D3-QC@gWClT^0VWgGVq*dnkgxRSngUeR)%W15
zI{*jj=;<}W6!g;RT<aBdYK1JtOvMK^$8%Wl&}A_F#xZ;C%smGMUkrxjB+cza=eYoM
zBs}x4y=7)*rr~z<Rouzw<#6u&6U)R-6ijMMSEc+ASM6>$eoqVg(WT|qd{3@GVQEj#
zi`P`tNW%j#=`D3IT<!pviTVv(+?o`NuU;osr+=r#qq{$KMIlowR3AK}9o%`)lpFdZ
z%uaBK#>UBM>F2m*T5&P4xVSh7^u91Vy?*_A0>Czaz(|;wm{1-&uKPp%L+s$}?5wS$
z^VGnA4#wJq*X22M3Jekw5*d0TOrQ6_-J#=A$^f1MZP+?C76;>IW_?`-T7s38)!`TO
zP0VXf6E+y|)s7A+q;Ennu)VXB0=g}tio=J@EG#!LG3OBU0y@U=@iE-)U7vB&_;@_1
zlmh_sCL|;*PgV1arG>&g$py+CIu7{<7!n|j*N=^nr@st{jwYF!nu6aVi#MXwRUb_u
zhzf){t?lgrh@wAkSs4t_tRBp}2oVDl%^NDM3i|-)-vp$j{^{v-$W#R(5X^J^AQeG$
z<ei_-HZ(NEYxx9%vNB8Jp`nq{(VfW}^Qz55<A0`+IF*IGFR!@|22#a%J<DDHB;A%9
zKnD0=)~g}|fM*`rE?ftZ@;E%Tq5_uVxw$z@V~V}GTbz1h#FC7#Ci+v<>2q=jdrGDa
z4`5L@bv1EbTHBbl-pzaQ{J9UUCxoO;IJy=Vvd?`cZoRo~vsWZ@{G+Nw@4w>Y>o(r1
zn$`aQiJIfT{Ll9Rz52VuH5TK-T)6)U#d#Id+O_`vv~b~>+Y#o!_1_=+A84(pB6s~z
z#<ybs_#t^0cXas>Da3fkfPKR#$u?Wd%1A_LU57uwNJz-Z)#%v3Luy3|+?JalgaWp8
zb^QTd+G<1L1AfE0afupCg|V@*vh+@mzu-c@c}R`}3jDC3FNAW%Y8Ku+sG5*(pYpo&
zNOWDj|LHd0GbyQ$NI8mVdEE(keL(g$EEPUk2nXRBwqRl~p|gCEQ$EU;y+XkRK$}CO
zZkfOi1%RJ$7eI(#C@4Gu{1GOA=NSV#z>S55h1oXFAtUXv<V9!OhZ{uKadFY1+WVlD
zH9ZbqPkH{en3$Yg>-e*<plx8#4DzxVbP*)TKzb@nngG@lr}e2Q^FWLW%<=6zcU&$`
zmSAI{n`V)bo^Atxua1>fNNug~=;)}!I6?+zWH5k6&j6}4JPGP{Csz+lAnz+H`GF>(
ze(>NUtSDO!e?1_EK%#b7h=GUf$W<+RyDDk}wVV0d6oz0Mz<PWT<D(cD7zq4bFM>G*
z=vx(-)f`sez@AN>JouYsOa70m1w1=BZ+u;749`u8YJcdphQ-FV*S$kq(?#l~y}g~+
zzB~)|x6HJ#t3n_K7Z;aYt=dEgOYK(r=>Q68hG31)dHZg8c{z$ZK->b`b!ZTnkY&nE
zAmjxwM+p9ftoe88=zQQz#5PQNHrq2#ft2m3y*S86-vDqW3L$iWGJyghb1`z_0Y&(H
zpD0B5;t_IN2DyY}<$O(Lcm6ZLzmYk8C|^q+u)Ve6d}OJA3p53oq`dR-X}-C^qE_r*
zVm4d|p)_<M*yhmD)1$uys3;MjdFUq%5Ou|Ho81DCv#MJV;-ba$tgG8S5@)7fMuYS&
zvXLg{VlQEH9IUZtBnHF16=rW_zsLxbX&_t83^E16DvOjfSG^S1$;nCReE$_70LrD)
zu)lgA9!`V;n7%Ml02C(WJbi%Lfyp9ziy+G<drMq)i=9kkuNjFMi7`DdPK;oC*a|FD
z2P`u<b=j|ToB{0s5D8TqA^9IaeyOI0S=XB)va`E;#q-k83D%Ga*x0y3N76Sm<ayNn
zI!B2EF!jx{dE8`I$6dHoYHn^2p77acU`6_BJlp{0>wzr{1gB{5T$cwc`p^YlmE6#_
zn9KNW+GqTb_u-EBDqRxF<#DSp`6T7dn{?8GKKQA=ooBJJa6V!Ht^rt#+w%r4*h(XN
zteyGR_U`V*omMZe!PY-qW=cv*F*5WhNI<XYzVjSn3kXpdlH3WaHRY9*ZXF&Tj*O2(
zJmmNNJByYl=o&m0sj&O_;N!Cc2o0PlSjk8l`i-2wfKYHX%2N}G8vs9pdx^uCL;@i=
zEMTdy2@rl7FuV@J)3D|QQSjoz4ItEpy@tcacZgJBYBAeVfoTcH5XH)VPPulY1)?E1
z*z$XZ4jNh_Oqi?4u#22kv#M>j(Qgz?g(v?u`r^z3xQv_<sYAnqg&-qm=+F9kClG2J
z<iVuDV(@JV9UW>oA@Q}iI06D4WKRfRTZV`($@BC+fI>i75fTzU1Hu><eS{~<!%ge+
zZ`Vh5wWh^gP!(bFLMI=9RT*Zv^F1Gm0DF(B%_Rr{i_C^uD;zgI!a@Q)=G7bZXx29f
z1?yEn;)DO}VTR{DN1AAj4qG|u55|1RMARP60DD+^YU+2$i5F;!VU~O#)@Tqu2DWoS
zq#UWw4+H_ZLrMgl$_7TN(CIP_>`e!gH9S3qptb;<!Si|c!igot$LAU{++ZLX!H!5#
zQ4vA+AXPB2P+AB}BSK*#XHEbR5&I=7CRS)Y`|J~?U<dT$SWW}XU(sx>upfZBL^h@n
zAw9BN#70mqh%H|Seo}@>cW+f|et1w;J1=7_zOwl11qApI=#UE_si{sMS}#KcJ4BK!
z00$<z?@GGvFWWTF696Uvk*7X{ye!#P4Igd@Kqdp|Qy2&sFyl!nC@6T_B5WDNyxP#S
z5ilJ1TIeu-P?3p=iO89qDmV@Tr=$`y5?w#SQl42atHF8%hgV?hHLyUKBpFW6VLrls
zdbA}E`@A0|B?hB~1}My0H3`ru??99Zk5UgsTLF0W-?9vlSC&iLIiXf-B5O|asj8>)
ztG~=60Bz1xv_h}rMGMT1*PnG06Ki=Leed-6*c#$+xXKR0a|Z{=;6R>XvX@8GO%L_b
z+2E9WxX5N+44J<H@yQcWL@MODozp>;z)s~^T;1B}&%i(|1&@JfKD)(-YMZ+hwGiN*
z&64H~Z>d3NkmcNC$jr@M0JsRi#7keH4^Z7r-!nYtlrL?tl-+P=N-C<lASHnFT}eH9
z;myVN$=Fez(=KETd5I)1uELT7krbA^ygV@9qhqtk;(g;cy-vyS%<pNXc>CWq&}4p<
zA_r+yFsvZ-t!r++MnV!@(X_vdQHMqSfiG<7>;?oYj7&_B*o2^D;sa}viy3QHC4saM
z8!zC*n3$Lnl9ID9C1tx^B#EWXLJVMP%a@7&EC!wc+1lI4s>StAF8_%l4;Bj(fKvG~
z|0PD^2>9For#xh>`ddgU(1&N0G$P@Qr6lZ!n3!^ga7C_D=f%=`m7*-=y=l9AK0Ky_
zT($J;nU?({r;UE(KbyG27q)KA%uhydOs~(q?;9CQ`R6+kSYkBewWB^EPSZoU&;N5B
zc_-e2g1Zh~k8vqGqUn<1W=-6ju`;&>BIH-&9JF;_oL7Q2ZfU#w`AEH~NRNi^bA0Qj
zpqpy#j@^R?57hXPeCFIYSdo3~hFSObDwPR^A%`y#R;%uxQ5k>s{=agy52d0!F#jq4
z{~fv79fm&B5)~DdhbOi+HYOYRFeyzm{F^MkpoJas_dD;AwxVxOI@aU)R8LJyaDG`)
zdq3QG_=&C^`DheTV7@qZrOYrsY+5F+B0F-Ao5aM$j>br9>4cq4Vg{LDE34{Rc%1x7
zoTVbmmp`Cr?PX#nm~_aJoiH9=b6;_yB^0E^*J6_ws214438c4ay-YZ~EV)U~HR6D6
z;yZ-9aN3@*8L(BgK7>2(+iN9FYct*@e9PblbTohAcn33#yLm)rEP;EaoRW6uIZC+h
zJ~zAXl%c*Jf8hT4KP*5X#f)nL+nWw+F)Mq$v9s^Yj<2t1cgiz3o*Jj(tf}1oR>At?
z!r+k~r<1C%hGk0QZc^F%<{``PcUo{>6j<Ds-Z6anxuQg*oL*V|O7_6YMZ_cM!!dZV
zCzZ`Bgzs%|1L+@sCBc1w;ffPLC&(1aah~u)nQw+7RzkDuYRb+Gd8&wjjiYs4`7|jZ
zX#Z`l-n03ZWgRc&(PH=f=5uW7o=yhNkgYiU3C0K~o9-cVi{z^5p&c&4NS-DYv6gpR
z|DA~K<wnvHN0)SJQ2*#EwozF$8g9>5G_l>6X*V`k-d2x=*V}PsC4S`yt2W23A;(z1
z<4W*o=jaqi^#}G*wotbwHOJSL>|aK5n?74Pm3i3042e&cv<V%4w}#ys#p+p!y{&=o
z-}qVIl;K0+(s93;?&FpO75C~Eb~jV@>f7r!+oW=5Q*pkskNXX=TV7d&c$=|vP&fo1
zsif_2S6@bY?A|xg`*Opx(vd;$py${AL3i}KH&!9_r5R|4tD0Bk<wcYST79d3&(}Tu
z6SS4->=-$u7@5=-p=fo>>tXbEToc}tQLc#c`vcml0+lk!@?=4FwJL?OPfY0hD62_}
zcCNRJ+`g`%KoOnTgpc8yLEg)T)#5T@Ziu&&OBqOA)SkOBGAE<!cQTi2TgRs@(9Rd!
zqqfG|Wmpi+g==ag;MWwUs$sVtihEV;6T`8le8Lwuf-}>uV=e>2jn!Y<M(FcveOOD0
z??m&h7TlKyVg*-mIAyy^iwq;s-Vy1MuFt-$&L*kn>Ti<?rY|tW#!IXXY@x>s=8N_~
zZxQ2~Xe>2cu^X5#-4V(XQkvG$+jel&w(eKb6>yKOE_Ga2q}p0PFEAS=O?_n+g-^aG
zkw_}RRw9Tih(?wa=J&&J;^9TPX*OP5PEPEPpZtj&sN9$6KB7hRwTpL;x?2X!4!5MM
zxmxB0*eTz1*`UjZ7<5+uKEL&d8%I#AKXIjb#=vEPg+eC(hZ*@{DQj>HzWi;)!$;Hn
zzQ>c?bgY*eChlZK+RBr))R${6)tcn$7l^7faUC>oRFN9g%Thdrm`gr_<{#KeRY|>r
z?jP~;8ig66csYZfPzDegy?VHyw;PCc;x2(&l)+HqypnA53VVLI62G)GX71d^ew0*p
z{pXmgQ7Fki>dC45kk9=-3e$`2fqb2g1^bDq?vzJfO!K#~iQi~uOht*m+`F%F>!Zz)
zc}pkLT!5?(@m5Hq#elOe4;i&^=<*3kO!4>6{b#Q~P$oQ=$%YJqe^Q)`pYqX5wS-2@
z5SeeCl8yd^TSm8tNLD=lpgPOkW9_eNa9LS)YT|Uuk18Wm(`an489%?ag8o*3v*_bC
zUSI0fwrQVknonDpSgItcG>%Wn(eG|;^ffIQt2z|KoDs8(4rtvg_gtLNckkM|bW0Kt
zTmFpEXW;(g%K|Bv<n*kVb6X@AbxY7_kmL(aJ9X-GzMS68q=pD$LDK$!0F95fEx4Em
z{4w8T49}`oKR6Fpnk{p>5Kc+4Z^|3Ge`c#WM<+TD#Z^oZos5?~)l?8~;ph^I9nE^Y
zOK4b>vLrL-yMNc-U)Y6AOEKijoPEFDnG0>Et5jD3KgI9;@5HM=2@Paud0t~IOC~-_
zv>$$SxQaDOt}42|AiBGX$LYb@BRA!9S$RTCvZ+lT&_p}PYW6U-bZEDJ6ODNDP0+6v
zV?(QK*_J?d*XAFBOYD62)e1A@Oq_)-p739D#j$fDepxktE#iI}S#@7zvs>W(3DS47
z8!G+egI~nw7NXlI%EHbXZV&m8@u{d3Wo7M*n<tUp=XCv{>qVUua)Vx=Ny1f3)@nnR
zVL&LtI)sU)Es@t(rSXx_FSc}Ry{mM4EksEo14%iCr^)RVapY#rCZgi>X$cjP4Rh{7
zxDRI1+m2V+aN-PT-AdnO2A>dbeF-r2U=H{j`JvV=riY<omS@KfH$&9=kN)>h$40ts
zxN6TmZ8-S9F-dyTN6FAEu#k2|oL}U&-A`vXqwg5x5Y6WuEIDZH$w5Moz0id%C7ll1
zilwdLvr&wuq4S;GbrQJ`IfUun!n0^^mI(=;i^|hUl|=QrrDQ7Lm2Ec_e$RDp!J(6?
z@-8l0b|5a<US#U<<T^2**C@t)`#3@&gb>pnow1YlJXtvWo7oGdNMm2o<k!Q@G@WBl
zzO~wQVh<!2D-)5Eef(vB6&i^;E9#P|pw^fd(yu)zld2KP_&Y_0Je}TdoV7qH^&uH!
z+pu22k<sF}+d`!2=n>i;@9w=pbxkARsQSMC2LB_Wf{RaTwYgZ%H|{f|&gYf<aWerX
zW!*8-nP@X$187LHqS~^m*Y5Rs`yKb+$9{VgDprb8H^=T;MV#LIC^P!?`!LaC2g0cb
zblINa&JB7bvHYt&`rHK5uMcah<RhNW9xr8t=V8om+H-Qx3Z#}7M!t#fe<5D;q)hAv
z?uCqc!G{!bnidPQk(smGTz<w154c5Tuzhl6c7sO0ZaGpvl(?22+az;_KYVTc#PS_Q
z<<HkW+hygBcej#Jb0=dSvRyf^st;26rayMZIQaIlKH~-7ivDW-=Saz);*2TWd|8~v
zx5KXtGQOTNMyp6>V}9R&<6hR7V;NKy{N;mEw4C8=Wb69}5oH!s>>HYNDrUXt<u4RU
zndJh^-rg#4I5>9GiO6<!M^UMq5$^qdI)Nc`FST#4Z`ZM^(Rc3q%hY}6tKW0NFlbs|
zC*`=69P=;V&!lqFp<lr$k%=StIHvh}k1TU^Xz<wLr+kDnp34<03_2BWFBQfXi<Je`
zQL<RZ#)h35_oub@<BPFrW?!XQ7h$Bg(oVVZU)fp|QkFe<YUjYsF@#M<wfnqhDTZIh
zyI;-cXwXDJM@3}p;+y<a3$4EZ+6}1&6fV&iyWL93pDsOEsktkt^{cpjDl<3ISggxn
zN6|~M#eB&9tI={$>@ok_mqgtY?RoAyFI>BVrY@~DAr$kE{|qrMCKBAp#>o86@4v%k
za%M_J*YWF;y%=4FdyB;DY3JuB?pp`VN3pcK7j18NH)dxFcdj1oHJ57LEi$_-W98Ad
zwtlKNZB61`kFv_Dah`pL#?^zs#R_9S*|F~FMqTw@(R~h5c2oMD`bxEZE4&tw`Suy*
zfovnZ@71xf6<4>;Ij&Ybo~Iz|VHG+5kWcxVu?OeXONDHMiOjLgiR*Z44PHD3spC<S
znok(V#<G0T&yBBQFJlHukpIyjGLzTr;C!k3=!tF&+TjBTV;Ut{Eg#f;JG9d8i}hff
zMa4MLjZa(;l6j~TGFaK&<6l#DHBuzH!YM*?R`i-l?^+=H=BL@IxC{I1(y7UVZ|lE`
z7}-8gyE^|<pL6R=3oRR+m^bQeMMl(g!k~2ScH>$bQ4>tYRo+iFdECL7A~z1kntieF
zRB}4b-a2f%xul|cq-Ah0GO*Sc{f(=+g#K2Su@E!2?xVyO(h@;<zT4<6;TeiL69hfW
z?`n<@_YAhjWv4s8dV6Q@2#Gu=!H64CqEPuYUauDL(q*(?Wlbzh${W=?8*5ce2<;)a
zXZ&h-O9Srp=jsV^hMttMs`%teR!S6T=-!wmjex7k-Wx25?Rg#U(JS*tHi%o~2WooJ
zuPwd0v1=t2SI?=wNEY$f{#IAHxyF&Hn7JwxZ(7{*VcsHN+)5$M=At@ttQ@OjF101v
z?&m@kvW4KKmb?%x>9^Ny$$NUfy5wGZ#9t##HY~b3Qdae$uW7kBxAXMVmZO!C<;Hr9
zH)iD1kd#o-mw$TGPx0n+hVn$yfjKl{Yd)P@Rkpd`e1DcP(1EyIPWO2WDyE%MN>@_z
z@dp9+)%)xxTwD(PehzK{du{q1gA0rK>dbO_v*J=!zhh~?Ew4^FVqv9A50UHgZZz=I
zMl5dKNPV_3(@-qiT-$2OxVUHJ9$TCh^HSt~`l*9xR@}$@taA$K&`9IPv(ei7q1@wx
zAAC*7&6WA>>lEBo@z#n)9eUqNr9UGp3_Gj1VE*=y0oN<-9oC`LV-=C7a;T=mt7Kf>
zHP<66PVwA4cCJ0n%yFxaiEMjW&1?CWNHRCR{l%U{4DTp~o@$YZtg*y-*{Y2~ijr_W
zM#XeUd9gD;*Lj0#I$Qdnf|SkB!wJV8!_INB7LWZq(;F9`dNPLOZ9SD0Gc&xie{iK|
zJdr0FH$8jjs3w~J%z*LPw8}*<Oc~ko0_0hZV@cb01x>c-!!=<tR`y0w$iiL@1W567
zQJ{baS5glB-{h5wxZ7r?H^r(ij(QTaP`=cNyt$I~@J(w|$J5{r?XvZ03bcyJ(dA&%
zLEKX&L)-(O=cIQkH2&-{BjK4EY{GsAxqifc+wT7~NnFj8{@S-&?gN^Q3g#$88tmk~
z8xp#WntBIa>IqcTgAODCTS{zX57)c(m2EZ%TNH}<BxyIl*MvUT6r;Z;+sR|<C-DAa
zax}M{<9+*+!^)z7NyEA_;Y0!vT?wYE>-@dX4b&$sP3Vh6e2L->P|R+cMq<j4Wb1WF
zGH}&igp#!-aK*2GekA0@i`n=-TIJQ>;cW3oDTfpiV~btApL5Q#j5lPBW5T%i=G$4(
zrS?>~j2s=@qs<=FL~Uw`+$8>V`N=tKU4(3`Xx8zPo#k}UxgQHvglDHG=&qw5!Ruay
z;=l8;)i3-Adbj-HNDoC?HRkwBG&=f%*YEojt}M5AK2~{?BH8MTtzL{O#coK%PlL0?
zw|1;u@o|AHz=8L;_k+(|RAdwSYsQq|CWmXXj45$!{z*vzQ&+{_JpREIM$sui5tuX2
zNsdFh%XI=T?-3(%;AL&^mSD&)K1CP#K}FVwelpyYAins`9Gjk|B6x?EYEY@ws=vr=
zfOX$1^UJM@D$6DD>jxvx=ia{|4HC1b82+s4hGX<<zSPI#rEI_@K1+o`z_RzVoqR7m
zBQvXKA`xHdXw$gfb9mwOr9mBAF53N8q<Z*Dc|dRD1|=V<{JPj3u^@f6K!!IrpB`7g
zEy7xzd-HXRTl?Wc=-CUyK+D`z#RnX>hTXI5U9`+7sf&&11AZ0ev>tpL#r879aT%KW
zfcGNw=iS6N=*jF~Mhq}q^ap>}be3N%__D&*TP+;cjgPLwXR7MsT*s5b1$iCR@5}cz
zBtrI+jq05HH_msI$v7f3J(N){+igBj%-vXDsh_#_c;d=La`E+E_WL^YZ(e$@j1Gj?
zTdgVZ4R&H?)2I~IC3U_Kv~k3tr5Bfsre9U|ZQ9upmAE|@R6XXsGag}Ft;p!TSg5Ob
z;|D74NDi7muVCw3yX6dieVD<8zWf1f{W{auDz{JH+hlSSGEv9HL@-6~k~y^!6}3mk
zausI^eB<C<zgwjBy_~XbEWQ_?B;wq&*75sjjkCi|yDtM|vpON(YuAMyp3HA)<ST^l
zlvrP?Jzz;ed+qG!!*gnkVIXlkr-eM`&dgiyR#MLDTSd0H<bwpc?z{=9E~t-kZeLHZ
z!IynYA(hUQ*CB97@r28q&@#RSU%;H_IW=4FpS0Pl=z_oMsqF$@ifBH=mOSj?aEc-C
z8Yveg({;IDV%TZoOSqce#6nwqjjPR4#?6Ut$}Mfjx}cShma<y8mMQNtS15|a*-V><
z<LIzSPmxoM&1*u&x5DgaMM2=QC+?%GO}eBdG37cXzYZ&s1s=se2}YxQRn*7o9LUI>
z47mtfW(v$p34Rv)=ac00bXA|!TdWg)3zF6JNpv-t!1fZl8i`%4^|RlsA8>c9>?<#G
za$-!9L<?F_mkMYVxs=$u(qMhz^61rg6a0zW&-zw|=<5(}zr>)?1u>1)&eb)--vpfr
zdG}a4$uROc^ixe<a4rhcUg`STw|~0?-J`lD@h3BGX%NBhdDohEnGxm2ku!oGckJB0
zakc!W^m|vt5v0~Ur^C4gpkPClisB@#)>A_`YYfS9!(X7X{*UR<5=YWG@;_a8v}z})
z>KUeL{1FtaR!`acm<`wV&0NG15*G^Ui91i=*pOyvZ=5zQOMmRwcYHX}t#O<IhcUsf
z9z@dg>fRi|9D?&Z9b?_aIb9z=s>gv2^!nEXZEY%&tfJLll=shJUr^S<A{7!H7)v?3
zKSAH!EUYIm|Eka{X@irjm*l7QY+Ad&r@BBubIJ$avWw2!WD@ZLF)`SJzk3d(=Y&mJ
z)MT0b=+q{G0*ap$vYx3Erb9&0MG*iY<BDi}>)w)nY-!<;8yKrUlUzTKt@Px$;QN8S
zxg@Rq<nB8(KQ1@*r-6<=Zv3PnMuj)N2yb+V<HoSu9BWh9-@9U?z{jQQL89s9^ld-*
zE+1ccA4b)14JQ|uI=?8~q?A<k(8asGQ2yVnV3XFn|I2C4|2-&LV7Y<PbYORvH^gI9
zSi!jppvjLzxZ+3(+T?#m-F${T?GH}6o7vgd*SF+*_#djM|H?wZ%L`?o=^&+RerZTj
zSv%eec~^BL(^_U&xW0GG`YtbCcD8>I=_j+T#IR!ofgNrG<$rieFd&E&7i6JYGavjp
zdWQCC7HzFVysL*ttx8$uhy?x2U;X3vmy+6EUcg87B8lODv&G26COR3b@ngfq=As7o
zaB+NE1ONHYGDFB_UV&V%epUvuzw`!%;#cq>G~m_$LlkXlBy#Q>tP(Q+&2|Hc`-~FT
z$Pg46DO1x2et1;qbpr$8fIrO7%vev39mC0PMrLOH{;!h5-@D@x^RE?Ph%7B3Z7GH3
zwNN!E{0Ywc6A23o7prXq<G%VQ@jh{v6O_-6U%wC^Dug!*Bw<4+OMZTSaHIiR%iKl~
zu#YZFyzAFzeza0n4q01CftpIo#+F~wXq=p#y^8lG`m~h;)IyL4EES!hp`fzl?{aw=
zE&$?ypo(zlo7BzC4Mi-3@*mqOpmPzt3ET?Nva+(kcV+<2R@2MGJONrq6=+95_7>r%
zh_(zrGq<oH1Iq*yKs9K<a}4p?1FtE73A>Sl^gx**)-s^7HS2RCU?;of#3T3#LiEBZ
zbs+?b>+b#}PUR6XGc$v3qpYO#&k1$F7UKad0j-y^C4?&ES&H$`3t*=Jr9)WC7Y`z@
zVqkFDFDsw`_k<|5$6x?}e2R{aSS)~ai8z{oY>(JC{Nr~4O8y>@1V23fI)b+U3<$o_
z8V~-`Nk@wLmf-nBw@n~J<3Izno2f&^r4s4{vnBUtn*<QV)1{+rK_v%*1u^3Sg2rJy
ze)TUvG6lNLm={3k0^HFBN<A63DX_S=WGUytk`QqVLA(^eR09WK#zlaMbNJa18!|Y(
z-rCnk@I}rK@E0J70HcKiMv{_}2$&-P{(N1BZ|u%#pxZ-a5DmI-D0CI11;C=<4j{3p
zz%3hq_lEs)@4NZd5F#onM15yc%0+lHa3CqRyliNAh7iU`{cCIA1!mV`l6eNS{W5Tq
z`%zF(mfE$yZ|}G{(T*5HfH@y<qDCNdq5#wQ;^j;5aJYgTdPl5`fKxNYKLSA=00f=c
z1|MdPvd?E{?!d?7sd)j@2qV6!Nfe<!3JVKI%Iz2smHlg3S<LgmTO3wX0=BlcDz%;-
zfu}nl`Xl~^RlwN-!W0@2akXx)IS`ceIq0@#pO1h4R0YpNfE`JNJp}*){60RUF^zy3
z7iTVnL_{utgP(va&?s0Kybd8q1|6D~mUd=tuK#XgID<SVbOlg-!RN>bo-#q$tLAxY
zpT;!zZ{dIXd#VFMgoD<Jzy_3*lwj}?gir`zs$mVpB1+B0sTs)X(!k{c&53w0g2Jr*
zkQ@~lHIcMFZ3~NFz&=o*Hb8!R4_ZC}K7Ma<7lJwitPLy)qF4glg5XygRnDPcy8#Tu
zQ_$9}9UT{;!y*n_IID=Y8C&%}A&BsZn2T5}LKo#$_X2hhai0V54alXr<z<9$LEu=V
zVSwQSvA6%Hg*wnA65wbC1gzN$VaK&05EBET4|#fe!Wey}sX4VS1nmJ8#0jGvp)ld6
zE5rHIH_rzZr^iP|kfH+jY-4Y~fLKHUzSTvk_Z<qbzOg|;`v>LIr%#BV1quuz<aPjz
z#0!3k+Mm4a|F;(BTEY#I48>9uwwKdFcH#fF`^zte^4|OszSzNA>`Cf@*kS~1xqt)B
zW3n<aX@_w@F{lUR89<}ZaJ(R=rvfQ&4}<S%IY9f?;NCcVK2dIG^w?>$6Jd5hwZA;_
zx>PRxURb#M@k8bi;`RkaIRU~Qu+tfE^_c*wylY77A0v?8H^)thlmI*cw9T~S^y4`U
z73Jt<o~2#Uj{d^azu_N0ViIFM5C4mdV*qrZr6?w+G^T}tv<J?JfQqUI_!%-V%R%rK
zKwFG=Nh$b^lm|fC2K2Sa0PG~)e%JifIz`q)2w<Ec4<8DICe#hk;#aecjOk_Ln#yeE
zVQT*hZ3$Jk3+!-7X3g8TC_qvn+%1?!SrvC~059?U9uOoQfC&KT0Ww|zG)T^r$wNB2
zYtquv7vQF6J8n_B1Kq{$;_Sq5ZL2R0116M+h=@TtjglKi0KJ3sI|EKPkNEkAEs9D?
z{r~{e*wL|yH;Ix#2W&|Q2=36;(!u%x=O^#*5%?)GAvT4iLheZE?y|Dt!pZ^keVl+;
z`pXl)xt#3mIk;Y?Vz%M0N$|huI{bpnJ0FhM!l0?Yf~B1KWJM$bW&<W~2mR-#<)jpJ
z>t%2*gmNu`I{ycjk7OW*VOju&Grp=aLu~JIW75r?_@Mf7XV}n*C;CsJ1|ciKbp@pk
zLb`i>QE!_}i@DY6A1J1YC*v1u5UUNk76=-LNcg0^wNOCyk+{Z|a+75SPmfM9I9lPZ
z6q*FSp2*9#CnNZrqYFpk5)#iWrz9F`l0y9O8avlJorJJMI^AlgPvnTfQ3jb`f_-a&
zKbUf!$3YMy=#(m8@rkTJEB3bFUbP2C8}oZ709DTd`)q0btrHrKfSCBh^p+9gY6vEd
zO<PC2<(F`Z0ZfAG!BqsolwnT#1HI4)IxpCYAm<P&9a-q;=x*~n1|h~L;I0a;d7+`9
z$Qg&ZIbFo&2Wo3<j@<9V2WznFEb`?W+i*m#2)riH0?0H86UAVzRrVn;i+{k}t+kLD
zsQb4AD@}$)+%BJ3LX(nupi9GBz7daBpgoJfEfxIOGtP5FtQ-0rvzFN2?r%=UgM-v(
zc!nZ4Gy%_mhK~J@O=f+4Jz@x`T4ea+-_sO`n;C%7J@HjpA%TJOz;DqD2vpS{0OEuk
zVnGl~m`iO(4Wbc`L6mPYu?+y$#t6FcL>bt$(?xHCTgq{+2P_i+<Tbo;nrw#SIAvgU
z$oSxaspBP}pMT)kh#o9XBO8vEWwYpcWpkJ)$OwVUlpRgEA>{Z%TPSyto2CQ22?8KB
z88A`-lPz@I+Y&I31)AQ5AxR`J0LM$PVtB1Izc|1HEh45}$N>^KVv_f&=$ol904|9h
zhpOM?zI<$)z01S%(@<%!rTYh6qY%VCoyb8S#6c18ta7-inJZoV<B)Hr|Gd`RBKmt_
zdGyZ`0_eo1549C3U}Rw6QGNv!d@1vFS3JKHE3E8iav?jyAwu0&RL8%aT(S9T5yz}x
z3SNXNE^!1)kFjg#c{fA%-uZeU@8y8^r=$Gm{pl#lMi-)2dZB-ia+@le@xsgD!NG<4
z;6E=~|9^e)KQCHG`Hv^^mH&P@Itsi88V@QFB0u#?#BF3LeRtOuT<VYuE>M8^3Z6!9
zCCOi*UltpNaQ}qpLyxFm*Q(u09JxeAYdCyr_v*G|0!M$IzmbcI`iVTUXg3psv^4UG
zZ>z?{m@K^OtObl<(E6sfyt~9!leBc@yM=I2!L01W7j8QmUKBDYTzi#A{r8p{L8xPQ
z-x$tktJVnq@R7*#`&$N{ZNDfq8@G;19mC<;V=R@E-Eeywm-TeSj%5m-KSb26HeX8t
z>8bbn@8bL=hUJZb;0DTn-u90A-!FPY`R_M}LGAFhGK<LtIijFYkV}d_RpgA8Tm13e
zkYA{!{1FD<(XK>1Z}{ucx3S%NucAUnC%%^Z^*d|JJ>ZMeP)42u)u;AJq1nv=%lJB2
zL(BAbA1*ShJU{iE=Hs(JjN=p7mfGaw8yYtJ6Skv<Uao|;wp%oE?1<Z?v?lR5WU?rz
z)9%#}y($&6-r{=}AR|O-^cM42%tsHny~~6{ie2oouOR$Yn~U5mTiv6-K?e0$Y=w^v
zP`Sh!qM8FoV~!@NhV2|UiNwV{k1$T@J8IzlLmTcdhUzNLI-`7QEjfacIB(^z@f%Mo
z>tmBi?{@tV{pTjv_<4(5mWG4M4khNcBo-^)O<Tr8aYV=NRWGqAkXfdR$<p#&qTZ?v
zZRUQZ%YJrEzozV?gO!n91v-J3I;SMfJ(R!+-smECky|e5tf{P2(z{=FM9H7%&}Yf#
z(|A}>i}k1wGRV`~d=BqSACO=Qd{?bn#=uOy)64m?adW;eK0DRFoFTY%s_pK$J;!oK
zKxY{XI`0!39uxVDLKkJ!{Q!frLCK~gj_%@0YZ|<s9=(Y<{VH^QVczh_!xiR=Ni?Nf
zzl^NDUT$r+;v5T&cNX#vw0HVta)ift7%^Mcof+Txr6t4AdbM<koL-h9@JNCj?^1`x
zO`64aQAl)l{Uk{6&UMV6tc#%}PTEoA0uNjDTN-wHM=rXUhXg}q-8<}cH)IFDixG`K
ze2KN!<rlm63CqfaXY@Ru0o-OuorF7%-@O%%e{J{jM&;6r7Lsp2oCE!y<I&Ij+?DXM
z<THsaKYo_#UwuDTQtuu|LECs#N5=u#I*Y@+Y)sRBeDz>Yo{}bdR!{oQg%SOJkj_Me
zK4B_$op|?Jj!H>Z_PMthL#VqMGl3(!Q~HlxpDz6+^|I;!nK)=m3icvN_0Wz*`Q7B4
z=;QG)GT}~~zr!31*TP7GTJ<m-nT^JLB^EDP36|pV>@MZ-c5cR+xAWNGNZmb2v^gH?
z)H!jxcI*tVl@X;pH_(tB_ZYv$wUnlEYm&$>P@tdEJ*J8xn$zP0s@tpBq6Y1jt@$>!
zYHYg(LV8#AL;2RTyOHTRr3IxA6LcDB826ODvUEa^93L?8>KBxbJRkJ`AydJXnE5$s
z0~s6(mERI;QAoI((Ei%B?TJiL{E`q{FlZrSQrZ2La$Dt#RK<-2E5kp&oP>+%1+MM(
zy1PT6r=M;R7jV!;qLFlIw|~6ZSvz%CkS^F9t1h+e<GmBS`xCsYxr|TiU-0TJr5DT{
zmE!O0*uE6rMx|eoXJcUE47k?wmEEdXa_nQ*;7ZK;W8x5|=t-Bi!qJm%GMGh0Z3k#c
zOP|M0j9=H)-P^JYJl0|}Xnt=~HYKfR$Ey9U$lU-p(L`D`lru?`C%oc5NootH)vRb0
zwI)5Q0MQxBJ<o^nbhWnw+-6i3*`ylGtaL9+xYbId%m?gQm<J>~JL$gCPD`v8a5}C(
zs$MK&cJ#xZFBEdX3;)}}+3&tHQEJb9-)?@px-cQwuWqdJlR-W)fs+>|)5T}e1@T{!
z=b0B}!vZ|QMTw~+qs(tY8_sDkRZ8i<T&WxTk!WB=5#+(>^E)tu>!A}}&J<65r}m!#
zRndu>w>Oz?g${Cs|6$XgOMAN?k*<GG<#X+Rj;gg0@n{dTfwT?{i7^YEo1M)Y;gE=o
zMFJ~}+20n=o8;6RJe0)=T@E~$vu>WDXn6Y(##WZDjxlx`I(gpU<F_k#`~DoG03DC6
zW9rOijh#!S{9Yi|rhCFo=_P{cKJkO;%*g6b%@iN~D~)dCBvphsGX<x!84mO^>cYGm
zI+VOkviz)pU5cgStX#jwh|q45TeKWo!<*25Enei15^G%!yEf$g**$k^%9g2G{}q}^
zg);A4cea3GvDrcj(V*KsUz41zPf)Q>L;Pv7(@>2jwJDrENkdvKwD*H(Y!pds9Tyuy
zWjGH-L#?YxN_Fu0=uxe7ZjFkY!W&VVd+UX4592;3J^#f2?y53R<zD?6b97<7=Dm%K
z5Dt0*D_*p;CH5-8K=u%nJkqemuDdqLsE609`a+3`-M>(K2d~%uY*`%&vxv*`;dm5v
zEX0b<@5~yIVy=A4<;mtJ^MppW917F3@~Yajppmt?0BqDW`74r6Ed)2O@{M!pEIgW{
z!NGRIzCkmoztxfDbdR7(_QWbIKd7nh?t?Mu52|lh{1QS6twZE!c_!X|q9n9R5;Yek
zt67&R{M*7cw1!?8A49=l`|G(S5Ct?&i~+pOGdy)0cf{vD3rzKxUu@O+e_D#Gx5QQ^
zo~pO(r0Eh^8vfm=pp47sSJyce%uWBUty=Z=w)(;*OVj+pL$}V;T;$RkjU%%Jq|}zW
zVy*Z#6+?WNZFPL6w|8E!UJszXXmQq{(l1aCuZIOkf+9sH>0RE}t4y@m3__TnV$8jC
z$;p0e-B6h+Z^D?p(HXO-H@Ox9)6S_@qD21(XN}fC#v69C*(aFw!AIgh-X28Kli4`g
z&+{)dat5+XI~A-Zw&!MBK6_3}K=-7SYuv4h5|ayNg{3F<gf{7XxucQdO&0<J(MMLt
zcO7%GF<Pv3HdI^tBg`>b82L3(ylbE7QM{_Y93#(Bm;Pyzed_?{laBFDj{Z`sLKIG;
zWk`1EyAZ;p!0k^)QKH!LcdrCu572IH_{CQJ+5d=%#k!+|Y9y9HPTI^b@h1Ffp2@pf
ze*v%C+AkE>8@ab-lDSiL128aoPS_t;^dy*x<JqLWJy(rk<+YseteLbV`8Ha3Lp@t~
zvFXOmE_3sc2ClN8V7I;N(|U8&JOQjOzuG#w>Q4m-w>HGM_#egRH(^-vZWawI*iSSF
zGM;s&=FOH#+p$Z}=Gqh^vB`I^w@g-DSf7wpRU`~`BmoUugV%vz9^?0TZW#&}=eq@r
z*7t1D!O|oJ?%{qXG?n;DwkTTHGTe^biPu@0$PRwfJ95YpDaT-?g=3Yv(Mkq}2bj#&
zOpq?n*?Q1ZNV{Wy!IxCbiVjoe2{RF!t!{k#4Sj6mO>6%!OBkhl1Sv1ExoZr@p;!9i
zPYpeXN{+%43o#x|EIaw?`4Pb;vG}SA?mJR`975TiA{rmc-D8@c^kmc3i15YS5iHZt
z5uFrBIvM8XV39Gol_hU5ljuSff@}M9^D(7!>H|v0mE{KI^)&j)nDT|=hJf|uh6g-Z
zs;|_ZY*PE%JJoOesxN-z(WMge4NqC|b%L#ud!;w6p!eVKQV$w_%)dm!ci(RtdmC68
zK4D<HVZ=~oSpL}Y9U)aocbO~B8`Ed&E8OB(_pxo}9X;m<AmKr9qGUW`l>C6ZeY7I%
z&$xz$odve9;K!I*xt~@e5|$haapEn~Yi$Bols4CxHDja}3GUKjm;MU)gVEqeFu(=x
zo3Q<XvX^#nrX_{mB~NJ@x))+^D}%)(>|N|dJX_6(*`Vhi(55@@Yc3<K;-mVt`m>zo
zxsIJBo2D}T_@1D%8ycGLT>G@#w_o0+dT4$*9t-nA?l-knh1^d@%`X}8a^~zciupO-
zyT=%!p*C$ct#IYI+NfprRg~z*M-5#;LF@5PA+9OE#`XA{X<@`;i;#PUG2xxEE5s_=
ze~b!N0~9#}b(Z}}J4=VcZQ8EXhD>~4lNf((CHLxA6Eo`BEg`OuPK#0E;~dw=f{oQN
zTUByH1lbK{9lHI8DrHqaoQ36$^nT)<3E66@x6HAWNBH2)7iLa!FZ~(cdq5!^Kx^rI
z)jqJ!L%=V$$6cjHpuf~;KtbHdLoTD}fiaH)g<e5)+ne#xNh4B9eo>8w#B0?X$LKic
zYDLN9-hQ*^0$*7EveezPYPH0agCNue+rTQH=KS+DB~&sm*$i{h+ak5D7>K=Oo6|Ev
zFVt`A3gk!AQN9Cz=-ulKG`N<82vf6%TrA_dS#p#Moey2z53L3C!X!4)#Y)vBD9aND
z{pgEw2k&w|4h<MqI?$w(lWfrV5o5x3Vto)my|bCE`iLvu+~=vH6_p8|Jip+$5hs^e
z845|jKp2N|u73BzGi$tin~Rd%J&Iol>U-;F&3Br6r*UU=MrPP;E4aNxtgxkNO<HYV
zZY4>oI%DtjQQpJKakZVGrkrCv`f*nOcSleqAH!aOnMNdPw@pxJ)5G*-ps9r@uO_nI
ztFVx}PJWmTplhk7p!qqwG$Oz&YqW0n%Vl9x(LIlG&Qgm02Og<MSj?B&kC9jzJN5xj
z_4m1D5;UxWbXy;_$hR4u^z)hD_(<zmj1lt7FP}I_M^dIoy*V2S-MQ7mWq7Y$Z$djn
zuYXV=N|@KLU7Y&fDR~$}>)aK>Z?vz9ZRw8Wxl?ldj_-3xEZ@Ly9iiY<t(jrf#0#Kx
zlz61Wl4&>SANt`^hm0#JrX!Wl#=%eDaepqDlRZ`NwTPIT+m3IBo=febnfQc_Oa)DJ
zx_qa0Q8m^%#uu_Hrq1CpHs?}GtO;VKS%GaMKRRP(o{u6{*<+aMK(HH_@ut#&&8;XL
z@(drxrV>hkmsa=ZYt`BfW-oTZJ4}4ANPZ%lLimTa&Sc~tGhBZO*kFSBJ^b^(-H-kA
ztx%NY|MhP5|F0LT`)6AW`A2Anr&m$pyN1SOk(n^mmH1+;eC(b4to+!$Yfq6+em<QA
z|0i5Gutah2%sclAwM&1zFlx^8fQjkHsJVmZE#yl>>D$9{zwtcbRUq8LytmGXum2hE
zSBc5Nb?1o>PEJmaGr)ZN&!Qy{7t6kLX6jc1_9nM+&m*PQ9<Z@xKzbVVyEyzz6h>s*
zeHuYLmNi!G4sOh!KYt#w47>iMiv%BW0@yf=V`CydL%M}pwB|vt-0P#$NH}MWolj&U
z4H-gHS5)o=75MAdgZtdYTqQ{>Ik;ZFI>oj*qTPn1VzS3*aqg6_k)PMNVR~&S9t0N~
zsFKSuScG*MHWo7b2qC56d4?1@GqVoK6L5)=!`m6mTrZFxeRa5hR`SX<DXAEvLJl#v
z9mDmhb(G`%-5<4biew5*_;0sLjSY3FF0l*N(j!H_w`=jLM~nZP=1mhk`!7h|r5NYG
za|!>n!_bQtH*$EXs974nZpS>=cVghx>hn==u}9VJJ8e8W`JRR{V%}Sl<}J;Jtv4hq
z=x@!xnwxKN*d<tYApXYeqH3n+r0VSGUgF7XVci-M^g6tZt(4rV*{S5|3uUXvzUVtS
z5p3ORPR-4CRPBea;dpL#g?!qp<8qOyq)yN}`|8%UJ4YzIQ)IV1%@jjIxgIj`f;-oF
zt+lm$YenGVQ4ZUWX(yXC8jQA+RN}XCI*zQAq#bW~Kg_QX?Ut-!SZ5XlF=*YNY4kcN
z7&XT}`e3uw<BC5znfYq|gvf0#{MX}Q_syu2q&|*^{%)Q_-T@(hc%0qe)?Qq=37j_6
zj$Zz`Kc&K+*}U}Fbf}ip&PJRvaj?=*tJZ}l#G+EJV51$&#Z7!iIj<Hf&cE0L(+kyf
zN7_#{+A{)bh_1qmkzbfeXEyKz&Yf}2c5uyZczF>7%oglC*CCU)I>Ym6?Qn5*tc^Pe
zkqvG#NmzM8Il@%7xb#YiE}k<4wSc-Y_l8%<v;*n|<|D_3o~^{ouq2J4*c`Tvt93pk
zSNGcMv+;TURBU1gV16IfDwPY?%A??vLAj`y)ZY!Me0BNT597k)W2DuYp9${=-ii<*
z0y)F!3GZh`3DMK{=em8$bK@wQeQ>VUEv`E4JM)F#TAZ`L%E8T%&><z^v3H$_WU=rf
z1+|QS#O$!d_*{pTYA)5RwPK0ncVqkIc_AJO)t`vZr;7xJp8}IFSIBvlLZTAPq}?M=
z1EDe`#xp9*QS6J$5~8PA=UPH7Jq2qpP=;F^?=1zssw(WtCAyeP<;TCJadY$V&llZ2
zjMl94>%(|eMnl7;2lMj@k5ua;Iqr;}+Hlx0D9&KsnDd*$MIk0uMcH4Q)mOCli|cvq
zS4;gO#UYA!aax>3Xk>m~JX-P2lDD9cZtYffk*ta}evgGv!|O)=o$9t3^rHc4+RQ~~
zc!0T<%c-6)Wh`e?rRm4xC0{+WF1Hw4<&IU4#y$79R2`}aNPKP9w(trrHqvBd1&BIx
zccmz`oMJA|pX+~_x5q9TF3u?Xy6W+X1n0WJ$O`^s3{vdk;tOOr^$RV>)}ri7THe3-
zD8-sX^7+D9UQ213>a~&TN*1P+6w~qk-b<m5`#MkZXC7CZD!I@ZDE;<Qs!mCOmP3Dz
z9`5e(DBa*DclBGA*PFscTbwyNk|NNckh|t^dM01tXj`CD=`zF<AiONIwTX_Gf5Ll{
zCB}=E`H}xGzp~?PEjlBM>9A9S4VDzEkeRp{jF}apXQCt+{D)t1_sX@VNb95ULW(Sg
z0~RTUu4o--Pz?0{+gyK>A&sHvUYJdi^(v;i+cu*S{Zqv}9ns?E_mh*q9wN^Awv$s?
zR9)>^C*@jr4Ebk0Pm)(%N<)sKtdHay$wv5NP^;gc{BjJB7jsHU_k6QeUetw!@r8T8
zAeB(l?T9p5lT@r!4mU4orA@0e{`S$y%EDtiPdOTYm(nBM)l~1Q<DnO>_9hqoTT`R&
zYE#3A7|tC`e}|pk**jU8I$77VUzwSS>CrM8JrG{+oOZgkw>;*>bykWNZ=q~g(_PN<
zmF|E9nH>*BoNQ4uMT}n?^J&gm8A?MdYnk)JoVT(qk2gxzQg%OHd$qYCUQqO4`znRe
zd%XiLXPdq|jC`-_mjn5?C%(}vxWD+g^xl`@Mb=hgysP!jQMZ8I(5Qj1S^SX@-_wg1
zf&7FOFKn~lzv#Q;e6sbt>f(aKQ`7AD!IRFThB6a-l8fW$XW!@@h0U}M&X-j94)3bV
zR%b&m`=a6a=~hzpl)$WTjxWlkhdP^O>?N6WKW3bTvh+iTyx?ldqKn<AK`mq^AH&1>
zi~U68)CXVR8_!N^l{snm_$j>q)9Z^tAKJ5kJL_{s%J#Eecp-LoFBK;}p8McW3P&to
zq;RKnYrSZ1amw*^o;qzq73(=A>9KfxrB3T-sr#}~ZDMzvhxid*vyL$T&$B=K_&q*s
zi(IZlwJ{~@3Sa&lbls+S%AkzjQ?rvqAM)m<TD@D+aoK(Y`}@^9Kj{uCowXU0sDzs9
z8x6SspS}KGU)jZU`OzZAg;%cc-hJ?{J@50W<y|N2lT2@Jo0jz^W_Nj6!HqT5J%5zC
z3(D`lZ;A@42gZ(Iru~)A;tjh>i#}YQn0IO0%obL5!zJ+?k-z;WZC&3|U4L!y!Si<t
zOT*);c6X$k{ab$Sh|0|QzY4Cs`uO^~@{HQbr81Ur=bp?jdCu;9&PIIukEcxkzWp;y
z>+N3gdFHV<Klg}KuU)TxM^=XCW%;t}7i=CrpF3B*qx;=~xz|fpNB%qZ`*=m^Y|pZH
zp1<6#yiMii=6uu`U0wJ-xc!{fy!Bg}>Qm+~xS*3BTP3LO_4kZ~bm6r!-Ie!q!%H7;
zE$=r>KKcC4#DJ^Yo}0@bynFDR?nhq!+PMX(;b!#(bKcyU%)9RYDk<yhE#B52-$?&Y
zJh__Hg`Xq!db;|}o&QzJ|8IHsX2IF3kjNEp-Oo_^f35AyYbOt8zn6P_^vhzGvhq)>
zqpPmWe7Sksy16oUOm3a+&X;{EetoW_Tg3lbU>FMc0o@&===kTl>D^anSZ0-khSz=0
zk;_jNEzZqZo_2f3pRI?i>id96qyPIH;4O7uzxO3h4KH$c+HPf>@a<jNhv{#R-<XhS
zRD9>=!`zS(b|JmDM}TF)^~isfj*`aH<rW3cn48$_^z-iAy;8D^ZpHjny2BTCw)fG=
zaQ@9EYZ+$q>RJAsxBu7rk`-bpz#CRy9L?Qte<3F~YSqHxxsz_l9!^YtTpgPG{^rqy
zXFE71t$P>td^6m?vtRyJ`^;De+@xW8M;Um%klLZcv+MG20(Yf@&Q<{4^pRb(yEyaR
zot?m?5Fes%#{*}cfepGJf9rsUTmX;4WwEU?xf88^=@xJei4SnSK!Md<;4}_!Qf}KX
z{X|f^W@53^c_Qb6fNh;l<0ZBiN<p_NTrxwNBmuUR_G%$oO2DS(%3J1Fr%ug%722!h
zaQAhPVgRU(^%dC0O1`Rp26$`G+PfkXHv?}e+It0br@#{4z#rMmSLLsITV}m1Gbk|d
z;w@jHmB7U)jhVB6&SeGN+d0wf5U6dte%UXzUBKyGa4VA?=vB~hetfc4pfeus=H)*P
z^IGuf_g~;{=mOyRcfh411r{<atf95Xmk59xpu2!>)0}<QEg(RkEfI8(9B`=vJD-e#
zv9a*!O;?09p2vLsDgiw540xmr=#V-C9$?cGa*60I24I75mDQh{Z_9w!!U0>zrsnsa
zK7HDt)-<trxz!y@8NR0G=E9vZz@6v`+i#14Ta~vsfO<}(Z3dp#)(LEeJ}kJx;<)^B
z=l%EjTdw;j2JF-AZQc1wUj=x97hn70XEXONvjg4_1DsrII}~pnYRwRKKS8=JQ239?
zmnSi+`O2@J|8e!*$KVg3zD*{u!SpubFGGYaXOBnrYT0j)rt>W}aI5v&C9#*gz^&G5
v;FOy3u7{wuyx_!R89fU?tu1PIw|@LDIFf3p#!<SM0SG)@{an^LB{Ts5;QwV+

literal 0
HcmV?d00001

diff --git a/docs/images/serv-acc2.png b/docs/images/serv-acc2.png
new file mode 100644
index 0000000000000000000000000000000000000000..a4e33e7bea6aa5c4b423cbdf38484e9a5c22d9c9
GIT binary patch
literal 46096
zcmdq|WmH>V^frppQlNzbZIKp-(n6uQ7Kc*Y3Q2Hx5AG18Kq>AH#odbr*W&IFtPnJ~
z207vPf6qAQ9ru1cXWVi5lEoftuRZtNOXhr@XNG)Nl)}X(#YRIz!<CW#rh<m{v>6TU
zNz-#o)RkSF_%77XGsmwoz~`txujj@;QU8-TNvJykz@|>F1`Z}@X0~7(6J|#v2NM%p
zM{}^#A$prIsuRa!CvgW811AfxEj7@>#sm%MY~pBa;7-lKL#+sQF|jc;aiHd4<KUuZ
zW9R4K;OFF`7E_4M9u+`CqeheYCI)m%+h2wNfwL_~54^Z@oUg&Ag<A&S33`i_FpX5P
zz$d^k?}3Ih)t}y!!J1^_Uf}Kz3T$_<=lS)1a|M_&JpMbiQCnC^uy@k2UL8=wcI}pz
zI_&!87aZ5U16Sd_G$4|Mg`t1N$&MJ%Hb@%DyH~Gn1J~iT#BwAf`!%D&$h6aBA*7dL
zn2IdBY|FzvQa*{zV9dmHIHd=k2^l%4U-5~z{P^S5*XK0l`4!<#82>eYG{k&ZB|=^M
z@hT_fS@VAlLtw10+T)e4VU}->upb*gl@*@qJ~p1S7t6GN{_j>v?iX%>kHd8r(mkno
zZ2WjP{r`u9)y_qi`?6Ut-hG4$^GWQ%`RV<2(B#?rVjQ5oOVHjb^9yELZSnuSv={rV
znbvv{!Rqe5_=3N6TksG}q31MlEJ1HO%AgB#@s}c2h-&}Ow}wf^vR%&?j#RPQuHY9w
z0n4qZ{{P-SER6)!^Rs|IHr;Zyr6|p~sz_HSv4zV~@07bUL8{+ejt@eM*G`(F`U&OU
z6j?1jld5A}S0QIM%U}pfYWSdfKwcz!Rj8ftwets|YRd+%?yhA%+sB}!cLa_ZrxCy&
z)R)u7;OG?i%F{gEp%w0D(8hX_Q7cEl+VZ9;SVfKQdhu?Yb$tb%Z<(1|%v>8cH5&yV
zWAWDM+A1(9Ak+IE3~}7pb6Agpc}%;nFyvpL*#(FCf4q2I92j}?w)i+LsQYj;#<AZ0
zN@AOmwBGZ@v#i!}9J$iOwiML-DAzze`Dxw3{Ykd}^3Qrwbd*y!KhAa`zv2Zh-o3Kw
zs;%;yA)xu1g;pjYYo{>%J13)4O7_@E=cJg$KYl+P6j%B=dwtXEg^SdW2zdH?>{%j}
zvj{Bj+~V=g93LZ^z`b9E_uKCy$%cD4r%edUSU188(h}=^9v|)g<|x89u|ECXg{P@P
zTXN#;lHvsKI!jX+%xemKnT@`1`;;-$&XB4i%ffX3^t5mxDV&?wNr?#L$!ZUJD+BG4
zfU#o#P4<3G>+$u>Kr2bEW3urJeYlgtqepGt9O;@Yx<L4H`Jm(PI}oKiyhgZK&8Tm$
zo1hH)`8{)`w(&EAd+U!FGe<kcpEm)BuDeb~4nRQ^+sL=he}r3QO!=+MmdTUT#^Iqf
zbhg+fx@B|_G3*y~1Vy7>-|o6(y1TpeWk2W7miAAcmsSVC0j;a(zwg(c8O?_cz#QF_
zJPN%yLir|R*plTx%&GKym6E%POr{2SmN49|k*k#U-u`2-(D>K3MY52#8euvxYs^mn
zG2~h7i&$rDM;~?R^H!f;{$Oo-ij@mPRpy^V$%=*pt_gsvh|Am8Q<J)unOZ%~(pp-8
zq)SnnTJM>|dzl7>^t`L=hsye>xQ2Iz@<oJ)IBj({d@tD9yVcc{A-^-$O&pUrItrzB
zFHehv_2Uj64g}@d>8e-QeP&nsdkG1;;<$$c>NUp1uZ>PS57NI4_)o_jQZ&?Jt%&f~
z4$60T59iz#9z&7zfS(~U`qy>a9E=QJ`jiZ@1Re|b^zmGoVVdJ?@Vy(dL5=ii%Rk}$
zNwck%;zF&j$+n2UKDU>d`c&tQbUE)6xwjvq%8RqKvVvMVYa%CJbMHmZ&^!ogF97Nv
zPN7CE_jMO}w28pPgo1tS@7<d5jyCa@xZ10@S;QcY70YHU!jzfQ2jj%zlfXm)P@eX2
z?_P@JB}c@08RH*XH4P(Wb4AcrDC0tUiFMVdKU^S(F}E@VO{j8jC-$^XErBzmtLc=7
zk>|kdK3{R~3cwTz<r|=+(oh6wURD#w*OkizVlK|mf*1w(s?&*0(k%fq(i$7-#Y1GZ
z`)s>YO$=Rg_kSIhAL>8BPnm_B`KNQSO|@>oR*or*c9;95L4D!g*?EbDUE_<D1)}pP
zYw$p4GFP>(HSrjPDWG|}^QjtWE9WT?AYIhH*vM#8CqCaNRX1NwUNaeIWi<HvF2}rl
zvzcR@D=!eKF%q$MkQr2vhU%uH(RKGXX8*fIO?vSvdQO<Ax2+P%v8qX`B`Cp;Z(;xG
zG@-@V2pvdY$}fK+!-nFDI}hk-6Hy&FTkvrq&bxTJP~_9z`Y)Ib(~no{P1Ll_Y8rcR
zajN&f!uFruu4gWel8sX+YTVhEmi^YR!)Ur~;5ClraK}ES{FLjJ8mupJ>e9kmnr~M?
zMQ8H;L`;B@@V!%IkajSpP3^ym3K4Le3RR|<m@@%0Ox2RII&0W@P4?ND>8|U=64Pw;
za(D&KAE-`4J|57B;<5=fuO<y*LSwejiUF_9S-Rq1Hr2;;!n<gr=&dx6>K|c~q!Ch9
z=D6=pV^eud^}}(;Zf`XQ@Nt)TGFFI{r!ha60XA(4?p6&JBDtdAXo^h?%m47edu+Q-
zg=y1D(;J5qc7nQHYrbDG@Bo+JNE6D@5N0?<yKDp2x^2JKm!Gf|L|-BdzGl6m(WAiF
zA%4ySxV57}Oa>re9Xmb^&>#7<G(a=o1UP49w?CpR&x1E9F>ZWnN#3BzzAHOHSK85$
zfLrMcCey^FrmzI`=_{*`Mn(h&G!om=1RrtA;E}rc_77h|$;@wlznpbL!|h8UO-Uj9
zl!CLGbJ8f=T+mTn7^Vsl2*$6QY%O?hCb$jN%XQkbJN0xcf_)EE!dm=AibusKzt`cS
zSyEHg;}6kd--HHf<f2af*Yr;gK`!qZW8`lnmwerwSqb+qnD?@iCO<8Vf13u7%ni3&
zP$8ImO7DFbRXyph$MtGlxdDxhBow&tSd)Ll+z5x+{H9Mg8pOoyZ8aHNx}b@_>Ut96
zcNSj|l}2(?qH<lee=)cBVe{r*&dZxw$1BaglDmd)>-=^-n=*zEuh4Me0F!@#@QV~P
zxJq?z2<DZrbvMpcJxIloP<kZGI0wg5@Rb$a!SQ?5k!NSbyY)y+O@fF_Zh|kbsVfh0
z6Fvsl0F%;<m#n5nAnl=$B<GV>fXwNRU3!MAK`7R`jj<r|<sjXYj%6;yjF@YUd+2d3
z)JTEkW2m*cZ$g^b_-Bk<i}ox_p2OxJ_<||1%?j?h3KP^bVH?Nf9P558BCU0yGEd<J
zK30yGX-B{4Cn_y}E6CD<jmnkb+j*?^5AUr1weHc|y>DNucMRu1v&qLPprH0WY!4jR
z&iU*sV*aOO-n5IfRb#^CffLxQBGwa%VJz*BMf0Np@werWb~_6hh9#rk#vY^w+iQGb
z^Qi-2LI5_?u%{TD@vsM%<=qT3T9UOq!<z;)S@UM(C`<_%ND1tA5R44&c{}qt!a^7~
z{){G}drbr%et5NVN*~&Ih-*e_5z1NFq8U+9MR~bn(!jqo<@tn}oBSnyJ3Np3dG|un
zU42Uq-r@%C56V2K6x21i2K(7wzaASFV5-`W7L8vxlL`~NVq@5x;yez_RB(Y$*(`PY
zEL#c)Ju{e*DR9xdq7#!MEgFCFdn<SUXLjl5=6zv&X8LfB^pyk7?3Dcv%Xq^XXv|ce
z2FLBR<pGmp*?X@RPod?(z6P*QbDKS$-?6w<;QTw&Z>mVW2^QU1ogco{bz0MnsVnY)
zONv$wdS+jXM&69&1>cM)w)xHhwL>Z5JcZmc(xnD;-<Ag|rmZN@A9Rp^XbV7{&6yuo
zTL$QojG$mm&+`_7p%foZ{1skGU$xFQeD1k){njw(sCD19{*w_boKFJZ<<`1NJ}ncq
zw+LqzBlrHkxO(B_7hO<K0%;4}-sW$43cELV)G?N4EVwO9z0u*XS=_Z451+-#7(q+J
zdq>+@Ma;BubM5Ksxcw|(?F=MFm7#MNd9riUPMh0Q5I2Nz-Js-eVv1Rgl^Fd+F{kWU
zqS!?$ua{IZ{r!^~2G|nh3yH>sQ~PsFqcU~6Go9YB>Cz|s9;@qsMI9f04>#n{1}h<x
z-pzf;QA<KkTCmlztHs=wS#-?@lA5A`<qEz1007s7kFu1`t>y{u^y<8>%<+ZnuP33j
zsm&9(gt>#SP;t687!`Sf5*$27)zy%C{MX05qZSWx^eCrfWIpK0bdk=7vslgH0b?KL
z7*&N-rERnhMJ!w!K3z}C?pKN0@j@@3(&6N*Q_sjMdOy#bx)#a8bchYEv}MMf{hG?|
z>gFkQE)ZVyrYICMc?9hhnEh!_Ihr3Jpd5`E_KtIELhj3wo=$xBU5{Vyp8pj1Q?K`g
z8w4OnL6j={iIK%{vmW`(v8yol<E<FA6aN=C#YHz9P3wlCR(2b;O5|r(n>3S3m2wVT
zM>ix3d7<v^{fo)vxN=^9ojw5WAB0;#b+`l}5q#~BZfDhNtDfr`UUR<nf@vM`o*QkB
zed4DXjM!}t=(70QUgM~!P%`LQv)cR;)B_(~600Tpx>-EEcdWkDAmqFTSu4v3(UNtC
zIDRxjK6}~kVw3?+q`IuzIt42V>{9gxyy%=HHSDM_i<(GpVox_XUe(hxs);qkZ1UQ_
zH#%hBTCMZq;N(C>Vx(01nHEy$XD#O~fP4e%07xZ0m+Q4TpZ>R$x<*CXBP`M2){dp9
zy<CILWXmZFJ<j3r9w&DO2zBgG7}GB@=cFxaZj~*no7^!=$H{Gs%BY+A-q_JUe_Q#>
zE@4<YiEMqY4TcAE2fcr5Tn_`ORP1Gt^y|5A!C0@XXbzwjLX&h&PG7~}Q6OfsG=F6d
z(LeM%q&Rb4IKAalN>rZJ7E^q0*OWIqobVVW<39$np{6Te4Zmtv%w`9`vM`|`FVI(x
zcs>9Us~lP}Xb0OJRNH34SfBqUSW=T)Q_|~R#7LS<_U8S~r_tE?ywa<p{5_I)_zLP<
zP7QNC>2LNVP99CCdXC?nG=uiX{WzobyGu~z)yo8Cc3U?`k(JmL(2AOZj~L(i;@)x0
zPohd@jSxpcyM^J&!IL6fc;a+q69Yt_k~6Jjglrx`ochzb`L*zM9Y_TN3@)e6V7~qb
z-XYk3nWK2|k!51tPdr}m4)~?O3iYXirU~0Ll<vx@O;d@dXZVN7)Bp`aw+7i=3dcry
zl9htaB%k4A&VS~+IyPEK2kJ=%G4ZDW>fdelyF&8~X2PP?@4n+Oi`_N5wFSqA^(by^
z^^{2v@&tjs_ORDsz<Ggovj!wRN1J+I{b;D(Y`A-q>1Wkp^R64_=_^I_0`Do|+LX7f
zX_obn<0mP4%y~{-lY)0&9bH>ZTe_%5I;=VcVO-Kr9-S^j8-;yP+(>+S#F#e)9qusL
zTt7I3FK?~psdeiWoFEYNU`tnFjS`2JiP%hFx}}Q5PK#rg3w%Dj_7l8jO|W{|-Hkh5
zM__C~ym-xCtAR-&PYB}UGMV*nZF)WDeuW->u(oS$5;=gr<T-B*;*=)cXovDi>aMmn
zI@3Pz{{qUv?e+*&%2LyW+}&ymmukij-rDYM3pQ(dO;sP`#n;m^TAYNC#xE-=>a2HN
zgOS5ssacGQ-)!v6(g$R?E&@+`E)a=}di~oYVmP1na&XakHO)d9L(U@AL#z472ZUup
zEuk=Xx8PRD(_&Kz;Jq2wW-%T^-q&J_vYY~+mJ`y;qQj`uqafg*q?r=Sij2!<k_8|^
zS{DYz0ZtbArHZ03hFTd(H>vjQ`T9z(yLGr8i$cBj!nW-<L(Gp<`vq(9Ppjbql^-q5
zQ-VxlDBySQK(8aJDM8~y4PoJM|C@*3h--2Vavr8C(PrGfPI6hxhk&L`z7Z%HL|<r<
zG>9vm#?TAX1YydUVHeFa{ZvO^#%0wb+dl}OF^s&;pbok6`#J#oBq7&8Y3ldjkLe7_
ziv?^_VK?+y>c}K+R>qvQgQwcAi<Rc23vL1=k!oX=<0jTQ6&PUSEAU_EiAoV&DS*vu
zzSD!=ZR2Jl<SqFxnC<Se&#~k{LyGhKmjhKJ5C3_|g_x(s!gc@-5lfb1x3@%xs!;+f
z5!|}soQrl$EWeBEwws;wyG*<*!v^}&=X$NoH*DtU@m2Io1DY2w87W;2si-<3mAK0Z
z661?R|2|~4U5#BvlFZf+5i<QT3Yo3^uvnEGej)E!7tsW-kx8`_3!Sc%cZ{j2^7}>9
z8*bu<o&i(Jgi_=75jfvUp{&KBP<N(+1^94jk(SpIaUFi*klaDxJ=$u9aVnO%pY8LS
z{{xxEE_p6t|2xVwZPcYj(LDX7S>PZsUrQazb=-;bAB^-|bRs6a5Cu0hZtxJWf(6FY
zi>;|cUf2s(n|E%K%>Rc&HTX%l3v?0>w+2eofDKSs%KUjhgQmzVH1ju42f5t90jc95
zDZO9$f5?+WjPE7s>la@CgF|h8<Sl#g{|H<Kvl@$466Tu#{SVB={r`I~*CF@zH9V7Q
zhw*=aJJSC*fjf+6Lcj+vzEhP)JmZIj_8S1A-*}p{)=eqWX_F<#W>Ds52u*LC%w|6h
z^L~zl2KEaA74`Fo2g@nj?(Oivp(?tle@yurR67gL?E@x-2wA1yckl;yO7c+$HfS44
zH9a*n-oawjs5R#X1!pUj`gnQX0TE>dyXoY`F2Ge;@+!us!n=Bfy^f@B+7jhPmbW_I
z9@+u!7i|5LlJE3cMna3Ah%9?(qUft#vX;tj4`uE)$}3^Z+&o%eN~evTPt?rrxmHf-
zP2}Den8Zt3GS^6oSBLuZ1SE5kO<xn&jX4oIK2JS-Zz8=2^A;<XnsQe{$bLR+=H+Nf
z&Nf-o=VcFXhVw>2*@!;-Xx7D7dnoW_c*mFOZWz0qb4W7%+dENitBN|wAyquB#=&a#
z;f>$>b-em})$^_Un^|o^fKJd|BpXr;E&)P%7(o7n$yy#M4b#!1Y;p|vADgZUQ?i|H
z&tw{hd<4-K&%I1i<HYCp_(8#?#zGz#0Xk7W^tPX7Pc6i>vsVT3nzzSkW+X>GJI68o
zdKSYoLCKV}^(Qedv*8$Al6$eu;Xog5?p(pY*r|<89O1-V{<J2*M8q-7iTTGXH1oN{
zf681F)2|HUqWPM6OR3KnNnfB1X-gtHPo)%W<gh=vGe$N`rK{6&Qo5ACXJ83Rve$^S
zW&ZG)`$a56$aMHxn=2Qfl`fQzLFPk}d{QYO>9p%>@#T3&=uERIHak0el8<_LeN`N2
zgfONznN0%)DXD+Vm_+;kiuw5P6b%krYQ1DH>TzrGWx?+$x*MIJ#-9N+TjK%flGrq2
zq@9UWJU=y+nqmVCe}=HL!}-7!E~m{2N~)S}tu-G*2;mOcE5{sh^Dg(j4ytCkq<h>S
zqnu_1Rc#9UW=H=ofQ(Ll<4sabg2cTQrN8o^8@5WAi}rW<^PtV#1^MnUt&xObjb5)!
z`(&WY8DspwVd~G25Sk8<!mH=D{hfpa;$bFywL0TAt9^H=)5b6Y*vt!nwDTsQk+%uc
zfMPhVqW^=l=2N=ZklZ*vribfSaNj-QUEX(lGT5UuO7<)TZmEa2JQR}YXWq4hEU8kz
zxU~zQTUEP_9$q@$i7(gPYoaz$?qXWIuhb{%SwxmTnDd>=vv+rYtg<vayi|jR@o)=$
zw`z8(j*$nvWVdG^<nbu<;Rpq4J*5LYMJ>i`J5M*=E4G{c+G$gMSXqyd4UYkK5lIQd
ziu1kKW!8mzOIgNx{Hb)Zb*Vr{g6x*jW`n@U=jy&zLzNA~q!WVrs%5Fc<hO4F7|N0m
zITwEt7vQSSD>+g63I;Irz$pY-=W8;)6^%qdYi-iz%8U9e?m&0^#7Xj&NJX_+ZqyuU
zU?}ydO}WKjK+TC<;f)upY~4OHo2KW+8%vyrysfZvk`w#<jYZv|VvIHCa5)tCm^}h`
zyLkAcA)`py8hLTB8wt7H_$?yKFg-KF)5%ToB%QffpAP$b0@fbTyzp=_I;XVi(^y<S
z$szqrzQeL?(SL~AZHlS#Oc9SsIR1k$tZ1NFsE13)fKylL4}(>1S|Qb<xHIGLI7_#I
zq6yPQXkyg|0pNml0pr#02OCC>xcmuI&G;Z?sl6etcphG*X^c3PL(|VVpA4A?IPPzq
zEhC;zPmnN_$PmqibD$6~+_rZrxK<R)CR+Im@j}Wt^?nk3nP8GX6pL1lam>vWn%N5T
z1(LfV)hy-TgL4wSd8OuQZQhnJF!QJ=h01EpPPJs95XiNQnWn+_!dlbhMJg;cRm~;*
zV*tC~k|t8RkYzWaqozT(3O=prZ*_VUs-Vk7kAbjo%M!QX0Y|BL_sXx0F*ytDmJrRY
z#G)BR?#dBWP~8}*t}Y<KIJMfjzDU7DtzL>*@Qgn&B^0Q6CLEzT)70>l0#ObSoffi<
zWCZMK@XQpak>y<MM00FTh0Qv;d;@<I1u^sNmX;N=>+&mSad746&BZXo&$-tpfgx%-
z4Wqg_HZy0y6niF#8(m|K;c|yP&jE6WOcC`g?b!F{)r`>Pe5UA2g<)mx`zH(Q`hf!(
zsrls5JTs*O!UCu`^&JZm7|WPMF@29hSs{<0CjQi4gJrltju2Bn-lpAL+{fD#7gs;a
zUrtc~&;SwSo_$q)r8sDMl%EWU_+Yfc&nuBm6l9-PYdf$FI?Qkm90k0cM9rHKnf4Of
zDc^d<%@3sXVn_h9I7Dv>qn(3S4YY5rTn1B}_F-hal12Hb^=L<6?Dq-z8ui6^5F*yY
zwVligG~(>Md&H0j{0#yvQTZ&Vm02oE?DDr`=u<Oe47?6~Ka+)>&CC4e$iJGI0iYoD
zRn{33IC)Cai@`LLfAZeX3G(DH1UvpUSeuJO*P6R7uSSRa8;kKq&aPL6Du`pTVQxWn
zs_^2dXUERDuKHZ(5*1!kz;yd^xQox@ICdM^y<SgF0Q)<R@+B9@75FHb0M4G8pgsCv
zkSGRl`pw2yu!i#FG9t^h3pu*40;2DP7H0bLem~$?_*PT0KU~H*Rs`IZ4q!|HKhs>;
ze{b?f7Fw+SPFKmp&+^L~71=-_GUDkbITc<huN0PkOW<zTc}Q)^62;mk{~~BOV9n>%
zIgRmO=Ur=M47@Vebbj>W^K)_&e5}&>TFKC7u;CZ=Z6FiD#or6!vPFQh;;r!`EVALO
zU+=xQ4WH_MPZ81r?OUkP5UCs>p2ibXQ9KXCoieNF;KA{ZD%h|3#FaV#TgrZ#KJdjw
z?FVvwNN{?pXv*%!Yf@9|(vz(7j^j)wdEgxtVsTWm79@fPb|6Jssgzr8<J~@H3@ri;
z!=9Iw*r@!Wl^+yEiRWLiRUGsrQe)b&HS{qdQeb?8Q+N0mgjY7o$H2I1q7uYdXsdz(
zik;`ENOeW_F1>ieHum+C9eRTo4~|JUmOOSVi#^}p()6TdF}|mw4jM;IAK2scS@q==
zOxaL>>zt1REZR3Nsiu>Bm;;VL*P<94o{V+U0>>3GfUDm`F>bU)Nhx_*Of@|;E`KVz
zw(ot~B>{nC8C=Wl4SupbIAArW0OBb^%3Z?;@bpl8axkmK9Y!;j95BUHyU@|~TlnTp
zDscKUQL&+8`s=idf*P64d87r{S)JRu{5w$vurSE()nY4OSHp8UcyZ7+&Bh2ZXmxuT
zZ}~}u&>Q2k=Rj!KL3&)yZs+E=i$D{5&}9$u*0){<#PkwN<noefw#26PNMcfp(3T*W
zagLxxztF6Wbq63>;qrpSn{Le0TJX%JPPxD>v6!EGh~GQvEgnm@|8pZbsK~Rq408@2
zJ?q=@VOBs(=gIfj0UQXrAyWwp$LcijVsU(NrhH&4xZX%&`FfEpuHER{B2(_J>bs8W
zyhEP@TPkQ3ZrApyGycVXa0abluI37NLWu+ZZI(>Ylc%unqro11H^Skhd<j)fSSNS8
z!YdLOA!{y0jcrORJ9ut6Bec;x<ccDDhmT*Z^jt&g0Ur51cd5`O!B=fb^k050S;CC>
zU^a|s_dHQFn5qrtsd3l5V{1C(U2xZ%I?lh#u%fPbKqcrFdG+GkDDxgaWF#%$k9Zje
zg<YcQ(437JSdUbin`<7*njg1YjGez?6D9un@1=H4sD<sBGD5ZkIw#TVML*(1KS(J{
z<`rL6)Icoo>C)p!P#`j{g+&`D{YzV_;z9u5H@M#s;^OXi?}z_W3-IoA-~ap{Yf=Ei
zF8F_8rr9y97RSU)-Vvs!olFzMwNow)_J@IC^TSgQsrZ#qtzV3Om;GR2rL4d+|ANR^
z_T-a#&73Y&Ke-*w{AXL#nymKWlAJVW_Z9z}jM4e6u2Hly(h`G+bLG2KmEyX_W4F62
zC8_gR7K)}IHTnlt{CgH^cA~x^UFOc}`Zj%yw~{M|4wL&Y&`67RMqnD!f4DdhwJJ@c
zkq<`r!V@eU)A1p&^x+>LVOM&Ea(#2z2BhOWr(?HOReIu{a({0X-KVOb7?p$7uxxDj
zzXZYHlL-x#Hbvd_oSA%=4ff0q>$l|u@J@0EmJ3GbG4Vke>Y1QZsJHEayi1I2u&I)7
zLS##&TLZ66iv7}osOMxj;&g2<TkWChTP8VFlch0pCnJl}j34IRE2uLZEooVCnigA4
z`>XnIE8#jO?ecw)3C%dRlW1SG{%GKAb6C?Dhf#E$!`8go2BjgwaTy@H<?ppb-@(C&
zJ{vG7O<piQbM+nsMOQQBEYDXLa0j;qU;NYjwPM}dl1F%%pz^a;U+?OjMCvcQkN9V%
z;eYg|l;5@`+$wOp)v2j8x5OB>um7d1a6-q}Q5B_s_p%-|7HpPSu`+RXD&m(mnkF{m
zg;RTYRR~!Tk8XT@Db}8*C@I3rAQ>M)*_tWCsfDQ{LH$m*^0Tk2>nWNuZWg{%w9o;H
z(51`sbpG=Vi{uhosW7&x&%D`U`;6Qp-9LJj6(%SeMFBFsLQi(Ty_VBtGHs8fd`WuV
zrW$6Rit*D)sbyH)Q44|-{CtP)Oc;MF(1fcw{qJsOoAez_bKr7D1<yQo;;)Y-`p3w8
z+}kHM)CK60THTse^4m}$(^6C1v2pabuC^2FUE{`V(jxWtl8t9RJZBs7hm^)_I(B;4
z_C}4O37AxQBhNVWD3+B{nrM0!WLhR0o@2T|EgJvfctqXc_Mouq1l_OycdRzpyQs+}
zT#44zk>KFIi>pOTY@C3Fd<zX`(_;(~fgI7t_h{PR@8fDlTv<5Jey<Wvd<hNoE%?=W
z_~1K%jz+54%${G8muNSa<l+QVLWYX><66@h+4B>(*Vkm+T<#sa_<a-#C_N5nQ4+^F
z<hVOq?eJyb@E|$NW*md)Ow&tz!EE?@Q%?wJRSW+1Hr`XK&^_-*%=&v-gi^~ke=@D#
z-<?$q4zn{axz{f<+Kj37pOK`@FCn#lzUHa6nK?c9c~_Khe_4;M><DqoqB(cZ(Oz7C
zzbkA}a2JbN%tI6vYa5U=47~p*?4S$%Y4yFiXAZ3MWF*uA>VMUR)F$J-3ik7RrW6z~
z_P1UIz3G2kx_6Da=8shQNfw&>5o%yz%w%s6j<J9u{WKqFL&Rq`b2feLK~=-fhLNNa
zduGDj&i!pQakt#p|Jqi2!FADfpMw3vxw&Sy3?ea>_wr!^?Wy?FD!0bM*GdVKrKwc~
z(7*0YVNF}u4sZM>nWql9SavUxUARP7w3NKHG98+3udw7Mr-I!Lh<7%`E`iEdnmGKV
zHE&IDg*Az-`V4p_+XSJW1!6g6Dbpm$#y%pMH?jJylLjBIXUU4@VXkR%eGsRkstQDf
z-hra2)TTR6euB1kdZ{aan2&dL;Bw1Fu;QtshOwz}^(`;uPX!w1d}UL)oK#&JkQyff
zKU}SJrJ78S(@N8=DLlfb$u$#Cr|0#mRnBlbw53<tg6P0_%Be8x;+lnZ8sqw31w*b!
zW{`7!tV!fs<u%)E>u5}!C%g5$c%;qFSZU+u$y?OZFP*OE?t+D}OjA=OS$zYi+9(FP
zD9(g)DtuC0Yu_OaQkZwWW+T@wYJ6VaeVMErmFFIzLZ)~^&<;;j?nUX6Ni+xtX+wK(
zrJusAy6cwpPW}x_H69j;-$wS~9f?p1w0kR2toJ8IR@+=Asu`y*bUwwNVD7~*QJ@>t
zE9_g$%GndUMeZ`_sqtO?H2E|4t#l)NFaoUg@m$Jz8+&~|M(I95?k<R$qd0eC5#CdA
z*>ZJeP_6$9!@LVwg|9QqIw&11ajAmZrDZb*3Y^SFc`z3E!}Q<J_&fjZ$i6}wu1HX6
zTC>RT$!Zk18WXr(^U9?g+6a%<S&WJQ(uZEKEZD-7xqvQtaGqm3K$X<@63%G37^H6D
zh^etdynV8MzWeI1yLS64Ekcz8G1~qH$FD5#ANU1C!DmAJIyNv4T+!zZ?6SlppZ~XH
z^Xy}-RW$=_hc`j!Am_f3X=}(Srp<Bn_pBv1<w35eWzmue6MRKyq}Xg1dZ}UF;GB{^
zT%Ann<o;>+GalT2`q<{P@xf{B)ZvnXc{46s?6E%2jQW_X@Nn_llyLXbrpO!m*^_l)
zQO8Pa2{*1~>ptNZ)V?SxMNn+@Pv(}I8ldU)jpy8BB06E}Cfn~*x?qmg-c}z2BH>J`
zDJ8EM8AE!NMwir|1sa|}D1BJlcksN{(kc^<LjoeQQ<|g-!`%mOEGW3>Kda3>N#6=D
zVOXL>q*B=aqWa7|V)IB*+`lqa-a}>FCB0<bUn=fgxO)V`L-bLMC(9AxfWbx0{mYFn
zHLUj0#Q5aJ|8@#GuOpx+?Lle&)v(8|D+c>w=b~5ONc>mrSgslczFF?GrK&rz5C^_e
z+0c5%zIE-*l%k?Awf99}ypj}pjyR$5>_5jm@pakqwLcDJ!ERH<)~7X~pyh0)P(9@e
zrm9bi8$uR^3wlnBgUiuCNwvQ7sJyl1t=|K;^J0%W6fp<~#N~U-B6;&I(a~&CGZfiR
zuyB{du$Uc#xD!0m8B}J-xY;@myCsW{risbRqHh7sWjv+bR4x@K@}AJCF4izO0MV<R
zQ@g4LrvPD7g&vP;6o9e@DF?78q;L}o_+v3}ZJ1ke8Jm}NT3M_<5&JM@>G~<Sg+9{c
zgX<Amyb3c}y3n-%{d~NUDX@GTg}4KNLBU<q^OF39(j&uH8Mj%ecz*gvjr_N2F7p6#
zEx+9iC+mgmU#GisU`m)GEyPNROmb86Ahqp0mLooT30mHgu*@!PsH7L@@DXpqESuBv
zWq~3UVIh}eE>oG>$OMefWD&HSqkOHLGZ^+5u(vpVt}k^xV<MZTs+GQ<KCR|b2VOv1
zG@<l4U3Wq|>zMmBv&N|yz-5An48i6qp+)>pd)d;8b6J<yzEDxV_a;d;1BlAcTDdGJ
z-ON7%?gph_ofe&)BAi`C^Edz2C{$N~#cHII%on#V<EC%VV}sQI^R?bMq>>_J)SrjP
zB5R^7m;deecL~fj1^t&gzP|b`n%7fM^u9uc@q2+oOxeJ-b*v>m3E%z1kkAwGo=0$X
z?%Se#0@)%0T*lFHf|p!^mY{_pZO{g8;r9X+zxtYZXUh-Fk2#ldqdrT|;DIK-TjoQ{
zgTJ5cN+uj4@*VR+?iGJ2DbE(;taWO2uhlPg1&x@4fyNJN@l$mdcu|-y+~To|x@s{7
zoa+@dxD+fxT;h-20xjnVUle*cwBfO?f@CR*02nw218*uA<f_Ftr}6I#!`iVVda-zi
zvr9Q0f$@4e9_=M@(XOrlB`s9oX#y1x-)x<mN;h+g3Q`STVOBvQ`~y6?fRucO5+Q}g
z8P&oBpK_?55D_C-CZ(F*ve#v95{TkCHm-2UWZO%gax)5~js9_M%00?NdLMlotutM+
z0VKE?LGqXNeiz@Al(vb*3uR=H1DItexlEFc)kcUgig#miL?%9*$;1z6{bO60v<5`<
zpe`<FXAtU-BR$?ZV|%OQVI%PC^_nF#C`cGxjl@Ne48Jvb;0&|-cF8Eck<zHDL~ZaW
zBud&0TC8=b5@9Uo_P_@k>BR({7oJZ%)#Vn=Y%xV;9hxgFD)T!oCfsB;rl|)ijj1;*
z0%yV~+EkXP)Q%CEyDbdNwQLr5XHt}|ZBELWh+*!%*V3MG6il-Oaqm^fPuhY~g4oq-
zjD3BU)Gn__ihfxR0!O@{<69dC1J~a*Dva!peAS9*E^9g_*zm5u;M5~;kM7yE;=O$$
z7>jL$DwOaGR$kZ(g({~jFs|IA`=>527!d&|C*3ymNk-J!Y&BB@k@t5~LdFszyFC^2
zm4R(dwz`~wRB0?ZckwTmB0pAXA|d9>?-WO!ni4iAPuSJ!Rd{L=m^@z;A&9X(@|qi~
zVUP!JI{9r+Pg`(}>G1mLs0jRG5!@zQ%VF(S5>QXdia@O9?GVqfC^Qdozxn!nd~gKx
z!34M-IsCg*&1^`hb)sphG(#}*1P>RU-^C>;eD&i6P50P4N4JeIy|dUSXZ<`z4qhT$
z%%XQqOj}FwUk7v;m{!)Q+**~qFw3v`&$UvI4@=E1|1fE*vCp+6*r4>A5?D|)FgIrT
zT=Szqm^K&3AG*vHOfQ()r>BjH8vWX1`A>d${cnuB-XAxo&x-E)@juZg@?QLzxRLn`
zF0I6Kp!JjNjd^)?kjent?XCOU^Bob`^18YC;9FY-<j#dt39giP%<FQ0rG#>2-$o-6
z9HbV65-06_S7RQe@7BLoWT&Kfmno)tQ%NQF{>MAfLtoeO(6H~!tgS}5g%kKw8yAu)
z%RinwnUUkKujmYKiCkf|Xz8XNz89~^_DT&8>v@ClXKz|OmJo@2h4c_q61Lv-gyfv|
zrXC2Mg83niv(GX#I3n!t;wFzJ3c^mXQG#a!x^YXfNv1hdGr*Y($)NF8%Bw_$!+xA&
zk~r&;kMyp1GJ8WG6y>^1KMLA($hz3S2#+j%Z&Dp$bHP#Fw)df`Yt&b!fQx>Rc)sxF
z3;HaDnu~b(Ta>(b`hkirrE*+m1L?z<I@&RNADRnY?{7Tc3wu~#P`s;ss74WEn**xq
z&uMIdr=QIaOB?w2emSd5++ciEGqd@+WQQW>c4f<dU-uKvC>CZ}986QKwGe|fp{Ri8
zF7oK&92e&S81=JkbCk(_<K@Hj=zA3X)_l1?HK;4~A9FVTZ$OBxMvlIrB4)izHQ^v`
z=jCg9e{r`Dld}r{1i$$4JvjgBY`PCvrb+xyOl}_lHB{0(z2k{xz+tQs)R0s>iPs$b
zbmknsDU#8h6T;u-eg5uH&x->kYC@4`9Yo}7wL-A=w~=~96BT*{LsjTX7C({vB16eT
zBJzlT^{f;*Cr7I_3Uo;oOK2_sk$mR%J(6w`4=T1))Wbuwts@UN$bLb0dM<9vFGtP<
zj;7t5W<f6&hr5{M{^P!!Vre={tPwgJcAhu=Q~D%>4-VZOv-%_1AGW^fKI}n`CHoD0
zyc-^>AMK&(UVYRDJ<^RRaqt(2W|v;8{-%-M%f__s9}R<<G5bp-Be%{>MjI^Ps+@^r
zPNxWpP_B5?o%RQ@47jwb(Gmd#vQSNvGY3Qbio49r;}a<}7I0&Z3caV#CFe}b)ZZ!^
z<0OK|C;g4_b$!N^;*BFW$$C$+BR9#M=<0Mi<pcY~yrCyBB;Pz_e`e=|fP^}WjI8yI
zT5nETF+>SoGJrSlep20SKbg53WJjZ;Q~FT3$L#}Z3|@V%ru6v60kOWWKT35{+?2%*
zC!BDs5_L!53Yhb!(3K-tbZX<};cVquL{(zd{yhcK{Iix73UJIZYS9((u@kZB;Cv=>
zM_@DSL`c%tJv3dKX0>%yp6KolKaMVsdh`z_jiZ~?*g{^&l6`8?17C~x2fFU#zu7Mm
zy<xWS`?BV9<tTQB&(~|@rzXsvzTE4mCxE@364+NV+PzmY=7jKF)^FnlhuR3_n-kAo
zlUq=xR4vsQvq!YBZWOtv3a#i43pwCtJ^E7t<(?nRDEFZBC!MG`y?QSe@W-dzRYc6j
zpD!V9k$VfqjW}8PjVT%hfjo#u7;M2X92?HDOAXX}=^PIq6e)K!UoP_^OgidUIwvcG
zFYoQbJc$*^cSs*O;cP0Dw1xJ)-yw+TZ0yhB%Ox+?%b|TU#sHr%p~JSmHlIJ4brIC&
z1kxGq_>fEQx0mvWex<Psq~QIrUIe@8j6;SrU$3VvK2{_|Vu?4#-piGJ@GT$P%CnC2
z(WBUbyENRk!+j}}(ko?>ded^V$zMBZ^R>}ZgO_$L`z@vJCft`xgrMnw@Mg8ypYV2e
z#clnJFBE-CNOeI7=GI?_0@CYgBi4=Uy>G-K=U)g!%JUF8cjP$!*L5UA8r3m*E4xC!
zytis3VV)1-7k}#P*F^+EIF*cVN->y5WX*0cq^vg@IH&!t@x#4t#wjD1HN$>97ISph
zN<D><sl)y5yo$S$EGCm-mn6hD1<jz_&vle9&1`;>p?4VVuhhohF(Wmaw+fij#|5N?
zk;i1WyBq9Dv2+~AWa(G@!kb+yZN7)BN|nNWVoMD&AC!>4I4Oi9(x3J!bSHdCc=5sr
zvkZQ$V?x++Letk(Biy_6tWV_hs3P;A&v8`@n@R~jlbXHqI(H|}?2At}{YLlk=tbrE
ztXMB`1-#V`=&`jitA4o$*-XMSH?_T!BsWvMI%<C4K#B+`t~KS!w~4~48g?eDdbroG
zPc!ErhQ~i)XY{D$`}4kE!HT!i$VPYsZ7YOeM+h<BU%<^u)`6JYS*mv-(5h=5Nm#j!
z>*4I}Ojeq|*<IY9MH0R<+h~O>b<2@uY&7bD4ew%h!Zw-umcXaFWMOv~0i_UAp-{7T
zPY_8Yp&AcE9y7*t_}cw#Tqg^Al9ir&^=c=BYLL;r3e;~f!o+Y%BLZ@U$qGd-ak(H~
zcCh17GWdirx2<%_DY5cA^|%A1G=bv;6gS$q9OQ$mYE)HjCgiMd&gGhc&2c28X+jMF
zmlrQ-Bo>ExV(8J*ZM+s-nDY`ISKhZDD2lmMF(UKJldukJgky~+Jkxy1<XKQ%SUgjv
z^Jja}rDs@jRGQXd9xh(e8?CS>u%wX7C}B>O8TEV!gyB*VZRGmuO2os=_+9Y^6?gRm
zAsa$BLFA9`Kl^qCBbkiL=Y#MhKTh&nae@{(sxBcpN}9V=)AgTSf*Xeot|_mLsSbZW
z>#IL;wSvfPmc(1%1Y^j*jI`@hXbl#if10-T4H<%?c0|WXeERNp>_#8@+uCrH**_Yp
zQTjsMJtnjFHAKA^$!&|{l8X$h`C7^Bw2hZ5bW8nVAx9RABwjXss|aC8Br$KgMZeM2
zEP)x{jD46Q9o}ibarz$$;a&~>AzrgFPfQ7NSD!t_-rF_t5z5oG$&eHgGAw)hmV_2Q
z@-dhD+E_)S7wf$dn?v^$&Go0^f>@FE@7;oG;2tpNi+v3iCY1|~5wG*<$~wizy;3ds
z(W!;w^Q{}VHzXUq)fLGki<iA+skXfwE-&p8MmXQz42VRqM>lrdXpD5Sp~Gs@#=FkR
zc@tXer+dP~H?~q&_ZvCAoH5^dF&?=`JQ&dK=`M>OExof%cgNpB?RvxZV#3SQfA8B~
z*2WdaXOOuuJRW>u<S*R7>P8`<*pi;(y&PLs?Rukj`G>zZ8!Mitu_r`MvYbWz;!NWs
zVsIR?+fdejX#|cyA3+6eU(j3pVIvQMU21UOhN>mO1YP!93}-|^dGB)<n+Isrxkw5n
zUT<WTvmOERfg^5Q$G67Gh18iM2bVSN?c)wGjoQG$>h|hGrmIXH0B=gGge3VB_0^>p
z!pkdWh=ULjgJv$`MP5((HGWS#{v0X3(S0*W>gz9x^5h67%$$h+egYEov^#4Nq$lnt
z*OP)7rSKg*0-L!T)8vMz2f^NPYP-o{`Aqhf0$VtL@RxX+_tI?SQ%YC8({6UbkMlT4
z4z&f%b%zkVLr>fO0`s)vLMTqa6`zfqSS*{uZoZh`3N>Vw#UCD9&_}tk?r<W1RHD?w
z%hwEMBTsJFg_ll<J^e+~!aYqT{5QVz2Ek`D4$Qk;^Em~-F0^U2rH_Q!i`wCX@5-a=
zIMLF{7i*Jwg`Yn)O6GALIXXq@r;Je6<E&q=ibw4E`lJc9tqet67{pDwr)~6&b}A4g
zB{^+U4Wfz^zW!W89q7Dlr+);J-6nm!Y;3MZmIu!e+I9BwqaHtcuzY%E0+91JgH(Wm
zaKDk7UIm?$aHNCJ->_3jP{986GXDiI++awrYmg%-<TRm%y3vebkz$ghX0U6%?ovJR
zlyd7@=~QJT?Edq0xD%z9zDS?$b(9fQcZ(`j&q#hrV<ZTWoovQzvUwZoCYiRS?>E_-
zVIv%I$hbj2Y|^_2_q7vn8l|Efs#3B*VzaIEr`O}Qk^Z;fPK<wCO7hHi)YGBU3%V`b
z+$yAwO!%Ld_BSPx5DeQPn3lXgPqwurO+OSwZQcnc+sL0hReiV;CMN&~RfHQ@uR9^`
z#+BSXdct%a!NV)wQNeAz0a|^iw`tHyz6$T47g*wV<=%U+{|Mn7>@DL(hxZyPx<s|E
zTlh4ZJ|O^;o*kh7G`flO8BnS@H1Swh@Aa~IX+&W5*n=|JN?zfrc)9NwC(glo#U~;?
zKnrl#xGK(wa`|(1j{jXu#&(rc@xN=yoNf48Pf1QbUmD%RCgbk!!a|eG$j;5zz$}}M
z>tx%<P4ES`l2xjCkD=ZPvkW8q6KOT+$Ax|u{TfELRJNis;NNfOrN$giL93IxCugU|
zED+IN=IAqLHGoPYQ0hw*i3{6a&#&P!W3O{Wy6@$c{W<s6uH06GS5Y+IB8Adq<l!CG
zeeQhzk0LYsgD79MSFU|38E)IULzy-va$SL@W!TS849>~iY#l03s8rXtk#=~GYhD{*
zxW%gFtg&?j<FF;iU(W3Df8c{V5V~soC5Nr?oz7D(+;35uzJwV+eU4b^s_OPkIu4I6
z4|z0;<zIF9k&pW>VMVKkW8*IZTK#?Ak8>1^r!QZ)pzQd$*JF}CakN<kc&q#0>wf)N
zBE9whS*zKDDD<eE#i4pQt@$&eGYE7Q4h+|O!ge0KckMjTb~?xDe0xnE71tj+y3~Pm
z&ub<l_tV6AwEa2zx2oxft5<CTZ|+pcFXiuJ4i%7eMx>Ya3CCW05yxT4w+gM?c=zN#
zt{Cd0=Z;CrI86ShW>kCQCV65^W{*b1hz=6lo$71vdQ|psVJ0l>K(-<qg1(-_f50>1
zbDzw<@IQ5=-Q1-se9Z;;KE0U_i#EASFO5_X`j(zJ(-8jtsfT-oUOOBBxGh;6OJrkz
zy1eYsJ3n4^oz<GOdBszJ)-v^240aXTLq@+i4ag3}rOL=$)9Kwpkmh#~)D2St4F_A`
zm>9Ph@!(d{ou)`lCE@FT(rRLlgBVV2o8htAAviT7VMF-&%N;vK>0Y-tG9z^qzn%A=
zB9h%X>vteq%Mq`O{-?h6RTqb-X0@Uw{*8>h486&|nU_}s0l&z`M%Tvm%tLed586!o
z!qZ(<;N$3De}=N_Q^HvB?vp10h}F6-tg8ls)z8AVLNWvC^~Z4WO#7SNY32Xbb;c79
zJY8~o(|U}Sc6W;we5R;*d9c^YcMv**PJXkONY3x(@XwM-vJJ(0X>b(9+0u36ia|I-
zfBZ3QrUgCWgFk2A^|lea5dZdY+vT}Ns|z-`i=^7~xq60n;C$P)@(@<7nmo$J=yYu_
zQlG{*`R2b$!L6wCQ<TUk5d!LHi6;af|Gq@3QJu5KZ3y$n`CDq(%H_>Dy6?Fb362gK
z3{-2{cEc;(P-UMEv*z<B24_9Ohb6Z@Z)657k6qjHH{9vse?U*{^?EA0n@95utIM<R
zHSbBwyA-a276#v};>|pGP$VYWr_bV3ZIZ|gA<GWeL(R2^<19+-^=9@udnnDmY74sm
zIl`6eJC&ysaU)P|ZOs&=Zogm9E?rEBJwM%g@^muvElLbG!K-z{T0bat*Q>G{?4Zaa
zz%ZxX%Yig0U;S7u(%|<ilaD>pNur#eVpJf{`hE<uCQ*UawG-Mh_jg|1*T_s*35<iK
zhaAvoQ8t?wAzBM-TOy(mRpX2Y@6ORfi<UfaA<vJYMP9AMhaa(&11{Ti`!-Fq;OE^z
zC0Dqz#EUGgKcS~?MvjygRf!d<Zy{+f?2l1dq;h(B!C5?YxgIErbMaTcg*wIHr=n77
zPsZ(cdYmbU0pmtT>=!ejDOWK&HHN{-{3v}HYKD)ow>E1y3Rj;yZgB^bIp=@$a|F7J
zxDtFTaM>g@6`Gd+ZO;s_E-4I;@VF%61fSp+?jND3X+v1h(UqLqt5GmA0b|=1Tc@N*
z*qkZflTqV5o#8_mXEd7)Wr^PD1sM>(F3qPf;Wq41ZYSOJIdna}m*;%>z8*3Qx0;QO
zH&#p%-=R5bZAzgMgySU^Z7ilJZRyB-2$Rzva8*@qWUa2F9&XbZAxCM+1_`$WwL|Jx
zl%DWs%&Ky-e$)<f<etWAvJ$kr*6~>yHIC-zdlLIGWC}~xBBEQUKnN(z6Ujh;QUNj;
zmlyTE_0c-2m4B0#=cEU@Ad0o@=eU>_Mb-@}-0J|;TbM;pYaFE=Kn}WdsA^sp1v-YA
zXYvI3Y;ZpZ!DZUWw@?Zg;y^knZQ$f>3RG&w`|uyifG3j;&+>Db3%tPpSbcUO88W}7
zAN8k2B22x@ypuy{-s7lauXM_eVln~1KW2V0r9Ch+UwCIhgZLeJl1WUUt}LnCgqiVG
zh57VTWSF^gqlOT3$mZcQdy#~10|SO9oGQ|6D6g6E#bbH=IzQakfDHJ1SuWn_3Hid*
z74C8ci+!T~T;)Kc_xmT`lTx~y;|G%yQ#uK)3em@f{!cByn<8c8*T<zg#iR<|isE2K
z$pGDj`dn6=Upg@1=9S%6m`4BkO*q<5s;Zz!15wM>rvgO|8~y6}(a#e+eRx*dwsJc1
z>PGKhgEg6X`Zy*(9F4rJ;3~N2gNFPEbwIyIIUFp`kEQeb4oiTwfeNLb^WQYi{}8oW
zymiW~@nNav*Dcmo6rrx!{fwz44u?##ekT`A;1K+M-;d0N%zNM4vU{8v=XN7ASB62V
zPkDT|Vqzk|W$#w`B%Vl6MNnHK4%ldBG+bDpG*R?dN!(WJ3YYe-JzaNCN}F|jQ<}(Z
z%)w%PiOBtNWWfEWJfN1=;`7-*^|e;By4UeuD!JsxB*lzuNAI&N6DLrrv5tr?MnV-?
z3`^j}htz>`;nJ^+xp-~sDl^^IAV*n-&CdWu1%QRpR8d#KSH>eTKiN<vfP`*NX;*66
zKy~HUb7<2DX1qXu{)zDO2Vr%MEYeL50pK`2N*P!zYpNA@I!{cr4J`JS%5X?Ru>txk
zL@%qg3uTDDls<y^*iJ!Hs8YN*?-)5y`ZgF@0(3D%5pue&400YJ{H1Z08u0H4NGqT;
z1JMHDH+hI6=uAwsXvEjjLs(qHjJPmgF>iqv8s}^pQOx&FW%pYwN?`?xaAt<rw+JZB
z(=`I;>1p!*(@^o4XsBl`uzvU1lPsu)r5Ef*{D|Y9E@nj3Gd#);b5WHLfeQ1)@r5WF
zfdLZBC|l2nT%aRDIflo~2`uOOzy<{>Y=1@a<Q6BW0~cz_?k=)s&hboSSUG0gv&A;~
z{vb?PT?BS1s~Hw!IHuoxXFQWZ5iW~BL`0OzJ$5`hEbC-x?PNwE-o(_;atFwGW*bqh
zh?3#0oeU6b#h+*K6E%I;vu04S*q~snzo^7^4g&7&@eO1oWifi)*_NxMmla#LO3Wi%
zK9vZmO=EcIvO1{8o%XnFT;iX^33=^5avmR`!1)Yc>~#K8)O#`RVdt<ifI}SU@{5{p
zT!^r1OM+@G2Kd`b%|y=MeCPhW{~+RdN%a;KFXD3>sK3Pim&D%&)7eB_hvH_JC&}AT
zU9OjjWM)EaIa1W-mn!Bwv9Xq+Eq0xiJ``h~*j&pu6}zl4JM;F-T*{nezfUze^K2F{
zh%l9bO_HQ#MdXS`1ncPS{g=_cfIf7D(B+cj$X$o$h|ndff@6ke5Er@`Xf&Ep;?QO5
zzV=CGMyO7v+%n3f(WO3(GB3t?lqbXUJkV4Fn~OUGT+O6brVv+aS);9gX!i};n&2_1
z3Vl0p)9%(-C?*Vr$k5XhBjPE}@!Suwb4p1Q-XB^=39Yy`@jYnjB_3SP2lY8N%Z`Mr
z_TSLg^@DJ$wc7-Acu;t5H0A%n+gk=z5_H>w&_H92yEpFc-nd)i?(Xi^SmW;Q?(U7d
zH+pb~gS+!ifA_xm@#e<F#Qd0ubAlqEGOPB^%3OQZ+B-LcIxPJa9z$$z*&5hrq!=1_
z_FqDWUt@~cM&apIoqW4RHoGUODt%NM9LG4?D|+;58j41}1Vxl_D)!I9r;f728ob)v
z_8${XY$X%As)bSx)@+@|siJLs>@sy!87E>kRvWlQX(=&zwNA^@(-`b|RT!6v*2pMN
zR2ok1D`L)ldzRC`X9dBp4e-uxeF~dV>d3kx>XgM54GY>biWOYl^iNE{*Y1?l=N@7d
z$_^_0<tVvjZEyj~JDFR>$IZ%f<h!rdu|FnBiJJ*p3j-<hqnJ?gTMT)ZCDi!GWrP#{
z7`7U^|1vY;N#TDc3%%pZu5`huwA#~nN&+vA4R-T_yB3kAUfns>@Gr)>6~!aJ)B>j@
z$8*omwJLcZ=-;r0E6>Ri9_J!|qGINYmwH%dLTA7Wu}>}Vx1l~XM1{naOgAs`a+V5n
z3`r0Om*c&W#3c`m{kmWRf#0HZ{*ct0yvvRu%9j#qSqJIIgPLlZh?+mBsw}!GP9Ba!
zjr|3@IWS~qWJjwJPDWw4Hfyhbahhg(p;_+r8=DbfZQoMU4)@}KrtoH`G%6N(zWOgV
zn)sx0#fJKCKIoEdWi?HP?zGH&%7a+s<;Ol?Qo>HF^}ePf2c@JZ)e6rp=_uuyH>uUs
ze=xJf4^`+BVuLR}ii?ij>rXcrXf6v$ubEkE;Aq!0rP7kjQ!`7$6tC^}u(u-U$+;*q
znAs6rXXWLHEvrz+6lBgs`D>)LjXPRz>*QsL`L%+`ESVV6qI<fEj4#=KxT1LG;-&Lz
z!U}kyUZzrcbylf<f!aZnv+w~E<fp!sRk3HtFL>4>virkTQ7^`(tSo8cN|3d9-~1QY
zVkMCuOKDnySX?BEWh<&~T-XqEamkA%oqE&;w=j|0U>S}QjU?&CI=mxqlPn*5J|~6H
zY4Le+3BT64%M`0Z!j3?zcq}_8VHrn8{!%XP;)gQGZzf7AWdYLimz}Sy&D36&SLM`X
ztLYSnpf8QoJH(?zLrVLio*-FL`E?eROK1jO*N0$3%SZ;vrP)Dgn?6FH`pggr9f!kX
zULoE+nqN$=z$a%r)JxHj;d5mWa$4rDNOjYZ_F~0W_+tT{Bn_qvW0<q*>X`bYBKe?Y
zbPt>vc&21z=Cy(0?nfws9BH$FU8$`do9EKmM3)*X-k5QGqc;pHbU5?~hk4pl$G==W
ztGU6JC9to<Mpf+O=;!lj%Z4^tk*8La($R-DOb3MnZyNYsV=?b>K?%?Ka<4!0B53<}
z91QFQYi1Stdnl4&TSHJdc%rT-Wy;(|d^w+a@lkPIE8_==DH6<Z6xS;23&j8(Z6Zw;
zz_XQ^gM$)6LTxE0#Ty;E_(D8j{8dZ0>B<QAV&R&&t1i?@E49{|L%%ehd?}i`0lw!Y
zdHyCyA<vO^<-I^v9|S3hwm_{_Qfg%REnlQR?aG8$&E0*6K}B7?5Wm0{1KWBwRB{E$
zmDy}nS7<46NV2d=Lw_o-ZSm7<<FAIx!4SH-nqt#xxMM{*`Bsgzk)TSnuN+@RNe4|R
znXw~pxxf;0we1uQojyha6JOdkai1sy?SPiX$^knK6pa$knTuP=UZE%f%md=G(DL%n
zTEI9dYz9%w<3o>gepA*SYK0cOCXy&BA*T4sF}73Hy&TZX3+c41_<f_hjnO3s?R)+e
z_iHQUtf4lN>Ak~w(_vZ59&Ujcpu%qrnOz0IgJ}Nc3LN*8S9@VNgx?)9-&x=it7~rA
z6#3<syh0mG*!)k*@CEOuip3l{Bckf>J%hqMdaGQau1^(_+VTqP@>L^EWIY|>=zn@h
zgCL#hP6i$l1X|2b=D(<xi5J(M?77^Xd$TUNtQVtWgjs%&+^AKQ&t{Ght`kF9HKUep
z#K8M5AgqTs{|#jk4xy0@@f;J1F!Qo=e#L{81z`6HZUQ2O5Nu?>8yLDjTPs4fujrl!
zA1)tdsf|~m?hGtilnwh~W3M(Pig4H@e2pfG{!C+dn&6X<I8q>$NS`Q)m9rqH@@7f0
zbUji>DmEc&G{Tc2K6f`CsED9!<O-K<O^iqmA52r8^GlA*UyDIc7XNrZQ8X`h@S|He
zwB~B#nBI#FwQBCr#W`Q0(X}XG%Pwi{Nt0ER!v}t*|GE!kE@Ge>eoAR~BqH5oiXAWT
z5F?B+7N4hZBXXdHShP4YYkXX^^D5lHK(8sMJm_YWwDQbfkh&IOu39@D<Z9ldm>zJ;
zs&G)rK2(oBXR`PLsJ?fgPxo3?<6l~SBxnu!i-W_JyCJGsj|fYP6DsK@GIJ@EZDHw8
zH1h~G0aY0m)_~Y*2;5y`ZW$LYUiz*IsOz+Z^|DP~L@qn@iE*;8WfkJW+AVIjPBtMq
zkRl+5-yK`C8aVi>?g|xx=dOHNdis`Y5Dj5|8wt;@CcQ~j(k~YKg<LA3thU_FQ>tP^
zi>$nUq*h%hwKA&8d#1-DAI{2W|HvvgEX-xTjZ3z<QqsG;s-CmBBq|HaGRfs0U7p1t
zrX{h_2kYgeK6`V2pfpp-Zqmx@WFXwtl!Q4J%RnT|vm-~Bu|%nB1`4EJo&4@<I&!j>
zHGP=Fjx`Nox?e?I*t5Cl`=RW5rj@?>Gzu^+^bn$h1+k}4!wJ~7q~=nDOFVxx#h2!V
zi_#sj$rVG76}4ojHunZq%?nLjm14KdQpxH7=LCRkFZ`){2k!by8k5C`#*^u4LW*5V
ztuarISUAe<24hd=<f@;PXJf<yG&xmHluwdni*RJ_#)A2_8~7yVMVyC}mWs6G4(?00
ze;;(%CZi;}xr6S0dhcCpwf?S(fH70J+^>G*2fZ1xqhz2ZFwRRU!jPG>lP7OCZGoge
zEcY5$J5(fab>j-6+*z2S+R_z$QNv^S(_R|a1QkM1g6MKillRATkWD^FeB*6lB_^dc
zGQ(@@boJeCAu?hSb6%gC+@zuWAV}|B9W%n63mj`{@dTYPvY)L+H|=~!>r_>n8l6hV
z?QD_%xZ?b<XW{<Yo$%FW>R|B1=3`NQsM9k^1Bmyyyx@&I>-zfm*5jbZm%KR8ypREU
z4%3BM^eX<qwms~}w~WVFs@X7_mvP4eWs#@jVLWOLJ18So9<mT87SLcG)br*?5|1KE
z^O%YUR_MVBevalGkX+g!^u2h%ZFoiTIJn$+H1o^3@Lku?eOrT!0QC9*(PBJX5GT$Q
z`}L29AUpjiSl|=4qtk|QFbi%K`O{^zL>cF)<xH>`#X4OPIV;g2qvXs|$A9Z>EXtEd
zu})bO!x&Mz`$eXb%u{RC6z+2xLY4`K`>Kn)thszcJ<b`W^smUi3-6;+$sg=8qI^s3
zK<sw!XiqOHi%jRx5liES$efmJ>xD0^?0j2J#8VY&5C9vBgEeVSq|!1J4oAJM%#@5*
zLn%b~{(}>G;&Y;?%o88jhTd=)h9C5G@k--HXKi{WaC&X;W7T455ZT8b(N<#J^7qUr
z*;^uaFaoS;|1L|@UUZqR+u25ovikij^5ctFf{z*suTG$mBw1vY7RjA7cB*_IDgwD<
zKGj<g&aE)NV`Yj_!jDG{fz?*dgHky1XJ^v(2{hi1L_2?mQ>>qNUg#LHvBW<xCWBLT
z$S^To@C#2`5|Wcbe7!hM=H%LAWJ$aOQxYhZsqHd0b$Az}gys#h>~7YL0qY$oC+OX{
zLSoWneIMY#Ls&mVMKdMFxBDA9ke5A_!^#WU(BzKY(0@J=fkDx<hHw{tQT(RxhsBB7
zQ{iNW0x_Yk+k{M`n8c|a?H0H?*xZZArz^v6OB-Nlwo9=lxfl|!vnEIC(RJy;^Eqvt
zYkO*Ab^?diLLP4sDv{8oBsM5Y&vnk<3k{yL)?4}*a=TkzMOc&F;)y**H!a%9p2MUH
zmVYR$0v|D&y*2@hGjq>_7JR!+KGCqg9MY!IVzVl&s2DfGW;`6V1FY>eJD$x?EmPUh
zt}_6iNM*bP8o~T>$X7i=VYS1O!f59|-RU-1$0!O>$Ya^#y`gm1IoCpyxuV@UqthNW
z<runO%+Gwlg523f<L~<Q9VYeHg7{bizRjFt>O~|Kq!2P>-nA+Q=*NzcleXlNLZRp@
zRl9X(E}|SVq)=O(=pR~8Z}rdEV=cbRVXw=HADYXrsb-kh8<R2`Io5KV=ZrA@LzJOx
zFrc<UA9Z$=E4crUhrT1KvQ;!$QT)ETagjqY2O%0HVbExNd|7EB<V~MyrukT)+l)s1
zZfLBJCHn8`=6?sMw~=Tpo5r>7u^?e(50P06jFnluEi`+gz%q6+_4Y((<K0R=C&%dd
z?Y*^Q74yYLwbDAUzw6esCCs+%(lTuKki@(m)Uc(`?u==ygZh;jVG)d~qohAdm1+*j
z!iubS%TzR*uzqcO%tkwE?X4UgpzS$alBl8=oYG?S{-{;;)ezp%BKxAZ1GimZq>EW8
z(Ddjk#HWm_*+!GerMs8=;H#$N#Tu@}(?oiYP1=-NMHLeZH>TCtNxr=}<rTkf9+gVB
z-NRH9x98W6mnr;Ff&OiIcKI95;ZeeC+0GkFz4oZKUerDAOP)i%&&xrq&rL?nLFp=G
z?a9+bq6qj(8}PLUR2(2075tKYvY9e=zjFZQN*x)QBk-?lON#5m6wY8MG}<=Nk22!G
zszW^vcO1*Ypz!ouX;}?0xKD%rJ*T>)!#D#Nv3x~juMvDWBsPjxK3v(AZfD6h(yTh-
zzTnOH^@bV|Pek-YD>%{>eW9yk4VIR*K3if}7pgHlf+YG#vX!hbg1l+z%|bL7grCSv
zWLd$f<2>ixE~@*?M=`U*JczkJZmg`0ku}l>AXUj=V~3FmF{Q8Kn2hx6vZe-<Kc-on
z2!E5YNd^j|$)Ej{F;3UPoSz&+_gh>k#C_JmiJ32jAwZSUE6&d9gh;EKzu=C2KunEe
zCe1QP{skuI0buDk*GL&g6(9o(p-H=fZlH4RpvoZ_PczSasLmFthp)0HV?BqGkpWvj
zxUQZw{6!P`7Ypq-e!-7?IMB@1_<GjB52&oPuoMiTh)Sb`uW#4NMr&l1WDh~fQ$+UB
z{^I$%X1lfM2#sGHZL0nRjchhuP*npxQiU;52(nN150EXv4~4S=e1WSEFrB=~yW@v{
z-J~%`kV}-<a)7KXbt>-q5=W=lU!pXdbd<bVVAO|xo>^HLe}d}z{U+1E5Z7uyy3Jnz
z7KGdC(xCN!QDh?+$-0rZ>Y|Md{&zR-{yy3_zNTLy04&pAz5ksr_x*?|Ah978_4i+n
zZ1+PpX~bOPZU8|l!zD(xEinImLQn4d&Ot*;S0`Ujww{QAKWWN#XJc6zwb67O(@%F7
zn<YZt6QcobjtgHOqWE%X&AJ1~<|!b4bCu7*_e8=i36oQB!Yz&EwhLK)+FZcMnK}~l
z`<U<Krc*-V=S%2l6zP7qsqy@t8cA+TeOFih-bc(5(<?Kc%(DN$9pxj+^V7f6C(MZm
z4Ifxv+wSWb(?8bS&+J$K$~~uuknwfLj*j%0ywFOlo><Vl^!5<nwA*Xcz0r~=$JX6`
z%i??C_xCyhQ;Iz&Jq7*YS!_lS<=^P%>)HjT<f$VwP(RbOc;1>lgNh$qKaox}=xA!L
zj*!~|%S&@Qo_HN?5)wl#O>ZkZO(lZp)Vq5XIm!^6N>o!0HclFd6&Wcph?0PKrw85k
z<l{WeQq#?24eNEvdS!_w=aV{~wIV4%TQR3yCaDycYp1|P;^pOwWam;Vlc{w%r*66l
zz@eqdVq3_Kd>GwCgUIGXu%4Qj={U5hW(qLUr12+XsXxVp)4RN9z8)!F>Uk0Y!u?HO
zb9jSYohAbp1?W;4v1HZ9LQTCh;Ti2SDwCTR8V@!QHETZU)H%W|4vHRu09B{jES&s=
z=!pzq8VN92ocoqmGsSkbVNQW|q}Nq3#Z<GV^>F;KPm8<0s3-HSa{t!}t|n*Y4*?B;
z#%GZd?&_PGD&S?b!N;LpNKI}!nV^Ag!YMh6Ux^$~zxpOi0#DV+u1R`HuwD*CH66Tw
zjG|PYto*U6(upCi$;u(N=~AYbV*NPY&f472Qoe!IW0RyhH}wiK-^_{W;v`AC-o@e5
zT7zjJ*;ptg#~8FV&~!u)Yy7KVP?p_!2|pl5$7$|eOOuyddDBxi#q?F4n_rp~n6tL(
zB#&&A(kSRQdfyCvu%3>q>Flq(x@O_Nj^{Q3FCo=nX4KJjuGp>PZ;_Z)q&!x#T<PT~
z&vv1Yn@onKN#NugL^rV{yIRIEN=*(TrF@gS&Z&c{($naPl1$q_x<xfv>693(toF`Q
zoB_@R1eLPpGtQbR2Q%}g-Sc!<i=3_X;vDo_)ar|F?(&{(3}@{P)QXIy8u$(C+i~s;
z%;ObG@CO?R=QMAA2~`ME39ald?mpVwN%VNy*%RKWcqXbYH9F)IH+{=;4dPggM}CJO
z<I#97pm}MsGw5ytW&vLAe4qnb9vi?E_d~GSl0Zu}voX@h@&Y^Ar5+U!V(*~f;e53Z
z$MaUYlJD8xHM`1rg6PnXdh7Pa(Q_-D^#*ARKQ&kDs<>+(#BR~$CTwXMCYNG-d?(_i
zpQsrxys3KDANOCUoVYn5I#9<tPrlUj)Y(+`7Ee)_XaE-0nhtc;?uYOK4~XR34}3Fi
zZ=SYP$3ERVHW+&ODP}TS_5DnovwhC~;ykY$sopesdLMY}2~b?Veng#BID#@L&6AHV
zEvi;fBIO7_&xoHdx7tjf|585>^nZ@-EyRvPXFjIC5j_{rD2xea@sLiGp6;h&UZxUx
z)-qp`5)ma(mimy|fArX*4D)rV+g&EUQ|>b(T_y{z`WH;F{c>OqC)~77s%(nu|8Ojt
zTr9i;pBiLqP#?^P7+*p+h?FOFuD~3V5O)9k`SY$*<K9lWH#+vqz@(^)be!;H8VS0E
z|2>r>X|kjrkL;Y6PBKRZ53J&rRev6&qLB{^im#ZIOziCHO_h<VEk1lMOWs}lth@rT
zpCmOoFVBgfOG?~hO~Rm<)N%6nXlXK2nj{-K>r}=6lNn^IewahS*x;J{ftxNluTp12
zcbnz!3Jay(OeTOAwp3gH0q>k*r1DsB?VT0&KQL2&q^~pJNC;&H*fhQf5`<4QNQEo9
zZSJi}w~nZ@u)J!bX$iub28Y8mBV<-XpRZPx{O*dDMrHlU1o_1Z0zNl(pxF!~rKI1o
zv?PvAEquR}+|6k3dA>0a9xf`DevnH;7}uuXg?5Fe(i`+(oPXAEO@a&}pm^;@xD-xZ
zBw-y#hA<4(IG38r_OLIFnlKS_PRq+6NFZhJJ6<{wCCOh_D3L&TO9z1~IJWn^ecf@T
z^nItGV?K1FdhkjXML(&i0BCnCoI28)+-J5+LPP!1iBYH2uqr*Mf`(g#Ub`9c5soE=
zUkoV~WGRJPQVT~_c5K?syK}8K=LOJf@?Rc#T(8Y1tb7e@&h=#Vl?EgI>ain877(m$
zU_J!<2YOGIo_6X3@&RHi|3ma^&f)0wf*hW=BTxf_^sQ@JAd-MBPBbXk-``$5sv}3p
z6@k8c&DKLkmPJRwz@PDpD<_j%9%pMzXFLk0$By?N0(O|NsvLwv!jvh4_@*n`Bf@p)
z$9p*2mSoYMH-`!b5xW0HXS?9XdpDP*Yr{^FU?U~_Apsvp+^Y&@-B~I>hX^odgISOW
zY}TwS=(`Tw@@yGHKD$IT#9tH(t!XgW_erw5AC9i<<HTCiA2RcK2=R49r+j4bJ^>#Q
zIp<u8L0_S#jel&f4*iGE`(pIwyhg^k#091b;H$7zSyqkn%lviM$eovVF$h&XUQK>d
zeczU13L*n>%oQOIDd(kf%TJmtaHCO=2q_s9o{1`lV{qjvw^djf;){mK`1hz|ImlF+
zG3PO>`Wt2fCq_aR)D$2C05Jo^`AV(0$#_O2mTG&oF^Hbosv8q~GM|U~UMo2dR%aG-
zErbnxqLD2%klq9qmcCKbiAb}GTanHMq_6o_XV$w))z;beT%pF_<z!1OG$}M?jA4Ai
zT;{^*bP|3YrXBG-M1<Y;wXY4hqF_sGdLz#3%TnBE;z@U>7ac7~;jd4;KVI78e_gnP
z$<fl39eS6Reh@`gF9UBycx8r_ldLpmu!M!JC~4?u^qCd`dW&^x|4^8&PbtzR*s_{g
zo`t&Z&fG(w)O`MxoLr6hdaB@z%IKr;F*?3nNmVN_C1sz!hMPWT?v>W+J`?GvD|ltQ
z(S3lB1wPH@&{ad!$Jqi0^`bwL2W}U`#q+hk6d&O)&uRLj2T+JfFRGeXPJKtzyszf_
z9n{=_cl1xFioD^N#>FdI?+_?!gtA4eEI04Ur>U6g`4I61&%71dMUFE&jPbmd$l@Ou
z6-v}ei%ZI&*TCir>+%mcW#ZI0V@)mcw6`1Dhb@88fbjdYltFdQdVt!{G$?!Ha3n!*
zlUc^Wuu-*8g(jZwfT&132+dorlAe~93a}iR4(XK<1`s}t`c^@C^s~jC(OVE8I$u_T
zgeiclBE)dESl!~NMGY_oa$E=;?Ew}Z{+7)tMt8e1eh}kvNCgeoX7*=S=H#GdD}Jq*
zo8Aa6T=Z1e?@SCS{G)0q5g|>w)sRYKjS_yrS2D#oxT;Iw8<2x&d*>kF(Z!I(VN>D3
z66x-AHLG`1a8Ack`cM_t4$U@aMq(qjUrkkFRE3j>do`B_>trane%j@{TE<r*POviJ
z<z5=;EoQvq<rm}X>0{6RXk9k))_r}+cnv7#5%9b}o0)EhxV9}bKCov08-++AXpDVH
zk0adwy%xUtDCcB37w>&q@qo+MO>=-c=I=8ySDmqD&FyWUzAq`%YBi8GAz4ZHF`NH$
zxk5f@W2uo7roZ?*C<8JH#KE+;#ND;x>GL>UjDO$R6hjB}F|iWfAAXycIS+sbbcmU#
ziZXe>v`?`Zyw<f{*B4EQUnlU<3}-Mk149yqhYTxp#nxm@S2ljg;c&yxQ(2y}C;X$m
z+SY&Mg+GO>Ips_h_QSTFY3Rw4S2pSXIi?{6ZZ<NimH)yeGVILwB<`f8(o_#bbGR5M
z0qVjos01CoEmBM>sokVta0*EC*$~q+ghuJ!^V`Se9PT*nx^R42mF{lvNrM>XgJr{<
z3ghMR$zh302D~A7BPox<`kDkXC4J?Mlf7wYfu4<K^Tt0KsD-xsbYlZr&|DLvT3Wx^
zSP_jGJKX^I?h0OB@-8Gk9XJP_k&;_$*vDLt=m{-($eDOHz(Zti(r!zSps&q8zqtFh
zx~lvi{NA$tt2Y-BpB|RC)9=^_%1V%i64k2t%h<*(G{VNu5mdpNgsfx?xd9xornJl0
zyxn592wL4}Ms{M?Z~t2h;7dQ&Ul2{{XTu2G2+vuk4baOr)+N%PSw@C~f=eavc2$mC
z(yX_sI^Ou}$N9u+sR3cV>^t&76d3w-yme))F(;I@w458(V<PLNKJY!4hnk;ez;b2)
zf`LxI;8VtEtHr(^KXoT6GuvNqdKwQJm0(TEYU4)~W%irpEvyx80Fiv%Lw2DCAKy<e
zM&q>ORSX7rlI?Ca5GPhEC)CUnYVZlxPsl*JyXb=%^W_en+KWFTVq^q456-M#h5;2G
zo+oDUj5xU=qaP<95;B_jJ|O;VS@{@Q>whBE5WX9B`Ez8jGed4=1|c9g*49#vnPb!s
zU{HmMHjGw~3vb!Y(+i@dhe%zC%kJS_%z2jOOp?<Va0lYj%!3H&*>&xJn=zkxO6hH8
ze}wSbBQ*U~`66+lAEGpiiMM0fi<z63goiuk|94ghFO2XwM?=9*1#0XC3|)jG?m)i4
zA_SH^FFb~FGdV;k^M~W>=j@S}Pp9pSne=3>9f_EhSQJM9*akk`Cu3rP>98K6sfGVK
z|H%&b+^Qak4fJCF6_GSLY)#w)MnW?C5^z!P(_n9JWvogymWwy0oAbM&lP5-o_|<Qe
z*+LN^mVBo8o~dPN;CcI`<A37gIt=#2lF~{f@)Jmy6a>8Otd0&61Q(>dRG7dsn2QL1
zlenJ?-wAYAyG!tQsIw(kmmZ~!>;ZRhjndNF!a07r8j_`c!SEy#%n*~38<`J~RXyRf
zJxuSuKOs%ZJ(=-s{K`D=>P_fxMij50ese_nj>G#G&&S?ivkCmKO_j+!Yckz?D`zVr
zaHjl4h8IceN;gPT;Ncr>>Luk(c+lHP8PQ2BBy&OIu|a?!JRt(fQ)I<3&UcocgG6u$
z><z!s@b5aIT_&16Nko*4<@DMu$moApZ|fR|qi_b6_5G(nMA{4+H9RJr!Sl_5uWl54
z|BVIH*u2+64c81eGh@>@KE<)j?^i3d@W2g9tYGVS>plGb&EEz`-r+g{;BthzquwD0
zV~U4u&fHH8*I$xkkE@S9wHD9$I*t7Ve#k0N==|I*W(SdJ`4H-^IGT)_Op{Yx$9)%2
z2MxxRE+i+St;YJAZ<z*|pA>Dik;E{zzljk*WSOw`fhD%f0u@gB*!+q5?Bi|wgk&du
zQt5+Oyi;#atqdtlzv&<?xfW$DO*3(Hgz1U)Gg-_TkVKcuNHPdSyMci9>Q~%wPuGx%
z?AV8AmWm}FDi5jzv5AQA%RV-N|Il&2e<&c=pubO_17iM>e*Xx+@$bX`@433>6viCI
z>9s-k#+L@F|04K)IqZZJ>iu_P6%=3oe?HtP;PQE5l1XJC7ZmKRjU@R;KlZavm)636
z*V(kPvSP}d0=ok)BNhJ)?=#q5?)_jF2}3-0>RemX5_r23k<a3CERUc8ouwn%`}uzP
zyd8wJ(&NiZOiUac9PDtE?SAvR_1RM!NddEg3ZhOWO69Y6L3D#qwHmAK8k?|)2sIVe
zcTUdKy^+{Q*K3ePU&NaU%=J_AQ?nM`bdKsa9?k)CR?U2$Z?`sEJp=*c<I*kmThpN2
z$XK;XTTKR-R9X;My3ujb0c67d#`ktL!1sFAC@Lm)ed+(1Y2W*v0y+Z~4ej|v!GFBE
zb#t8evTMPTFxUTs8%f~lyWs2UOxx>4=kwd`45K4Ghz`v_7tH(N=#Kc%v+^9sXB6#B
zRdErS{WzcVtsf(wEVW~$+vE#cO3FRW@doHVm6ViJ)YQHpqoVfj4n=xi^+DqZ`ti+T
zzln>9h3BcaRfPwrAE(ewWbt_>T=stEY;?Nc{=2a4ZG*1v?sP$a0SpWbI{luk>%EcN
zs{y1&&)Y)|01>xS@KKI;49L{=9@j=M_rMWQuB5emuE2%_J8H0XR%0A?$S>I1l{E%E
zG?^ctV5m#Y=bdz(RA7vZQ1OgffJ0^Ve*9=Gy$Hz$M4dBX_aU({k$lJ*szJmy8n`i!
zeC*23y$<+(TXJB&7}t?$Vwu3Q>{(J*f{?tWa`}TPvk;p2S`EDF=(HquYEhxLHKJuP
zKa!{URL0`XYY>va?<uprK4>D7`_sjwl#~XK>s|Q;xc&oi&<-=Lpq&_`6co${f1}8z
zvp`8Dc<jeZfY1XzmqWnT`-Qt~CP(z-q%6qsn!SF$ndcJ|6Wk8lV65iTWHdAp?aoIx
zxu0)gj6F{Uu~uX-!V>b*OUb(qydXp|Kep$E)wztZz_aga$57OEIG<eSjJj6FwOim?
z1~x(oRm4bZ0p|gz=|tAiZXD${G278OZ#Um<G4$ll?mCy#9Sro6W!+=`*3M*l_A@U%
zX%)3nkM4L5I)HP_r?J=^%iwx<h<*SsBaE5vX*-A>NJ~pQ<e|6IK(43NIeh-yKVFLQ
zIkH2;YYCro%r<qutUps2D=_|az4tt!|Iv@Yx&A{@5!tPipcNnoI(UC!_j7}TgWElx
zE3|D9bliocl+W4@!P5KA%ZnF~`+jB)8mmYI5BG2I=~!){zZ^_&A0Esc>Oz@c^qEf0
zHiiI7t|(C2eO!x@LrY&GD)!dy45SBKEULuNRp`ick)pw!V81Qr*SqEv`x@gq=lEev
z5YNVVCrvIdFe7}WiInnXi|!}j&=HB6oF1hBaRMAO#D8pt-qJEQDrM@VcgVUsawf-c
z9RO5*EP;O)I~`Aq!mq&Jz;rY?&Ek~{4LexVuN6218e&z&5;W@(Y!^C`G`-lksJ+S4
zOVyI<0MsY~p2UnjS;0b<q`(*^r!R?2+>z9D?gcS=(tX-e$HhzRPKKK5U(jxuIT$Z1
z7;21+f_CfWqC#}VG&XpQawkaLbF%k|nfFy8Wcp#bn!+!0%JK|M2}8%=LD&Df^erKG
zI)9%QE2G|#?#-DZypU`hGnm;>hD)k-jY_8#&*j<#^AMHuTUmYFwFM1#W_8<_0cOEe
znFl%o+X$p%igXxFHOcE8(S)zw0^|Z9hjRE^H=75&jgOC~U@i06lES3Iqg?3?Y<jQ~
znWQ_$qkMx$IAO_dZRHGtMmntNyx3i-H|~17nK)aihsc%>lP=!X|9rs`{Cu9_200TN
ziO^&`iQ2Y>h|L1osyU<cq60p0EEsTJ($Rt2t+!>UADJuFJ-dh=Oq&5XKl}qq6FyrH
zc?a0H1Gqj4&PG1$h%s}iZc@^zA|y*Z3bO~>Ga6x=C?+%TBbHO+YdC+%!HQ`oryb!^
zc@C{H4?u8}@m<lxq%;0RM;MAsl=5JS3JURZ+TGPWkl!B?MyrXoEE0$dD6yfW2D{iu
zB9N!_Ri#V8LLJlWh!`A$SL(^0%u04ENZCiJ-ISaDg4NU+^5$~k)zXfdRwqhwyQi}o
z7FfLKb<|l-Mn@&`sKX#etmcFX;`^oOz17+M;_A-JerV;$*|`vw&oGc!JCi&sYllSH
z(VBj`<z<#yKl2t=c6@_&P&!{q)KB<zdv0<_CrM`QgOkn+XJABPni#oqmxXeMVgBgI
z70c~-vQn@>?V%^KDl<klB6BQYclOOebD~aOf%5Ub+hl6y`}yMPU^PtP(-`FZWBMq=
zn0P%!`rvc9sO-9^(d%9TJf*BxvhD#x!q--$Fu)BPg*#{_0<Aa57#NFYo<KrFp|-5w
zpwhw3NAR?xEU>Jlg>igacNzDWTe+Zo`s`>t&IVVY+HefPL=v^K$LISax7Qt&L=3*+
z)pp-x7I)*6TcJek;YH`=A?OJQse`uNI{*2+_hqq`L3|N%r(zeB6EK>KWUOHUQ@N!#
zki%Gom0!9nzSF^iuH=~}F0Leqn6Qj)oS7*qlba(GWLXlZT8pmy&;@?p36=CULsM``
z%F&$Lj-h07M6~ZlRMyYn$~pf{vA@1FtpE<g@zOMbOX*iQDn_O;)l+A3k~Vm*18S~J
zA0Mhq?or%h141W2YRC-!eh*ZDo&u5HjA|;s>Rraz54R~0^-0nq)LQYSiLmmtzo7=(
zd+=uqzp*&{u@zk~zxwZkgJQ6<0_D*x(=Vx!yQbtTNPxg45v(&6qMvy`Ien3@R8mX9
z$nFyNm`>T5_(FDD_v&q08y)muq>18G<PL1vd;av)BS!*6Hz%mmk`2@@i}z!M;oMD8
zp(TmUFa^-U`bNUv&*>77)OSg;ep4<f9}<Q7rJ<6com9ftuYs9%a@;5tB36{{)<MiV
zFl6X!WwKkVh2?2LcJ&`fN9}Zr`)XbLM@2>*bFAFo-Wq?rJqL${K}5$k9ZseP>D7*m
zjD$%LdIp2miQUV~8PL?K*<ypUv$M1Au^0VsY2m$S3knDTBlJ2ZzUck*Q=!2S3H`Pc
zFG1M1y!`l6MHRUQPC!5a)WP;b#AoMK`Xz0N2bQR8)Q<{f!z_yc-4OIvKa{BhVOH)K
z7;ol~VvdOAb7B60C~&O%Y?G5J$AF*F9VeKDQPL#N@i?~8*;Y*!p={N0Y!>W_wwGKL
zDpscnj!Lluun~P3C0C8+MDqYAgWB@26uuw48W0S;4~O6rQ@TF{P!o{a*3WMpcAT2m
zycth_6^U0vN<<%xO;%JAAeWI3)>`%<(`%irRPuVxO+q^a!NZ1h{>lpb23d(tbunsz
zJFt!;ro7SN?^ylr5MuTZ$k_KhQ-Ho^r9j9XCo(UOTBWecGr}-tw$7bUJdFkusfn%k
z*GCYjxYz-GEj5>VB(SzA1)pJ^kEU&(wF~Evv9R3zLNJ4^*Xw4Hmp*;>pk|g|?7%y9
z8FXSp3p|=U%SHQmXsKt|1bd)Uc~YLj72;ovSk`oj2S4Y)UK@C(lnKhdn6oc3{6W%r
zr9;<NO$)VDRQ~lI2QMzY-C)=lq_tPxsuUs(d(V!T<#N_^hJ%p-s&)yeUs!3itZWJ@
z5-JR42qkVU6fLhB(L4G=rs!QE)A^^R22~rOEJ^zKj#QYmSqqAtg9i8~4-#>;F2Aqr
z0eQcZcGQOpV`7xgjW9ywRTXz9w4VW$*J0_`&((KppWf#wdme(NSuZ+!Z}&}4^VVlL
zVSQx&uH~|YQiZ)eQh`gD{^Y@tk)wWvqobNU16?T5;>MF)-qq)s?6bEc3QTdKp^h&!
zYj@~0%u{Samav@?Lq-=|-+DtR)`I&~g<l#yK@}lLT_4yImNkUTDb(ys9Smta@nlB5
zS)z^1x$2eq5EkNoM{wk?#EYzTz*X@&QLW5*A{CF<GG8@S)f-e=XNEa;z%ItnCFoO?
znCN~jXH3mcw;DcPwp1f{wwOZ*I~^~%Y6B?_SMJ>~Lo#JXJz26*QxW%cwSEK^1)ScX
zMoa)6zFJd^7~WA6`}!dcWx`AOdSP%>r?<f<Kvj;Y0{ah|l<Eu9s??=BE_SLbht&#&
zIICV`5kQFhvMIH-sR=!^dQT!aE)IEafL5pFzqAVUw2TES6(nwYs3neHzwLd)24$CI
zTMIXX=BJyMv1GJ8rgHLc3wu{w2_717?e<gR_q_@zynEDifw2uA2V6-4JeZi6Oxl(^
z<v8_x_xYi#_6Lm)Nk>Lj7c*q;DZh4Czmg<M{{VQ#*0C|illhW+!n05btk;|=H){4y
z2AnT?7!i#Zdg)L+(@u6DGcOromkxAPR@HyDK)Wi@R*rd6rTmRX?&OP2QVNL8d1@Cg
zA~+%IRho0d3PKyBmlb*R{CdrrKs_w`z<Ywt7rlGM9M?bsmCYXc1U+B(6q0}IXaqFD
z4z^AWffFPZM<P<o2ni0Z^SVDpoB*LdUV=)1rj}5fj>lL7-J>fpL&|@GVDx?FsWfKe
zrx#!?4v)(*IgRQgCY{Egn}Z3)Q-K_RV&%!-AnC?;$Mc7J2u<1FRDC)<(M8BeCmAK=
z&edF_CGAHKPAeftMNffD^Iw)5y+iUxNb@s$rK&5j<})Dn4(;_iQQ7?qbs8)4<%P9(
z(_8*&LGJ$6k);Tz{K+zhXYR!aJA`{-Jf)MPd`Ck&`8@NigOBdhx3r}G_w*C_T!8~x
z?d{Wp9;ZP;j!~}-NbFrX;W{PcXRYq|xy`-<*P#OSFRZSW!p>nN@fAYswAy9Ly<LXa
zw_<SfKPIXFj^}J}*@_4Y+inD*Ed=&oA{61vCky7<<3nv?a#pcs-I-yB6De#gQ{ywB
zk&d`%?0K^o<UdIaC<096L$J1xgB(#8V3zq8QG-4Xs%YS~v(-fYZ}B5U{`k@21OIR{
zf&03UrlzJomdt-*=zIy#pmVW)xjRWpO}zz`f(`;rRnC{)k1US6q7P@Q&SMi!p!r{>
zN8vwVa*d7Ax7zJFP<xXtwg4`VtM7e%ePBf;B@N~?gda~Mf(f~~Go$gO&jUmse?SX7
z7ij4Y3=FhcZ3qF`CDC{!CV$QX6q4}WPO|<BZ96xnp^1F{{6-<AqN6i;y4nGIoB4c0
zDlaehxt-#~{`S?$*%=3f@|+JRcdm8@@OfN*|AX&ckDK1Ut7N}si$TFl(=&~o0%&68
zez`~UMFib>>Ms}%s91rQW77Wqeyv{{W@r?$+n^Hu(0@!=>TLlWC9>)Lua~{CbQ3l!
zb%Fn`3zTKUYBrgc!U#r9Lt}J%IE9XhiAqESVl;XD-+}t8z5asr_4QTyy*XuNR5@O!
z)c-PRK}{h2+3fcA1X&9P9=@{);X6$CY^}Z^2%&_BhwoI@_MEa!fv$SB$ubef4di|X
zV#g5-J|`~xY(H&XP@IAo1`%+4Y(a+!4+d(35VX@M9Ug}b7;djKKMzlbX=iXSq+RDZ
z$J_fms6E5ak9V-H`z7sl=NW$43^rJOeSJ)Nt-+;g?efY>h(9(Q&J*;l4jZn^x_@8b
z`k$>3Ei!X;?p(6}4TWov(CA9CT*V25s1YY(33x-Li@$8g@Lp_#^jU`>huLg&B>x*F
zphg8i@jfD`78muuFxjzl1MHtGK$ZfRN{Ay1Cl(3aK0lv|CzW7uLV()o2h!DHfZkQW
z2ydZ)gGL5uGt_C2P3i&XwkfG8DNe8Ftq|Klpp1$N`a}x7Na+Hz!}gDV4zRB67MGJl
z0F8)qH^G0f|Ks&?<iM%<t!=|jJPO-U>69D>OB)FGXa(<P?>jhN9jo!$f&I&2b2ygB
zUuYgCRS>jw*VS?F2e9{dM1&EDATu#HFI214>~y2IUaqlaW!H3ZVY@w=IVw)o`(kkV
zw;VK@Kt7%;tdDSXbOinK@!I>D35p#e6$IatS~tBS)%83N3Kr#%8Cnj1v_8A%E7?91
zUrbdRD@LWfjm@uO2y&%8c3O>RQW#$otmMvd(x&s1$JKMPF@O}B>XRRN*JH@<-LQyi
z$iC{xjU&=eEn7+=^p@pe)C2^R(}RK4YNJU<L<XB-Onc#mbl8p$W6I7SJ)D)RS7{MT
zTm9OvwIb`C9WiTxoOL%LLQ&@q)`|7WM8*fNTgrOphe`JS;<1R^tqWhUne(W}V()EM
z9HQR*KP4Aq-`gBV!7egg(83E}Icq-enBwjK?)twPEb$-5`Y)IrJnJ*p%96Yn6U)AI
zF;7Va_~|`CON)LiNAr2L3iiE&uiHG`s?$}gHJm>BRp~mU(NppYV#dP?9?hH@uV<e8
z;C1Hm?`dSF<MJFFt3cSQH~gfw>h7LH#2dA7Miy_z+9qKf7#_C@-};c3>CY>f#NT4J
z-)a53j?vH4Sa3_AXNJkB_w5geOybogLPecV5N~S$(Qf(Lz~$Pb6m7eIph&24@us!+
zJ$fpW^EOidt$<t(<h)Xa+`~=pOQ`K7ZF{k5wN{+z?XfbY!Y9Di$MAxJ;MAW$2oT2b
z8wiF)^LnG_`sL7Wb+Lny(O#dFork&d7@s)9lWxi6;DS6s1Zy@I4BUw{o}A$8pYBkD
zeR*avUNT4#L>}}FMA$#_9kAbWzwd&f^fwsj-H0}Qu8WyA>Pyu3i#_lFk|WR`Tu4v#
zBC;}G@;;P*y#YWXz+e1Sd_8I9y9o`V31DToY3wySk+2hgyP>3eas}%>dnBdRf6X}1
z&$7#09$BoiX|1AX9F~VWoC&u&+?bD@X~8#h%Sp_57<-{@`^@iqdyemW^E^bbcon)@
z$<+9e+-s1qf4E4ycZ81AYe@7T411;68vK$d$VtdO{cCc-#<9r`6^nNHuc9l|3?{eV
zn}@WFOuT9P0#W7^1qgtm7KEuEFa4YDX=}T7>swVT7h9fB#TXeG5eazyQpnla*=6<~
zO{NcIaXV{$#DI2Opr9xb**tGWgWQ30`#To;&g6A>ui~pW@f9c+)zf|s4FKAy7<3(Y
z8GKI^_h5aG9eG~(+?3o;I@~lM5|6qW;R3@3&g3mXO97m|O)!SBF#yHSOShC?jQyhu
z`)<+`=Xv}oo|~na@&x<--s+`C;!N?+O7xl!s3X6j*;nvH#?7>8w6@1&2yr%C#OLOn
zL+6>e3`mvOyBTp;7<s88ctR7i?35OLHk@o-YQU!88=X@?!*W8;^AW|^e=bz{9#JX5
zvqzoJx^5f~$Kn0%8iF6DdOko%meu!<Qe6t9n{Adq82Fv}jsx!SM&@}LaH;UspsQGQ
z#w+uW-eKcsb>B_lpuMuc^sf%b6JOFUDUbZnu6Zwt^voD_e?~6FfqA4iO`JtBVyGP!
zVlNNSTplblto8tr>nS6fff+Ej6<vG=9ot><?Ro?orUgO}RGA3!PZ(AAmn|aT>T~nD
zWkd_^ip~QmB|C&vR6Drs04zrmXOrB#0twH0nD2qPciv;_`yX?N_i)7X-Ew7J{#=5P
zZNp_wsLtpnW-YfKbm4vlgHJ!K=6ABFLhXC@XFY{|2YW7+8FTu;Caie(tx=1x!~=i9
zIZGrL?>;X<@jGYbo?a~ejclGFbLfq{Yto+^R@dJJ?GPXVeJ_n8Le(al8usIyeiNa4
z*(T&LsVE=-3PKGoV+#|O+10Q6?7EcHnQU1GBF|DjBKG}HiNN~k8$;XYM-4yhQD07%
zdbwV|C)$9Q1>LX1JrRC7BRE$6XI{(n71>?xie@HJf~27VO3qnbu~{l&P|bHW^I)Xk
zAm&nhw^kskU*o3^DCc6j!{-FEjtlHcxnZAPT7VL#M<KP00kY>~tO4%EzFHnTwO79u
zSSYoJHkJ|Kwof{NY2DA-YS9Ga)f<a4JJEuQs{XjgTS1}6{pqZKmmoMjTBC^Usw4#8
zd;=4!V?+e)NlHJ1ef8C@OWpBBr}-W?;QEI^566Few_CJ0ma?Z8Md-@^L20;u3=WyY
z*B2U#+p$^34W`@#|3|C5T5y2+Wrxu<J}>#*bgL0bpX5{DU!LQR^5*cv;n<tQXM;v5
zXp;K=#|1q1Kkr)!xHk+DJLVdKQQ~!A*R5^g>2L3k)qHL8+PMTEacyYiVzM;fvv_##
z04U_oM}A9Lp|X{ZGI9<3xpQJzzx>#)JvNcGvuE@F!?k(=F`Ukt#RL1)!jIU)`E9>-
z;qB`E4SQmuleXyl9l?M5s=Sd9aG0YT+ucr(Rnl|@$v*nGN>FnDrP12z<6zLu9eHh<
zgI6W8_-oS+1WfR7YVVpu<L!c%Jfb3#8emGM2EjFY0BickCcJ*aven{Y1CJS!E#WAw
zGparX&euAp4R^Ztp1`%8K-r%Il%<{696OZEJjmlnAHUBhR}B$bqM_4!a1Qygr2Cm*
zKj(Sqay#2+X74UrcO=G<azcsW#9N8J0`&XNJjhdIp=o)EX66b`7kD0WuXlP-P`6J^
zTQ77*j**F0lt!itg)IE%n^yEjrg3Lu)SA-UzkGM7%GgQ)NCNH%dd$DK`KJ7Gz(EGD
z{STJm_A|J}D!pEYYTz^bF@bKRYU(yG@REZ7{pHzK*}?VHgP&KBSLA$-hr`CzNO|K=
z?xod+uQx6LtNHBg$ZX3Fx>6vh{_s16>uvwq7-N==n+NmDh0vRui?XQKT6A$+#G694
zkI{qmf;SGfKwMd`di_BF*03f7FQk|4owCE$#&RRaCl~z9cjh-9E<Fjq6REebEzu@i
zANy})h86_0ThF1zh#1BYrVqX@S#P*R7nvoeY>IaX-Qi;HOU#{3`2(!0dts+5V>mJR
zZ#i%CUT+eWQnT5YlN@?cJ-l(F3YD7azP}UE-f#w~=>R>(TVR6olvDu^d%>@)C(A-M
z(`9Byo)@~v44D5FC1B~QwkKvI2u!x|#?=o@e>E*smF7qyGM3RKxGiC0sC+)dj`jcg
z0pW||>5NQU3dz!PPX}kNvwuWD(Q8S#89ZoU7JF{T7nC_q;QAM_Ehkv&Bgzf~-#S{b
z&d`+r@8g^z|DFQEZo5Z2ronUu?4olB@9OQR&J`o{HLir`y*~k6H5UTJ3+qct=F@Fc
zz_39}ujuZc$Tg$DaL2s;s#60I=T{_yO%cv`u8zul7`>>R0<&SPFbzOSs(Ojfg5mh9
zCki%|Be1A1`u56g0gm6PFycVLqrTyZcL@VfJ_LOZLw@qOF-WGm4B+E$PkD0hz}};S
z@tu^h<4^soY6b$9kWf%BR)4bow-&%t76j+9dp=&QLlFtQ!lf6xq2Mv=e4cM2J7SOY
zM@_C-%duREKw*<d>Oix%oe1u~mtQd+mj6-){^{~7!if=<sqF3T*X=k31a{GpgK0wm
z=fi+kzODXVFwq$h-c`r_C(gmeuiE+3H{Qb#3c~&l+Xm!8LF~S|-$2U)Z44;sM#=cD
z*I;B?_iyL)qqZlgVRTS~ylxjpQ6E^oy6FGczZKdo1*T#>TQAjLPC&G681*{{wc)pK
z*gg1q1}xgw8XnIQM=ygq{WVK#1a`!3a}fl426`zXLFC{6(rdqecXFFvrGp$C*#`h*
z_VwY~^`5JtoPn|!vPeNR`=0nl722ohzwq<F?(9DiBTT=l+<ym;|4)bgA?i7DM#HaM
zfKLV;-K^p_M>`H8{kk#!n5&C|=c<og;e+KrBei5VBeuI|XrK<3!ZmRrXCA5!;|1T4
zrk8}GUGT<g`NtTG1!xzGm2~?AA9NM|KIJ<5>ZcZKa+*3_c&5HJ7pti72yy?;yiDt}
zX(Tk=^2f7HL{qWTo&b=4?p78eP>I}$zCY5HZ2GJ=)%}|TFi`)6w!l!?10<YYiv0%I
z42JmA*yoW4p>;P+s4l{Bmt&%;(P!-QAcfnT6(NVJU+&Hy{cx5jG89Osk@Ifb>mOJj
zicSQ*es@T33`K$xg5%~xw5wFCITWYEJq-VenVLa;IM~UnU!^`@vRKTa`W1hb_ZcNR
zx+J?fD1A1KW#Q_>^8bW?*6!UtE(gNm2u6<V-cy0c_{x3&FBM-F>p!<PH^Nj^4}CxV
z2h40aZ04fjth{BbilFCZjEZUuYG`djyAsR>DegIc_70-cy2zT3Ud(rj0H>+4hr?j4
ze)uD@y04LOl;_LOC-H>tZRh8UA=!-(Be1FMs+n}|JdS*Yg7lFbYRO%8bbtiz=xjOD
z^SqrUI#-9x@#Z95?@8hqKr28E$v9KfIqtNGq4@iMJ#pt|zEZq41b?RGxYn!=O51l~
zA^P1H1HBxo<D{PaQ^}h0G)9GmP`=+XptCA&y%@NnbkN8AJ-jL0a!?|xrsk&mneTBJ
zaZ)Qtb3u;6yc9)QS=>+$9O$P0;}JVy*o?`muF$kqXTsCU5NZxWR$%S49}Q*ZI1J4J
z3!~0U9YcHza=yeQ4jbHqmfF)8c4CWhpou4(fFs87k^SrHKr#A0y5gHAhUj42jUokX
za=ZD`-!l=(=hvY$k$I`kfpG9y-jq2|>TV4f($n<9E7X4N+MqeRTR~`1!iNK@QcL6C
zpW4%>Svqj;X)Cn~WJ^!K{YR!u598F-?;`K%#`L8up+pho4cCj%3$))b@_y}tG~%xN
zd<iv=L$2oi7C&32^Gw2|<~OR>UTxTAQmRW`dhuQZM8!cnG1Rw$>(iNgA(~7Q$TdN&
z#7`8d%9{yh3Y%0%E^@=;Sw~Z9UH(KtL17D1=Lt9W25;9UmCDSN*p#shw$~QkVL(zG
zJI(s?fS57)tBcQU%Um%_Su!13$DY1mHhVA;J~ciu`S)wJj@l*kjQND-of>;MtJA1A
zHNw$@4qS`(_BPLr`eHmEYnUlKOL(=0d>=H0$Ao5g6ZY#nNFvS|8)ZE)s;~5`RMR)!
zUBS3-50<M&!Stbv&4?};{fMrp>5=O2kk0sGKq;xaC+=R=*5$$h<J*|Y4iJ7cYE`CB
zhSp(=KQU`rpQ73whc;pyyv)NK<+;X!<&cr|XjLT&3A5g$67Nc}gC(`WdO<TTbp)RD
z4E?A&@3dx#on5d@N-QM&_JvA+#n$95nzEf4%zHeA)nAo8Tp6p*<~otg6HfC<9480S
zI`F2|N%LHOe@xxUW2cX*f;J|56;vMu3VzuzDot)0*ob3?p7^TfSsAG(G}I?qP>>lb
z$19nUGmz-s`m(L4+@An7gguZ;Olc3k@KyC^odbJKBjn1BD!is{=HTQIch{8xn`;<9
z!R2=n5_KpjJ?_em_mD}iCt^acE6~@0&pCpo*Ev(%g+}4Si;dYZfHbAgcSA+3Bi{<T
z7}{782Qy^D2sxc8<IcOVe!2b0LW1CWAkks%&vB;g+CaD{l<@N*swB2l!onYi!Gx^s
zJR5axjVf$C&SdCHM?is8HgoJGB(wpP41t*{dC7>-WSV)}tD;S0o=0c}Do48=`N4+<
z{#Py|@dPIsD5B&hM+SUmvTreiO!$L{F%(Vqd{RLK*y3dM%<}8W$siddhb>3DuPDu&
zp@HZit5;g${8VupxOHA~2Whg(;tvzyuZ(=W<D40*H9UNTOg3s;vAj+=f@a_T<=*9+
zt1H7M*{=rQOOQ%MGz3ja&HpAl18`hB>Owbr=q6p<IJ_z-|8~P(DMXcu61bK1bh9lf
z8sRTO3?F17k&=xG*)UaMLn?E1{ksULclRjpUFYRcT6-lF-$DsDtVeUThYP=u^VvT&
zpsbCYCm{S^-F;<LTuqlQ5+K0|?gR(~cefBANFZ3SpbZHQjeA3oKyY^p5(w@z?(XjH
z-biqp!~4z5THnlj@65gbX3ig0bNW>8y=$MUXFt1Ymo=p)mh#1g1wKw>L3j>#kCxVL
z4rkUmnI5>)*<u12-@>kUS*?|$MR&JVfQVmZuuMtlLY1<UtYd*3Yl$;x(TTe4BOeZN
zygV%hZz3H&Y#4NR(}jOdQ8O4yPo3Bsy}+!0Mm=u-^O2k(J5;vKI?!-q!$G~6*<fly
z?f@}LhFmD=iha(xBh<`!g+DeOoeWbb#|$Cz5M~0;+_lSYbpp|l=Go#v88SXoCl?_j
z;-RxfH|&z9`MN20YQoy>upl?~n_Gpvh!i{&2Kts;jmd6cgX{_%HJcVyhTNiXj)N5j
zKe%P(5Z<D!9i}y}%(6;WP_=I3Kt@(DXfC{oB+LV<1&fQgkjd60gTGW6VidMRFnx=U
zXskmha8mZlUn2yxD|~-Z=}xggR^Yg@QyjrWP0hk^+=paNCfm>=5QQ%l{N}gZTA~S8
zAh)ok+t-)L@OA#UZkB9EZXO^UzSwj%(4htW#8FovyxZ-Z4UDZDJ-Evn>-C=Z>;T0Q
zqs!DML&4}?7eV|5R&}<N57x@u6#?^kh2h2<8?zx7Nijt!!)?DhC5L6q#XdM<bg!~@
z|KXn8Y~@~@$r6;$Ab;MCV{Awvx=49e8c09DcR6#{MddWW9Yyg+skZUkGBaz-wH)2a
zVYNxFSB&rG*RM6OAn-b!kkD!_g4_BWIRAIKfQ_b5ey4Z)QJ3(TE%?AmsB0yVIU#N4
z0mIWD*93;DqhIqX(~OBPnLt#kw`EqozCg<zQz%WBF88zu8pJprmQ?_5tZFKnu<Qmo
zuNUvusN>+&-k8ey>JSC{_8i5=9Ok#Ib1-;$ak&rE+|`BGw4$X60(QYuJ^da~=SF47
zUe?&J*}U`}g&kV5!Y7dYyHpZKXhu#}nIo3sm~5dVN(1#xp0{>DhoQAjYtB8zah+`=
zG^I_~TDX{JV3_si2D<@TCkVQBf>1?Sad&-P$ZYT18AdaKxx|YQ(-|~rWjJ-SS0}P(
zq+Y_<{>SGwI<|1>kd~v^cXSbRSRW6HRi=76WZt*fvZ{j0_X#^0J2=%`E^Y_}ibUf>
zc9J%&z*#fqse0+?jC$|PV$zGO&we@asno1nuXMHyVbr-p<?_KU=+eCf*gDjVr^-hg
zscl6*VQBkOXk;a;s=&5Zq(-;Xl2PnTXBMRkcl~pFkX3Bc{zb1jYLHIl!Wb}dje6Xv
z!zW+Vx9;Z{?xUjir*w2x-mMr=#>iN9nxjJ1)>?fn+Rfz-0~b8WM`&JlN7~6XJFMGk
zC^giE7=><gJN=A}y5zm4$TIPi&--BSA|)wF(_q({LK`l(wmzL^ct?tfOe=|NW}6Oy
zz8`HL`!UR5Fcq`OZ!JgrKu5n>MTafb=f^$Ja4qjP9@+?IW(fa^Z3K5|5>>|?zfHl^
zViit(@_?>#<1@+^YK9UYkuDNA9Y)NLveaI4;uKP<{DpQyh226p*c>ATQI&{q;Dr<Y
zF0Rf7YwFMyBi2RJNl4mE*Ur&5mzS1kuGaa<^aLgm!moVy?mUd;xij3kWpU}E7jD~z
z4JH)R4JIh<wYVLTtdpZ>Hsre&K_~~bzjBo$#nKtTi7P~J*V>6Y=7$Oys;{}Df6#Jz
zVK6QAeC?tv;5U}U=HZVVco7N-mNhzsTyK~tX8xQC;}VVSH8NxuEJVtDFHiT{<dr>z
zzPAXYw<$`B?Jx4cFY@`+msk}El{3yCRlAn$yBbWpb&2H*bl-_z;OTL-;^2Qc-H?x>
z{%l1=FkI8k)T=8PEGw{5!x~xHo7ZH<6DFzR_4(b=g0z;A{Y$S8&oUIY9VC%^1<(>t
zu22sevuyppQ&UsF9C^BCrF0mjq=3Gue2B07Ra3(cu&dI|p7*S(Y9{fqu~JS>PA2iM
z#*m}eYR4HAG+QbubvYF232<<BBXYQZ$OH^r5^#8_30Sk$h-pceF$L|wqt;VXpWbIM
zU{H^}lGb^7AI}Q9=|B|*A<B5Lw_lb6xF!<z0!a^NH-W}~B9AR%Zr1U~j~_Zz3TD{A
zJ)Gv87GNx+ruJ0u*4VH+i!1xG$BcTZZ;FVIH<Z#ARUWMMNoYU?H7&JGVtu>xMyN@r
z<ZFFr13w7o_4fJNORU#u-Dhj=Td$X-B_;1d5lUpD=TL*rw%8$U62jb`FBJ#1KblQS
znco^P6fCoeon2Qg$3lJD632&0JO_36wVL<uB+?6he^Utiq&Ji(8+3LT4v1s-T4@E}
z?9;=PN1R4y)QJiOkjsi9Q2Thq^u31l_`H{ejJcNEdwPv_Hv`>YfBD2XR%p7++GNv}
zPv5G}b_q}7%RZk>%DOFJ=i+B>a=s2d3+w^Alrw>OELjIP@~3o*a-9JH1fA(Hslqgj
z8t?U>LKdRXA+_t(Rg;q{O8qUQ((A(iA{Rd4E8Z4<skJkbL-;E*OXMsRp_SlG`C;#n
z+N{88I3c^l%D&zM6V=i*+Xd6UX=adYWXV1JW9<7bwza^@Z@2#uxmvBTGSNEk3Oapq
zwLzDmwlX9+Icy5(Q0Vl;HPN9S#YD8hJ{up+{uHaCi>QpLD0FZAcm<rCkvwb<K4>ZA
zN#I%ha*9^=Eg%TXF0tw>SFs@di4j+CLqDINTlK}~{GTqf)B_x7M1<p0JTlqTV8L2#
zCfhS=)dAavV;5?cw9NUTa|Ug}R4Hu*;dx_@uhTMV*N&W#R^(8NSBfmZ4Q%9jlEv=O
zp+@X^;R<w{ZiqHe$YK&@v+uHR&u78{djgf3_6|>o@aUkJ$3zTpj1~|+sJ&Zud9Nr>
zpH~7;en<l#x7VS^eOj*aOl7JB5nQhb{=1M^N!E7got%5Pq4f~wmMEFj>^_>77p5xG
zXENt*RDwougdkJE*E6o#$=KnjO9h*F06&s<{g~Zo5KUfv&ru7G^@XNPeh4mG7K{Jt
zde&1@9dd{N+GS28DK+8M=%>QoTpM>JYc>PPXihWkGR!%cvwJs~?)1ov*+m$>`#f(T
zE&hE7(y@B!r6zOY*{LS`lI*qiKEs*a$HS_EL5meS&oP9wyFlD+#k4Qt`=#@(=Yg&+
z6p7CKM8_?b1eMS0t;p+B@|&<u-whSWlj=yV3Q?~5UzE%XFzQ!DOjgMb=%loxVZB#%
zuGvLR!fTHEkjE8TTe8i5)+~>DHl;keDhhagmC8zN1*dfoU`+CMgw5m+R3KW}kBIF!
zAMAX5%XK#m$_!l=KT#BRSq0NMb_sLhk}0XR(M=a+FHi=z!$}Xws95K%WJOgxx;A#&
zLgUx2O7PZb(4Pm>ZMHhB(d-`|%*o4!yUUQj3<OC=C6J-j_y0cr+^Q0wr53nri_Nt~
zyd{eFVZV8RkI?m!+gNNSy|0RmbMs`k;VQsTC)6H$Zr}N~TkOL&vobAaF#VYE3K4(8
zZ=={x6zgsCz859p(oOB>W*O4Lz0Oh~zJm_*kT!M&`MGB6?T-CShk$_jfMto8#TJTK
z8AFG4d|{oo9K}qTCN|^%&`JYSVnV)3U%ucBFpLy`P8y@yZk4DqQ#pAc>nZ{3e1dt;
zFSt-gB?|Wrp7OA9ilE#qN4}d&pgoXYNN_?4Q%!7dSuHh6+IG%`IEIqmp69kF<KQd4
zRMPqsn%nR#myQ`+h$0+DyAb#0{l||cn|%nz3Pl~FRDly^S%FylJN(Fzws~JVenolK
zq$n`OvpW~}hM1_%9XiL(4xJ2VIct9O(!ST7vw)E}R4N8c=eBb!I^BLlI(FOHsRO0;
zFIroNO#-!7z%->vlL=Kqnw*ZpA4mvY_fjP(_6;ZjBxDX?MOXIHd5J(b1Kx@ND5?Zc
zY{JkN&a{t6(BMh5?I>-$!2>@VvLicrtk8@eU$eS0>Fak9RS!B33zpav#@)K>{yA61
zb#I)dS1RW@kQKkQ{!#bJzfAZvA<boXYWdz>p-+9tWOd9i(}Z?(D<Kzn83bNShRM=2
zp%95=%DVB#mUpY4owR;RIs7w!znW7W?&W=Oc)qPu>5TE7e||aFqI-I~-t4hX3c9B=
z-;Cl!=EQfDRJ~WdZbKWvE9N`1H9NJRS=tDZl-$Vw#eiX_XHEVxxYiaa`NF+rzw3O-
z4%NB#q-Kg;to~b6`!^Q6fW@G0G)eTWi{If|jrr)~Xh(|b<!;dEjvARAoWOM%fnWM{
zCpAoOmUOzxoWe-S34O0yN#wBB(d-4z816cJAqK)6#XN;G>VYWiVp<B~k!XsC-OOH|
zqD=h@24(BdtN6kMeR4BH%I}L1;$FXWKctImRu1X6Jec2l*;f=PDG0pc_1)k__+b2k
z`HsTFtGhINcPrCN5;*k&e4t)?a`J+X^z=5hDXgw)WC`Z|I%vilD7iH6w~I6o&fv&%
zM2hpl^2=^soru~myoa&`)PHqNlGWHVL-dbEbFHrdbg@=tggoSZ$!^_1PGgBj{Gt|b
zfMhuHGvam&UKhq$C^Ma6&rd<IbYh_B3x&d%UoY(?vJCBc?(2;qNDL1z{RvbOd#=@%
ziz%-3%ajX&E4kz{PgqDjnSm^=kqUmTS3+lYC&d9|U6$Aj>%Au4zvHRp(@|VVR{bVy
zJ9=N%q_v%6Fl>d&Yz*CH9g8`o%#RW3y?&z^MITPHgjqQbZkrSE+{Z-!LEl;(v7J-r
zYA9}aOFv^9c39;YhFtB1k?Bv1eKJO!)4&-C>?ltTwUc(Tfi%@Sm1v*gXiDEUqbSpG
z$_#1sgmh~dz{o?n3e7^JV`PaFT(9LR^^wBhX+<MGW+R0-T>?;}K<%vraG4O==HcPv
z<KT=Q+5d+75gcr^+ynvEjlek79G!qwEI`WN*@^fs+##+?A_-g_B@D+w05JKXuet&}
z_s_uO=?iyB2qjPVuXvF3YBOW*L4t~nn{_`SBJ%_sUys}v*{o%O_D)4|2^D+rU*FIZ
zhg3KmGcI5fL9?Sq7l%4sr4yc>Mnlruji?1-a>=#TRyFyY`c4u}{{qfy`EDw-Qk1<B
z`kL9R8GT&zTXq?7Hb!8_KjQ}f*t3Z?)J&8FkIKpK^wepiSoABbj0We$j3G@gvK4x%
zI1u{ym@}#V$m-QB2mWUs4ldvWLl48xs|v;+KVEHS$g7~tft+8RO-pmZcE6AfT2%Zi
zqb6n4Ez#R1TWFt+tydiu<%{j8AvjJE*6sbD={{H15&>Mm@Jw+}aXUHJA*}+$8wt%g
z+E7dJDBli_af&t5zzaQEzZamEpyke5@SQne%5bySPJIY=bR9PYWW_$O5}7?9@QEDm
z3@&C!NA)IAXE*)X=d4Cj%C7ysZhym7p<w-DvS+C0O+|8bZD4QvXuE{k*TCXj@;A&=
zy=@VSMs0GoJ{v9gNajErO=}wgvzW$9jl7r3UbC7idM0QS&%;13f1DBMzW6|dl9X5+
zd<l6XgFxC{`Z5=%cxC17%r6D92gmL|%1LKXXro=M1iq%bc-$`FDXQoT`Tr`zkw$;v
zOT&SVQs$fW;*eBv%mBq7N7ga~*ZJ$~Gy>@=pI?|2`7g)Usf-7>1|V+;5KECi=LxCE
zs$oddeK~Hc$of&uJwLf`IBpz0FP;689QnPZa8`f-!=g?Q+bN0Ua_l>KEX1r!14B0r
zBMM|@b@Y<tKHte2tI_PC1ZiWRb(M5Iz+r1UxPOTcDQciNK}m7>VgnR-n>hm&6eyF0
zu_4Lz?ThfGa0I@pTu97Ku)WWgxSc({yM;PhErofpfKriyPTVITY%XIG1}2RtF?)fW
zb@izCzar<T<JFBQ>{kwK-2$@$5VN|n2ltpM^k>3kj8AF#`llOu{*di>Nu!z>MU|$v
zn*m}(GQ|TnBphCqTey%Ro3ZtiV)s}Revf5Z8(O<+NY;~GE}9e>ZNfEYp;B!piWX0R
zD?)?Q#PNfiD>NHL<dZeq3STgqO;eQYU0!OttzTl3^88XL4>|9NU#A0^o&_UEYVQ}}
zR8(ui0>Yu!&^Jl5G^_`7f=~K$0^xp2>~_D3T)yy%Q<=2_Ll+ANf01%Wm)2~9IZrXk
z&uSk9Fl+9{v6P_cKM&@<(}<r`%N;P$f^}**N`>ADtfz5)_?w`79<*})*Cf+2jiUVq
zvmQU3utnmlR$fW^)4Si8g`+3HL^C0=ySBSgx4@5_6U9MI@@?mqi@1t8{d!z|rCJhL
z<3mC$GBh?*i~4~U;uE~^Yn)hrvvr9tZ4@`!#vmdl?Y-24M^3|6A0xOxEE8<7MXmea
zg`@%MT;H|-*sr|dd}+s!z>_9b1xy4CA*5T+7~i<szbFQcep$+RfeDDU%m<GFT&cPp
zzf?YbdK$_C<~uq&%fQQ`z$PW<#C*Z}!b0ZqiVC56^p;D_^4-nLh)b8dSw0}@!>L6u
zlk@$zVGsC>b7GOy&O~l^_l3??Z1;fisX5jZ;4CoU@Bh;f`j56y8vp^R*QW9QCpJ*~
z#*^O+ODv@_x1#?kmKBf~fp(J!*89T>wN2le#8WLR4_4pbal_sWt===#3_H1XMw(Nk
z+D2HNH&Oc56Qc*&Mu=w8OVr)O9o{vkM?OHKn<&xIrgd=J9`E>l{=DM#nHMocoJSSi
z9#vr93ncBSE1QLlTzEwvyJ3Kw@4oR-V$u}ao>cn`yEp`gZhMZ$gIeL}XR9A9PWftQ
zwRFRI7P>|{p6Afbzqq}l5`)wxmCOk`{0z+-zF6(pcX#C}rT21W^sz{qQuAuhQuI>j
z9C`C_dKM7}u`nL#A?;~iHx0IzFn|MzSfMNIbxveQs5;(GL|xwL=`DJ>$=W~-JYBS%
zbHW@(mXA}TOPnayoGs*ey*7WbPV`}+1f0zbx7Bh~YLOOM<b>{z)J=WKD&l$t#2H%8
z9G&2)ZK6W87bf7+EqP`I8u)xa-yddd|9oD4#QnQKxN9D!cCxcge`OUH?Z+BQ`V5(C
z?=f^Gz?*)yJ}c?2!K<v|=Chtcb(Ltsa3D=XBd{ES*IKZT4U8^CLq^Fc&{H7st~aQx
za`Y{t(BmCj&cit^-xBf1DMtcKh_y<oome`>zO-JsZ({gtUO@nEIt6vXj6@rxk!Ta$
zujTDcKzseRn;Xe(+(=<dX;bdw^r66SdM&7S#!`Q-HdZv$L(ETqc%ap4f}HsM)NtF5
zEMkBtpKH|>TyrJS-R8EFxszvSb_&ge?zX|5De07iv}?r`RWxJ6hT^{Lqy4q}h?Y5k
zF?P{!;$;N&fA!9%xBV1%YPzZMhhF|MRFdykcDD$}_Q$M7TqJVJ`i`O}Jiz32DBkuX
z=PhYRC}KMi2`c)F_TBp^lc4;Wgqdk*VQkXjvWmxm!4B0-&3N{eDN%b}<pSNzak-)E
zYgxrhkjy@}M+YqoO#htp6w&imY5k3jp~j7S6K%m2cBj};f2nxW+{cvPbP3V?;GOqv
zp$ZriY27bQ&sj1Y#lpB#la>6tX5oqEO46)`)yu}!P<$nZEE#DNI%=$&MrUUXni%bs
zR|H#M`MBJs(s)dArQGRX7)QWke>CJH#A1H*_Yo0EAU-4iOKC}9{7AKi#nBv8&JbOk
z9id|g^>(pH|K2qXXab=hzHk>4>&oEedrr;3>$hUmJ=;)H#2`emv}hNC3#sGqbOFR(
zXlNW9H&2Fp8RgFYdydvUHW{}l`D$$NqavIb*}|{c32!R@j+y78wkfH%!?yWKA`>a5
zE0W{!xlM<MA9-!s)^9V<>CQ2lc*D{R=Hs#sil8IQW+MG3AIlAtN}Ax{aNo#Eihpv>
z?G?+<Faa}xq{GW95Zso?rih#%#l#ceNf8?l?hZn@Mw-I@Qt8<fD4!Y~G_xwYl^z;A
z<lC}6yQs!}rav8=5$SY+iEh|g4W4z$CKcPC8xr;Q_WKUk-FS$+z7p}aa6;9-Ff<lL
z;o<ZvA|D3UdRG&B<uK^9I>{q;!cH%LayFGdIy~y(XnF%{w;L<DNXRzRTaekoiYJPg
zU{B~M(ta@D7K`H|-lXe-;LK=$aiI6cPe4KJ@~D;4L~4v%^KNqaBKi-sixR<ChR72`
zOJXj`fAq!${tqRY_(c!vGfFW@3~Yii^JW7yP)i1`-p^Ft;a}>IN&=k7kJ&9use2t1
z(V6Y==yK(_P6*Z{cyhxE(k|`=0qIrFS*j2bo^J2rCiW@yogx7}MRISyDvs}$<1EXk
zFIq#ICs+JXUK*mGKHRW?VZke-o`X>IjV@55?0i|ckC-~n)a9R~l@+)`7lAQGrF8yP
zA?xW2SeykzIn!{cqm6=UobYFf3yVpG3Vf3OQjUicnU_h%Z-~@0laPASY#S4z@dj2|
zP+W{HsC=#W-wjugm2^LV6Ru78M8HQ~Kb3wiIkPqk9$8JkS`G+WS+Rd!zpYg8<A;oi
z(hAU7Q$MW6d#nSpYE6z+8afAGk?{Z7W|O@-+vN!m<(y3>6Mw9Bn%8gdk{EfcR&sks
zs`!q-ck8fQ0EeV4;-M&QWmRA=xk(Ajl`STE+H$g9J1lCc<U@b*bO`oXx8Tf`9Zv}_
z<&Q(cK85!fk28)jNi{k20xq+6wk-5MR_J@~VTzb9$~br4yI16Lr%<7PM%H828DBm^
z%dskT!Z7Z^aM~I5b%s)A8yrGIl17RqRY^XR!@8)(sv*5h`&eaXL!#(=FWac-Etgc=
zb18)Qcs-~1|D14$7D3q$>J0ep4W&s1i`670v$@_J%Wdb0w$*>tYqLI*y*M6G6+bI@
zGTT11;oem-=lxCGB)RC&R_gi0CyLEO3_ADr`qOzzKFX%^a%iFdpf~;XM*8Fi%<mNq
z4bc>%OX?dgSE%4O@!pR)ydtP=?opvk&6x)Ey<+d3US+5ywoacLZh29@Zk(}qn{s#I
z8^dh|nV-OW5_|Y4^F6cO88<(zo*WmeMUgGC{&s6kayxa`i_%!n{`-8#vBvkrnS$;f
z9H3R!OuBwM=5644AqK+R@aQi{b~`nX3RP}zbKxpU(tp4lgO%cV?7RUNI|GG!vKQx=
zTPRD6=7*BTvw8@8#W@r@D^)GBDahYYQ>RLMYX}Z%%**q-`w+!0M8D!o!IboEBX4Ld
z3d&@Wc6IOr&t{~m-PzImIihXlBs|w6AB}!BDDf4-g5>&`^YcWY!EC+c6+~uV(j{sQ
zD_jNFoZd=PGg!IjK>|3uH7cv2ah>*s$(=q<%TJs}VzugY{M`4hEa<LOK^k?C!2<0j
z&``j+ru!U`;3<l5k|k{Ax|#529(a&ok-I?*>2dLWYVV@#%qb6&6nV%gFDmIoG|J7?
z@t!_b8A}<K#9GRRcD~EzBG|R+XHuPkuegL;q*%FozjTxu1!xGC6e>;%`ZE0J%?1b6
z*oPbnQ+xyn63*xBi|5O?e2SHqYk`@WPY_FRfsd6n403xhTB6^K39U~lFE8&I8ag`Q
z9P0o64=TR)kAqO)KcJq1Sw!$V8i3fRw)-{q{NKag{{@)s?^Qr@M8nuQ_=^XSWF-#$
z?-K!k-`s!2Bz#sfA*4zz$jHd3_;5@L4-cQJ>jN0RQr!EJaYA^5@mP-pwHYwJMp!U`
z%b=Aj^TP&jju=t!p&<_=p{{C+m8q%e3FPdtuhs&!8hD(Wn;RP&dt}WW5NFqekmXn%
ze2;s!^t~J3r9`u+-5LV9&x6gQ)uXoNRuLK`zq5Y(77o~4lN-nI2cSH3h<*6$0vZbC
z)4c4_at@7;QmcPRDJ}%IS0&V=Y^};*tioWQqMJPVhR?P7&&Jb0C;lQ6bJlcbef=9E
zj`XDC;MGVzEG0;J%>K<|>N4zFgeKOl<jr8a_1RBSA|e^32;*uG4SL12?53u)o0}We
zR*eh|z)SnEYn<k6(!{u<prS%U8Wxn>S3cZnvr7Bg?x$2$i28=N4_>DW5r`WK^6N#E
z4FebX>mF4Xo&yKcE=LliG-u6UZXau-kF(>i>`K~>V)L&}i>LQH&8rv>^k~J!#Wjo6
z8}wjW(t|)~vT=$!z~sR0xwYOQ*urZgJgy2l6w>yvuqq27bEb#X&3v;t(k)HpsR$UO
ze{NYuLoC?xrKJC00<)*qf@D#|^>iaotg*inpNPoCyi&vaAJRJ<n=%Y{1{^QsNmcm?
z8>qN<<?yyy@Se)6i;{}v<?#L{u!q?`oY|=}5oTYT8mX>S&2poAF%bE;2IA5`M@Oe+
zXFr~BovuU%V&);-ol=a=O_6Q^&xYLsZ*W|w@L5+yH0kx^?`;8>W!P-FJ72wX@#=~9
zt5oF*ou4@?`zJ1VEv%8izFA=kV95mFK04wE-49=|f*&;~e$gqpe+y;14|46al2`rB
z!!eix#!~v6&^;&8ohP!ZZCo+S@3}+ep6u_htF3vxss}e<Wifjt%VP751!gJS7^>rR
zetz!KxHQDtUgFxQx3|9!1c!iknc-apPd^N-i(fB@QTatQy%<;+Pk#(?OsV}EA32cd
z#pZ58KVtG0Ara<xmM*r7wFM7%b2qHnH8r$8^k7!V4N_c{=S<h@O^c?p@H%^*SaOex
zS^RaWL;h5b&7KWu<jjeUFxBLVMELO5m-4Yd=l>e8vVC?ROdnV|arvE>m!VOjM_2?g
z+XeO|(J?clx3iaOGUuj^J|!1ZC7^r3Pa_+^?KJ|$AHF@{OKodCxnRb>B_B&>qwLj}
z;rge@b8MnzC!rK6B1OW-%c~)EOm`E!w*`AwhuX1s>#BUf>((I^aN05KzItE=#}4kC
zzFQ7mW_MrUS#WoUs@{es-M<FC@|M4MW$S9(F^Bp$3wt5%L&-s-`Esb+I^pfsugpFR
z+}}Ps>(0G3!Z;m_g}~CKT~4b|Jumw$0-I-t!ac7UobRQH?8iz3CZ`^6AV`!)f_(wa
zjggnm6UPN9Ug@?Cj}PJOTOv2UFt<G*@Xp2s=zW3Y$E|5*wg-P@XGar*M{Flg*N_7~
zOcnj*mV}JO>#ZKyu?k&HUxdVjm*NtLc$WMFHI{@-#<~Gn!JD77&(u8z$)Pj56jP@f
z?D_Gr%fd^9-wrps-^|z~FwoHKF4GfzqtKmyh+TAFd3J4q#j%@9zMSpCi|c>65%+t1
zINloO0$3VI1bYo`rg*5@NAWF}7)$#2>W5#5tb#N>H2NMPK2T9^Vy;RdB(HmaaJZY+
zL-XxuGnDNoW-UjIzHoCqKFq7VBW4^lVPEbYAMZ8z=-M&6#t+IM@Z>H<gX8J;7)GOT
z(0%R;etuZmG_vwGu2^Uwe7(-jm+Q*s*7d`up1k#^ZuS}>(-WYt*R68dC#|_Rb`Rcc
zPIhDIH<pA~x|!uDKE(H6JV21VtimCt=m;AQht9xGa3TvIyKzJp9RFla#Gj@w*5u^2
zrihXKd=Oe-a~hj}o4Wlc9%$L)@yXD60!O4)ha~1^WeX&DZ)Hkh(>vPG_#;pp*98Xb
zWe4;q4(wbH8?x?Lw%q<MM!uqX=<LOmIQjg`mM>(c5ylU;yxa1bzjhpIuC+g<&uzk_
z6u3^ccp_1Uo-!LB>-?^K4kC>Xo8xK<7TfrEOp5u!-FBz@-MUTzln<IXVAE34bX7JF
zX?zuP`^c2C+^E~x5tGI;RdqQRFx8*Cv>g0cv-*c@$@+o|vEfPVW>Y_np<b4I%V)?f
zVtwINnxd<lkdV7&eYj)F>44*s62(&3ex2%m^VQz7*qi|I>F*<RJR%qrw_4A@5T(J^
z_OxJ??U)Ifx;ez_`#A}gxXS~Aj%nk5BeKE^>{Zk2#1efl6XI<^$_;Ay4u%=v2+Phu
zOk_WnWq~dB!A9vSL)O%W3i_u)`R3YI4hZmY#eikmycgXfF59qWPS@6Emp8R2aF5G%
z?fi9`M6q~F#`Q-2P9}@hG%>Yd(Ao!&?{f&QdxQ`d!;=Ss{%Eh6*yR$D4xor4dIPJU
zu0DmyHet8xfeB0c-f?fUc^UUD(az4x4nSeTU%XF~A{lCf-H`EJCZ9+h^2yM0^JeH8
z*yf`0v_QF$2yjTa$S|t7FH$G-vHBIIrBUDDYKj2dS41f`MavFnEHV*LHVkVtb$l>2
zAdCWj`}~pL&V1G{CXGlOzHn);pwYReH6}7L`#xJb7-GMiXMSRTr{LttcRm-ao($Mu
z#}gjI^A2<3FDNGH$!ejaLw0*{n5EzB8K0M5(cjlcEhKcCSv5T}0%R``^-ALF>IB0m
zMC3~J8d*Qzj*S5oycFVDbxS`NX)+TaARs({J~HwA$zL)B{!0SQJ$7_ZH9lad;>VAk
zSc#{(>#tk}Oid;$JU(s+0CzpHQULH66aI01vK}v_c6OG(^0Wrxs}e9+ayLF}J#=z*
zV({!eblR7~eL^KfNJ|AWs@N5p%n3QN5D3I1enSJ8AvhFN!5V-U*S0;;J9fJ~NG1OM
z$OwptFHli4Gcvq^`anLcx^>vZ#DSfLyBmzn%?)~Nv9YmaB5ruegYSWDt=`^E!%?VB
zPb0P>Akj-~?6(F6RQ@2KQqwzKU2^x!qhHzC&%(R2aF)?V97KU^|ITCqAyBr8$Y0#R
z;HOV9pbP%HCtdJdSP0O78_%9SOF^{&u*Wk8uK8<I)JgytJVQY-g3g!CS^~BN)};V*
z%?|{a8Z{Nww<mD{<D#Mp;(HdUGwGE;7e{rGR>tShN);%neSCbLZt(;_vw$olfGLz$
z8iTm88Wl1I*h5r78mkv~JV<jn0`-H^PWVnwOFz(28#EH9GN8Nfd9RO>P;|cQKK)t%
z+cCvG?&T#UabEO_UJ>hHBWNQ^m8hQELGS4yd6Lz}K8EZkB;Gu}T>cMY70F+6q3yV^
zicHwm4RpB8bUoP!wNcP~K8;?NzRgE=Tx7$tbyPYJYzcf;{G$20NwxR&s_@uRL)g*k
zV(nJk>fK%{V(K{1Ie-AX&(vXF;khWEDxeI<Q`W1s%84-#JC_H=#l~j?HV+ADz3G@d
z#bT}zbKY!akVi3B>lQgquQDRK=5CEi{j%#9q+Ur^7U~p-g-3vl0BprGtvFvDdSP^}
zm<$%TvK77NX<pgYUk;?{dH;x#!&MFDun;Rew=xL+x=|yvJKl+`>(6P@ZtVH^_@~=H
z^x<;xgXN*#1;s%F=3n6lw{w?*MHLE`(%}tFdpiMCQ}mCLBdPnm!EnFu>CEQ`*HQxZ
zS?&4sjQIS|e<^h406b8gw(5tKG8C7zPA2AgV=?F_YI4+QL2)UjE_cunda%@(yhu3!
z`h92@!vgphwVgEr{6$km+*l4Vn%E7}<<!R60Jz#_h1SLtEw~~LWTichhpA@7J9J+p
zQW;QHQu3#2yyl>#y2|pdf#CPo;d%=O9{7rwD%eqLLkIa^hJ}CLa1=N1vZ1>({<;I&
zVapb*K9uq3Fa6^MR>p0F`~!t(%*>M2K`M8u)Vg`^hog3$GNbG9UQPcc^hq^1lsBHM
zIGp;o^eGE%YYgF~H8a^4?VW(a!qpRcU3yQc$sRSPpFqrzQ4w78DJbaaKRY(b|EDEf
zfR1Z~f7V_+S?I*#|DR`HVv5ic1V~$IyOTHnAuhUjL|jv~j)Jcr$AtqfS*eeb#qSJ!
F{sr+0)T;mh

literal 0
HcmV?d00001

diff --git a/docs/images/serv-acc3.png b/docs/images/serv-acc3.png
new file mode 100644
index 0000000000000000000000000000000000000000..5c39ef68729590378849d2fefb10b2fee0b138cc
GIT binary patch
literal 37164
zcmc$G1yGw^)Fv%$DHLgu;?Nc=?rtsa?(QDkwG=DGiWYZwcL?ro!BaH22PfI|`}W`2
zo!y;(cV=fcGnu@(@5#A#?t9ODo^ukeq#%ibMudihgoGh2C8mOe^t>Gj=~?URSBR2>
zH;KK7j~6Z?(rT{}FW=W@KM>yuUB$IrRUIr`J&c{rku2>U0OpJ?rq1T(_AXWquBXUA
zA%qayUm;Ovb7NO)2m23d)&O%PH8*n?Gh?q0Y+N4{9Nf(TCg#o`*jU&&KCrOzaj@~R
z^L+R!PfG0d0tx8@lC;=YHP7^;wE#Ue^YvT!Z&Y{cbNkS0b0zN3Ie^vidd@|i$U2z7
zp$!M*P70FhlBqdHS;orAva&~Q&^5YwKc`{TMpZxm{f0)<&Mkzj#VD=6J~g`FP>HUW
zrX<C_A>~C|XTaFEN0KjUcHY9|SY#vVE|r&^l`a`B>*+1Ksm5V&D8AcG6+CQmqU~op
zSg-$ws4~gY?T46!ZpHTkBgh*&tG7Lv(bG!<wfMZc?a&3?NHRgbJ-*+D{=8ZK_q6!>
zuG54+WnO;_ek+oWF>!Z<B1{PrAb1ymx<!0Q3olMN7j8{{mp*wLF=2X|8Q>=C9`aTM
zA$?oPV|i*!aqa|pM;^dx=-(cs4}ZiT95C#`nrutH-LtqpdGancMc2Mr^8hP_eL$#x
z{qAC7$?cE8fMRp-@Rshaqa^zvk$au(cE4PvE35F8-$0nWC~59L>fh3wrtACYi4D@=
z2wxcbHdnpWf%S(y<lYX$Z$v-cz#}>s|9es98{dK0X4%_~&Nbh~=VzScCpOfuLE-JX
z4*2GflH}*VwSVmUknVCcyLJR^sJ0ypPa)`BZAj|?`}eO4j*Akd|66SkUT9UOq(fWY
zWm(i=%fl{I6esrIJ4I8xqNLyc>vcS3``<x$`zc?#hyEYsBFoZL?T{EEx6-YDWj5;x
z9D96V#mcK}4io!7#Qz!LAF51trb`i`q(T2xQB>px-anc?%3~Y+orBl!W+?wxMWiB%
z0_T1IZ6N=bGXH0q{`XRhcE!lIo!U)M`bIn9u}Vchl8gH1EIQ;8kK#nC%*6fWv=A((
zU_^687S8iXp4=%Zdc*jBoqo%cv?k=mwl1CefO<+;Yk#OI06cjsZ`kOnyKrUx263ST
z5FWcc#B@3=pN_jl`xwmAfY~u9t60_TH@?M?!RK6@$2;0^woXoFc6_$PFd=6VY1RSu
zV$0t^_q=GJCc85=jTyGrL?}8NA}98`Xed-A|1qd=_Y=L4s_z}IOqjhIx>LMmt(7@d
zG)0lWhlsBS?~vjgtKA~YX3_$*rSYjGrH{}=N=qjSf-c5wmRhQn{#JTBm>2hy?7*n+
z8_D``YR@Owa=zu*Ue235bBL{guP${{h2AKQ9~gTwy%2bI_DJ0P@kwFf#r<{iB5QL~
zd!K_W_|5U<y^l!dS*C?z=R%(?=gBh%P~&(<$#fAVCiq0<{kV?Yl7V5Eran(o%jY!>
z@g?Gv1OP*~yN$a?T)LW|di2w4F~c<R-NgGGbcu9v5{GTo7UJeUi4(m`T82BdD_(qP
zTB(z_?^%;gdW8l<j<@-ms{A}A_sIfX=`mR?Q>@F?7=Mb;;YNqBK(FC-)}Xov0~IuG
z7VdiUr_I*u^aG0pTU`KO;S+T7<|x10CBaluIJcWUEnGC&7X^PJIVD278U9rR;FSqs
zj^2Uo<72uhnY<N&*7|B_H9^bbW!zWVHMVx+$PZo#w|8qw8t8mjic+9_2&WlNjs5lx
zA9{$U-Cj@d5Uui_xq+=f0AuUVwflumhFXP=#Q8IfG9iRbzx&e*lOP*iKg${Cj1>e$
zx|jYGqVk)Nx-VrD(BzvkOv7s(X6l-=TM)3#KKKzbw&d)O86Lk^$H))5SZ*Ve=wsf#
z&u4d9)p6`>O9HJ64*bZ9-nA4aofX1#AG->9{2A~kyz}RF9oG_oJ#N^=(sb!s;QA-X
z>$E5$MZl)m6q|-Vfq7i?<jyV3+t*JmJ+Ljn>)C?SMx>SX#@4an8Mvx#3FbCwj?T3K
zZC4(ub0-f@8S*t2d|9{5<VlT<kE`s|_w_MjzIh>0#p^><c}>uA##=D|G8I=XIpM+Q
zi5C>%P1|uibH+cOot?!r!6v?5>AA^ci^3wE%@{PFKDig??E&9ZZl-2+hWcIlJnkF^
z$z^gDo&x%`r3cP3sSg|d=P#4jTqv3!lB_DD&T4k&B{CNuF_h!;hSNCXTzozk?T@}+
z06f{ejrA<n(F`IsQX$f2Z-u)#q^8Msi!Pag?fVzGHjQULne>FQ+Rc%mftXAcM9}&4
z(Iae^pO@u%?vuoAn*NyEpCa6nYV{}F;rGoLsnjJJtTyhQ(l?CGEBqzC;AtZ9_kN1I
zB<(c?k`UdjEBc!(#3aH`=RF2k?X)Nf54}q?$}%2<jnRp@B5(D4io_?1;-)Z&2dYtd
z=Nd9S*VI+VHWOZKN*qq@e+qB0BZ|l@@7X_8;SwUTy&SF{z%iZ5Atsd+88P|U)XaAh
zB2pF*Y1!kqgA1n%=Ly1G<Ls}m*s(4C6tKauIVhexyZ?iOisdrer1XJZU<HzYFx)?u
zP6BbLQfBSbWgjwx<m)z9FqLMVR}u5ly{%#ln*ppzX56`})iMBx&LslmSbxi#PH(C6
z=(bfX#c&a5wPnirG-sxT+9yX}aX*IKtxHLQ-1Ls$p(MsI+mNS`Sw~tfM~xP*PFEE0
z%~!$wCPddFB2wJ7BZW_Htr@%vD`%5COAW>EAG~C&i$EyzDA7E{da++s+5><vmvYF~
zfiSsc9Lq;Xy{-5mt!Z;Re+S4F_=us+PHS>2v1#`$xlp9>#yP{vt0P8AX>P=|)3)9I
zOm0z*1GKNMBEg*7-FlW^w#4?N(;jF_)Ws_%%GvKRL23LQ-rOfAWisJcu*iQB@C{Tn
z>z?uAY_Vj`33uXwHJ%2_lCUwQzy;fA67akMtn$Dm?AsoUH4^8i9Ghhu;0fax+^bzt
zim;at_Ym!rV?*J~lQ7zQa{kP%z%_u*a1{4g(cYRV5{XaKk2{29MwRdLu4%@y=JQa*
z6R+;aO|-{quQHL1VV;#aSCjerP*h6Oxe@HL{OQbvZ%rBtbhdKG?I`NaRdsCl=hVE+
z(@~n5dt!2XVpYBU+8AWI(9`V!x_ERT+n&(1-yXP2S-tL($utDk3GV*sxpVsd^6AXf
z_u|Bd<Y<z5^C(}WD-?rx?%@<jekDm;Ktx0|p(S?%^9Qy*F6gfXklo4&Hk4=!Lc!z@
z0l>8q11H*oYmO55f%TKFM~P1W5WbCUU830%uk?+LL943$Y0ciWkS#Rli)!jFIFluQ
zq*O!Zm|1ndCJ@9C#1_p>Yby5V=5raHbNc7PYqEGa)GD5>F>!Wd&~?;%M?(hSKU9ic
zl)M6B?bA`)#4Q`~E4uOC(SAHkB`-a#w*r@n6$G02HkJa;feTtGC31na4G0A>-1neo
z=IQ#m*9{KG8Vy)fbfUVEsfG2`jqo&ejl?zpbLj`|%il%T$I$6Q{1S<Rgk{xSJ5%Hp
zae~ApJC)GJr<h4Kyh@`%yWe!F#^?zpw4&wGDY*^TroRl<7i$_z?J`R`n1bD`z^@}l
zD&3o^_A5qJ!<9*sJhVVOZDPl^gjU4p+4_pLf~!@QC4IE-&Fv%jN6Hygu@eF6f0D^7
z)mv22X%6N#w6Yb|T1XGT>SsbtvODsqB;e1z;nx5M{=8Z@9?V0B^TF)#&&tO>By!|u
z3uWK8zjXAVkC<`M$9HZy9XnE=(keGD;?!7^PO$f0eQGE>ZhpmEbV$zj5RjEncA%?(
zs}HX(c!Dm!FPO`Go>+X>G<xD_pBddbkK>`9#3q?;r8?`G$M&KTRJdKbj5$67Pk!Zy
z31C*Cofd3r;G$KnaNsXQZWqdEJj_=)SX{82>zPyI6h5sgwLK(zII23}ZYnIDQ-e=F
zMq<Jz?>b6Ps{=3R3t;BfC3KvC&Q?yyGiaCo8|1@DO<CE4`F90#u@z<W7v@;S1rg89
z8Ffm@v>NsBVErWtDhEUSAvXRtr84@rk@u3ey8Du9PqMO4RYmusit@G(@QQ<JAkTbF
zqdL4v=ZTs^y`Yd$P4+#rT};yxq;SV(E%2JCGzQ+T$7okJTOm6a*Z&6jA*Cv*^D35a
zrm@sELnkw~RAn})Sd(wHclpLkwNz%@Q|$?QxxS*4zDBtrC~qOuTm%Vj+M3*qnP<*=
zP~naCD<dIJr>pr5McjfQj9R;jEzhU(?A5%#ix^>{MM+!~)aJM8ZySNtja`DY%8~Ry
z{z#v?5lp>5@=Xr*isdWJ+r|>+ex4o69$K_J>jg5qFAYFNWj}iXHTD|Xrcc~vhqDjf
zuS-okUO9^{6`(yIj<EI*u|Z!oyG|^kSJi@~HQi*`nPZCPq^R8=c<<Pw_VEK5KU&dW
ziuFWTs5B1JsU2VI+x(sl2rKRY&2_?dMFVS_@JkXt2Rt#v93M2;te1XS2}@C582F+x
zKT}Ni{>4arx|Gc74i_B5kiG0`zAd3moc0tpPUq0d`s>AZiGJYqNW<+GCncnG{Gmgp
zp?SXYH+!P?C3)7B%qh}JHvE_``C4hDY-IOU++>S6Da`7!blGS8co=Y<_K=`SyW>`=
z*#a2eyk%&(b3CQGS%)Z4w(sGnUmpfGuBqnKQd=WLbw^fId-#im&MXSy%@UNQ?KjI4
zH9Cp>4Tqh?>ci-wkgd}8QYX{OT8W&lY`ZdKWrRu3`?Lg_+ADh<b3gc%eyA3{6m5Y0
z_LlKflm#CQhkK&e{hX`pa)K^EXl=!^D|b$w4bGjqNFCdNfe0f`1l*jKoo75x#J=qv
z;Hl~fcvR%t5S#}|yM0pDznGEKPa;t|)EIM6v~Tj=ReV~Fc01tqxW(zy&4Nk#h%9EF
ztzUifHuuqG7IyxWBj@wwX?RKFnzdo4<jayGfH$_hG!ti?;uLPcD1AxO1k`?rbtYGp
z@xm$&ND%mA$i4MUeM!Szw<j&NbeGvrLjBaO%=94HIpB(>;gK4Ci1o<(>l}9aUfnZZ
zxJ4fZi9vSbErfx={(1KDZz!wB1D%7Y+A9>GMd@mZsjW(am+P!looQxLz1B0=1=t<D
zHzPH30_?He_UuMBkKbvyJnwcXM-NnuTq?GH02Fx%3kggjNdq>u>MKWAx^zCZFyqGZ
zu6@75W*>N6Eua<l@Qe5+nlr!um5@+=Q=D@mDiX*ZWo<n@Jwd$t0$1+cw{^K)M%v^a
zq%0grV7GdeVuigPSwP1XHO{~n{^Z??{Ou5Inapvj{?~u<?)#ldDvXj7C8wXixv&1x
z9%F7ik0gnw&d-PMkgh4V6vTy1lfpW99~SAE`s7e%JxwjA41?B7r{I<|<!pz1a`s<-
zK#{E97e8`taUw4*vhw~z5o|1>VnKN?T;4Dk*o*QfcQcW06;Ve=WbR9gE92~_hPa27
z5Urjr%c{Ie)J2_La(irxk8LbihgujtSIH3kYP+OoI{I^f5^^o#t2TWU5Lw5Cdfh!9
z3Q|&mIPMr*&NCf5G%x1uxZ-C%quL#`i&LSUDZ5qqM)ui&!IdGjG3*Un$E!2<C)A*l
zx~ip+CcLR!))a)niaDc=e)h@<&V7lxhvZ&m;TA>Q!?1e3(&Z%H%i~Abaw+#MtrUYZ
zqe$&wBYl7kC5`Zmw|M=}Rh38f&r*QUYxekyx(|8oijv@i*zj_0{bsC|r5o?}yFVJa
z8jLxSo1ISFF<A<qrHihNd|o5EW#~KoDV4S@>_1SllptW!i}cqQW=$rfQoM7k4VlCu
zeJ+s=^4NEP-}7_&M0cOPk?!>Rs2O#M<uPS=!ET?ypA!2G5=69q$R=Xcmpn|VXhUyH
ziBl!JQ##${L__ZH$mVcM-VeL>@%1N>=v!%q;{VRYLaAq!>vVbsibU2)pR>EmA9bfl
z7P!%fV_v{f;JKHDN0d=VBK^56oO~*ayccGmWh$t@;!T2^e1Z{$x@_#cA4o^`_4ySP
z_4L}QnJmcv#Z(U@E9((ux_>GTs{$j|fh4T?kQPgsHBaj{;`4=yUp~+`x!2Eu?~BfZ
z@^ynZKcf?Oi{l+%)!|_h@!r072Bk>Mf|~ewsR<ppacl9kXU(bH$oA%i=xi(H>O1d%
zi-m)Jk5-5Yx@;HMibzdw^iz#>pF^E-nsL9k8(a7rwwlJl<LndBfYOsSjjl2H=M$wL
zD_N`cT+>s3kVnI*QVkBdY`<*k5f^I8IN6VUw07of)Yd51)UBBqqO7Z`W0Dgk-_3ta
z5gA!fH}z<CB;B7XtPp~evsPdpVUlMXw>YC^V8&C$+$XhP8|vF0H|qrMy<mvvt1PBD
zhB8ar_Jb95j*+c`{2LFAR`R%gj^?<Ljj0j(`IsXb;_O2C+S2Z^NLf~9Oy50WFWl|f
zyyN5Of<WEK71z3r4$8AK6=YoT66F)k3{u4Ak8tDS<7=o_hT1RsyoG!Op+X<Z14r88
ziuaW&Jp%qrPQ0RF+M5#g<|*oB7)t?s3<%3;m7i}u85V0QN#!FqQs{Q4>TvdR<-6CI
zymYkk7CcEcLCc~qvMEEhj3+h>6Xx?ZI7KooCF|m?pC>m}`$VhCH)xq|-=C|la$IK$
zenxq-ZqS{6f4I#WO$LQC`<g+{+cN#K9QSxwY(5F6EZ*tjUB&y$+1>ga**VQrlfS;c
zvAPwb?u-6Y6&CGOz5jtRl5mkbp47oeu~*sXMa^%6WiQPQoEp7c2=jxWClS$YdN`?&
zD?a81=?(6LS77hV1>g<i7oLq^+d)VByEnv5zC$!wq<xoA*64<qHNgHE+-P}3Xkfa^
z=hn65R^eCh4F_Qb*5RF~Eq>%SB<UTAdvgiwmiTs2cFx@U<Y8Kh2~~Kkk&KJ5f_%)F
z?JeL%YPK~H1ztcpRaCQ{wrg0BlWe`)uXc0!HF?rtXw25R*#1>-KCa!HnIB{Y(@K{N
z=DL#uKz~kba_!0cA3nogt<N7qRW7&_;;;x9_Ra8xr0r|pIc}i_pW0Tdf~Hip4cecq
zXr3ZJaRJH3H}NJ_8Y<#80g1TC%Zp+&<lb@LS8#lQVI(Egkkk}h`^y}0U8xkyUJjig
z!9-l(#@;WpyR(;>omSqWQ=S3<RF~jR$Wx<7O<?`kfEBl2$J1#P_5r%VgsiR^>!0Of
zl&hWz`JUwL#|M>OE^>@;c@Gay6xA0-*A^Xo_Cfo>Vyyp5a@y27nWF0$)%BYOcXWkd
zz}L`8$Z-Ph^}t00E<?;xjYCClp%><IA(8L5J4-I?AieJjir|Bk%K~1?r&4UqvQX=L
z5;n*{E{L-Rx}#FcFYxR*K<-I6%okvOkhkwHy+Hg}b+_s%5ac7dF?Zl7x_{w+Qqzd;
zou3)24?ZOIBBKaHW;ArUDi(G-(&wRAz6b!bMnh}dJqCH+Th+$qwFVU1Zx6+O3p16B
znVG5DuBX5{tuT<D-VGv|Wis1Tj7t%?7wFL?Dqb^#T>Ag!-s}rNAqnEq9r_hIO9{(0
zus|af`fh6}UiUa)RS9&)1;HR8diW?|Soe<C7x=za=1|Gxlwk4)=IxV;`8h0S*B73}
z-fUS17E^I=iYp8ihi6}I??7tK%+`~HRC^+|$n`{@{PEjL=|6jMMBvsvYwCzJ2R+60
ztRWHUWS5L%&F4LuuC_gTmL!9+wsMS9GY0REqd4rra!a!<X4GkazK|Apz#_+fd&9+A
z4-<WVHr;(#me_CfrZf1Q{Xsb9yBF%(b<WGwRS!x}m7<u}eZGA-S0&ruR<aF``I@iy
z)PuX>9Od)!P3evEvqGyP#CQU+yne4VEdeUj;>0%_?hAFWo#(X>Dib?5l_xnq_S5nn
z<h^A~jo>IY55+;5oJI)L!Tyi5i&V-BPn+UpC2{qr72$Ma_cQ4s1zqsLh^G8T9?T4M
zF=gQn&=Z|56}Y&lt0CfdV9!pz_rkOW#Pkc2wMMbox<44cVb9)ITw<6m>XPc=r_3Xb
z;$i-!M<zHj?a*fDerp>|h7y`3c{|iO1Ii--_}HotPqT6!c|-!RvSR%G%2#Ic0ww1t
zB%&#OZ;>MGZ|QBpLPIqh_;J2BTLRuU&)H^FrJwrE;J-rs`6XoEbiJ0ax*+WZtH&X*
z8dc^)bN7SEwQ}E*lw;$(X4`J93k&fs$uO<P0a2{FgBQ$Yh8!xp%a2?1#2WGNIG4BP
z&ngrSJRTg-3rjS{NHY_zSjaZ7P-m^$eC{zlI+fjgQX87$9v_^CTB?%yvdCO&qsDf`
z%d6-=vJ>&BD9%&k2lvOb3>y}jioU$I=WeJJ{o*}+kS)L+mR>OW8JuIBZbk)=CZn2f
zz#X5-o)@mHZOSF#e^hkhtV^UN-4(mO<HM5vI2PG|6!6m;Y;!80P?wY5Ps^U-rH`pT
zZuD5w4@OBnTsqjB)0q<#3QM77ANCv&s^;2rXv3@(^ycgq`A%l#Rtp74Ld-Gd=Xj9N
zDfOJ_fGHJOuhcEc-6nT_)p3M9HYn8ByjR(^R8=w<-IaXWYR*V2Ep~YM6vG(En#rkV
zx5q~sj|B>R=KIkmIfS>40pXksUKZQDqJBX>fmBrD0L@<t%tL+6{>#&CGu&9LLa1H8
zQt&Cp8VNF`_#ALtlIN`pd1`4?Grf718bTXSun66+M;purArGFBoUGzs)zn0iVfsFy
z^26uvtRpOMBsuDlHmIqi5A`-{wp{&Zyj^Mdi66rclJ}lrS|Sk$g)TZ#d^6=ZT3xy$
zAb|(RxcfXmk0v}L>0y*d;q@eW9kVkN4Q2w(h}_Ka5nyG0Q4zlXUU%Ca{aOZleb#It
z;W9k>=x)y8@$9Wf#j5BGDQ0D}Efyg&m+Avh@HY-Aq0k<4=9I;DT$<e(*zETN<yHwD
ziM)`n5LP9rI<BzZ0eKmS+<2NG?-Ab_(yCI5d7C{S^pr^AY`_~{<eEW&u}a~~<H6&2
z=lj(jlX`5+4aUP&Ug%qerQ^rLjTd)mrw<YP)FZzZ5rQk!lD?yukt{q9+D040D-$Iz
zK)%Xnkh%eXJ`TwTD@O}f*V^jRMyN1R(N^%B1=f7%d32e5FO;Y_@e}iq+`5PGwrt=n
z-r8YP2w@cL)Z==Io_1{$tE-_QS)9IX`EW<kFDidbw)^d?lZMeDFDjPRoF#>GztPX@
zO5)IG7<pvLaSF?n7&^ze77&!(K<I{EQ>0H;alXy0M!RxhV8g$=!!si9@qltapTm-y
z+s6Q1YmN64+{i))8jKc8uYLnz^7GqZ<-OC{tywJ|!9|>=z^j&L1Zo+ajvC6hY9B{W
zMvH25j@_^nER6`lzQ#Q3ic{E4guQ5Ww&uG_dk%2ylb+vlkxDhAvQ&k~8;mlmR0jvH
zY;?^p-#EVdb9GgbxfeyinLRH)Prt(xb9<<LH)WD}d~u@y|BJEBtuJ8yJRQklJL5dg
z1oSibH)C@fr6*3LTM<k_t-D?=SPn)Kj=%n+r26~L&a~<iul)-W;h_QH@{JB^_)H#r
zdFTKH-uj#k6bK*IzifNrRI|VDgTGkx_yq)Bq{4#$2s1QXzb-)Eh(wR95?q-3c4;O1
z2i00p!lZ={^~sT^af>t45FQ@jznU~z^SjD;%RgXAT9x@Y0H;Bmb>y2r&(sBKg9EoC
zt`%>6d_zIv5y?>UUee^<<E1H!FNdj#0vyB^F}ppcfac_#9yJ?BTQHaAmf2ZEeYgb~
z=bJ1+9cVBxH(WCAoUs>9WgDkcf&x^*_43B~1;uepmm#g-u`5OXdAIeE#sEgI<5`Oa
z`6d?=o2+k**1vif=p1}}hD%L4YgFYLFV-zFuQe?1M)y?k89%XPs6EsR8>j<EyiGbM
zYAnoC=8P5Q=v~y0H*i?XfrHK_nNuwC*6(OWxF&4UKv#YBW`#an9uedE8D$KBm3{dU
zyM2}zn*?<{yVJ&D)Cp|!2+WzzRCT-t`SI1wEYW(uwdl)K_YBdi486qSQ>7}*OF#Dv
z`i20&6x^Lu&F6Cgk)hN+2Y%)G^_Mh{lrYVRJr#IVH^l9@V=^N-Y0Om-P{g=gl=yR8
zB@G#{Fk5dHR9a`-F~ZR#?_;S%9U-1F*f`#Ar`9-6Q<!&QkHDO2uGU_Co!ED0gwla#
z+*ilx+A2pc)^|4qcl^p|4Agz93NC$H^e3XO{aJq{zj8+4RC@wg4q{=v&4UP31yi-~
z27d4AT@^o~T|y=$t6t*Kkt<|>+`hMHdB``}>ofa^0|y=wLSuF@`|BrriM41<J5#}2
zn)V=GK%&YC@M*WNy|tv|U;!ImZzVX{d#C}WBHi6M)^cAKf$lAn?QY2H7iW3_O##ux
zj4uOArZQn+0Z$9aHfwpLy9e@z7Y+x$(6NOt!`+2cF0f&6s7JX5`Ea=zSo;Fuil%bz
z_^QM!`ac@k)EZAIdaQ^SDV<HA*cl{-0DhvH2EQ^U3e{p?Xwk-1TTq2ta3%fdjF_3E
zGr2r$S*+wRp5mzg%uXvSv)Dee8(^|iKFIpbLxn#f^0)@u*)o|`?ADb1rPqy=EK_!_
zKpJkuJNa3b$c7i2Qu`O%a=p%z-a^G=6fU7J^CrVhW8RD>{5W36KH%DoT{LhIq%Aur
z_7jY`+U`n_Ct#JYiG^NSAjA(?A}OTg<1UNK=qWrp@mzvYih9FodLrHY$?$X+;st4k
z25SCNX%s$5FHM6(-y8R^@&B$J5rEIhBhEtr@Td0{pN@BQxP&vrM-r*gjlU$M^m(-;
zbg0UIy$F9bSGZeqm%-+Y@K&Oq_n;Fn(wbE)kD*jq-h(Sim58r^`Y7{c-<-a_E08Tu
z&P8+{XV(c}s);kaq9xnkyRS7a0Y`uDjT7#I49!{xt;Ey}QUm@Y76AFs1(~&&PqIkq
zV!}e^q#@R7=8Wfv$4`QRosHJBE~)lq;k9~$w01eTH6@pdR%?Jb8_#vxqWsc@wyf+>
zlGycaa>cVfkYngIfr1zKz=@ess4)|&m><ux{_TCCak3GW%e;lm?t?JN{yLxtFr|Uu
z3Wj(&Xw!aH91iOm^$RQ@39<C)RIjP_>{i%TyAgb!gCEX*!Kj{$t~-l&>iWok9Xb)w
zGx!u)Kz~XDJ&+}I>6WqzjLnmm%k-ij)nKx?c)1oq{LTj>!r_51i51e#OF=*=7+YrF
zoV9bwT(DKA_%#3KcD~`a^G5NzNCLNyrcAH77Qe<&T`H4x99zm|I_AKUT{gT2^t|y(
zJcK8Zfj>xZl~BKJnBFd}-PAcQ7er3S81?Z|w4BA2N$IyHWJMwKgx2Mpmds(EEDm>X
zIU4tvQIEV`KP@+wq2-+WioT%h(9yp)tuI`-wzTuxaH1&7e?%M+wh)@jw=oP#^{lWk
z%EDEY=W=wgxw8H#h2Z&b`XOl=ajLC2PYt8A?RPWrGGxTCgmGlJ%ddC%MHikhyMe0?
zX)B)fF54EY>g(+Axx^TDe)nQzY#LbvoBQmhP@-<LFxg=6${m-KaN=j03FQ)kHFuKH
z^K_#FMFveasj09hGY{O7UD%bFZTUB|?0Z*+lO9<084U@vTMi+3a(3I1yYiKLJl#fe
z3s6z#wSy9I1r`PDQ&h?CC_Xn)g1=1vx3lnkiwO&e!@|Y#DTwVnaH$W|Ua$W~WVAa<
z0A6&%LzFSL>H6lvso|7M+H<nHu}>2bM8Kok!z{g%sf&5O0<PLg9G7Ou;+>N2>~s)#
z?C{07-gy6hz2ohukp&8#<x9fezrhK<iX=}UACAWrGbRlGQQU8q5Fe7r%&`JNUr$Bf
zn<1RPaR-||Cfoh-gtw86V8we`8mve9$$o8Fp?d0ngBw!+=Xi(z*F`_3=4>pN%wx^U
zi4VRggvN{5QnDMmVz_<ixa9o|bRj~;*-W`icPY-h^SAkIk!nm`FfK~^<E^Ezv?mZt
zM_)}i^Xp8olq(-;Y$4@td2!E@_kqXGl7<Y7-rcvTbMNDZCq>o_V`dJf=+!JOzk&Qb
zuCR8v=^0gqx23dQrKXG4BR39jVj69R1JS0{eXsPqYQGx!>&Jr<%HD)8oqke5MA=Mk
zuXh<Lvi!`kovagw)Ya3i<IX|_$gdOG?{><n&vr7J*X-RjER6Mjcc<gI6$!Aq0d*BN
z%Ag<P&hD#$%0mahtbWBMF_fY+&z4eJzg+A=>)SlXsfoD7RHAgpkf?fTiK};_#InG8
zz7idEDfN|JtB%CgdGY*|Fpko|eVs6)iJAKpd;#g<AdM?T=Wo|zgSqEOOLEU%Vl{%3
ze)0DID6}SEw8l+H`Xxl>`|Wg|caJGeI+Qb7YU@*}PIq0wugE^0PZ+U%eUp@y`X9ny
zw}&KMn!S?Va@|9BlG9a=LLpClv(@~V!?((LgKeoJX5Lf|3VSN(my3w`=&VNRw9ub$
zdfmY6QaNtCYaVD0ulX@U8fcE-VKpZ{8tYN=iK3%&zgGdlJiA2K*a<09K1~yDO5Ll|
zMt4~V`OrqdD58gy`99IenV!o=UyH5YNnp-yQcOqvq-0_Z+63rla@T9byJ(X{fLcm?
z7{Up3X_>m3nh=1nr^$13Chr<Z(NgAb3v6q~{HM-(imVsC>0i>Ci*;DzJ@YWviV3hQ
zCyQE3PVd#g??hKQ3CAL1C}%XHX{>lNTDZ2^X+BOhh7;m83ckc>KhARXdxa`NI-7am
zO#?L!U<wL$;&aX0N@;XuWgn!91yW4mOHi>u1}II?|8lk@HLBi&9DliO1V`RdPf}Dx
z4wz9I;}FFr^cbW3C={LSbUx<Q-ugtVRBcLl<oT@G_R$T5=-0Z2)LLvKAYF|qL%N+6
zdu@*=&Yoew|Aij&#K+xKk)v@u1|odLi6kcZnM2;Uj(yYXuVS~bhdfIw4MzoZ(U6@6
zei_l{S1zqQ@myo;Rt+|(5-({dz3r_JA(WH-K{G)hDv~`B`1*eBW?heHvR)l?)xqp7
zyFF$B%JUWB`9?o<)JAi)2Ep*7WzF>p(<O7(v3B;bl=D~^UlE?FzN(yr2?<|DbTeE_
z>~8&J-paO&tV;2lgCuQ4Rrt+K;;r>|`$jP7ogDFvtV~)u?utqBbw0B1JVPC0p|9df
z&3?zJ24buqdwiW$HpA!kf25>;-9Nd`o0+_1S%g-Rn_sD+eAB?XhIsEq=pTR}ykg+P
zyK9X`L%0c3nkbAqpv|KrtQ{7{D@MJW<%yr$l8}-Y|9SOIG(P_2=wKPL`Ky)_l>Hcy
zbX>gWTy~4u>jChmY+)JN`Kc+EzF5q_W3LhH*xZrTj;c+@CR)Z%$~*R}MePO!32h<;
zF`Ok=7k(pU?Ka>yT;`Dqns{M}Difc~=Q$ERC%qd^t2JA|!|LJh!s#YAm~Fwc8s^E$
zx!%heO?<j31IudD?o}#`QKcq<(u5WX#R!u2rbEv>ys@<1V->+osUPFej_}ZG&NqH;
zuuW7atQyleyzxooYnM$NW2c>EJWSN2oo`+)jErYf?<cEL3A0gOcg?F6(5p&VE<h_J
zNPyNLI5lMi)znzKS5aydqcWnNtCGt=*Tz>}C0Q}Tf>7P$8ljaq&RN_y=zbR<*sg7^
z$VPYAo2H(pN$cSkTic(iW?_D_+^SjhS=2dj8FbFG2Po|+OSl=AGbhO^p?eOcO$De8
z2p#6l?XE=0q$L#4k=XA5Pz@Alpk8#WBe}J7H?$5Bn#bO}swsJ@YT>H1^D0%&G}a>=
zRbunx7j*Ll80~ILBjt)}OT@&9pp{}9&4SN)7Rp{LEBD`(3j~zQh_HMTRqWMS!TEA^
zXllnF3lhpScBqIG@78s8j`QRb>ZG(O<mjHv;VM;mVoL*v1}Adg)}Xt$KX+qSm{d(e
zjF<=9JJFo0I02t1QAOt1doCA!*bAnG1<+V}f85syZ5hE%tfXs&qRtQU{?RyeV5Oa1
z{iJ@XG1Ar{wqzntXPd`;%XZ_PNNB6JFleKm2Pz}t-YpgDSRk{7Y%NhW8Vxq(eep^D
zU9K6$C{xl4rDI;o9>cnO0DZa7RFRn%Hq!`wdAJe*z7hG!mO86G?B1lZF3|uZi(r!*
zS8dbr-lJ!1paUJ9dbF*|cxB+xxwIE@xU|x_G$-DiF{#h!24K4TIag_FZ^@5b+vyr2
z>}fi@v@0jUW~sau(cf!+z*>RG(p6yRsw8;Lw@vw-t*ZEG3*yH@>THw6k(cxdnozg^
zy7$xJY0GK@X7{~G(LMBr1g$o+Nn=On(Qj^TQ~kkUQf;?}OWnP=$VVzgCPv7~&=F{7
zD|~ZE-uSt<{maTr#3DIFEE06D9^!-O=5ymOvyVW&EEy4QJA&R&4AaG6l7r_C5eL)-
zzl7Gd4VimJM&uh3#@KTZIAP-Ven{Wab>G*z+Or%4=SFl-ODh-dzIimLYnMtD0o9cm
zPR;+C9GjpW?${-*N<RnGQJ5{aLqNG7<rFssU*fJ|$4o%7FVy)}lNcz>%U`{-U?Zph
z<nxn^Tw%npq`TIPs_~pij4IBrEwK<ooo8x_!?7*BS->bgQxY1@X*TfOn2*DkgOkUp
z;XvBA`g?{tZ*uSV!P7F@qSZ8s6K8q}jH@Ju3xD(ci^S5vD9Kq4j;uEjGW^ch?Apu$
zT_`cy)87{cC$F-s7n!E>LSE7r)wODlI!<Uwblc(RB!_yzWNI08wL2P*v-hRae}_}a
z1Tg`WfQ>&33759zxpS>0upK7NWClsC-rK#wW|gp-()+s4Czx`#L@DuXI(%CwF7$MM
zUhM`lESH?JO$e*WUZzSh8xK8jb9;NFbuAs{Ce5@^L$thzt5S(%83d$Ad!KOLeHf^f
zSH4)uwRxl{8M;3COcAfZ7HY;c*^`Tc08E$aa%}YVr_4Jm64i_;Zq~&jQ$wA+sktI5
z4RfyieEFLsd#-RJjlTqk9IdEYEh~j|xP9}hB1TDM2J|~m#+xb31X)n-Oq=H)(dLx{
z(5(kMpTFHb^{^1Ms^L;8++%q<!kj@2hIq1cig7pSPv4rG=GRKa&Q#}--r1qf{_jHQ
zk+Z**>*=C|!1Je)V9xOg>O&bpo#1fZ*{7P8Y%s*Q`p__7bWa&rIrt<P=508sS(iE=
zHapb8{mw5r)Y_hFe+z-(ZaQQu+`R3;SaGFMw<Y}+R_dl(GuAlmmhW*2dg^@0dy7nk
z>QFq3Zq@9BvfjwCrW&D1JD0Xk(Brd2Er%@08c~kgH#msnpid@XykC)C`H4fXYL^Az
zEO7q2Kfbyi&4J$Ye0pyCs{==7b5~eO4Wo2#Zi{0ZXXG@ggl~W0uZ9or{L0>d{JGUV
z?!nLJ_gx8Q=p5VDnswyOIvy=&bY-Q1Y@yA=``du?TZaW@>x9k}@vGK;$`li+W_v<)
zru+7m<}|(AffN?E=8ZIyyqw|TFA`BUvzNu5W8eLD<TeNT*#XwP(Ha=v7c7x>T&L&e
zg8kD=M4uv)O*r))9-^1G&ff}hwFYn-XyP!*CG)M%BXp5EZSc(;YILv>K|KY?d|&V;
zA>+NOzYRmPN=+*bgZy$$0Sa5RZ}Q#MKmd?0@$rQe?ibXD%P|}EkaU>$3+-KNcaKBe
zC(h)pGV%TCHvMLl#hX@Zw=KSW<48{T&#Pibd(=eUgch@mNh}}Q$)){&9mcmUVN6Q|
zh@3LxjkYtWFzx4!`CqNAPXxj;!#WJ%uaqPLt~>=#PI>1ZygRA!PeM&BqHPX=sM|{&
zFs{>ey1x)#LnXGP3m%>>WB&L_>d7nM30A2v+BCAXr)b8K$oF*x`EjJouP2|)CP>{G
zLgtT_8zS^i%lo|JK<m+Z%ob;(ZqwzyF8FPYrzW6T+Pxkmj@&$`ryeN|CRQ{Nf29UR
z=(LcYJn7~QPw~n@AHGEw%knos!<#CQ&!(l~GYtVAOhnM7yC8Hz!sZQ5HJCT79q?^1
zeD;^ZS98XP>(gA<(1@MJbfGK}qTDDe`3VJlJxfs>F>%wQR%e2#(U2w39}!uDfz$(i
z4nDdeJI0;g9!XoM8d+r6IR>NqwFa)PuD=`IHtf!fIou;!iMOl-<>lp{WM4#06Il1m
zpW|#lWbklO47~o{DD5GXK0$ruEvRGr%hYQ|KyCd__UEw4xDO20Y|&X05bnpKJiW(B
z|1uhLaI)<7!kk#=m-+o?<kUeo74FM!62r-7_+&xvdXXLsxQ!(u^Zc4IUHANiXfVQZ
z!=s5jGrpra`>}};W-o;liSoA|&GX!+HkMU&5{m^)_O4e2JTY(O|NH!ZZ{Ed1o7UR9
zuHa|(#3*>f&d3{;AgZ1qq#3woLSb&##Q9zC24#snWG|4iJx4+Iqfbdn>B9`|>UJLp
zt&^I6=kVZMf`H|!UcRpFDRjfuT?uMJ<xc)2qroBHyRte5GmeQC$ZVu}CM4i<_}RY!
zvkC+>>Cq#;cMA!`it%z3_&q$<HsWY9z_l{A06}{s-#p_jX?MURWac|F9^eA?EYSQ`
zZdpOOb*vnvf$;JR8Ip#8GH$y<jO*bQT88x1dC6DXu4qkOALJ<bbix*7Vx%()14nmy
zKnK8YE1zlLwESd`<k8xV%i<&7dDn!T%40b5Jk*q1dV@}X#Fzf2TNYM7^)-Db4T9Vq
z<`IT3*iIdU7(w?xHm;BEGdLOWO%q=XmpR>y`kL~FT+=e7uiU7qBxNoASXYu-r^Xk`
zifDz%EG_F^6LW@*5i0y7XY6-+aW<#iTuTBlAktv;OhcNoDLTLiSn+OruhOhRVebCv
z1%HyhtAIhbms1l|G7AN?;H&{$Gv?30%$N)*v;H>eo2Md`b&`FXqjE&n1<Ac1CPA|m
z`1;#g6_D>q?{$p<_nGcoQ&;0}B_GW+AznO(ssOppjLQpcE;36#x@({%RR=;lPUIGM
z6}w?`Y;?rFFsxJ|9jOM|j4OJSg<wB~ZOp{YR+BQ(oZ<x-p4*MnY_;yF-4BvwTf>Te
zu2q`*U9B12`;fhAgF%}jv)x`70wGGjp!Frz`6LG8h&}l+Aej@S><eZq_4fH*MP-t<
zk$W3np|v})4^#RkRQV8e5F_GBgL-=N?Jg6IOW3aP9%kJaIb&R%uX-R`R4&j4aVi^L
z!eu;D_Ku1rkmcK{cwcVeNPggBI6%0c|9~dVVXm~aa~^z`^t?8Y{%+?5@_D0gx&=LI
zp0B5Gw)}A3CMvr+cR!Bx57P-93a=_iY;oXSrm$+9on;Lb_FA(wZli^A4c$vYqfSc<
zTZ^`#G_s(Hw}WGrdX#$R5)o24*#d72()ZzF=aDMtva(uSFOyRxm+~Y^XEvvzer{Y0
zcH|>SSeYi`v`{ygNMzLn<!-A<`a2CYx;HEU8JhLC(&-f>y?%HJV<*PnGfI|l$HO+o
zC_+(PK0{NMSC-q&FvNv1<_6ymZpM@+2*eV$3ki~fKJ2)f3>R#Mm>qfOE98F+wN|_v
zVqiW56D-n>e)gFYoA2R4AD~P+Wqskbq91d-1U0iQOR@e*In(~*fE-_Gn(IBQRNAe0
zkRM_AfK((XF~_hqw0)llVN4mWyar$CEhq(n--2)O-w88CThkw~=mV&hAs1MRgboyd
z)_4*Zfe73CX$8^|d7q6*vycjli5H};PSOk>$;l?uD2DH2MY<0d+GA+mv470$D{!x0
zC!2DQ0(=?N49jUq6_5WkEkBffAD5W0Zu{)j!i~2{Yez8WrNB1T;9KkV^z@G5g!asc
z9W~+DH|~BjMM_uRT%m{)G&^0~t?ps+#SxJ+%`;=v#rLTt1_Y8lTlzFb$9bo(rosQ5
z-@p*(DZUreV3*H}-uJja=`>B2>wm~%@O`S%8`B8FlXZ3ApRb;%GoC4AvDBE1|Me2F
zZB!z*jd_-W1fqivuMR7k)=jSVroVz(9xq1ku4WZm_HrX8l+;9mvyuDd($vDoJ5$OR
zRkiFzS!Ws4^N+O^cT4===-oCfYbUWpg+4NCv)dL2y%YJtj=<&6K6-<cM$!{VN}oHZ
zYF5zo+c%mVbCD_j#l(F6rs3@A+o5R>%Wo^je4KHl<t5jq^=|o{!}2%tM_VS8<KG0F
zU(|}8|70+UNyP{M#nax31anCLUl#3e^)Ka>q;6^oXq`3~W47jQR)7P>>O!5`Q}`~>
zUwXK=xy={(o(+SJfk3!Vz#9Xnw7jPVZPf|OetA|)0WL(XCdI=z22R(G>Z<o*RM87L
znA>fTAjQtzCve(Iz;Zj>hkcS68n86dT49Kx?)kS5zv6;#e7gQe3@4+^FXi9UI*oHe
z^w2-&^&=1)DAaeCvhOV~U0ib?I$D$G;~RJUIJ0EYyV$Ou6>i&dKTOZ5v*#yjg9&!a
z&m78#@ub@;ezj8k@pi&w1>u@FR2oe;dpb9w=k|baZ-LDGEhm+0lsiXTolVis&482#
zmPx_77~9ijd6fx+6CIB};E^u#q+okm$mEIT$;=vq?;&yL-Jm7q4tf5SISpui=fl1~
zjiR0HekX7;O}n{octkj0V6~u4y49B1qk@0z8c1%o5!BXVGE6h}^z_?zwbPn@Wqnz3
z;Hgbo=K|Fw>n>f#!)O|RoI$TPrp;h=utE0v0{n1atVk|&yKQT)54HB0`3LGGmqwg{
z1QHn(=tHT}tX;WPd}1W-s!j?nUjHfiG?)})>rVKvYTypDN7FqW%Xai2A3eHzycj@>
z9JNJA*TUSRW)5d*0eg}H750txA?4hN*oN}%R{pF<O??7~l58hauB2k#gd?zc_gs9%
znUf9Z2+~qD0T~_)=+pJs&nb+Bua|s#ZvgN8TAC+Ow_74xY~U;u2H)LmiCJk>=g4G_
zYnKe@JFuOA0$ryfT-sx~(Wq<rya<Tt(w1NV#Wp|=>*n*!hvS%AAdpCUD-?OvQuy}+
z`Qy6=Ancj&{gq4RQy6^O&2;?P$qHL!O9YKl+eqJ<vZU7a(Z_Va4w=J_))<zSsw1n%
z;L9>aN7DGUQJPGTS`50sKrrO*=zJ<KUsaPG7Qi7QD%7Uc@>NKe|ARPg2?#_T=`!r~
zb|E4N#mi<`aD27b%FKBz8S;!8Q5ofW1p=s+k}Ap#4v*-GzWk5J9?{v7veQ`j4)nM;
z<sm}K-*ufuA}WG%i$=*-7%kX1!*Y{%<#X;tpbImRxXPRproWRw^*Kvr^GsLFr_c-@
z_JMRoi`;?YvyDfq8L0sh>+bzSV_+|5r96qW+AT}&7<?cRf(7|mf`675Ks?Zb|46(L
zkzLdB@-`I1O^E4klKkw_srREmI_1hs$`;@zoXhpI?SWM81nGjLpEpRgcEzdqZ@%5R
z-zRdNH*Us6JZM_3l6X*gp{}4=%O14mw6(W_FHL=zr>e(Bd!9EpUUin&mY_cI;OIOk
z{Oj!NqiYdNZ3^DqyFu0I4eNb-U1In>D|<&FI?<OHy*xK*RbD3{5{;askhG1Tz2iSe
zy}eCV;y0eKO#65p?FWTv!jQqw!HsAAu`WMavU^MLg}$>w8l0yp{yYZGp-dbbgD=ef
zK8*I{u-BEE@_zApEJ|0ET11IsjTeliR}&$LCOk{k_tddIMP>5g%yiO_`<f&!DY@m;
za%PN5*};^KArv`0(A6r`E(-0gQ|=|it8}{QrDkK=t1aJo4Seup9|ysHamr5Y==mn>
za#uge4R|Q<;EVZ=KAddTbK8xwVv?a!96TDYfv_~P3<NF)2gu^r=<QvGRR6LAU|F{O
zk8_-DPtx>%{=<`;Lep_3YV6(F?%3=?@oe0UcUp6%)9?OGH6csmEh^;2$<!5g8MTAE
zTvY8?iJB{)%)!rTn{n$)Mp9K-c<@Eh6v;b#Hs`X%k@Mw(@MgAm2I=INg9nGaW_RB=
zRlsv9@&Jtb`s!mw{DSDMvty@J;ImNrXuq|dL2}RHJH77n&cWVHJ_y?u-0Eok5nc=v
z>29i+gH7Vk88`~DZ@$vXGH6c`Hpo0eq#M2^l|tBkTpg{>pS&v~3f3go5nV>D@jpT@
z_EbN63ljIrvWFAmNk3M&$$7bBw8Y<QS^Uoq0R{W}AJsJ%;kfRCxG~1A0ufx_tjphX
z^to>V^5s3^OrtHGFpQYZ&q+hnIB)7}b8B|lE1SoiHX*Pey9ciHEM|gUXfJTH62&9l
zH2@jNPcV^)j}hhqk6H=vA{##>YQFA%rQy$$PCpRla)d4%9ep=hBjB{tByiI=NV!%Q
z1BVHGZ(otP%p;o|_yB!}*b&5l=&CXq!-Kj-{r^&Ac|nyfcRRl?_lvTer^VR><6jHL
zJl51qdbu-ad1lHfBFLOgA4Jv}+Pmi(tGE>4+`sJ3mB@d;H6l`u@S1o-`GV`dk2U{I
z+P#XQY~SRU#1{O!Q=$i>TO$?{;_^RBSN-27nf@nvuK(YD_&53Wt>r*;2BuIoJRUiU
zDVkhZXl~<gXTjRNVOW-Sk+GwU@QHj`1n(5Rhk~G;Pz)Y>iIjepNUIW%<I8F#lei;<
zH_aLv8*4obk#%jFE>0S;ns;_1b1<c^zJ_uHH<R*{X5$iG?m7?moyYxSnnAel-w#mX
z492rMFn!(uf_~N^h_#O=$PdCPsT?me3NhS1|D9^7X=@_Y_`<Wmrz}y@pL;=nWxnJ^
zoIBNsl7=Ft<XzmrV83(rG$$evQ3zq}n~2sk_5P(9f6P)cFvtm^!$?1%R{b-1uMxD>
z-&G;<;}`XRUbN}60RqA}hlhs|iGS$v!(z_PY(N;aDvXc8>6H}1?IK9Pqt`e?$hZ~v
zB6J#bJYBCO%TbegZNFRhe*hpMlDIq{j+?x;V<lNq<c_N%rYLdhf4V>1oLY{javm+!
zp?s5$r)CX+`R3;4Dl7@D`(DaplJInqdaOE)j67BrmzDJzu^4fsh4JAc^3K=)Dw9@F
zu!jqBaV4eMw}vYUKh+EF1FWn*@badlrV>?l-XG+=(MadI2-ZZJnwb$XFd)M>^kqfJ
zag=FPm>}Xh1+EuOeGz(|m?UZOT<_F1_4_9SV3*yY4;gBjnqj@H9N?yPkQ49x3hKwc
zC6n&&FOT8CyWKP=zKm7h%klQB8QHnHxoVUCpJX7s9C3tmiqv_#`KI%}%7lyKKVkt6
z=wXLISj3MXuaR~qvlN}2SPlK4c&~y25jAC%YuAPD?pjbQqz@syWEnFv%1L3kfT8~#
zm7(wXOX1sYtRFvqd?}iBx*X?5KI=vyKbw(dJ|APBthSz|CL$(ofn@q9$tWu;cNfa1
zSpfi4A3p|$yunB0P2TRNIoxiM!-v{VJ4c6NDOyfi50i!byqlVVPuIEz0Z(pR4(nr0
zV1HQ=k>|ks`Ks4gSXer+={!m84sT8<6l#?^aJ4^Mvt)<l*<oPde`gLmj|s>|*k6&t
z&i!GP<?Y!9E*{=HLPBXB9U`QFhZXQ*t@)c6fs5C=jdmLd5Q83vM!{?}i80;hq=iAR
z`B!l8i<9<Ch0ezdS@)yG?o2_SW;pDDe|{^P|KtyX-roVkpTN&<*G~N<U0pd!N=p9L
z>$&l=(E+TWrA44==*P*u>WGZMvfnH#c&xeM<50^P4MvlWrE*4C&lW;;6eRUyARRaB
z5o`8E?d|EJVVLK=<gj094xK5@&CT|MdB8#W*B>W>g&#MtI5;@!;hl(?yQb-^sj2xp
zm4ByH;9`j4TR?IzqWQLjAmZ<^fa?=srcyq`$J;l9K|^L9Q!g9BiCi*lqX_bNz0B=W
z+Cm!QLIf`cLo5Dh)`&FaS0ci*77CNL@ffCdBqdHZldhVr%bG)JTYuVW@y#Q1T7m|w
zlz3%OVx7(&20xEDa75(aTrwxS2xVOgWli#0u3z$I@lsH<KmWGg;bY2`rrl^qh=NIi
zl<jkKB5=1I9~>O)xIOevMO8ICCdTsaV(033<u^Cjx32RMWEdciSe1xB2zWsu8Epoc
z$bjYrQBhGv60qh<n?Rd@Pf^D!P3(vjHZwb0Qdzm1;j#Yg13!P-$cPN0Bt_7Nt4y=1
zu)Mrndi4|t7kaop-hzS*A%EXpfym{Cz|Qe|u;&)WL^^LTu|vDEaFH!S2B}=D=6jxG
z%mons0Q@_SM=MP+9$>#F{bSFwKVN%#d;j*qW8I5pX=w?G0TJslG$eI`uuAG-dtEd%
zv|>a{qPW+MV2^ipOSK`S{O<K-8KtGA{}`{}&FZX;V3hu9Ru~pJH794H)7C(ZNk1A1
zCJHm~k&Q+%(@v$b;|Z~Y35UiA!<zpKd2bz6<=6jx9z;N-1d$Hu66r1l0cnwLq&uV=
zl#-Ngkdg*zknZm8?&i>SX7l~s_cKrYW}bOw)~xwsT#MydC$4j@y+66%uWMf|u&t(C
z#E11s1J*CB3F?d#ydXj&K;You`V-g!-hW4oh=^#>4;Sc6gWVa+rtl&($1-ZvfbB49
z!Jj;~U#WgqnbVQBnVA{n&x{3#Uw<7Bf;#lzeias?rVVu+F4UFI9mrJG8usDn>FXn-
zpkzMI%iVF?+0jzkSdN^6re=TpkC({k=$nr|(jJHz9UaY{N5RXRn3L)nWL{kBZ(h<6
z+wvW0&9P3SNN0>)@Ou3vaQ}~&hYR3v6m)byNCaFzX=x3F5%UFxhv$fglbr3(ME!V4
zb9&hXYtTBtBOwWETY1gQ{32<f6S(V%YeU=w%@zV8;@91Ax-b#}N#HCfxNp~iOIfP$
zEx2r@ob67aq{vR`2@KTM2nju0>624X;B#8w1!XMTa09>JB86Rve`k#wwFc#}zR5wb
z2@elXy!3BGsGAQWMQaB1CmmWwY6fixKAS&_ey7dV@t0F5)aBuNOYM&?9B{!kFq|||
z)H3-xO;T}hiG)1sB?Q2je-IS~1Bz~DZjOwMyy8!2Wm2{XPGozcK;<6R;CA`j>1gpW
z{$9BYrg~h=+!#7IIG~aW)=LmC{B@uZ5=sNXkO&NWPZUk<LDigk5e)e93dj{`u_<z+
zeSLj-1qGRMX@Y3IN=ix-G?zuS&e(NQxUemWw4s0uTFY3=9*@g~u9<RU2^pCU5Y6Uo
zyNLOZo8gHBTq_n1#?=KZ^9l=rQn84py|+-u_3G6tG;IZ?^T<`O*bsJl2OVN_IW@q-
z!b+s<h&*<b1ql-(DJ2EMKaecoA0m3iNj;+5+dniu+?cyw?Dv2$`<UNmmC_chj7Ks=
z$0sMTUcH*w=WTF3H~Y!#1vWt;;`#a%WY2f+ASF!?u1Ru%-2(&JV9e^l(un=uWN7uG
zYw+&wuJT^fNhcxlvuD4`$|C>#VfMbE<YQ-#_V$L*)6>^H-0bbeIUFsfSS|cbAKQ7m
zBjtXOJ+^av?LP4K7Q}r#0atbm!K>FK;Q^w-IO$V+wR^>NvkS6C6Kt+$+sb`@{{Ek}
zwHKEwt()#+kB^TLOZ<F&H9zx%*%x6;kRG7^6GbCO&BYZrKR<62_hV4}H~X_@A-!tb
zHL>R?D376IJWs)5z9wRMS=aUQP)1P^o6qTReN0X$ySO+E9tr(tRMgmN^_2|u%a)cF
z;MLh3zEf7!(3Jqvulv(1vT1@cva;w&oR;Lw%s*G!0-(TD(@hB`CMN1{59<a5SC)Yf
z+3$=ZfVua9N4f$_Mtd*2Vt0=wiwHsZf3ytXYj$^6w%Tq792ZAR;lMVDcp{Ywl;wfv
z025OMIc#KP<muC=y6glq)z+lIK)}%Z$|P}C)`fom_U-Co&N?Y&6})=AB?JTJfhL<1
zH6(aj=sA<GRNxHOtd3n9H0=gBo+2V*y?9|G@sG9Cf?P$*$XH}Ox4NpQ`4*Q#EX3r`
zVs<A5h(8re_lHgcjf*8ZO*m=Y#|1j~y8);Y_Al^PUO_ZLy5hgxFE7+?NCZC;^Tms1
z8LowP(uZTDzYcqykJsiOdBNP2i_}G3TzG)B=&iQ@D592jtV@v-y!IU)9yW^WYHvRV
zo9M7O9cqHW)p1b0B&(-K4tY$+;IYwUp&H1S{;2q^k1;bV?CQ#ym6g>Qm}AY(?<72a
zXXcog7|Tf^%USlXc6Ok063ZE5G3t-M3DyLM0fxZ&m^gp~0;io2idh-tJ6aEBYJ4oF
zhKE1hTpleMoRw3d2YjcJiv6S8@?^6=VN7?%+Ur&W<PHf*$<?@~JHziZucebXLxt{l
z<R1So)~eGhpV>`wA6|4cD@dJu9EPl{tno{arACj(d?Vm?VNrIN-Tu$`ZEtTIiMs>`
z1%dkTY;UThWsf>aLd=;j&$~Qj`F#?2#+oIM*Lr(6{ccYOw%SQ(eHW2&W9oboGv)k{
zK*Pt23aZ%*5%z}_WRq(Y^SIl#m#5mdV>Ai`pvZkTVhTECJMdw|a8jv{A5Bj8%ugB2
zQ<9|rX=Og-I0~i@3=C|ng$o%$HwVs#mhUG@JgJ1(PuTudF!KsT^-%se7>fUoPx!t_
z`8WHPq44iDM0>M;*VMBAZg58OBwFWscI<gU)*Ku8^4LhEj3%%d5AWC$6Z@Nh5<X@A
zeCm9oS*17(UF5O(k4AUjSiRZ1akR(FKm%dtt4L9GnZukAx01rxNcukq=*>$csIt06
z0<SpQ)BeZ1Fk_R*UVGOI!D5*D(7VqNADa+2Ub{_Homk@6M?+qI-Vm5u(UnA$j`}Tr
zJTFgb!ywbN{Hffc2Mpd_P)9s~5)6}OB|zt<bf)4~s^%zX8YDlq-m+nSsa2DeeC!nN
z-t<I29v6%zIII8I@rak>-^->s|866;$HBft89V_f&eT-ltS-Mg<bsDJ2G{K9xZM*r
zCdhGQWpdWLcBj%>ZO;?}S8o3ndK`a_<n;4P8YiWvCu>*wfTeBw-Ua!(M6m6w2LpOM
zp3tvVg=0JsGw&@nvsoD(tJA|<LgZjg=I2&2$R&PMY;W|Iw%v}$FZ@;M@rk`;1p~1X
z#YT4Ff@UX1LjtK^Nl1Op=I7<z?RRgZz~ks0gTo6>_j?<-A!)6T5zmX81lxQi?9}Gg
z-6v=zl3IP~RIa{@d|x|eEqQey(CJyI-$<Nnopapp24-jt$%#WpM|2Aq#W6HCqMAFY
z?AW%yPgO#B*Fw);G>egGwO1?S&RUO3XvB94I)ljR?x;qmAE03MgJS1B;g>jtnz)z~
zg|$E1CH9J;(Q)>vzA97U@pLC2@cDRu_GPi@6J~T>_Xxg~by=vBIzbI-H9Cfos&47c
zaXPh?nIVg&-9s9tm$~cv%|+e9OG)?Qt&yNw5|s0{l_Vbz{`K32K*(_xV#re6THZk_
z^4;-%O>rT?rt3ykDY*O*Zs^Udcy8$vW53Xu;MHT#pAw5=G^y$Wzqg+n@f&n3+eJo2
zVo-z<-Ix#-t5Z}3L`sn4MPAwyh;Gm?8nVfE33Tn(z0ERCb$}+gQO1VkDMNY}CCH*E
zafA%~^|RLv*X1jko(MCx3noiz`jWVlNIpc0JQ&gBdqTnjA_GZrHc7M1UhFwP5$dIc
z-hZCwaFuRb`<S@joI8FbK!s0daCrQy^k;(Elai1Y9oQUHV(BmGzzd1_Ot!#-5{UM^
z2DDpStN(!jJ~sYCBx%L)asw1h<Quv+>|%Mx;qQ(IuRG=BS}_+TuRCp<^b9p5NfH^c
zFRKJ<Sg_7N@lSe{kR4^-o3y~&NGH5^&w>+VdR;l(ziO<{TrsU}6=cVz*0A80k5{^o
z^sd!}&9yT6j!KpYzh~P1*MW}IV6U(whWR$qG(Hy<i5n?`!<u{QLw`tSv9EAWkmoy8
ziSY2Q45R_IcSeVZ7mCg-s5UQz7)dm?{Wgy+Bsa2~_TLxD$0ud5>dW)T($gTQxmaAy
zqX{r_lSt~hXQl6y?z|<x4Rx=oZQ-_f(W1@W6zllsXYxKr^k1?!tg*g3rSY$5c<5Xd
z(b+$hF3A`c`OJ|@Qh#wC3x^*#G%xWm5KIktIO%A|fK=#xCS_{p_aZ6v7<_d`oM9u1
z-W#HVXZ>Vc`67E#W+bRK>(J&sDWQH24W|BQ^}}#6mi#(s&z%&eAw6Dy=Er1`fb4*{
z$ch~c=60;r`F9dL@fj}@IA;9eJ~?efRF(a_=Scs6j+Qw&#h%WJQJtQ3klt_JkpXe0
zU07@R8uv=z6P&M@YVLykhnf46c!#Z<ui`8L(#rkCC|lv?`g>a{J3-i!{z6^Jb!~TJ
zlBx797rPcjh{uIVeNr21YIojUUPN#0K3!O3ns+o$4tB+cm7Y8ZKA6Gp5C#)e$$!^x
zEV`PT?gAs&2c7;i1;4`CDJRvAc_^gwxoW#~oZI%I4!5f%g*Lpg_3Gg&XESRZ^X`fP
zbv98}``AL;rTLjQmuPJQc680~H|c4TkK`<~fupJB=*tecQE?j0gC&aF`iA@Cc3lJn
zhI?PT)sDiwnu$*+?<d9L(Z?GQ44TT}jB9bfQ^mID*{Y%z5se{1C3?KG5Z3Oy+Eb-}
zH(47jqLe=6bPL4`zHrRk+ta_GE=4&JiNe%|^WOS{)H;CYfZLGE^`&V~^9kywY^>A0
zt!~v9a!mp*28YimJm2G}m2|!=V+i=xu+<sl{`P{nI<lTSI9nkkx<MuICCW+3AVqPL
zPi|K%=SN44t!#T4>On#*wZxbXhRZ#=UiHv1q(h9c9zKgNosn;11vvvn7@)MgLPQ?&
zg_}WW22DCr{mH1xZ)G}n2WhPPI@TtiSM5k8c*J3@X_c$FKIpmk`w<BKP+?s(P&Pn7
zAl?4}Uw;dg@G8N&9m6+hAPBd0qIL<jMuX2K_;NY;#a5lbPE0W}trE^jV}mJ718Lml
z_-O|#A7k(o3G1q6YOnvVllsVrj`|TFY*=NW|C%*pbzGG|T0Mob5u=90WI1{Th8?X1
zKW<gNZ*sOMZDtw;g*jb0qFc9=M)2Nz(cbR;+q26-GW{7MqDA3Ji*xUikjh%oZBo_d
z-og&bg=I=N2Z`?yZGUuz^mg>+@ou_UtZn&mQUWqU*d=d6^xt<%;z)C@Xhw*A5nU6r
zFaIJcco>NPMk}K8rN}GA1I+<-Iu}#IPlsvZok1=k%0b=kCH+nPDnF*Mhw3||)b8T_
zL~40(!$PYrD*IkrRGV;L*4#1PWJi?=Di?Z~yeGW<yx|i_iBsYnrPfBT7FCJEb+C_7
z8Q8zi+CMhd-5W3dhOk@XDF4V@CBc6!kG%{hM6@Z>8}02oMryu-=slVyG38kzB7us{
zqtSS)E*wS4o?7b64Bye9_tO+ilA<A;`|qhNZtvW!|I*FK`*8FMdkCs7UR)bCcKF^(
z!MY1J-)#K6e331SHcUHr)MCM+lPfpXTAASoJ*ofQ72gy(54+&B%nYu?_cGth#bzAJ
z8pj*@_6onhRwR3Q-UWSG3BGhtQ&Md7ewy5TrhIEYvP5zQ7rW<R1&wRXl_}-PK+Aqb
zjKN(v@j-+1B#G4#N7sP=tAf0W0dhu$?>PZ3-ClLiFqRj}6VC>o+uE_ICM5R1R^jAH
zQi7G1)kpu4K<VyPmv&FXVqKzpZ@w3AB|2vQ!4Nv7Lgs1k*iF@Q5cs_JdEg>0iua46
zX8zLplv-N-<H@yCjJ9%yzi&G2ulTk2`*G(t0+8=9-8N|9Tk}D@FE8pWeG%yJ$jMoh
z+>RA>JS}{*p5zJaq-Q*D&4_f~@UxA#l`j+N;C02OZukb`@&#e9jpvRf7Q^3n*lGSb
z^;nGE((_}%5@BY%k<%ZT2w6s`&w@y#e33<!<bBF4sa|m41jxT<QT_3Qb$MQ6vZB5v
zq$3ORyi+G!?~@DNpuS~v6StN3Td~5n0X%HKKV%W{PX?yFEX7J_@hBL5^GL?UptMPr
zOvDf6S_&tMCbTOo{p!p~@p}ZZ6BpPDv&PtK0RidTXYrmdgS8lpa{8Jyf7mda{ely<
zZe<<zc9lkW@?IraedYZ*!5?YoFa!(@c@t4l<c{L^?Si@;zr0&mW2ZId_urV>_d(;M
zK36BiyD>g+;u#tLY|$xqI^vXc4JEfy#S6mn7wCMR#%FsA(ZVwd#zYv#Ao3Hq%h1mp
z@KC}tApEeA`gvZEc5aW7a#SpsD`jprPFtC%Ep+>pz~)FMo?<D+R_Vn#k}JcB-C(G}
zZtI^9cqh(-)e+x#cyXkd5VGYcV+CV!yPEgjwBQQ{)uex+eUDh^q<NNpt_P;*i|d8Q
zs?Y_0om5^;hyQtoMf)BK1wDQAC}Z{m26M4ql_@6?{1c}9oCBzokj)FRDNjv7CPO!d
zKZ_jCE*Dwr1#xdNF56iDOk{3o@^N|zRux}!noXl0)Cg8o43=UAHL*{Srgd)Py?ONj
zC3=T%(uP?qKH}pN7&F_DT?02oLgOQ1-DPjvbfvjJuMlim0k8i8%tO0emHzJNqPZ;I
zMcz=v*^(GGpj~l`F%0XZSmrT<85Mm<jPz)z^iT>!?P8bfTiz#kKzQLNZ(rhZO%Fdn
z%WHA0F9^s!bVbpjJ%LbtlshO@ulLTVX1lelgH7s7N<b05H8;GC+HbJRhZ|Vyz?<oJ
z9cUQQRyR<k?k9H~ASl~f&m=%x!NZlCXCz3~r=N?J&bhkl;$(^sU}tk<V)w@%<2apS
zq@;qsK?|qy{FZqjkEoT|<e}Xxm7Tx3$e%{%w-r0#@+EN7x(>%lBwVmNSb4$qnsaTZ
z)z9E6dDfrMtg!+0*9R(=0y7STzR%soEP4%Y{3lLa?)p=*X0#2$dpW4TP&#ynZ3=L$
zTbO>n%Z0b6?i~DRFp$W<DR}r^sQLZ8$Xe;SiJ^|HS*|O*|BZ({Gu~Nl{&U=+55=Ro
zjhrEWe*IQb%#U&IJ9RcPYlQjn9up7^^e>I;*Wj=htwc^<DAjg!{wf4@y2hszSMr={
z)~>P%57Q4Uy2C1&N<NLm_dXe2w}yhI__Fl%pWH^_;WYw9wmMKuCJ69QE7mB8J6AZ*
zq$Fvf{wuRuK8E(081#bA@U6NkisMt1lv}G}n~(A19dHNkEr+fr`dWXHbVS$oe!@ul
zBVgEZdrH!)iHLsw=Y_sEXZe)TP?wZ_aVUX_+#O?4rgFyQKH1g@-FmXdgoZI?VJ*fL
zd=YBC`uFmA$)cC!GzkPnzvPQ{kQ=t^kqHSz@U(;G90ue+<zM`~bYyuufzl{BFUYr?
zT_!2A1Z%}ikGJ5447s9Z2duO<UNGyEA``u_gt07yP)|K0^LzqYAc${5$WtqauifSy
z^I<JGmpAsO^hErZ!mM9{;#R4~W-dIQ48sk0uFVCzYPRrx!3mSl=C6Y~d#I6gc9i0|
z`m(yt>UCn6C}#Cox?<$B_-7ffy|XLjw1i988|bfteQl)8_%(&3?`lH=71L=|X*Z+K
z8^;c5DT)@-w81}NpA>dul<54d<U>a9Gvh=9%A1I5GhT$>+3h;^1=`lbYYTg%JZz9F
z`rJ?V$P`@~vspnogZ<O^P`o1r+hPeS#_DI#v9Q>vVsjB@6T@8XK`K^lMI{kyGsTR6
zRNaA4W$`EsIoAdfs;>l63Iq$}=RAbO!7<K?up6}A>Z%e~lnD58y1PHmm~gP984tRt
z_EEf5L?^x>@4=~yqTJis3fBpxRXAv`rg<O~!13>GLHk>j_2A9~gny}ve6JE3$Itw;
zqmyGGhj;j#p)}T?#*6V6p2aj0&ZmlOyf!O%dAX$K>Z4Z41Ky?()qVm5(pQ<<#)io)
z-)3{XSHn@Ak=iTyT_5!SnfjO6UAlqff*i=^nR~x)3^Nb5`=`kjCoSl|C4Pj>A0eJS
z-QyUiU!Ld5BYrD#@WpD0Bj<N?y<rEQ(coqboU6?Sv>(e$l4w*UT-jj+GyN~^m@v!5
z@LJJlCL#t763u`X6O;RR^uoFj3_@Xh=7iDLkWb`dE8FtYgS~p1O5Q3Rl?B*NxB@-{
zA){tA9LGM@%56|XOe&;?@v3VH!JqFs=Jsjde=K>yT@&zmBDlKV*V1iB4yPcC(n-*C
zPs@aM8?EJG1U?0MZ}?qRL(?Rwb!gIR)271cl_S-%LlK38e5#k)CuT&C*NaAxd(F-7
zU>!}N;*4knMxys79324-%VRc{y*awpY!rR@QISJR$EMsuwC$!9dOHrt8%$Ct2MCH5
zgX`Ia<ow#7iaCC%n2e&|v^W+XR$}j;E_Vc*uc=F(J6bj6#mG$VQ@}P9C%HL>cUYe8
zC6RiJAz<a^<#N0;p{!22D82BY$;YT*n)-8LM{$uJx;X46s>cy4U(<6y+A!Y~UPkY=
zaPy21XNp((=yVxjoM|eudU1oa1zI~(J?FOxU7e{6Bd^Zxv4l=uDup}b;$Lo(SF}vt
zFj;UE6nXF{ORhL_X_tu2{6*VGA@<EyxxHy~`z%rbU!o$y;8bQ=O=wMAw21ZzQB3dJ
z3DXbh-idPF?PA6BBp$tu^G$rD)8y)pipt|JD&ZWx-`r$Kvc>o=#OxC0+&s_gI{MQY
zsqo(5oNbq)qZ`fPa8XM&8CA`kR%R&SlIkCfr(S7j(u@aj6jn4IHN48ku2)!3Qy%mE
z<}&@7o)afSjNMLpM_QEvo=)vZh`N5GWBpA}W>$X66lzJ3I@(peNq$mfku1L;EU?NY
z7r~*AS2BD>Zkp{g-PLIDqF&qS5&0x9$FXU&$4^<a^x)aaupR9$c(SqbH!=Pyb_x{(
z5^hF?m6td4?HHnB&VFfwALiHCK0TEASE%*n9V5QvZI+al<gYTaqDeXm>xzx&noqdK
zL!2!|WB;r?HklOV(@l$FZl@4mGN3=WjY2`&`;)u#=p&6sCpNY|<)rpj(<-Sy1q+Fj
zBR$)aLJKqGcAe5o8iSI}%8)a!Tsd<`m_@uRY8-_?$0H`tmQvI(lFRA&4#)G(Kvk?m
zE8gD*1URDG1v~wktf3ui>We5;tf^`nJO)gOgQsQ)`t7t>zuDPhaj--Fnv#vh)sT&g
z-RWoEQK&J-G?6PTsGF9!MFkG@Zf1+yeR4=w^-Ose>E}Op@P%T91tX!>E+G}pKWV>x
zD6lQdoT{G05i93!cfZURNk3eVn$VN6MEnI}T?%^I&^VGQXFWA67KNzX{=v;1Q~ERZ
zwRqm|@zgq~DEf+eM2B3PZ2Bpw%nCx^+>-lxQ5_?HtNgsa(EQB=wdQi{rN!=r!22A!
zZwhW^2^+Vv(BX@(&21L#Gk6P*`crj_e$1*J;Iy{YL5EMjXXa*0h}dYI>*~DPDScS`
zmHki?h=nh8mnwalnkr$L`%2swU*B)?M!y=>5sTC@qRIe~(4Op!aQNoTpLy=U_rZbj
z-d{sKIWqGD_aA&odGYDQ@rgyK6pIEkk_(>wp_;D$Glt*4Sl_@W&Y6KOczM$CiX1Jh
zwB7NQsoY&r(Mvu7WDbU;XgW~*9JG9BwP&9b51R3x_=C|gdB<Yt`8uIyURoQ705aCC
z5AU!_SAKzQB@@Tm2CtB1S;s!p?(4NX2H=-#ixiyblt(V`toNq~{~hw?;q}Qff#2Sz
zl(oAZT3CC5!xEH5$9Xo~du>W%C5@bbLIO5z!klAFe_EZHLa3>uuz!&Fm7+Zc+vWm@
zGQ`B~mzAFPuEHWB8d}Ex?J_NvkU3ZmH2NXdnsGHLj?@w3bU5PdAMMiaSKZ(mY$o|J
zO+j*;G-<K8Q$=hMrg^5y3YHm#Oj)zvKO-Z6=0_JTHK+SHB64s+)HYf&>9&(<Zy(n;
zbHpFFOE-C!Z6fhJudc-S?tWl?vxL^bQxg3!5YK{9FbUvP?Q%c<_a)nqe=!gL&HC*B
z`AX(Lq|1M`*t_SNakJ}!dgS#K$=?3iKd-LR1IhNENB`qmFk@1U!@pSo;lTd~-}^sV
zWd0vcVzM$5{)JH3<1(+-4V@0@HDcP()W|<5iwa|kY!_H{Hq1R&CV#`_WY3*JOu2H8
zuNskrWIV*my4!TMAp^9}7%N<GR&S@kdNucPOmNZMLra)eT>>vpW2Oj}B~S%Z=C!wQ
zZ7$xNyd*XFbshH~Fw2s{RIwJm$paO5*0<dF{-|=5Mh0t9*2-xoCnV&C=`Rw3gZ)1|
zOU|eOZD52vtmAN0j*l061X047ueK!Iy^YD5)xjPQeD{Z(v%Vy0caQZXusUAx9vo$G
z3);i}&+0bPXr;NzHS3kqyMJw(|36=q{%4N<J(pK%&MSVnHrzx&CK@i$5qcDr>yL%S
z1E@Tog67mV=8;tf(#GyK^V@`>E&WzsWFkTLnoJQ);k$l|#rg!#`<s*1V5Tw`s1XFH
zK}lTJn;p11SvpOg=Ow{|5+uX)yTpR-@%8omK%>HV_u<1+ppmZPHeGeRn(G9x1MCE7
z>(K4YaP3mw5}dheYZ^*QUm$VTw&|(X*pP81p#`*!d|?459Bv9k3AADt>Zl)&GSi~~
zk}v0~^%fThG8q}<8JU@UZ&gpeM?9`EP3>)D$7yGH!5$vP_VIB=a2<=+-5MznOU<1G
zjE7P!9cmY>wi<5_ZyQ&%V*p+;h^u42e^ewF&+L;f67cZap?cyHtnp(4<#QL7%J0G&
zfKIG;y56(CzWzy3u^l=jw6y;>!|w6hnt{N}ZM*t3Q!I2f(YzQ=cQi}ljYd@nU_V}9
zVYPx?8YBUC14Qf&3(lzM=nq4w0zLix>sKdhM0}1RfN=m4+thG_n-jHMDrz&(*8yQf
z#>f~NO33vUa1N=?tH^_?0)1{r4PBj~ggijb5b;MPV_}H^Z?(HQGhKAuV+1sbk9LW1
ze>}^)!<3fHYH>k<{`u~N#caiozkhijC9w+Au}|396E_?(6o7Yll+=FxdJTY>x1C|c
zD9w2aIjXf^sept@Nej%8LY&oVo*U>OJ3Bj%()-fGMK$E^{>aOCZ?dTVYBktm;cpBY
zAtzvwX8t-bJWAEz_mGMBGuv%S1K?^9oYhQ|mr%L!kkud3C67zuzBnf1qs4}&2nZ)h
zOLzX@WN?q=5S+JCoTkA6fJFM?!-w&>+pD$k>$#-|{~iN9;6RURFrC708^BOZmgvYm
zx)hrcDqvM02FAv0dhO4|LJ2w^RYPF5kLoM18!~e8Z@^VEXrJfErsx4U#QkE%*#2NP
zW_#O&S~~t6`1ier@bX?kPC(Sulnzi(fVKKYXjS6_6n48Y87_{Ux{HfaAOjW8&uePF
z1u8vI;N9;7OL`2*X=nn#yP&|{pFEhN14sGRzjxqk@CaAcIa&7`u>sU)4R9h5dmv2H
zq`61_{P`k`h)3AWjQ-^0<c&^aa-+xXDNv^;<6wY|01D*h51Le6fMM;=*Oq&>mt<x6
zVp52)OT>clZYuS-b$rC7TwQq|Wnt(bpSKW8L17`KfIte+^UHyt-rL)o*na<TdsJ?{
zB=`t4J^no+V>jn}bA>R#lq>`2qaNt!=XQUAm7_NYy<*^YJ);Gj3an3xsi7VGAZMV-
z&rO6OVUSSr^Cuhj#oB^diA+gBYaY#(`VkVc4&1~%a{tL2wK8AWRXA)}&g<qSFd#~=
z>pmTB=i}E9KR>_63*l<*woY47m_Dhg&HUO2D9(Uo^+IQvVP9Za*k<LF_8Lf#^#C2C
zq@gJ{o1h0~vS?9X=XkK1my^2s`1)|Vh{aqLn)kPFPx1>2T-HLl;)T2f0ZR1+@D&4-
zwzf;8Ad~=a25!&=P6ULlM`j?I-=$2V_Ft3s|6c;eGFD1jdObaWL^x+`q{++c=Hfu3
ziImTAe>v6dkPOT$Fh)H+J%VTsg3x)#IZNP*U#jPL+%DeecZQ^ER9m5v@Z&XT%elC?
zl+QH)ENy3|oCd^cCg!ApM`XhrG*yqPJK${qrK7*n>NoGYSM<-cc-@_JeGn641-BW&
z7HwIvc|k%lC<ItJM8mh);eIbxzgAv|RwO4ANmDCC9kFZjlfU7`03G5kT~KR0i#{Ik
z=|{8)APrk-Ua1HuI5vQgc(@+&Vl^Gjx;d`{7{q?}7r=`E$Zvld+;?JDU07JS2GBH#
zg-)yO$gbzRN-!@FU3LJ#vgCQoD3}&*oaRyGsivhx41iVZ&*Ifq3*AFQTOe$AZ9#2M
z*Cnj#4yu&*V89o-fdK#Aa4YKU^z<vhPPPG7@%<}cCC+<1%-@oLwA=x68Qp@W(@GX>
zxC@e6H(ndvzeEKL%C0!r`Go4to5BH0o%#VF^m957Y(Xmv_OGvJflHBsG(!b&tw&6w
zi`WSuHy9Oa;)aG)fcmjIRtG;fFE`iZI59u};835;w`Mfe>%j%20BLY;QCX^3i-Qta
z+HmhckOEi+KpC2aK3{`885tkn{fN1NEP~JTl@h>)AM19@=MLVeR|JBA0nsc`D@Ub7
z8x3posPQ%oU~syu3E);x%OKBMLy<9SYiq%H`hmM1B>;5h1YjqC7g;d7=UQ~80KAf-
zvhpNN<W|%^AReAPd6Ju(y9^>#iOwX*Pk__#m(8imVmhgu`i6iK7#zF?cq{>}zxJlg
z2V|6#Su=ESLRnyd{DF-?m%n4Io;a&km|(g#q=F}^)!zc(u*c-|5x8`AcK$vEPIPvm
z3v4G;3k;(id4Ihps%Kz;ii@jy#xMgK0oE6f!&@x@W7FCy3<3g=!!9-<mlY*9cRWZh
zFJHat7);@NtWQ8ze~h{yHCJ2>xC6Av#)cV04O5nt%DDsgtCfJqJPW2FDk`cCFrv>;
zQ4IjO`FIB?lSDBG2M#b!R^@WsAcudrf42E=+D4pBBfsg<Ex=tq?(W<Hu`_V8*5z_g
zIW-M3TTlk`*Y%H&v<f%?jcl?m$hIHE#b3U7;XPtv0N4&iB_&&sy*Vvs#}7HtpFdxn
zvu?6v?MMf75cocHP<(=%OG`(WUSD7DDI^wx*8=YMFw7pxW<1EAKyoaiT50ymy5Ss0
zyCm)rnQLxtrndW&^k_++)Ya9OFgiLqYBb-1&yDCdNbNitkY>~E!cn3}1E{?i1tV5e
z0MUwpAG!USwUq%<12Vlc$b^qzE691|uU~sV0>h6O=wp(7%zsO;hs#3s${^qdz@a(-
zexxDuZQqeE&HWTPJw1KkZTOELD}Y(lKb)^k=5+`H=aT}!FUW7%lwR<70C2p37ed8n
z^#!nNjs!8tcm@Ur$K4d+HXyCC01)zq$)Qpi1_}`Xd{Oc6;Da#$?!U|Q^~aAN^?;QI
zw{?0sJ~4s$>Xi~q(Vy?AK8mUF>f8Fd0cfXomYTeRq56b&+(eIg2m}dc<H6*cDG(f5
z0oA4kMvFnEc)e=Qih`Ux!!zp!z&lxhfPKuupiY9O!LHK|W*0A60Q~cCmLv4||0CEq
zU}Qe^61%wWkoWWF&%5DKARn@VfB;ao83T1uw_8<E`>TMfrpq(yMMXsc4GA*q)UpHM
zU?}QS6ut8&v^X$^?!uQhqYA(a)$xicT=v_a02S_K3-Z^)i}ZVghO1t4epr7LU|k-u
z5i$bU@zaVszskP*6=au^`yH^5{#cW5SAY_h2YmQ@S2z_VCHwU`$8}8QpbP-dK%bYP
zz?U|>xw(0I(nVVC0^PhZK7QC$X^JFGyu#m}9c71mWKseLTMbwx^lsUx{{#2|t;2r<
zr2IFfKRD!n-A*}v1>4^M<Fo%)&tbpWk8jVbB_2RF`x@Dr#_8U{gXcJ=AQO=7&&YVQ
z;dN?j9{x7|7k=l{UXjJZ1%~Xzxc$HSny>l4{U5s}@Cq?;&_9%qrtgN)vuBSa&PHDu
zJZl5!Y<;g%A6eQsL!|Cos1DidW|%gE=jeKlpBLh9*)Zc0D2ikBU6j)j4D#5yks*WA
z{4bqb%>k!`V+mH|@q_dSRjb&j&yNEoB=t|n3`XNWC6TngwiX=ru5MIIMFeO*9!)r~
zpoNO2K88=Z^lB&#VEnw*Z3z5Pk>Uyb!>cr%QWCS+I98tln8J|Db{GW!pbGnz$`GAP
zyjFM&aa*l!M*eD)s~Zt*5-#68;lE?$M=wa6Hz*X%RHK|<iopJ)^k(GL<SoJULk${I
zr2elGJy~sa3@HgH&rdXESM){SxbvrA9rU)JDp+(mR)!DBv?ODHO}122*6y7hFmx~3
zJpD`i@Cz@lI`n*&a4dY;jaXkLieaQlI53R}_UtI(s~Ner;pK{)v*|RKflTmL!=8@5
zQwLob*!Oog1J)&_@f|Pe{#6}}``e4I0(XaPxe&D7<?W7`HAV_+TTa83wfMNw$infN
z_U)jL8rtnKQd)P&);)6UE9dT2K4@uLDb`!PjJA{lCKUT$pI?@-dYTd8+{gUb$e9j1
zFe6RD>}rz;Ib0Gm+@M+#BFn!|v^=t2+neQ_G`E%(`gY_Hq9s%O0rs5C^XuKv3R)Q}
z=a;7*C2-GHxTKt*NrLy=bFcn{Z8Rah*?bxIoC1v)zu*ea<^NT(r{2MJa=`d7LY4Km
zIvlMVjh}R+>fKNLu$aiW2=S4J=g%r%+}g0(V!9r?&|XWSUniyH-oOEZh1^p$-iufG
zyK2|VD|zaKqqx=L5q$y@@lgXLv24#Hx}J|@b^%DCe*KCsoefbRZkAHzZYJ+d{6DUe
zq`bHALO5PsOccM^)w`I&`_oPtdH2f?@p^UTNvhgse>%;~{a;82v+qOFQhh1vV@^ZY
zJUe=;qWRf1Xb&yjZ1gF2)13=p+9HeMw<F(>mg8B!Uwwpk*M4V~p3pJWscTZ&Fps@u
zROVWTqQs(C$K~TYVsvIkcP*97%^F#{^KPywHaW&Gnq+bq;}4saB>#or^WDyC{`&-c
zaV=y&*;n`8c#$NeUh*09(tLtO;w8Lv-M#v4TUOhqEhnF_)+my+rN$So4IZ)sSzn=U
z%2UdQw~fN*+Lm%sgnkpCzj@&7-^xk2N?zyp+&K^lzFqlkV#vGen@y?u&JO2iLY<Gm
zD{WMGqIS99t}``yrh7vSv(VOg>=^vu)lx-1I@Q!J{|1t0)hwRs<Y6{mZrK(i`gyji
z`)SgX_OQ~>0`KdRVneUcxH4FRR7W8X9^63zT9);jj4UGQkstku7H#k5SZ0I?tMr5S
zDr_3rL+p4Z8sBinZ?YKM$2ZBv4d{M%fwM!!CDu2IF6tvQZh$2d*ogB>G*x2$hCk3H
z<C!t1br4ZCc!NBq&%#AObn-X2r;ky0ONIWdl-1D;i-j6NJufZ@>oj&t0f1lG;i1!X
z$nEGR_QcQF^&0qmeBB1NJ+ci3-!yX@10D$ignqVa%u0LCi!}uP@^P80>_|)86tD@Z
z`q;xn<q-kB@0ID^sJ*iA3o<3r(yJ9(|M{;d)u<!`WlXXT?@U&^)_L}QY}h)3nGRh6
z2rx+13{j#dYw`>WK{z>^ixS@qV_wBIh&VUnC#(BPJMDJ(P&m}lxTYM5Yg}p{6j65h
z+*Xh5VZx>Toa@E;^eAGF)n0vcaZkI82)R^wne&FHfT&u5?M?Ij7habD#(vevj?pee
zTN6VP(XD_?rl1MUQlI@x^B)OOExp-2stecambK3F>Mfiebmd2^diCa<Ql#a#QB(SF
z$B!lIBTuNy$r)&`bZH2d7t-Wz++wEF24C+@IEU1+^~^2wH<&6>>@V`Xk(JUP43s=A
z=Ulcbxa+Xp^XA1!{iSM@V|X$vB9`2zF!O>vRfV-Io{RVAY7@?im9d-Y9JGf|&v3FV
z#z0{2-7RxKYg?#ZF+G{FDQ55XR(H30Z($3`>FDGtZ=8YhkyCn;6FPq1=JGL4nbBSc
zMeRUk=6_1aRMC^O)uBSq*vnWqG5ZitC+i@zZbG4z9O#>G`j%rPjLgEd#wX+E1rKI0
znpHYy=gH47-sl=m>P1@FL^k~O{rTTvIFci$(vqPkZ&V{%lKB*$51zAmtDv>>+L_)X
z@j#?)`_-bosk((*Gr)9QUMAfxX%oq1M^x&*xgkcduo)?iuRqYtsf2C_C%65XMU*c!
z4u=hfIgw`T5Y#q|AYmV+PGngt2PP%8^o|=K)|U0m6n;~d)Sg9*zTJu_)g#G_A!l7;
zFt4Dn;w)5^$+pBXRm0~O=ofjI6LnTEz{N0UJLP6~Mg;R7?^GfzF9s*eR3r3}X3mhB
z&VdS_sXg67g2q^!uhY1%FW1E0b1&)4dT!zwSuwg+V!tFe6jLtDE#cG+)_yT01iGuq
z6V(rwVSzGtf&W3Z&@PiAC$Re<zXV*%sBq9wlhaul76&D&C|n0o*M3gtt@tvkGI<*Z
zf2tkBuJrU#6(&xWZeU=$;z5go$8{-!BXZV7RzMK_vtY^97~IY;ouWPHulBa(<IkSo
zz_CnQ)3#k_S4$LbKaqDQNIjLTc+F-j$3)GOPwd3tIurPVGhO9Om0X%OKj?Y1C4*0H
zDR;>8pcYB#Xt=G#PU~Io|7E5{r_j8r!TySd*_1x@IT{tezZ#0sOFON$ve{HUfLiI@
z9W!I6kc?UDm6~_#+h4~qV4{nmvH#kZQAH&96kf@)lAYnJH}zVN^pD=BW?g)#eMT$C
zSawO~bLG{oWWx7TeqVktgQf{=sbU`<H#c-y-V?S^s7dRDe=yc~|Lmz2qnRJlgn2XT
z3J(syg{Z0K$UhVard<ib_YB>Tu$Ip&N5&AtUufbrB-sP)5-mi;!P#-&Mrp95(j>?A
zL#IsTq!|m>%<tW6xn-$Z{cG!^KfkIsbhGhakTuAZUoTt8#ybq`z{!7y!B!fDRq8jf
zx=<Gysht@}h~uB(`z5@zbxU?0?dCP=?fBNm8*7T^&wmG^+>d{5P~1<im>1q(pg!aE
z`;&V@`Oq2CI4OF<88dej-Zl>({fThxi1YK`qKX4LWX9wrP^sqa$e~Q-=I&k#HLV0^
zyb-)x#r9`=nELkZ8@EG6vIvJR+7rz=HM<%neenyCg>$mBvn%TdH(jbZp{s9=PWN2*
z2B}9%?~z9p+zN4+er+H0d(NSoVWKEVCNjNvdgzc~aO9wXW<tW$*=;m=yGTL#JQle;
zP^;X3pXWN)|2=nS$4jSR|E>7mDylI$L0BQ?BYpzq#3g78*&(>z!-<T9yZ7(H5^8y$
zq@e5&`f%X_#}tzv<OX&Bjh(8YyyZuh*mR%{(AAsQOzIAM8*?E!D7cX;b_BBUmg)aF
zej<HW8ATvj@@ZFR!cULcqz0(m%eWt3k5^(sCD4?tn?I43e{1<AuB24s%$fV&;URGB
z`R1s2u2s`zxD^E+v$dqWFZGQn%Zy}5>_{(vkuJYJOh1`+WmlIg`cO0@GPtJD&2t%9
zJ@|3@^2&Q_sj+(JWH>cmU7h9%YcTFLLzRyU_K_0HgBxkOh!|I5_1?dLj?&D3fQ}o<
zdP5g}HjbsHU+DFS;+g9T@AGCw7Uw!@6q&B*ZEyFBCi_|>^S_^O@1-#qG@qIiUP;b;
zvTUB-6F%_QMvSI^RaC@QKLgcxHloHM<6MH@cQ+m$m_{hN1Y==dU!=R6(z?GAzDHyp
zzDx~pre#dPyl-4iVLGj;)kW_?Xj<6}|NZIa2DX+hcyxLVb8lHS4X$+=*s4F%5qgmQ
zA%$ziid8ewLss(2j_)hV{{d1W_@w{;7E-e0jPFCgeclpJlH6545_f!_k|;^ffuL{0
zuz`WADaIdKIjk)eS*oa{8z`xJv4HHnAZpN<DC=WNcjECjdXn(W`SM2mFDj(*IlZEQ
zzq!v^9Ohsp8D0geBGVQYDpP)bIu{4Qm!&khSze}-p~i0$kkoUi%jRoulJD9gbs2If
zrbs3K34?-8@WHc)<U3i=)i`Bg=pf;FA9`S3wnOUf)arGHl|?-nLf<Dg7e3BEMf2Y0
zC!Jlj!XGgN)MF60q9i9o6L5m$OT>R9caCDa_3aqR(7E&lvGgYoFu<QJ_iiOnEh_JE
z=nx9qoRd}X4ibwKq~5=J>K~xHoqi+UHbmUD%ks(^1I6{pJyUlkg5QgGxYFUJd0&YY
zJZ)DxJflWu9Jjf1=o|GkF3RhxZtNxnY|Fh?&YL#m(ulXlxm-dxng`@8R=Z=dtq#qW
zs|&)8U3Q;sv-w>%Mi^Y0Wqb%}9m$MOj_Ih$hm-`FtI!?3b$ybApFJUKwhV7w<iFKN
zE{X1%XK7v${_e@EquP-Me_>a@<`#kIeC_%TDhmKEL>g03)j}mSj)X<tTR*!9?*|Y<
z0Aks}edU9*`8+m^BQ27;+NWhtU3@o#A6E8D7xm^{{Xji3A|m2y(dUs_=kG-9{XsV)
zW<eNkEjcT*(Q++|Mq<5+G*oE?fEw}q6gXzmF}jD<s}qYei;_E?+#{tX>RkUz)BIh@
za2D~|_XE`hbGqq`mSEhe&dTWBgLzMdTMComu=I#|tJ$vE%amNf;YQ82*`d(s08Ron
z{=D=FpQ(cM7`~aRxzK9#dfu0lf$t<aU)|<V=ibs<Le;cY-VF$z>c|>~D!`|Zi2QkI
zefI0^&v!DSMR3AJs%?^cmqQxzk}Z6qp;jwgBDjI0q9RI6Uv$)i^NJkauDHVui%&Cq
z)rMsNPZyMlOA1i`R9%>PhWCIGfuD!%z9UNdrEOKcYgdb;-uq@l9aK03Vajew<7UlU
zq6!Pq77nW?*Wwi#`EkP^3q6vtac=fLJC$snhv?1ozO2R=Q#fr=?`2<Br9&WG0J}SG
zJ0P~Yy4oB%texjaTP}8{Ur;vTUY5Mb7&GB*W$;Y3r(PvV^Er*<$Qn?W_2Y^khEvx2
zyjse^#@ONR#9tM{zd6|7#XKBl`75F<vC60!KQN^14=0!3^(_BpNF#G=KI#wsyD<Av
zW9j!SVtNM-o};>WVeQWIGkN{)atLjZ{ivur7J;ArH8C?;gX*EbQ96i-<vuh08aXha
z(j$_PPgoyF5q1sz#zG$JTbC4enCLHxd1J=Q76<lTu8F-A{t;rV?1DZM{JXqfy#<dY
z$d_&)#25h~(@MSjjLPa+B_?c|HU#p>X}o-<@xQ=ncsZlZvUJGyk5kf@m%F$oJ{K6^
z{yq5mw>(z%hfb^}nyC65<IjX<9hhG_Rnybqe&0p~_IzC1=~B)-((jz6xRPX7+;g3l
zNZuu9<MN|>rG56u`15f^@-~Ypej;EJC_ZT~qtwfxNjEZ#V$E({TEw8fNmCwHzkhGE
z-^Rh3=0R{UgK&1+$Wp0KEF!ffWp{={&e-BCJ!wQL^7}())czou@ger82V(yS@*NCZ
z<K5kR^XKwvYd_V`?kTzMr`Pm_T<R?6vOisqV%nvfCpF1x+4S_)Sq@aYL$M;=6kgjE
zbxMc)wxej5#yXAaFh!lF_IvpFUE1=Of_S|G>U^hI{Una*sP0q4mt;g=;_P7FS~yRW
zd=YOk!Xc0spCmrKSM<|rtk-5UzSxKIZ}BV{J0-Y4_np$V?yX4^DjGSCnjFL%@0PV{
z9d=qSy|$9Ug`*S3?HbV3r5n%2yIO?ny;!bwp@xG<O;!uJ3wCY&CW*!C#-y>Clb!jS
z0Reo+mi2nO#arm_DoWTvTdi$J9P}D?9lD>_Ko(V!lBV&{_lL6W>p|$)X}C_UfZc<$
z!CTKhDxT`|t*h`2`K6_v2OG4YPo|tn13o0}Kh*0SEjvT-p^0<S39M9eRhE6e$S-9_
za=A0_mxsRI8ego($`SvaeF9<D^<2?Ffrm8jd^mmr`NVGLykbzZd~>%F=|l1q@{_v_
z1@dm?DH8-D`m!DZ!It^wO)cQbk^c{#EHYdP>0|Z$Ag~5oL#w@vI6#UMtY)7IsUhdO
z8`NO+95<}B(;vOwj-2N|&j=ym;9X-%O7L5n75qbi1o2K2>Dw%b+sM<ZJDnC6H|#hX
z80t+4n6wv2>)g29s1urwc6+Oxa?QmkBY2f^XEGIjIvrrHcD;maczy^+%m;zo)u|t<
zvU5-rR8};(y*JYNBWO-yNu;Tel&n@QJy5e!X>fJsz8cY0wqHG`AjNoalo-(yS~PQW
z*NjdAfjkIIBv9;%zlm?On_{WTr_#VNKCI`MIdi9wFs|a9WxF2_!Gu6OO()Qpjt16u
z<)za2cA+$J>;5iDY;FU8-91jb4UEN&wCnG%(H`IE!sxWvL^f9!xj+9io3xhAJd8u;
z%T}?yBeDDJbS;&6<6qt+LJ4%nxkg)=NrAbKqusFqQwDa%k%I$j(BoM9)W|jn#9QCo
z)XTtXkv%_kL}hSjE%UeW>9oEDhvj=gFDVM*sj$AQp7QcC^RK_<BpnYvMjoia0_@me
z3`vp2Xlgg<wQ7GG*+RwRj1KFmW`?;t#GgVS9*T(rMs~lDY%?Z{wUWTq=k=SM3csa$
zsx0SNzqI-)u+u{zi11vg5XdhRaab+EeU|sjtuDnpMMT$U5J=ODmbvg7F{`|mxwtC?
zh%C~#>a??`R^>DNt1e67IR&YIiWKRAmFFqai}NEv@cN%x3vu&0Vi0i;-`+Ww@~Ki>
zIm6Aptc{VRVq|1&==;C~VV*`_d^yhL=q7xbw{>B3JsWr0&K6o<=4Io5z+`5kLDl3a
z!Ps=EBfeGk<9zY>RRg41m&W<_{Ze@??25^a6$Tx`efd{FduFL$e`zU+CiPlgP{_-|
z^E~5ALn)IZoOesVVb9I`p_zr^;^H?tx1ViG=cX8Llhhh7vh5ul&QnJaAAjc&@;0A%
zHH~xAty~G}ajtCR(Zd)+Lrc;+#}++21eLvI4#V}EHSFPjW{P7tljr)vfeP%kg8LWJ
zZ2JEAA_`ojomE%o_A9`)*WStLGIa&vKTe)@!?ms{knJQM&U-9s`9R$G^IeKW*K<hn
z;=dg9eqEY>&4rqT4PtYH`5!)v{s+^za`Ok1Oz%sb#OP3+<mgJ+?do02zAZja{dwTQ
zTRb+(U~2&(FE?0;!F>)>&#K1I5TW+cWSwVA=+?&L2SZ@)7nmitom#lr`XlX>J#$O^
z8J7(=g0b_C4-!IyI+9Ztg>}|e#kCghyXUT*I*u}%z*<wptuNcMYmGioo#PYFc(w;I
z);gI9#K=z>^o)7n2rWe<oJ$s8O>ZuWh7J&`aqk6b0>iw?4gT6u=%;pVzqZ_)f>d3i
z80M<UEVTC*y;1z$QmX7c%N-Nq{c>Zn^?Umb?DlJ8<qAy#x8q08ty#OT8zspxGimdQ
zX&mSVXM6c-4-r3RrW{`DTo(}MDMluF-6!)ONBpQgIrNg)I&6y*(Xd%_xfYT;=#gR~
zg?($*xxX0XKc8P*9MZYl(XDs3F`m4C;7GWh5c}<Q9A>Y{LtjU7)ZIW@ORe#jbE8x=
z%C&m_bhy`II)#0bX{gtD%b<lYd~xFM{B3%6LggmBsnDd{UAdH9TO}0ge49LfGQ&5v
zSV>iI)I?KWve(}o+Q+&!Y_zu6z};uXbJv(xwH0J`>g+|z3mGnXdi46ln(t!csPXda
z!=YP`Q`)uK!?u@9zqJfu$_B<!|3H%<uQ7)8fSX_=qehyLGfj0U?8sQnMcmEG{dU`Z
zqr~y-FsDepr}Z*9PDu5_y33;^Cv`4KJZ;`%G<?VR&PMdmLsx3n`c_ui!_3u8;`Goo
zPryTdQ}7Qtp`g3mZ{;X^%fTQdu58bRLg}R%Y6g<|WCYSQ_w`2qaLGw8b|`6lgmqKN
zeJ+=o!Gdv|fsDRbY>{>>Pk^lBP<#yoVX;<XSOBhZrvp-4XtJ}CktWx9?v(Y;r3ez_
zCXNp6`|xGjToUQgY#IZT0D}bU^=kQPiO}K{VV%TjKL&xzm#K&P>(Fxw?Ygrer}bGK
zH?87E_bb~=9m^tvk8>+szbdXzEUZF$Uyc1H30a`*sp-G&)0(N<`Ls`M%0C+sqakM4
zd5dE_Xgyx;vJqrqLR4EYyY5oE)<99dS?srSwK8H|!I6|UojSWQ##TAhA2wUj;j+7-
zrFJq$fx)ydNf6qZF5X1K2(iIJUVOjXk!EkWe*9g@>Eh3%zO4LoWgVX}2H)4>qiRn3
z&7<o5o&&DX0kukfFSnz*^E+_iXm&%moi^8%>=~Ei(ZJ$3Ynd|NSJBGYwqOFa%jI1Q
zkNdO!o6rmCCQmUjfoj&iDN?P>OxC@qV79s{Uef#fn3=^(shNrH;)PHHXGV%}SEV9l
zsiL7cqrQ7<i3aT>kNG>92^2`q_ZAgiN(pT*M~*q|={U;koz%k+l9OHQiSCu6nTs`#
z5_Qj^po44Rxf>!=X>R=<UPcq)P>dmx)VA9wf$zt$-EDh$IT3?m6cPv1bNiYpVb+#I
zHG4)I`Rt$T%*1|&YDP?86b`QLS@E*!b`AD=q$Q@%aWVF16bSuXR4khOOsXyA==7Vd
zr)CQ8^Q~Ll#$NS#|4NbZeAZeB3ItCvd4<^5v$7%8PQ21^ZA?fi@~%zjXuxj^t;ZMY
ze`W<G?Zg<UrI<Ty@LIghpMsfeJ-DwhIj;LxhxSg}&1zSA&OvWa*C!hq!ix`EoCFqT
zH&hJ2I;e0KE!lI+mJ1NG?dEA#F%$lcJXqTAPE6^!K(g+>!aN^micgu~i_*d<>CRV?
z(fZigaNGE%QBcixD$?Rmpl>d<V3GfAC=HiE8`Oi-)Bej_vjXEy_<#~*c|txqg_1<q
zZ5Eyb@iZ(%2qKlSGt!TfEz}+jCeqZ4QW0p~5jTyH^B0{5gL^57$X8xay+wzKnd|w0
zxBXKOHyxBcM~!RA_J@aqTn~;@ESHyEd)mEx#qL^*?4=L+4sqJ5QkOn$X-<cSy$W-P
zGbLLzgM;5L-}dw~4G!$fqp;o%WR~5JWP^goV0WRMt@1CG6v_P0PC{ejnNyb?o}*dk
z8<Ye-Yo%DB3JyCQ;)XHX+MThq?tF$VBL`zv7KzV&XLEu-cQC*l5pLz!&V_{R%|=dK
zG7U_Yav7Y|p{rP~1tgVkMs%(~2PSN5^=8u@QZ&jAR~!OLp2!o&G5nTsonS|XERVme
z|K5JaAhv!GCBFV>{tKIFn<!qT6mA4a1!sPP#q+0mTc<)sDM=XGURH?%24ie)UtwvD
zHuHVq#3s~EUY2gk^R{P7$dQ*#=KYvyu=_DL)+099EDXs(Sj?!?xG73$4acZw3dit*
z=JNNVAV<02^?|$I$hyH=%FcAWG$2I!YyS>qw-)Cc58|q93<mI)UAL9%G|WM_3{Dmb
z$~_ko+xp(>{8TbGtA*-I*&Wq~?f2G5|Gj}%I}yJ$nB0rn=dYQW4A?Z@6!8e)<|}ZV
zw>`d&B2M7TT+4OP8F~Y2h3GabB_hm|Iv&hc0)DUG+=|VxHyV&$j9~Yw?dnTQ&LmKN
z?10Gx;(Hm`OsM~ETI#+E*0MiGN}2-pMltUGNoHzkdC-6ls%l+*^#8PWwie=f3Dez^
z<~M>YpHVo&L1+^nbN49z5ZjI_$mB`O2S^@k*4_9vnLdqOwC<qDkOf6RDj}1mVEP@T
z-d(sOlp5ka<`3Q{a56RfzwOqn`*WgvqhDv%f8O;tD?9g@`SP&4vAhfxxg7U|FPQ%T
zF2V>}8&>?X)w%fh*SkBP+_}4Qn~cN*!Ef`kPB+FBy?b}3uC`onZ$ZYYt65P|eE)uM
z#4{uqSTm>1nO6g8N@Zqed+&`qKl|4A)PIrs>BsxhHv<=}%2*UswdbGT*ehwQ_I$3n
z)z>Q9+}zyE%uGRGyJZ2W73Ke7+qP}X;?^$@TKR=7DLg!U(vq7tw#zNQu;gxyItyGx
zXPk3m!<DS9TefZEieq@NMWMn!U}=!&=9@l1a%<Gv-uu9Xn!uLN?;Yvo?AZ+R`U%xd
z`=Zt^i?X$8|GqVjnZZDU<6hkb^Qvm64Qtn~H7{e&zVmO-uXDlgerf>QW|vzZyj6F1
z&)<CW4eyajUwC6Sax=`~12!71gqc40Shz7P&}sUvBG|^j(Cl2fzZlp}up5Am&46{Q
zR`Y#f_;nb#<ixn-#f3&WHefIWEWMdy#$F|`{1mjs4i;VxTsuDC{l5VVCMx%R|Ji3*
WZ8)jkHYtYz2s~Z=T-G@yGywqL-Z*Ul

literal 0
HcmV?d00001

diff --git a/docs/images/serv-acc4.png b/docs/images/serv-acc4.png
new file mode 100644
index 0000000000000000000000000000000000000000..237604e3e36957bebd52c9fde948666bf78b3ea5
GIT binary patch
literal 53189
zcmc$_Wl)^Kw>JpEB>_T$JHdjxLxKi(cXxLkf;&NiYp~!Jg1hS=!QEX47+_##;s5S^
zYisw*ez<qHtEOh2?(=l_vF>xae-ovwDE$_l2ptX%?ybx>2~{|_Hx)0RC{*N^nrwja
z_{$ffo0yC`>PzuQHIICGCUlq7c2{$<boVlGwScp7baJp@b~AIeuyAy<c5=T!=n{D$
z;&>$zceOBaw{dc$P`7cgfK&Ida5FdYq2S=5P;~ONa4@xSrQl%W;G$q-7vSa=U}vZJ
zs(`z$2Ze*9fRmB<s_vbAy5^^^VX+Q_rJ?=BByK7rG5=7DBQA{r366?DBVoWvhgVYg
zr4}VXBhZCY#en5@U?M<2A-`>qTdrcC^qyFmi-}%{MlmTfi3@2(tiP|hBY7Eq68c=n
zpZ8B}X&Lh1eW^UJ3u&$PsIoISX{hn2k|fTWuq;Fpejew5-t3;H%BwoU+2T`eALa&H
z5-LqV1MKj{C5~Il8ZjuSUdl`g9+qZKb~ZgDqur7Do`9yNW_WV4+AC3!&fSTY&wt2m
zu8eOz$(`N>y8bCn{&}+4qZIGjmf-cjsG1<&F89`k|C<nB969l79dasqStq3p*c}}m
zT?A~Jajg608DSFsTOPo{v6*KLM|>d>d^p?@Co=iyLgAqM2+tU_olN6jYsZ?0|3Otn
zWqM|0%%gW?Bx)s~{bAt8SMTPwMo$+B36_z-=jFZwBuj%X36g#dG)+l~m!ccIj{F~n
z-pTcpN4^w3CZvj22DfWJR7Ss6^tp0mO;i~m<GhqaspsG8$i_TbSJ&6JXQr>s!xl4K
zaIbAH+UWo3vfqS3`{QdxM6t2P>kuTV!5aT_1h=1kA1~;%8~5B_1t}r1+d6mLb6n0`
zO8iuGCcLpc@Ys_Jg`myc<yy_9a%S`CtuGIhU0r;{y!aP>hhW(-qzfqiIj$36z2i?@
zsEPka>L}CvnJbJYIefMh;_%05BiFG5nbUV4oujMu?_O;?p*XNQAU$U;|N3>X&(5|J
z;}vgO2T6um_msNMJmcj4aoAogjOrM=pPa6a(v<I6&C2+H4ue;!GM+S|ZGgyh9c#?5
zB3gE(NS79jY2Vc<G2+#;oIq(Xv2upssUxRxcQQ^*oU4toj$n~y_xtYir;DSzg4HS}
zn7Ad?WbPc*DuFNR5p{L2=gF#S<jA`V&PcfKvT<Kq>ujoZP1TCow|do&?Go2X1^Msw
zGruv7i3`87VT+Mkiv2yL#AcXq2@Lc1Fg2w+Tmu-(_$qg8{A^)4tWtG+c{sQKyi#Lc
zcD@fS7ClqpeE6+@;uA&5JY&&|ruAv6MBZ*nxf&pr!zn`h>H2q^Cd@~6YSb`4)Z|Sh
z<!p*FCf*0aY0i)zNoC!I$lQCaC0I?K>NNOEldNU8;Xo`|YJfxoLFZ>S06X5t&<WbT
zja$yYKOo2UQg06j9h&}@>g8?qvrH5<x72H97v)c(i%=r^EErha`284B32e?28l8^L
z+#AqgjC^}0-lTZeQsqY;F8ViEI5qRO1wiyA>#i@O$(N__aYG8CCtY`UcoKX5FWga$
zv&=1IBU2_@iFjGMx|pE0l3c;>Ah+LQj>QcA2-wfooE8w>>(GIW3z8QY`1sF+S>9@-
zsORQ%IrlEdmxIEUr-ppq{mqN{@6&5LP%bFs>y8j`C0Haps$}yd@K<QDS$!4QcvPTs
zi5I;STt%id>%08T_r+JY>Y?JJ-#0)L95qGe;jzl3>5Nsp>G}{^=!E`wd&G0CB@NqF
zBI0$qsI>)f6+5`3Gk&jHTKlG#qh!O3=DAEI*4H0PA>3Y31oPg9Zg{0XJSWwcQP|sg
zO(ouvmG-x*n4F6)Q(vEDvLfm%K5hMBB78PPnq+GlZFlY+Sycv;j}Ym3oYhtD2<9Qq
z;2};9{d%IR7t6)^hncQpiN(cfZ!X<#Q&lp;$=^sB*d)Mu{Ish@if=}2nOmH*Wh^dR
zy0n<21KWU%$UuL>D2!iM_h59|P(@=06E#8B7aLsEo&Fapwz4)G&-2L1T~Ip!Vq~&^
z;Bw%}Is+Ioma~An;(r?c6snGP({q>wgukub+BM6{b*VmobZT0rg?-4v$+m|4velW?
z&&o?S!SL;Ll^Jx;iooSbs3W$g8?6wv_HznPcuU=%s;%5|IAxmEWwIEIM^+nPSJ7k;
z!M2jQZ8@q_+r!fXeCgQ)1e?&;GaZFriK-!9I$r_XUy1h3+nE14i@DAmI55mJ2035X
zDkwG{_#1!kdP|4361v+8@ni7`u1Zc$aPYNMK=T4#HJC*Ib>K5-nP|1n`p;~2GAu0H
zCx*(l0?z_RH^Onu_3knzEE{qf95N40c1m&WvurP{zW!n^Lg4A*Z_8Tpd9f1mCe48E
zV<}}AWt|Ocdd(pS=DTz;Lu|lY!d9YmZ8Z?Aj|m%*Cs%QrFU9E%!4atp;10W~DdBuB
z{Q-6qKvG0VC((ewGlhIrnfB(JdpbWj2vJdyzq08jcHLN)U_sC(IiGAv=H`VyBO^^8
z6}#W<_wIhhi>}(xthP~tyrY#Tg}XqJS>92)xu*Hlp7do^G!=WHC*nulY?KjO4%@|O
zY0h2ArEft`{!ky=<c9@$R#bw}u36-}Qz1B<uXh%TftcvO+qz0{rb9D$e&qf|2^P<%
zO1nApaVKI=sAY-M+WPKr^nniv2j)B%`6mDtQo>}Z6Cv~j$6}t8q!}x%&J{vma&JCo
z2@SpB)PCABL`Us)A+y1K*&|4*1m5O1XJ`p<H%%sb^UWkfwT^dBm~?((1aW&I$*ot4
z`u(G@wkHsI@f#UNWb|(vsVE*LaQg2Uk@EJwdtiZ(-3zm%tMX8IovXL?CUf{@M$O0?
z=RJM_cQUwT(w`!8^ZL(&-Le-OqWT%2ADnV0eg|!huh?`s89iORnbgph$y;u4B<tAz
z*3>(~d0UF}&kUW~*PIT0W@bqZo@8C((JBWu9^Gzxi<yzG>vPaMk^ANay**N?r{t^9
zXH5Fxo!=j$jYtie^vOapniisO<y}G^s$P7-bitOoLJ9UP(QrX7?D99e6c*UKWn{$7
z-OdPC@i)6b&&sM7#iP=2f03z3h&$meT|oNNsD34e+0x~`KN+T>n$?GCf)5JmVD$Nt
zVl|-|*~dVFTDHeg>6h*O9VJs>080pw&zV|j;CVC5pYcLi-_8UKANR?8lbt^EDCAcL
zbWv9dD~`tG9G%u`$V^?kXC&nCV1e!VAkKVyUE9}V_8l>C_)ykS(W#MqDR_3|1beVO
zaiZO-J8DcY=5x2xC{b$MZNb+OOsvO4vWUpYZ-u&h?|ruIA1pfVMIA1DdQmb+peDu3
z@F%IG&#pH?bM+2n4GZ|2?4GzWWbw$Q?i}PgW2a$Q?{7@MO?)%mQxE!Bq2_HNd};z0
zQ&`QV&g~2<!&28~_YK3I`6sBdCQc;M|Hq3ggsylKdauc&P?mN9l;RYih)>CB+12<m
ztQ24kB&(zah)Hol`To(!5j|0ulqeKADHhCD3oR$4OMgqQEB~(KMPB<s+4=pwO_c^d
z`mnHm><B9=IhL0Y=5V7gHV0LaN$uws<tW(xw1Ha~V}>%azvx4)ug!Veo?q`S*XvZY
z!Iv_5;EIu+Ev)YF!CD9|A!<yU>ldz1#g2A+!+FEQSF^&a2Fv>U2l>mc83s5{1gYgx
z+)8heFah2jrIO^@KU;RW<qvPW55&lhDo#2B(StbshK20I&ey%+2B+A1TeU~@bGvgf
z8vj<%Q|x7YJmq&IL^{J3bC;mIo(EbEK<`519Bk3QSX`YqT`ZiOfR5XzDK3f$g2lGI
zpXKu92&TmaRkBmNqXlZp>yyC8@8|cAZ#7<dviX@f*B0Ppb7`zH7b3&_906Bdd}0<l
zH<}yPpmU`|CuaD~-1XKvA1m1?ee5K}vSAw>lTmBM4%HA3f}ak(m8GBrQqUj!$-~3N
zZu)!@$(}saqQiE#6iB9iVw>Des<&nKbIgf_rLYMR#h@!pGx?glK_QbdZU(Rv4ux-C
zm>3HuOIuzeb0|HsZ2@PmyvkSafYauR3Kag@@Cgc-eM4nI9ZsFS%Y7nD&^`0uR()Ij
zS&C1eF%z^FR97wDOjBoWtP>Cc>o<zne7BsX0{C;R0l2Bp43*jdxP%RRV_#7?ELtJn
zv;}cXPC<7*p9JAy3NJ<^9pd{9UL}sh0c%=F({_mGi!9<R8;zuuEo{ZMG<*y+9JEg6
zG;XWp1ufeAmR0on)$*1!OLAIieGIFe-1e8B1dTbvS^knTJ2gYQdnvNMn_xVGzPFC$
zT{m<^Gt{i3aFnbFWn=2yoNUbN_-_Nm?ZcDv92^yMivO;$DmI1PfNBZDO-^pqMD>OX
zqyDayvKpMbq3|r?iIP}?z~|<in0=Pbki}rCl9l(IN?eO~F*gH$(Ru=T65fSR9B!L|
z5+a+b_?1DK<p>y0C!LxVolYAK3gE&0t4qz5rd!Q9fXC059cF2?tJdKegsAr;ufv`!
zkn-;cuuJPi!|><GzC-;4DX}@|$aFFGU5>p-$S()C<OH7K*XY;w&vBk!)tPQ=rD2R{
zldi>F>g*hrL5I*-jN<}G51}>*`b|j+Km`0Qd}WQP{PIHe#|U5KhsSq^$K|ch7t<|k
zw_Qd?4#orfZkXEGRbO5M_-cj-LY<d2?Wr8aW5Lz@He5M<GWs^d+%YgLW!A)gRDr5B
zDs3m`H9~w_^(YN*+jcHZ?j&JkS-<`8@zevInw?+e`)h8Y@Ai(f-j~_h{I%EJ$89$1
z|703exBnj`42=v-On(|ZDPKmGkRX~Jv}|~`4%TQ`icL$?`d^8I1j}psmQQ29(fORT
zvI>AbFXVrEF)pf^B*#eOkNI{B)l~+FuZfI}iEp>;Yd`;;nGNrFo}LGRk=50z8RG~u
z%JSd7Jsu_h3v^mrclu6R2<^j(RlV^^nJ>A$^hN|8$L{4D%|P{e>lv25Jma$ufc$Lg
znt=vulu)1&#s0g4%s3G_Dky-%Ip_Ml(&~vRkg+ehIW5mPQmzA$Rd-lH&J+Y``H;&z
z)Y8BU1;^9T{$efp%dAdbRT4P?$}``w;`UgY+?A;b?2%AHEv+eQ*{O|v2ub)yA`NGS
zFMr;N*$xoe3HRGk^~i>u$o%U?9NaKujEV`fe+fW&@c$NG?BZvL_V$<kK^j*KcLB0|
zTE)E=$cyFWxt^5Hb6Gx)9cf?<0g#Hj2Qf~5@iD=ZaWb#Hn5F8p@x#dV!Zi7ZutPYr
z*3!d{OwT$>xi`UlDxw;Rgu5Pqf-Az4`9;ZZW!OkG8EIt<^=YkPoXEDktguC?{vnmX
zFq=3!$~9U<-o$L#F`lGJ`F!T5q1VRHJ&M>>$L(j5Uv{Tcq9QwqIlP<z9jrhP3}r`}
zBd4K<le9@8fw8O+t7wAuN4w4na7z}X?P@4%^3vT<kj!XvqIvQsW2cbhIH%P^SN?fB
z;p}$~5Wt&ZPt+drE4#)fMhU1FMYuCs(`p2!!}U)Y-YssUKO-5(MVr0kwXG7&>G{Q9
z<6N{FaRn3+R|kh5kij_wL`I*<O=dEGFtGoGWo2ZV%F^#8y#}gZtE%<}W6>Uer+;dj
z`37M<_y_%vq~?_jDGqZjWDK}KvwB)IZZ`-bZZ`m_P$e4;(>PD+maNS=H}36Bd@4TM
zP6jHe1y;~?elLhks4ge2T>wh)l<X~@46!YpKzit(7*~87o)d?;^Nnvmv#;Uy{VAwU
z$(^(U&ws)L==PIC4@{ma1W>JvdI9*78@ljCF{O0X9nfxE>Y$j?rRQbF-KS64WzzvJ
zHW+6DkY(OKfxXpON<ET`jUe2?jV&Pfhy#5iFutoOWrmk3yjf76{+TIeA}e>NB?iOC
z@(&oR0#15bINfIF4f~q9;?amc$GYNn3#^+H)OU75Ec`B~9Ol$Y7cL#{E7lSgyq2}}
zINFfnVL17xeDlT>r)@)2?B*=MF22XAZSmQ{ElfaiFa~%fTR;bni`l7O8Kqxs$e3Ui
z8RAV49qU_fsr2`x;V&^BR3MD7TA^~C;Yq%)L`v;vFA8+E@~V3RM)}(#a@ek_3o%ex
zK{O5TK{ng3t)F>1tSJxTK6&0&G*+fwQ_Bc731J)r(UZmBm8=2cFDFa1yw5)faq@mx
z7^}QK5$Df1>D;X`TJ5hX@wBSfBIZMw3J-z^M_yHX%$BM7AqyIq?<8`5>d+gl8EkXr
z#2;C8+*0ccdngoe2ElaFyV^t7NFDd4)2rPJv)2f%v~QZw9Sx^)Ab=TN$Wrg*el4Vs
z;0a|Rn@zIK>nh{pZ}Ma>EX!qt?~R@Jt(!}IVR^tKIYQ+?bIz!v(&m%zHi%v|`Wu8y
z%5H{4dnvg>VuLHh4`Vu3xes~HLMIkx56(0(X$PAm*plP)O4-2uq^mpGTwx60Aj-~l
zq3wdl&%me8G4Jc?FNkGt#Mk-qp3`G*eliIdPI3Y;2O6t7pt%+0U8qX>os)Eo9@GFG
z-N9a(ohvA9=>zn4Vy8q=F@tu8tbXg`HlT?Wd-#W-zPBsXGN~zITeP*j!lMVm0?XWN
zl+^+}!L#5cIl(pgz7UEw@-nXFNh+3MeFvvpxhUd6$S$phKPF(Os9s9qSQv;$5fR5a
z>20zY=~veLxV_cN?uCRO_OG;f&+vA4xf;E3c?RO(nUhe$PRe5pafi0-AfhY=0ch<j
zP#Vh1JJoAZ#b1{os^6HJ25o+(OL>y#p`D0CaC^Jwt6>9cxWMF6V%C2HROsk(E-j4N
z={Vo{5TF5qUzhNr6?5NE=LOfSOnaSr_o8IM0iN2#d}KvRm1ZdDhc`MivQ>>tb2BZ-
z8<E0Sr{j^79Lz!S&f&4Qe_8EMf@3`JM~L5C<&k}RHV^?z!lz~ly)ZI>tpo=U%8`?K
zJS34U-qeL5EL6Y@cc)g2*a2N}LF{W80IfC0+6J%^fxlLkFL`U+2G*a;!`udY@}u6G
z&IhcTUBlh@sp_Y4+)F3MJi{Pp;c672wGwL)qkqobTgd^Qdzt5(YH<gHEBB@!ZJa1$
zo5u2R_!vu#ZP;pFO0r7xYwbBPbO9H4PE!fZ>y}PMd&N3INDGG0`wf+b^*8^7SrJ_L
z>k<w;@m19o*NksXadez6dbfphtt=(BmgYM<lzb?a97jzTMvUJ8n9f?iQ`PfWsO*YF
zhh6Plc_0%6ca^2wYyGXgwPwQt3rfz<lPG$S4>WN8x~#73>Ri+RwyZN)1`BH1d;gpm
ztkHtZWp%52cn&nkwfGR=TU1Z|mywmV23k<JVj5RpD+n<g^+V)<E{I?L2^>Es87mf@
z55fpQIPY~Ah|w}y7n?l58)e7gbHP&*;@S;IRfliZp5&c(9j)3+!P`p$l_AMjH_x}m
zEuFgDJMkC4G{`Brd=gCSg=Jpeoa(mJlNwySD{}H-X}e2X#{aorFL*%gyM`NCR@P8a
z#rpkwb;|k1@U=qQu&BX1DWhN8c@&PJblxc28>I2=9Z5yt1Z8#fRWilZY#oU;7127i
zU4Un%=i2jCO~A*CeI+9=zMMRx*?q@r8X<un^};fr0@RoDwX405w%4kIyfnLH2Ztn6
z3=x5TrB@P9_u)NH9;f{gblyTcf~`niI}b)gZ+V;VjXD{dG@$Ct_Hy07Suh>-WM|s&
zPYcVNprO*@D=S)FT|cq47Q3Dqp^rUC=$-Jso?8zaU}M({VhUxX?u@(*+(=NV&S^QO
z{Fvy3DOg4cd1FW1C**9*E=N!QE4kLg(I{wMwK*nRiTMxcroR!&f2$z!AZgrM=wy*^
zdq7zCqp@b3ZuNO+wwjopd2=|;qWKP7gQ<Qd|NMN_dGz7op|o4~OV3O7`W0yO%iQE%
zJblTtqtJJQmR{($-Q%g@<Ho5wJbnG;9^PX02-Lln%BM96P0i=?7n4epm^)%4()bf&
zkQWR-{36sQZk#Y-zupp~*4J0V*X`cng^XeF_eXYXSbvMm=6YHW^)EsIERM};uKKhg
z?&+!^Zmz58WHs$KgUXFZxWDxypE^|cj|Wb2lP1)(d0W&InH}7$p3t633`N}d*;9VH
zmQ6$?+xD!p>xz$s<xI)gSf<*t2^$vMZ*%&z*P+4W?e?+6@cSzG#3gj&EV`kAmEG-N
ztJQ|{!d|;SwUO5U9NqF?^I^DKKTDu^StF*SN133i?%aN*#lLrQZSP`Co~G%1JOVhr
zcNTce9+OStf)wo6|NKk|_3|FL><4IjcRV;Ow7^p9d64d%h+FxZ3JgNt+S?oD0Po6;
zoNR$Ra_xi*Xou$8b(?NN*XL+>KVfM>b=8=i#jb5x2KO*aaK7HLO_FNoCmS<8|EIv-
z-NWkD3!ji|`IH@hX*L8e(V_FTu+W6N-Q*ld?Y$J|)Gh8`Xw&(;MV{lQK+}m9t5$#r
ztLQ&4N5iPa-c2TG=HH1(iQ-$QMN!=`1_b?BU+MZP&Pk0GD8aIaS?5D|eaxn-Tt`m(
zK!#_xjU9vb7(*B8q|_cy9xc1uG@haX;&LV`bZ1Qd#0%*qve5Wte5>1h|F#&Wg-q-B
zMFoBHMKwc1TB5(FCY|?Ot8K#k>W7Dtue@4R4c`S^T$}H#w2gemv}y<c#2Y7E2%_J9
z^NU_I2iOVbO@115V|w%@1Bz@yI`(@6NG>4hw^PRQ4h3t>)!waHwk)R3BRiV{?nEwq
z!u*YXG*K6An|@v!x?UZl^sG)p-F^{2o}O4d0Y3OFf(e@>_b5+sVjTHL0`_*locg&Q
zrG$d_K>GDFy!8)Z1KF7%%-M6-?|K1f0f%T}bg8QD-n@G2tKYVhs7BMqshSl9nig6A
zX+rP|j_VDc!e?eU*cvNr+~9ay-V3=1@q?1T$=>}@;x8K*@Iz(45|3nH-X4z7DQa&?
zlFUo1uT5+TUZ`MsZo7^&*?RDbdC1DcN`TBcVmlB#ot(?xRXuhvuL;aoo(Q*d_K;^A
z`=Q__yeso^2W<B?6W|ZV)#PtRh86wc9G9ctX?qYpRYR)wvq;&IyEIm+zdNOZ89LRA
zd_Jf~`<_1PO6+(ZK;A%$Rc)VqW^L6PjJJC#r|yplbx5dv7>N7O3?AsJ>mL4%-cAId
zZyZf1FyM8L;XGUJJ#so;lYA)o-0cP5NA@pGm$B*U-9Z$MIK6Ot;(*hKfBq#c(BGU?
zS~(@~`WQy%J3Gl|m+gg~`LpkUxt;fS^)PQQUIPI>CQ-5Zb1HgP;~jE3j;n$wrbYFa
z&1bQLvnz4Md7{}nG)@k$_Hcqa1!2-4fRN+Pq&J}8aECfhw91dv*2;YV5<e<%SBd|7
zxykyDk1tE;s-rKBvak=0>)MBoyL9rKg^mv4WB@YfV#g1I5gGHnECP<3gXSmvQJ9`+
zjck~nw+S?ORPSms-4W}Pt?UOc{yZx1j+kOc-f%EXM`qq8zv?B=2;(^WPMO{bO{dPA
z6CJI-Uw8a<I;J#SC2V!MOGm<wX5a*N;42;%PD!8cs5N)|RPp<m%1Cz74nzA#ZCGzi
z(98B2F~sK5Ojn$D;JSNCQ}OudoQ#nmvKZ#l<w92?$3JosJ@VAmnzecyi1F;#stzS^
zFI$r%I=eiDb9XP%s|t7B4ylRs*=L0M;5mEt9#pf8Cv^VQ>v{-ZgZ(uKA#KAOWoSE$
z1yA*O=dBIwFL2y9SBZ+hk-yvs?=clDWL)nkpJaAwZ!;WOFv1t|d)QuK&Hn8tT<6~$
z7CT6$+dhEeq*S}RaMlpL9+)J9i(k99n^0uHJ2-&9ael_<@hPoWcP)G`GC&}?sfLk2
z<lfUMV$Yf7VK2y}cXox?2%I^+$as<<QT;Bi(vW5k#_$QeqdKZYPRYm}LbYHF#ny!g
z`ZI(@ButgflM-2Z8Tn@&O^solnQk0;-jF_{41y~jjTu^;p28-`Ew4tjH;}0<;tuv=
z%Sw4ga+vMcGy7%DK7@1_yykc(AP#x>T=x!@bA3Zq+@S)fy3{Oo@5Neg@R{ClB<81b
zPsGLfG|G^UrAMiE7VA41^J9dHT*<|4tkv`89P>5(dnd;Jf@yBYg_!XvZJQ@c9~V}H
zw;JQ@_4nQs1h{mJ^wJ65nY4`HDtTEQ0~oJ5M5DXc7-bZ{75S^@KRdwb@g~EPzidl+
z^Xei3aT2f_VKPba%07&%NEhcUAI=uX8EYD;pB$C4<v=6L0Ym~Y5+L!Ojb|;`m)C1^
zIzj+c)0MsVP~>(4sKhn+td;kC{ie+h<u~bDWIt|lYmXBj&UTORG(+JLuO1ffzg5Pt
zwqpMPH9`MXrxgB*pQ{nr{?Z(b;Da6Cu7Gu`KEf$wP2K*)gaqf-R#un6f3x^N#@5^O
z*o)__`>w7eFI6|xDwwgcp3^z;$8Ymvdf)t)GE}}-JKv!a>R~va3&wr%!oN@aV<%_A
zBE38>AK~l?rny-N8Syn?WPSShE7;!|s>DKA)-rW~(+lB4$VG(tvJtY{Q(pO?lCP&#
zXYUXD<ta-E>SwpO13tOFrGE+L70&|04n!*bfyZm?LRTlskMn`1T|#-x0E7P2W2Cdo
zfK5U?Xlq%PYVqkxM#$d$7cw-^P?KiDnGb-1aLjG^kscW~NLxJ*tf*q#0vUa>ycV+b
zP_!I_$UN=+<K28o(?iI&wor&g7y|ojt%=sZ{TCMCm=Ck2%VbZIv*G#|f7!V%ut5Cq
z){_#G)c?q5D4dlY;QwYei^04jW7txTfAW0&J|RbP994@Vnr^@KM>|8z1gn*E`8c80
zMW@6>EafQieWjtVK}ZJsLPm;$-pKL~?T6esm2o0s1!J|Q!)4$1P~{K&AYN7NmSK;3
zrv0XsZ?c1Un&*F%*YEIzE>LOCzhB*Sz}Lv|f=@@EAaXvR&bUAu9bst#@QaIGw~TiS
z>$Oe9D==q054M%x=LSAUV2200%rLF_oE>=|;#TiwHlKRN1kbKaziA?Q#C76tGl_4I
zvCdX*NDEjSv>)s>CoVLeCx42h%=)0JG<MO?vrbGAj$2X7tZ;hY4vd0-uY*uQ<fwmv
zJ23V?Co#plomV8>$?WCTbhGKaV?THQFePa^A>k|eM<|#Dx;x*x)1|dBHpy&Aj*b!f
z&)(s+`ogk*6RJpTz^9$Qxb}CRm)pA5F6qVqh-a(k+43om*G2%ZWdq?$^lhj9`SrN#
zp@7Tk^~CPK^|<T5umb#zp70V9aL|p5Yuz@~g(^VD>B6!kHcpEzSN-eJJ=MDtY2JEU
zo-DmKRH~Us1*P?wWyxm8G9%nX;-v%@?b}x%0@cgm;{WeJg#R%S{Xb7f=kTnyZV&JN
z*vy8DxVfEFjhf%VL0VVDw0>AQ<h*}HZRoRps5E5!h*X*LL0qi*W1ka;OpVeI(E3a)
z>ZO&B2dQEqG;F+73O7v?(?CqSoieeOrOJTzRoz3S#<xWD-X0w6fRO>)do~}9_g7Gl
z2=%JGlG@##o|_wMC5T?zG#yv!M?vPhpZGITx7Oms2af$EbD6x(`yNtWwl9w&<12a@
zlUoZJq{8XB1}n3j&ki@3Bm<{fZgu*F&mUgKv9Uqdtl=12_vs&(FKGUSONqggNU*13
z)p6_mrZ7C-a$WSD@zLfG969}BU21bJ_WoI;SOoSjY2PoB>_;ni${(wBy-JcT;C;hz
z@ZdgFTeu%0zULtiGNcTRyBzf8%L$bZ=X_-KS@3Oo1-j^l2G3QLc_X+ar`8_4@s3sa
zbR+{fjxWP&*ovYt&t<>NYxv13BG`Q{ZsffAfGuD!ya&iz`ofM(sbb>I_w_2?{Z1WD
zdt^0rguk0rD3gM2*bnrPLrJW3!+x_nx5{2txLdm7*U_$f{J0kH54~xkkFThj>%Nzz
zGy2+4!MLyM48{sI$7;E~7y|t4J<&PH7bj@QL+?Qh`o7VRLTKLI(xJ1f+k+ba7wEz)
zPZuDnTo*B3Y3h7U&GdN~%FsuK4A5(i5QhCt=<=0c?Zz(!y0G|>K@}H_BmTo*`U`)R
zYG1faL=mnvv3VJb&!47)-=KdE!eEd;{1?vS@EIUvD%11^e^SN1N8}?#FT&^R;nmz2
zZr<b@v2MZGLpVQG5!{3KqJMDbJJ4c}=b{{+BXBwGkTQ^rIgT0;Ubt}$nDJiGFu%!C
zRJEo08nJ_luJ?8Qaj8F!L}F%f)TctDX<zUjhld9>;Sr7RVap6oLk-^0KyE$WeI{py
z;Wu0!D&zwkoIEAdq)_i6uaT9wu0Vz$xOR&*!(Kc0%VNw$-K|QOUESEL+cV4d9Bb_2
zvS+Y)bq5eeadHserU~(k$5Pu*(ULteOsyec(b0E@)P~umLuX57If4t(+>FMSpY1XN
zTHz{^v8I2j!F9{JoWrA6o?S&oS}i$k!!!D@Dj467f0)6i{UKuU)<j_Wm8qO*t{}T!
z3iB<Z5(u#~N7zzARWaPAm5Brjfiq=t=#Wuq{;>)S!>2MwAhUU5pfTyUFXI<@Bp7mg
zAsVrI<2A_<fM{|vpTactK;z)Z3kbIg|GAR8u=$mX1)LX0lZ~LjtBD-i2-<dVi}Wjl
zyEOCd6%uRx(j!VcHB^cf5`sL{;74w%RhpdpH!ah-alZ-<PK3G-wTz76*0`6vWM`vi
zG#4r42$v%>-KCHK`)~RxIzrcmkl2rssuy1$_W0Iw%x#XDIkY_V%>H>Y5vtCFmKTh}
zmR2Rm%MRxKdavC5y)SGNckl+ksoqb+J;$d~>M}&44M9<4&I$gvPE+i7tVBt|pDrU0
zwPiy^&$p)6AU&UpuyWqFuj{J5(ek1_kDeX=cEoaLfS^H}r-Nr!+eIhwe=biJxIfQn
z7|T$WELiinr%(F%M1@-aQGanbM`t3P4oB?~gWT>C&Q08pRV$A#0=X{CKj^DLn4fUL
zOn(sYG0H(uL%m7}%h!HgJp(bh>V1WO*BaOP$3y_QVv>{7p$+paKVBv=+*pt}cM`<T
z6NPJ*tlLKLAK_+8{kH+mj##w~knmXziz+K)qobqeSzZ^>VGo5KTZ}gEE2<5Dki!27
zFALANfn%<GDUC6&9`4$wT)W)seq!`8|Drwm|F_6D4Z=#iAK0$1h_fa~o0oTAuI{FX
zUoXl2F91A8+ZUV^vIJf2!FUt593%R-4DM(VvZm=yJ0)Z#-LL0Jkn-`N)@e?zaFqbZ
zoxg{3m1JJT!d8~1RZrGea(yk#&S*Xh{#vh{?@GDN;+J+ApA^z62I@4hU1Uu62a@z>
z_QAGR+PN_w&3RnL?0SLQ$+Wbk{ykB<46&rd;U0SEewA<oMNVS_f}e@H>^d1=#qL_z
zGSbI(Nx+_A4ZEAe2q0VUmL9o6^nh;-#SW-JK|(^}J^?&XOnarXWp{INWd6W-0Ub2<
zW-!fweK`g63;x68lXKjp4tK0u5i7yOCN$u1whN2>B&Na%#5+Y9dx)bs!+TNSEiK^Z
z7f0K=F~?Z@Dwrp4uJ@I?-!k~aKg!cF9MDT+k<!@wLXk?AAqb6o+t+&bG1Y#upH55-
z?v>*ri&aG9XRe&__HvZU&b{ot?B^~`i~&ERgP-7-I!&&eNOr1Bwi9H{q6cieV&(tr
z-nxSdYreOX)|xEg(sNW;v`jjKL4bjoQa`0|m<^T)IDFHQxnx9?&^YwcI20=!Krrp4
zpB4Oi^En(>6Zdjy+bALCM|RPdU7fWke6XBQ>A2CEQ*F@3(>Af@wGp>uKR7maQl7eZ
zQq$F0e)Rg@Q~J}TD7v!AKvG*UP1XyvtFi=+FL(x=yLDQh=XSMv^<s&CQlmqdT1!#t
zR&?7an7cD&<-r9^!prx^AxbDyX12$T%*lTuPjxyGg&HrSMXi=vQWlMnr<{iM>$5U`
z(Wdo{Utf~N`cxG)VqEWdQnoAwo`<_2L3G-jU_CvyJ#vMIgsrKH33MDwkcbjm(SHMO
zLktuC;V}pCX2P`vjWHp&Qv%!4D4Q!2AGPuVW7FGHFx|%XT`pU2ZnCnYi!G8nSV&gd
zQ#||vWBpi|i_ag-XsKPemn22mrgN@tKnYHDU+NVJ8Sm=c=Uru`XzML@NZ#b=(k7gQ
zWXu%?L}}0V<{Vn^rLqN+?JUe4TP4)pq*Y@EoNG@=NmfK1iUjZF8G*K=sBN}D<hm5v
zw;5MtF#dp`B8I?;cJ?pTKWlh}b)RA7`HgegK;yg6fn5}uTIvhFA=oV*=PE~JPHkj>
zLMO)A=xw~tc=WwVx-QGeN$AfICswOx!??&{u-3s-85?La8sFz2Vo(gqsncL;8H1GM
zF>1|iCbE=ef`f2%&GkH7EodkKwRsyuU48EUckqVn!?z&>{$2IkwSD{g1YQ2WoFV1=
zroy!eX1RT+?RNvX(lfmWqJR3i;9LkSkOUbR7j>+3D&nj0NOw1vps{g;;abuNg>Ft%
zd6~di5lz|2WnP96UD<JLBVYHEuiZ8KNxDlX7QpM`jT%!z+^G;UT%I2s4MsUDVe<|y
z_sHWGMo1)n4m|8=OLt!IS}8xC^)bbteK(ia(hAhl8ZP|zB3MYw)+$jSADU<SoapPK
zAVlPGRcy(R{|Mgr-qt1{D;Z4mU}&6V%D|pPG?hrdijr&T`@N;vZ?P}$8^%DX0C}E$
z>`pIDV%PF~Buu!a*gOiETS{x^2`B5)RX{TiU<@Y%4>h=JB0jgaZ7(|^US-MUQ)RV)
zZ>;WkFd*-xHU&*cC&DWCc}<TNSi?OYCjPZ?XWa)1N3Q8>Fyg7wf%7-imcF17$_-*q
zjeT5j?8JONQ>`bSn2P3iU@<$dD_y&Q^39VrYL+&!vZvxae?D>SrQ#@;y1Y)~{N;x^
zGI!ga&;osq1loRzNy5a7dzUZGtL1+YXK_0{*!7^j5nV9!gJ7F3mZEzDe<KKW-?4(>
z&n?J&Uo-v@e3?LT-WbAtku1`cu$LUMz0z^*J)tz9&n@fRa`u}(q`0fGbh>as+4Oxq
z@y0o1e@@-cu9}6hG$Quifl1u2<$a=cH9sJpg{GG^{FcU2Q|Xds+X+VX&?I~a_V)DX
zNU4m<AL@`R<4&Eo&O8MqF50jrskM;rPq;;)9)7oLBD;ZDFjZi2Rid2~?8RPTP_R^)
z^p&#|`f!`Qu}pReB$vAY(QKBTN}V*6fofaKa@l9of=1k;FfOFAw6y#Igwof!_7L{U
z)xh)k(UkE!oc=`}GXkP1ETgWV%$*hO0Ir2QQKQL7N1T39(!MFf>gGp8Hd@N80H=Q3
zt&P6GP6fk>uZ&;N%0Oo6S{l+D4QJYSOmvo!HNt0Tto0Y;7O`YE<ilU?>T0g<9AxGN
zNr(mFl|d-}$~xI0{3s^fU(VfaMPSRvcef+j){m`I_OKOsQoZ%af}swV@f?9)``RUE
z)VD|Mi1+Gq51q$}5J~Vo$Np7IEZXlf*lA8h)U$=CzJbA!7l33WZ($U?SMCpCH{BPA
z*Ri`}-mEJgCnYs@QUecaf_sejHtp&#Z!5+DUy*6>iRTj@_E7aN3`Xn9cYNI$#M`86
zTO%!N7*mVbZ%~a4pCx;tEd;8>{Qpvg$6iPAb-(!T)SW&WI3p{?xv;i>UF`=oS`U0P
zad(EU=|rJXSneQro1X(z&i^T`6(CNyAR1BJkecNCyFXCnkS&(KA{F}xZI_kK(-zqf
zuq*?`hsYe}^_^x^R47#^CB@4xJ4ZfsDN)$l)6bKZ-6bP3F0F{<o89vv&qMY-PxrJ<
zn|#<|YyOIR#q4|ApG^;}j0eO9)y%Ygd6J3}loGpa(C2^FF^$@K?~}<zQl3wJc`qt7
zSq7-0xIEOitP%2zx{>>q%b%#BsJ7^O|6yn&CuC(`dwYW(o~dXu+QdeM-VW*!t=9IQ
z(A%2KEcMjxF~Q-Vsql|DerrNO(J`w7t`J`Q&S8=8y4^l;CSn^?<EMAmyz;$OS4wJ0
zcth!>a_Ki<Zux76lJ&SRf!y`fOM0JKTk&1LO`Lz*9X8Q!Vx~H0_S)|PWUD>c$d_v?
zoF>I0?=_KW%Z^uyWBOA@><nSmS?<c<iPonCd^8SZPK^RYL=j`T95>{QgGVVmU8@xD
z>r-kSHJL_8Eq|nXWsBQUx3v5&8u9&ur_*BQNCa^MEj^^*mvQdMu)wpJH(2)yy?gu3
z_yE6@?*{yh35|VRvB5|Y%p7CZ;_==lZz-V|lFGN=Y4Lr`QJSVQi%_oo;JqhaHWfha
z(*aB%r`V4u^$M~#r|;MHfsrmJJn??ZWhPL|4z&_UGIO1jez-r7^7f(V84AOBJW=jk
zxdM((|9QW@<bquj`OVkJF%ypFBr@-(0u2A1%ke$sd@Q}mwAmQH_DQpzsFC!kla`54
zqJ*i$4l^NK4MTe)fUtlRg#(u3e+To??s%J7mL^ByR%<F^Nps@_;fD?=?l)Ut3tF<I
zq9pO%NQ&67*9Jn%M@3MZz2CpVU2K7|ML_ux=H;!{-`RQSHlFMxIdp9k>`!uj6ZFsS
zs|i)T*5|{WJvY8;dm!0pixtFTGCf*(E8cN2=Q(M`=CtfODP47Ni67z3I4?1>Cl5Jf
z`(g4dH#|}Ywjnns{RQYJp+X^{HY-J9OHS4kgXMpTWju5$@H7&Ar^dMuRsz|O1GCNp
z6HMeQJ(vK3sdIz!e|Jd_E?bpl-|yFTeunF?-dbE*XYv7iTRa0T#w!Ctp%;pND~H)V
z?OjVCW|?TSZ98Pn^~r;OLw2a#th77@mX}+LlOf)~wXZL(lHujY6O&fF45`SL?4RW2
zJRRsG0j~6B=cZ<|5;b~DN^o3))KwWnR?P%C*ihnWW<U`JTID%P7I(WEmu<|ufDB;#
z5wg={w%jpNh>3!sR}IC**eX!&_SJW>i!bI7i^E}vj-=13w*q6!wex7&Ip^ksdV(?p
z#+GaU3hwWSzn;#HkW@a=`d^Zt@ZkxCJW#K)Ve*DQ18|Q3n>oi$M~0L;kvEMn9V4?T
zKB^H4Zj{>nADI?Z9LJNsgk;pWRUwE_$9Dy}$nJ*|MM!Aln5U7q{>UdY^76i>=w6<P
zg}_gi5?==YW+M;WMeFoUb^(ozt@1%^R1qyEJXu*vUAv@7oE_;OMBmlCGxnCezQ+LF
zhY>sT{Pb9nmw!~V$aF-=0R7XhbgH6*aQJ>Kgz;I%9>tBYO$)jcbO6)Y(+t-sYfp6~
z#w$ZYt960d@PjnRYsT6VpLnfGlLE*p{nSRzv1N8Cx|=hys_57OD#4B7P9>GABa@<U
z?VK_0HuXkQVzYZ<DRB8R2>1ff#>kH2OoXLuRo^|AvYM!p;}STAif~6v0h47!+<hQ#
zx*xEHhwn^haFd%G3ctJfeM*+{=JsJ+Y!0C4dt6*-l^i!tvf?51tJL<Q1?_v8Wq|tG
zRx#Ob^Ln2mR%HUH5ipGTzTZB{j1Msr8187_od>?}Rd8N9`%MiN?n-XTB?`~NC3vPL
z^o00~4-q4iY%tdBFR#!LVv=x12?`QBN3FP*;3Q(U{pb+|>usH)nD2Vy@YkFCUbfFv
zL`K$>9k-PIERPv$1cWMZ9vZad+{Om9PCcZ5niu+~y{wg=;oI_$9R;DuWGAwHEzmK6
zbctLI<|0pe6lRj%?6%9+9zC9-ZeYD~XSs;#XY6>dXlje-ue|ooc45fk&vO<8_aW<h
zIwnF>K_Vu|osP?r%FC07tz8U_^os?#dd+;7^h(`+QPNjLw?I*B-o9>T@ArvbhLh&#
zyvWEtF3vEKO8okf;Ui!`Psf9#v(r1vePiLSgaBz@P|Q~?*WAUq^OLOeyv!p&i#sWC
zhd3eczllI5>hS3mnjdvt#FjN7U%@zso=Ls98bkAePrhD%nhK`i5NaT$Y?BM2(*?ZX
zxWj}w`+XtHq>bSc*v0<Jio(J7@kmmsk@(o-HY`IN&UB9M(CMC-;Z3M^LKXx3U9pAo
zd)<aS1aczj&51bmc&krl2opsmqzL2Yr+iYz{Q=F--6yi#X(r>agSJocSH0cccINcY
zRhHv46Z-#gw{@W0&8xe?X<%t^H+9aHAh=&rafu{0iHsjimGH0n_%q-Xrn%O>k&Tw+
zd(dPO);DnR@EDkL;#tB6YANCT?z5pt1d9)*258?wld%M(IjR924xeRfvw5A}D!BdT
z7*iP75!ipGGcX7b&-gKdTs>$^<1#>aav@H^;U<)3GMLooXcU{daHcR7RpEjBksDyD
zaxk%DV=z)vzKlGYXGqd}*~{Jv=_+}lj;l`Rq~tV0_xaDH`gdSU3_?aNw{hDlkhE}S
z75HnSL}tCr1QVsz3W_@k;m8*{w%~*0n^Hmk`&EKR2om;{I>*rGW24Q=l$7k!!Yn<7
z%fo+J!y9osihaE!4anz)jh}~KMsh>jXUuT*E2(D@uG!?AvtZwvCzPGcJ@6lqsmxvX
zo<px}Z(q&t52S1XMKygRv9)|C`r`jAjoq|Qp@{%_9J7^1CY2N29I&A#Aj1CAEo`Qp
zvvKbNG4$bHSl3mJP^Jp$qNZk!NUFqibxinF5Byj%?L!hpT)O?&fv4;AU~K9t#=A81
zn8!5Gj=xM&vyz!Tq2oW6@1!1L+<7F{+LFNs=rjR{4S=m7ia{zG;>drHhzR2zMH~*E
zbmT&OoAo<T-WKkB57<3@3JPd~1uH8#V{~F&JYW1sZb%3*cyk8QsLAiDsu_VEsdGMG
zd|ar5Cm?XB2<%!~C(CLcGvk9-j6=NnNXM^ZPPuaxI0soWbN!qON<C)fRtR{@2e=b*
zTw7%^n`|ToOCp)Br;dJgLnf4d6GgHVyzr3@A-;-=#h)G?9v(52l@`)g?xFC1v$b0U
z6}$6r<emy{uRd;agT_;BiI>3R7~}g0ZwevnxXI$Qx@v;h5R0R?@D1LOQqH#e959M>
z+-BR9&)NRdV7$4e(`2`Bd7@sTqGP&%9s@%ex33430OC5XE!Z}FwQp2w4ybBZd?p{#
zlAITeVk#05Nz{<Hn1Dc*U|WInPbJq9Z4!@;|K9$o+7CG$YYNIDc1%%r{iVqx8TNtb
zytxgIKzTY?DO-c{ejqsKRC`x)d3>ozlPuEmWbM`5y*@#z4rC@dP~Vbkx3JO>h#%Bi
zjs;$W>DcQ`N!b(V7P3MtH}~fgK{Sm{V|sjlK@>C}&zrsey4L@mr>nFaw_0;PiG4PW
z{b;A=mQn6rRyoGGQ7G_P(Uj#)(<JH9;eNb|>hOpzK3zi#qCneL_|GKP%2ob=w>ISa
zZii?5%?>d%=N6p$j)LXGmgi1ssvI1Nq!4fetgk73rnK(-(Qp4XKw52WXF@JeDe!MH
zBL$XP>~PoDF~Frcug5NNrP2_4I`gqc^yAPl<+9cIA`S+aQwhReVwL`S>jNzR21(A_
znJ0EwL1p>`jr-~1FoKa{nl(g}0(dd&Dd5RtqOCYz7BMytpg>^Vtv!#kUkwqzdUHuM
zSR2n@>9>Quf%McXVsu*%SqaZP&3ojYg&8&qbRyE>mQ2!8!Fapo19P|4&)<g|Y>x$H
z=}AxK2?KP*u^g$X(6~zL9VI`bph&pp5vO%l^G%yy8VpVE^^Xe-=KvJVV9@8&4Uq(s
zMkx{Ej&sB7%sb&b(EEV4;JFihwZd{(6@L2P!Nc;A*-)Pe{r%3r2}u}1jiCW2$s;aT
zznbV)A5Ol>+r(&RS`4CV$I~`g2fE^dbb>^7BHeX>GZX6);k=$BrwZm0POkGzO`=a`
z+{pr>;fo9LCTITSJ7V#5wp#)aE<`)DB|z5LH8TFtMXmPdv;eDuPjnf#OEf>JlP8KU
zJjoOL;_Fx_=R`)@>9Zu0hw8Zw1P@6@ij+Aka`lGlFc!(9z0Vb5>vjk%gBH#V)4`Ut
z7nL9FRCrE!4)pI9%Un3KnHX%gft19}YwKC-SXIVL`2pj(E$`e0icbQJ)jyGXRnlfC
zQz4v<jXMpo|2i)C-1pW?Z3q4?rz^f_=kMN6tSN22zqIk}Zb=ONF~cZt_*0rA)f*bG
zzeequ`^A~9!gWtzu<l?l*;rO;VhpY8DoIUyy`3rDVT~lQr1i1bYhMOIh8I`Hv*&;f
zGHYh=l_YYyve!!{p~!>;;zKw+Sxg2l*cisbt?`mFbZBu={rx`cKE8-%c#8?eCa!(v
z##m66CQ=>d>>7P@VWZxjKOW{J4Lq*domPeujZI@!V^V9eCjM4fsO3`O!PIDtv<<#l
z_ysr{J3P;c8vXIn77y?ke1y$ygsb{0oKj2EV;D8?ZrUI^*7a=unn$@g@Qi#17ht?A
zA|_&Z(OzjRsUdsMh8LFzXK^_E#ZEU?z;=Rz`QOC4<ScGi?rf0epD;!EG~JMY?wbF2
z_QADMkNA#x0*L)birgoq-WawX`mQl4)3egG(-!n#Bs=@8_OdE!RP4wdDeTr<d^)I!
z`8Lt?Mss{6mBVYINA7OROG;upwK4kkr<eZt3Mb#<KbvE`k!A|ciUpECO7KB)hFbE%
zzOz@_$Ys*Z+N|j#-(>f+&5VqJy0z*PC&GTQu?wpFH>Apq4rU8$a=XtR|J#Pov@|rz
zM6DV}xdDsiK+N@3wx97f4TQ%Bqe{N-XdK%FIib13&6CE6lXOR6U*3uEzu9mUM)m(h
z_y&b1z;CpSH&MmQbd^wM_bkq7#?SYClsMLV(IS-Uz%8blblDlsf^;b0?p&0m{4?O`
z-YyyFX~T`88c~2)5NeDNVsOcb+-7>IL%E2!2a=KU;+<am;Gi`{My#Co=33?3+2>uy
zpr2IdzqVQI7q@vFm79-g%kuh-_)YiNO4uv^>c@x#z|z0MN5H?gs04$qF0X!P2p)6-
zTMlv|xo$wxsib;e1Pp2WFMtcaL8Mis^F*{z6mX|}?_QVYe_;V^WPCXCWFRwW7^wT-
zpVqvkB?~$hqg(Q>52{#b_GaIh(#H3lK$*rlWf|t};NM08oh*+gh|@prhAn_+eL!tK
zDWWC@prgFhzU%3^@pqTK7d>--Y*8|?=_Q1@@DnB)E+I8zSS1EBa;9I|8}zQfv5L$9
z+ED0{4of#3^xnX2!a%B;VJpXHALR%AR6Ym`Uqr{Wzt0u-sV4Uj#Tv5nXL}@K=09;u
zuMG0iWiM`6Vesz8s)<T8&x!nXIJY;Sk)9Z}yF2K*TgKMz-zT#HzuvT>w^&58_dsR3
z0i+P3h^!^YpW;~VVJ>0komI^a+VEyI4O~&&J{D8`(>+Xo&AY$l@QvEP9lxh6Yg$NG
zQ6(68isRxz_5H-W8UMMVut%UzW#)y$8tlvC^st1h=HSe=J!T+yU1{I*?bh_V@lj4x
zz+3?Tp%a3moS;5!;%{(ipbJ}~0ag^fO40bG6k0sZw3G3`4R)fq&C5S8K_OL2n)u~K
z?djt7H6i=Yv!<G19Wwj%x9=WZ0VItvg=WyXyMgcernJ6WV56V0imWtNna{b0wHE*j
zqq>XOSehDd%Hwi^C$ZkhhugpuIkhoMsBXIAJbC<03vgs>-P!L$-P(DOLUfd5jHoE;
zg8s6j@y^*#k~pP+gsz41ILJYsp{z}CMld;q-O-<|A#h=|2o(l(@{3?8J!Hq4r$fR0
zfG6Wi>g``zqhu4ALl`Di#|&TFv47Yq)~||A9-MX#?qiey`pyx<a6F^q^<@j7R40Jb
zh>ZXnbx%dAQ7k3{&TP+`w&zm_<J|1kqKG-b(St8Q4Yqo0HHgeqeC4@8ytQw^%dR1&
z)-tC^#n^8ltqr0Uu2MRs5jAZ#dpQ2b?E4hR8$}Ax6S>!0_!Y6nZ(^RnU^P@YlN5AY
zT5%3xY}i=qZMXBu(m^Hm@Dnhp2?aHY-rbI|8aZ(^_#&u*HEtdZjW~Z#UTRf^;;J!|
zJcz@e%t@%8u1$Z~V9NQNia_(>X&@v8g+}G0Dc|q?wMvG-<dFv4uEeO%H;_J>-i)=(
zc03yQ$$Sw`F=~LW#La-%9x!A?=)>go_Ak3Yh&*3c>dcaah#lqKi0c066lMQy6Kh&J
zxzm@7j_4VbE+0T?T?`Wff$4%9VGy<$DrNsd4im!bk5Ftyxg?F3FEP}uKc93y{!dov
zo2ubs9wQV=$C>tskMu*0kGauhUZ)_2TJaTF`8V(XVCF4@B5R^-QD_>sZro|y-JQnW
zY24kN!l7|@cP-rA-QC^Y-R<#xGZXj4jfsi4f8M)4sv;^YPs%<!&&j>k&c!D?3@l$H
zMEkdh!0kz56l7&G3;%@upDG0YO}=GnxcaoTw7s~#{}l8s1`?MFo~>?vJlF>P`lrry
zy`ADlod)guq!xwjZPI7RpoRZA_@s+A_2@5oChqR_V3BZ)Zkon5LZ-5RXDZmWUl9Vh
zInRK64rf?%f5hnE`H;E51uvwgpIL;BT6p9jmQ;c?>I?qa)Y5_g!1(tfwzjl?s&R{e
z<Xs$SpHpnScZIoweS$q9UZfuNo6uZ3oP=#7DE>P$59D=6iBsV%nyd4!*5=bYUdoS0
zYQXd6a3kip)<&c4+tRBC>zX{wKT{62$xn;STKswB4*T~n;AS|+4`=0*H*4LAO}lYT
zJbO?r694njc98sEYjosTbKY&!tg&2M_gucD0}wO!YvY1A?lQQb5nGVy?oloq5CFmd
zj&~>R1SmKt<?>yI=!)y|_9A3*`}WcGu@B?o{V)0je%s{rWDu9ozec~7cA6y{l(Fl6
zv~H8ZIar?r{TOcznm}@iLNAQ$oDA5Gl>3iq8LZ!_jp{{~W;q;fbxR^Dc-kM)4}Ml=
z><&&KSlIq&x8vYW__Ck+@?UXc=K!7e%gU7y@qgUPh_~kd!Ra~_YB=5IigF?a|LrW8
z3XW3^m&Y6h7EhuBt@__GsA)gR^?}&!$lw3*v(<3C<X<PTRsV92uEl9|9gl94EKd;=
zlSA7e!hd?T6O1!-3iiD2M}K?W{KUJU{|`H&8De(*cs;9~eAyKHw=KBfFRzlaeuw?X
zB5=6ke**q(csABh`QQK9Y5spLy0<XgA4%vN9Q;ZPYP6r^dHjKoKRJ>>6~smTuM<^D
z#m-m$4Ge_1Xg<XIQ=us?C<q2pD3g(!lk+!$O68v`G~M2@1<OVFcw>D9dvS;0O-&$v
z|HhmHFfyMvG2wPbQ#%6?q+L$Xc(fnUZTl|L?AJQcI3MF)KikAsdB^NDi`xFaD8gFc
zUFk1S9c&}`zZiM>^K`6!q^%F46F`W?&SPtSb$We$ozCf0GHE4~!71$F@peUAmSKDX
zI~xprt-sb}=K|iJJz1Hzf66MCa!T=RRsa6|#O<Pyz%Tm;S;r4{caKFaSdw8c;`jzQ
zz^~ryfR<dO6F#g9_P`#w`Tdo;;SUo7s8pQ@Bh#>UxAXaYaA5^o-6k;1e7xNyWxQGo
zcGA?(>_NI;5ho5j+D4uw=w7fHRebEfhEL!xVnp$pcj~?0Pj%i-bw07C8Ws~rK1@t<
zHsKt+JChU(WvT(Y-|ALprw%Vg+9#$p6%W|dKGV!2H7|+F9=!w;71Z0}ZIe!M2KhO@
zhMB<@BAXbSw8gXbSJOL#=B?g^#rvIe?^sYd$zqQ5<ApnvDR&Cas#?Xy5oJ_IQ#f?f
z7LrkHeXzQe$9U0JYHnggF9d)KUhqoS4rHw`mfj^!G$G;C@wVmvGUU=g1UBwO(S!5J
zT=8jZ;JpB@g?4pxvPNH<Elp@{HoOeMXFs9B#hyZq`G&mD2QOb6cRN%IUj$3UddH>K
z(&UQ~^!Mj*gS9?-V;*hs(E@4}BX2XT7|>meLu8SjUCc3<;A-#Di=G(CeHU<{*gtiv
zAB`hXC*)7!#9q6D+bj%7o_g(0trP2p0nafVw>Q9f*!JMD&8TNo9xp!a-VcZQd`SP8
zc_>{yfIJq%Z|!jGOHo5}S|_c|woM(uaFcJCvd1CmrV*Zh^mtl7qkjtoqwjLR2dC@w
zd{nqOH^{v|QTLF#F-(vJCkK$6b^5%&Uua3MOsdolCbpFXEyP{#(zkIBZlfmhFEmvA
zR5tQ<g@D#;aQ6P?H<B0G!K+&I7J~kp>VyuzaprrQm+7IihY4%~6%rKI7b2VeeTJ=3
z^Fx1zsw2@#jo9CnVZ!-L@<9z}p*hTL8|oB&VC#?rp)&e=O~a$z>1?;%rNd@B`^rSy
zt^Fqas~y^W!$G;uf#_7!Y%=OWfXazTNg~936HSS=>>wR=*m{O>iNl@Y;?m9~v*Kr2
z<`9TRr&?3s`uY1}0pRs<**S8=W>b2&2V=DvE#za_twmkgvop4AuS)Vf<74DQa<I-i
z23=29s{<odCnaDpN|N3{qvkpf4kl6UwYMo7gRvoHTMiT&)QvS+gIxTcXuC1;QoQbs
zAR_x0&uJ8==_6RPP^4^j{weoq85vPuRGk%Cmz37WmpLPAGj;eVvNx=g<d;83_8E*8
zke!k{j~*^w=aW{tFF%hdmX-lpXV$CAk?prPRPhF8ntorNW09etQu|u=?(j53m2w1I
zerTOFxECryN1*2cXEtj56BEr}hkwaupm)?tS^Nd;w@U=}mu+4!bmrXb4-FMudw#br
zg^e;Hz4u_e4FtusB6js$Y&u0W{_dmJn*51+Y9IUhCZ-xM(&MT3UHXowW>9rUH+`VH
zd6Oj)_vkeF-m~Kl2b;3`4zKo=djssecfIMU_Ll{%xfy7Ju@4$6iZ#FZs6hpQ@1CzE
zF!|bzk}d+bbr=Sk(4a8mogIVgr30uQ6~WutwGh+}C8^bW0qZ;>nqYV@^01&`v+Vi)
z^}YY~!JRXy2vHPezbWRE-<F6<O4t%gJR;NRoW~{S@2tW)H{fD-J0aJYL0R}Dj<}}*
zK`Ti*rg$Pxobk@w9@7w(;*B1sUM(wYAxo+&R1bE${#BUzDbQd73pufjT}Cs<!yD%7
z5E9?%9+;<rp8dfav6j)^$WrTNhBe=KIIGLuJ6#@9_i4-k9uZku{BFh}`q}0$-bkV_
z*Ov4KW$H>2(OlWH#)r2xRt;g_b}E*pW9tf0cMC<+NRxB0MS)Ne*8g?}Hdfx8*4Bx;
zKUbkFwUQ*+omB?58zaDT3`weZ7p0i~Y{IY|R5SGU{<HP<Jf}UfZ0_3_bO8>#Q(*gK
zK&^=|mPMrRN^}_SrqoU;B)gM2-Ltln;YUks#~?3!HR6E1-C)*op8D!ZCD+4lMs%=u
zB~27cVT{_P^v9;G-Cen|KOnP?FU(q7cA&=1H;b<;MG=xbf+4Qe6#kX#wc?hfFfyAo
z-hQi3-r3N!SUbM^g~}ITyM}w_p3PwI2yX^^dgWE~H;?Q=0i!KwtboK(OMCoadTiCj
zC$AES#Kwi@BwBB^ULo=Rz=rwG4-@A;4#auZ!ZKTJAAVkypI~0B+6qe&8!Z;ZwZ(T{
zbM{QK0oosHYTK)I=^$io&uu2=ttW~M;E&nnWUkFwBKV`t*zUkVYD@Pi6p_^$>$3fv
z_q?wYD$CtolE?C@sCqu0KYP%Sk#^v4sNbMoa*0nBb$`s2%o@;)n<y(B8*{IZclAP8
z;h_%@x_nmxc-k%Bs+`aX#bD(9UeA<#K|{3v@Cs!TwMbr66HxbBPk6VNr8VQA5h`zp
zq!{(2NlKzFZl!n<Cxs*oU2-@<;li7hYbN)TD9>oQt3T&>;ic1p(2;qVT%6){0E3jp
z(UnYvxCOBhUgaTuxPbAThS?5aKI0ks%SZQjrr+=qV~L01HpICns}?WsjsKLv{wbla
z+r=qBhUo-wYier!iwtFK|9H$(SZ_Eh(*9swLH{eprK%&D$UsvU1<JiVw&Pf?NbMZ2
zNnUc`6hbnJd|%-(24mNuje@7(F=4~SxdeUO){Y-4ppIG*{5@?=&81TNB1Fh>94Gfu
z`su^*wa!|B&gx6GkZ2#*AcYT!NKSP=zBDS@0dt<<v1J=WFY10Pi;N&XiHWB!ljpwR
zsPH4>4W8)z^b?6<o96CY#*YUQ>iUUsSz8f1xm%x`9MsSoy@9D{>?-3g=U4|k&HlrU
zpew`F-X5$ciSTo!Rh>WthchI5pqV@hP2B9kPp{ex_LWmrojkn_1K4C{toSZhYH^>I
zb9Xl@_S8?0ioY~bqB&00r1SEChFN>_Dk}F#IjxSMt^VgR*g2nEl85X4z78F6qs5i7
zG(T|<Q${S|-`FW)bLV({Cx?v3tl<4ziAz(XgCiO`61}AjtW7kbedOmpk$LJm!^TM{
ziEoZbSm;wS8WSZ66i;9hR{{-f+I_zK;F@)P6UlJ+^;0Lh(KCI-NKQGCe3#1GYiV=m
z*Q9nLm&ADiE$6Q(@ri;v889QJ-UmE)V6Tm7nkXnrV>C3$Tr5%(OI;h~l2?G^&It)!
zLRjQBc@+4M&-QfJjr%#4J5HI%$W}j3MCO6_v;_yl6(oE8vUj?ZBnRk?N0p7bi299b
z3gQ<tIZghQSOG#OrAyE`9;M5<Xm$sM$_(5bw^6Si@9OlWRaA`Q$u=?=H7s5%r!LPW
z`Be_`%{LWF_>Hkqv2J%_@{N!$@tZV!)8AG_hPVC8)ZWxE<=;}b!1vzf{7(4h;7!NV
zkkWf%)jmwWMprHWlx3B(KMU&dql)<;SEnIsDT%d;d+w#6anhOZP<BVk=3!CE0OH}Y
zD9=-!u$l;T-`M((h8c&R2=4Ku?<U*Sl_82m<@@;smZGJR?1$M%0fVsBQdgj?N$uP8
zu&E|Wn+Yw!{)5{IR;3g=j@9W=8;%l(dr2|T-~A{Vky3Kg!f_%yg-a~0eFn^JS*38N
zkkB2rr~v3IU<R*A6kzPz0l2xGh+Ev#5;tkPifFr^o(27R&v-ZS30WR)F$j&)M^5IJ
zj_M$eb=p{L9r+m7iREy0Prg~Tsg_SnoGK$9+HEA~1K@#42GKG6NGl37oo;<FFf+?(
zY7k;6sPYTgxh8S395!^8f&akd=!*;l)hdMO>0X-tWKkwKK_3li(fZxYllTeuH!*R6
z%DLKGlBCA|4BMD~6rv(E_xCnbqAVzQ+bqDA6n7~za1nVydd!$9&*t&MxyLMJt9;6>
z1$E4L%w_j{zI<$zjDEXE$Lt-&)JF8Q`25q5rBV08kq?{?N3^>DT{#|-rf6ZR<(u(c
zp-t@TE&LpQeRiar8D9Ys?~)rp-IS+rYrFh>0d2!&(-_zf7v6A-iOzo<D)jfK4~?A?
z3arz!ni6Y+E~rv1CQHsI{mP^oKNn_{q)Bs6z8b7017)&g?Qq$$bSaF7xrj0v`$r-#
zV`86KisAfOw`GOFWJbu|_lF91s`5i-7eJ-Ej<saYQPerg8*AKamicew^e*4BuYeK(
z4md%pUf1~hb@?H)l8f^q@`0xdV;n!lY&|w`F{@>eF=Y5qw+EF$hV)uA`Xgzby7S3o
zqm3qprn`N0BD_HBcj<ZJiu+(q7dE>(Ul;FLb|*XKryP%QooOpBt5qL28pwf)y1Y%6
zKcKNRps^9Hp^-f~<TC6Vn0C2!&c!2%sr3VC(`pjA==nufbnvH5NwGC_p_3?=d{n>s
zs<Ar4zHEiwcx^3|Hq-~ht!iey|3-V=yXK}rsJV6jjKVPWWGr5#Xody;T*Em#Cmp1A
zWQnSrP1f3OlLreJAE|nI;DaFA9F=+nexqxiQ}vXak)qa)ZJT|5ZNfqn^;|iW{#vMY
z<z@#+Z3f-uNb+>JwM{{LryZxGkAcvoTXN^i^UjeA6*Smsuk(7d&ptFAL#Z7t*T?EZ
z$j1qv{V#B^!!gfD+^(&PVp@Ka%Z?&_*2dAXlZdfZ_bWuBd>~NUPwZujEkryIQBG&`
z@h$96X~DYX1*=jj$8zpY&OJyu8jbN-VXNm>UR=5o_tg`EsSS2S^PtJAZCc_q+o#W4
zy9v7k@N~12{a!(TGEBjQM~#o7i#snE*Zr~P5nrQ>DT=27lfPYy`>IL0;6Bg#{*Q(!
zhlz9v#Gt@^XmeYifW&7<Qv2tU<gp-_*wo+YMzbwTs>BQQ7qELA4#)$QnJJsa*mqHj
z6!)w!Va#cr5SVHvgXSg!p2_*SU7p<$5)dt?#&qnibPab{n$+bzo3-xl10IzA<YCEi
zpf;{y2G@A<WcLw6dj~i>=Y{9R*QTQ9h(W#0yCp!;q$R=I4RX|-?20wcge>>0DBn;6
z7mw+@J_BvsiqhDjvB83`=Yof(=xcWw`69`;Z(%mLc3!MkZ^YLcrH)a4&(Dx`#&EhZ
zqaV0h*8p3ffB20F1;y)12#m|Vy;v<(y#8F`vTFTZLG10qt0Zhu5kMQ-XBJvcYaBnc
zAOB%QC;FJk)abzTf|{T*24_*9XU4Z^4Um$zp3R2V?1`LRkLt#3c)J^M?4E9joEYtn
z&szijuCC*3!)B~gQdb`f$187MJA`PlsdaLm>D@qgO6#tZM5M)HZZs3~xHgSq<(!R|
zjn5F;xQR)5n8pjgut~=|!kBKwd(WivbZ~5gTnTz5$GlwS*<y_v)q(hWVMBqS-iJ|1
zo_2RHF=ShufP9JAiAvVE5v4JiOl0#pY<fOweK|~aUyWfkpOb8UwXq4TIa$%cyOQ;0
z)C(>=mhR0NN*xyrxhXvuCC#e6n!~U3W<<AMtB|oUtL*}lMTfm_Qypn6lhz_B83OU&
z;*5!N*Q*14GmMqy$1Y~>&zeoiB3D1+;*W^h?(W<k8o^3ZUN()Zfsa-O^8&5sB=zfK
zAF20qxbpH`ph?hA?!{*t+Cgf{43|_n_9~6?lJau2sSIh#U1@!v2#5UgwDUA2=Q)Wi
zbMA%FNSsR|ZNdHeuqV0Tx0w>Gb7|!aTGgA{<M;^zJB0}-Z`)9my330EE8hDGRuGaZ
z!t&K^ooTT&t@3maS+?Y}NFmBp6w4RVmcH%SjvK_h^dUTz@v7(}fYjp6>dg<Imkr7M
z{=#bGEO1Q}?m8GYfbWV<2I##U3*CHOb_rVKTaM2?zHki2vPJdZyxon%4oEB_DL49`
z($cixT;+(-Y6!})X^P8_lQrPL=%);L6w5UJ9k7R$iLAcw-VgB=)x7LE4RRTIWakM)
z|2QPV>csEol}}=Z6R1<z(sD$4FD2QFw`G*G=3t~0fp2LP<PCVD_fu~6qZ%Re8d;<d
z9kXePT25!Yg}GizlP^~85bUx5rcnFoRPI$PCh)Hy^XaoLSy|CJuGx`?CgZ)nwf^&*
zmZlrW?2G28d!xumu7FfPp~1s?g?`BQ7pmjZ(f2#o%T8Q8U9!Pej1NZ9=UeBuzP3IM
zUvFNI-`i6#>8PQNY;bbaMkq<A2<g)<1MbN#xSyU(b8c`m_UT}Cu=B68p4v5@sr9C&
zriDmDU3znWS8qtF`tSk27l57b)SCRb96;LF_3F24W#5tA@rzr!P17uiD)EsRefU-*
z(TZoTu&iU?PQR!r+kJU*o%wT=ILT|^_;2LT_9!*J!!V-A$i`mYH3eC%UENEEJ4Nqu
zwv7?clh%P{8tkIip$YJX?xpRkR8FWkJgNAv$PWz@GvrJC>l1s$#nn}7Gex<J&l8L#
z>iO1q0&Ibd=u*<aFIB)S#p+!4%6>#ewA$O1SbO)~C0o^KqebDs70gu3!;4AMW}~a@
z7hPLN)<oLoc-|ZIDrd&ke!Q`(Vk0?JWyoV3Kwx%|hJl8nl&#9P5901I(m=E8eGe~%
z-^I2v$H0(~gUZ0nl@+4X{gTX~HSo&RrYgDI$Z&saGg%}$3ICC=8b89Oaq^Wkmhqfe
zO;68|`M+hBq_FO2xM(P3517n!IQ2lgxuZL=FN?_Q&^5{%<K501gQly?+?*&<Z`7V#
z-F|jBvTaW$)o}lK^G=;avSM)%Y=e@e*~;HUOuoZSc<@p=6^&u+#U^1-?Bn&a9(Y9;
z-UDBZLqigp@^sVYEUo6t`+xC6jcEV!LuE6v8K5M#NU40s&=2=Sz$vMJNUMsa5WoNQ
ze)4UOcs~4z51m2P)yHiKD1fcTLVs3YN}L=iNvuoZyYw4+k|IiTR`_ch2Kp6<1t+>f
z2P4`z|En$Ed%yhi?VqIB8#7RbFI^ueZ?pr<0+iEwddASV2v-;E87TZqVcQd9=BPx)
zc-{3zZ*_!GQ57bxF4#^;mD!T>Q@!GibA}M1cE0;CzYyxROI<;l5b*vn>tUkyC$Y}+
zi;U<Y!+yV_l<Fj7kautGkrG>t_IBT47rM~g!b7bTZvX$CZ5sSDa-{mlYHVONS|)js
zz0E6m*m@i>Ilo>JU38U`oeolYVo3ES6g{^hw407NJXz;b6mxI=`NM3RpOyi+{flOl
z5GhQGWs=U>y#8^8Fk53HOsw6ZXNU`BqI`|?dMew>Zl2`zRG6fYstep2^a{tuA1m9e
zXQb%abbdo+&bZH)z1G(h!@Bq4K;bdhqPwvD_gVj?jp5M2zPIJVb<!*P5ij{tI}i5|
zf)aF(pCTq>O)Z)U(>uzReuul|+1ef?fD?fmSy2pD=zn-sPS^Q%Gx~dB^0@8e<un|Z
zYhjyp^L69V)XeNzqHzLp_wD(1vF>f7<%7J7zwKegLP$hJdp9_6T9kzNt<xN7v!uGB
z7kRPoBAvcwFupc#lB_8JL*(Fo>}4A73!KqPRYTSJEeQ?%_@1zQX|1=BokYhGGV#8*
zk;Fe5S4f`0u+|-1O2Aag)-*IE_VMWbxws8inv}G-$Ruy27RAdE#<@xp-m-Il_83K2
zk_CRXLv^B5jYFQZMTeKqO&(HWD{xLThnhHr6ekc*Tq59MHB<@e0spnG<ux=$zd%yg
zFErfL)U<1K6xPPZ=A!kI*Xs-4MFa#d20nV%(3fPcLB5MI`LSBkmU?Y|%7z730t*~j
zV<y#uJ!|G3{AL8$V<y}fFJ=`F+kJLaAaCM$1%j~y{^iWv|BEwA`Tw3X`=2Sfd4hwT
z9mX|+e|ZTHE3q2RzK-{E8$<xqzYL5Hc5E3!^-m%Z+fkavA-K|ic#OUu(cvdp7!3N~
zD=I2_aRdJ?gO@e_zl7!BCcMY~uUvrtGumYy^GvMQL7y}t!+E1s?sts_`7>mtyOK^w
z3kBw5ut#bTS2T8rx|3C8b)J_~c?Pv{iw3um$$7h3F8e~pv4ylwvr8|b?6)Kqul-3b
za7pBTL|GEsHnNWHS@BInoDEy&gS;rHJ~n3LUfa7A8^)l+upa`k^A<&}M&uPO%;t1(
z0OCzsuG#C1WLk9HLc@IaiMV5nAU63{QgwI~bS15iorO|-R<!(B2M?@L^UZ^LmD*(F
z+}0B<R-1{!vTnvFL}%96#-<;N0u(k%Cdk|N^EvE%lBjN3ayMx&t5ag<u>BakIA@2}
zwwv*8q1ZiadSY0384>YT3eXrf*_LSmP0gv>kw<A%)P6TkKPcPRp`WAUb!7Y}OukqV
zH&QU8$qb>#QsQr#NArj@>6X?cx+0Wzzj?dl=5z|o90*PYVw3SXhOR|;LZ(sp@5Z1!
zE--xMtiPw4)-1SYf4{5MDvVh<gq82;Og`d*xNgQ?XDi6u3H&GJCAg*5cZG{_=}8G^
z9Gi8<V54YOtbgYCsik@6f+?d;T4ZiCE5BGs_Q*v=a}WZlGdFRe!}vR283`W=iY%MT
zno|yOC9|%LjPQDVxVsYPb6DA{<9&+6%fV=)t~A$;IKq9OXFS*6>J+7n@0@8vh>t>@
z<7g=bFz>25jDQv1Idze@C6^I(TxQ>bm@_C@0hOhlmMN*_+~cQ6r+!Zl@)vZhYTX>d
ze%#H1KuIfIbuQe;D{V>Wuci?04PScQfI$#DrMJY6+6>Z3#^uVX+A=0?+4XoG)5l6U
z4GB%9Ki=B}u(-;twy|)ccvsK?T3Gceb>#sA=yy{0c7yZdaZ~x0=B>s`GH6VmO60@0
zz@1|>v4@S!tTNA~jIOfL*&o1Imo<Yh1}9v<DZ`mKAQJmD@?_Vs;lffUd<9<RFDBX_
zlkyc!vgtDF;<Ni7(`NbRYTSQ00h)s^jP>r=>}M+Na8;KWXs$@f$$`9-b8fAilo_GB
z4T)|Xc#lUtqn@w2ygAmxN>1l>vpp3ivC#8suQl(U$wh9KXeq0fR?}uZ(P>ggE*h_s
zRQc6eAp-Tq(NEWZ^Or~DqExiZ`6jmvZve^sEYTOckzNiedT1pFO}njQwnl#wMM4jy
z`vGNC6)keH4)Bh+6s<-MMxB(OT8x?10n8ce5-U&qjMzsDh!H4*;ISR;5d$W`9n1vT
z*#OGB^(0^R;O-f@VBQ{d02_cCY`6TqXqMl&itd=DfiZ5RY;~3A(2YY)%7dS?K2hX`
zkOx}RxN38ej#-OxR2g0Dtp+B%!9c5ZDz1woC13b;=i(&PL<kEN9>M~@_I`Kl+>`qC
zsFZGH;(3p(d^hft9Plj;#_ViYCSl!9%8HO{Eu)w!jc(D&^4BpJbvD+Jj6~s%stO+^
z5zPoXK%?!Ljx7&w%;e=sExsO$LgvQM?YG0^<UM+xdA|O%(kcf>LY>j@_lH*IL80?p
zev8j$5ZxR*>BZ!|(YXL4=2BfvCfvm<kJQ!?&Scr5RmV`iGquz_2aJ~^*{Ryh_i#@E
zO^etvZDcfaHVmkDHAYZ|Tk#qtIlHHu)^WNc@y}Mo(uW4Smf~QF3=z(jjkN^n6Bwdt
zx{T~|KenONrNHTnF5_IwoXm1S*-l0j7rRzk_<l3<4c3|HT=k+4Lrt(JDe`L~r4qNb
z^ai_Tu$MLs@AIYY%kCq23jqBXHjJUgpZ+`u3k&-JH2b2gCp)!h-CB#Ri1jR=;#aC^
z6mRO50CE6DZBa{W@M30|h+n{p(e+-IwEk%|g3KZ<(4ao^3>U_(c2}-ZWx7cHRJpZ1
z1ez(XX$RKR1REIRK)&e^j6A4K^xTW1pu)PmGfMgljV$iX-A!h7S#2&rb3Dqb|9E3s
zN58#jW4od%p;@{7$3UF2R$^=W1lcipgTO|B=7nRO7Am8>=r?%VZ8z^t&r6XzJ}0jn
zw95%R0xs7$m+Z4#J$**##_$I?*s^#Ea{%h~#2{{ZkyP$^is4M7nqv4t!f<{&_V43v
z*&|b0qmfVJ*p2}=0_UYlHw?{9vwD}RA~*aXUUs45M{IE&)gd426#%ONPJQxXWW8QV
zW>gDj#8@ittceBg!qN2NQ*`4gGcJBx_s)d=9hLd3RLlJC7p8)e$6cK;lfo&7JuE3+
zNKq3nXl2!wu{$sjG+W&C<F|q@L~la{olJz%`CN4T4^QD$CF*qH>QVg-dgrMID(rP*
zo?~n&&!qMGi7JiGnNNMH!c#^l%s8oI$RJhJWlwxw>IxpA-{IIlW!rj>U#JD*K?ih;
z2|Z;Ps9pVLtqNUVRbWtIlN1X?YEQbLLy^{kUEZu@RK`UY4>=Y~S;(jl>JJEan1AlE
zq#sP(Hn1K~FVZN{NRWQ^vX7*39hp*+?5s=eWSQ3CVx#WrB{U@=Tn`Vv4&4-yu+YXe
zG;45NSBJ3S1v*8cu8PmR9EW9Covna}mC8;nXv*Aed)%-sbCkYf4aWbd@oo){oKHc)
zXOpic%sNOZ9SS?<xm}aG-r2`6vD_EZfV^zS5ZJA84ArW2+4Z9td%V)Kn>X7~wKhqe
z{vAGUahKnTs>?+tnPT72oaHd+OJIR!_8FenM(7tEqwD6%TPuOW=$sDRRpqezTF;r2
zW5k4!Rs|!8L2RAcqr(&qVl_-m8;2ZgD&94Z0b7&<yaW}A#HEV@r+-F1*iwU#nYWO7
z-kM=F*c^G_^z$2x@d={#VjYuwbD?!V)=bwdFIlZi3!FqCT$vonLnDL1i>2hx&if*o
z<}a^SW~Yxd`Ju%L-EzTq#b0OTDhP@Vxlw#Xrhm{ArTWy0$Y}cj;f<IFH8*tbLW7`}
zHNtXG1q^bx%QKh(B^V8t1|v27P4DH2Kp9g@(>@~7iI4G786xaM5=Cytq;fiv9I&c6
zg$C)~xAcC0Q-0`F*#W7dax)<&qL3rldZlxP?K2s3fb_3tQ1{17&98)7!NYIia0I(C
z?COmgyYd2Px9WnJVSXsK(?64bfZ}7FPe`;v^v7WB`q>M&vMS!+&<c1dcfI|BC+FPB
zoFKhe5@B_gPNpOvey9GnF4hX!Pp}yBQwUOxuP`m8`|X;m*y<>Sy@-pd=qOq6j|?*>
zI5R=mutrgyxgZT%*P#ivYaydwFhf_eX{=XKuPO74PUnf4t>@tGtDTT32(u7fnyi@O
z`Tnx8XgtN38d8LHzOS(a1ZHjXozY;2aS1C6gONC^9e|vk(dT&*C5A!RfK5$#av?S|
z-fw@q+*0$0u0^L)85dtr+5XQjjNil9B%0HUtRDUc4->SJ2`U6^5xg>n2x$z;a_Q89
zI_t%i-p8)P6(;nEKXFZ{L&$@zQUgm%$Lstrj^MvB(|Z>#X){3{a&lMV!9+qV`gMSy
z-fj-IU+b?g%jNO&rpZ}0r|x(^4S84~on|@VD1Ce{f*izJM%~sFkOgdE#f|KI5kqqc
z_WqiZdf3iPJTK|!IFh)DqfG<I$pL*oA3f<a+iGee2N;YbScM&=_sFElYAGUfO?H~>
zWBh${`O}7jhrhKXbHhQ7rts<gf}d9jf0!KZP$4a4?u-ui(f|=wE)B*5)6LiKl@Ul(
z9o3ckju|C1+tQwRz!jU!v`?(@IcK@P_+Shi3$NAi$~wH#eVJAM=LJHe)(?QkU@Pyn
zElUB0C@-LMu9_-R((eiVIM?rST!7Dleh8u-RfEL?xJ-T8W^Xxf@IQn)VIVZ-v=pg^
z<4R%5`NJ&HegYBI8LTAwtsEK~wFE+*Fybkug_1)V($fWQ`M!x&NcJ}w@YYKYUm*q@
zZLa8y%~dys_ZV0=1v*JGs7KUkn-bEkCA3M>l{8H>WJiV*QIKYgSw$qPTP(9Mq_ky&
z&gq9kNT-Fc`ozEh>r?V=Ec)`l9cmogYRwIf>Em;*(tDO=pL$uM;FE@1?Hf|jJJSc;
z_X_(BV$i2sonG5(ltMdsK=H0mNM%9e$r<#0|4wc-#~UNwuOYGmGH)o50qw|np~9mj
zyos47D2kmJ1*thJ>Bxy|u1Ix~;BfFKgLGvD#Sw2^Aq3iv`Xl9iJR%LI80%PqztI}l
zkZQ`+9P=dK&(jdWy9xm<PTV}6YaRqWE(4b8e?x^&{L+MqjCa(s&M+lBVZxy6y8L^Y
z2zSv_4yO-<lDU%5N}lFbUAfCw{yyjNjehGX-48UJVLe%$VcSpk(WY?M^Qu`c?D*RQ
zaurnt?Zd>t?+0P@ty`*5JLbskoFCPWyr33LW*XHAO$-k(4|>-xG)0pru~><bMrSCo
zUJ0Tbf}9v<ekocE&dyWDcEW%!Eu?fsc$5m~UaRnm)f#+cAmU1q)=AjujP>e9HHKng
zWYe;uYDYsTuo=r7QASUuALL>F9j8MO)5RM}A7gmzMDElwS6>klbN=#rVgpe2nfg#o
zS(NC+f@V9NgPk|yyzoJtC{x&NzcBNt-Yfaa5S<b$Yau`p5rklO)MY`9V2|tAl*)kj
zMC}sM5Q)Iq@{!@4R`yHRkl9W#m7%Pni=H6T43D6%pZ|Q+2xBET1ok*@s`a3@-V7Eo
zYn;HUz^Z*81Cd#Rxiq!)yl_{NS1rq5U{S%xY0rjfD^Ax0+6OlgQCfA)u?ZB2#8Yd|
zJyg!ymjf2WUdM^B*zJYt@HNU({g<lMYWaxtw<R#dR`jL~lvZ?wR!$8DFQ^s<o<rVs
zZb$NR5vg_B=z+L$`T;Opw35V$+~ofF%j$(%kBW&@$Gh1|w~JTG7n#zZiiOyz)v9zO
zeobFHU{aI_KRSI{&b5J(WcAkh?is0F+E)u3CupNK#UxNVU~K#B3#L&xw)JmJ=FH2D
zNlq85zX+OyVs89?dWyWLTqrxnBARMPsuo;nE${x(ZZ#nTy=a3*h$N5<wpG!4!qWaI
zSnQ5RKY~siLM}>w<7PVe<=^s)QUNcRPVg}pC^;Qf;)-;l?BHMn4?`IOg|aI~JME9*
z`3nOMqCAs7cP!4BG7rvs<Wdt!;{YrcOj?dj5!GIxxJwTNhV$)$$8{o%=x7>A-px(h
ztP2tOPCz`*irpp3TrGY!q7aIK@^~H{VMSFWJ5QR?lZsak?&J^RKKj_Nq{re`)*AT;
zQd)(eiM&%C5OF3jddsCyX#7~?z^c;xr532pS%1A(-j;(!0X(T515pN}h9JLimU`yp
zc1ZJX{o@x|Wa-tBBC892+&yakqcdXWRr{e;J!vRvNU9-ic|8rXQayDksCo;w+%&!R
zc9a`_94oq{X>O9pU|tB8#cJLssbJDdYOp_(WbTD920LOAX27Rw##Cw_^B%cqaXppT
zpK(IzEipS-_&dfA2_?=|HfiTMk$=EkEu0w%2qJ%=SE;tB%k|s0#q3B&I6B^?-8}9H
z&a6=|w?|9Qi_g1RX43X;#YvoiESNq^-E}|xp@}e2o<oE$TWu>H)KnN`08@rX<1cvL
z=ceS%6wx%C6j1_>6NJFr=$Q6=D}o#y(l#NyFc~&I$}TU>ECHXbfLVB7H{?2qd{svD
zJL4K?EGcV*QzlZDO`1kQ6J5j2PWj;jY)&lkLz{yYG1u8}bG4%LX$cEufsjI1qIQR+
zSPOsuevNeMT4Qle30L0mUM?o0Gh@l7HZPUzBddzGKlvnAO&?eCM~?9D2fzz=nT}Z<
z`J*-hrE&<kkeDqrCL>VWo*dB^V`%d-K@^#9HXhHTXmoCZk2REuEc;Or={4HnTS`??
z0<C!Z>ovy@gMBrye_`Nc+1OmNq-@vkoJF|Wi$ad;_%R(jo?&<_OE3TFm@$<OBvAy$
zfl3Z9)xl|a+zDfFE@L_02KHB_K9w-jLri<w$w>W~IZ;4JLr@7wV>K2Ex}_aCd8mX%
zsZn%o8E+rS_bLl%UgbgMDrUuooP`fgHxP7OUSv-(w~lxY{DW*dQvnj6{AGeO$|2xM
z6-*I^#m%s$McVf(F;bQr;(m*?7tL=Vo>{%`_l3M#rUP=bhL1T?1Qp=oe}dvexA$S@
z@CUT)+~v`cMfnB6Q3tzC#3@QIShBN@!fcMHLnm9b@C<uuDBJ}^m*I3gzy!rt5n5uL
zjj_IV3a=hG1BHdTY3vDiSZu()Cm$nQzPbvjVT02!MbnYw(8I6bP?4=Co+8Ow@DwPF
zT;h*}ZV*OK9LbKa0vroI0yv9659hv_;i87k7W0%EOh{^|p4CL|g;X>}W=Y7@A}R`4
zHhLtO9uPle`}f5-0(3}Pb{5Qj(G1}(hPc524iy^KINPzSbWt(!l*dw!M06E+2YgHg
zM2l4+QpldT6(pVo(QbgQI~A{ZDT9Ub>M6oQAjW23c*7(biv3`_>sR44eS6bX$9Sc>
z9t2pjY-~VY6N2Lc!h^d^XiUuUk`m>oGcl5>aoo*(n6*Ea1&%<7shHHx&?#@=Pxg(Z
zV_DXn+g?*{C1lc<V-=nUhNg~PpjiQ7Kl)?!Cef`6voM{J>LR76u^cmcD3N26v=mV4
zzWPH*5uL;zBsAq>H;}dh&d7|T)R_H(1+;TT;JA)-MsUpzmoKAdqTkYUV*{&q)B`PE
zfw`amC6_Tgl|8h?{(3oP0I;rUhbU>1q`^#}b&eA&rQqW$E1-biNm63)A-SKgJ!DWa
zf%-_1Qb!uE_`-yHr{Zh_AYmXI5Hsfg3d>)Y252D}q(-xkOel@2Ik^QDijUw3I6+o;
zA>@KHU+G(<uU$yd4Dz!atmT-A+n=y7M>uyp*X$6*dTl2u8+eg<p43(@D(=~VSVLZQ
z-_}Ew$C?EN?`B<vm<?+@94c=_2dYc-8RGjiypQ!nFs(-=hBLo4`N!Vbf&>P6LThm}
z;p4)qD#%QGN*e|?ZDYj_(4uGYF2n%xsy(N@y?9;WDM33a3q61#Z5Xne>mDIG284GV
zAR4U}!D&43Y(_BR(4Lc5kFE$@XR-*)2{9c-(dy4c5IdaD3rRX&&-=EJcJ<oc?@j}e
zPHov&?whZ8G&D3W?(RB;MSZ#~6;OuHOXY1=k0Gn1HG+i>jGxFO$Q9m}Dw1DF*kP*N
zhV>ZM6cVI~p6Z@>OHF{_Bv<Os_84YGjD&EC&PU`I0ZsQ4W1h@rWETUS4WAAW#G<iO
z=5La~E9ZNURvnp6ufwV*(%2MbhBr=SYU%zxn^^{vhlu!*5bRL%99KbJBXgu;Fn1*R
z;8OkN#DTj2)P(|M6Ko1ijj+M@X`V}dP4N2qm>zUEA@2CIEfom=rfcyU%D@aeEAEbJ
zqo#6ltS#AoC<awD%7bS{CnM}z?=&96T6F>T+?0l7;t{dTqeu&%%#~J{rKdY(+Ki(b
zwzOa$wYiP<(6!|obfo^pwEu;t|KEZ?|DR#b|KovxO1An?!$!FqL~SjGK;g{qv=%t2
z$$im^Y$UsQF|xO|kc9rVO{QPMV8~_fUzzJa1=dW7)o{%-AZ9!}`WripUfD))H_3VW
zTd8|-m+PyUa5qDaF*v_q?9<7b#_%_I>7uXPeU_<KYw2di>kP#JraOI;P$P2O=UHg4
zJ1*G6%G~f<vK4ZRv#p&UiLO>(8a1$@u6s7<L8h&LpPz4OJU-FKlRlh|KUNegGx1_Q
zp$P&bzrtyM?AubVr<+^4=b1aaf?27(vC)Amr!n&$Msl5`-~OYvkoNEO?|HsG(ytwf
z!{(PQ;BRF<GdiMqm<vT^=@f}M%mfOO)^Fq@TEduzQ5vd^t-A{LoG3=x*q^^0W63(-
zHpT_(*1Osq?l#|U0ia(acs{)R_VmtZ17hx6k2u`n|3gsp3s~<L21VD+k34F&`(DR7
z>#;E5jGjua!Hm0EUD0&%Ekx(f-)n`3JpHvqagQppi@de#2#LJ2t%Ty36(zB^C;pj+
zl(RM!5%qYwi#$!cEcT4Mq%=B`Unkd;jJw~iarQ$^Y#E=q%Cc0xZpZ(^b%S72cv&-R
z7Ah1XP(+%MKWm_!QFF6Y#0*S6uT!1(;&9A8>F8PGO5z@{WD1V=9f6Q5Bf&C-J68q4
zue4vAC<3;Wsq2fT7FQ(B%IE<}MH@6MohhdI!3S*x)_VMv4cC7FTY+$`G`umgIhqto
zRCcv7$3_=M*gGlQ%h1v^y4fsd-QNW#dO97CE<{#bNxP?U#_Jt)i6S*b+|XKjT{9-F
z8bxAugMi}gnQMmfj7ayUjDqj~!nF1GDgR)!$yHxke(`&*ir0>?#O`#qInN58_W1ar
z9{~fSOtJV2u~|r=g=th5Ux2R4gI41~tfO)H8QSW@=->>SfUKTh`P{_U!-z-RYv!fn
zKOxmNTcg@J-ZL59KeGj&Yzck4cp8@Fu%zZ$;bd}$p{L}s0*W^bOD{T)s&HZ4&>rkr
zV@>>PT3Xj|i;B)o8anEwWR7iA6$W4_9n=|5*NW$K-Om8Xgh~u?P3Pp|(a75&QrLmX
zavQBR&(LDobp0=Vy5!X7pEjTP={6t9qFL-CbHbu2?ZAY!LxkHQnbq@vhTAeN2VZ<1
zx8&lKLD#wiUl!N5PJ{(syLeP(6PG*hNJgh=J)}jCG0@fg?O`_Qx10J~%`Y9NXX!r<
zQOg~dpF8x+mmbhv&$}jHN-6_&Bta>OPO+P9uN+q-fi-#g3q_jT&VkEOp26F<)<)`x
z2<|$cAnyi2DJ^^CwTtQ7=d2p<lNtNlBxKLy7Wlc7++&aUJOf0^hn49u_4C^?HHfZH
z-jTO?MxxV69z8ME$XO<cODBzc^n4?qJ~u=U)~z0q+fn#8X#mRzk8Q;f$?&ArGucB9
z3!Bz3N^fl&;_K;Nsd4V^&_%v>l-+(rUIO=h1|Y4u@k(XHUPl4r)bkP`@*^#aZ_}Pa
z4^@C2UHnfa%e?>gK4mz8osj#T*Q~&NuHg;e7r55!7YS4#+!!bR2oX`@Ur!Ug$t5KW
zMZ6YYg&skc+RHy!MiSJx9vl^urVw$}rz&7_Y9Fxyx?J0bGd0-fmis+w!{ykiarO^_
z*2lEPJEjs!a?C9Zta4aeda!4NR`{=&>h)A^Zq-%CH?<x{qtt|zU}-RVw1t)!%!)}L
zHS+~s<IxK7Rib6R0odQK-BH$C!|nq5lj8a+7@dvd-uy%I`7*cS8Xi?yauV;1uo><Z
zy>791Ua;_QoHKyCer&31YT;hOG?cp3;zoa<xivj~5oWpeq>F_4$g&RpQftY<pD~W-
zv^B#k-s8+2I*{|0Mb}+?zvM>#yIS{6218O@;pOQqfD}g2Sl$Wnvyulr0yycs_=AlL
z!O0ypg3>2s<y=}SIYo#+>YMa`1Ke5;0&7uOihKaPOQPDz{~bn7sr%od^bm55Ko8^b
z)lk|)E1AZOgL+Yv5d{SbE;IMe+6b*yUAueemDJG?-gMayAXTRrhvh>m&J3mF-nms?
z?;XS~SJ*V4yafQQ)%B3qBh!5EZZK%5eUyKKNqOPcM1{3D3Ohs_;M;(>@e9xv1FXe$
zmN@FGx)xlhk0QJ@^WONtNA%@m@6A)r`civc;k*vd>N=(3NhxW#J)^SnV10J}cv}rA
zi|Byf71dc`eM=uv;q9R}rrxJpi_jZ3o%kH@TOrZ{_w3$4&h~aB4D`U&D?e0ST`DEo
zxWn~I*<^VIu$^9XrpWKEi#H!?TwOZbdoMyfx?jIwc`vMcBY%1DfbF%0(Bz|mfp5<^
z@?iDzGFR|NRAztX#xnsGR!9HYT}az|8)7Gp!{0M>zJVuit(@YwTb(=?+RdztFcCYi
z!$Bo4!^<O&?&VL6aR=G8{!^+!rt)*RWtJ@U&6h0$ujdhPYuT%TtFL)vJkU@|%G@40
zARw@2-M+j;6}1gV)K9KQ==G}(oH50`{<%cHgWaJ0^r=73qfkAbJdHBfJv8&W-AL*Z
z9$C!VzT*L0xlONIE>Ph-<%Nu!;G8d(xaYp`bZWeO`ux~wi8H)UHO-?QMpaQcEt|TV
z#~pJu=LK!INyu84P>TqBe#R6E2jwOlax+Ib0XktQEj1SVF8ISS60&UN66~mylB@p+
zE<Fz|&nze5p@1Ci)mU!&l@0je^S@(<pmQ0gssJwpwNav}Ci17TiC<1{GUnK20so2h
z=7JoFrSb#-Q`Mz>s)1;`b%r|wcWY^RE@`as(>QUzH{ftXbBWygd;QPK+nF_-DR!d!
z+ZN;oc7B0tI`)wWbp?rhk)H{hQu9DkAoVcm1p>GT1pQ|UAtTUK&g|f`7I0}NKmUwB
zsKYeY1;^Mm<l_@6KuK9Z(PFklN8kj?gdFEpyj-y~DMi&<c3#m^AEKpcQChy#P_;0}
zN+CsK#6qxWQF>4y#{hQwZKxmA*dNn4`T4zDn4eZ3#Wd@1w>vN0VFJ)`=sq#lHu>l=
z$x(cHt~a#nO|VUBGxhz)>l&ecr^fh+U!4qc{}^9{MWe}o<pK;Ko#k}98&VU!I}Dkn
zSEU(D>fMJAw;fme%YOV61)*td1xVq@A4un4RP)P2q&?gj-(*BISbUKFv4JPuj#7kv
z0Fl0AN9$<boB11U3}x5Zo&bUfA8$$Mn!yGgcF5R=&CEt}wMV>EXUCRJ_HYm8@u7(V
zN;w4=LR4Y{%~7b158d+GJHOXQt^b^_%S;ImcA?V~C-_jMuVvM18scV1AkV{W>eh$E
z1!pg_->7<E#Eiw9$Zg*-+PlNx(@cf<r8!QX%1H{9c}MIJ<eqm8Wqh+lpenN;4e8Nt
zjr`0Y8_V9{meuMc^NlEtGJCA=#YQU`$wW6g=o>drGLt;ytHhGdY)(*TWQd-*qdE8j
zGO6=)K+0~5t{fG;|8dAgMNx{p@SJBiasM$rd3SkIB$OcPVQ8s2kSaL%&ZtTIZ`wv&
z@P=(g)AI-4Y>Xz_`JdP;Y#oSZ&=cA*?>08s&7DAO7~fu=Bb(Zo)sqwpsx*Mc5g!m6
z*}cU_U0Ns|@#lcTLRLvizi@B-wf6TGimCf~hM`^=>+0H&8WjIPS6#Vp*6Kh}=bWR}
zFhh>5p$nvm``hhmTeh`$+V7huvI39x3zrr-QMF%lGceyFb3s0Xu=dg(OF5AA@0fN^
z8&!4h3!nf1NanQuR+y*&H{n_l{y-YBu_TB8u^-okx;5!{;7KmBX;w~!DY*}Vgd*S!
z(%BO0&GO6ipM!0~2Gb=l*;SOv<V<0Ev^21O-<WUnxPc;NZ`!cn@q=cyA)K`Aj@9u6
zZ2Cy@O_hN5@hH3try}fmJTVsIsY5Wk!*C`yQ}GSlyp2j>^F|?U#`N)IitTuUs@~kv
zXR438tf#>z22(Qn4(^kHONAQjWhpE>vcilW7zmArSTP$<33$QYuRD@vwILSf$QCyS
zo0B)9eY;=n6BN{*Q5@4~Oyh>t9VrxerAMVnu#q*XmlyQ$ZpXThG`g?>eYL)UVflVn
zu?SlR4Q#aGwHlWNDbmO)_|xBEsQn=m<@{6tKWE=Mh{WcMCtJQMt^GmzaF-$Vg@wV;
zjFBOFe><sH>#~9#181K%-FU;f8HW^qOGxaKWZ~y3_zsJ82XsWEQT_d5M}(FT5StDo
zqTTJbe|WgN&eWuB3-_z3F|duv)#u>`T*;@r7;pT*Y=HD;_;%FQb=XC~xXUN`I~wmJ
zal|Aph%|(%Pi!pGoBI<RS9|2JOtqjepwq1qa}J}-IQ1mBoSCcWZcg9SUPo@rn1<{a
zzxiymvgc%{Pw7i`C9l}E_=2{`+&Hz`pQMxy2?u@bZiT+gxjR*3sI+vHT^nXAyGcS?
z$l~;<O5XAh(vjjNmCm^Y0Kjz^E^}2<K1Na@L2gm8ao^-xWLsJ#ABY@R4dd6HAW0;p
zMSqllf~mnCA#XnD597C3kOY_GwgXzll3clDOmZAxKs@jLNuaEHt?MQLSTZ%7p7|z)
zhm||{%y5`^z*jYsN7+{|==R6k9?RDNh*ZEgl<66vVC2IGx)%p%*sw6MADaIDV=Je7
zb2BZrt<9~FSCT!^u8Ok{6cjm@qiSE=#R4mgG4<$YZIW#neX@Te@8M~>rgJ-YykC?I
zsU5y4oZB56&#<*3I4Ww=2d{TkF*^tbDbsU<Uw%iN)Cr(k3U~GC=Ig-Jsnr$PQ}-mp
zf_o**EG-%<jDhQ=)L~}C2lcXTe4c2e{oTE4UCE!3M#${P`sgH`N_dILYIj)#G-VLb
z4z!zzg*4;gZKWK(4~P=KIawz%KVE1L`zr(Eublq{*m;$O#<h#o)Ep2h)fU=}E$E0K
z5Ri_K?{Wg#?bnluijd2mZ6W72SA!bJ{Wk{po1?=433jGu$K0r$@o&(VHLpkVk$BJP
z&1@_`nbWo|FE>rO_F^1H1o-)xUS(>T#{*SIi@BL&!c-Hy;@1qaqIG2tGDR2bjuF1b
zwy}43*yshCE)x(nGtvBFFcM~o(p*f>JWb3gi>^8D9GVJa&&nk3O_ysb_p3DVL9f?=
zhYoza!B$nRwZ>=ny`|bkslCey7~PMbz;v{s%SwIT8(8Rxxn~c)Pci@G!al^ZAUV(=
zF_EH-(N>Y`b)Ov0Dy7bnNlt&HMNU~>#`dQ!)IkI?Gn3{n%%ylrudqn_vZ{WIP;`Pt
z;+hlP(H#CZ2~PJ@Bk9AL=O`d;TqbfkA*2(UaKE6VEOgP<a9l06Ce3@5?~|!<I9vUb
z7E~a3;&;!9?6`JMbv&viCzB5W8_UTqgA^$NX%JhM<Uukf`SSRv<U)3{4W&F51}6!^
zWdz;rK?hQ{zkxV(xVNR#I=k%UMmscKN3`-JWbMIcCSkpuY>p8d-KNuVE@gWq8y2eS
zS$4A(Wi=3$`sLL6=8S*ZdPB1+SbF?{)eV`8B-F36?d!-Gdv5BHr&V!>U}4{OyEQ|I
zhC>wy$!3|}v@gpZGfXH6Nxh1PDmh1U8XMo5v~WN{!VTmPHZu_S*hCdXs;a%{7G1{K
zO^(0--JJ{k;qFda!u$Aw7lE=vZBiZ=tl2<6z$K^){;JRk8;R-|ho#$P92NE`j43k~
zW$4YR){n*L1-9g^4S8ZxKIlraD)QbL^Hz(2fu9y?<7wD_AsKUh$6}wVJA_d&Zyx6N
zubI*&({tC<>$5^fOnr=2XAB!}28@uBMR<JgNrf&PdEco?;^&C@B*pO{7fEW5Rl(8R
zPfwjsJ!h{r+v5Aexw`~pM)b9L*<(`_ed)5A!Mi>EhL@W|)`iiiO=i_%YJyhkhs0Ba
zg*^1{ALhPqU6zBouezB8tziaz9wdpcr3UrK4qoINJ}}ppb366HRmIgzi$$W+>kzx<
zLHD#{E+`FZ;>+gZkp8i3{(sv0s;Io0W=#SC5;TF}7D8}$mq2iLx8M-m9RdUh7Tkh6
zFYZq8;O-vW-EErhpR;DpnKQHIYSvtwizKkKdw1{Zr>eT2>RlDoyO~WfE~asipe%|Z
ztn#}{+^9aR2!_<~9Y;oC!T8RgZB!*^eD)WDkfXEAHd8!%Woa>|FI1If7VeZikY8#R
z-zp)=&;w3%MCvOd1GKo|*4(mg<>>fMPM#VAbVT%D1n1<clWqw(l_W|qD3~Lgihuq7
z#3dNZVCs*x$V~s!VE~1rchNaD#vb<&cd32yK9wu;Zbq%KAVv#s5-Y#iGkiTdJa<d7
zUO<IYud<w;He%gCS+7y-bXlg-uo0FT!GVy<!8|=6bro6iu4*nTsn!I2hrG1s&hwS6
zWn|fHG(!}=rhS^SC6x0$X~YZ$Bw@bw#AB(m`GQl{T!n$Jj#?Xj;KM`rhKB+(n=CU^
zq--3r-Z%`*P9duPX#*76G?|@6)&So9N@EivQ;I7pIeU{{FG<{n#b!JA8l;pbLR{pj
zvyle(wM);b$S&Hq+My3pr8#@YuKS~+jO!I4zjr6ujH$|(UUbTsx$WyoUQC8ctw-02
z*d6!2f_Bu#;jm;4#TU29LWzHYO1CBcq;$9gG0|I4u!H-|sAQ7SIc9eQL->^7OoGZ}
zEv8z<d$eM7r^V-*<CZUY{L5M0QTKIlq^|?=tF40Q$fiaoVj-p9ma?ba567FuFShSw
z$Y#+zZf5=(zwDGUNZK&6LQa)2N7VL8B1Tld(1Nnq95RS*j&+*;%;+e{kVIVGsa?|w
z_44O&gt8PfIojLwoV`DJf6~f+ID5}4l^R1SKAkYyD^n*dsD{*-ybOteWwr}qcj+u&
zk5#iv4SAn#{ql@$7l)G#TjEqhx0V?3W}PS!--G5?$*sWQH6*~F6(YXvX>_1s@%tAk
z&8f`BP^uerPqS3&Q;rSaN~CfVW2UkDu2902<+~#~Nz?g*LJ_(z7xrymlW@NAz5mv=
zyhA^~Tv!m4IvSn0i?(^c%JFu1v%IyDsC04dQ}o+@?VkHYH!bHhlGE~|gqwf^g`@0b
za{EKuJkvGG%qN>4q=8!4Q=-yF!gviw1X${^`fW-|efN10=qF+q%jaR3*m`<xv}KpE
zM?qe6@fXU6pRXzNSyTh{JHnPe&(SfQp_+(MTdRFtNg$-bJA7}Zj`=pi<jmX`J{a`|
zZEjQd1#BuCb4V)hr_OdBr<=P-j+R`+hIsn^T(jOAhUB20iiG;EPY!~pe;+icWCuH!
z;h4&s5)x$z$iJ8o*R#V{TwivJBAAms)^MND<?vhvu6^e5{4qULfV0#OyU^@%`^kF7
z_4~GHIQoU#Ybyh2vF-6GM+kj{H2uKe0@Un0<)H9f8?F>f&h?|1v9Yn^iwjHJ)Z=3t
zuj^HKw~Hvv=%69Xt8c#dLs#fd4>EM;rm7~(>*2`?!Q6FW_099;T7d!CTQashx%8!r
zcBEVDrTXCrQK=8U_UJ<5NKdvM@LcU_Pl@xpo=P2e_5HL({@aG@(A30Sh>ZbJ)=}yW
zbUp=|r1_7gc~Ob?$Bbx85+7><Bc)3}+S~j#T-rV%>338U^D2h=0wey)k=R-HZE_fH
z?p6Je->&0IB0RL~rtk0YlJ9Ra!#)-vjEb*+3?skiBq<-ReTZo=6+BYg6frJy`TBnR
ztj&8}YDw*89Ru~uG;S;`K@6GRGeP=uIgDyE_sQ$U;48Cu4Up2t^z-)@uZX=y*LRQh
zk{8&OgDld{ix9wtj{~oWKW~va|M#>|DRKV)%Fr`vCa(6cv{3(>OQYpKLK1HNm`%ky
zItX{tCsq5yMi@pr<YrMT2v1>|B;Mp5)lt{KR1{Se1#9*fuOSD6`o^>4<Z2GvNv)m-
ztV7~MErL@f)vJm7s`9y%^J1rm2t}+<L$@r++pW6Z#96#kdvj*gcot7?-#B&E=FM8z
zIGlY+_o#6kWMx$r_5w;CB&@tQNNHTSlCz1p8a@!D4-Cu=OZJ+reW}#F@zqBqfZRcp
zpQ@kTx91*Jr=vi7VV#xH0X5miXZP=u{rxN{H2Pht7>>S>E6YVSCY|Yep>Ac<h>HfN
zISFYct@mdgi*uk?ijwR<LXs0<xJZOQE~&5bR!R(ptQ#0l;;+vY3^*w@rPgQWYG!=V
zH};?Id>UFc?w<I3YSZ$)^ai_ma}LxMiAxYq<$Tf-tJ7n$Cj*LxYy6f{uH9i0(N&sp
zq{u^Dc1TDXPa(e*J31*rap=m1Tcw*yqiwiPQ*Yr%BOH4yH*oB%F1y{b{U2aaJm9W>
zUVFD7nV&bB&ABFRBate4P>c6heK{RrI3eW!zVYsK_YmQSJTncGPv>jxLLnhnSc~b+
z%H5#YFG@(bR(fr`OD`cQ`)*I%aqrAtv+5YOdb5uajv5To=!r|bz6&9^K0p2Ph~%Al
zPxlmQ>9hz{R(W(bUNomFLr3*p_%@oOEi3lc$L!85v(=8=$k$iE$38&Hd$j%B$Su6}
zr=&zA`d+!>=d@FUNfK?wiDeWMx-vs$MjVs<IybW*Tq1C!26rK8UId1w>GtablV{?Z
z&HyB^uuMfg@zjAc1l@ha)1B}P5h<I0z3cI+b#0Q$`a_?D`cn$Qy~BWa88><(bw1x>
za!(WsGbbAsT-dP>3<i=rkH7z67;b3*TbY+*QvNV;dq-ahv~wKo-cWjxAf~6Oq4(RD
zD946!!msN)?tZ>2fX)ieRt_lQR}U61{xWmGYI%_VerI;`szC8#nwm4D=aQAjUayWf
zsOqkPr7}f1o7}r6%6PsHk9~h%vVW~QG-N%7`t|<S;Qfx*=k0>or$MA2D&_ng1GdSC
z9oAPS>RMUpnw2P`ZuJJd2E?@kzWP4CUCa$=8fWzsTnfLVCUzf`x0VBTu3j?mR-H_z
zhn+_ZMKPYkMRn)5=^IRc_t05%jnslft(29}B<Sn?bkDje!kqGs5j}lD-DR%&q1(a0
z*5P8SFz2E8koj~{J-3Ka-cXrgixNHZ>Vnj^F7t+q{ZYrI3H3|}x1^_Jf=6djT_#*w
z+=ky8lV_#JM%ITa{A;hlEE_W?CYE3zwwgy;s-7dP`0(Rzz9+f_8J*AUY(AgdhZI>(
z;Ltj>p*T)Q#W52+)%h32$275C>AV4{-hFO9K=^3%CTpj5JuQ^jF_()wMixw{ih|S9
zHZNs0D4#+jjfgNKy>i`JL+ZJGU^^BymNvsfni{V0bKUPMTz*2^L_Nx2it{y#1&^0O
z5{IojdzqzVY4iT<8lH@kb22r8(QBITO%ZU&5ACaZtsIcMG2X@Meo?J{LmQnsnHGKU
zLEJip93l%vS?UiGl0*$2ZA7ZT#l%;vABkY2f1X<wRA&_Fy^Y-xFXin}Gs<Hs!-K>v
z%boctb+vp=cvRCJi-%+2X-&vp96bMkIkQreTI8KWFJ9YzyUtvsfTMPz;624Z6R<!F
zTSO047Tt17LoMO>kq@h{#N+|TA=jrzfqp8bftE@U?MzH}Y-@Kkh1#&q-MFC#Hu|v-
znP;)`8|e|2{j7MA%5-s*R&B}0<~I^^JoHqxTc=|gh17+z(J_Pr-X-)Q)=DGZTGnH@
zu*zi>=0-2-*)QK8ggs_UP1~$z@hBi@%!q7u8{IN6W)MNhO>Oq}MEfLpgA{aiVt=8l
zK$F8oUrxW-yo){C&1EX`xiBPdomcBE!(so~!jr(s$7a`;tdU4<3X_%c`=nXio%rV~
zNlN-=>+I9G!y@ludU1IPyP-)qNj!^Xe$j@ucxCSc*;^8wgqA-fl#rTq>e;+^pFf_L
z?&0*g%tQ+~(=wAZR+Xh-e6Ai-smC!<FB58uarK<NkYG4NHpXmL77Nd+F~_`&-%+b!
zi3tsKOkhG#cP}ZpEX));=&InqAU+64{fvvKR(0~_BAYp2z<XKh>UFc&^FSgIrdp!=
zZ~x}@71ScPa`b0fD-ApeQ8elxeEHGw=Ua8I$ekWWqe=>K!9+-F6A-1r($C0#NTQ6!
z!t(Cu;+S96OIZg#osYCfqJM3K_Z(aH-B;1}GR|n`@;>V8Q{3r-=VbYJ6--{x&AEod
za_ir&W$bI<ihY(RM&v8aS058EsXz=K4ygD$t<#C5T)t;ve{su27nQp6@k<>!azuz_
zb}>(nMowzB(Sx||O33OSPuzZ0?S1ofe(2`aFlHY;d-;B`;E(T@dL0%S*;11>>m6Du
z8@dl{rSq549$t>M@R66FRlhAd(6|;nW7}$PY67)z^<km3=!@WeyO`Poj(S9F*;1i_
zu>%&8IjnC7vebm`N8bL|{|Qy6=`Qj|Sm@kRo1t#<QiJM0aD9oTBHpNE-wSLNA=oSv
zetKBWWZ@^j(^d3dO)@TY$jFqV_em8!O$AWef&}*zzsLPJ(H+Z5{U2EK8lmA`&<~Ej
zC8Jeb#zc+x1opr^KP5QmB=?DvnL8|Osdds3QV@|0tsUf>$WA@uoqzvh*S>mTLXSzK
zm(`DWAPr;qLNBu=*3tn3+WJt!BM5<=ojtQ%tAM6L9?6h^!2ow8*8dah{DzY(Ts@2Y
z@7OBe|442Y?pePYM_+7qN|S%<sLLR3%Y`IivzJ5CF4tB6w=ikPawZQdl$1u@GxG7u
zfqW@#s@A@;=<AYY##4fo)cy{%IqO?nzR%c_>fVLMm{`b)-R^I<a|NbVd)}jR*LO)<
zqQhqB6Jp2sB**PUYE#@^eo#l@sA%-JfADajSwLpbL2RqNjUH+Kb#bTh;~nN$YXuX<
zSo|v@*gA^@mr{P_JBorL{^a`5YEi8OJ7-nFMT~7XC!^cJvOPUVIV&q~3u(wR`Z5S}
zpxKlCGNHLuoRLpZ1Inm|VAzYY4=BhvD)2@h5stUp&&8a7FiEo-Fkm3zm5@&ey^wfC
zP?F^y7p$$a5)-V==9~%7;?~N9z86stoVFrehF5pv%4m{A|JKa}k57?yKdm?>t>pY8
zu|$YW!S6Sl{eRsZU+Re8RcF=@AH~)>_5;TB^jepgj=TfPOC(kVkIVqpo{+lWs_@(D
zCY4;H-XQJz<fIWkJ*<tKRu0);2}D(B<>Db&R^LCxZTdgZ@qPY{>WfA)M^a%H#$ee^
zaj+XQ?Q!@R9~8KEmD9jDfHd($Y&G6M2`Cqa2f2Xi*jp`L_FQs@z%UU^TH4?18N_bC
zi0rN8Yn#GMsibQH&}^V(q>SOYnj0=ok}SXaNmTkt$kKi%b94RVn_T@X+k3r&z7+uy
zg02`D{V6<mGiSrIPv7X^4i=wiBn-HlrrF8E4ivmDV^Uwfi<a<-5(np6`=RZZrE`5+
ze+&I9Hg~lnk^>QH5%7#S7;zvB*jjtAudtBZNQJvGyIHyS-^EiiZtq#T6A_$bLG2PS
z#?DdJsEfO;VvAoady8SH@FXoRYiwq3o9}AfE&1KM9vlir@jv*k8@?i3>H5W?i-f{m
zZzOY>^UF|8q8YZSiPF4Ky3rl&;0$JGS!MJg(5^_|3rRu9&#FU#n@kD2iLTl3)g(G<
zLQU;?q5`W+@$5roz-b6mVgC7;3Q_t*mHaj>oS<#gBgx#6U3J=WKkNJyZ44Q2p`aG$
zYY0DyDk=t-H__uGIlmy@m0234-iheOXMVJS3LQE*W5c2LD6;;W-fg98ii2O&(B?hT
zn6ngiiuxmLsp`IM9k3m*yr+gosu%oha?6nSR32asb`QTL56#+nYC+8_pS#TMuP10H
zUMIiLUCX9`{DiemA?>Y2wbz&v8N8RPPJ#A|M^lU>psreQvYaDJKXYiC{F?XYMO)aO
zHFNa&)rTLMergv%cvfm+I&MEmEK6FWi-zsRsV)p>J1$DptjC>7L<_omI@-JpnvcIg
z)_<u7wC(k18yYgrF_^KsWd4>u5|lS1RjFdN)al~Pf*JOr!hJam=cu^4cDN!|;Md?6
zYey}5O3ae21GA?!QouU!q{uMti5olG{y23#;VCo;Z#6hwAL~e8vx++vW|Vc`W=?E5
ziGx|BP`>(>mX8o2^YF00LKBz3hm&f?TV34ha{xrWx)gg@5MKVuvEC!?LLp=AgK&<(
zpl>Xo1=ZP*GibeXcg@V6z7}}MVw4zjlfkq0u*m%IstXc78kM+HhF96cz(23by{VaE
zcNe(b^4?^_Q3~XBkaANEc-~^&hc3Xmyfva-ogBoXtaxFBrG6*>Vn^h+mhw1cwNuGh
zfBI4(T$OWvBjo&t>uwN^9=TCgBtErXi`c0My1zSfQLs$<h^E7K_`67l&hHouDU7GP
zq9S&9)AiMk5Gs=gEHY4eNouyMh~uR^dt<EzQA#Op+P9GGw1RdGE7Ax4T)5gOTV)}2
zv%v^8&zg{rPX{cLHJW9a0$Uk^d2sl}U$e;i92^yWW@RKz`jgSPCSW?s5kDHumCfzr
z_fi<>DmEurE|8s{eC*Tz(iIny@KxpqQ&{$7xVoc~ydkXCFQvHoKU{KxBEIN_bC~VL
z>RakDFUGy+!&Wa8C8_7@Z))sFHZhTVYE#IYXI`UlH}cUM$46i>(tfYc<>0i-kI|x*
zGydSJ$?5Co;7_GL@`}E}MCbiZ0)b6b;}H+#7Rv%_Q%(mgvb@kDN0j`Z7N+0kqz4_$
zG=Iui@ZnYpNE#x-swuJlP{Ds?yUf{$^e8IqdMIX9RoyZdcDGM_oVwX{gD79uQRh4O
zU?9t{TJ6vOlGX51cC3d-P`eZst~8*533Pw!QIv4OhMFmu#Nm^#{Un{UK9}Djw|ij!
zG0masHnDJg>~Z$X4cCVvvM6V@!qz|;%<^mNfb3)qkW&e-4Gvy3JVxHoULi(%;5J(I
zT3wFP#(sv9%D!f7YH+@+D&jmJ!8Rb<<bqsYcy2i&TIC3%HW^0D`%f|~>b&};KAqxN
zVZMVi>6aKH#B-me-`_NcPIjr6BeR`IzQn-4^};G(;l@i<coP4I*Qr1~OFRoaONgO@
z3%EO(<0Y(P9ffRTj)hGh@(xEu*ax}w_(GOag3%k_&RoAS6`<bBof;t`iFjD0;mi*X
zLehI2oaE&joQ8kJ%HZ9p9!JalDN19oEP1ic0gC{(!}_9~`37k;U{TDqX)nj@P>1J1
zk5rP6Pw2ddbzWZz>a{17!=QCmZeP=A@*m5afqTE$u3+BREn~STJ0gD<x71FTu0GFb
zVZSTMaF5PH(wHNYzQ=CZOW+@G&z#%}T7dG+(B3}E$#2n)d1js%D-9ngGZnR75v~uG
z@tIdp&Dlvzh<DeZ+4ZFqsik)PNK(}nx(8zkI0%InLbSx-$c68xI#sKo3F*Ql_4RBL
z_xMx0ky=Mad0dsKe*X1^y74Rgb<w}qNp#yfEi}oSD><l@!4!_^XM622{)C-(tdl?E
zU-q2q*$NZ(r*g}b3<j)x;%jnB!)kzQF8_yG%0)$V*++#<(9(K^GG4jjt)(%$tTC#P
zqFFCS;iBb?8NX4!KD+jAKIZy-tlXu69q#v=MZeFIe5G_x;iM|0e7uc6ZPMV_X{51o
zuRd~R`(&o-Aeq}G=O<pz3;a;QU^pw_kpf#bD^$ai19O4Jc9X(X%qv-G#0~e8^L;9v
z+x!O4(MINz7D86%Nz;r6xwix+da9?cnMC~^Bbq%7Y1H_;=;>=EUZhQz`{FXZ6M?X_
zRn>3)_9$|s3|TxLUYMDgUEki;aLBs2aPZ$B!!)~H+$Nfne#XP5XV{X>`OGulX|_((
zp-;S1uZSP9({B+bd!u8GKUu5I#SYHL9?N(|D4c|x14CBhMl^Zsb?A7dg(0XEovKXC
zC3pgh*`(Urx$H#JK0Z`Zg%*CjLw96pP8}GqK8^66?WeySmfaOb`E0(vTiPBEz&*0d
zrmsM%>q`9fJ6K{b{MQgchnGaMxk!K3syEbW7^Z)*d5qZH2+LdMIFOJjD0<FS*14IA
zcnCWGov*A_0qG2`ae5hioK&7%he6H)ui16AW0%!`I}6a~MeN11qi$((+VxL5=~1us
zDP?e*|C`M5s4}X5(mHd|f<FJBTvBj!fGts#$*atQ9EW7fQE)XNJa=p=il#Cz|KLNV
zU%e)7^Gu+Xc!De9mK=^;DaenlkKSFfS!^*>?+|{;kRt?Swmm)PoBlgTs$WgOf>MYQ
zn05G+j97@KS1Mz_TFI6UZj6yITC_k@1L>%PERy{vi3+^riis3rB}l1aS&oK#t!me7
zIBYoZ9W#`npHn^9T1K->qU>H}swgXGjGA&aNVJMo!^2~Sz+z#=H^97pT?hu%SuJU$
zJ&9uOu6*F+zDQ|0Y72VNriUQaKA(gwv5YG6^1n4uu;?h%C_Y@#cwMcbjius?*@N;t
z+D!ZCvN;s<j-P|Z(TYPUK7tv)jVr~){&`s#@Up=jtLcS>g;@|{b0uZv$qT?U{@W}5
zc~Igenk9Q4!Nn(K4X=ay1owL9L&bfxP%hM2%zs^X`&Uwm&v`&7DPpoZTO{+JfoSV4
z{|6(<(^iP?deY&+w`8@RlIO;l9pS#Xr%T9mGO;`ioo*-p##D}3KbxJo+p$Ynoj2Us
z{0j>CkOtJTgR}lIvc~4ZhGc7MJim0ml8*2?I(Y)$RNzhY1Juk(SR(l{S4U}}d-;lY
z<J+6g;QqL?5vrRW^yY+150onrr;UPZE5~uKry<Tq`_9k1Y1Y46Aqy7I(0y|t)NW3$
zU(G3gXH5x}c1UCPM#X}cV@Y6{5EsQ;cW9aY-RYt_;_&dU4tsN68nvv{j);D6O2m`F
zI(xs&$<ntaf3~-3d;MGns}V=3YnyzB_huqcaecd*e8NjbYbCFa8g7*65N<Cf-ked>
zPaRO`8;7E5J5tGPs75_H;*9s)ipf1s!RN*(eW;Yqn$ms-RgNIsOoRDpGCB>qR?+R>
zOB$Kqw_Wa2tp=Ls<7w~uIZi!=7adT;qUNnm-ygDBFM)j7gt%Bbvb3fro`@3rJdc|=
z9?i-$-udw6lR4aU4p)vFHOV}?k0L1h(7!v-J#D#Cissy2_+TW59FH^{C!3~Sn*J-N
zJ=a*}oVZ6rrGLxfVghel{J9_5*rR6O`qL;o_Y;8-uPbl0&y%sX;Ry0ve{N$VB@Sa5
z;?t7q_m0<nWQVuP`i{rf$tL+#+&4YZyeIpA$MhOHR<p;Pc0Q2CO86?gc+{R;z?+Q)
z!ZVbrBL@w;o5WjO8X8%=LdYK0Dg_@;)a9ecK~+Ot@TUVKmIPRbpgll&J3*TuP~Y4(
z+I6Fxt$!C_7ld9=YlUQY8F}zP{PctCZ}N<Bnv|3{e<e^SrJ6jHpj8a1$x#UGIo*_$
z8PCI7d9J%GE@Q#>?dA@Ko_yNK)LYuiJGoG?wKkllR##5H5xDhs#{HQ8EQCzJd8ho&
z<A(U{<R|k`)N);?wGrY!v?(~ZDJlMtIDm3-XIV~GS2FJrF8D1pf6haN1?&AN{XR~D
zJY=~)=OiUH(|e=WUG}QvuF*&!zQK&k8Kmvs6PoR!GVa2)QLaAlMGk|paFn~SRKx)j
z?_c)_j3<i9hRx}0>MkNAmu!<Ip~g#<vbC{xCnReOH3{lk*)*OkFJ2RWpVuu?KjTmu
z<pop%OJDK{NmJQu%EyvEgN?W^gx422ws~;$tn9G5e4Xhk&O#SmO1^xm&hp9+HdLSf
zIs7giSvJ?^<Ykas2R>OU$~c53^HJra(>qhm;lbQey_!22$J|$z0kCfioTp=8Tc~Vv
znGC^%Z)6^P7dLZ5(GfJO&_xn`ZyFvV>G-4BJ%*jTl{LC5<0lx?%bR-WpPEX&hf?;7
z_Ywi$-ohlK^r%V-{*&il<AZ*+U-7cCAXZouyw`!Bd$VoUc#p#d&=``3^w(h)j`<$$
z2E;&;i^%4L4gK*rYq;U)yxMZTS>D`!d5wtdSCgmv*3jG2SsU{zlNv0%K2O?FgG9@N
z8!6=OFD9F7t9k37=p<lun<t-oN-CbMVJC)SjFy8I^KkaLo%OAUlZFOvOAGDQNI+oV
zSqCcr2t>8i2@)~B)4AiIpsXxxWJGFQnP|1xP~DP#-J8PiO^Aw$3aaAT+S-1~kV}`V
zveYVmek@n2mLBQ<mD8G&S^t|dBw7>vY~2r{|0h>>Am(=ZKkOzU!U)PPJV{^&@uvd6
z$)%^M9fzrhyZFzS`~Z#9=pX{K|F<i|VP~u*;v<Ho0h_Md=dTYVx02~{6uVQZg1~tM
z?fLpoI%UdH$Wg^=)!DoN)J=@U20hhBM@*DJKSV6L^htAD4tx%LlwUGij!!QkbB+-0
z;kgkv-qK3YS{Dv%Sq0a0XmS*Q4_I06jRu{;`nCClgh(#lqv?2aDJv_#!^Hf;mON_8
z;;27qRhy+mRoXZ*<>I*;I5Fob|Lnp3HHh`Ue+6x9Y(!Ppu=+bXva%o}lu9Zp&|2}t
z+F(lPBNmWXL`@eIcWpSh^2r3XzEsZce&_c&-v$n<u0~wV5<aYy4=a;o5*1P*3$(Fr
z>iJr=0SxeWqN>8LzOp6zD?N(^8HgpF4f_uR)F_TvDF9i}UN8uOl`x|z0FSFB3&L;U
zHo+hn$@YH`=)Ya{v8V=}^MZ;CeU|9?7W)76mj9&H|8hx5=kP~(iQh9C{NG4Nfi>4N
z9{yeAZBhnQ08o@l;lkkO=Wl9i!e%vpr&()tux$<!c(+`C;B`CS-Zp=3pGhFDcHlph
z%G+P+bwPc4dV0O$2daMlc~3?4V|&}Q=IiWfbjwu&qd@|z#gyzV;Xj?KN=%MoyouMW
zGJVUH5>BgGldb}Jfz9PWK`!%4Z?!!j6p#I|!U#BX8(Z6(dI%L)#*ZHeT3T9V^9OZx
zbpSYW6zhT#p!aFA9rXi4u%_9YDkdQ&&Y;VmN@BMrtX*=W26Mi@*oYM%*apzIGnxfo
zX)+9#o}V9NHlDk>u_1hQxafMl8pxPD=xDS*TNwxvg)J;D?o1Wqfg5w1ntlldqGZTX
z%+y%o_4f8syhAuWJ1fl}xXsMUN@TUb1UGfh&nE+gJL%znEN|l(j8#=o_@+@zMoU|4
zwG>F`7DO!ced6J+Jphp+wvT#O-|K4885FZL8qbv$a7_2!Of-3gg!H*|n%V2#rRC|-
z9qRAe8V;9(sow^Wf|!z$66EL~|B)8%KPi)2SC>#x!E}4RV?SFZpCxiKXHm+!{b{k$
znVyo8k_S{2nfb~F5|ahael_k1C-68Q75%#0lF~!yj^wkjpw%6U(=n1EbaOdxeX|}d
zJJaOKJj`>3<Oh$Mo0<6yyt>y}^0J(~yl-o(H^hi-qxotn3(WWaOu66k)8kdsaXaGI
z`5NT(uG6OGW*kmC!^I|<yy!4IcDwBnVmmuKsF@Z|?!&{w1+TjU+8P512?YDifz^kr
zWpXw)OrM*xtxBf@4V6-z!EgfZ5%cO$B7VZg#i39fW)7F*_aHAQ0o2CE#@EG$*aF2o
zot<3tXZt5B@co4YQ#Ef~YHF$~%M+e;(<f6?3aICqrlt-d;C33xk;H;Z^?r1Hu068k
zb!XY&u+v^+IsXhKkZ#Q1-=D#3?BnBE+7m#`h$#z2tOURi_yNk}a@K@4u0TP%1u=|>
zKXohB9mOZvsv#JBMVI(+cV*v0;9RAlBPE3dWDB*w+?rNcNOf4ZhQjx7u1M&8f6{Q$
zXk}$JSkoIvtC_&($@N^^W3Sy<UjD7PxVQ(X`4URVi|gaO<O)wjMC5cZC+y(B($dmW
zq}>=7fQWT^<o%TV{6tWyjCu~`StG8^#MBN9&4s?$=gs0lh~`=zZ!M^(sJ5qyH5V;V
z0%3r#W-Cp078}{wlEZ@0$xjE_m-Uzu%QTA5kCt0!PfN20x*I@8E6aq0gb7l))Kv6r
zY|niuXlV`HUhE|@=tBcMZ|FYVs%opHa64O7UVv`{N%{CvfBt+!2o5JSOrsL<NhvF1
zto1}#GkA^fI7CH9cO29%4|!fK_J|UBb^;))*IE%UGBScs3fb>;{u%cU(0)S?PtTL%
z<7dMgFMS7It{?QMUSTL+*?+Y=3F+0;ay(i}K_{0v2K7&pIy*l<UX*$R73@-!<?RBM
zb4I_UXi%M*S1IW{pHV|X`ba|Jcd<8p){aR3hLCV5D}t|YG)uI1V4#S*c==uB>;McZ
z&+i^0?|~>%Nf)3-xKhgvj?`XWUdTF-hbsWO;l0w<q1t7y{;f1`83lzg<>ItwV>cH8
z6sfzbE8t|U=j`$B=&W)1p``74Vp_*Ntf+`4j!t`Sy@Gwog~VhyRX9h1b^C-RQ7V7Z
zyvBMtTrguLm^?K<d8!V+_C$HDICfS=RY3<#>rvAg3MVHgfHGW|NJp7|hs$X%ISz--
z`%j-f4aOZE9Sz?dwaO|fy#qOL4bQhnpEU#tpW{t{;3p?1HejeM7VnLWj2wmNz9Zvx
z`@Dcj0QL(^@@sUmD%Xd940FpmG(^U9XDsL4yLZp!cT{yfyQX!$2Z0KAJWtHoF#qzt
z9dPvLd(#oU(d3o(TQV}KJiS108qUJ*pok?UJ^dDt^g1vB_Z#%yt3bUwzLZbI>N8-^
zw0iR|dz>MwK&mI1=65CfLV|<!`{QVV2`;fx>&zC97L$~;C|AYEN4#P-9#{c#GXcH<
zxKp$@Z+;i4SGwGv^Z?WolamJmzy~fhyDQ4c$<^LJ&%@=xd?Je(nnv+u;gtNdw>S_5
zn-zx+WcD(PX}Yg$cm_S;8{yoCEB*AX>%h=BM_;KGE4$C<t*q#MF)*mV*-YlN{ri&0
z<M;(s?V=N2Y3n1Gb@K&gWMt(1RqNBnu=gV~P{d~sJ*hf?7bYSShAS*DFAp)QnT(BL
zciLB*FlPn8D{{9S%NB<!{yurT<Z&hqY*-?r0UWSkK#VEygf2cnj4_W7chNC1ouIf8
z9ung9^3#JZR6U|k{^lR!wTghIq`3J}*0-v?Rpf~QA*yzD6<HP^{OdFj^2T@ew<Ye?
z{u4&Ty!Hz0zBy84fFsK<D(W<3S_KDLtu{i^mcd-R9Jj&u4h}XO6IJ|-j`j--ga<Z@
z;7krmlFogct@3Q!EL4T{HoYyhnfiNM%K_`|AF-+M2W%J-hRg_*A@APg-n-X{x9=F6
z=XYq$IV)!CcoL7`2aUWO^v=!_D`xK|%^ZY8&^O1298G1z$G>`QSUTb2wG=hjQiU8L
zTAbA}jJL!##bxM^-Mh4Fm3q{-ljz$0!EMi9{bWjzH+#P;Arm-ke0f0Y9ifXno@%JG
zkWJ=wf&^D9*8}Hhex(6;l2EoMx0rp&&A~Mx*V9L0Q?DPmuSZ|dY1RGC5DIj;-N|#^
z&Il}-O`kiF!oN0!#T&jxBg7HSZwwwd&{V&BvArq%J{#FLR~?0f{L-WM%CEh!qfqpX
zKKtD9WUbJwD&*e%((36)db$juiiPQ2sPPzW^{Qq-AN6q|o!$uCrNMES#{C?K3x69x
zYN1hN{Oa-s#7Wcf;IsC2Y%y3(>BDv>d|BTLYLyHw%XT+gxVSP8#FkN&kR-ENe!1MA
zT>yqHp4V2g>eG^r)32(xZqrJCzwbf4x?qZWSkgyH`9bWD{L$;Dv;Yx?Yo0@>E0u5C
zR_jNj4w)8uIPD`FvITUZd@Q{_<Gnn*>s>=)Hp}<=ktdzVtpdAe)SOx`_FbY)B=Rb*
zz3n)wj-Wol^q_6R=Avt=*X~fa(AQ)fFea2cFAKY{W90E`4$YH8<BT@@bclwfqmpbs
zy0qg3N-AO|KUIe}n^2Ejw7k%69`C`(bFQ%MkYO5DO}~6?<goBj<b<?;c{X_TMZl9*
z&`F8#$AwHXXIZMf8j~oCNi-IY@7IlRSw}Q5rA^;n;bG6M<g|yfyRPwrTvlAk@_jHL
zpJ*}0%jyRZXZu5l4ADn)C0B#Bs2qqx8{DZ3?o10f921(|9bSgvg<AGQnq0*s^Oycy
z)w~^WcVU1vEBN}zg=Y{Oo=(izxjY-OkBTPF`=Tsyqd#=O>qBT!>6KlQjYxoL22(st
znx)|$dtQOuon1#6Hdz>=unDKY=@{}%M_>k5ecIRPxbz?w<4{DicXS8qUe$5c^A!w#
zMNI`@<(MaW^go_S?4D1&{3ez7Rc3L(SCMRF`FDO}9z#QIry4QWw<twxyFe?7Xp_%x
z@`?Urdj6i3rU@gGNY{~^_Q{a)B2Gc0$sR%?zK>{RG`<i2xuTw}p+Tz~WYK=UGhXj<
z@&W9ktWJDkGL10mUElo`m9y4fv?%=f`u;I-8GX8Rb7n?AdxWrWdq#dik5`~CsrcP>
zIN4(h<IC8?j~kU8N^)(h$QIWX3_la#(dr<&uz~EBdaXNfUyOU0)!=Ve6%&c@=8l8r
z>*A{|T8k);=-LazqZ-_pXD^d>y7DMTM45ID-(Dx7RywLWt+BqhS47|*-otS+;W22O
zXHc1tsxYa%(M|5X#O<2!cWKwIoVnkTv4atfX0UwemJ?UjxP{LDS+eUyNyUoG*H{f-
z@d&BIizBw$9XG}ONDPG=Bi3o3)f=kiEhEyNT~Z28qM@<j&thDuf$bzh)xg&wUZ9ke
zHC$HH=`~ZePV$rqRd(h)#o>?Lzz0Zm(L<l$wsxgBHkQBbvIv_uqTkvkb4COLv`F;v
z3N|#}OBe20&8eSm@7fQ4NqG1Z!E!68-Nlw$xgG8xv}djb@09*M4@W|YXDjTuNh!Lc
zL3g+LXzLu1RaoD{>~r#CPwCH)cd?PR*&BnyFq0TrI?ZXe$|1p^G_8xPCSIa`X(IcT
z;*6Ir>yh}}DYCcT1HSDP=gTxk9uqWZqDGY-!fZm{7d~BY78qJf2w26_`R5Pon87IJ
z<E9;!K4mlK(65#=h9cw>$|e{ge`!z2dUf_KeXIk2DNeYCH#B{eIidK3^p7ZFAp;W%
zVeUx2AXc^z<YlZ#gihW!H)maD0$!;a+L*fDtXJa#38F95kMK7~3SJ|@93vR)C$zn!
z6k_mfjt&zcaoSD!V)u*e><;0)gN#An<vmB0$CD#lp2e=G=KWWzGvxMK#Or{Y^0R)y
zP}A2F7IH6e>2)1SoS0CJznl_ug);iR{)lvU@=(MZDJ}fjC6A*^%hm=t7~bMB1L?zN
z@NDQ<Aj54q14>?r5$zkhEj2+4*)+<Fb3{~<e7u*7j6Y$HjG|)^<HHyxkq!5?vtG#y
z3fm&R{=@~{xF^rq{(3e}T)!M=@;xsXvRr|1>2#*ugyzx-Z(um~C~9(_|FOXPm;D7;
z;=EA-W;Pea2j8p`e+S`JucQtRWvOFJz9^Lx#+EgVgdmYxjhVt(yzh+ZU6r03XL%?o
zli6~vc%t!_2{z~yz}U9uJfG5M8Wt2gx?DgL45F5QASlKWT(Gt#{S6}^yT1n?bb(4H
z0Q>xT+fl!VXW>h$XcsDf)6_m?WVNzdrwvDG>!e;oXi;LkczVON9ECD9Wz#|#kae@V
zXn<8=6$+orhDBS8HoEtvHuUK9ccW%PUb2DQZtX8r6ReK;;nS@9m^2va)4IDjB`K&m
zm_KSOh#g7uB&o}|p^Ow^jHnrs4kod@Xdf$XN#Wn<wIii`C^En6Vz{_WPr6W%Z)|8t
zZr`cpjP9sm_>OF4{Kf{00GCFI#nD*Wb!VwxLzR2h%t9?%(WloO9{yUTT7j_<*52=O
zI`e8wu;y)a)@lcj92;+V@!v1P9iHi_)Fsiq{$2Xy%o{kExf4yBa&Og^Rz^f#oiNL5
zKYC_;vX(Fz{f3cE#QsHIouaou&k$Zo2GHlDaBwUASHJj-pqF=l>klvefgBN#na&*r
zTeBD|P75OzzUd}g5LVOvF}{*9xX~ZM9=%8#K8x6KLc1_<+Dc?~@!-fspoGn+42}ES
zv@<CD%_0UIQY;)Q?Rp}OPsu9FnvMcHz6h%^TPsK`T(M^v$9{9nPRr$t@iO$iejkHF
z^<L3wT@!gl*0#s%9nYH%*3dhrD6`2-W#e*ZU1C4$#-{E|1$1K;Q_UvRHkqj@)~~$$
zKMNuT$fT}#3+PLV4l}HRB?3jUI4oJ@7auXOC8-7S8YjYwM|P{^^fTL0SY8!b<|_ip
z=ES8p8Z*^6TSBR3oJ6HleHN9|x%4!U-72`wS(kN*Ulfh7JO8sa&|JWL4hsmYW*_~~
zSMt%-j>vdd_+)1*G79|j5u+9i9fEXE8Pmx4QbDIIcg}`U7EJ<&wVJbKym;K0`%Yz=
zbaFpE6H>UD8958xKYa?2fZeoDG)!gI)*)2?s$CmBkOe<ecLOC-%3yWq8E~PxB(ROF
zVb{9Ux1?DAi?1%NXs$ND%D~wtr|Rdp=v9<$-BPovcC~4Fr1M{fys!~#8;ZHJz+R4D
z{jdfv)aTjDF6!!gYxm#exEc};e}G&b{d!H4_;oQg%<5XnICR3^tw#lAx}-7d=Kz6w
zFOQcGvL=dR1|o4)0JrOlnPRpwO$Jc5x?@MzHq&XJo=VA_H71qp%!Ll)0!snT_Dp~`
z;EuiGMgTLBdn(daLHbX6S$81H;Mf%+=}2T({7&NfrcwFTd{fPIfhM;8;#b3iS#gzB
zSh`<J!<)$5y_Pv9y01>g>+aPi6$Hh_51uw{ZM2z^!<F?4I74zrP4g-G$n$C>FDI-N
zoY$e`Dy-3WdT0d*8`*PplSE&gAZD0+zDN3U`)R61Y0Bf4w7x;VlmE^5xh3SBBq)sy
zq4jS{wpZEru)u?ti}>GUaN4(L-d<xK8Xoj$_SzwSE-m`4rSYQgJ=`+dx7~A@sRPci
zW?R>*ux|Pz$tkZoUnw{=c5oEO&W>5hze`3x=8+{idf9kz`m#ZB-JvlcVg6e_M_C+e
zGKya*5mn&ptk)xfj9=5kzm>9`ZuBBlvCDiBad;J1s;FM?M&K?9gR{^&ehyKvwWGG+
zQ|s-UYo!lA(Y{qdnHLIf;`L8|!s*vDBGY89fXu5F2x;0Tgc0T1&7gH|*G<hS32!Gf
zV(+I8PDLpE;W+w~j-}Q|rw4C^?S%O0lBULrODZF4)sA>nF>z#hXmwbn!b$XnSFJSh
zV;tK;{DAYjlk$w2%hJ_@E4JvZLeZSB1}U!$_p4k)wq?#X0;$z2S@EQw+Fth3+W2q3
zK`<G@8{+={^~<hvTC`ri7vq+ntJKptZVQ_`vx6Ws$smN2?G&BQ+XL#Cc1O{SYY|<j
z(M7p3lFJdwp&C|y&G}1|A#AbCryhK5o6ue%9b<uAc{K0uCordSP{edQ$AQp6d;P&m
zX#5<5v}c>lHJYNTzy?Wvlr6h``?2W9kXU=6sVW+Xc@Y#<E@XoB{4?Fy|0gF5?39zH
z>BEI3xf*~i*JaxI?{%90HwW^c+x>g;@Zb2v-eQP<-OxKMEQ4}28%Ias0;N8o7vOHK
zaX?+#raW_UTq!cC&vf+PhW8y%T*P1p4QL+Q*}ba;d(<q^h?c*0#)C<dxi_WVA@nU`
z5rn*6Q5B+~sB(o-e~H^oUYb`D_fb<NfyIOz*ou$m$v*Y=VLkH_{>r1lytms~&qU&n
zE!6_0B8}?8!)34)G@L3@=NF!Q9`p%wq&`&UcoLW6ZiL1osMctim-H-#%q+3tT~>2I
zMgZ0?j{Z5d(Ze%oh0FQ_jESvr0PtCfY?iog&4ej3qFP$`CPTjpl6BP8dx;*8;oUCx
zgBu&UpV^kD`Nq3+ihhxZHU60{*q6~FA_2B<bj2tp2$^GfV*5kiNh6CRBP2y*jvGqc
z<Qv%2jINEB*N&1|j!lRR8jIy5#ZU~YA}zPapXPjqt!6+C-pPGcF@4i9L-H**0>3`{
z$mBcDWy?|XWkcM<T7NTpf1xsDH?-X2#?EnPOgJMW1DC@l9fg3)VbV1&KAxI{L<nr6
zlRuD<T-=`x_phDg=jMud-kulOC$<A}XTyf0%5hIcTp^xLJ0>ONV7}Gu!u;ZJQ4{d9
zN`O<m0F+}dc2**@N#F3WEGsK3F5B0H2FE?Jf=8n_zP`S0pe900OiXrq`g_O21$Dq7
zoE@-tZ^x?Y$h)}I2?`0ZI&913fTB_3nh)LBycZLSKSD#5#Kn7cOL#wg5Cl}f#bPTM
zk>y;~C?KDoPRpU7uDOX-tZnZu55@r#rmUq!6W^cn$q%k~?_!F(q_9vTI5?QgVf!bb
zovXlLW5G*OQi@MbPDW(|{=~F5id3V?r5x<_vH<IplbyZY8H^s44H!OZT3Trsc$5i1
zR9%2#%v9{`S3m3_B_&h8ePK3ET&ir>L^jsfO&@MA`sj}(siB}yM#VpWQtIoA>R285
z28*bqrj{SUcPoa0fsw?Z|4qkjhjh{XsQIFs%j>?5(0!kg_k2WXuG%6#S2nE#5YA?Y
z3-!3XZdF4m+*^3|fO=N_H4fg9)#KX6a<)PkFvDr7Ubki`e4ZLnEY62o%_rS>Nj$C<
zY?gD`hl`DS<FfqCxoJWwDsiC3asi-0Gywm3-(Q`VmuCTpA*ODzD7LRN>C1pz`aVns
z12wXrVEjy~u*}z5x9-L>c7usw*<EvM)=^YcGyr@=XwMoWpq;{)O8PgLj#}=lnhy#J
z3O0S=2^qSv71h*CKPGkrqTXF%VPWBk8(-{Bc4HfegyZjU^O2MH07}Dt{m<Lw6F^im
zw6(Pvk7f#k|9}3($^Lld)AD09xh$?Y89n_lw!uKYe3n$L)ne%M-UR`(<E|1q4$kZf
zmz}-6w2e*Ki3?AQWt!(@A_(c`HZ;sRKLP$WDKr#myxKz5{&HV^xg3y{Y~XopU|4c;
zdLI)rGc&miCQBx<4e(I{)xq>0UFPhuZ~i^I1?2Xf6%mKcZ!xB1c5Bc89Sh4O)%~!Z
z%fhB{k&J{StL=i6lr#}Mp4s)(aJ<4ua+zbg;u7?LE1sL4{u_)I1S+I};^TSz+EZ3h
zG3FtRC@3ss0$_La(t(0nFz2Y83v~eKF4nA_@`ZulJ)owdQULX?Co+WKmutXxUR^ys
z7Sko#QQ4pl^$v*BDQRi_YHx3UM?gR;&gK2slpSKCf{uo^>w%;oAn+SwOHoNF+kR`P
zz;eC@;q_~IF|nZUNI01w=CwUjZV;6X7-{u``PykfcNPJ&Lrp=E-&THmc>n<yv;dG*
z&CLrp2NJUYc}300c+!xXHE-Rzc;yM6^KoY&k@?iEnTn21Wx2(358u1`LVOG;EQ?X!
zyPUi{h-@0)bkijvuUo$R)nQ+6Z{$bM$D6HR%CJ!BFFFeYe#zv~zoB=0yuYFD)+z>k
z^|EGvyj{JP9S8nJjeD~WkdH)^j>{_SbCGk<T;A2So}Pl9Xv^)hu&~+IP)bWF2v6(*
zjRJZe<8Y$j%l~*S)Q!D7e}W96d3}R}%KG{lAfk~)Dj7$?#id~}Ra9Scqa}V|63KRs
zuRRE0UN|ryHJHY)3q)F6c~m;Z_jQH=m?J3w>uJCVv$`Cwh^Qk%K@GkxH_s^1ZZrp0
z$FT;4exCdP5fM>Z`7pMp=zK7j1L8GQWMsKZ2_SSe(&h&bM!z}lbh<8nu-K@|>wX#Y
z5#%Va*dECMt>QaYfA*{uFpGTsTI94pBX6Q9q_4GC(s(#lZqT#tz%>a156i0aHI|+x
zH007r*-1&b(!V(56B83}0qco}Z!uY@>~=QDKH2Q<ES<pc36JfooS@)0<AH=#?oAQC
z>m^`60gXP_<Z7RC00yhttb3rowAv8}Omv5{=TUW0^X0YeT6gb(6GXew>FM(R1(az?
zkn(e|LI=FzIACSZ7oC?2($fV1@5tqOTUAj}v5SBAH-z4NIF)y<#xfZwYr)Kn8ZtIR
z`ceW2V>Fx%amU8R<pMBS0Ar5J<5Je%(cx)w4tUmTn^i%}g*th_1Ba!${CzEcn&L{p
zY90f0F&Br~cpKmd1S7^4>g`MG!h!jvBqI|6)`E(HLeAE<9K@DLYUgRisc2{>z?~q>
zM`L7SLe0TZH>CSVw{OS6{BLKl+g6IRl7d1e2pK&))*m4uX9OS+hF7fJsB(98)EaJb
z_he{fWVY1g>UPw8bq?gXcQLIy4d7bhMwEB<H?MUtiB(cxU;o+bgfe>9JBgbww=|=n
zqgQ)9xY50Uf?7cU5(2ok==y=7QE42uU{y=#c`onTtOImw@Cwte*x&ypF9?4%JU!lR
z*wx1*CsTVr-SVq=dwUma)his#RY%VsO!=Ym<&TWWS<aNTIUj5`xt_gy`!-{J-7pN7
zRRYX#0|*u=>FCgj?@kpbgUA;Pc-?A?X&JCGPywL^jOn*;-lX5(dkBk)Qgd>u17uCe
z@;_vEg<$Q0nn$>dU;Gsm6wZ%3Q2RIR%z$UoDAV(8x!r}h8Gxx02*IQsgD3Jx=RT|x
z0y8TiE<PGVsp!#TXkub<bGq^5bRCAxC<sC{(~!~@s@nPDzkk1gP)TXq)|nkJ#2O6_
z1qcWTEWoKlN*)wIc<<8l2MiQc{_wEYf#-teXD_c7FzcmmQl&c0pax)Jety1)yOu#{
zC}UwkfxNPE?9eYx`|+i|#U|HE;2ZOR4}bv2%)Y^x%xw@_2!Tvy3L`EbBqU%1K~D$&
z?PdWSJAjor7+e_JCJ3xx;Nliy(rWx!wYe_ofrVO8>GUpxeq=Ej!uJG$kt9CP24D@(
zK@?$cdo&A|$xtkde=3qhw90IpY%q~olv<_8^!x<Coi0duMHVcgCL{PC^J8M(J-fz}
zlM}G?xOxyR>SnQ=W1-b<P@0{cMb<Guf`X#^%jAPM5)=OdO10ex3d(2GpT7(m{97HQ
z3<U+H7NQ3GfBxmZhqQ<C1B=+(Ma7F!Wh1QGxB-<f+x#)N6P`a_g^XugjunJiTbK%x
zFA_R6e)vl`T1VfP<g^K%ZF+g{eBZ-!P@F%KtJ+>=*ok;scR$RF6%Ju~l=gJ45*u&W
z+zmLN9ox1(m+YdSJ6A~O8^SNul8qiB0L=$~J$Z-A%2}ACXQtifF>w_sFLn2YxI-UJ
zrRSkf@O_j+u-$7_u^ek69z{?}&m@wbT8s^JymlFvSt7d+d_UtqO#+o(Z^MU%t7PKW
z*p%s;1)bw*y_2|grsUA1Fh)sG5*l~6Iq(*A<*hhmJ^X8Yaj3s0PRr@;t~U1e9>r+A
zcvRH6Hm+}LFR}#DYU~|QrDNxfUo2~ygYJ}{4rDzcv)1dBZu=~xx?W1I0W#Wk*Oo>%
ze8o5KRk^81uhQoGYBtPt6EqL$##-p7^DA^K4yRByFyN?GSJkRp5~<Avn=TOW?!l51
zEVN^wp`q80j_AR$0-a<iAI&&sw@Ky(`(6D4>7pp+<*{_9LT_Wo-~6n5I~lm_WzB#{
zfUFM~)*DP0{`LOoNIgFH<RvoRKr_BHO~vXyz+C8IP-@I+vX{s>*5r8>gYR;N<-|PM
z4fP2M&tZGy6IcUxQbDDwA2W9+<fe9p0r;r8xLhko>`X%9B_t)m`fbuQ!Xh-1QADRy
z6^l*_*nN2rAHcQrSXq|W(J2AZQO*>ZFBniZ{f+nL%367n!-cnZcaZGt&!Fw?M!c?)
zy6Z_aMpD}mOqr6UKO7t!6<EvyJ7qpuh+%T~0%{Ph+zsab{@yV3MEH|{fR7ek{PTJM
z8=InZS~CCdllB3<1c(&^$BOXkRX%#*OKPArB1LS_Kt!DQDAlH;g2cqcK&urXD#g12
zRI5L_?Oc7P;4BXIMpkX!6hQeH`>Hj6sy0!5czE!fel;aRY5OC2W2`d&@$vEW>Z-Jo
z0LU4meC`z;@|2_jM%^r3n4%yC)Cm3?NLV%-l6k2<Y!X5#Ka_yIU=bUWAejF2lWX>i
zmjEz6)Wj;_cRgAl04S)b5C8Scf5`ygz>e+WC9Yr3T4eu*`K}p2MtbB8j)9b->|bL_
xT3TgrbVX4Xcpa$epnmZ8f5GSfLlr81f-MXc#P#+p=YF0dabcOyC4ze2{u@#B?gjt=

literal 0
HcmV?d00001

diff --git a/docs/images/serv-acc5.png b/docs/images/serv-acc5.png
new file mode 100644
index 0000000000000000000000000000000000000000..0bba195a92d42e51b970b10251592479c5504867
GIT binary patch
literal 55788
zcmeEtWmH^2(<V-E3lQ8TxVr=igy6y5T?Th|C%AiXcXx-u-JQYRbxGdcbN1)Ad-nUc
zb7s!HbGxhhsjljt?wY4V<z&Q>;Bn!>z`&3seu(}81A{32_=J9f`FN7<tqc6PK-mjR
zD1Q2Qd3-Vq`S_0G@LknG0buOltY>EgW?~JnGNQLPuro5Uwl@VhoI`dBd{kojTS>&u
zNYB9xU`?!OW@QAX=xAhbsOL(|!a*zpa5A#eH?kvUVPat;W@6@H=ip)HAQqDD+;Uw8
z10x2L5EW8%Nk3Wh)KoNjd%wiygpENnnH~82YZA)7?wdVJwKPq+k~eLGm_|dIvbyKk
zuSSOjb5_aPIyQwVQ4FaZVFk8JWDIHMeyG?B7{CSc7;^@ki70aK%i9+@MQco>vWe@<
z&C8+`d;5%I%?0*zZcu8ThQlhl_>LQx?nbR&N~tUw?jr=slfC@<fU8HsRI)aspiHaV
zH!mzn?20|b&5bX!v>|R(9B9{$Fw2>YmoCq4s?L?VTd8EG%T8PC#PqvF6xV}@UKV%M
z?;dTCC+Z_Tx2|l>&){cPYhNZ1Tn+QB$%2tZkv)>J2v?Vp%k=ld{2u~u3$9Nyv32fD
zcf~Pg+^{MZA<NJ5C07bu(s@OV)v-F+Jp&4fP;#nyHMy!118Hlrznk!Etoa4Kj8AC^
z*6b8fWsvD?cDt=S(0CzWb&fkAnEB3+jl^U%R-J|fS<Al1F-RX@EC!+qe<CrDF_|}G
zKq#2oUWsBjb-qw~k~RF|e_+?YlIqkRYKVY0!}{ozkJ;)hk_sy*ybDP%39-7C^kahF
za&)nK*^<`j-i@t;EM9x9W$j6*Uhxtd*-CpPC!En``@T!i^{7MKbsM1m%h|Bnc1?D3
z?TcV<p6L39@4(qO#qpY24RCzzrHRrX;q2CQv5rE^&3Vhq+lPVgEr3(QYqh_D9Y-~c
zZ<51GB1r({ryS-7+&-ePl~@W%d`GQMBmsZ%kL+kKK>xi7K+PpZSN>;Hz-Vk0&A(F3
z!~ms#^|orr%i#arB~j=p{gZ8?gDd?f*JC81`d4=VDuZNC$v<5-YX2owduA*tM=gl|
zWQF5L6)G1N9C7|N96+5U1^FLX|EEg-AL9G}sy@8>U-adFOJ7Y~gC_pBkkC~7zl*c~
z7Ht2e=x?DZGaf`VxXDe&1q`+D#uVA+;XEqiFWsqsUCBxg{ez;de+46{g}pmbPMl!I
z*de`L-NG=0r0l-~d^Kic9Fu9iG=h+uv6gy$R~tXhisVlUU}i*1_!zUzVvXjlz|_$y
z&h4S%<B3;|%@=HfmyG*P-ss}=dzlx*{nvPe&vQqFr++GVM1W`8X?5$7_G2o__DN9&
zhKjh#VD8AF*Kt)2_&sTr;;6gw?$8dNl(AGO2KsicW9I`S8Uj&C1%J3Ee6KOl2l)qA
zB(E9h9Vk;m8KcM!ccmFKZ75m|a300VJYw2n=_89`0C6r&6$rmD969%A`7u&TV}}J4
z7WSG_%nv;@Y9zE%#I)xm*IBL_C}L|C)NlRfl!4>*Cdse%DZW=PuKHLRMn)-Nv^?<>
zefi2!Jm$6woN7}!9_#OSFhsqs38#WOO`pfF%RE{h@PmJrEI1tS@yaSQqUzYI-kuBi
zka!}Qf+=E9))EDc3mxED$W=JzHInlWPz7Jr$$QV-pDb{E%JP3+s!VLt9ie<K8o6A<
z!Nv=AvmqKx`|_#fu^*%2j}jmV`S6wMnN$r)0OqNk>o-$p3&RiT*|lT^&<Q1rayj{q
zY{HDip+}lG$zCg4)Vp3sRmrZktp3jWavS8KOn3odvP|*k__kj*Z6O%_{kywbE&Hz9
zifF3^ldI)e&adKzN=t8&Bn8tPh4+-(zE5@3kN7;c2Yf3ZhS0kUa6V8t&<h`2SNh(V
zmN%bB-`b#OdBqCnnQZ9Wn4B7&6KtT4*6ENXqnT~Z++z$is13V#f6*ZPGV;d+G3mTN
zQRK>xOWAl||L%h7CI%eQZPf=$PPQQSVvpt5eX5*e_m^kBv94eUc^{x_uc`w{gswfV
z8MkqKmo=gb4dTo)*Sry-_#E`itBwc`YA&<_3&zH>9|thF?Su~q4KKtG!`xH}{x|*_
zsbWvD{aQGYq_ZR<4);XHOH{Y#jbkm8E;t>iu9kiX<3du!eYtm{^o@S{UHjF4$B92k
z+y7vJE3$v|*OH0y#rbS>w}=~Rk?N1|EHQP^hmss<4P*)CYH}m|!K3`aN%~kJS==di
zFlg659+;Bb4W5giy@lP740S7s*?b%U==Rv;F_*Lt&P=%zjAc(J&`@Zi5YJJ<KP;*Y
z^X*qr#SW%)9{Q)#Z0L9QcZEx>p_HrNYibOF&^)JoHd3VSo{<bkLYTs8&_hFY#P2F;
zmO0i!J@mlD_;nk9xAO%xAuZuE%6*_r^PRY(9D?mq*CWv2l-=2|V0XCZl{t#i1T}jc
z!TBLGkm-qVP~LoTL(((dAZEM6M_<nrs~|yivLb(usC|RwgZjErMozyFQQ^o*8jMI;
zrZ()gFo51j6Q@~<;;Tja<;s%FE9`nvAKo3^e5q%^65}TVnQR+hyp14O!Ya}fP%Cx7
zRw+71lDNUH<0fTZ#_+}%5@SGY69kSgxqEtF1NUx&$nRk%@ko=|XZ6hFe!%Q-I+#t>
zJ4vg%#+Kp@u%39}bk8evXxAh)MjmwO=j1zHC)e*(7vHzV3#&lVlkFVxi4rgz#~UL(
z&yjMY99j~e0kN>G2XA4(qW)2C1Kd%ev7-ce@S*yP-$r48Nm9buW5u*B1Z<m-D;E06
zE;V9=J`OA~c&G<VUKjh`SeKGKkH+*hB_+-XUj>u>V3yML&=Dk#?sFE{blE6IL|Po`
zYn+A)nfzT#8Mz8U&>fAmRsR-Lx=aC`fS<J{x~#%XZn+jcd?up%g9rxsNGRJG6Qndo
zsb@~=dmcfR>&gIk?jfaJm|0~{fYVuWz$?nMySEPI3TeU;npPVU>7H>)c@o9PfhB(N
zI66Q}8wsSaSFIz#Q}Bg(|DB2G!U5smaMa*hyusgl-65&=>#X^#cdN!g#>lfO)iaYd
zg`DB1?pno8k@njcLV`_v-khsbo#RCT5CzuZ0Mp^{H<L)KWZ;1nLCVbrA%101G!_-h
zWiR>Np2pUU9{!s*fTcjTe}hFTE$=}$^k-kuR=~4wej76|v1<k6j`!Kxpes}Q#5=c2
z%&Tvb;d?^*APbF|`_a4^qU8Kk>vzJh#m`I@5OCh+P>`*rw16a)y26?)=7eayy+;1`
zj2V~XG(_Mdlk<bAopwf_PXp#`Xh+zaA!iIOXHo#so!$(Tfh8;rxC-`4rpRit*<xl!
z_a^dq(zJ1>Xs#FH&NFN-p$v(W5UE-4ST+J>+4(mZzJp+hBC44m4=ld3?Ua+j)7L3N
zq7Kvwmv@%i>rwhU614L`TSVRmHVkdY1_}!&(iyCz8E@J{cca5J*X`EEkUXbPS2i{m
zE@)3!+UdN-`aKx@PRJ?vb*9ImRC0#RU8z=}$0bF?TRx_`g~`H<>-O|96E&ytxP6WU
z5p^Q52AbMD;RJSz3EP7^7{rz<NFROV)0!IN=&<6+NU^b_OI4Mu*a;<SF2~G-6@*0-
z+i#vIJdV~~2J{(lRhzr6SOEIX-$=OZ3X|A!^a+)q%>zb|YD&32ja{B=_>-u^rP#Sz
z-;>c}y0se0?IJYt>si-ArNApunQWd&C+l$`>3A`6B6%`5Zp9Asvny6%4~BQ;V8<S4
z(Q9023JxL8yL7_GIMAb7N6$uw2$bYg%VAum+{`FE>M5`(@P7Rjv3*cj*a5xSsKd6H
zN+Be*1G#cgToY4~QLvW(3%eO{j)0Kp8(?5g2os_Bx}bW#oeCh6F_B)4cF-V>R=WfN
zy+ke*zGHJNB$dpb^|cbWnjuT<Bx-u}iKbwOhGar^`&td-pm2=X+zx*pHi*@69&v#0
z6JDpfyIF-)HO?}k{>z_YsaF8tM--(%?M;mVi7^VKKh?M%Fwad2FE_aXyrokh@R5}Y
zwRnQu+?dogf2D>96b}FlNM-aERtD&+J%P_SJzU=`;s8^)es}r9kz2Pu-HFKPvq=PQ
zwQ<`E*bm(0P08Aau9!oY88W0w>376zWdThF4hV}Z@>J9F{pjN!mLwKi5J59)3OIAU
zu-AY&Q?2#xFA#Jm8vyXKmsrPSpYd0whH*0175L;KZbOpI3J&Uo(@uQj@SqDch2%@~
zFR5+hxyB~h-gXeI#?tz7-;k@XW0}ESE%HKsE?_*KA?|zMQSyf^pkZc(!Yj?&ZVm5H
zuZe5&B+Up?svY)fWQ}djEC^TAMH?6#-axk|w0Q_-y53*MKI!!BK0bdUV9DgJr9|CI
z6I%TV@}f`MXR-3fZhvR>f6PLpn5|1L+H1y+rUy7PNIyp#4U|dnP0^+GkIu+}-%+7r
z0(vfb3W1L&^iONn?KhECh@K{7-5&#nSH7klh$tnb#mvzVi^Uq*$4Y{j!It%i5rpc&
z6*U}gPu-bFt1C(7w9n&mBW(;!>0Z><{xhy2s_yGYLid@SwfxUmsp0txbk?{Yl<TbS
z#vGqa)o&KTFvaurh(}9gg<xEHFIM|Yi`gwvfsBlxv&(AWg9l6=;U%e&+vl&8pN=L8
zSKcf^^x~2{hr!+PnetcfONMEFpR6=kzLhTRCbu#>Oye835sGb<K*d(JsHi<&?$Kur
ztoC*zraW+8Qz4NY9FXcS?9W}e`0CSgb5CC176Vh*;_qBT=~m2b=f6vRHcMTPNI5J+
zxLvdzdHz{kK!w^~j}~)2ruP=X3D;OjW^Q}Cyr1uNPn<!+w~%yRxh<f&CIBEY(*A4~
z3CpB6?_nIlqW{d0+SjgR_3k!sH<GX-ejcI=tlJ8(xV^z=&Wp`1(O+Ut8s1R-<XunR
zr^FVtHieWYkW`mJp#r)yxsdb)HwY=1zIIVlqqT7Vw$-h}R8KJUkiwdLQG{I#N1Fkv
zqdcwQxfSWRngHc&0UrPW2+v5w%zeZX%y|jS!T3g=utiIL$n~_|2slVH1&@+dFS&lS
zDh5hIg&~^)4}mNRe~2NqFQYASKB>Jmht>GjyaCYyS-p#1xDCKi6828u5g`nWRQgDl
z46ff(l+i$lP5RgT-@W3a$DK;|?cu2|)2s4*F||Hg6rgzCZjxJ5CApy-`!47NvPZ%?
z>m%fnk<@dmbkp3exk6l4meuf=G7oeVou_%*vo^eYzUdHV6!#siCw)D%;*BhW#`$1x
z+yu$WB(7H8tV+Ah4#LQX4Fx3EGT)Ky^9chxut4k|t8!pLK@n~R%>FCQ)vR-34e+0_
zYOaDI!qnMycNHSPI3(dcLeDkXsr9>o?5-Zoi30eSliy$4!Mj1@*S8b-DyiYzrheA^
zc+3TzLCT5OWg9wD{+mG&M~9Kxm$}}5q6SkFma<xV45B$ndp08XPwOMx{s_E*Yu9lV
z##%Ws=<}4=HN;>C#rm9Cf1O92y=SM4Jc{%lCNA1HLFKh#Zh#GDy~#Ol6Ev1E8D-$#
z^6Z^-_s`{=225hqE%>(ZCMdE;gm}T!!J9(3p+5eOsvAq8xMsq12x5vD`+RYiXHf{o
z2CjE=QY0?V2Ia(({XQ1ZT&LCatoO-woksqp=g=%bXIj#mZvVU7f(?Wx=EV@1)r=Q}
z8^6c{0j^wKz)dvq?gG8#*NoNzC|wWYPm#IVRwjLuqT;6aXHZWx)K7B4>i)wHx9!yZ
zkcum6Qk1k|0ujCjRLn)SFqSEQP9{;`Tu>l9zcrJkuV;{u@x!uHMIuIs-oOc$Qk(Jy
z7$Dx1i0zrfS(j2dzYEOzS+dwc94vN6-x0hFt<@9FC5nv83ogT|bi7|3@CNAJ%w)TK
zJKO&p<$NG*7=rbEO8>!o4UQ{$oH3Dax?vyv#uSPqG6O`-XNT(P=Ry7Fi0AGKC0~QL
z{94nAV^gIPNsEY;>zJ4;o;U+%W+@iJm1`m^E4mgbu<lZLqnb+33->cXkS7Q#J5_3t
zsoKb%13X%cXC)GV+V1{^$;4PYy)^%PHI1;GoqF9Zf*}1k#W%eUkuE1GiuEAJ8Y+Ra
zFuyvcLWpvD`U(sKC&jhya23tU3->E8dw}3l8nMndJW<hirrC153`hybIabui4QHHb
zrD#9D4uwzPfs|6la(=x`u|msU-^NJjCH<=<iT_Sy0x~O%hQ`Nm-hAobh@kURV$Mk1
zerg!Y9AQb3pdlWViC@ZHxD&^&gFi1d^#)AOfBXG4?Sxf#Eg`hnUa$wAWthpg#e`@O
za(QOG(NHAJ_smmd(w)|HIRO0+tF6*P$@as|S}@DoT<pCE(ifzb@YmYqK?EP{pg~e5
zHf1^7VAN$?se;<^mc=}(Ho#KLMd7M;2{m<~3G=JD*zH~3;3!7&#UJo|9;;fZ&e97_
zoq|{a)l-3UkwNcB6Gd-Gbrd;>h%c#2OetjvfcKV<X-jEVytKE4%2(FF4(_#cA;k2Q
zZwfO?5A?$1G!@rMhJ^4tEycIoKSu6+WPAtHsQk|<xC^vXp0kP|TNq3yDx_Cu8k1I$
zS!<c`t70uMVLmj!#(*WJnl-6QJl#t5@{;Vu_fAEpxH8r+2|_s>E*z<jfE4F?ORnWu
zXl#9G0736>`0eCmpHHV*OV<o9YGer2`MqgGb~qQC!k6P>+uy`zkj9PVxWS(~zzaR;
z-(^r295|p+9l1{Dl6=mf-ZW{&jt-z<y8t_1Il5N;&AarBz$imzx~mfHUT5u+D1$@Y
zP<tKh(LlY<hoKw|qe9@Hp#^)w1^|f^idk=N3CU3b{K~NxU2!kuTyCm^Zp==7sj^WN
zO|2ORG{L?XGE|`io;mZ5&U9_y`Bxk@!zWalfI#V_H_neX(O5-=sPp4-FFS!0Ge~Qn
ztU)5QL>D*3;&K>F8kKq#5|E6DZoIAbr#>0!22ScwE?Q+o6VBquA{e@V#NVkt0Zu%o
z>exf;+_WF&4(#Nhujo}Lb7r*MBvv@m34M%u)n*5L$2E2-Zrlj|q!rm<jVRfl(J=gx
zDeZOwhN<6mQ24BcaqHy7bO138zDKVw_zgp-Fd%c8+|%T1Y1_Veb2nN-5E1ono}>Rr
zeIv?M;t#TZ4LQMs=uBn8-mN+Do~SO9T54}mt=`j+$Ai^UMw#1NnD?0|z_)WM-DR_o
zH8hxXI`}c8gtNQ*t>R<c-72<t&$)_X)}&YKuH*KHuZ*-Ep#7-okC-dSo=Lzdxgoik
zguF{1Iewsl-waH8&VN?{tM}tL-$QnZS1@nIxyGSQK@huG^<$~zoYHI1SyphheB`K$
zbeK!FFV8nf;^?C)jCuA60_IsAJcVJ=VbL8-Z73U04M>}*{~lj5Uk?NC>P5JU4T%~i
zU(o!t$W-jM4Cw-;ck*e9*DgeE=AnOKs0eIR_4Z!tbmwI)0*C);V6W4vLG{9{jIox0
zUiub(pVj!nO!mh&{3Um3Q*Qwoo5t=h?G3+^%}6gqk)K-0iZ8sRU0DxHi!{Dh$2J?H
zY22k&L6j^-EH?)YYRIddm`iAxPASV_8+|3n)P0DPAg9j&4ykPtq097Pv`;DLS!oyK
z+G{1Y#|k7TX^ja~ZrX2QqZ<Rrc_)761c!|&{*Y5z5lqx-HE>_zDH~wftBq}TBEbDF
ztDC}8Zi6@q+c_@w(jiGUHXBr%!hska%yX|Z<=R$LmQdGz6%BMHxN=)I`hKjqcsHWf
zP{Si%hlwAz7QwCKudOq@Hg7&Pv$MDLnL$TlmbY5f)1T=sjJ&2aQFv6XtbksMu<fjd
z9r2N)$YqvV$Lzg4_x#aSv*TB30bv;@rtM8zSfLK&jkWc|lY7lo@(5gc2C1iKYO9cM
zeKKhzRSU~8r}+WQAbxy1st3+BbOWe$YboGrkVl;P5!#yVioRA}7R5okKiSG>JtMc4
z1HBQ;Zkx}?|3%-~&o}ovs&qtwAfW<8y<axgokL(ea7KOY<_Q>2;I!%|XeuDGa@GBG
zV>ot(kZ!so*3j?o4#9vqWPel_J)|X=6fGE8cu3_BKIw?xv)DnIODP_s`(@O}iT!=u
zA*K?Go&)$O=T@%4z87111UJhr%$(I@3EIv!W=WBp&siPhRm=(-HXIl%OegYiJ(zqf
z!51_LoIVdIfm7(f$~aFzSg_1W)KP+PM=}ELWT&!7Bop>)o?k||ehZJD&NQKnutmNx
zS{MO}R;MtQ2Ad;%A}t~gjUQ8XAQ0mM2_GSSVf*^WQeJN5#(rGow%p}i>GE<e*V_~|
z4o2${i9cFYCqdIb#jS2HCaw^5u^^16VvNWpaW6+`r?h*~8@{(yd(FC*R!yn&y4$!x
z31=O=jzny^kE+(TK4^7b3#SBnwceE3Kmam+{Wq6=n1Xhs>8|u}ms+F&S7KjXvSyE1
zq@Jk{%#}j&%hNzO05%ZkGBxF=oe)e5Ltc98v~u;i1^0Lmk3%x^yG*mrrh_^?M{PdP
zi7uU`_yCdTo8&X{8@Vy1kTvlDh#ktc4s=pN{_C3ki*}J7S=r4)*`M#S2IUi|V(r*|
z+P>-E$x@W%dUwjDL<o53RO!B98U&cvY#JR5PQsGr5J%5KXR%oMMt!Y>nQyX6bgvk_
zn#?IKLRr@y697z5TDy_XcjSHH?Li6TLm!MJYb-fEt~9Y!Nhisj|62F4KZ0z>zU*#O
zMLb9DFDkc0g#6UINE%u<hgZFi7jlptk1zQh#9RhU5T!NKQC_{HQJ_7&f}f+URp@ur
zr=TzKGoX1qVcSbGLs9w)0M=>@k1ou3PExx;Cbox)dOm#}wayY1)Imz+b-NyLj~Sn+
zSeEMt^(5R#^A~#;{XTu1EUBdeTldO5V1<{UubSDG0i`PfB6%}G;oKk}F$!$biMKN_
z0H;UJODnj*t;<oh8~%$x76lHxKQB+CV@w)v$2v0da#(Y+arj9xW7ABwfX)0s>?zGX
zU+x}JV{`W-gnmamn2(7kCm*AxcIHu$13#y;NBbI+gL$8zy3S=mUWotPhI9gM-9_%4
zEcRk1bOB{j0T@`*&enIba=%|5hq(FC+R+`3P$F5gaXgHfb;pm@84YA&y|%v+3-x~a
zvM!N}dID=+zf+&~FvX74%r%b#0E54NEE-bo3hl73Duacg#5IpK(;vT)$2w65I3d%R
z2=NbCTXD6SGn-M)Jwp2BOBf!vqRp42_m_@|J#p?Nza(6%Vn$*`LIn2v0K{9?Jk#sp
zzV0rA%?aO)aK$=l$S>o<Db1)huHj6~wMlsmx3VD&)d<F&#9<<y{M{#C{TRLJLH+e4
zzc2oyRrq5m_H(~fx#PVA%85C5DW<E24ueLQKk=uq2MuK_(ZIOZZka6U3Pcg*^tK?y
z(K8=BK$SqHA7#hWch{paxsDH0jyazSJt<vduWhPpT+BhuVksG<IUS!VWc{7iEYiWk
zLSM_S!X6&Xr!wY34&yj6|F??I^`Miaf_zJmp4_**`#~zkxH<#nSqO|2ycsU-b<P<N
z+I(mE*%v+*&Of%Qd(#Ooye)b+GI~o51z*nTxj{-N&#6%}h5Tavp|g%l<L6in_$>G8
z4CAs0@W(-CAS1dJE8F?&2B=u%#++x*al=2ID?Y~J@F~7xi0j#PNEBR*f%F`ZInIi9
zq$3K4mza9>iFF2ZVMg9Gc(r5Ll_LuWZOVOr)u+VoecfGBoQ*THTvdBZSDLvq9gx=9
zKfwsY${0X63Di_rp*#Q2f^JQqQvGXrhj3cpD#2Gnd`5>TjRdQAo&hIMR{jFdk6-K3
zB9j`4rH0PbYeLM=jF`1c>fP9ajCEr#7w!k&VH(CroV4L7-Hi;s_z)U^zTHt&_F7V>
zK*$}s(v@B{sHCWyC8-qE0mHDv%)9k%&;D%l6rUugJ0{eUq@+Wn@3<LTKQ0jRrEV9h
zEG1=zepjl-m!fn8NT|)el6zi(SEpUcffMN<WfEp%`A;|C<zREfR`I}w6AVp|a0~bX
z?d(EweU^S@JXPpz%(zd#2$MXIyX#ZG=7M&<SBV*I00`?Wj}T)r$J(2Nh38E$<-tCu
zOkBUd=_5M3X|bc+k^)d1I^d%nN>SV=ss+wRHb<M+{udWu^f%$^+Oj`J=i-n6ELYg@
zFtx6ZzuRga>^Sd`GZ+^&7l6v-99rhHh&;2)x;Bb``|sIU6A{c51a8yfCl-^vW7kQB
zE`R^lvKP&(<)vN@Wn*lmS1DClPQLJPZs!iaM*i$g4`%Gb!TI~1$=UI7eBLog#w^mU
z$JI?eQ)|vi&mq>2e|EiF7X)ueA@4gRPhLJlhzHnPp^Q(WzxBw`=?pNRB~U8@KGOY&
zd;PHWK8fIDFsO~hVejPX*?Pn|o<Xct*Y(=NbKP4|14t{;!xa>D3v!tsvmbBKp?lkq
z+zRQoz?Xql2x!lhGelSRZJy3yGdLo)&oh2d1MTR6b0XrpphBF7klOto?JrSQLijV<
z(ftuoT~VH2E`GzbiMY7^kli1MFjzz<a%hCjTS#1|tNGo*m%8i2`DH_}YSj~_amxSj
z3JmoNdYH8m^682x1B1%eTWNM(sNq94mp)dcL9)d6sm2`lccF1wN^gR0)MI@8b+_Ti
z(y5O&-X>7ld<tTDI^?mH!C%~vj7)_PZHbV{O1=qgEdS{Aep2zg&2<!n5hNU49VSyN
zJ}_NgM#*sgZejN6Q2$$;Qb={&-L}Pm5J2}Maj_e7xyV;ncgW*|mTy0>e5W@FDc{$|
z8v*sveZ0q)jOQG3tpbQ{Okv+YT9Ch_+RZ^l^jcDtJg0Si&^tl@@v8uBr(fdu-w0Na
zT(lSA5}*otZ!6f&yCzdDY-f{YCHC85{ES|^Nw57R-9IQ8kXeaH(dLkCYEAsd7Txte
z{-s2dS=X|Vq?h&v_epJUaN%^=WGEAR>|jCh#;WJQm?^tHy&uBV!a<uhm*QlJ1V0PA
zw@F1`UOfPPSybgLU8z$%m}L@w=L7>f8!(g6?cbB(nOk60yK3**|3-7@KX-J!E=HO)
zOldyM71aNXy2zZK-Fl1Ps17EbztTBhy;dns{(3iXacLou&51g{T<JF|r!p^2JOKNe
zg7pemAIIx`7=)x%l?%UIBH3*t>R+AfjyO~p{vtLUO__u*zCv-c-CT6Sm$)WtWL4RQ
zV}w2Tv$ah#->75lM<eoAI$ZwLol03F-PW+9KUW6Rf;`FKg&_1>G5Ck0Pl%J*w2f@)
zEw|C+tUO_8jD8G5Kb}|E$9W6ZN%&rW%IbHf0;`~nFK(&+ETEDug9R|z^kMYTM;PDy
zio0$PhS6;^hw<^-@;y5+mN8x&Hu>^?&XKSnE&Y_aEkR3wKkK690YrB}on7^32l1QD
zRXK164iZ*Oq!L}Hr0#+BLyEZT5LzhRDhTldN+$%*z8c;|E34m_f6HSzXJ>i1Qp`z6
zC>^i*GZZN%eS9g}WPb$iwSLoljc>7#VbtDA)!hx>jifY-;4>dSNLW?ta(phedKd(N
zL~*z+wGCA&_TYbALvqO-8c3Zpk)X5dZLIF`zjxnOQ_`Gsn<`cVw?LoJhX;se(XLys
z6%eiqzKrjB5C!q8XNff#nC4eq{qc8K*VGQSM!;rh3na482>O~53do<ijgt@1St$1)
zDG`^>8a+U=a=G8wV$YDEcmu2H#FvQo{KWdPEQI=OJ6ipR>GAcIkH?FN1XCLwLwMEn
zd+>+pc^BUNZH%ooZe#D%KB(TtB^1GblsZvo=ct8lWrZksy-4MU^Be2q)RGGH59G$L
zDf-L%jY;iYSqgqLA)+e=7O{TkNQhkeUT1mgIH!QlH>xG_Nxs@2F5=mS?C0XQpmk>g
zL4nVWsDasMYs0Fa`@K7uxdE<%PW%dq0g_cF7|-);EI0gLuFM~!UC@PBp(ycc;}|z_
zHhTp}Qp7F?Q(%by@>gsL1{jLQJBP@uIht$!QE9*<+#4jcu!Z79_Wv7*H2>EG2NNyq
zZ<^y<HnWase{su?uCA^gwR~#);P!AP2gv?q{LHeU{Ag<LtMz()a?}da$b|a!_vtE~
zcLOo4in7HIzv90<ougl_YP-?+x)f!~{!og4Yc$o=sO?2#X?{HU2Jw#;Wc}T{Zj(mu
z79RcAU!KvWxO}RG_1+|nUVT8oKam&twUL}#Sv+Nm^uJ`I?TP)77kk=(1wkd%1fPH1
zXggfa)Ojn5rcCkYA00_?T&WQLC8zg@h~m$ie3ZxsU*&<-roKu=p#n?&y-M#^8Q!Jw
zm)hUv<eN(b7PKg!l>4`Anncy!ZS>~m{IW_D#Q!pv97}nYx-f-Fn+BBT1r=4xM|G)l
z6#o{~=jUq5tK?KORMxza^q6Zwe}^mj%U5bjIl5YSc63a*O++r`WTpGb^pBcC`;{?m
zHG<f+R^*r-PZ^->@<J9kD>z;KPt};xeyDbI8V)&NeirO6wPoWXW40j;t>uVxQ6l;C
zhuXKMBT~eT2+#Ec&s94WWq?C=Ys^X#(_hnHT<7}9%B=?y=J7lOZxi858-M<em-|~1
zlG+j@3)VE1b1McjuR&S19s))U{*R+oQNfV~W<!=mX_E(WOpl>#p<o3qse)2ep)K%X
zT2DgrHcExHsEuR)4&8C$r_u@s=o{rsR@%Qhk4ncTcJa80ZrvJn(o{qNeRE1lD5VuP
zn6n8zHGds$&CmHXsI-8mX>m<sVFjz4gk0)Kpr}Q$xjtg_uUv`q`p(7b!y-376D#Pk
zWyCTDJmq7SqV)(z@*jVlS8;0Wp{#;=P(ddm4Y64tq^yEa#(<-2k!RbazZw6}-yt>T
zZqIM(*7rJ+rsd^k;Pq&#S`20L-{s27_b4L%#fbWxgSLe<<X(Nyd<$|J1E#VTcTpk(
zmG3|AIp)-a8|CX&wWyc?^1F_H>D{``k^h({|I?!W&9VOKuUEW{D=yNfYp~}&BEN(m
zyMa>0==g|B>!TZipe$vRrS0wQ<F7K25@3J*Yc0+Gh}enaTX_=5;p}`*lhm%}d#k?S
z99rd8>u0Vsx)!1FivIH>+Cl^?mpw$496w`Yt8jnMrc_ZoCar1_Rc$A%M^gkS{%FVP
zR_v+#=qKCjIj1JN^XoQ_cctPZ%f=R=D`Q!>qU$O*R>C%KR)2FXekaMlI5{WAnr?M8
z-qX#OPMe#Xm2f!#V!GvrEsnU#$5$f;Rzb6Pw^Ax_<sT^f%1haPE8V$j&kV}U8D^9;
zC`>hc1kOzAN#1y6nRclKlDm;k>1cBeCr`-F$-j10=vcw@E-#x{@l|!6D9v9rC}l9Y
z))qj{s;Rb5HNFE3<;u_AjDGt31#HnO?^|1QnuPQ_!3yLiVzE@ErhU;i<y+r!to+93
zUvtt-9^o2VbYnpyTW*^!yH}gEq4!w*GqG7nsJ;g5$cBrWfuZ98q<O|>A?OupmPR+X
zZ0+h@Z#0q1=>kfF-0Mss7))liJ*i$;J_~rb=4$tq4e}n?x390`e@07e=S^=;Vb`gj
z_R>x=Z;jH7Xz|4A71SIKJzg4!YK~B=E1Vx8Khn1HXh_PUr&(X9PpoZwuQ;i<P}_IY
zL{pYFtoTX!3`AN3NxQMlnt5rrXP#`}FW@Lj8zx$UMqcCJl;(X#XtR2^HZQ_LU!2Ef
z(@XnXipmV)fs^HbcH&<eZ>jd9T(i!j6l>^JURG*Dm;v<q&M}a|y?qlFoK??KR+gns
z??4Tc%YlRDmw25!M^-^mBv7QQpkDd0TUoE*aSqXg^|2njh35(-hm^a&EJw1rm3vZS
z<;c@K``OA;j)isu&68{7ySWu#(VpGh=J`b!3J!+WsOM-~8d9k@Y30eK*1eOEJYQw|
zSktnORaD-5R`T<JoPg9w>Ge)Y1iLdUZ6l!&{iC<!2o+*RUE)kqqVB}@z3WaploM#d
zawQ+Q;SH3W5S+M9dTs9mDjpkgXBUiAD6Df-7^TgvH@;%)>pWAvznBbf*fTO;WtjC@
zv1*l#juwJ1N*k7`hfcS^1`TkQX)cseChS#Zks6HA#4DrBRM?I!bT(y>VhC1hL{1;+
zotZ0M$En<j6qfDl#US!+AW9n@uXhc|lVr6X@XLiypX{GMwLtNWAVB8i!|Do-RqWPN
z`);ky9q=?Njn)l(B7EH<i~SWfdH7xr^=(XTv?V?9#<dnhpuTfdBj|L~Y2K(?<i1g~
zc#eKUY;aH~+p%}W+{B*UT&KS6JndAO0A<8<{S+><p1pFd<Mx@5qw+B_h@WSw4QmiC
z>q%hs%Bnz-J}NKq<`my_7T;))BZ_bNJSbvpPH72LbK1o*Z_NFvvlBYAYcIS6Um|sE
zH7gB+n>4l+SF!yR9uN)7Kl}{f`*~e6>Z0f=*-4{Pp`f0bc8vmK`pMf9#{XRYTmA1=
zPc-?dnaPJ}s%_*8)yv)rXZlDU^buUjj`rVKUYzz9h38ABSR*=qo}=+SQg`=h)%EXq
z1N*wm`28yi3YQ%qF9^@>*n}a_j4_j-KnzjM^;CU3-unz(8^0TO|Js}I@skgK+TzsC
zk2%M|1Mf^A1#2>o1;eFe+>)(mzS>Ibq`QtQ7)>xIa4SyMq}rxm`7Vvo=In>SSc{<O
zN>KJ&i$B2FTg*X<ue5<s%*qM7JJ2HKMh5@z(HJ?uuxgM#po#-Y&iggA-`<!7(7jN$
z<n*OpO=CInr0Qaka(f@BH=d*uSLew2*dbKMs6DZ3duh0<!4=;T!*A`3F+Y&h6UVEH
zPtcEzfT7xY`swJj8!E|iumwPGZz6ixzg>UAXSma|q#34hn=RS32kYc<DkU&#Di!UX
zrcg&8wy<-jCs-HtXpen$TA-C&e|k9Cw!Wui%M(}(@aknWaf+=YkHIYEwEbokl_QPu
z`57E5I&COw#U1?@%Rv4F(Qq5t>4T&OednpV_>&p$pjQZ$@l>PbNW)~dqs9wfQ|}>N
z$2*QN;nBCaTskbTs(5=6Z;~PG*`2gUw{>h_xDN1$=sxy*1xCa^t8|pz7!8N2;Yu3F
zW9b|?qinL%b&n8|+3NGKmo~(6`u*66-fWXgcsl@&oPeii9y7G;fg!Yf@H502yy!8U
z?#{O>h+GgovDc&9w7nHuOD(;$WXbuBZ205LwJ8>Z)>tCYpy|1hLay+e3@H&K*SFDZ
zGP;LNJeF(vU1LjqMuMjIahRgQhU-)8sXjV&sp-V_m!reroO~>2UBIeoL789=V<|Rj
zXCa#R)S2$GA7tIhx-X@5cIHpe3ZpSbtts<y1CfvwuIQxIEf|8@C<v7u03O~cN%9)<
zbB05Rt$DjnYoHvQJ~f@p$c$3p-f^IF-Hd}?z3=ij$h9O7>wYBaeV2!_y&a39jrA?l
z=M^k`<1ra%j54z|GQqwA{tHVC<JE|7gR;>6Pt{i;A?YGm8;<Zl&{Lw`kL(f~h4w{7
zW)gUInQ2JI2?TH-CP?VJSMbvF)D=uA)vhSX6nc-gaWnUMr}Y(->0H7yO-?Ullr6@H
z5}1oWXsLtI2}*%FH<p{;-@Y9!Ay-)oeXcd=q`Z7S#edL}Jl>={(Yg>U0C4$^)g?)5
zc;z4J2%GL}+iER(rH>sj)(%goi2z?*VjE5<bP7Q|(FiF7?LPe$4fb8@e#ln1Il6ks
z*hJU-_xA4ugQ|RI-crw$F_^R}T<?jM`zjwfbW51TH3?uA!B{SZgymXXbVH=Cu~FLd
zC3%5NQ?4hw;8-*sioyM&$aI@)pLb(md*IvZOvCWrGjb8^9-%j@$4Jz9Ki1vb1sPTN
zm4pWRm|y;}gkS~gWQ7#b*GfS1&Iu^dEnOm#%B@>}-Xt^ID=n(da+A+Q{8#6GxGTbg
zn;Cjq&BSE3lE%w15!vM{oTc>_nL*?6G%MJ|w$Z-RMl@@#?;cB+*_5wEweR_i1Pz*A
zt1iiY2(1qcltGm$08q#px06~&*2qES_++&OD$;7YBj1+yhTgfIps!Jow8oKx7?o;M
zqlJaZ1z%=gz<YUNH(7?+zV_v!jiuFRRu;TVn?d8n8RKg=P2{^($3CFOP@|xs-jq`l
z*ZlGwB{RU7jd`QOz`Y_8Bh9!r=fLaC!nIgI!z+30UEgbWwi&|^urA}J%VmY&RArqN
zW_RL_6<@nXvx2#Kwh;4tX6e(qf@xKd`vz}Fk1ws58c2qRg;sl@F@Mez*-*@x5^jRg
zzG-37Ioa4dd2=Kr!QYY+XfHsue+*D-H)1q7f}U*n4!K(F0#x{bxV&1P{_r&hS~A);
z&6qZBTgFzlkr)>&eFb>KtfL2aDt6o!%iQb^o7$wrr>!`jnITi_IDBvVjNEOr%Ugrz
zoF@_|$r(ud7Ez*~wZJmYQDPclDRh=wI#?wp?!EimR^V{HjC)<cEn4p1iR|uc-PoKI
zz(Wf=&!{WoKxa$KQ9ZglmJyVw`QtHwb9-X?YgwIa+3stjirgwi#D1qW#pA>2&BJKM
zLldO+xF9DdC*4Y}>ve6G>2yAZ*R7({V0&+?#il?Wti?LsV3>dKQfyPaQRqgDn_`Yq
z@chBg0jJRlOkiZ{m|vyJ?^xT2ZDW{aHru<+88aPbg8{mI@7h@D!@&znvusB)=oOT#
z3-z`@1{5f6#x??tao)Uz$&1SS9p?`gH`#t%W@Ad=l*A&>O`n`#bR>ew#ZvksomQ)V
zUR@XJEEHpKD3E=Hx`WeCW(-^w;NX0~WF<p7(TQ^3c+utAlc)WMvW&dY70RFhiAuAy
z5EOzFak%5Gw8LPAtLg+ay5hv@(INQRMD#mJboK=CMpj1mgI<LQKlG7XWhwZ`A<u$h
z8)^;5_umk`zB1{yiTkH!cC8XQibg%BGZsYWwDPB@NwP3%U$vXQ>*sc`Or1S`1->~T
zdIB2tX)-j5_kVL4fCsO1boHs#KIjAlmD^)iDLr$F$r23stMf;<J$=o4TSlCHEelZ}
zifNc&*4vj_KPufCbk(V0C#re{F0d-=9^R0~83XltW}NMa8B*uY-lI7wQTBX;8ZR$s
zvo4+t#%w?DU#x*_@sS9J+-C#~fEyl*9NuVx`~JO8tZ+JI-Sdy{$y`RHm4VN?-0p{R
z_)#qOvOlfE6W(eo%+IuCVEOws;;1g?Mc`MG%6GoG+W#QHGJRzOwDbDHk-2pZsA8F5
zYPUu988u?2KihEObAgS1#Vdcmq$H9il=SZO@AGcX0a}%f0={$EY*w9->N%k&PJ+I?
z4?7G9EQR^&cy=#isBCofSPR`g^8#c%;yS>Qff`sBk0|i`+Rq_}=YrzTGoz3Cb9$gF
zC%k>P`^#1DK^Cu7+JH=HL+xSr0;2uPM-)^J2fi7qc8Lv2HDFq6Y#S*o^0o2y&Yj)h
z%udSNuuG=JJ8x*U1-IrMhr+dX#KR^<4=zW}^C%H>t_dqX=)THwUOx(kuRkrWkk#vl
zxMis^MwWHEB4^^0gS#0Y5faC*&Xa1)Gn2h^m#BtEDg(iko}zUD%kW4OjSl}FpeWWK
zv%}|&uTt+eP-`b&ff^m9BP)xU-TVib9={WYpR0{4jZTZBZan`$XDShRA2xq&ZMOrI
zr!F;I*mE>FoAf;#O5x0f2l4Ksz31Ts_X77BK{4w^f&eeRjOd_1J1=QET6=u#iLq{f
z<euOtlaWOboIs4|uhhp9&(Hf6yVp&5bzW|C3IaG2_Rbor0?riA;pw-ot~iYK@2{m;
zRTWiuWR%>a`D3bG+jYXiSp*YlXwKUht67&j@863|Fde~*Iy3uNPreVxzJ;LaRZ+OX
ze9h#?VYY?e(XpI3FHNd?Twrl#$4ACLD?b!;;;A(mH@*WNMjS1nXU(@COs)Iw^r?3|
zkcLyfrhD!dW5I^%B>NSgR6iulbm05EeiFC(aNFWnkDD+wM^92b8O`c*_~;Gwac)I!
z+Xj+$F^|6Z>WP^*Dbj1@v%#&RTmX2Xy{yg3hS=rQZuQOFxsmI%3_Jlc{5^xgogD%}
zaD>SSmBHbLA@=2lW$($l-=vKCT|rXaT5j*j2+g0~_HLI%0+fnEB5tr}IImLdaoU}N
zi>XPb*>eN6bhRIGlToXW7CgMNJV|4tBijxZWH~K%11UA987!|kHPty%ue|u#`)6AY
zY2Fw6f1+JjHT9lr>c^cd*7~;>KaV@R#za#_oAmi3%MhwCZWQ(k^}=dz=WX$uE@hLw
zKk3rFuEbm3?}F3qSvB&UmN;12bk>Y1PU#TP6v}>{-b$&KN_nAd$1`RI4Ct3>jogG&
z;HB?1S?ai2hG_HvPIVljPGvW`y8#{gy_E^kuE?+#E3T<8j!;CA@7Ni_JkwhaSiF+U
zE$p=6{%<(}N2P+=ip!Y<$oPYe)vtarRlI3>h!)+M^sNlihef-rB{iPf3tSq;5$R87
z2zC4^A3+lt1xa<G+?VlCcRCROH!*#=&B>myG5s;-!mb_MFO7QAxHmrbxBDmis>ZLI
z5))f-$(L`}4qWXK%@X2G<pxw|eD!e|R2dpvG4<gy<>z@jn9k0O;V{UsNax|?EH)^T
zaZdKu@6H~tc~PDG*G!GgyxEIk{jIc&9jv~?L{XdTwHquZ{d%Agab+g5Cn^Ut0JG!1
zqL{#+Dzkk{jtm&OG}S6yPWr42;HnzY^%cJ{mN=Dd6VE$o`<j$qcp;9U6`yQfO)Snm
zb0{bR@%;gzAo|F+#TqNTb~cu|;KWVYuF;yj7gtJ-7J3$c6-y?}A;O(ADKiV1s!W@s
znk-LVJ7vVDLFJ6?-$4*}S!YX)8aOv2M95`sfIi5JH8pxdl;zea?>f!F3qDRqwwKHG
zb2r|Gv8EGO+}nzO?MB4@&IW19m7U2@*q-1NrCSHzZ^F|XYG^FF5)}1~Q2^M!$1RZn
z_cc`3tBwh%0ioe)DMSgX<CU;|9Jq7K==snYomoKN-vy@}K_shPDeGFi<JIA@gAkuY
zc^R!M=R9U|LrSFmv`MtOhx~gm>=I+>m^}fMJTU~gjqo@>Up+kQ+G^_BvP!G2^GJ42
zJu`Oq;DIy&?sPObZ*Iv4-xGagzdnvd>NT!#I~|y;yV)XcoG%6K`!3*Is|Z#R86P%9
zbHDaUX~R1*Xf(ari&fkh-0*sfXkB5k(tDds|8|!=3sQa18_}>lVv1^P-D5HU!pBqT
zY!^R6PP#1)y{{2u4G0todh{G?Ahz9aXdiUD8aa9}coudBP1R(E0!&cvF7X`hp)HF&
z?gnTe);+R9c+-uBLZ3NnPyAD^5c{Iif7mT;NV2oCYz7M5SQmaDOAn`_{-(!X+VgXN
z+0pbfzpqinliIi{6CiTC-^vK<_7gc5(F+gW<ugMhn*!dr@iNm5f~~SxFx8j0U7FZL
zPhh8szs?UXv{(0>cKzrE54>fuWjjz+F&69mOtA+a`D4w(N=9wMOVUo5Q6tOV-mMC~
zMK6pxJ<?j3WJkL@+T@-d81C^)O5%;cZChn(*1r_^7CIjv-zU?Vn8(t@sd~_;gX={Y
z?{0s8{9DC(X%3122P;RHIrGlULjw!9WVm*vu7EujuEX9V8b>0P=kP;+;U!#Ck~rbH
ztcyWK2ZlCIIGnu@1I{_0>~=r4QrlT=&Nig!C!$+!f01uv>7xg(fd}U{ls&?uOQ`}T
zN;$7_7+((BLs0hn^<A8)#poX%%%=p|LL~eV_X0+kBIsj(XtbkQbohoKk5eedLFa2h
zy)T@?Q4f*bj+%Mg<tNGp1!~>pk(JNGru7HGt5|86Wee?WgvXq}W%$q%^(dvQjMsP@
z_3?UBZH9&CVLLr^og0@qHI?u3kH)O2Iyzqtk?~U${Yy|LX3t(5PxH!Nt(pkhId^_*
z8);L~)Qm_=!)sv0vJ?P+01HzN9<%%!S4)>HMbqNMQ<X8WJCjhT{c%V+%nD!o9a^E#
zJMb+JWVVN_cri3u>J>cyEjU_Vx9frVW>V);+xBj64<$6)q_$B)YP|o!g;={Im6k{=
zKij1^d2Am3gKE~0Lga<gKGfB~-8U}TZ5Z6eAjZavu9~>#0ra_5rGdLFrm&a1{lW`d
z!{|z|?<6Mt(=N;GS#v!t^G5^p#dPkBi|^}I`k4*ar-M}-EoGK88LkahBSX6;L*{%d
zm9yrmPzsAXgRd~-rzWqQ8&|c^_{g%K^FM|6!}Mp@wP(3AymU2M+#57NK8_o)jv>dl
zw%D8p5<Oa55C;0(b~%fBH^gUo1@oSLVtAMOo9h&A%0AoTpR^1!7|WUF1<?f0c<(xp
zZ~>Rfeym3d+z>+WWlJYLPo1fEhw&SK+jCfMEEBM!Lcs;}+Onlg2&Ru6iE!AcOdfvz
z+<IM7GGXQQuxnJalZ;f~CAwcgfM03KPzs>da|Ts2=#d3m`IwWq8}XGoX)rR_9bzN9
zx!p1AYh{U=3s76NZe8AII(N1*_xELZpNfUMAzd;IZMQyDN;s~L^`1JsXSF{^g>N4a
zalLV;Ivf(~c0<r`R1Ihwgu+Cs8l1};M88F(nxa!wr}Yi08dNU2XR79*MrzT8EJB2Y
zOuIk73Rx2&pGEPu7_V0*F-Diy^18ckWTa#~ZbW@{gJkL}cB06YwcgS+hg@c}5YuX9
z8b4nezgr9Dc4zdZq34}k<Zg|a?IR6@1!c-tFUY07%}fNRNLrQkFjkoyD?1T9MH06U
zAQH}I&@{K&SCt9*0+smw7Z*UO_ZzbH`bf3?8&pBE-UTI2u(DN=o|$;Y@&F%yZ8ZIg
zvwhF|*C+PnsoV;rAQo0cg)>|IXhv`2=9z{lyfgMlSGVz`a^Aa_T1&jth3am(jm+ga
zM>xKE|FPC6n=Q22b56uc+yOSr#UdM(2;xtE#Gi!Wrl+R%=CTB9UM=zK(-zUZ4&kf!
zVOIH@V#=wk<1}{+g6{9SgmqxBtebd6uLd*APZquXXwe$#@L2rr5^lPeBag(Qxmw*3
z((bdi?TRqzVebpApharRXn&F1@xV4(4&I+Y#u8XgB0x7<OWR6$jpW;JDZW&3D~*7E
z`Bg20Wau1K?YV+=m);_rYzDbpR}xykF4zw4;#8O;;<P~Bf{Z!bRv%u=>}aObNm+Bc
z(unPClF1BGyE--C@#OtQqc#`N@&?=mOj)#Qk3Wtij;=AE70KsaNf!Laz?2%j-k=kP
z8kS7^i!`IQ$6YEhPB~4nbw+cq*SwOn%Dg-`CPk}fEv5Rl{oZmc#cc~~qQ{Jd+cbsN
z5QsUy@lkFat!(v4G-4<r)Q|T_*t_F%Vr{CHt=IVboK;~F$Slvre=g$LGKDp1%zMG4
zNTr+<FF|as8(S&6<nZo)O69(oN88KNns%wjSI3rEnJwY@Bsy5II`pdtl}Pxo^rPil
z)QqkAmV8o%{@aWT_OQX16l)5%ah>l@&Y3JVHHs+VCDz(r&ooC?`-(4PU_V0&z^%{r
z?4o|fxTpTJw5Ro_l1CmL)~`FYrMsUZp-`pY9c`fDNUul1l)6hx_WmhG9pQ02-!i@O
zYi@X^8Bt|yWKpS6kGCSd(x7sVh9H&0{EK(XGlxM}X`%GjxFbSMXYQi1j1hyXQUP(K
z*EQ|7a)Jb@?tiLj6-uCpr=+AjawI6$uf5!9#E0>#(uX$o)v3v7&1SLsVEUH)gLeMG
zzm+=cQk=6}2GS1MK`$w%FsjjqeG=%Tf;K|>&A!&~A782EnaPT$#ut<<I|+d-N~NGn
z`w5mx-E-yU6Gfm(Kf=|IxGg-M-BodcJiAVxN&2%zmHMJ?CADAwsw~zcI}_HLGTh%<
z7afzkdnGUW`F>}OMe~db6s6pl-<ch}M!$~YU-~8d2UE+7ep*jQvrfFNy4Q$hRjPuJ
ztfm(~gekAiUq3@_X=NXI;#=*PK5MLbg{xOXmqH)PHDn)~ry(0XqmP0AbF7O_QR&+R
z<33FVS6O!T*2giVl8A=>iKDR2gxhW!2&I1^vu-q^pX%2qcGRGQzP_Z(F8CM;Bu>&{
zZu*C#r?o7544*wRKTIP9K{-4(GJu0oaW6B=UR`aN{GU9O)h^+|4<(QMF$9(Gx5zOK
zBbrs}`0&$}$)>e5e+O|->yhXGVD3x9v0U45l}e!$5tS%1r!r<Pm1Ia}i6~P@GG!i8
z(nOhOQijZ#GfSDLkjh+{=gef<=d;%L?Y)nE>|guW{*Ld*T6o{*dG7nZuIs$c^Sqw*
z%(b^xU$E?oiJ*l^Y-*aBTi1bq?@)69<KWDVTV}7Pv))SJ+m}jbUzX5mdoA9K;h%4R
zWPkbGt?1vrmE>9L#BYNOX<l1!-mxNU`e(g&9zWM+Z>yG;Seqy38SUq%oOwqp;$e%>
zkFUm|@4M@V*2GNw9GZ+tW=H?$sZdMT5i#Ur;0vQ<jGD;0%*e=yfAgrYT`7*V-iWe^
zirh@m*6iRL`=)t`Eg&e$UtN*3eQm3(#j~vEZzfazSrqAOsz34)ynGU$S-*e4N0VwM
z*CpI#t@52VXvAEd*q%pAJ_$2EY&~{#Y&*DL+}fof&-a6SMD_gC5J}y)edkjCNbaJd
z3Q2x+jD<yBOk}05p~0}H&<>gJ)$Cxsfu&`0l4_!yIOF*D4BUg&#+oCqZs8*Zw*C-3
zH_jQ`ozn@gUo+#bp$L<mRZ@DnvA!B|_st{s?dmfxl9w;_{KYvoyLRoG(ObjZ_hf08
zm2H&w@LrAl-QRyL+j#eh>v?g~UgUw?ntM!4O#aS~e(K0Jkr$WPq(iXe-0eAd{rdHE
zy|Npfwfj7*`m0XgpU}G7{b7qoX{n@>lT&=~5hIJDBjOIsxfIvm>p!ToqoJmLrxH)j
z7xv<%<llEc+O#8E+uAxlSg|mQ+Ll*U?I0y3J<P~B+8R&Mm2Y`6;9*jr*K~ei-UH98
zho7bJZ~lJLF*|p~)!-SI!&l>+6o1>z4cCJLx67Aj`U_lE_-1Bi0#E8ifBACN#npB6
zODri3`xTz-<E8jtjUnII*Cf@>%Pra}D%5UnZWm-^tS38jsr%fcMD1SH8ZQ6+8@yav
z|K|PsQ$lxskd(K^%Rlw?Wn*Q1<jW`)?4Ui+C(O;wZ5qC2lct>;%5SoVL{d^x+-Y8R
zRA{I<h7jCO3kn)Fh6`3k{{BtFz;O9F-3fX@v;8K`(Z@wa58|`OjvYJW`d8o~8C8N&
zeQ>esYF<u2@@s*zzOi(sa~yXsig2l)TT<WOo20L<y4{tUqmlX4v16V>7M*(!A695f
zP@I{YW8vlXeez`Ity{OWa&GV2v13Q-jgs)n=LbTxMf)__*w_w>SU+NNU-LV9{&C=a
z>y3q}o}x<{8gzs8A;jKkmxyS89a!2fCMISY?&IS#@3=V8@u8?Fz~8^(gH``*s{3#g
zqei;UuJQ^miX^opmD7nImMIxU15-3Jeh&<Mjy>-!d-?KFaq-B30YhIVsVfU(?K4YD
z)m>dh|9O%XT`AA2D&z;rg1ok7sZeP=pJl!Mcbi{!5totDf%q1h^0><ZPhPzE{OQxf
zY?J2Mk7P`;a}AA+VG_<l^}#1de|A}x9ha26F}cXc&tF?p!|_d^j7mjSHNF`qzJIP+
zD)B?14UIsEzyDSbFRzQ4)7-;?ub=t)?)moZTWeolUS6w-tE(%v&jUXjZi+I%m$nu+
zG$>U0GRiwSi7G}28U6nJ^kT#^_59k3&6UVATgrzTBW7l2r8PAV)ZF#%NV_iVdqm<H
zjxRpm|GV<}#poT1vvNVL8*amt8a6lZc#+oC;>igiwm#W;U0e(Lx$k?uevhveJI*~`
zUtJ=7@3Lb3!pA3wSJ><;hk}BFtgP%+hn6^}g)y8!oTRGx(Kah<YiUHH&2STEs{3f`
z@#5m*d-v{@|M)>~Z*O0^GIWTVnmTZ58oQ<tA+#Gj?u!>MPVw`<ML^!^{-FHJW%ogW
zonZ<xF_Nwx6Dp@yo{JZxbZ2E{{m8R8bV57lwadzEXhcL?mXUnk-Jax`m4i5jh&Vy>
zZ|`k}uW09*c@-3hR8>_8-0co+j1V5a#?H!mL9Q);U1_8(k&2Fv4&m-QKX1!ilyiRL
z*zR&56~9_T`hy3l4;%<Fi5MLn)w+J2C7^aThkbEjAznU&S0$qK87(*8t<O87C0)5r
z%q`Cta4IfM^^m?+ijl;F7urupo49ul#R%cp_+oWMMMdxQmFnJ%PH-Ih_3MEGo58o#
zYjR61W$y0CRR|G{Fkgde-=hJwBQ0;qUNJJ)HY-n^J;~1>py$3G6nx_PEei{ur%!h+
zjDI)zRpBMqT)Q~gg_}f53WqD~%bSZ7ShU-Hr6rv<2BxO9WK1p|>FK-(5uA4<&5ZX7
z*~X2br*3W~;WuvhiB%v;)h!B^+FYZ-3Hp|ycQRKUU+}rSoFq)4sy2XqZi1hio8r=?
zOSrv5!gsfA*!P^&Ee!nmQ-8<qgO46QBps{^`qbVYbn!V|lFM12=g$pV-dse&Au}*A
zxMN{~BUaJetTdT9Jpa3rV$=rV9K@@dZLFBY@G8r~+-djllIvu9$^pJG1v5{-E@bxj
z;^6xA^`?@t(YD0?p`pi_nWr^0G;GJeooJR2NK90Une8x%`Sts^XKd`zAZ|_LhS1aG
z!@J6H!#G5dk&zw~Y*Oke8tMhQ=QyrRn>DBzKWz6bWe##)@l4lzWk)fFoEevxXkcP;
zDMH9Xjo0M%?V9g;?v0Oj(VP+%ZsvEN_>sw@R~k7oa(iNOlJ<towJgJ3Y1i|IYW!HR
zqg)!PvikbW*bPC8&YW6RmGS9mC1gge%v;;{?c4V?MUx6?CS9kX0tl9#-}pt&od7n)
zk)9%9q)5^%c~9r1DaGmD653AV__(+)iAqe5DH%M=%B1e!zmLOfvodS+cn@Q84!L^N
zbm^+ElGJ+O*RN`bly`b%lHb#H4VM4>!Xuv_bizd|zJEV}+KhEp*Esz>Lr*WcSHfxj
zcJ#_{bIdSKuiCq-5ArO!w!ZT7`&j;f6e~)F1+4n^Ef{gRkCCx4qio|@Vq)U{(D3kZ
zx#7#vF}TUM_S3yNcREyV>JjI5W4WISDfB$D$nygyjlaA;*D7u?t5Dio>bg2R!E)k+
zB6;1{l3lv7(%YTzWJvxbr-X!poBX`Jy>oPK-8zOF(*OKqpH8U@18RYejt*Ydra#qP
zAYj`12n8#C)#1<2Elh69M>jS$h$4m~kRl=Fy1F=sN_6)A*&}=RzRo#lk5i?VtoF2~
zMix7M&cWdf^5_ozp@y)pY1cKizg1N|Zi*615!chqxG{(XGBQ3sSIZv5(NJ{n*VgFh
z=!xEvL#VN~c6PhS$!|49iXg+BXwJJ)>~M~V2b8sQ=gz66X$QS{LFs!~M0)&NT1TdV
zcV~Y{icUe+{59RZ?3NXQVkfqjJPvZzBinO$=j$w=r3a*BB=o2B&z4r(EsUv)OGsQR
zbrCsw^yr7e!Z#@?^#~uL7$Z+KW;ccLoBa9n=O@s~FJfmhZbYG=A>fogJ>I=*=gwEb
zL3$yAW?xBueoMP<JJ~7NXS+-KCM{bu=QH|b=J6DjfsbZZI~=?$?320r<%%R87w4qi
z?I~QzYh3;P{N(b=aLme|PgHXa&wYK3k-|S$R?f^0%5!>%I?l54n>2m?`Ze&AH`N?|
zww0807bRufl_*i2GPkIV(!X+@SIo?~*8eWBu(3UEmfDOAIjLtoSV!ym@L@cY&+bD)
ze}-e+w{|Gf16+hjx{8v}a%+6X$<x!*^P+x)FL;Impqip_V(ZqeJITq90Xp=#t?st5
zvH6y+TkpqmNkGyvL$8boAe{nhFN?0cU(?gg*e>KPp6huErn|@u$=2Q17Y<nVl^#EK
zOggzvO{VANn>Dgby)rkIryYM6#yfJ&4=gS&>J;7gA)`8S59>p0U00q3uu5=Kz{7_R
zZKDyIJIhgKW)>C(H#ep?<JNCSxOaZA8>hn=Wai|2it|6bYc{twdkg7~*Kgl`YD-j_
zE4Ff->K3_WV33)WrQ$SMCwS+_)nCgN78da~0@eevrUlqH>))Su;md1s&A$`R$IR@3
z^mkDBZUdfsv@1WOb^5-cAuFTU{ekJSO*X)U{_2+pM!E-s=LVCIVcXtbq5^WcXJ=>B
zTkPl<ygA>dwB?NL$X-)ZQ}VezOp=smv16GzIclNy6F*Li-k(76+<EdwF|&}6Mq$Fh
z#{eB;V>VoC7#Mbbq9fqXpL<wphq<BM2uU^;mWP=J)zox!!P7J92$35lPFp%GH1qFt
z9BY>wFuZ;HNm3FgAX95jh0dqC(hMv{d3Sf@rI$yn0DHU!^-7$)kbeMMRV-d|0ZPtK
zc7-6B@VhME19T(S4~b1>$q>g#?cGtQmD%IHy}h45fBw@b-1ld3@;dJ2$&)9qv3bCj
z&+bo4hiSahdY99;%DLd*UU67QIVQB#Ec@?RJGY0plw4=Hux0fAQv<9S!McUEoIq`v
z0wt);cRF)+dEl_gPJYBHonKv?WDvSTj|Z$mme5W_Qc}qs#byXxxqjiow)&8hmjES@
zCX|crTbSNRyb={EX3t9k#P-c0;{0PuzvSnGJ1FUy8T*k!<7`W?J73-@v-m6?rP5G}
z5{<vA9u^dIeEWV8c}pM&dQn>rZq4+#o1Y%H+RDqzm#$8UF^k=68~WQSv?)NlfByyS
z(9@?+ZzBKkT+6y}voz0fXk>&#f_aelL|{yclH|%Z)X%imu&zG$%|`c)IVR@SqsN9F
z(*gQ%VB>J`mseJ-P+P>u(K;Y`9ZAy8<FFh5rdW6+UAO2lkN_eO0ED+W>&A^6NXXQ*
zv_Zo~tWtV)a<LK;5*<bMC->~xbN0ToG7}S1LqmhCqN2LPRpJ~Wa}ud5O3Yqvi5_M9
zfS${_{JT8_1iNjL(gdV8+Fiik($YeCNQjc1ogJvK{wWRn*BkC$1w=aAy?b|jxyaJP
zfsYT#Y8x8jR1>ePl-A@J)zd{wx%(CsiJ`};{``4cjieN?iP8K>i=mOx%y>qb-1zeH
z@?O*tk1eF3*w*>?=ElZV35pT#v$Okg+2z&Ml%9O%z-{Ul8qdwTj_2M@B1<`bE+EmX
zl}9(I?{$07AJaF+jp2?7+js1+UYgRSq@>)RY(I$DdXbweXk}&9UE+M8CjD7Yu_J%k
z#@`g_*IewIelLA}zn!tbva(7@MB(GVrlz7zN{h7{`ug<xi%$s(s*AefCePltOX90*
z3gALi#5&Fmu^vCp8Cbrux=KSwCzET|e!Dg9sla-6v!ub?P@~*K$`wa>MaAQ%Pb<G&
zKft;vun)ZqvFkY6K&&{PoJvV<=VlddXorev1%;H-T{Ia%gN3DNiMveWWpi?PV1P9$
z<-GTv!LaFxiPYInPIA=*1wTn=2M3Ovhz8(#S@I9o(HYe*nQYL%0cQP~ovq8hk)n|{
z+s!?{uz=^?a+UtixzZjK7B1IJ*=X<ZJY7Ly;b8zO^l9+I*dQXc^6xS-xz6tc?kA9d
z({eEPgkb8}Dp%PzYqFHtgH$UI6GUf+BnUL=w8<!Z_b?J&;<<-AS_M`_8n3mUG`V$4
z8W$yLY))bhWL3Ns-I{KpkudM{gLmsn)R(p1`IFqPsde(<&))J+VwFh-96OlV9e?gW
zcrf{@9PQq{<tP#jUK9r$W`19cCXtVrV^yj~aR~}GtJ9-=`usV%wJW9(I*Nc{yK8ul
z`aXaDsi7gYyvuWfNkU3Wis(_h@=v}lRn*beJ_t~0*jMU`jShMD?wxphe0X$G#XyW`
zjN4yMfar^wnjt=igt<;k^2kOzIy>{<tk@PU?pT4J{h6O1KxugN=#jpq<;kF8x+>hn
zg9+wKK|nWKIC2<yI7RgS7FhM~SY4VX5{O&~qrmOGC>s4=V$TEi(jlyp)E3^plx*dC
z7d#B(UFv}22ZQQ8@h7cona&JOI(t(x_$Ov)nVXM`D;^)1d=ew&-t_B}x5&MpBnM93
zFzm=Oy3>*6MM}0u_S|(V-A^d&)gM1TASx6#*z9|{qOGj}u$U&p$S|9wXZ*xX$}A=!
z>%1UeblBqJhdoT&5;)g;*VdQ%;AWS;_L}z_YGSL)iizXLi%rdA-%jqDzVKfAi{AnA
zqL=>U+JilF7cO3;UCBdT+-+FK5ztq2;_~Iot;0lf(DL?DfS=!kloW2{j~|_#Z!$6n
ziX<-NQI6szLqo&T^R8^ikJEB#HC|gdz{I3CqMwVDtq{iN1-9T-VBjM^zkRs#ZL`6>
zxJXNqDmw^{D+Shrx4)+|HZ?U7;Oxf_EkKrx_EL&)_Z7dF<Us(IIi_ttvQ1vrxta%<
z3=Iw0PWLhb8K5okCXl7e0;=wpTr!XOgp$I$X<TaWNY0`?j9p6fA#NJk5&)J_JLmRC
zRDzG6pVFA3cWE`2BzTeD-e|x%tDy!4QTwUXyj>o71CGn{qpDuf9M%DPV)j$rzi=7y
zIqM~tSE}ek!URmI0k)5wI`s+_(fU`#cBjRO+P9ZpzR%0!%`?}+QNp}Mrdc}|j^N5z
zO2!%Mft@JA^JDGuZ>LMvqPa6RnqRJId5BvW*|ZI5ZHqm_LBU2rqi<Gt*J@kl<}+iG
zP7a^nmX3lUZ1HEy)@CV?7}T#-Mnx2lHMh5`bE#`A0O+`#y)Vog<GL93)kqnw0`AkW
zJz1Scw@|HrF}kkxGytqiTkKS|GL6VXH%0eHUo&%a<B@Y&Sy}JR4qOJRt3*pm;C&=1
z6|MUK%LGzGqT5GDNAzUZ%G@LXDhKONmVI^V+g>ZB_~FBc_m+K<^YimRitIDKO895F
znn#!vL~P|S@48MuOUB^1D}-;B`jh{Ji-fqij#JAh(q8}1j}LK9xD=WdH8nNK<(4M9
za86jk5ru|@(bm3CofYpcuu1G(3kY%REwtlq7GH6^A}4nY{7-YezV+R^cMpr*r*w99
zMlVngI7i!h_3QUj1Fl<CB5sh7aK3J2c$6HF&3REvE40(VG2{{#O|O(urkUQM%|d;3
z{D~ZwO;@hDHz<o=zkZ=VxHf2ATU+ZgQ+a?#=fkN!e_j#Cpk+X*pheo`2Am?C^jKsu
zxvo&!N8*gamc2awlSwvc44K8Qaw_byxFXV3on%hKZW*yM7@|j4`|267G>0Xe_FGz7
zmaZ>eXD+%#=D6TAMXU{ol~1j${s3}&j)>QwbiPwd@~=31!0V`ci+s<gsI^H8P0jDe
zIuhB~u0+bJsqIGupxEhKSTv&J_n4s8R6of&G(r0li-_R*l5L_CKUtZp9@tm(Qfh;q
zpPwJ>ScWx&s;cVP_YA6X?CAb~*2mC3Li4T6?y26AdSJtq$^5?e@85s<V9w!auk!KZ
zN4eqZsw!(dlxZnI?L3JN^%CDXju)N+K|CpPf?6l)*%MjYG?G+~kESgG4JGpw{6K94
zY6D`Ba}^j$RDLV-qpK?*EbQsamoHn5i0c3>#g`3Aanu#Y*RJPTU76*&VPs)B7=MAl
z+-2*F5v>c&F;W@rhbBeZA_LYYf8U?%G%ZeB1J<NL8&9w|y(P}bOmZov?NMTOCw1P5
z+7oMABQI^z7=97pOIAT4&V6&EwMO~sA8~#JU?HWyePAD=;aCdYEO;hRv}h@kHrpb>
z=Mq@vY^m-6+91>@IZ|h^dD>i=tH8za(_<h$f=ac%f3Pyp(bYxS-c9t{R|OPFNKEfN
z1z-Xg^)qn;yH~ckQ6$slzqDQiG!=AmCmTDvJk`Eg^VARNH$@yd$3jmV$jZt64p5R*
z?p*cc!;X{c_gDGIk*R3`cpf=&1jlS|&6MN0=onBZYJbJ{(b87pV(PCA_C0#DSo-<e
zv|_E<)I;9q$KQ>mYUe&fYuZ0N4B#w*Ho$-AI2&6Qa!FFaB-&{0{sSjb!s9n6LU^uK
zgbSL-dC2yzs{qEX{Cr3yd*#ZGSH15`ZHD*A2lM!C&A6U_m&mZA)g1Qhy{HCf7vG&P
zNVz@Up2EI;4<Lm4?W$Likqsc?Mt@|!?QHR}?!uY@4F`L!f}sMoV)vO6beuKx$q!<p
zp`igm@C1by3r}}Kn}e}m*KMlw?-(~H)!<6V+~iI5;VZrNX*%a-l@5UrLkD&f{5h)C
z3VO#lN3U9bN7Gnw63*nG6j}1<M-S~VEZZBH{fHZ_T(pEUH6tS!M2itL<bIQyL10EW
zIhGa|HAcdB>4Pw!KXhmgSvjdFquV<AB$|9tyD>FZ(?h3kZ3FT;il!1R31`lApC?cB
zfuC*1zFvOIHGVmO?bpD-g?sl-;dTZa!uZLlG^v;*<4~s`d3oJLA{unG()%=P!+uin
zd)xsM5yz$Lh!2I(Q|FHE>??5=mRkGs@T*TyH*(bJQ>V(Cn_q&6=M1F7??U!4ihjv5
zsu#C#-yWOFq43n)v{HWh4kQ=$QzlAVj;Eo$ZGCcy;6mElX+ds*Hv()lste=<NIY#+
zw?FqSKPSK2ngg3+_ytfO$U@akO?#A-lu*FVHb+Z5_3;@jnl24UW{eQF<XtDJ5u4@J
zD;39~T0<+|+Lbw*e`62~y+?L7Kl%pb=bwOtrzl4OSWG*zjw9pcSabygnqoyrCnhFB
z1<mP%goL=fmDCbc;^i8`1u2kOK`CVB=ZE~|ixM;s79dwqu3ceym#o-LCAH>(u5Qbg
zEub0*N)W^*fi;sa9i1)+2uaP*%G`>_O8QKe(=27t(bXk?-fsipMeZ6vC(w*;>-hFL
zkPYQ+ZP{l{RR<Ge+}`LG-4}QLyC08;nXPx48Aq^pzi{FSenm9lw~#><<&9F8r(RxO
zt);HIIy!JfZF#kR6;P{PyuPN)^3{5R>&?|SLHwsr|3asKMpX1SVg<jovbV49>0yM7
zf=YH71fZbV6hTcwP{FT;5j$_tRnRjqD96ju^6>DyQ%|8|zY+;rI229WRs7Jj=XddA
zU0vPyBijxiKAe-Rd|Fu8WOHL(OIthZ{-icm56sGI$TgJor#uiH8fn_`r;1a(y~(gS
zRpsR#$Qn5CFYyBu;<q@B-NlXpASSq6`nJdB(5kzrYJVITJCsVNQOdqN$&?yhl5R*n
z_Y#c^H9dU|C~jgsfX)fBTP}#}^u3>Fd2bYR<UVNomaLv~#_IPYwOr@vUWxgIocz6C
z|LX-<U=VjW1pw1HXON3tN+VV40eUG&P9tMuttpx(36gMaWzH1TRy5Z*j-=I}pXb7b
zEC^yB-8i}BKrkQ|p%=t#u6d*U&!E{pBH{Gt?OPT-mznK|l%T@Htrs$Gl$-&}1D0zW
z8CgJR=##`mc0Bmd>U7!3FODjS04d<D-{PlsH-jRu2%70SAG^8^AyT1sS=re1do#KH
zM5=Lcbi}<-AmS6=_ab}Z|2t^8)R>PR-2zV2YXy8@9@q&EpM!$n223x!^&ARQU<)YR
z!&RrEE`luNwmK;cKAWYa0RjvE*tfKLd@JOePaPcvHA@j)*z)+0HoB8Hc<jE$bfKx4
znV)9`w~ehBG96P*(-t&6^X-kK9`<VxfTAH<;t*5-z<p^DA|U_uE1%J>%~UfTTnha)
zHdY5#_D7Zx1wm+l(u9D;$HzzP6v1qxl~viy6rmj!<e^%$@nuU)!fslF@L*F2^@xgM
zT$=7<=jW#ZGFV$%TV9)Mo=fG|FDJR%TU`78<|hEgA(T9@Xe|XcCdekNyS0z*G}68H
z?%KCUcX0GBhO1cY5m)M}dc?gZFh_EQ-|e*~?VxL%@$;WUGZ7<#laGpMUo9U<F=6^_
zRcG&@-n6>S&qhilC1xPTX5(Z`^uo|Fsr7p=FFozFYhm4AhN7Km)i1-Q6x~o4#0|OA
zlN{iny00$=bTQ`(x8nn}G&H~iq!1|{J$`J)cn>1^Kpv`(t*tFYJn~Ia^38hl*VeuE
z)^5T0_guBHp;{^Kh=dmjONCkO&B>P;B^fLqxcP3~7yr?+%KUEB8Q&Z2?w;xf_Qf(0
zZ>Qg_q|Y9rKfCvlXOZiw5C{bj*-G1z4-()4pbV6d=C)){=KV#Hq+9o2vPpW=n?9?*
z(71civbVOj>uB7lnCkG`*cY2|ylf0g9U|sOV|@xMaszbS!ydb?_r8dkKYdp&{NTl&
z-sZ=Xi8~#_p2c4$+wp=?TD3lLB3wAegN<S(FOj8K(x-Vds^adf{fkuE@~L>Td)NMu
zmT*aTW@q17TVU3Vx%j|~`$X|${&$_~Zd$gHm#lWZzqPfw$h|fs>eG+>F=q84H}8-(
z8<#R|xzI~w9~>WdWwgGxn{N8kqWjMH)pk=qosR5iQqAaq+iDP(Z9FZzPC1;j)Oj|M
zLtat#9a)}1(&dcDyvpm>oj9vuQtpz4g@p>?0!cXmEITX8)Reb{R?@DGZ5tX*V|m73
zmRiy0#3Aq2)A+c6>D9dvsb$G!ll#Wv4_>~mpAfvWYQ<-FeyM-e+utul`sJT~CE@o>
zA3}GRr5hRsofS%zxcI1)qL-!cmD4Tm#7}QO<gAm#Dn9;Fc4Mlk>%2&bmDs-B2{Zjw
z7Cel~UYEMu28GveG^{&vP1bd_nvR*3PD};b_l4~eccWxX;2D&9UZpZVc-nU(tmpD_
zJ^y&e5w!=BHX50Ry?c`@z2|nEHQklMVMn`75lD9rz^U2ScOP-WOnVA*E1sYCd}CR*
zPRGK+B5FHw7A-3%asR)paENfER=jAq_RTEH?#-<2Q`2X|HOCu9^$y7Eez7-|>mh%7
z;R5R#f7xNXqJ@O?T*<%Rq8&6IKKb6_D6}?TaZP&6y@7;EetzLZQdhPF?@P;j!UyMd
zOBmYOo{`Fz-Rx4OlG!uQJbmW;-;we2(ze@Lp6V;-GtC7n#6_jCc^jQg^JP-)l4EjB
zar&CF)z9y=p;5_D)8w$)-7X3xG1qw??k{h`4h^c`Ww+D|^JL~QF*JMxsS7&F3kcVs
z0^TNS=4l@cI-Zb_0O2NCBdrbqCO(=6-UGSw*C?*qsLaa0d1>0Jd;hM)r=Bm{T5VM?
zI|O+~B%c`BI_fB9{nCl%;@9{f%GwU9!n^9-x3*BYb{E=}kIvIk7aRYKoxi9iCaM%F
zGxpJ7ZGMoAx>47(JMH9p`1P}ogN>p^&&nJ$On4RgPRTK4_H3{3_?#?7ojXJ9XNw>2
zAAsfzywCSY2QZOsw++{TB_w)<DAC-UfTKG-uj*H-PsUvD)fepNy&nA6|BLe;N&cu7
z_DAb_O~0N79}+s9{W-l~R>LP<zV`?z%?Ib@{rh<Dj>Jfm$M1=0YyItRlbw~t%<|yN
z8L>{E$cy&OV;{G;-6-{ZxF|n*{bK#+no%wNJLJ1sT0C}qx;MsUdg~v%hUcGXjwz39
zj=Y$q+_s!;)Ef++Sp<(hOVn(-C&B9VwV0(PNj=w5RUv(%YU%zq)3X)NrGDg2QXS)C
zKB0f$P{x@S_f}gOC-Iw0!Q2C;3*n1T44#(_exHkt+rl=)HZm@4#%3tIPnLyEbYEaR
z_od8~TbX&g7skY>T^8wukF_$-91q!~WZpqrKfb^5!|cDdmH3NYTy7RJTTbk9e5n4(
zn3De6E6vrRQ`WyjQp=2=U3Ybsy*f)BbntIF>GG|dLrVD#H^07)Rk*f7_Mz}*$o&xA
zh>h}AbB+^fitpMor0!DXXZA>aU)(K0FOb9^x&FZF(~h~0rQuVPLXVZqND6rc?v8&h
zu~QAT83@xDP5xpf5ToJ#vDA`{|5sPqw(%eOsqJ+CxN-JA@>el?xb@wkzw*~E#5i|!
zlah0cFYC3NtdwHiWlQq>!m86kX9ug#)MxGAv7-jI6~M}aj4%J=ipjJdlta><rKEg4
z#`Nw8{n>UCBX@KDQ)j2nZC7(-caGsz@U#8x)5z1~<Q2ks*5%Y@$-M(};eu8U?9Gq<
z{f<%2r^Z`13*C%fnCB(_>XAqd%YIlxX~5;^z&~psJYP#)l1%>35(b_|t4-T42dCe|
zJdyCNhMTH7sXPK4|2_%FyQSm7jwiXwD8d=0<=OuI$nAdJXHmV+_5ZQxz{Mu@RG(J4
z;$M$a*{34<xixdocKg#d|E`6c+%=z|4Z)B9dc-{cOzrz<w#R7Usq{botJqV$gY=jF
z<NDeu9ky_TEM<CD^*>Kx$|-;Pt21Njzt`P4Ewt~y|7aBa9}nH$M||@C>*L2g|21Q6
zi*2C(?-j2aKh+oX&ibnO@ZY6Tb__8%{Qvqz|9NJP><jPzd0<cGz-yw{g^PdN8k(}7
z|L2j;?VYVt&I*6f*K+Dx&*gd(TE&pIhC+jkm9mA{R;hxH@$+FNl7T0MAN_Vdnk>6`
zoFgPU+E;;%g_-%aY`*i@S55%fXSNX{mDSb!a18+eUw|10wdSQj2Fx*Q03u$U8(_6e
z(HGndSjm{T6tjOT<8upVC_d_iin5xcZg<~s)*I%fuBG+W{nXT+_;yjzLj0#IN}TL~
zRMZT+Xyi0~_0>Z}8&gMas7uAD3+P_qSGtifyMCK}G$yk7HoJ^{{+6FIS8w@Eq@-qL
zW}agUh<*F^Az&pcAUl`bwvm;UU*1d*YJZ{`ztffH1C&o|=8UGrWv)^9qJLgbk-g2#
z@5*Bx!3m|C8_v+;Vq3ECLlgAZ7xSjyh}&<sgOZIZqx{YyP^Q$h|Ie>aux{-IodBOx
z7=R_%oU^rq=d30Z-<35>cO;CibBTyBK%JQCE7RMWL|w<_<=^g6Z+T{sm1VVgU_bAM
zu&1T4*X&^MJt1AiV;UXSrlvX)Ob?n9u9kMsKC=*3mHlh-+|+MoLiCTn$oTnXr%T&P
zsoK8eh%eUG@Bha1-0<rqp^Mh9je0=f;^M#1H$uevQfO!H9}plfcFm|01rdIQH{b{f
zml?VwJo9FPz8#DfE`XhQu+}{q2y%2A`j8B~I<H*YqhZ<o;Ugh`Kz#x;v9_@~4Js=P
zEFGy=J*maxn>^{oykpZgrcNQ=xjdZVy&06dcXt%nu(zWFc%Zh+DCpUNRK5?68@og7
z6zIi%Jl!tQc-ooTYx>~}oqD6$Ket#DX?z&|Cb7&(@;z|26xpz+dsS6Qak@Cou(4bD
zO2h56=DB+1<?4YL4#(G`g+;s7xdXW;PM6Xk$9(zzy}Gf{2Qb+`EUXsz*JI*P9}v0K
z{rgp&o#B$MfA{X&x1}5wsQt-I*K^G(J-1WDmG$)W5d1cLXo)c1pe)fsu)-*Q131;d
zgh9~Ewj*D*fY&l>Pp-sCjdx^VU~mED1}^cIkx}KVqvzvZi$a+J`3zn4Z4SBdN6+nN
z&YaP|dGkSjzA#8<^}<cGn}mr2eJk4k<M?eeA0eRT_qh=U5|{(FowaE1ME?oXP(@Rd
z?=Bj)SN{HQPPrpoa?HQ`LZ`oT=T4l*aX1hLMF`M}uA~AgcW17-4dRRhjTym}f*Fei
zhIVWvmH^$B6%0ppb<fZq&>V_b=b%4upc>t3=KJ@rZ&f}+!x52_GjT~=-I0FpUJoCi
z-I<x01fdPZEq9a@wi!>gMs38Ii;K(cAMcME8ymaK*0QTa!&KA?3lGnU6Zn38G(V1R
zPbjRXuEa<xf_CBrGl1tkE+7!tEiEnmrM=y#GshI2`|pW~1_G0;;4qjV;IRzv?{x5?
zBY`sHKTB|nty$=p4QgH;)gHbsExi?Fc2z~i)&mC)pw9|mk1FUXupv8i=#c4Vov)yT
z1S7U;ajJ(qZFq9B5oEgh-6aqXaC3&C>Ah^Kmv@H&E+)CTvpufoZ%m?>(}Ixr!EL=z
zrdnIaF|BdwTAR4C{p1cZvbIcvOA3mLNJCpfcy;~16*({Q5{{G4pC2JGtOjcKk-%?u
z7DzE}@Q9?#6J#L?iIVbR8}RV38p*qpZQJ%59ta4svpf-?vWQjA$%#W7yS7xe88nn6
z7EP$PumTa6>B>7nbwr%xYhQgkBlo+qkYW1_b-S{yKXOcIczJozzRH&w;LZuo1pM2U
zduX<C8(!c*Kx62`apl;ge)oFb9WX=>;QI_RErx6j?Ec8xo3vxe6jTZ*|GA#ht80N|
zDVHy=(Z0F#T!!t(=tDP01JQh;#01myL4TSV=k)V)Yzb$A18y1`$c=OT`D40RnUq0M
zyUX;#@rTzgQdBMFCs<8c47}mFsw+@;d0lRr0lWm%iG~83VG=@^liFP42Os)-Wo}qY
zOY2LKy(LMZ-FOwKS`rul2daDy9hP*V_kj1q)6;Y0M<xpi7=n0k{>2V6o`^8Mn-!15
zSFc>Tl7O~dz@jq{N_@6y8ynFY!d<Y(<K;^#lcva{VEW3-&k_^@^zCisW9=y-P=X2H
z4+6Z{WkscP3h}oLA{^T*>b|)yj7R{>#@@UE|JG-d7}qLXjqoHwWdRpAcx`H_&pi=a
z(hwp161$cx5krs&poV_K6)Enr{0f|9CQhf95uqRBd2x=9^YQt^uR{9g=SR}`VIE1z
zXxKJSf&N3_GeCHRX@MP?04#gq{mHtCj_e@Gy#$jg;k@{Bc(@we#uFbOBe-}-UNG=K
z2B8~)KV4g27qJ<7QSr$;OFUIIagU#$AK{FGHNv<#I!(y6?y$JSE0#;X#36u0)dcyR
zgs_D|;6`u!8{QJ!67AMh&&VPy5nM@)_>c1u4h0#XgOp5?I;MqiStfyHdhp;uq@-&&
zdY@p}Smo#XiXA_J|2-bWTeti0nO9f~&cl81P31P_BmMk=cLsWR6P68H_Yue>a&6=t
z=gvbTCXx)ck?W<pk`fgt1x_DMPEO*hVUkMjz7N}$<N9AgNIZk6^dth7y^-KkIU7ms
zmUfFEVhNQUTG{^|gLab%@$oIW=9=31cN>w438yF)jTJuFM~}7@+Kx(tgmhe8JR!BQ
z%<^!@ZsNR|wW)oX>&VcPLOj-#I4^lj9L&RZKpc%R=|W&Y5`XyW)m~7VkC2A3T4pbY
zksV&ppZ0`BaxX0{LFA9XjQ4uuM!IjIa{=3uw$T!I0TvMw)F+rvR)!)h9UxIfufIGj
z;t#N~_t2qw96b<S?_0^33($1&WAouJJ%?<pmXHa#25BzKebbEuyLwqx_B9UCN;FOE
zGAES=4WFzu8Grw#BA>lLyyHdP%0X)Wr}9eu^AGkKr`K=f|2?<ka#C1atkU=%4S^<w
zTi-WAT!vR4^WO{`8SK1p1&HSTl%B?$<Y(YTEPIQ$WW`v6(S@(cj^J{UhX}WjhX+Y#
zzNOODt0;B*4okU3;+F7FA3>#`ao-RpSeEYY!ybrH!o>+qp0Mh{dsEZ)^(VsRb9FTk
zPoKV_;b&MW3BNT8ogN82tSOg#4}YwyBgg)M?`D-qn(oSfiGqV&W(34pnaFOAn>@(C
z;1?WR1z2@jNXQtrzlInosb;I9q9U9As@>f^Jz%a0t7z*Yg&FK0Fs1omISo)nL5`sc
zd&rC@i<-c^qf==66sCYTZ{L2xfdr#`6ijKK1@cA^G-TymGj-UB3HO;|xB$Vp<LqV{
z)>5aYr4hxxy84pn(pYOiMBZow4id5p;iZF!KtoTz({T9uojW`bfT}Aiy%6#!NFmZu
zML-R$;J%2X1`U`v@tf<@?hutU3!{J>m;-9>+1q2iCCQH`fWM7L`5YPN&Wk17O(ORv
z=)oGPaB5cjGUke&+_h`hM0WuVs%RYsvOt0&FK9YW7Q3y7gUNmcFA5)QizK<#qM+c2
z(}PNfB=@nQ;RP(O$>K2(-vHOVQS{L=KL&+q{yqITKfmhe?AX*HYw&$UO^=IXP4gAZ
ze^WQUb~}JQIlTu#O#^evzXHK)2(zfK_n->9ZLZtH&WghN7QP(l5l{ay8;ri@>WpqC
zr{(&Rpm=CBb`X%2i%AQcG}@8P4hQWECaELfL5WZ2R%g4e-k021HUQl4hOZaiC_^|i
zS=rfBN<vcJPQk(Be8Nz8H(_4}!1>Y9aXCJzV2SC-5nk6m80#`Km3wuNQR*of_#R<3
z`bS5@EDw@V(!YLn064lDLi=c*mw$YsZSqrInYg_nI|G}e1L*>!wH`|brCIZs#69$j
z-qN%BqotF_*<bBqsNcB@Sx0=jI=+PS{I0mw;WV~8v5|2kdMS3FhwJcL`nH}O2gpdh
zM)mIQH2Ni5?a4GK#=*lw2?}`BrfE?WPY2O(jv#HnCY^_ST*P^i2M7En06f@gxp+h1
zm!NL}FejMk_Dm!`2FpG_zhTb+sfM8Ky-a7vlu3XIk;*^886qn$-w%tjN>??!YVdpp
z9#MjTqy_k4Gt@xTE*#t$xE_YDHC0r2f)0647^31>Oti^Sz78nFNJgD3UEW$#Dg!5;
zptfea2*04<Afn4<V`UiEy!^c+x%_A%a;|dbt&5}6fTGG^k5N)<YHF_5jN{*Dh8hoz
zR_m%eSwoKe!sS|!&)qkadMz6bIiWE@Y(Hf?auqQUGJQH(ew@e$F3YDLKYmO;cmDi&
zu;QvkjW`P&>s#v609ug7tN|-G{*IqS&SclU6doOdXKQV3z1{sGQ{V(xY(xb|52}IK
zX?Tbn9Io1@5`YOJGr}K_%}`uY($b>bw~&iQi%8qt8mT{VHVFp?JOc00V~N)%7g-Lt
zW$SbqG^U-I)n>40O&aTTo%y{THIV$Atc=X#`Er29)O+I42)BPpK9ManI?-1q1vk$v
zc!3~m@GFhxb0J&+d_c&*opk{4yBIGQ6gT?!?_WYyy6S#X^HNVq@u?;4tFBCSrf|CQ
zXubD<=y%K9ydL&R27%kJS|`(V3aDY2^_qMq-;ef&P<zn+0lR3$KJ~m>7}&?)^Wyf^
zqfzz3)Q%BbKC@f>%@>Yz3=6Us@wVk%t)vOwYH0Xp*?7N+G~ZDPFMf8GnUWZpgM5^`
z?M}Cne$5e!5iCF2N8LX1`g*ssx<HR{kUHR9q^O-7mr)WNx6*=Y@DAgOurP0_Nk1YE
zfddsc$FeUP@`Uxsm!nwc#J#CzZ=jpN0mQN9Kt@I;zxo#qG|J3Ru;|-%?2wxzIlAht
z*2~75k8zZi*z;tV5&DenxU8sX1TUUra2Eh3VF*H>i@&G4Y%hqlOVulj#-s<@LiCA8
zSy|(*cDc-t?1Rn6u-5-L{%+{HU6?Ag2wJ&Wcpsj_Jqb(f1qg0OGeFXx=I8(P`E%Uo
z)(};c9b}n)l+H*g_h`hqxtjVrUuc5Ry@O|2L`1?6NIsq+$fIW6jGX{mb$|?bF$oDS
zwk=2OB&6Yyk&(Uh^c?YsfFQI;9J;0GX9&9lIqRI52F4-E+}2^hp#m;e@7hM9k6Ub|
zFa-9so%rF0SWLcymj$}MJyo5YR56gt*BPhUo;yA<p@0HO+Zu@K1es^nMR*HfR26U^
znnulz7YV0E=NA{*I5?ib*x!PD=<~1$*nyDWM59wvdElTvZ)TR<>0D4~pl*Niq_4BZ
zm87JkVyA^?ghWqGU4j0KUcyO0_-^;r!eW3{*eeYI6II0Y?MzdZ-(q?|;3pJR79Ji2
zfh`>8)x@jDTjNS-6;*y~l^hQ|xl}#-t&-ewsoQS3P{7nuks|7X(A3VsdW(IB-BT{v
zU1#JlQE2vM`@`%%E%cag^TO7@b|*%!zPl^@w!rcB39*f<J(7dE!LTP`rAH7U7~6Vr
zScKXG?Q1qbEM&9`*4BJT+i_3}RdQv3(O~!{10G03O&~f<pe|Ib47;V1NZ^&|EU}jU
z;o)^~o@o``PYVnNh97;pgp&rOr(KwYeD@N494d|?Rz|w33J`3z<r32jjIVG!y@$V7
z`x$GWWI4`XN1jDQmDJv3V#o*!ypNt<78dLx`)Okcl#apJ>f^BW{`~pVWoZR@3=Y+}
zkfQ_Va$O{lV^KbWG+L+*3OvE7`vcSt&94R)?IzTs(*gp9Xe1Hn&qG7$5&M<UEa^|*
zdL;eyAs2}7ZQHj4kOW))6#(SpK~tfCRls}&G<@zxVT-07pbNr3jXVHX%RRW-VSjly
zyL$|~>W6VD!lVTpBEai-@RU9Y>|)T%y{IIYNxty*5#R|E2GF68a&bMw<>`2|%CTsH
zQyJ*hzGmpf09o+e{=y6g$ehGCn6U35j=@vhZh5o)72{z}a~4yiAfT?5Y4=TejH}(e
zd6SryDWn=`dbl=qNW|18wKDAcN()<5G9a~B7naTsJA&N347jzEiYgIXMM98hxOp@f
zmjGy=JbfCAE$%LJj{z2}`1A?$9GCs#+5i{`?15!?=c->|KYawIe&*As{q)>cywGzI
z{cmnHKa^g;+|QUOfH8Iei);)OJu*6)geotlVYg(hIGy|2p{!L64sBwH0Zv(V%*!Ab
zVbnmqmk9yYgxo^(w=g9iMZN74*aMXsm;C};xYxlgv9_a>3`R;Ohe&k8muzn-l(=tI
zVL2~qn`zR!lbvpNu8Azm`K;@bL)uO652uNB7@ZVO-5MYks=N|Yq0Dm0X2()`xu@S1
zp2LRC`Y)~N2j$M5*EH}tw`F5G<|B#q9`c{Zg7UP#Og$ImnN3$IHi_Sl`zM7}8A^{w
zeEe}({i_;yiYzK2dJ<DXuw;J(+k$LqH9w*}N}&yRb!1djJlA1-CMha34-VZkc4Pa&
z2@tFdG*SW{6YeLHU|!uis7v>3Z4H3}T$X=%tDF_O+kJ+B-ym(0G&7>5ukyoNftJPx
z7!Ym;=+)WC-{Pw=xHRF?MTZ8uB?=YRz|c_b-Q8lM)dX`u3`XMEqI}CZjq)U-y#E>;
zya;NA_Qr4Jp@&qG`m+PI$al)gDt0zD0lln@FrNT>s{S>Ugo^`}7b^R9BvaT7E>Efe
zH~63k!@&lsq7Alix8+}CKE899v@^k+9FKMmN8h}u8NMIUvjdnfSu?{I11-|m4Mi-P
zbn){J7*N1{yurvB5yLnm@76x<+P%9H7#jTHOpkrv<%<?CPXE^nAl0-2X6Q92UU(GF
zh9_8*ron$|Zf<V&E%h=oF{V-o-qCDH3@b*sA+aCtR1<wW4J^LC+Xo|UQ0JiZ{rp=1
z3Juvku&ER1zI6FF1t=$iqd|*sr>Bs%CW36GN7%Y;Uh6r3hG49zsJd>EjEqdAxT8P7
zFfsFln<i%NdV7yR?gP~Rh<furE9(|UbO0onU<3>oFs(qJL%383O0A;ejcn_#jxGLh
zCB(SQKCPQ{ba1$b!x0%7sRfD@-rDMl3hBuiBEXS80mkXkix3nd*a+0bOOqu!J(<Zx
zA?8jQ+bdUt5<q~80BQkvz!v-h{aWVjmScFY$=7t4)<u!shzKn;o%o)?1hd5a_;;m#
z+g+7PdGMDVo7{V)jeQ6OD5!oYl6N!GIlQoJQ2mEUBKInf-jxk^AS3}Pq|VgTRQJhu
z0-jepLAbrs$~>m5th};g$21=m71hRE%%*I7Sw&fM?0Ii34Ev(`@=nIBjbD_J`8_lw
zqoqYZSXa_@(kTNNC`=*Y>R+CWg1`f8qa!2edg4}+C5L%j>O^$g`$RUI*F_S$$CKZb
z3YI~DxXR=2@BgFJRSeA!xvMt$<`I+~z*Pe3rc9J7a)_Yoc3EiGM0y>LqEhP<cH;j|
zr`vDxCDqVwMr-(3Pa-i2Zv3<SL3gQZ1TZ&kvbK(cJ?!rR;53MAq&%s!LoG$a2N`vc
z;foB1tJ6isGtX`gL8~PPbeUdQXEkxptSD23jSE1CW72Tv=Bp(O-av^r3?BbzB%Xw3
z@_&;$j%oe#P5`_hf#?6Kpp38Y(g^S`u;%vruAQE@z9hUnL0N5La^|`HrX@$6k+WW=
zOJB+xMT1>Q*Rt7SV`I%i(Dy-Gz@V9~bdpoPfcZCtgIm?3Fwa5EvuWpY!G9Q1Q4A{S
z_vECm&gK2YRJgm>61$e7?BH0B;SH19`JK--lNyeUluta^(=aj3tQgb#JzCP@#Pc(L
z$E&}7-R}WTEE-nqKx?yJCe#7rkuR~WeIVyqxVfK$UQ&TM=2k~y&3WQ=0DTJ6DZ69!
zwSDPM@Qmsx3r|zeT#hWIuW$cj>u+n9G<El*hs<O8Ev$+6W?s_su0;h)WN0`RA3Ahv
zN8ClWd&??3_I-w)ev(HNc}B14GI@L$K0UF@|KR5bO3D+IracXw8oq_Ef+}WuEH9hg
zRhpLLV}9;zQnB3F@R-wQVQ2B)rdkCW9U7VsbkTc;WNa-gFZ=uvUK=*!n;HFCv`XvK
z)!AAgz2n^Xw`Ukbr41ib9&%<W6cGMYDVt3*w=}M{81?ejwS7?|{&A3M!onC{F^*tL
z&mVRq+Eq6w`m|M4yz&4F&kO@!6H|jk2RZFc#l#1zPBLbiM=VlQ{2e)nmkk*CG`;xc
zt6<97U)8~Jmu)aQ>Oo&Yez%~o$?QFLI$M6W(JT8CKV=Q~h;Kfw7iD|FIPuvtdMH%l
z>8-v`l(Lt9{~4vfm7+c8&T=@crOsnG<jn{A-508|Ms@f!eC{lpIc%3Hde|4nvGJ^p
z=i|PUZSU_G)^G04OH6SjXSY0lQ>`sLOjj|po&R%DnM4%#*}u=}7p44K3cX47mU0uU
zG>&=SWerIGD7oP)YcyT(j+*-#fYkrNJ)8Cdt=_Y;`iMa$3^-CBK1{imanK!!8G|si
zNUMMzB;`P41@4=YC^VnJ&zCscgSHQxat3feBPP~AGE#$HlXmEYUg=@TPJ{;!RS3kL
z<2NP@4ilBIrza|Uv$@yx(j{eyJBK%??vfw%*)QuM`-)obN$d019$VkMmf5DfmqJBt
zukyLiH}>w|H>$Xehgmk{81v3w-p}Tb?A)fX^F*BYtHPpbCcOGv`c>ZVIT7!G9<imS
z?y$=>0Y&!4(&x7TPM*Njpo5dsY&j{_{!st-_kKxZdcX&-Gs2K52G0-I><$3+&&JG5
z0ulvel?*7GSF1aV*OXQrCv(3${2fi)0x~xaDdR&yfpVFfYaT{8e=g5Y_c38EmT=x-
z)&i_hJkV`7d|J?T+Vh%V0d0f-5H>?c2wW7~TGtY;MAZS7Q=CQq=s+gRC|NuRvhqZp
zn;V);%=T@=*J<b7sYU-~QIDE0hbH%)jm=wNF$`Hopl=BrJN)d)lkU0~N7zVv1;uZV
z1=nt<dNEntj_d8A9r@m{or?5KuzhS^k=G+NinzpViK+*|KDtRiclt&f6>J`%GAoi^
zOcGc;RA;UCgobwq=~TYsm$Z0_8)v`z2~cwt%;^hWI=owk>nm4vNpIN1lLlUO?~>%g
zmSWFcfL)%XhfgJja|#U~q&yRzrX!pAs((N>AdhyW>kET-eX5kG&~qj?#h){IH@Y=?
zlhj-b4`Kj-=#-F^Fn&%P0VRor{U{g2WCtdx{4ivU`ET!-7$)$nTwmPK;ZO7wg@C4*
z1G=|bTebqh@gIYrgM-6+==+bUm~Kog+E`l?lmZ1Ek3OpF+TZaE5@1_zuw59|tAYv%
zGMGxwMS1Pa910O3AYyv<H_(pw;tvCY=)kE}fj$!LJSB2n4^3YqNWsf6T4Ni<|Bk#R
zLC60P)P1IL<H0v?-f(E9AATvZNdIb;asjBjGcVtERK;n2<lO!HLR8{^NS3;7sF0As
zfJfq4Ra7@Od^sRY;YkU#lR)F(DDXX61=hzgddv$pUJS~f_-qY}`23giXm8s9^8gvF
zI&AXIzw=_c{xhaoYY~6E*Ot&XU}`l8-uKWCAI?O(Z#V+?HG`EVT>H3poVOtK)C3rW
ze_GCU&&3ND?iy7I8-M;&^};6A$NL4Pd~D^8!`b{R3n5xn4Py20R;(T!*Z#OQF6?sk
z6X%XHb7wW{{`4*dL!F#gs^1<JO{!|L1eq1ms5HsRg>R>_Cqsa4J(4b?(n@Ywq}D_B
z%>Dj{PZrVhcSg!<duCiRnS-yn$656{jlO*F)*w4{(|oH^@3`xEPp)#n&C~Rh#fzQh
z$O~<yuFizzAAla5`9x>#b4U`vIwRlGA}m<>n$e>_1A0YV#=>!W;lc%-mPPM9jL#6O
z_I<9xgb0ofoP?<I#5aOKBZVSx!*xNuE31NFQ^E5>)BKHBJ`6%EP6T&~tIkaoP0wPU
zgP<n~Mg54|^3BdXi|0V8mc=tWnkAMFV=o#aMFKFZ9tEoC*U(TEgxeqJS<$$>24GLs
zDewnD+O^ZP=>8-joMGjQ=bFUMh={Zx_kn-kMM06hU;!=B!Pz+=I=YEy4Uy^oHIB}G
zrcrtiP>H-Djc1=OSvrDW5WC;)I2@(vz;<#n!m>1TT^an70+{Swd-nXJ>%!+dG9nAR
zHlPl1Ibigm@Vj~!E)4Y5-Lx(9@DB;+*D4YU3fxgzJo}o(*D(906^}AWI-5=n>%y_0
zVb>+ZL;_Sr_NZ~0R~-GM@R;@#iPmL_n9GIN!@BjIPJ1Kox(BvNONV=9(fSM|=+~^U
z7v#QrL1C;AB;in;KsI2QJ-y^Ww{g?(i>r|pZ){_;JKNmnl3s-OzU&q9jIV#ak*Y48
zJ$v@SN}%I`KU!%T#!Zp6kh(EI3H5k4nYX9Gr<E=^S*@+*_*-Hf;HoB|um^nZH{93l
zFph6FF26E6c(Mpw%x!pbuY~a#k<X7K8Y9K*)60wH0dfh`d^v_xl9b;*wg|%z7TBt_
zh3|T{Q{7<@B%#)Rf>u7-TOx)bPQ((;fdiL1AdFNR3Pp(E?I@^KC%<F>vG_+tDPoA}
zjuG8+FR-Lmixby~@;&h5hP>Ajm35*p@vX$X53sV#%Oj0osZAk8v&g()K6UC(;ld?i
z<tsvO?P%p+S<g3I)Z@tcdh6(MvQyGm62jX2Ob^TEc~+A1@_x+-{bX6h>#xtYB%NwE
zbLWhCWo8ydu1#yl-e^UkS8hT<Om0_hx{Gex5mdQ4u>D&UAE^d4OTY@t$EQ{8j30lV
z-A+ZJ+%g&$o)#BfRK93a`7)C3Cf`r}+*jez*QEsco{p9!+&jj2D(s#OpMIWotw_o`
z6PHpDxv=pC!Dfs6o+>OBMd0L*%!d#<PlJpgW^Un;{s=R0DD;23NqGeY%8iWz`wN5-
zB_*R2w829haEN!%KME#9F?S5LDkM!;MrMbIh{#tkPBo?4X&QtsjqwnudzfSE2-Yoj
z@FS2Qh+^iYiUg#_EF5zr#+zLl`uh40ER0M{+K54wb*wYB%v)UF_s5vAk<n@UDIFMe
z3?rDFOZN9l)kIld$9KRoJ+ruIjPnpFV)K~nh=T{_V|w39g(4M9gjqFAs21mPJT+))
z+Ez%bJvJg;P1h7R^<=QWAd_dUUe?Z?%sPw5<7vW@Q=0&PP;Fo2@3cxz*6u0A{6e;S
zyz;l5?GNv%KK*-K)uoX0xm=pdhvq{Z)8{grBcJq8*B50g@f&3X{l$kXXv#0FCmd0e
zjA*D4Neo*y5#qfYUtCzM!*KBL@ca9<A{sGSDy7i}UIsP~B^sG58{XyNrjBxW_mslR
ze#Y3mEnznaPFckrp*h&ZiJS+v6GIJ^hIJ+9KSAPLMnXz=82AeR2!Mxwl<r#O&t}Qh
z7dbfsgv;A)ZRS#!>$w=mAqE-W!?jqmn!37M8*3{NNj9>&#_{qJ6ti3C`$HRzQ6Z{O
zA2PMm2niBB@C=gQ%}gz9Gc{^iB{X|<p|h0-^dQom!)_8O&u;8%Ec#p$@s)u9%+3Yk
zZ8qqOx0FjPb(5B(NY>WX9TOD|Cn_{{mu@uV`Ev^3KLc=#tZZ!la2&wZE{k3cuX6f)
zTY%4b@eZ>+?-(j=`p6l*CjMsePmtQ+aM_Ks(-0*V0(tcd@+5Xs1}pOe79H>f7~0<A
z{xbZ4q&F0&!3wVm_iF^U2|p}3rn*A?e7D-W!A1}5m3r|Fw^5bHtD?cbN?qjBzIFR4
z9*`1_o>0*d5csK^cDT7`$}}Y+#=z0uNpi!!s901ZB}hAsn@>RRT9~M0u^#(UN&8RP
z>^&O-EKB{m_n6}fPA-J6_mqB^>``v?Ql8t8>egy>w`?=pl1h0*XSSt)4wyr$#7U5J
z2jx$UkR?EU<GE2BicEu{_i`-wJM>^kWW<7Fi6I{-k1b$gv7QpbHnLbR906PFDR+=!
zRur7z&0KBA&GjXVU%<;7ad<BY*e^)<rrjS-gU&0MSVR{c3O6)BAyIO=?{`@cZ0f_0
z<x%#%wFra}H0uPCz)L-V7H<k1bX@E(A+QR{8(j2OC}8hzRgz!VpIcf=1f8*6vdZ4d
z>K8$%fv$XUL?RsHI)sG=-j`>t92IDg9oHAWC+QXmp{@`~RP%=8cFd4K4<z3I<AA$O
zx}MKVxTqFR^Ahba!H6IW%Ya0{c-ActsoS<~+ly&s@Y^Gux!joFAl|w`K%={)!JCIM
z5!f|9)e`~Q?jzl|f8fYt;+0afHjAyCynBPyGU5tX>gT-M{X6O0Vh(9g1Rq!u&A8F~
zz4)bWng+LVHbY8#-OuqT4Se)MI_&#ZH&4-@3RB2?5L2vVKDXoi3mKLj4?pG=$9-R!
zj*TuWj$2wOqjQVW`;~V*vsvuJb666dknFKkC|kS8ulXj2C1q2uC@yG!lEDcT;}dGf
zH)T@>r?*$WXf5p;pRP{Ev3v4l-I~5<lR7{BFWJV4HWFO-!siXsgK(2PdGh0gmpX*)
zeVNzEQ!pfc>{kB%f9~w_UCz{hKHH<BMN9laQT%%@;t%f2-&7~QVIsI9`Tv_QXpi9G
z<lKdG1sB;JBWMPn4f$risw(LQSU`IU1=H*i8X9VzC5Z>|J9P18dlS)gutz(1g5yOM
zNj1-Ef(u~|_C+q@v1`hFE0P&Sz*tgA%<m=M7X&I1h-k~+BS)@4__4CHgZV5JL^=uK
z1Vjb6Wxk2Y;NL%gp4HKbOuGY&{SVg8x!vLk?VulGC@6(Hc9`ut3naINLp6aCcZC_5
zqX7SV4<3|raS<m$cw?kP8DpAgISESz+RE=sud&QE?%@^5QG`Ak>wV-HR70HL{>e!T
z?rFR!2DA|j0x>WNwZZxUv7hM5L?C^E_S;4bzrg=QhvDijC!!m`JH<$dphSER;*Da&
zknzC4z+M`fPmst6xSFPj_vFy9Dd<D3Av7&OM@A3A$@1;G<qXg!ziBJ0+s2AXuS37j
zA-g9y3j<QJH`}kcAo7S8<~;o9k&=><=7J$E;&mS|KFoeOPeqK!SzB9cmAZ(a+pIL?
z%fzd{z^gxf@q%Zs=oWCT5b*d&P=1MdB4ku*8k&w`$83v0A@?G%eJyzw*9ja9)7CWz
z!o+*1UL$7^eF=Mvi$7FUw7(VOuDAcWpN3z?_Ghg{L`C^*h7@i%jUET~twaNSik=cE
ziu4}xK-ZWy4;>Z@gGT-6m2P4xA3g9*zAy|d)*I!wW6lzjq{Owr2=_OMO|x=vy!%lY
z#HD@=0vr$pJ}ZJraE$+LDZe8W5D;))TU+~q#|Z?9bs9%%=To9O!PXEE6m$`<Dqw)D
zg+!R$co}pzFPenBzm9F&@T#vSij&2}3uvAzY~jFb5GaTvhjGvU(cXIpMVWokqK$|N
zaf~2AF^maB6iK28iYSr=nw*nL6qFowR7MaKB}fKIl7o_?Afh0mk~2zDvLGO_?>aNT
zTkpMk_g3Ay@71e%x9%S^LO0$0_4&@(XYaMvUS}_4Q4ZZsiEj!KhA~ML6J%L2(NI0?
zcqU?J=05|AiNCe~2wkIph=aqHW<^L8z-Psa<3&V!i~TtYB-2T_(cpqwVT6Ny_$V;T
zHN9EYyDPDIf>2@!S@oC@SCpmSeUC`Xvu8D@M>w=7B=W~~p)4b9Z1^}XfMkPs9epqQ
z6b~Ie`jF61=zE3!iqLfzV@rL>xGyNyWJ>6{&Fp}~1=)djZd^mWijejEz-$JmHke*C
z{v7!!h4@lnzmbury9UH~m&h%BXd6?t@-}%QH-abEoM9pbIR8m#4H2E+0;_+AfK1tm
z-Z=EgvtsWa^uM(GD}<kYxS}$@OXu<VD<k|&y$7-UIaE_}#6vPNGA#SIN24tn)kVS^
zJ2YZz+ivhgafDr&M{%&f|87x{OIB<axf!R|^<U*@V}+v&IP#MIv;T}P_l6XjA$WO`
zNg&9dbeSDh%IhHYH=2u4(HEI2yx)qLQm}iwDy<4NPz8#e_asR``>@8aJtnC>vKzwH
z!)k1#Rf5Ey6eIOw$E=yDCh3gHOYOnQYD!&815O!?!8*ewRfb2DbUR0iot^aROkY|S
zv{}40%i)99mD1QF5^YO%LLRr~FS@7i@4nWjlpFKWwH|vY$mWZI?wER_J5=^q#KY<G
z#Iy&`l1N#FrOb22RE*1o{}-dVZGPLX$9HCTDO_!8HqPa|+^3=~NC|Y?bzP}8P`*yI
zAU3pCZajvBEZ^8nvr8B2PS<{`dmvd8TW_+(?U+wh*fyup-MshbCd<~BY$HSWbGz!;
zo7!#9=lc}dC<+dfF>XeGn5o#W>1|Dtb#L>p$Q${lQGCk3!A3)tLuJ6!UX4t&`=7$8
zr;nR;Ype(dToiXYRLbst`maKjX!$@s;ZQ(08yl09?w`})n(UhFSbuop4X4+aodOf1
zV(qHn2iN=sE^-s)@v~=ASeHqF`H@`4BfYTbE-nxcBWf(zQXy4Zhhi0~+*}jX%H{gU
zw;!e_xIgAL?ZqRq7dmZMwa#{{Zm{HBel)BcB68bg-J_4aGf5|2xy~Qw(L4KLMA-<B
zM9b^5UYtqVSdM`hJss)Z)G-0I7?er|ATvlgkQnLgO-ce-y--MThJaRqeCd??k}wLi
zUSFYZ{kIQU8JefD#UL!+Y+A;^ZF#R?Fmq5VM}YO+@^>-b7qjzAycM$vPeLpYoa~Tp
z?N(WET?yvNJlpj;QM@B1%d$fdF;EiD5~$CMCo34w(3Ym*y!0e6unKu`h_KB*NZ_6$
zBP1IaNv*c*zo?(1X*qJeDS3z6!moni6*2?+6EmHkT8ce6t&oEoMKMkH-hZ+~Gfvku
zH!vjS+lIzEa~A;;Y=H*W0#Lqyl8S=OBpR!VY{mbAIeO7`ZgXAL7-`0baq^-34}gE1
zgxDoz{3$*{YWF>C=o7OlPAtlnqPJq+6gt&T4G-p&uo1x(xa1Q^53A7Scs0`LKFW+$
z1=AW4;o;ENAO4g8YAtub39{V~K}$At35$R`QS0I*1E#3HBN{s(Jb51AYHT_z^FG5a
zfH-qPs)j;j-+=@1;>%#X=z9kSsL@Nn>4?Eb=%zim*DVh#hUHY-TDH6^5#1p^U1)Wn
zxlSucO(<h5-W9tE`7d`4l)~zA)IKj>9L8p2%8j)3DnLBKykL4=fyNJ*DSSBGZrj24
z)gR0<s!?wX>o0MafgMDlw$;nECNnEI7NabXG_awZ_q6RL-o;x}Rc)UY<04<i-aZ@Q
z%1B1}2(glZc#K2j*5B~@0|zPz<BxUlXhS17ff^xMw1M^r-L1sujTjQ)5hO7`A;%<q
zI&9Wtw6!_FHJi3(8WhhoYwg@9x%dMTaBN1{_u9nH9wgV|^h?n*ELHiY0<*Pze}~=A
zSJwUKBFgzbaA=Y{ZgEp3ti>)?;gH_2$`J`il{G!-K6yDM5H~Dr25Sl@gUe7Q18;;o
zA_r0fL|@|Fg9|6j9~=}EfmNc(;3BaWas(}m+-d+h!$DMOsP`gZeET;j&cOUS6lTvL
zO~}IRGQV+`M1isonJ^Q29vrE6Zz=C&p?1lW;X&Sd7oGf3r3oHp8ULwox<gI1i)Mmh
zmbG=JCy`!3*AZ;yk$$n;NR__kblZ52X87cbjrZ%%NPd_<Dr!$MTWR=w3Zuk1`1Jkk
z<rnXbSCwDmZ!cy0Pk?RW)z<y8xTMEe_A%o|$CGQuO`A4Oe69bHf0RU`j4OwZ&F51+
zneB9Ts35`b7dwZ<2yv@Quwr4X&{69+kL><rjOmo#a|B03!9<L!s->LiqCbC!n+o@$
z$d|Yv?ubwq+e-q$VVyFVwf^jvkgs-Lsgt~|LcTQZM>Cb&mj8aHKJYjs#7R!gasTcO
zirNt)Gl~@QHXdPMH`!+uJ(tp}CFuCG|8LoR=ahWpnak)>&TwJJ3kqg&-?hTqEE0ec
z=FTB%kQ)XCI5P{2sH-?GWi;%fDs6v)YzXN`XFX;6Cu*gm+WC{F4wuP=X7gt+aQ5}}
zRigH;ByA*}r}vU&LM+?Br$zz<Ksrn*N0y=i8%zLKAS(%2jKRm}6EO-f9wPMz((09w
z!AoW;E{|lZDEJ|gBB&``CJ9XgHh#?}j=w)&Ge+u-406lv-5&uXUxx`1EE)-bK00b~
zUP6Lcno&qX2W03QE}Q?_Cr?bTuRtfU7l4W<p2WtcrX+D|NTzaA5dSNYJ`nvMB(n^D
z=YS0Wn=d!af*aIYWTdujg18&DH?JAbh#iCy1Y|aGD%~UWI8xZ=4q*GKFEYF&`-SL_
z2(D0Ve69RL%osv45)jdUjweVfxl_OYCFD43aJ^_nZMF}~c(*Hc)7k&31$ZY#Y>CjF
z0f5$^;_iAP0sYxm4e#Xl@GZ7<BMCn=>4L=L3ne=vG`Ym(6y|LY85o%fLJaR{oN-w1
zG@4cY48hU#We5Z+9nCiIDI~iNNn4OlF^YroL2j4`Wf;=Cgz^<mQRe_Ss{BL_JozIr
zD%)w=bQ6d0jrae2@9EBf%+M`aw>byBwglchnY+^StA;z{6AEly*PoK8%N<dS(2<64
zB&U!=ZiOozN)F6`t0<&MW#ZxCLDaI?5@8VpvA-9ba=yS&fa70hYtozm%#>t<$~k7#
zGdRg){d$7&0A#t6u6+vXO<{-e@HAqlT2Wi;1Kl}->NP-B>FMc>sT$kBJmKKr);w!Y
zeBDIcL=pqxu96KlqC;f2+pjCw>aPK_K($5GOR!Tw-;ylYU>Hp#VyDPmK#NEWq)bHq
z4B-h8wjrss`_BNhCeX!Q*wud_m($Md_cvo-qq!Qn@Qmi$n_ll0O1pXFv)6C#qE$I5
z^Vdo%sBB{HXS%z)(Hp)Vmxa9j(KQGb(f;<bE1<<fumN8i2F?TxPIE&vrx36P`9`j7
z?B~CshC|1IWbSo-Hp`CpE>Uxo``?BKyHbTcx*+Z+`e)$lw>#GgVwBs5ca$1rwOJfI
zb*ey|b6Q49N*_<6n%n&@VhxPvp33Bsm=HEZdwTa?|I@X?j-N01vXu(6YX3}A+QHJp
zCzNH*tR%m?U$M~NY(q-R2h7-ikg;pmaHP^P;&{BWytr-qc9m#dxEx_h=FZ{bh<*wS
zKFVX|I(MG>QOMx?zJ4`e*C`3YBEJOF7VDCk<{dfEQS#VmKn%2wiHS!MWzy`{4w5m}
z8Np`Q#<jt9g~jrIzRpp-+`oinHY7f}bYs*)(<&|ef*-BGFJA1U(d%!47VR#fw>(Gt
zEPfl%jpUB$S1K?*%hNwnHY$2a)xS<%>P+E1stj|c{(Cn2aOp)Ce*xcTU1iyZ?_CFZ
zHQz4mx)P`HQh3Ykel7XXy;e{ej_&K;5LcZkWN|=-g~#wmJ+1H4{Bx}*GAVFkM6Epp
z%8D);MGxZJW9+uLN%ONE)}%E7SRibs{Xv{#eTAHH;)DFO)24b?xTs4IbY%vDVe?ot
zaGi^T{-`Cs3?)Cvush&TjReDpr4a<Z`NpJ!1uU8{Qa)0<<Xb^_gzS)bt3tLy%5Crf
z4*!{PI~^n?noJ|Ek6N$F&>uJVSli98yTR;hXE!Zt=FiUN-&W(vW0z}Udghm}>GtwJ
z-5FeEIWzIxz+{`v*R{V#3}e#%^qL;}`1BcfW31Ctvz-kMmOfwnR$fnBdYROiziY1h
zYwf*v5u>Np->%yo=U=wIrYU}`WUnKu(y6IMRX^Qd@w(H4jkYqzv}Vyap&8R#3K>L~
zCM$`zI%4c@r~WOZ?GH$dBPeDdTZqP2@~r-8ce=#s_6CqHf#87gRzmeeG)WLv66Oyb
zXtj8i^o&K1M+K57V6Oi_?!YWSyI|257>5Dw<Aa<9P)9X)MzNB<_j!P~KLFDq4NQPk
zpCm)b8kV0}k{xL9#F^!0e)DQ)tMJb3$26Vdr<X(;-!?h>i3MBsy5_9??s`eY<5=69
z0<%9RZ_xAZ@#zZ-$`(kZdz5S6J140XW1}{n@?-UoeP(})vWn&0ai%FbnhYcDUexTV
z&#5xz$)^T&^>d69A22`alBjwptdy-iIcr~aO|*_vM(8QWFUs87qAk-MhPiQGpXN(7
z1LWGP>qq>0+fo@Fs3#2NTJc-#q<KTgno`w{rthAXx^Ybl4o)^1)58O90%3Kz1OI}B
z?AFCLCH1$-0uc~E!^6M1iC}bqgQZlr-R_IATmE{juciBCq<G<8?R580aGBd>J84a|
z%N(}eW!(eTgGax-EN|kmUP<1TZW7U}&Bn@He_o40*?)()sws28&x)L94-(}!F&oZV
z7|2-gv9>X1-f^*Ut9iGl!*H-aicuqT2ly4k3hsu7<K-~g-DhiFxMU}DkVU(ue4dfj
zlku@+d)3h!HZihCPCi#=J@l?-Pp!7253~G4M@4BIMbpkg!LwE)m#5>y{5REa+G{Sw
zZY%X|SFCUOMT?C)$Wa?gF}LBt?Yhvf_wm^rkfGOA)8S_V)hAaSk#I_0lkdN^Afl^U
z;U?db!lv*OUs)X4<K420&EusVHRNq3%P();rm$_x@*H(AXp|$<*k<q7qgU4Y*|g`{
z>_516oA$%~gSYmzMbfQy3_Z2W=5E6gmi)~g;U%XZJ$5YcH$V{Ff-?b46ZOhh{Z`9(
zkTK8i;;<|!efzfbes`wv1RE1ZkFnM_6JAe#zHni2Xu8E?5Lh+&qEd&6+sLo8qR_YK
z@~s<H#vgPX;vc_VEmD;|F_*?6d+aX<jd$`2m8*VJYsVT&yRO9bN=nrZHr{%$e`${P
zb8$tTgPZ!g<%j0(P2>Wy4&BH0s?$*aX<G05tpeu*O?7&awC68mnm#kAl2ot2DxNX*
zmdO)Lf&V9fZDrlK=l1PDZNO{-cKh?}+1*4J0+pgXdc{#W6u%eUj_WC~;ZRaiO8>DT
zV`f{bH#c`@ZrmaD0c(dO{6BEW<4zz@ikVVvZh%yzf|aa67ZBm>+u-&`l+Z946ndqH
z>z<l;5)^d*wSJ~({Du|xJJgj!$~wdARh^E_txl;GO&d0g(jQPPb)BzOE!-;f%_b$D
zDWwJf2-P58L%l+Y#-2-PWR+C)EuIivXF5#iLRr{~&w(U?sNwF<$YJ8F=s+1})!L`(
z!<gdSIm}}UDjg4#tq3*G_r|1c;544e9+W*uejuGYsD!@u^+~`I7+>PZ%mQSpmOY!n
z+<<uh3mEK<b$zGpM|%U+bYn=?*N(Qj6KFDmo%7$p!7Pu?OsxZwR%*I<j4X#E8&ZTc
zR8#`SVrj(oZ1ZMC!!DF|NY~bvBc*-d?aeh~PY7U0Dp-zb>%*v+v}_?YT=gl>T8~uA
zsDweI@qDuSPeBJ(2?n`L<ube_w<H%2ld)7dlG<%d5M5ibg)$Yzx^0^`i(~W|U-2*@
zIY2WTbbO@q6A~vxNoLB$hdYVkIZ;7<IktE2Z79Au#l*yrYB>#tTt%~hcv2oYWW!c~
zpcn*t7zYurl=nU*tYuajd^d48Bo#bpEz0EdG<Vht-hwpbSWG~kF9o?kx?>UEU?1(S
zm5$xhfv!ld3B%+s@9_Fuek8_sK3@Y2PdaTPU8gSVx{T#;509XCi9o7&ap80Oe_k9=
zG3@aMt(M<A3#P@a%HU_TFgH<;hOPW&hsUJ-?#P1#x=v%{hT`L6Nz&XIR=OP{WAKuV
zLxM_xIaCKdk1YvV;fWGm4Sm)WY$aO5f=+hR?Yau6Kw~i@u|xd<H2zzmwF0KbpJIR*
z&`)rY0-fa+Kq_qufcfzAj%zNWOpxZH@*o~gFg3HFfjqMB$|Jb$^HaFffKV{YuVU=M
z|IIy_)5OUN255Esr$ZAkpOPh<Y|~X{(BG?VtUCgEy-brT32)Ad>N)ffh#><&G+zfx
zsT=RB(^i2<`wWSDSepsHtUvpCRE(I~UI%1?GVMlGG2bm-zsf|%5%&wiOnBS}GeLyS
zP}v#+f&_%qJ{~)a$qc;xI;L-u*a8b##5({%haeedP$F+jODv)z;p6ZB89ryg+YSAT
z$R1ZhQ%CyWKZQJuhM%OhYu)lSq+LeQU|aWG(#J~t(J@Qx>x9g`Z!yy2?oMM`#-=Qa
z1dp_?3l(wiv-N3^ptG_;?SZAje1sFmNdUQr<i7iBC*jZNZdC7bK*v78QJva8<+;pR
zVFgt~*1RF0K1}Ej_<9kI3z&&YqzCyB9HndMP0!VT{_Kx-Fh!&pSfY+~xdyyboV6)|
zPoGv|Eg;LRdi`~nrlpH^BuoVcV0nlQ5}1T|ilN*r$F{ee&V6}C&8lcjuw#EXcsi7L
zdjNBXhjS3h2Bo3Rty@PkSCEU56Gy;<x>>;jGi7`tu&}vW2Bolj%|E5^oxHrc9eFP`
z)5OPli#@ngniev~JytS@$HzY+6nWqEsz4TaFF07ue+nf;n|nbN@IPF-c0;CSz6ZOY
zMR{%QNYKWV`9}jyHSgaWz|{aW=6q<{OXQN67Hi+_x<`Zk;^fbtU%|Bx`tX+SfdNKJ
zlXqEJSy~+uqc#*e1R_89^a1?E?;;m3klLdlEnNY~AL1+cs;4*Af1453-Dg<#OL>LU
zR4^<Agan!<AP@P3IgkGSb>tf-!Ach0EJF<nVmy<KOuaxPQ3&5B2wsl)CGaqG!j6-B
z2-=Spp2l>YFrca^v{wCJ3wjpTpK`Fx0O1>hCSH_{p2WQn<O;SJN0_z}m~MQ0d<pe7
zWHEjy27>ZSc*~ZyrZh<-JcEJ|1{H4%{F8{PFnInE5jvwM5G~1+!t7Tnur*nj9jgVO
z?f%}V39a+vWi)pzn|B{S4&u;{0Zdq2_ZmPBh!mGfoM(vb9T_2XQ~Ze|gHX{CYd%aI
zDFkRJ-3?KgVk{;>Aby5-HtC@URY8GSX+L>C(l-E5pQ3)086AFA$Tsgo<p)YV8t+74
zJQ)5@b-PULXe|Ti2bXblX&(ZrcnCri3=w<~UBG)e0qUY7JRDRh#lOG#<mLiuEEzrJ
z^zFeRi)D5=PNSZZjXV<qMux)^^a~L>+`v2~9$e-bC8moj@4zfokwZvubvPzq;K8BD
zXndl$)iX#Qwm<|A>GVSg&)A?-h5SY4Oc^R%qNpP$0npPsVf1}m#UNLI0-M?P**Q=~
zYkQLtBN6ECz<FRRJG%^mjN^~^;K|w9++DTUS*C!@kyd#We`vPfh;Cmp#0<8V3IGzx
z0qcdp4Jkbn(Xr)PUXqkN0se`i>ol;V;}jWokgP)}@fn)cLYLng@r6)`o*RhEKk@)T
z!jSFbKK+3;7Pe{zlp5)csH~*-#JmPP9J0#pBT@|{_;QeYpfBz!B=2bB3vjgBKs#z`
zY@CUfagdA%b9>N(23X{z+rllPNI*9PAb$utwsLaT14F@{OrUOpgR7@C@2eg$eK_t7
z#^O{8%>aF@eduI($S&lEDHR6x_aCId7EKON`28IfrRSdu@ct{BH3p#2zlv5p0=EVP
zY{w+6L|IY+Z)-G^>I3GW5Ih6(Y!b{eAGj<W+aL>LV@o&O9fGlgezuwGa=<xX6;O84
z!G@XlV(e$Z3P(6)Kxg9ce(c;hZ#R&5LNk*T0xix!3t|Cd17R&}HG=WOYT}rPjOhpR
z92h)GCizjJ#KXEj1&c#{K+7=I<ij{%U0-87`<PuA;&*q_!-b^JVtSc0v1s)UquGtL
zV4Xf422JND%uyo5gtSmQu8b`2WU3Ex6mp%wVt8*h--HWzB>oaThVK9;Tx(8cC2d{%
z_gC7N!iQfwTJHMC%U_LH@ih8C^Jy!KbVSt(>eCcgqz!Qu=?j-!$VC$ex*wjQZYC-b
z+}Z&Q8QM@!daSq-<_~uQq-Y;j!Rq|}`3U?SZpa|eyXPpp)y`Dg!s6&3<tx}{92_tW
zpklk0H8w_qkC6Zfk{BC2xLG#P5WP6vr62t|hj@6>q=?T$$16X8XdQQ2fDD8DyLNkK
z`ROtwM;P5u@YHCrTc^($druUc2$HMD*%b)qFan9<5y)hwVJg}8?HiGuARjI0FSvb2
z%!dN*lpME#^bTJPK;5>Te8%els2zgq1rSU6Nucor=t1z1gcblRP5uG45Gx&!jaxE`
zr#2u&Jx8xmE@ifiw)_aar@iCj@}Ti?gOzVn+5kHuiSt=*9mfXnwxQuEF)Mg=y%Njw
zhQ0k@-y^X>Koiy2645Q$dcG3T;Tjsr;Lezjwk5<zhzl%6!f+%Daw?pV#N>$#lvuN*
zs&a$i{Ca!s?#$&?r=5QtMn+N8KRX4Zy%C@H#)g1RiLeuba{}U_AIRTLT1sjUy7r(9
z23kjYe{h2jo;*37U7buc<%NX=$iw@h1NBW?TL?%B8=RY>C5n9<N_8f3f(a6R;v!1K
z)aVOCOhBdoTL1VBgxK0hH5ki6Hhvk>Nk_nz@JwBe*%)l8_6*&#&`OephX#I<5A1U2
zyb>*c{p0(A|JX3W>r)z(7OX;elnB-cmk*^}3k|ZzW54jJG9)XVSi@jLQp6J^OYJyy
z_{UO0TpS6s@E-97TY*de6L$^~IB202&>@jlX1{z%l4wXY)UsyCc0=R~kO2~L0FE(2
zs8NK715ub*w}RY0JY(;p)e|^ck2ppGJbL@qg4v5kZGj8OZS3g5nSM}|=Uy3;DQNt6
z8iAB1T?vSWP*D-vAbeedyFskgQU3vj!5hR&uh;s~kPsbM@jtRJPtfbj()r@8PB%GZ
zl%YbZ3LN4^?KbJ+Q>7HAvm)X|fQ7)YI@1pF$gtbI&`vRTSN~Hf(2szQZ|_D|UnGv;
z8S`!#8yKj9%p4{VgP_n15!Zn1wVn<2>fBPkG~EHo<eGl>#t^9GfJ%`TJ)WJxIP(zK
z3Z+IBbbv&RKspx>9$W(%Go~w@bf>Pty}2A=+&)Z0mS^<Ab5}gBKcaT?_7!JbjLj;a
zGjfN+L;#Og5F#lSbtQDs)!^9~`u+Izj$jLe8Ur|E!M9urmb3{bBcjOX*=lk3_)~|}
zwg&iKG|Fl?0bq{tL!RZAxb=@uEAY_{YeIVfxbXltcgmaTFu2@S8Gelq*5y)+3<$UY
z$%jl+Jx>2Sj#M4=ffRNkr}2Uz?_D7uXqO^Tzd+X!8oKak&^!25DR)~GmeNY!X-ncH
zLxlX0&*<~(y36({4Gr2pyl8Ygs$fa%Bnj=Xr2!_3X=0s3dn%cp_vXz7z%~f&v$V_I
z6A8t0U^Kf~+#?RrX!P?V0l!K!pA06mSZQtbLRitu{SuhpY#`uKel*GQvO!M1XDH21
zx1=~@zB0MZqI7^}^y}wOA`d|q4_(2{&)^g@97Pd<pc1(OFrOT-2&9eJwSY1i#AKro
z>2^SXu{m0ktry=FK#=eshBp%?K?ol7{eJzx&%JSHk;0u97pH)Z%l7TnF>|@+<m{{~
zD1}2bFcjWx7P-sf=xJ2O=3#E1Iwhl^K&*rC$;V+UPTCT|(41iNg+y-AyCoRzSy0YN
zFa14d3yb0!5ZmX`Sm=L*;&jYGKAnM=mlrY8V)}S2bU2ff<t;72zkfSwl^|O}T)p%3
zsq%xNmfBiI+<oFp-f@b@@4YeC>?3dF;XqrRkY!-<8X!~<hDWH|F;->q+m9cYac)x5
zaL~o;b3<m3ARPz!0y(yGo7m)(_HgHtGN>lf>qIp1FkzX*zbBAYc@&@Zr?KIZ{sGvM
zq}1yeqk<Vz<|Qm6zua%CWoZ4@9(19BvQjx-x@Z-2RO39h6p$0JvKNS7c=reKc0*e;
z*=s-%A#uv~{XS6VzlapUlJ38W5>ueySH=lwM4v=t%pJTXXqG1hUtX&j7Cac7gXo;;
zebT|53IdfRu|8Gj5xuiwn!CCpP$FkTL-oP*Bv1ik?5aC`-=>JD&c`PtWaBgvBDTuE
zu@`I-SyRZ`_Xw3+!9^6-0Uf3I<eL~Z!%KUSWMLUFLM};^pePVpFGlcIBUa-T9cOBa
zDTV(wZKzm;)kZx1mb-<W-F#6ZlOLb{7IPKH)AVA)e#j=^O%4(SV}|BkWXc=ScL1#X
zll>-Xkuvz36AdM3sK=<tz;cHOn5+7WU08-?6BJa)N+HU6iDGxpT=Mi>x631tE?;|l
zJrfhJK42NzkqFk8?8h+4dWsLpMB!vO0&SNeKierR+y_0CYT05m6(~E5-ah<#k3}~c
zWkS4_L(<J@1*o)PIVg!+ir4`mD{roma(mx_eR*rTn0m!hQRc@bBut^n#wbUVBv3dI
z@-VdnsTc8C#N0$<AiYDU&028BxHsg`JrI#l-RJ3C*8V?0ZDRILnq^S@_MzO!wF9>v
zhG4;G+0NhXJi>zv%?FVhL?eX|jwl(LXRpx6j`eMJgA00|iM1iAAfR4=bwy08Gk(zr
zwV4V>cJO1}?u(YP2OFrnQkK9~{YC;40!<b+1n6=%zbhGbMT905)GM<lZ`_#n3c#;C
zzx$sm5V;U<@#Oj2GxIn{3VS?CbvY==yi3-l{E4XnY@XCUc$BH%FCF#<uikua!+ow8
zFPYOVU0E<k2$K=5VP<2i5$bU@Dq>J2Jsj)SQ8IO21mNfh<f2Z)Nr|2^Q9USah}e$Q
zSeQ^`m-Ajafa>23LE$}W-^sbTJhwO<Y_wR5HHeTnW#Ks@nA)$;g;2er<l{r_wU3*-
zRxm#1_|x|nP@X%YpTu!-ERVO~<CoETu^i_aGhmn1U`YW7JUbEl?$zTZyuHS^g89Vo
zhzJt9f8!n_{=kZ16YTC#_Fxk`cB2?9VY->tKEs}k*vLy0qU?Ii8YpZ2*sYzsyrm!<
z^$+oJN>GS$e_5miD1-S5)OG-HTwfO1)@G_7&3*KVz+t4=LK$prn{lCE6(E?f9Q|g0
zEiddTaAYC662LS)qvM@?Sd>J$gOvd;IU9B1)<jtdTYmC0iC+*#W`$;fIF!Tjr7tcX
zt2gE&H2^ty@CK$TP&oMxdj1O+;%@OXQSbpkZ?t?8{zY#(DgS?#>HaUEH2(koD+qA@
z_4>xkqCGZ?3JDa-&fk|WoKr!CZd<n;b`mOOg6aK_h`4!Pm(3@iB2b{#f!f3WEp4~$
zU+94N0wXw(_Qa$MqBuZ)rBWqOT!CULM+v4K?TWPxu_5@n`Bej?q}D%<m`?ABB><c#
z9+d=;6N1CRFU~kc%yCkG;~EKn55jO;8o{xk<?A|aQMAvdJ{a<M*jF$zP<d-{QdrDN
z`V|lDTlGzT_r2k7dG9v#SKS!*=sRrf;pW{M7rw7{niiI~H>TWvH*HdQZsXbW&Iwhj
z_ATX=Rk@Z+=Y_dfq)Zzk8x4a?&I$~^<p|dbAXEndOV7#6ZvxXggdB(noFMH#e)S^<
zHvKn<!548=mUbxR*Oy~&bsUOt@ctkgjuSOdH}_&g=C;?uF_m06=gJs31M%O(xl<8f
zf?0j4DiF~uW|)s@OQAHen1Fu|sN9L1&M|YV(TbZ#Tc4HpSr)G^=(^`t&CBP!qH&a&
zTcLBrGDRp`!GvSi#y8>hhHq<xKOP!7-j^fZF;%}nef$3B#EGKe9TAopbCL-+mt+r8
z%0^|sel4n@J3d%N`M@kysz3ObwfwaHNriTySxU63=Si>Ue3b7U?}H1eIu;|-KNUL*
z+47b?pWL|-phj316S%EMiy)s#R|<BzcmU=U;&nJOQj0HaVIY9g4cOx+sK#;r%Nvy2
zIJ8UWwp~F%!Dq~a*@+$nk{cZL0oVqo41!8S2TmatB!sL5%(3Ba6FOgDf1ny&BI?z2
zw~>R{O8U=NCa3P(&(TL4DgUw0kWXW&EN+!S4)t$#lZcy@-?NlMQoAD0uLytI_j_XC
z9uG})y`I8au6dE{rMy42)JwR9=hUkXn$mCnKJ=z*uLoyYai(Tovdrx%4|bQL<F&^U
z=~_F^L3CT7>9O>4Ed_TsFR%c*5&%00&6XzEL@M-;AGi5-0rS`*Hg&!P-~%k8ypdRB
zyvzQVcW1O%tB=|nHZdjQ8bC{st)Rkr92jUvU3A#bvA|9LvP$};NIFAJ;>PrfJZn`R
z#UTIdUk&fyoBY1f{-SoArsUPBYM)UKZjH7ATK3Hq`7D-`JWJX8@7epF`QG~GX^H=j
zCA--gKRLho3A?K%w7j(+(j^lXTl`YZ-ay8+B8S|90=rfeA|A$#hFN4<l06swmIT}<
zJ0Z@`u%0Np#00T&-RX(qO5!BAP2tRy<S}G#eWRn=(H~k`T4oD@Awfv=n`?G*K}Jr9
zzV}MAN_6M@*OW~R5?8#0{MvO}poQH+Yw2G0YNZZ3aL_(Pynpk?*QU$#P_LnEVUy(6
zxLdMoxsJSg<*_qHGkE2**oG%O=e&)Z)5TUcOYi^n$YjS3K`Z6h^D8%eHp=PnG(HbX
z_|m*4I7qsvRz5f({@BZJ8SUzIA39e~gog~Bordyw-0fq;9Ha5L=#W$7&GC|LgMD*O
z9}B9}ceT<|%4n4{)r+PHIg?&u+?SmPIK{riE2zzkl-&qS?|LcMv(OOry}swS_@VIy
z!zrh3TEuICWRLl}DE8WTN+s7Zzn;@9;^hpKhc$rr4y5TA=fDH*Y8d)_Bq4}wM7Es)
z%vc@BT~Va-@R0~n7gZb!v-8>_6hFhr4bh`i&5yGY&&YoOikbkSRkJFy*v;93UFLgd
zVr95L=k}bni8y#LZc%<YI6W++xisX*?d6{Ng|n7Xx{O*Kd6sw6Z(6%XixwsR8Zgh3
z+4d!d{`9Y@9*-A2MMjSj4mMP@E$N&@3lRIn&^Y%Y`n2iC)2a4BwG_l|As8zJ{aFGx
zxRDOPI&lC?$hp!_;=pZ6Jt4Or38V~G>8@5QwDE=k)`-Oy(E{1Ev@qM&rZMAOa=TCJ
z3;O16_4x{IvM3q|(!!TXgdcJjJhqvNYwWvTO>CGs7{@49%%8dJP&UK4P$#C&(Q5y_
zeABL#n!tr&UJqRlyRZ9~e;<n4<Y%|ML*$i**QT+a81~Xv_Wo^Uw7JBEU`~(cQSSMv
z`=`Y|`EL{ZB*x?Zd~W5chR1Y0=b@;f(vpS|BhL1+{ipgX(oP0alb=&Oj}`U#oxTO>
zRM*XVQD=lwepnbnET{@lp&3YN8mf6UnDafydGX0!yPdC<^Z;P6TljUo1Xyp_TV!ud
zOH0L2V||{n1iIOT+jI-hk^y=7@}-E!N->~cu}|`vTGeLVOuhHnt<*i1(2;W8%*;%m
zB%f?fyvYj{ROJO<y+Tb7`xW}J&h7@e#q>{e9={%x(qd&67SyhWySWdwq<?1gST0@Z
zk9U~4q}QRoVREo+B_qMtd$=@YOl0nD`&MtbRz68@%TZ<0(e)oJTaLn`YZn5edIE1n
z((HfI_^$`hXRLGvShYLcE315VEk&dwB(wchcx@NO^XExX(KIzZH!4!PC<rQ(aE#gr
zq=L?1&~PSaV)bqpS#rwXZpU7_F6WW7k>&KV6=%`u4=0`B#$X3gvL)LbY6v8s;mj;T
zTs|<P`T}5Vrt@a~52T2VfZk`&biJ{2z4#Nt*xnuj9sM`5)5F)t_8oKS0RXDK==NeH
zrl&iFS6d){V!6v}VSHrbM|)IAvyi*FX|Fsb!8|?mi_WF=W(PeN1-;XSSr_Nnn+w16
z<xPCnTdMR5EwLF&P;~C#9d9lubJLTV&}(K9E8}tY^H?g0+H^*2DUjRFY^AU<SeReu
z{rPQ-jEufP+{!6YlBe}tTHIa2<{PZ8T1|`UYG|;w<`x!;Ogh5VYI=J5a>iPy8CkGC
z^PNi~olCkGg3msCbl|$JZJM)%)lE@BiL{cQnTEW&?H$&JbzE37*^=rxx8ncYM4>!>
zKGJ4tQDN31wvIya4EN<S_mxv;pis(x?@e8!n1-Kp_~lveXKui=7F$&5@QO4Z7FC@&
z3O$9=DqR@hm3u*5Zho^ZEgJ7T{M~H#@GW)Uk{D{wB!}2xyePZ9=6vM`X<x4<L50Z8
z>+$+1!IPS~flY<Hh0-1s$FY7d#lDl28%VaOB$sx4Dzn{K;3R+0L~>q0H6GAuFrH;q
z)xF8;q+Un&dOL+;!JzZu%v~y;GB!V2Va7t^#Z^U{U-U1~T%S_ux|iCbmT9$vLV1`X
z*z#i2=^?xHY|SC2eXgtU(x98AH6p1Cx~|8rb5bb!oz(X_a)Vj^_nHj6q+5QTH?cX-
zOQC${J6-=Kh|>SKPCGk2HNnihj^Q@m@79%whfg~;+A|vn1T$tQzrp~#yW$s;Sd*2#
zF2$rN?e9%SZWu4|W67pb9Hud+SygMfls_Jed`T|mR$z#ct44JTuTUFCLb}zY{TMIr
zp*;Nk&K$nBc;BVQTfKE>Q&qPtl&vp{=z44A0Y`u4kDKw$cG=t841_nj21vx`yfnxe
z4P)WH9mXk@k@quKJO9S*VT{`My8{CzI{7yYmYw{sYrlT^VTuxLz|huQVW!OMsBV3C
z!rchxC~Lw3``fpDF}NJ#>rPG@K0ZF=A?ReKCSu!F61dwHn$E`VMN6MzSr2d5NB8cL
znOB%+nLR@GKiAAGy7BPvfVI+9D(g`z>uDJtPF`3pg<V}UXUC#9?a%8bCMNn8H=_#b
zf~G=KUg4`XHR|-ShPLs@B3&E>N~oC8((%g`2uj1*qKJv&QMbX=?1?ierGtecTU6bY
zBrKYKYMTp=PMUM}Y<lyhoi~D2aV%?Ld8ORTJdd5Bf|sJt(VscUcWY>`OOacbFSjRi
zhoPIq(5GMKX38lBIX{lGvYl4h>r2(Dt4U-P^x1r!#xJ%<O_=Ar#ZSG@EgKW73ZB*L
z46ACV)O_U>!pu^%uMr){4Y3zyqH2tJ4sR$*NTxRC(q~$argEjk+|aT+A|7HNV_8bm
zI^w?mg9*h{nCDI^tE^6pz^_8f*bSMOP<D1LciLH>|NapgB$QXQDtV-gZ>aTGqkD*_
z?pvu!vu%Mb0VfQbs698QS>9}nkQB&u)Lz~AE%B6}4s|9XW0!u)zE`U#pNb2qZyNWo
zCI>O^_`EN_{ZZXeQY~GwicHvx7eTDCGnwuEN}haF<s)gfM=bANd0E1GesOtafmbT4
zPCLVFrQ+GSX6;pq;g3q{96nNeP9{vyQQloT9M`_+)-XTFpk}I7G-cMEklZ>L$|QeE
zZ!ug+@9MVEtZdCSICpzEnft;*djVIvsiOdQ(yU0UVVK*8J0pIS+<?<-uzt@3q$w3v
z=pQX^-_iU@*yN6F&3r=cbxnJNCN;aGMVkcTABmRm7SPAA%GTLe%|5Tud`LYb6ims#
zV|_w?*tsd&An*nwMcmHhFO3i`<7=lpck$~4DxH4O-eFYzkg7h`qMTTvDb%~^Kx%Hz
z_UO_4nAvpil!7zmsV@qTg>$uc44Ha;Y5i5U+}hNvnk!17yhxY-n~8dAOq?}z)`3BN
zI+69FGFPHyaRQgNk%^i{8kefS-MveC>}pkZKr8p;Grw-!p{Uc;*!amTGVI9qn)UG%
zN`H)n$>$wPb!XEb4>M-WhEgwow460kduADXUbE?4rCG#vT0mC(tLUK(IrjNE^d>*)
zI(ocKGEC$`RvdD!Z>UAMk!mqLJk20k<ZE4XR#m|6UVVVkeLuZR+hQE98RVqJQ)cat
z?EdIVSMYsAbF2PZ>dOT)kM*7-@^q%rb~@!dQc~M%j(H$})yd4Wvol)6<iwS3NNE$y
zy<2XfJhLQG%M$vH-Ml}L%6VEb;eMB5d~@ejg_)v?q?BwkRV5w0ykWN5;u&hqFOSi`
z@=}Ts$Zjdo4tlN9J9@2s>_fGEya0b1XL9Sp$E@KIbFLI)c2y(om`sZz^~}ImKWsj~
zHCB_B80t@6x&M~Q_X>jy0%L2c?><Fo0lw{<BwjaA$9~;wYoxH5>BZ|Pi?FN4PuhC6
zQfV<mUj`o!YaLWPV^6(acQ(tX%%XJodROLUNoI=YAT{LR9K&11dtdBgJ&K|xvL^CP
z>Q6K$UYB4>Nm8Dtc7!eeNt0Bb{aspfU0R=~T|r*nnKzVAB5g$2-lgSii+yq&BDQ>6
zIrC!2IHP}zbaH{%uhtx1`%URa31-73{vwJRIT8k4r`O(1&iXP~zH>un`mCv#UQ_cp
zOG@T_T}A|B1@!a@l;2NSa$A%bQ?3`tajP*;=JLtZ%(<g^oHvNCI-sIQ%7n9HCja*h
z9krE?#ZmXc>DI2b+Dgabo)>PQluyR5&Q5L^$?E-46kU_UJ1acHo?$qqOkJO?akuH2
zh=E}4>heLx>~!7@j|J0z3DGB+Yn;ofV@a<2>AHx(zdJO1FsO6yag|+mRBg9&0^6l@
z>PPw?31-)Rsx<53N`915$R?6ty?p&U$5?W5${o#zKQtM&9vWE7tbbwI$%^^FpJGuZ
zU?MGQCud$W|7PLt$1*Ew)1lc&6J-tGd+K`k`1$W!*Il>h%x;ob6Kmo3xW>_9ZWdcp
zlZ`1UXde4pS#V>5Y)4qVa`Vf=w?8A)LIg5nrXS>RbBASyKDVMavzWRCwkUp*E%;Pp
zWu&Gz*4Gp`)vfq|ff5~>khoGOnDkokfJ(wcje`#puAS6-_$OJEd$u2CEFD-?<uy{I
zUXxcpYOW`>Bl$(>;;{TruknMp=+LGMnKEga_ZM30-ON?T+yr~niW4HOcOB_7rE18n
z&no?~#Mjq)?&NmUy5)4nq|rTW8`9FJXO~y~=E^K>!7e)GFCt)-=U~bEGQCMa_3*>y
zh(ZOXY`g55cNJz4!)7&wO^SPR=rg!87tSZ`I^)))+!Nq&IKMrk(kkjphAcaUvbouG
zGb4ja&q^y>qvGFb*<!aMv)oQ3xxGwI4cbz;P^Ne&^FFv+tI>U2YWcHW5;;lITurL@
z;4O>^ChhU5r!Bc&+<#@~K<SXGOy+(gkQFJgT}j9C0F5VgL)LQcCkB<6u;uEH!QMwG
zl=&oOH`yQTj8E)O>uu)InlyX<dq>LV>W9VInuo#@y0w~e_@gbtS__qnhKIG*=;yBY
z9oja6+1cJQ_{(9Kk8)G%uzteo?nXuJ7s^zg#ctm-sm+0G_R93;dm9rRcWe0!FZ8-O
z>|1v^X(K(NugZJ}#|Dp>w$@g@JB@-deQ}WrT1YoyC?Q|eY}XdHzH(31v0yUKs+-%9
zoPLwfgVn9aaKL#N(uTzv*{sFcL{|axtTgFoOuIT-x)0gOSxGS)P?O74n_9%|bW*u9
z<z;1s|9a8Yvb3RzPi>{z-N0>PtuhTUa{u<xP>z%jHZ`l;`GyoPHLbMWrE0YeCr^aE
za2@SXp7;A<erSFI+s89i4fFP9Ua|lsYI+v<oc81>Y37{QOib3Ksv6{s+fwxOnW#GP
zlTSPi!$$5TDPCh*-^Eleup4PhI#<K8$+28NhWC8u1a2Lxj9lS0-k}=rTuV2+TJ;Fe
z-NNxCHZ37@>GjDf@^qA)ywsM&`|WR%GwdWRrK7gn-ITL8ptiftxCKszY6=MC6`g;P
zVK!VCLACHrZtEG;I;O}>)xZR8QQ4a`Dtv@Rs%n9%q4Y^b*z%iOEnlki%z3j>X<F+&
z^>lH}$-$e!38jHtCTEhfDU^+B4IVBj>1w_+X>2MfrKMTgFU?YHzXr7N&N#h@=wF%T
zDw6yBF{i63VLajwto^yb5K{#mX+={ei-vPK4@~HDQ!A4jE%XB`l$X-&2L)RsRntph
za-n`KX-*fZk(0ThNU^-Q?+kCzpg@9eG?(3;ROvbfRTr&m#p=&^W)supcoq+=O+Qhy
zZ*&z!vForYpYo$qC$^N$Gzzb#Cha%K@oV&nQ%XslU3u<1Vy>cN)YiT+;3x|U0R<}U
zqE~5<fXS%Hh{2`!lLk3vc1@!r?N;8@%M#TB9!`d@1#WFRt8y7xf*$)h-UHDI97R?F
zg3XC(k5O=OQOhL6rF*{7%SN;-Fr}Ni981OqarTJ8m!`xdo3KJ1YJ&*w(JQX2FRWAb
ze%?-y9|_j*VN2;(5@n$1y9(IJyx?;SORl-UkfWnGqOBg-{zvMUw_aMNJZ6Cd>tlwF
z)NnjKzLDao7gAPvO3(E`yjNp(U;Fa?pJ#88TS9Mc)`QL3&)n?vp23wrFs%Yw1{u`t
z9$ophOEvwwg?ivHL-TVFGrj3b-kV0W<h)E=9i)uB7Q@ntfg-yxdm1JsX@w1QCVml9
zU$<Vvyy28vQ)J-!Sv<8T^QzftPW(w;4%dRrOmp~xpU#jgs-5P>H@*vDqhiU?T)vmp
z14Bcste;D3F$AhmD7k*Q*87|Kg=04+-OE~^a<7o8dXpo`{ju!)U~(%j#Q>Y%_`9#)
zh7P{1+xtS=Xs2rY>vFCpMi;qzsy+F8t4>^6CL3%`?eeVZ5u^Uc=icI5{<Zhy(5Fya
zS>#ubZOHpFr7);n<B4ox%@`L(NTufFBnTuv*4(+6shQc5DY!#qeFm1aWo3RZS9LU(
zWlSd5y@{muK?dq-byQTzzMpoopKQSsS(#i_64%+yl?&QY-)z6ny0M5uiBaoVDzlP=
z`3t#*AzX@L%khamk&Rk{cyPR0<U=oNJ4Mw^bM|l${3AuFAjzXSZWYDzN-~>Z5wjBG
zU8+RW2D9&#hu-1AY}@(5CXUUjqM+}27iG@p<CZV=-?~C=*{r(lMiwfIcWuH$Yb(qy
z%g!TwUD-J#&URkia`T)r<~-H1={TE&`mTLexAB|o>PF#;;lDTb1wR$vhzxP{`!kzW
zt9R1gVKuePTy(>gQat}Kz*|z<_NC&tJzD=3eLnx^Vw9(X6pg57@s8rT>r(K`JLdoW
gqW{5xNTaPiSavZysEzwP299!BQvO2vdHp;81++0np8x;=

literal 0
HcmV?d00001

diff --git a/docs/images/serv-acc6.png b/docs/images/serv-acc6.png
new file mode 100644
index 0000000000000000000000000000000000000000..564f92cfd4d1303909840e46b5019b2a16a580a7
GIT binary patch
literal 55489
zcmeEtWmH^2(<V-E3lQ8TxVr=igy6y5T?Th|C%AiXcXx-u-JQYRbxGdcbN1)Ad-nUc
zb7s!HbGxhhsjljt?wY4V<z&Q>;Bn!>z`&3seu(}81A{32_=J9f`FN7<tqc6PK-mjR
zD1Q2Qd3-Vq`S_0G@LknG0buOltY>EgW?~JnGNQLPuro5Uwl@VhoI`dBd{kojTS>&u
zNYB9xU`?!OW@QAX=xAhbsOL(|!a*zpa5A#eH?kvUVPat;W@6@H=j37GA{LVFIP{JL
z10x2L5EW8%Nk3Wh)KoNjd%wiygpENnnH~82YZA)7?wdVJwKPq+k~eLGm_|dIvbyKk
zuSSOjb5_aPIyQwVQ4FaZVFk8JWDIHMeyG?B7{CSc7;^@ki70aK%i9+@MQco>vWe@<
z&C8+`d;5%I%?0*zZcu8ThQlhl_>LQx?nbR&N~tUw?jr=slfC@<fU8HsRI)aspiHaV
zH!mzn?20|b&5bX!v>|R(9B9{$Fw2>YmoCq4s?L?VTd8EG%T8PC#PqvF6xV}@UKV%M
z?;dTCC+Z_Tx2|l>&){cPYhNZ1Tn+QB$%2tZkv)>J2v?Vp%k=ld{2u~u3$9Nyv32fD
zcf~Pg+^{MZA<NJ5C07bu(s@OV)v-F+Jp&4fP;#nyHMy!118Hlrznk!Etoa4Kj8AC^
z*6b8fWsvD?cDt=S(0CzWb&fkAnEB3+jl^U%R-J|fS<Al1F-RX@EC!+qe<CrDF_|}G
zKq#2oUWsBjb-qw~k~RF|e_+?YlIqkRYKVY0!}{ozkJ;)hk_sy*ybDP%39-7C^kahF
za&)nK*^<`j-i@t;EM9x9W$j6*Uhxtd*-CpPC!En``@T!i^{7MKbsM1m%h|Bnc1?D3
z?TcV<p6L39@4(qO#qpY24RCzzrHRrX;q2CQv5rE^&3Vhq+lPVgEr3(QYqh_D9Y-~c
zZ<51GB1r({ryS-7+&-ePl~@W%d`GQMBmsZ%kL+kKK>xi7K+PpZSN>;Hz-Vk0&A(F3
z!~ms#^|orr%i#arB~j=p{gZ8?gDd?f*JC81`d4=VDuZNC$v<5-YX2owduA*tM=gl|
zWQF5L6)G1N9C7|N96+5U1^FLX|EEg-AL9G}sy@8>U-adFOJ7Y~gC_pBkkC~7zl*c~
z7Ht2e=x?DZGaf`VxXDe&1q`+D#uVA+;XEqiFWsqsUCBxg{ez;de+46{g}pmbPMl!I
z*de`L-NG=0r0l-~d^Kic9Fu9iG=h+uv6gy$R~tXhisVlUU}i*1_!zUzVvXjlz|_$y
z&h4S%<B3;|%@=HfmyG*P-ss}=dzlx*{nvPe&vQqFr++GVM1W`8X?5$7_G2o__DN9&
zhKjh#VD8AF*Kt)2_&sTr;;6gw?$8dNl(AGO2KsicW9I`S8Uj&C1%J3Ee6KOl2l)qA
zB(E9h9Vk;m8KcM!ccmFKZ75m|a300VJYw2n=_89`0C6r&6$rmD969%A`7u&TV}}J4
z7WSG_%nv;@Y9zE%#I)xm*IBL_C}L|C)NlRfl!4>*Cdse%DZW=PuKHLRMn)-Nv^?<>
zefi2!Jm$6woN7}!9_#OSFhsqs38#WOO`pfF%RE{h@PmJrEI1tS@yaSQqUzYI-kuBi
zka!}Qf+=E9))EDc3mxED$W=JzHInlWPz7Jr$$QV-pDb{E%JP3+s!VLt9ie<K8o6A<
z!Nv=AvmqKx`|_#fu^*%2j}jmV`S6wMnN$r)0OqNk>o-$p3&RiT*|lT^&<Q1rayj{q
zY{HDip+}lG$zCg4)Vp3sRmrZktp3jWavS8KOn3odvP|*k__kj*Z6O%_{kywbE&Hz9
zifF3^ldI)e&adKzN=t8&Bn8tPh4+-(zE5@3kN7;c2Yf3ZhS0kUa6V8t&<h`2SNh(V
zmN%bB-`b#OdBqCnnQZ9Wn4B7&6KtT4*6ENXqnT~Z++z$is13V#f6*ZPGV;d+G3mTN
zQRK>xOWAl||L%h7CI%eQZPf=$PPQQSVvpt5eX5*e_m^kBv94eUc^{x_uc`w{gswfV
z8MkqKmo=gb4dTo)*Sry-_#E`itBwc`YA&<_3&zH>9|thF?Su~q4KKtG!`xH}{x|*_
zsbWvD{aQGYq_ZR<4);XHOH{Y#jbkm8E;t>iu9kiX<3du!eYtm{^o@S{UHjF4$B92k
z+y7vJE3$v|*OH0y#rbS>w}=~Rk?N1|EHQP^hmss<4P*)CYH}m|!K3`aN%~kJS==di
zFlg659+;Bb4W5giy@lP740S7s*?b%U==Rv;F_*Lt&P=%zjAc(J&`@Zi5YJJ<KP;*Y
z^X*qr#SW%)9{Q)#Z0L9QcZEx>p_HrNYibOF&^)JoHd3VSo{<bkLYTs8&_hFY#P2F;
zmO0i!J@mlD_;nk9xAO%xAuZuE%6*_r^PRY(9D?mq*CWv2l-=2|V0XCZl{t#i1T}jc
z!TBLGkm-qVP~LoTL(((dAZEM6M_<nrs~|yivLb(usC|RwgZjErMozyFQQ^o*8jMI;
zrZ()gFo51j6Q@~<;;Tja<;s%FE9`nvAKo3^e5q%^65}TVnQR+hyp14O!Ya}fP%Cx7
zRw+71lDNUH<0fTZ#_+}%5@SGY69kSgxqEtF1NUx&$nRk%@ko=|XZ6hFe!%Q-I+#t>
zJ4vg%#+Kp@u%39}bk8evXxAh)MjmwO=j1zHC)e*(7vHzV3#&lVlkFVxi4rgz#~UL(
z&yjMY99j~e0kN>G2XA4(qW)2C1Kd%ev7-ce@S*yP-$r48Nm9buW5u*B1Z<m-D;E06
zE;V9=J`OA~c&G<VUKjh`SeKGKkH+*hB_+-XUj>u>V3yML&=Dk#?sFE{blE6IL|Po`
zYn+A)nfzT#8Mz8U&>fAmRsR-Lx=aC`fS<J{x~#%XZn+jcd?up%g9rxsNGRJG6Qndo
zsb@~=dmcfR>&gIk?jfaJm|0~{fYVuWz$?nMySEPI3TeU;npPVU>7H>)c@o9PfhB(N
zI66Q}8wsSaSFIz#Q}Bg(|DB2G!U5smaMa*hyusgl-65&=>#X^#cdN!g#>lfO)iaYd
zg`DB1?pno8k@njcLV`_v-khsbo#RCT5CzuZ0Mp^{H<L)KWZ;1nLCVbrA%101G!_-h
zWiR>Np2pUU9{!s*fTcjTe}hFTE$=}$^k-kuR=~4wej76|v1<k6j`!Kxpes}Q#5=c2
z%&Tvb;d?^*APbF|`_a4^qU8Kk>vzJh#m`I@5OCh+P>`*rw16a)y26?)=7eayy+;1`
zj2V~XG(_Mdlk<bAopwf_PXp#`Xh+zaA!iIOXHo#so!$(Tfh8;rxC-`4rpRit*<xl!
z_a^dq(zJ1>Xs#FH&NFN-p$v(W5UE-4ST+J>+4(mZzJp+hBC44m4=ld3?Ua+j)7L3N
zq7Kvwmv@%i>rwhU614L`TSVRmHVkdY1_}!&(iyCz8E@J{cca5J*X`EEkUXbPS2i{m
zE@)3!+UdN-`aKx@PRJ?vb*9ImRC0#RU8z=}$0bF?TRx_`g~`H<>-O|96E&ytxP6WU
z5p^Q52AbMD;RJSz3EP7^7{rz<NFROV)0!IN=&<6+NU^b_OI4Mu*a;<SF2~G-6@*0-
z+i#vIJdV~~2J{(lRhzr6SOEIX-$=OZ3X|A!^a+)q%>zb|YD&32ja{B=_>-u^rP#Sz
z-;>c}y0se0?IJYt>si-ArNApunQWd&C+l$`>3A`6B6%`5Zp9Asvny6%4~BQ;V8<S4
z(Q9023JxL8yL7_GIMAb7N6$uw2$bYg%VAum+{`FE>M5`(@P7Rjv3*cj*a5xSsKd6H
zN+Be*1G#cgToY4~QLvW(3%eO{j)0Kp8(?5g2os_Bx}bW#oeCh6F_B)4cF-V>R=WfN
zy+ke*zGHJNB$dpb^|cbWnjuT<Bx-u}iKbwOhGar^`&td-pm2=X+zx*pHi*@69&v#0
z6JDpfyIF-)HO?}k{>z_YsaF8tM--(%?M;mVi7^VKKh?M%Fwad2FE_aXyrokh@R5}Y
zwRnQu+?dogf2D>96b}FlNM-aERtD&+J%P_SJzU=`;s8^)es}r9kz2Pu-HFKPvq=PQ
zwQ<`E*bm(0P08Aau9!oY88W0w>376zWdThF4hV}Z@>J9F{pjN!mLwKi5J59)3OIAU
zu-AY&Q?2#xFA#Jm8vyXKmsrPSpYd0whH*0175L;KZbOpI3J&Uo(@uQj@SqDch2%@~
zFR5+hxyB~h-gXeI#?tz7-;k@XW0}ESE%HKsE?_*KA?|zMQSyf^pkZc(!Yj?&ZVm5H
zuZe5&B+Up?svY)fWQ}djEC^TAMH?6#-axk|w0Q_-y53*MKI!!BK0bdUV9DgJr9|CI
z6I%TV@}f`MXR-3fZhvR>f6PLpn5|1L+H1y+rUy7PNIyp#4U|dnP0^+GkIu+}-%+7r
z0(vfb3W1L&^iONn?KhECh@K{7-5&#nSH7klh$tnb#mvzVi^Uq*$4Y{j!It%i5rpc&
z6*U}gPu-bFt1C(7w9n&mBW(;!>0Z><{xhy2s_yGYLid@SwfxUmsp0txbk?{Yl<TbS
z#vGqa)o&KTFvaurh(}9gg<xEHFIM|Yi`gwvfsBlxv&(AWg9l6=;U%e&+vl&8pN=L8
zSKcf^^x~2{hr!+PnetcfONMEFpR6=kzLhTRCbu#>Oye835sGb<K*d(JsHi<&?$Kur
ztoC*zraW+8Qz4NY9FXcS?9W}e`0CSgb5CC176Vh*;_qBT=~m2b=f6vRHcMTPNI5J+
zxLvdzdHz{kK!w^~j}~)2ruP=X3D;OjW^Q}Cyr1uNPn<!+w~%yRxh<f&CIBEY(*A4~
z3CpB6?_nIlqW{d0+SjgR_3k!sH<GX-ejcI=tlJ8(xV^z=&Wp`1(O+Ut8s1R-<XunR
zr^FVtHieWYkW`mJp#r)yxsdb)HwY=1zIIVlqqT7Vw$-h}R8KJUkiwdLQG{I#N1Fkv
zqdcwQxfSWRngHc&0UrPW2+v5w%zeZX%y|jS!T3g=utiIL$n~_|2slVH1&@+dFS&lS
zDh5hIg&~^)4}mNRe~2NqFQYASKB>Jmht>GjyaCYyS-p#1xDCKi6828u5g`nWRQgDl
z46ff(l+i$lP5RgT-@W3a$DK;|?cu2|)2s4*F||Hg6rgzCZjxJ5CApy-`!47NvPZ%?
z>m%fnk<@dmbkp3exk6l4meuf=G7oeVou_%*vo^eYzUdHV6!#siCw)D%;*BhW#`$1x
z+yu$WB(7H8tV+Ah4#LQX4Fx3EGT)Ky^9chxut4k|t8!pLK@n~R%>FCQ)vR-34e+0_
zYOaDI!qnMycNHSPI3(dcLeDkXsr9>o?5-Zoi30eSliy$4!Mj1@*S8b-DyiYzrheA^
zc+3TzLCT5OWg9wD{+mG&M~9Kxm$}}5q6SkFma<xV45B$ndp08XPwOMx{s_E*Yu9lV
z##%Ws=<}4=HN;>C#rm9Cf1O92y=SM4Jc{%lCNA1HLFKh#Zh#GDy~#Ol6Ev1E8D-$#
z^6Z^-_s`{=225hqE%>(ZCMdE;gm}T!!J9(3p+5eOsvAq8xMsq12x5vD`+RYiXHf{o
z2CjE=QY0?V2Ia(({XQ1ZT&LCatoO-woksqp=g=%bXIj#mZvVU7f(?Wx=EV@1)r=Q}
z8^6c{0j^wKz)dvq?gG8#*NoNzC|wWYPm#IVRwjLuqT;6aXHZWx)K7B4>i)wHx9!yZ
zkcum6Qk1k|0ujCjRLn)SFqSEQP9{;`Tu>l9zcrJkuV;{u@x!uHMIuIs-oOc$Qk(Jy
z7$Dx1i0zrfS(j2dzYEOzS+dwc94vN6-x0hFt<@9FC5nv83ogT|bi7|3@CNAJ%w)TK
zJKO&p<$NG*7=rbEO8>!o4UQ{$oH3Dax?vyv#uSPqG6O`-XNT(P=Ry7Fi0AGKC0~QL
z{94nAV^gIPNsEY;>zJ4;o;U+%W+@iJm1`m^E4mgbu<lZLqnb+33->cXkS7Q#J5_3t
zsoKb%13X%cXC)GV+V1{^$;4PYy)^%PHI1;GoqF9Zf*}1k#W%eUkuE1GiuEAJ8Y+Ra
zFuyvcLWpvD`U(sKC&jhya23tU3->E8dw}3l8nMndJW<hirrC153`hybIabui4QHHb
zrD#9D4uwzPfs|6la(=x`u|msU-^NJjCH<=<iT_Sy0x~O%hQ`Nm-hAobh@kURV$Mk1
zerg!Y9AQb3pdlWViC@ZHxD&^&gFi1d^#)AOfBXG4?Sxf#Eg`hnUa$wAWthpg#e`@O
za(QOG(NHAJ_smmd(w)|HIRO0+tF6*P$@as|S}@DoT<pCE(ifzb@YmYqK?EP{pg~e5
zHf1^7VAN$?se;<^mc=}(Ho#KLMd7M;2{m<~3G=JD*zH~3;3!7&#UJo|9;;fZ&e97_
zoq|{a)l-3UkwNcB6Gd-Gbrd;>h%c#2OetjvfcKV<X-jEVytKE4%2(FF4(_#cA;k2Q
zZwfO?5A?$1G!@rMhJ^4tEycIoKSu6+WPAtHsQk|<xC^vXp0kP|TNq3yDx_Cu8k1I$
zS!<c`t70uMVLmj!#(*WJnl-6QJl#t5@{;Vu_fAEpxH8r+2|_s>E*z<jfE4F?ORnWu
zXl#9G0736>`0eCmpHHV*OV<o9YGer2`MqgGb~qQC!k6P>+uy`zkj9PVxWS(~zzaR;
z-(^r295|p+9l1{Dl6=mf-ZW{&jt-z<y8t_1Il5N;&AarBz$imzx~mfHUT5u+D1$@Y
zP<tKh(LlY<hoKw|qe9@Hp#^)w1^|f^idk=N3CU3b{K~NxU2!kuTyCm^Zp==7sj^WN
zO|2ORG{L?XGE|`io;mZ5&U9_y`Bxk@!zWalfI#V_H_neX(O5-=sPp4-FFS!0Ge~Qn
ztU)5QL>D*3;&K>F8kKq#5|E6DZoIAbr#>0!22ScwE?Q+o6VBquA{e@V#NVkt0Zu%o
z>exf;+_WF&4(#Nhujo}Lb7r*MBvv@m34M%u)n*5L$2E2-Zrlj|q!rm<jVRfl(J=gx
zDeZOwhN<6mQ24BcaqHy7bO138zDKVw_zgp-Fd%c8+|%T1Y1_Veb2nN-5E1ono}>Rr
zeIv?M;t#TZ4LQMs=uBn8-mN+Do~SO9T54}mt=`j+$Ai^UMw#1NnD?0|z_)WM-DR_o
zH8hxXI`}c8gtNQ*t>R<c-72<t&$)_X)}&YKuH*KHuZ*-Ep#7-okC-dSo=Lzdxgoik
zguF{1Iewsl-waH8&VN?{tM}tL-$QnZS1@nIxyGSQK@huG^<$~zoYHI1SyphheB`K$
zbeK!FFV8nf;^?C)jCuA60_IsAJcVJ=VbL8-Z73U04M>}*{~lj5Uk?NC>P5JU4T%~i
zU(o!t$W-jM4Cw-;ck*e9*DgeE=AnOKs0eIR_4Z!tbmwI)0*C);V6W4vLG{9{jIox0
zUiub(pVj!nO!mh&{3Um3Q*Qwoo5t=h?G3+^%}6gqk)K-0iZ8sRU0DxHi!{Dh$2J?H
zY22k&L6j^-EH?)YYRIddm`iAxPASV_8+|3n)P0DPAg9j&4ykPtq097Pv`;DLS!oyK
z+G{1Y#|k7TX^ja~ZrX2QqZ<Rrc_)761c!|&{*Y5z5lqx-HE>_zDH~wftBq}TBEbDF
ztDC}8Zi6@q+c_@w(jiGUHXBr%!hska%yX|Z<=R$LmQdGz6%BMHxN=)I`hKjqcsHWf
zP{Si%hlwAz7QwCKudOq@Hg7&Pv$MDLnL$TlmbY5f)1T=sjJ&2aQFv6XtbksMu<fjd
z9r2N)$YqvV$Lzg4_x#aSv*TB30bv;@rtM8zSfLK&jkWc|lY7lo@(5gc2C1iKYO9cM
zeKKhzRSU~8r}+WQAbxy1st3+BbOWe$YboGrkVl;P5!#yVioRA}7R5okKiSG>JtMc4
z1HBQ;Zkx}?|3%-~&o}ovs&qtwAfW<8y<axgokL(ea7KOY<_Q>2;I!%|XeuDGa@GBG
zV>ot(kZ!so*3j?o4#9vqWPel_J)|X=6fGE8cu3_BKIw?xv)DnIODP_s`(@O}iT!=u
zA*K?Go&)$O=T@%4z87111UJhr%$(I@3EIv!W=WBp&siPhRm=(-HXIl%OegYiJ(zqf
z!51_LoIVdIfm7(f$~aFzSg_1W)KP+PM=}ELWT&!7Bop>)o?k||ehZJD&NQKnutmNx
zS{MO}R;MtQ2Ad;%A}t~gjUQ8XAQ0mM2_GSSVf*^WQeJN5#(rGow%p}i>GE<e*V_~|
z4o2${i9cFYCqdIb#jS2HCaw^5u^^16VvNWpaW6+`r?h*~8@{(yd(FC*R!yn&y4$!x
z31=O=jzny^kE+(TK4^7b3#SBnwceE3Kmam+{Wq6=n1Xhs>8|u}ms+F&S7KjXvSyE1
zq@Jk{%#}j&%hNzO05%ZkGBxF=oe)e5Ltc98v~u;i1^0Lmk3%x^yG*mrrh_^?M{PdP
zi7uU`_yCdTo8&X{8@Vy1kTvlDh#ktc4s=pN{_C3ki*}J7S=r4)*`M#S2IUi|V(r*|
z+P>-E$x@W%dUwjDL<o53RO!B98U&cvY#JR5PQsGr5J%5KXR%oMMt!Y>nQyX6bgvk_
zn#?IKLRr@y697z5TDy_XcjSHH?Li6TLm!MJYb-fEt~9Y!Nhisj|62F4KZ0z>zU*#O
zMLb9DFDkc0g#6UINE%u<hgZFi7jlptk1zQh#9RhU5T!NKQC_{HQJ_7&f}f+URp@ur
zr=TzKGoX1qVcSbGLs9w)0M=>@k1ou3PExx;Cbox)dOm#}wayY1)Imz+b-NyLj~Sn+
zSeEMt^(5R#^A~#;{XTu1EUBdeTldO5V1<{UubSDG0i`PfB6%}G;oKk}F$!$biMKN_
z0H;UJODnj*t;<oh8~%$x76lHxKQB+CV@w)v$2v0da#(Y+arj9xW7ABwfX)0s>?zGX
zU+x}JV{`W-gnmamn2(7kCm*AxcIHu$13#y;NBbI+gL$8zy3S=mUWotPhI9gM-9_%4
zEcRk1bOB{j0T@`*&enIba=%|5hq(FC+R+`3P$F5gaXgHfb;pm@84YA&y|%v+3-x~a
zvM!N}dID=+zf+&~FvX74%r%b#0E54NEE-bo3hl73Duacg#5IpK(;vT)$2w65I3d%R
z2=NbCTXD6SGn-M)Jwp2BOBf!vqRp42_m_@|J#p?Nza(6%Vn$*`LIn2v0K{9?Jk#sp
zzV0rA%?aO)aK$=l$S>o<Db1)huHj6~wMlsmx3VD&)d<F&#9<<y{M{#C{TRLJLH+e4
zzc2oyRrq5m_H(~fx#PVA%85C5DW<E24ueLQKk=uq2MuK_(ZIOZZka6U3Pcg*^tK?y
z(K8=BK$SqHA7#hWch{paxsDH0jyazSJt<vduWhPpT+BhuVksG<IUS!VWc{7iEYiWk
zLSM_S!X6&Xr!wY34&yj6|F??I^`Miaf_zJmp4_**`#~zkxH<#nSqO|2ycsU-b<P<N
z+I(mE*%v+*&Of%Qd(#Ooye)b+GI~o51z*nTxj{-N&#6%}h5Tavp|g%l<L6in_$>G8
z4CAs0@W(-CAS1dJE8F?&2B=u%#++x*al=2ID?Y~J@F~7xi0j#PNEBR*f%F`ZInIi9
zq$3K4mza9>iFF2ZVMg9Gc(r5Ll_LuWZOVOr)u+VoecfGBoQ*THTvdBZSDLvq9gx=9
zKfwsY${0X63Di_rp*#Q2f^JQqQvGXrhj3cpD#2Gnd`5>TjRdQAo&hIMR{jFdk6-K3
zB9j`4rH0PbYeLM=jF`1c>fP9ajCEr#7w!k&VH(CroV4L7-Hi;s_z)U^zTHt&_F7V>
zK*$}s(v@B{sHCWyC8-qE0mHDv%)9k%&;D%l6rUugJ0{eUq@+Wn@3<LTKQ0jRrEV9h
zEG1=zepjl-m!fn8NT|)el6zi(SEpUcffMN<WfEp%`A;|C<zREfR`I}w6AVp|a0~bX
z?d(EweU^S@JXPpz%(zd#2$MXIyX#ZG=7M&<SBV*I00`?Wj}T)r$J(2Nh38E$<-tCu
zOkBUd=_5M3X|bc+k^)d1I^d%nN>SV=ss+wRHb<M+{udWu^f%$^+Oj`J=i-n6ELYg@
zFtx6ZzuRga>^Sd`GZ+^&7l6v-99rhHh&;2)x;Bb``|sIU6A{c51a8yfCl-^vW7kQB
zE`R^lvKP&(<)vN@Wn*lmS1DClPQLJPZs!iaM*i$g4`%Gb!TI~1$=UI7eBLog#w^mU
z$JI?eQ)|vi&mq>2e|EiF7X)ueA@4gRPhLJlhzHnPp^Q(WzxBw`=?pNRB~U8@KGOY&
zd;PHWK8fIDFsO~hVejPX*?Pn|o<Xct*Y(=NbKP4|14t{;!xa>D3v!tsvmbBKp?lkq
z+zRQoz?Xql2x!lhGelSRZJy3yGdLo)&oh2d1MTR6b0XrpphBF7klOto?JrSQLijV<
z(ftuoT~VH2E`GzbiMY7^kli1MFjzz<a%hCjTS#1|tNGo*m%8i2`DH_}YSj~_amxSj
z3JmoNdYH8m^682x1B1%eTWNM(sNq94mp)dcL9)d6sm2`lccF1wN^gR0)MI@8b+_Ti
z(y5O&-X>7ld<tTDI^?mH!C%~vj7)_PZHbV{O1=qgEdS{Aep2zg&2<!n5hNU49VSyN
zJ}_NgM#*sgZejN6Q2$$;Qb={&-L}Pm5J2}Maj_e7xyV;ncgW*|mTy0>e5W@FDc{$|
z8v*sveZ0q)jOQG3tpbQ{Okv+YT9Ch_+RZ^l^jcDtJg0Si&^tl@@v8uBr(fdu-w0Na
zT(lSA5}*otZ!6f&yCzdDY-f{YCHC85{ES|^Nw57R-9IQ8kXeaH(dLkCYEAsd7Txte
z{-s2dS=X|Vq?h&v_epJUaN%^=WGEAR>|jCh#;WJQm?^tHy&uBV!a<uhm*QlJ1V0PA
zw@F1`UOfPPSybgLU8z$%m}L@w=L7>f8!(g6?cbB(nOk60yK3**|3-7@KX-J!E=HO)
zOldyM71aNXy2zZK-Fl1Ps17EbztTBhy;dns{(3iXacLou&51g{T<JF|r!p^2JOKNe
zg7pemAIIx`7=)x%l?%UIBH3*t>R+AfjyO~p{vtLUO__u*zCv-c-CT6Sm$)WtWL4RQ
zV}w2Tv$ah#->75lM<eoAI$ZwLol03F-PW+9KUW6Rf;`FKg&_1>G5Ck0Pl%J*w2f@)
zEw|C+tUO_8jD8G5Kb}|E$9W6ZN%&rW%IbHf0;`~nFK(&+ETEDug9R|z^kMYTM;PDy
zio0$PhS6;^hw<^-@;y5+mN8x&Hu>^?&XKSnE&Y_aEkR3wKkK690YrB}on7^32l1QD
zRXK164iZ*Oq!L}Hr0#+BLyEZT5LzhRDhTldN+$%*z8c;|E34m_f6HSzXJ>i1Qp`z6
zC>^i*GZZN%eS9g}WPb$iwSLoljc>7#VbtDA)!hx>jifY-;4>dSNLW?ta(phedKd(N
zL~*z+wGCA&_TYbALvqO-8c3Zpk)X5dZLIF`zjxnOQ_`Gsn<`cVw?LoJhX;se(XLys
z6%eiqzKrjB5C!q8XNff#nC4eq{qc8K*VGQSM!;rh3na482>O~53do<ijgt@1St$1)
zDG`^>8a+U=a=G8wV$YDEcmu2H#FvQo{KWdPEQI=OJ6ipR>GAcIkH?FN1XCLwLwMEn
zd+>+pc^BUNZH%ooZe#D%KB(TtB^1GblsZvo=ct8lWrZksy-4MU^Be2q)RGGH59G$L
zDf-L%jY;iYSqgqLA)+e=7O{TkNQhkeUT1mgIH!QlH>xG_Nxs@2F5=mS?C0XQpmk>g
zL4nVWsDasMYs0Fa`@K7uxdE<%PW%dq0g_cF7|-);EI0gLuFM~!UC@PBp(ycc;}|z_
zHhTp}Qp7F?Q(%by@>gsL1{jLQJBP@uIht$!QE9*<+#4jcu!Z79_Wv7*H2>EG2NNyq
zZ<^y<HnWase{su?uCA^gwR~#);P!AP2gv?q{LHeU{Ag<LtMz()a?}da$b|a!_vtE~
zcLOo4in7HIzv90<ougl_YP-?+x)f!~{!og4Yc$o=sO?2#X?{HU2Jw#;Wc}T{Zj(mu
z79RcAU!KvWxO}RG_1+|nUVT8oKam&twUL}#Sv+Nm^uJ`I?TP)77kk=(1wkd%1fPH1
zXggfa)Ojn5rcCkYA00_?T&WQLC8zg@h~m$ie3ZxsU*&<-roKu=p#n?&y-M#^8Q!Jw
zm)hUv<eN(b7PKg!l>4`Anncy!ZS>~m{IW_D#Q!pv97}nYx-f-Fn+BBT1r=4xM|G)l
z6#o{~=jUq5tK?KORMxza^q6Zwe}^mj%U5bjIl5YSc63a*O++r`WTpGb^pBcC`;{?m
zHG<f+R^*r-PZ^->@<J9kD>z;KPt};xeyDbI8V)&NeirO6wPoWXW40j;t>uVxQ6l;C
zhuXKMBT~eT2+#Ec&s94WWq?C=Ys^X#(_hnHT<7}9%B=?y=J7lOZxi858-M<em-|~1
zlG+j@3)VE1b1McjuR&S19s))U{*R+oQNfV~W<!=mX_E(WOpl>#p<o3qse)2ep)K%X
zT2DgrHcExHsEuR)4&8C$r_u@s=o{rsR@%Qhk4ncTcJa80ZrvJn(o{qNeRE1lD5VuP
zn6n8zHGds$&CmHXsI-8mX>m<sVFjz4gk0)Kpr}Q$xjtg_uUv`q`p(7b!y-376D#Pk
zWyCTDJmq7SqV)(z@*jVlS8;0Wp{#;=P(ddm4Y64tq^yEa#(<-2k!RbazZw6}-yt>T
zZqIM(*7rJ+rsd^k;Pq&#S`20L-{s27_b4L%#fbWxgSLe<<X(Nyd<$|J1E#VTcTpk(
zmG3|AIp)-a8|CX&wWyc?^1F_H>D{``k^h({|I?!W&9VOKuUEW{D=yNfYp~}&BEN(m
zyMa>0==g|B>!TZipe$vRrS0wQ<F7K25@3J*Yc0+Gh}enaTX_=5;p}`*lhm%}d#k?S
z99rd8>u0Vsx)!1FivIH>+Cl^?mpw$496w`Yt8jnMrc_ZoCar1_Rc$A%M^gkS{%FVP
zR_v+#=qKCjIj1JN^XoQ_cctPZ%f=R=D`Q!>qU$O*R>C%KR)2FXekaMlI5{WAnr?M8
z-qX#OPMe#Xm2f!#V!GvrEsnU#$5$f;Rzb6Pw^Ax_<sT^f%1haPE8V$j&kV}U8D^9;
zC`>hc1kOzAN#1y6nRclKlDm;k>1cBeCr`-F$-j10=vcw@E-#x{@l|!6D9v9rC}l9Y
z))qj{s;Rb5HNFE3<;u_AjDGt31#HnO?^|1QnuPQ_!3yLiVzE@ErhU;i<y+r!to+93
zUvtt-9^o2VbYnpyTW*^!yH}gEq4!w*GqG7nsJ;g5$cBrWfuZ98q<O|>A?OupmPR+X
zZ0+h@Z#0q1=>kfF-0Mss7))liJ*i$;J_~rb=4$tq4e}n?x390`e@07e=S^=;Vb`gj
z_R>x=Z;jH7Xz|4A71SIKJzg4!YK~B=E1Vx8Khn1HXh_PUr&(X9PpoZwuQ;i<P}_IY
zL{pYFtoTX!3`AN3NxQMlnt5rrXP#`}FW@Lj8zx$UMqcCJl;(X#XtR2^HZQ_LU!2Ef
z(@XnXipmV)fs^HbcH&<eZ>jd9T(i!j6l>^JURG*Dm;v<q&M}a|y?qlFoK??KR+gns
z??4Tc%YlRDmw25!M^-^mBv7QQpkDd0TUoE*aSqXg^|2njh35(-hm^a&EJw1rm3vZS
z<;c@K``OA;j)isu&68{7ySWu#(VpGh=J`b!3J!+WsOM-~8d9k@Y30eK*1eOEJYQw|
zSktnORaD-5R`T<JoPg9w>Ge)Y1iLdUZ6l!&{iC<!2o+*RUE)kqqVB}@z3WaploM#d
zawQ+Q;SH3W5S+M9dTs9mDjpkgXBUiAD6Df-7^TgvH@;%)>pWAvznBbf*fTO;WtjC@
zv1*l#juwJ1N*k7`hfcS^1`TkQX)cseChS#Zks6HA#4DrBRM?I!bT(y>VhC1hL{1;+
zotZ0M$En<j6qfDl#US!+AW9n@uXhc|lVr6X@XLiypX{GMwLtNWAVB8i!|Do-RqWPN
z`);ky9q=?Njn)l(B7EH<i~SWfdH7xr^=(XTv?V?9#<dnhpuTfdBj|L~Y2K(?<i1g~
zc#eKUY;aH~+p%}W+{B*UT&KS6JndAO0A<8<{S+><p1pFd<Mx@5qw+B_h@WSw4QmiC
z>q%hs%Bnz-J}NKq<`my_7T;))BZ_bNJSbvpPH72LbK1o*Z_NFvvlBYAYcIS6Um|sE
zH7gB+n>4l+SF!yR9uN)7Kl}{f`*~e6>Z0f=*-4{Pp`f0bc8vmK`pMf9#{XRYTmA1=
zPc-?dnaPJ}s%_*8)yv)rXZlDU^buUjj`rVKUYzz9h38ABSR*=qo}=+SQg`=h)%EXq
z1N*wm`28yi3YQ%qF9^@>*n}a_j4_j-KnzjM^;CU3-unz(8^0TO|Js}I@skgK+TzsC
zk2%M|1Mf^A1#2>o1;eFe+>)(mzS>Ibq`QtQ7)>xIa4SyMq}rxm`7Vvo=In>SSc{<O
zN>KJ&i$B2FTg*X<ue5<s%*qM7JJ2HKMh5@z(HJ?uuxgM#po#-Y&iggA-`<!7(7jN$
z<n*OpO=CInr0Qaka(f@BH=d*uSLew2*dbKMs6DZ3duh0<!4=;T!*A`3F+Y&h6UVEH
zPtcEzfT7xY`swJj8!E|iumwPGZz6ixzg>UAXSma|q#34hn=RS32kYc<DkU&#Di!UX
zrcg&8wy<-jCs-HtXpen$TA-C&e|k9Cw!Wui%M(}(@aknWaf+=YkHIYEwEbokl_QPu
z`57E5I&COw#U1?@%Rv4F(Qq5t>4T&OednpV_>&p$pjQZ$@l>PbNW)~dqs9wfQ|}>N
z$2*QN;nBCaTskbTs(5=6Z;~PG*`2gUw{>h_xDN1$=sxy*1xCa^t8|pz7!8N2;Yu3F
zW9b|?qinL%b&n8|+3NGKmo~(6`u*66-fWXgcsl@&oPeii9y7G;fg!Yf@H502yy!8U
z?#{O>h+GgovDc&9w7nHuOD(;$WXbuBZ205LwJ8>Z)>tCYpy|1hLay+e3@H&K*SFDZ
zGP;LNJeF(vU1LjqMuMjIahRgQhU-)8sXjV&sp-V_m!reroO~>2UBIeoL789=V<|Rj
zXCa#R)S2$GA7tIhx-X@5cIHpe3ZpSbtts<y1CfvwuIQxIEf|8@C<v7u03O~cN%9)<
zbB05Rt$DjnYoHvQJ~f@p$c$3p-f^IF-Hd}?z3=ij$h9O7>wYBaeV2!_y&a39jrA?l
z=M^k`<1ra%j54z|GQqwA{tHVC<JE|7gR;>6Pt{i;A?YGm8;<Zl&{Lw`kL(f~h4w{7
zW)gUInQ2JI2?TH-CP?VJSMbvF)D=uA)vhSX6nc-gaWnUMr}Y(->0H7yO-?Ullr6@H
z5}1oWXsLtI2}*%FH<p{;-@Y9!Ay-)oeXcd=q`Z7S#edL}Jl>={(Yg>U0C4$^)g?)5
zc;z4J2%GL}+iER(rH>sj)(%goi2z?*VjE5<bP7Q|(FiF7?LPe$4fb8@e#ln1Il6ks
z*hJU-_xA4ugQ|RI-crw$F_^R}T<?jM`zjwfbW51TH3?uA!B{SZgymXXbVH=Cu~FLd
zC3%5NQ?4hw;8-*sioyM&$aI@)pLb(md*IvZOvCWrGjb8^9-%j@$4Jz9Ki1vb1sPTN
zm4pWRm|y;}gkS~gWQ7#b*GfS1&Iu^dEnOm#%B@>}-Xt^ID=n(da+A+Q{8#6GxGTbg
zn;Cjq&BSE3lE%w15!vM{oTc>_nL*?6G%MJ|w$Z-RMl@@#?;cB+*_5wEweR_i1Pz*A
zt1iiY2(1qcltGm$08q#px06~&*2qES_++&OD$;7YBj1+yhTgfIps!Jow8oKx7?o;M
zqlJaZ1z%=gz<YUNH(7?+zV_v!jiuFRRu;TVn?d8n8RKg=P2{^($3CFOP@|xs-jq`l
z*ZlGwB{RU7jd`QOz`Y_8Bh9!r=fLaC!nIgI!z+30UEgbWwi&|^urA}J%VmY&RArqN
zW_RL_6<@nXvx2#Kwh;4tX6e(qf@xKd`vz}Fk1ws58c2qRg;sl@F@Mez*-*@x5^jRg
zzG-37Ioa4dd2=Kr!QYY+XfHsue+*D-H)1q7f}U*n4!K(F0#x{bxV&1P{_r&hS~A);
z&6qZBTgFzlkr)>&eFb>KtfL2aDt6o!%iQb^o7$wrr>!`jnITi_IDBvVjNEOr%Ugrz
zoF@_|$r(ud7Ez*~wZJmYQDPclDRh=wI#?wp?!EimR^V{HjC)<cEn4p1iR|uc-PoKI
zz(Wf=&!{WoKxa$KQ9ZglmJyVw`QtHwb9-X?YgwIa+3stjirgwi#D1qW#pA>2&BJKM
zLldO+xF9DdC*4Y}>ve6G>2yAZ*R7({V0&+?#il?Wti?LsV3>dKQfyPaQRqgDn_`Yq
z@chBg0jJRlOkiZ{m|vyJ?^xT2ZDW{aHru<+88aPbg8{mI@7h@D!@&znvusB)=oOT#
z3-z`@1{5f6#x??tao)Uz$&1SS9p?`gH`#t%W@Ad=l*A&>O`n`#bR>ew#ZvksomQ)V
zUR@XJEEHpKD3E=Hx`WeCW(-^w;NX0~WF<p7(TQ^3c+utAlc)WMvW&dY70RFhiAuAy
z5EOzFak%5Gw8LPAtLg+ay5hv@(INQRMD#mJboK=CMpj1mgI<LQKlG7XWhwZ`A<u$h
z8)^;5_umk`zB1{yiTkH!cC8XQibg%BGZsYWwDPB@NwP3%U$vXQ>*sc`Or1S`1->~T
zdIB2tX)-j5_kVL4fCsO1boHs#KIjAlmD^)iDLr$F$r23stMf;<J$=o4TSlCHEelZ}
zifNc&*4vj_KPufCbk(V0C#re{F0d-=9^R0~83XltW}NMa8B*uY-lI7wQTBX;8ZR$s
zvo4+t#%w?DU#x*_@sS9J+-C#~fEyl*9NuVx`~JO8tZ+JI-Sdy{$y`RHm4VN?-0p{R
z_)#qOvOlfE6W(eo%+IuCVEOws;;1g?Mc`MG%6GoG+W#QHGJRzOwDbDHk-2pZsA8F5
zYPUu988u?2KihEObAgS1#Vdcmq$H9il=SZO@AGcX0a}%f0={$EY*w9->N%k&PJ+I?
z4?7G9EQR^&cy=#isBCofSPR`g^8#c%;yS>Qff`sBk0|i`+Rq_}=YrzTGoz3Cb9$gF
zC%k>P`^#1DK^Cu7+JH=HL+xSr0;2uPM-)^J2fi7qc8Lv2HDFq6Y#S*o^0o2y&Yj)h
z%udSNuuG=JJ8x*U1-IrMhr+dX#KR^<4=zW}^C%H>t_dqX=)THwUOx(kuRkrWkk#vl
zxMis^MwWHEB4^^0gS#0Y5faC*&Xa1)Gn2h^m#BtEDg(iko}zUD%kW4OjSl}FpeWWK
zv%}|&uTt+eP-`b&ff^m9BP)xU-TVib9={WYpR0{4jZTZBZan`$XDShRA2xq&ZMOrI
zr!F;I*mE>FoAf;#O5x0f2l4Ksz31Ts_X77BK{4w^f&eeRjOd_1J1=QET6=u#iLq{f
z<euOtlaWOboIs4|uhhp9&(Hf6yVp&5bzW|C3IaG2_Rbor0?riA;pw-ot~iYK@2{m;
zRTWiuWR%>a`D3bG+jYXiSp*YlXwKUht67&j@863|Fde~*Iy3uNPreVxzJ;LaRZ+OX
ze9h#?VYY?e(XpI3FHNd?Twrl#$4ACLD?b!;;;A(mH@*WNMjS1nXU(@COs)Iw^r?3|
zkcLyfrhD!dW5I^%B>NSgR6iulbm05EeiFC(aNFWnkDD+wM^92b8O`c*_~;Gwac)I!
z+Xj+$F^|6Z>WP^*Dbj1@v%#&RTmX2Xy{yg3hS=rQZuQOFxsmI%3_Jlc{5^xgogD%}
zaD>SSmBHbLA@=2lW$($l-=vKCT|rXaT5j*j2+g0~_HLI%0+fnEB5tr}IImLdaoU}N
zi>XPb*>eN6bhRIGlToXW7CgMNJV|4tBijxZWH~K%11UA987!|kHPty%ue|u#`)6AY
zY2Fw6f1+JjHT9lr>c^cd*7~;>KaV@R#za#_oAmi3%MhwCZWQ(k^}=dz=WX$uE@hLw
zKk3rFuEbm3?}F3qSvB&UmN;12bk>Y1PU#TP6v}>{-b$&KN_nAd$1`RI4Ct3>jogG&
z;HB?1S?ai2hG_HvPIVljPGvW`y8#{gy_E^kuE?+#E3T<8j!;CA@7Ni_JkwhaSiF+U
zE$p=6{%<(}N2P+=ip!Y<$oPYe)vtarRlI3>h!)+M^sNlihef-rB{iPf3tSq;5$R87
z2zC4^A3+lt1xa<G+?VlCcRCROH!*#=&B>myG5s;-!mb_MFO7QAxHmrbxBDmis>ZLI
z5))f-$(L`}4qWXK%@X2G<pxw|eD!e|R2dpvG4<gy<>z@jn9k0O;V{UsNax|?EH)^T
zaZdKu@6H~tc~PDG*G!GgyxEIk{jIc&9jv~?L{XdTwHquZ{d%Agab+g5Cn^Ut0JG!1
zqL{#+Dzkk{jtm&OG}S6yPWr42;HnzY^%cJ{mN=Dd6VE$o`<j$qcp;9U6`yQfO)Snm
zb0{bR@%;gzAo|F+#TqNTb~cu|;KWVYuF;yj7gtJ-7J3$c6-y?}A;O(ADKiV1s!W@s
znk-LVJ7vVDLFJ6?-$4*}S!YX)8aOv2M95`sfIi5JH8pxdl;zea?>f!F3qDRqwwKHG
zb2r|Gv8EGO+}nzO?MB4@&IW19m7U2@*q-1NrCSHzZ^F|XYG^FF5)}1~Q2^M!$1RZn
z_cc`3tBwh%0ioe)DMSgX<CU;|9Jq7K==snYomoKN-vy@}K_shPDeGFi<JIA@gAkuY
zc^R!M=R9U|LrSFmv`MtOhx~gm>=I+>m^}fMJTU~gjqo@>Up+kQ+G^_BvP!G2^GJ42
zJu`Oq;DIy&?sPObZ*Iv4-xGagzdnvd>NT!#I~|y;yV)XcoG%6K`!3*Is|Z#R86P%9
zbHDaUX~R1*Xf(ari&fkh-0*sfXkB5k(tDds|8|!=3sQa18_}>lVv1^P-D5HU!pBqT
zY!^R6PP#1)y{{2u4G0todh{G?Ahz9aXdiUD8aa9}coudBP1R(E0!&cvF7X`hp)HF&
z?gnTe);+R9c+-uBLZ3NnPyAD^5c{Iif7mT;NV2oCYz7M5SQmaDOAn`_{-(!X+VgXN
z+0pbfzpqinliIi{6CiTC-^vK<_7gc5(F+gW<ugMhn*!dr@iNm5f~~SxFx8j0U7FZL
zPhh8szs?UXv{(0>cKzrE54>fuWjjz+F&69mOtA+a`D4w(N=9wMOVUo5Q6tOV-mMC~
zMK6pxJ<?j3WJkL@+T@-d81C^)O5%;cZChn(*1r_^7CIjv-zU?Vn8(t@sd~_;gX={Y
z?{0s8{9DC(X%3122P;RHIrGlULjw!9WVm*vu7EujuEX9V8b>0P=kP;+;U!#Ck~rbH
ztcyWK2ZlCIIGnu@1I{_0>~=r4QrlT=&Nig!C!$+!f01uv>7xg(fd}U{ls&?uOQ`}T
zN;$7_7+((BLs0hn^<A8)#poX%%%=p|LL~eV_X0+kBIsj(XtbkQbohoKk5eedLFa2h
zy)T@?Q4f*bj+%Mg<tNGp1!~>pk(JNGru7HGt5|86Wee?WgvXq}W%$q%^(dvQjMsP@
z_3?UBZH9&CVLLr^og0@qHI?u3kH)O2Iyzqtk?~U${Yy|LX3t(5PxH!Nt(pkhId^_*
z8);L~)Qm_=!)sv0vJ?P+01HzN9<%%!S4)>HMbqNMQ<X8WJCjhT{c%V+%nD!o9a^E#
zJMb+JWVVN_cri3u>J>cyEjU_Vx9frVW>V);+xBj64<$6)q_$B)YP|o!g;={Im6k{=
zKij1^d2Am3gKE~0Lga<gKGfB~-8U}TZ5Z6eAjZavu9~>#0ra_5rGdLFrm&a1{lW`d
z!{|z|?<6Mt(=N;GS#v!t^G5^p#dPkBi|^}I`k4*ar-M}-EoGK88LkahBSX6;L*{%d
zm9yrmPzsAXgRd~-rzWqQ8&|c^_{g%K^FM|6!}Mp@wP(3AymU2M+#57NK8_o)jv>dl
zw%D8p5<Oa55C;0(b~%fBH^gUo1@oSLVtAMOo9h&A%0AoTpR^1!7|WUF1<?f0c<(xp
zZ~>Rfeym3d+z>+WWlJYLPo1fEhw&SK+jCfMEEBM!Lcs;}+Onlg2&Ru6iE!AcOdfvz
z+<IM7GGXQQuxnJalZ;f~CAwcgfM03KPzs>da|Ts2=#d3m`IwWq8}XGoX)rR_9bzN9
zx!p1AYh{U=3s76NZe8AII(N1*_xELZpNfUMAzd;IZMQyDN;s~L^`1JsXSF{^g>N4a
zalLV;Ivf(~c0<r`R1Ihwgu+Cs8l1};M88F(nxa!wr}Yi08dNU2XR79*MrzT8EJB2Y
zOuIk73Rx2&pGEPu7_V0*F-Diy^18ckWTa#~ZbW@{gJkL}cB06YwcgS+hg@c}5YuX9
z8b4nezgr9Dc4zdZq34}k<Zg|a?IR6@1!c-tFUY07%}fNRNLrQkFjkoyD?1T9MH06U
zAQH}I&@{K&SCt9*0+smw7Z*UO_ZzbH`bf3?8&pBE-UTI2u(DN=o|$;Y@&F%yZ8ZIg
zvwhF|*C+PnsoV;rAQo0cg)>|IXhv`2=9z{lyfgMlSGVz`a^Aa_T1&jth3am(jm+ga
zM>xKE|FPC6n=Q22b56uc+yOSr#UdM(2;xtE#Gi!Wrl+R%=CTB9UM=zK(-zUZ4&kf!
zVOIH@V#=wk<1}{+g6{9SgmqxBtebd6uLd*APZquXXwe$#@L2rr5^lPeBag(Qxmw*3
z((bdi?TRqzVebpApharRXn&F1@xV4(4&I+Y#u8XgB0x7<OWR6$jpW;JDZW&3D~*7E
z`Bg20Wau1K?YV+=m);_rYzDbpR}xykF4zw4;#8O;;<P~Bf{Z!bRv%u=>}aObNm+Bc
z(unPClF1BGyE--C@#OtQqc#`N@&?=mOj)#Qk3Wtij;=AE70KsaNf!Laz?2%j-k=kP
z8kS7^i!`IQ$6YEhPB~4nbw+cq*SwOn%Dg-`CPk}fEv5Rl{oZmc#cc~~qQ{Jd+cbsN
z5QsUy@lkFat!(v4G-4<r)Q|T_*t_F%Vr{CHt=IVboK;~F$Slvre=g$LGKDp1%zMG4
zNTr+<FF|as8(S&6<nZo)O69(oN88KNns%wjSI3rEnJwY@Bsy5II`pdtl}Pxo^rPil
z)QqkAmV8o%{@aWT_OQX16l)5%ah>l@&Y3JVHHs+VCDz(r&ooC?`-(4PU_V0&z^%{r
z?4o|fxTpTJw5Ro_l1CmL)~`FYrMsUZp-`pY9c`fDNUul1l)6hx_WmhG9pQ02-!i@O
zYi@X^8Bt|yWKpS6kGCSd(x7sVh9H&0{EK(XGlxM}X`%GjxFbSMXYQi1j1hyXQUP(K
z*EQ|7a)Jb@?tiLj6-uCpr=+AjawI6$uf5!9#E0>#(uX$o)v3v7&1SLsVEUH)gLeMG
zzm+=cQk=6}2GS1MK`$w%FsjjqeG=%Tf;K|>&A!&~A782EnaPT$#ut<<I|+d-N~NGn
z`w5mx-E-yU6Gfm(Kf=|IxGg-M-BodcJiAVxN&2%zmHMJ?CADAwsw~zcI}_HLGTh%<
z7afzkdnGUW`F>}OMe~db6s6pl-<ch}M!$~YU-~8d2UE+7ep*jQvrfFNy4Q$hRjPuJ
ztfm(~gekAiUq3@_X=NXI;#=*PK5MLbg{xOXmqH)PHDn)~ry(0XqmP0AbF7O_QR&+R
z<33FVS6O!T*2giVl8A=>iKDR2gxhW!2&I1^vu-q^pX%2qcGRGQzP_Z(F8CM;Bu>&{
zZu*C#r?o7544*wRKTIP9K{-4(GJu0oaW6B=UR`aN{GU9O)h^+|4<(QMF$9(Gx5zOK
zBbrs}`0&$}$)>e5e+O|->yhXGVD7!5vdXqDKokW<6cs@b5mYh=N|bCwC5Rwdl0-of
zNs@ygS_X2?q6EnqB?kp0D~JjRsN^g;L(fz7|J^-$^ix0e9rvN?1HN<4-g~Vz*PL^m
zdhXg=uP;<_-BifJG(J7U+^zfYe|M-pfN^l<=54dLGFc3g_z$Gh+E*lX*=i=5)BpSJ
zkL|CWH;Db?TSJk%LHsndnEI6k=RGU(mVeiK7wh?Uds~%^<oZHc&)9$frJQ>jQC?q!
ze|$9w&;Hpsv@UKM;Lu`1GCTTzo(h#rZBZkBdj1GX#+ZrRYmAJH_&1Mg+m+I2>&+OO
znCPuEE%i?Rv2W^E*n&c00#y}AJJz>fwRoQU;`L<Ozl(A~^X8AjByXSO=hoSe_^H#)
zWxGYXt(CvigpAx(CAR1Bl26i%4_l8NEgKp4OM~5Na{NEIM{Zu68X{@<cHn&4U#Z<x
zRAH%)Pn<j{Coa0u(9~qqQ*4LK=RZ5xXlQBKnsPH)R)TT-dlv4&YIEI@SEu-~JX?R5
zo*U<k?XKyhSFf0H*HDDX&nYVUZEmcE-GBYqeW&Wo%hcs7J*zm!=9-$C#&3)YvdJ^9
zDcLCP<Gm66r@vn_&t&hZTZIW1yeWdY)%Tg2ny$`|e(20Im6MR%qD8Re-|snc>(;GI
zy$ao~`U4(T{k3NvPH5c!`F@*6dAXF6lT%{oF=LC8V-gO`1$%B~>pyC+qds`>t#Tp-
zf5b~asnxeX+O?wF+S@zdTb*PSv#qSHB_kyzJ<7;9+LpMd`<*3UkXK5u_w>8s!bhGr
zjy_Kl*!uHN=j_~dSHtIA4qr|3(*kX`HeHVh-l<%k=`V6w;h&kA3Fgy_{rvfci>vGC
z=Xg?T_Uk-(tmXLMCnNr`uPHaXu6@x`RzB$F=5|R&#(J`=;9#G7jF_E&z0vaOYUpx#
z<Lm6~)57<DkW{uM%02V-Wn*D^?8_(~>Yz2yC&JCmZ5Fw1lc7}*E?~NkL`q6Z!fF2M
zsPIs093i-$5fU<Pjufhi{_}^Lp8nbk+Ea8w=7&sMV_C(-j^J-koH%jTbyd)doGQt<
zF|^cmtuQ|*^_5^n-&iKod5-&+MY&YZFR32tP0?4qxzqI^M>F&36DK@{ExPs}Ju2Ux
zq%bo#caoRa_n&`u85kI7<li|!Mn;ydTNYXK;&7OjSf4r@8{1J)>&Hy)>jB3vJ_&wk
zy}2;eQ*uR3jdrjxjMzJ^GEuFs14}!_#l_7ceSCc89Tz7$-<OmG1qN2Xx9XowcOPzH
zRLj)fU0LnDCq*Si`AqWrWlBb|;57BDKLZ0F<1aqFdhObA35n=|0V7`~>FWz)9WzTy
zb=}=1|MMg(I?|pulqrsohj?$#Ri;vVG0Spibw@y6374_r;lwZ0l?m5^{(1TG<A)Dk
zd8VziRpd-p=bD<EBP5-L8$(Z#{_3`@V3m^6om}J>5UBt3iQ}7K1(ov6n~AMB@%?kH
z(#h|OZKwsq0t2^ucza*YndTlAdiC7bci*>f-`e^L3k%y!U0q$VeIEF1xFyCAU)omM
z)FfZ)%P8mMB&HB0Z2afrv&&J-2j|yUY_3P2-Bvl&95pjLdqG|O@TdDvJ2P&H_#Tsd
zj^m3z@BdTt;&LpR!mMma+oszvrJ9W{9xvLuP9ila%+@Ebu$yZ^zaYEU`_K4#spH&}
zjkP7xY?l@5mp(orydvgbIppQ#uU@@+!{JMU)4~`|AWl;4{AjzCwe<x=qRns%XS(}n
z8*6E4>4OIkDu4W-v$wY|Um0RJc<^BG)HHTYK1z5mc-)sSU!E2ac!Pkv_w&8dZ<oDC
z1b0Qq%fv~!dQ2#vS$QE*l=d?>H}^-O1;Z(={8uh3v*A%u?YYKsh4*_>XI75j7$V|?
z?taU*8NRMnVD4R1BwAZrD|r8BcypA<uqHbT%O%<NAa=!(_GBtrT3Up=@BF+ib4mWi
z%@cbofm8zOjp&XXIe7SRm}%7L=%~i6TPK6+XY<(?7Zwub!g!UV%AeD4^Ba8J6)WY+
zb!u*T#*kBCX{v|xm13L}9=zCoI@Z*^YbZ__$Ho_{D<&p(udiI^c5IU4(C^=m<k<|r
zrEAJAeW`GFN3KGMs73f1*7+U}svr6ChTNZ#xxQ6t>KvbdK#-pMMo8$XTLu;uKF^-*
zUKsyw`n%d&wzYn7vKu#vloSb9*yq=m_h8ZP^p%%&*%+Fc)sr*1cw}bsB1CZBku<Zi
z<?~FM!%yGdP9k8^^b4y%lCDz{D!sK%jT7`OOOLNW6<_eNvXUf1zP3JyeQrX4n|sfd
zD_3xP3?lb;Y})tm=@bY5`lU~{_sC-}FVew=kPjUlA(vm!rnsE*dGW&V%j?TXIOK+g
zhW9KiaKx%xTNNjBhUfp(>>0H|IEV1w%rj9)q4&?Vxa+icc*%9LBkeGMguJ<DKsPdb
zVrgjO#zsq7#b|qS|IpBroSZXiYHGIQ-%hnk3MMBj#?5w`#{K^D$1^_ucnG(;NmKY4
zis9XrxM3Wk=;&yV2{vifG&R*Co%0;mr_GyGOuRZg%b7!*S3EP-{q6RQA!jBeCmWiY
zUWpR6P~kPbbLZ1{J@@9vyQxo$h_nj0PyEQ?(JPN08M!ktIZ2}{qnT^8JLA^7p-%xP
zv7=mS=~wmjnXwx}7G3%EH<ibyrxlSIHF6Ag9yoB|YnnP0(oCjyQ8f@Ooq);9{Ch!c
z3L`xwB1n;>xpJP)OH&Hdy=63ACW#3NpOY1to>0<zR#ZqoeE1ND*Jfqb_{l!T)O-rn
znCbF0Uq$JS;ICg*5Gil<Dx|(=>KHEn{f$SyIOv3nR)7C~7_}Metg3eAdzPMFYOkcz
z{GHg9;nuieoL-f;Hy#yQbZ_?$2&k%jM2Z!q!UEQQ`xc70Jiy4<oK>;;JUKb}P<Uiy
zr0npu*f`we8~f?r{Cl0sxAll~ySdy?g%o-bS>(lGK9kR{&bLWe%*vPdmb<RaPMkb-
zN`a!`YuRp{_zOFo@MK8-B&UUiLt6r#K7E?6ZD4Q$H>CgZp99+EF7&7c+S=N9S)2aU
z&muvyw#O(~iE9pje{ExOTRy(Ixk(f;9Dy`RY1g&IK~$o156>OjzyDSK5qq2}l~k2y
zpFUm1j-PjMIEy?=ra#ma@ipU?y4JVa+9xeB;%O3k>RGyjNFXEQ<8$@waU4x04}Nct
zjg6h?En`59wY9U`O+jJM5-o}hbE>sax76W05f3P9=g*&4$<PXU`I6H2sOW|9ZyB9A
zhEKct!_u^ia_2R5_On}72aBKDS@tBvRgZk%(Os`{eU=`Pl9SM#)<0KXXSXn>Dj_MU
zS?(fw{P^+r#l^4F(i#yyL@`F5XwGYi5HS7w_wO&Dli$S7Wa-ABpdsKCKRnsHd)F@i
z&=9>aA@i>!zrJPMvYqS_>a*Q_;WiChEa!8&ROazC<$)@5D>4Uf3;R^Ae%TVqC#Crr
z_j`(03Y*vdyx?128ID`|`+;h%>4mSa2~zmSnwpu}K{-wjF~?aJ0n?U`U%v)_cuF;g
z&$g42?xv(nxE>>>UEvm!RlX|Qb=};YYh!icBpch4R_U$iFg`u&!3G*nFRw%<pS=vi
ze~07Tw|6Sg0bE2#xr&j{aI1a9$<x!*^FH_(U+^3S;AWcIsqNdh@1meM0qD@@wzk*C
z#^zh5PGi8yD}qv%S$Y*j0BILlds}oD{+^z0#daZY@!TquH``5NM84s^v2fV3ublP7
zi3_O>Dl$EOuh+?Q^eWtxpLMP-jCU5?J-oQMs9o~Vhn(uz1FR3Rb=`#)z$&3FL0(>7
zwy_A!U6m*^GYboYTbt8c2^)8!+`Hb}jnm=`GIMf1!}%ZHJzG$pw~dtS)tfgT+LIOM
zO08U{eu^3x8s_BYDmzU!2;KW}<M*<Kg+-!`p!L92vm)%9^`DQs@#UWi?tUkpkD1v6
z>F<ch{U$v3X!pCUw&{mPMl6it4+o|zw%7m@`s@4-kNg}Aof}L+hHZayg$l^!ft{Uk
zZ>ghW=+=C@;<mH4Bm2$F%qZseF-cLL!;a<T=c|O<Py9F|_HY8la~Gd(DYLM!T5-}q
zRgkuc2^+383=BIz(HZpj?*lBg!`#qbge2R^lU_N7bq8r_L#Jm{5hA)}PTM*y)Zg9f
zJkcRLV07osKPf4kfJ|-q)!H8#%CoQ-l|O$*U-3I;1=!;~s8{CXjr;@Hs%+uM1t>W`
z*&T*tBH*(80MLzCKO{EgB_kXomAA*8R%TgydwV~A{P?$7r0?(I<SpFGKmYvm3Y!OP
z`TXJZg$Ol&jko!IYn%&#9o0v*mEywN%=1>qI=DR~q-DDzMJ!_vogQGx3e_pL<pgTW
z5iCP(zSot%+XIK~>SPsG>EhbrB)#xGIy_)4vV>MLl9F=4C^kdz`mIZsb~J|ZT>+Fp
znoufvXkn(Cd_5*y+@6;Ni0zw0)Ws*10jVzr$tdZV8T*k!6Ku<{JD=Ywo%C5ePNk+8
zBbInWH6kR0b>|^bIZGf2Ix$-gZuQKB+aI2^*~-bum9I^SGmAfHA6jh_-V&rabm$Ux
z=-IPpw~_yNG;=TAE-!Q(8X4h`WFF)_6&#nQD7CT!^)sU_qPx$1tJ!^Xj){5g_=#c1
zOn`nI*aRH><&_mH)E0?xv<^sK$5ONkIqb&2DHI>e)G2uaB!CD60O4)T)z#HSLOw`C
z6Ea-FBCXdT8!ss-*;!)Gw{PFRa}S-Bn3$NFnwqXED5yHzAkGmoCy}~h#O-C5=uox~
z>$#kNcfW^#V0TQ@T7dLMe-;UR`SOL5L70-AogJvK@fkJyS6z4SA|jpb-McrjQgq2{
zpvsH9zNsnUX7crw@=y83jkK}S?!F}@;^?vJK7QQsNlF^n#CU$>i;=PM%y?FX?D+EX
z@_y72k8Pyk*w*>%yCx>JNeWTfd3pV~?DE=LTF*P?;2o+KYA?*YSqtu`kf*Vp4@&lK
z<IxG}d({#0*X*@PbEIR^PBJp<r70asO3Fj2_JfG6mjwkvR#sL&%bX8?%6#5a>L^gL
zxtez26&L$ffS<4Lx3d;lRu)Og82tI~si|1g@=~p)zCOMF($hjhs$#CV$#W0wQurHM
zg18VB@s4vtEUc`Y!Idj(Yt*!~G6m)xciIx332x-IN*T@#HOqQYt~kmmD6pP6qx5Fu
zFw2(U0rWD&uH$F}vEq1gDyF!dpOx3u3K!Q12`i_)Y&wDl3rq1O;TpBK4d3v<0832T
z#i#oQBc>-N(r3FkDQ+go2S_<PIB?`gH38ROrFd^0n^ot>WP|<<FzfH^Y(t)Inp(!}
zPwx4J1w8Mz8+3oqm-nEsaJlAOjeQzfs3RmIG7Lb4J`G+N8$_hWyZekxuJZ?g`w1lA
zv>eJkA(TG0##Qmnnmldx2-S*LlGyB!B!MQKwire3A4Q@|KJP`=Cb%Nntl7qAYG7~y
z7bR(KO<@jZQ80*Y%d}8Sns@rayL~0*^Lp<*AGd3IgIwhEHv*GbWs(8MPG)w;Ux$ty
zNxdOUvwwdjibRw5p2H3^e=f(8$VJVuDAu94goK(m=utj<@dDl2b+agK1;DVqpLmb^
zzIgGWsVTj(+jD|RQd(M?=ux}h@x3Zn(ALsA0#IqxSMG|94tx9dtwcv+WNb<GK%7{d
z+bSnO^ksGRFdqgHu2YjdS7RNWods@J?}(Lftj1@5=jR7d8XiA>tZ!+_7g9=Fi<@{f
z!F(kI=w=&7J|hpOsNQOkRX^F<(ln7kWWyK*@9am>=>Hsl5wMpQVU?n?@WxN7jq7db
zFpPKU1CH+v>-Ht`S=Te29h`K2N=YA>oTYL1?zn^k>%incankNBzdt+`eejFqFrThb
zXRh(R&RlO&@_kp&-?GyAfWlr^RrQFdP}pGe@0kj=wt~Q7>hvSSY?hvh6SpaInS`wi
zLwwO;OGq5`Fl$fZ+~{53Sn7kD{etEz-fyUhZ7wUOj#ZaiTF1We?Vi4rt@SzJFhz-9
zAcfXo&)lWUmuXfCQ5W|bRd59LeL8jR+O@V}qB;2T=1NdNz@xM@Zsd<2U0tuUvIvSK
zA?$I!!WAPUqw<TcY^<y_TpG=q3x}DQ^hWdxkh0|?_`Sgv_y-3+4hT4aJKr%I+KY>P
zNx8`mg5!FT_28ZFnT#zhEd)6G@k0ZUC99)+Po(=wfFDH&fMvc}`;R<RzXsR4L8e1P
zL$=esj6eoxOP&(Q(q#cv_j3Wc$9z&*@%;=gmA544&>qGwCHoLJjcf@3%czxqrwWyz
z>f<wNGxRQPCQ<}1(%TygIA=A~L@#DPm0q~pqj11+d4BY!cPxi>ke;~x)X(3z48@%F
zl8gUM^dS*~W(NVbPn<sOkBVshyLzY7;za$MD}LF9g}jA#HE@(LZ;@l(!G$BZGM1Kg
z)_PzUitzkchuoX#vh`T*tj$)xbqx;*3uBx1A&njJXF2w;?V;8;FTQWJBWLTm2}u`+
z&mT)ip)j_@a~12edyp7ZHEUv`O2=9|I#jt-)fNDB+|E4|;f-@$jQDD-gjNCfY1EOb
z%A-@P(!Utn&~^p@)}=jus!oYo)XPo5{qfhFf`UZkTox9V2eSj$fa+?{k`j0yNlIDc
zA;2<$)R5>7(9#k;nP!EXBtYe0BVWZ=r@o!_(hBe2zt6VplbWBO|50L}^;I%3*Y$3c
zX;IX6j=SBr=w`|39e0QE&mQ~`IN>5GA))Q`WfW<z|5ue4&Iy-%tAe_^I)&`gWH-(U
z3pk?ihzOec?DScQpG7vwUF$(%ZoS2J+^rHTj@M;nPk{evZPd5EfB*hb@rRVo&d%rs
z8Ug2M+HQRPetN)ln{t#c2?^(`X8OmeL3x~)H8jGz3?0L+a8dV48|RqoF>Dp<tKwH=
zxoo-%?mh)&@%#60^aq-Q*7f!EE;BWUd9>f3?hE7<bqrYslnPm-No~R@!by)u7L)A`
zr+F;FC}P>m6F8Y-gT|0q{067|Zj0-p-E}E<so5=~RtCfLXzTr-6H9Yc(&><;rDgfX
z;w|QqE98y~PE*9%fLQs^))ojLx9^z5CzQ^&Dk*{0=MH-xcmE>S^C4z^(n4MR`-#qE
zHn!{0S5;IFAp%hB^err!(eZms98_23V;P#D`GrM9aDC1*RZN_$DNqgWEAf-wq!SPj
z06UgtO@H&|&9U!URF&A#L;tRik$sf<8=1XRy=9HShAWfr`m(dLKfk}r;b^a1RaGTB
zTvuCbjfXNT2dJGV(LT7uf1cx|r(g(Anyiq<sYdo>mUguiW!BM*MWCTno}wS9jX-Tc
z46?3*L&-{SWPWsa2Sr3Y^Yim-GbXMBu#{LaD9zDOoLIk6Xmx#-OV`-Kaxn1{fw?O-
z7Ngo0TH~a%Iv6HJ+oOZlC;vR0>@q9OSO?amMjKDCH@#)f$V{?nW*sr&c6{1z#q5c-
z{Umq6v^nxJz}HoI`2_c^&9+ZUH~vZpAOMRg1MP$R5Dh2NXlKDQfucoAk+Rhu4L+B^
zGUv*54%397M#+*ogU!?8%2@+0PMjVC@exw4@%_D(p|*|=%JyEO*S;aBKtf{n;28iD
zz-WM}8`!;yt<4gd?!cvu5}>INzFlnW>~d5GX78rI&%7<_$T=2%#_+1F?4KY-DW$G8
zPk!t;seXU0k1V;027u?WW5;mJ_J5jkJRche>O^H#`~VG24KAko%J9JB*Nf#JHK!Ho
z&8NJ0U$DL%OV=uRj@Gn)co@K05^X@>5Gxy7E^<jq&?MSut^UJ&DB+2ld%}1$t0RT(
zCU{)!-B1RMUHRojb@lpnGXLJ}a+~3Oa-lo{+p})HyH8};(K-%$_FhzjbBk{;7Ny-8
z??_|cxepLR^-isSbaWGlxX~XuZ@RwtSa)O1fQCao*T7H#Te1602|3Oh`Me8ZqNb(>
zLGTX>FBYEmlokhLzmD5f`RW)qC)MCe*xcl8)#2;C_8HpeXB8Phh@k_!4gMU}Y6ZPx
zf}?l6fTLNw1PN#AuRXbP=tmjIj4JjA=RM{|D;F#2e2|e545Gyd8uEZi^$;*4oE%Gw
zi)tg0yY)dB&@nK~AuFepWc{>`<wKJ%W;dq7V#aXBU<Z)baWs`^NjURw`TX;bKJc^c
z*w<@sxW=yqvHczxxb)z`Y240WQ-lBol{yuZR08VsV{h-<NJN8<R(c<1ZP@t~z9$?e
z5p`U;h4_#UKYjlAuD&v75$W~6USEAeej-PmIeogawbc(qJZCU1eipWmQS5WBaifHV
z`_A}u4*6$y&1&SP??G~5KW(bGjWq-9ZQDOr2ri_fg9hXlcq70@<Az{PfW$M#4TlQe
z2yhCxtvj$OL|y{*fh<(l(y~ucQ4s~~Tx+c4GasM9lIilGRK_R~OWqBVPvWz@dgT&0
zRO@KP+q!dR-{}s5q4&tk6F}d9{QL`$@HFKp0E<~?E-Nx#zD0K^pea^_bYfy6T<9*X
zu&^-KQ$>{|<wV)0NTEH*te_Nf-n|Q3<&P1%8!AYltW>{p@@=ZZPb%qk4|H|gwrvB|
zKv04pHVLemdgb_ZQBYWVmPXEYJXXp_^88k5i_Y$Dxr+gt2rmlPAX>pzbX%-D=Rh`8
zwzub<GrKvM9Ow30r{tl8>*^sqB4)PUs%IU;-u=djC-@byq(8!jwUoN$F3-HZz1zxN
zb+onNh}!1AaRX4RL!$9hg{A*SlI!iY*C7ID&iqEFe^yNF4`KyBwX(Ob>*-;HjDkvb
z4FsT&`4mA-LQuhvh7mij(N)mV(<>#)((v%`yj4x3WxpN`S~wg{+YNkZ*7K+IiH?p=
z;;|h^j~>lWRXQUgV!E}tp`oRf`*2bVs|RM~733O9y3-zr4z&!e#M7nePoI)wb80Iq
zJ&-kU;QjCc3h^79#-F8*K_Di$T>5s#=hLXV+|;TX7iUPPRV!y-o@7doEz2}IIOm5(
z<{%y2Cs5qPdH|ghWVdVx*O>>u&hhG&auhsj|CXwncGl|8W0eBu>0ZhCh5UE>zy7Zm
zV1Zu3;WPkD^PFJ;dMUMZjYsIEAUTbUjkTqz^ARNB`pTRcsI6G8aU4mjzrW5$3R@7w
zKDu!V%YjfpE<!Je+gg8$@;`%S`<SHD<2P?k>bcD9M5KfiA8osorCW9uEDu<&9pvOe
z;o<)zC$r<hht{Sm_&z%-Cj+E_w|;|9?QVxeVG-0bwX3?j84#&ZyR2+%`kykn{X(j7
zaCF4I>_NmQW%nX`;{RkcTq?}Rk8cB~>AeCzun_D7htClqa06zS-gpj0$g>3%@8fDv
zRux4Sa$B1e0iS)ctO){(z}UBpMtm#en-86xMW2?Uy0PVnVePbhx;%DY<GRt*%*@ZT
zfZN7a44IAH%+L}tJNxamlpgkL5P+g7R+0fK0O0-w5F#M|^=qEftk2Xj9a#$hJvP<=
zR`y4(@g9QE0Hp~5i=UsL*eQb9Mk}kll_N?sEW|^#XyeP4oPyo72I0XbAMOzo!?-lv
z$1Wg14P>yszP`LZ*E*LjpkGOHzqhnL`}PL_#vznEuxMY3Y)p|&SoUfi-({?$`BwAW
z<9j%Imm`%e_DLvq*FNT67n~!xF5vb`oo3KA!Q{oSp_!-=p~=T3H2%wn(@dE@S~b`^
zsJ5)_2(XbBO^X|dv)SZ}i(MExA-(ay@5-|-yDuz<Dp0g@tomix6l0qjLbxG!dQt!!
z)b;hnfiC8J>Bc%hLro1lKnjuK@slU!j1M4^4-}&M*xK4c#G}|ErPyk``^vi4-r6k`
z|6ZUnHdHUo9hLMlX{k83qc!y!qZGa6BRAje2NJ6+YwzBVIqR$2;qIwwXkRK5^=A6*
zO6DvB-MRgbJxg5Igh42P$X48udV~NM0A-+r)OVzMG9N05Cf$DMicQMv-ppD3h337B
zmc8}$-NzF~#cvM3iGR73z{^Ij*eQDVc)U+>bwQA}d&Cphjoz1W^JnhMMjpA`)7$!F
zGI^In#Ph^k<YX@yFWhWQo`@8Q^I+SvQkZ<QRLZAyE2jGXto_S$n#!p}@&}rKNz1q{
zbmisUTVG&SkGuTHoBLGh6M?r~s%{##(O0Z?XB%v9Epe|8i}~>5-59g#klWL+b{m%p
zE!prZ<nJAybZ50?+fBFp{i5^M#DAw*fOcnIEU9{I&>a<s%Ql{t-KQPSTWUX_$fu~T
z_>L@3FXeL9V_x~yt1g_?2x)hz;^JcYNWql+pp(0*D^!$rgxAolkL?&5%{cj7pd!7x
z&xu3Mt*7}(5tILe5$R>AWz&Zy5|8{|HBJcKTeIS~ySUW9_B1dc?1JClenpXNruX4{
zD>99YLe2@NOJ06lzNhzOvA>f6ck+if@AEfE;uW5JuF#!o>AomhW+i@LZ_-SEtpyLG
zlJ}Kvw?UB&-KGskuE~b(HnTDF@`<Tn`@V?X5^j`?Nj!tnFKU&?2haF!M)X`;ZWI{r
zJf`wU%0?~6sCR#A&C@xub7s5KIP7S4C;;j112{GR`nC!u%&e!lp!&r{&)1d}8?+}+
zo)ohkIfs@Nlz8AO3mhUG>D4crG{2e0*u9>$eP;H2_!Dc>sNP{YozM1WvON^fE?r_-
z7pORDSF(_lSs=CgE!IKJ>!0sm9EI2Ct2Hl-xi^te$;~gEO6ks%<n^<BAaZ10r;NUX
z?K!Dj#qI8!R5JVKnWxWQTpby|c)@nZmuLD)@0jL7<r88u*q$1n%kX8o*)7ZDn&$L1
zZF@k#86)Gep_a*EmHXX$6vbWVeYiirj$jy6z0Yo`7vagwVQOUb7*ZE>l$Q{$K?S@?
zRxi{#62h94lmy`>RV||d046b(2i^nOi<*0G*eK7+z4kL}(|LGb@<Y$(9c{KZuQ`Nx
zMx~w_**@whZtdqpefeu*2xWaIRq=h*p9b6Zxc)4*s~nxDJy>e;D}Mg6iny3!xXf6U
z;rjd_+refXv!5A!8<DrpJqb0A6+0($#3;!>{H>y6+U&Vr-|@Mtdm7y7<3C#b$bJNx
zGx#C@V{O1hw!Jo71D25J<zvJO@`H}=^1Pv6qdFOPt5;vBpZ8YiYT#$*eNqB3U)UdS
z=(YTQ7Rn%eChucr|5Y`gOu61;q}1=7mk%A_y+0BsS(&&muD$J#yG>qhF7wGppU;YS
z`9xo~XCABC=B8Wj>9r^~dh2rI$4{dg`u8YyfBE7;_Tj-8mzlx8b`8(Ju^dw#c^rjt
zO9k!uI}UEre>^F4{CTo^%L7Rk@2{mNzoe)ZINp@coTy!TxWnvR^$Y1A1(Q@K_?b`X
zA7;op`^CM@R>n!<_EISKfZ0Oi;y;EjDh9vL#V2fI8)6$7zhKU0By!;DNj9+q!HL{g
za?%WP3imFIi63-Xq!T&O#yrCswnfQIM$<TcsQLZuf3}sx%iUaV7BbsT?RNB1{a`{#
z_sw5@ZRoW1pRn`_ljpZwov+@QJs5IiHIsDNAfG|;UDNHauj1u3SIFNN-wt~irW3VU
z*>;!XREEOa_AKf9RPS<nq`xojm826)5s2P+Wc7h;u5)Sl^rY|;MRSs3Ucvk0AIt1+
zhT9B8sEww6wi1j}bFV75WE1$^ov~y5hkkko?Z0lE{f`5c&Aqn2WmuKdycFl$`ID4_
zV|-b!!*rz_>wdMYFd(8XBYbwS?rdZ3Au_U0u&n@A9%1zRA6HC{^`I=0_ADjkt1+gx
z$LP*=m>Rp^6*zrv>ikX>M|S5pUikpqKR(SoJx<<XoabClZ<RebJQpcs<-p$h_`mNM
z<$PwceXH2b_~qTg<ljA#=@EHepC}Ev932E^4Mpbb50<4;{JVs~XV7ZX^vlBO=T#^g
zx!q{%rgl1yAjf}C!tr*AHPn%ht71<i{j?n0e}8hPU*~yD?+g8ZEjn<qNk7x4QL6sW
zqg3&sgl=yAu4jk+8JqvsLRMDOCuCEo>OYT|=ijLVRp$GQ7oJ`C*MAj%x_6N7%Kx~&
zc3p^A&?Qfsp1t`$PhrL>cjl`zWBPyB-8C(I;D7(oIP`x!bo(Fk%l%(}&g%J}8EZ#;
z)4~6};ti8$`a(~0zbbhBw=_zQVTMQlzkbpGJTph$rR;wn*poR}Q|y*V=^tAoGxm%B
zKGOO9vkgkQk&pVmoc`8xt<jW5A*{Wr*f49QVj;dwx~OyfVnmr#FrUcdKhDQfuP(B3
zgvG}C%CnthW`1?`o%7gNP5{{Fwo#%rb#(%84FLaNf*A+3#!oN{=9qN=5$~=|uv%v5
z3vLIkWX)TO+rN?VF~Av0jCrZ7q~fUavu`-}HS<#U(#G1Mg9knF?P6lZ_)k}qIoScJ
zs2Fuq%c}e8tA>d+r;q5WO2?@R>RcC4)J>Y*xWhgg7u|Y?UB>?1wqG(g3<4(7(sOfi
z&a(x@zj@;YScwYA&Lz8JWM$>|Qzi(tztD`|>n`*G%BL}RM$_Ul*DP{5u&}4Z-e%@c
z&56#?r1GszXJ~QpUvlxGDf;Wnh10Jk?04Eh$wrk?dTS9ZQ*PG(_xA@_xAuchfX^uc
zz!GfEx%$ELR+GtZD_SpfCXH@ziHg!gotWyY(A%DJuz|}vu*0L#^6VnZ$+gyjL%f?J
zo|YosvxA`zgmn~7sC8PKnQ2QhJ!(z5QT}uGxrNBhtE;9j%mQX6#Qp|~j$d4My0W93
zs{M1m#A1Epp>IqtjJ{qGzHI%<xCaC-F8&*RBSfsv#ddcCgM#G5HI2Ja5aCyN4UUj-
znW0O<GjAp7+renz0@#TMYul%WAV;^M56Qs0>$>JXHOrsxs|fi6>JylW_06?uP+1XR
z=}5gBNiCk-=E*GO9h<f>a|(M}z{45Yn?<>IZ)cGWdj~pzM=HCGL!KW_=YQ|Gxi`#C
zo=*J7vz?O7XPgguPkX)8ZZw|#Yrv9B?L)tsa&k_J|B<t$=%zibe{Id4Go=|u%|Df{
zH{Ho-ooiHDt{aHsaC{|JT(Vb{JD7XoOgS}j%;)dl>zbQ=0FwhFBI<#EJti3XfXJ;L
zKCJEPij;C)-GAV~wn|u_4y7{PDlo6{+_@*AqNk^a;J4vJONQ|VWr+rY6-M!!z^Mi&
z4T5I29r?Tsyq0-KY7I_mq9Z*$y$dKeaES)S#x?%OFDASagE9m18M^A5d<v5)&z)z_
zp4Gp7`_a31A|Rbri?`5j5+)Axt!V#Q@zYj*LO^}j=SCPvU=G-E&Z46W{U=OA)h#W)
zyQ$gy0|Q^5c1O76-~H|jo&MgvdkG$_a3Bnd5}*}bNi|gNu7bNZh%*v2W&~FXW-J~U
z+OdsT0(4teFdQ{BJV$##%@DQ0L3j9Y9lF(=?Ce(tHP6v-MCIpCT#-<9q}#vW!^dZD
zPEHO%XhU%;7$t>m##5zP3vuS+;&SIl_Hh#v6PMX~cI8-@irQe|;W>2*->;A6$I<Pd
zJ=Rm#<D?WoJ8^;;!1J;S3I_kYaN)w|jt=9ld^2?Je<miH2u!kq!(fVl$1-H!>*PmA
z0%a(0mf#lKa?vpxe)2!AHGJ#Bh3z1-YpbibA3l5-eO3^AOi@pf4LJh?gV|PtuaKl9
zBerUBs)svccyh8CWV-78B@hm9b4H-)y=JCYc#j?~CfT`jJ+2pZC(+AkKuCP=woxoo
zr={(f(Y&PDE}>*UNk&fIo@01LUO@qAXj>SsPT;o^=Otdkaq{uwV+4lPz^4Nw@SB|j
zQcM^;Cgt)EvXG=?S>><|cz9Ti<lM=3?05wa1O(Yxo+waR#46|KC!md8U#i#&8A=h4
zCDdD3fr!g=7oMUzCPDJGud#!X`)x(ouzi-QUB&hv`DWC-yu4^%<thwu=LBa0{%zX>
zG~2ihZ*U->G4$cMa%@q(f2;5w7@|k;eTJBoLbe8WfBf_*Y3Gs|s1#8Cb3NrZ)`Q8@
zu3cNFd41)D4BL-UFE>X+v3J7BNoJXYfz&h3nHT5SlFo((-8M3m9q0P{*KDySC2LRp
zZnI0QUYeKp)GobCvYN6Oc+GP|N3h}AhU_#wcnPQzO+_}tB!n<0y|pd?KJ?GZ+^~j*
z#^(}yOOj%{@mf%|BrpID)cP<Sm2#o;fcL}G({toU&Pft51c~7MOC4rB5n=qds~=0O
zUB7-k32nQeMOQGC_&l?AHlj6zyI`M(pC6TJOZ0IteU+8x2nqrE_KwQ2jx<py!G!Mz
z0bc5|qTDrw_*(`Mj_nn5-`WsCB!FdOZ{37{>!WF$Yb~xucoLzqfQuW{oLcI0PsWxs
zMTz)f*HR_p2oeF*&>y%WC0v&M!CB_ubb1>T`Z1mt=a`kBKM;Nu(!al|NE3&7q@-eD
z+dK{W4}nh);Sr_<c4Pvu?8Of!8zwsQLZtQ+Osb^w;;-T1I&d5R`1lyZ#Y6IvUf>A`
z-6;I(`o@N+&Ctv04^ML?(r+g33kV1xoKdhwn6$=b2)i~Mm2mJsdBvAF1dym&AfJ;E
zwonM%=#BrtTY_7n*`DqhU4kWoE2$a(aX!MKAmej{l1WP2tQaoK6tGN>9zBYda*agq
z6ABxv++1I&;|K7+tRcJ&dyk&=$69b6?SpTspyeIX&tG_Fpoh0$*`ReFgG?gZPSJV(
zA~a$m$zU6~{8SYcsX!@k`fze`5?>9IRO-)%ux&YRtO`Nm8APQg5wz@$2A|5=Olr5Z
zR}>LTsO-?n{_inpH<^@}_@&^ky4Jh<%}B+BQxuEF0w3(-$2*E`M=yYcbX;3JCB3<P
z(u-^_ao)_^RX)#kX6Z>I9zT^iFL_KHDa3X_9E~&WMqoe^_wx7O4@&bf(lA!b+;14!
z;U(P}Pgo@P)6ft^{s_!?uQqiveT$uo*p{@6m$-|th>)N@z<jbY6lLiEi7Ix(@2F@X
zz{Y+ChDIDc5M9}A<jh5Ax&*NK@Ry!PHdaZ>fn0+$m+QXeMuJ_vcJ=Bj9HNz2>iA_&
zDm7~Us~5-x`nMGL?FADZFYD9{9u#;cr`SLLXunBj<L0~7^JLdjA`;>i$M>lTw#XZN
z-wbmZUV9>NJ7Q$8>(X@~n(Qe(wb!Z7!HZb-mTt?9vj(FJUy~id<suIeZXpj3lCF1_
ziZ^bc)Ezh~?G}w&!ar4kN<ZtqDM7F-KYt$eK#USDPH6IkRS({qPwiiSAzVJz)dBJJ
z=^Gh+gq4!;TcgnFk<h`Ka>e&(RYL;>_78kFi)6}l_d7on9PBb9AkNA}UTebS5qkQ7
z(9l}Isx!jECb0cA#Ys!IT9uTP*!0)#{n^t4=9;jIwk_^4hy4SlG#@OdA*v|IF;rm>
znekLHQ<!(Oi*2956!7}Zn-4gUV3d!8DebdB-Uxw)tW;pG3Oh03K2wMkBp7#`-5jI(
zgXtL=M6s`{yCSwU))o|1I2wh6gzQ3i=^!Fd)6wlR8oqV!9uEYdx|$kqgggpT*oBx9
zpoTVZU&K*^227mzt&M4Sh)U|kF+dK?LG=&p?Xlic6s$?$Zxc~IN5;7e;|X_@=)(y*
zutv(9>UF-11!8==ckiC~SwxL0+JJ#9kf6v5>W-78ZX1zcvi;#j;fHOJq@Yd=6dZAS
zQ0b85s+yW!!t$Cb5eM-NaP29IK3e7{pfK-#&tw%4xH&pIHpO5KzK^Ks2?;D2zC!O_
zH;k{}31Uyp>_Jdd!<_P;K=2B}Eb8k6sKRbr8}_iXqOiV!F9&+WvwzJ7qp!HSVp}O_
zxIQN-FpS0z0<v;3X<(B^JM-A#pnb_CeGEJ(@z(`)d9G^@r8buh0XLq)*9&iy5uBMU
z?Cfb}VQFus;NWpSWhAnfurCAP{OIhwmY7ns#B}T!uWKKSbvZdoz1qkqjg<8KkFgs4
zqoWa)N60DZUilvej;@2yK3eD<n3!yv`ixg5VSm`J;MUk++Mo*>PozRJta(fmyaHmk
z^{oB)(#7K(sB$?x;QXcBV?N!TpCftxR2y_UjqOctW*muKia+4tI{b#Ny@%{DIjQ%k
z-u+$1zpvJLG7XAz@bFNA0v@$#Sro(5K{T8rNZYR|7vUZkbzbDb0ly6Z54Ku1(Fph@
z<XaHT38p$d6Uk4&vd_<N+S5a-A!vJVv)M5v5@154@(*x^T$PjShecVryAED8cs_%V
zDMCQf0Q|5SY9eYE4(<$G55t-*)zzM$L$V1&RKiJ9Eee#c!}4)bF?{9A+dq}dz=<cM
zrQRVbAS5)1=yKUy8OAlQeJ@L`Jf4i4tCVAKd2||3R0-@cO6sRipKg2_$G^`EH8YIX
z>8LtcLyr8+<y!QPyKg96GY<_pp)o;hKW#g512GUbeI`|IoX7_*%cq|_c|tLF@#00W
z;x|j0aTYi>wl!t|v>=UH16FRXj`JaBvg=%lj19xHwY9a~`T0Ia@Dx~VL<L6=s)6_!
zc!(SvZrG<2fC(Zq!XJ-KUs_i7<%?3^LID~rB5iZ4rT@a&Bpev<2xOzjl4wjVu^e#A
z)9yBG&Nw@(MQ_oTGS=lf^Jgb&AjSEsGBQu*D*+nQA4otW-1#~6RG#qYL|=t8+&l*G
z0zuXgP#k^7g>V7z0U`fp)&aopa-wWV!szPiDxoUfaOYFM(o<G?dP(bsD^r6RoUS|?
z*&Y!64DQ}-gng1;@Q#1mWQKOpK^SJeC*R8TqrD;29<+bJE*kOAJZ}^S_tE>jymRAt
zOryv_$Ea-|*{xRJi9|a_gxHHdwdGx_p$^?{Wb}90<dEqF{^OF~0_-Pe%Hm{>@Kf%!
zJJUw`HD5eVsPcH<!H$tvw|+XS3ig<Ur~=+ai`mI?8K=N;dqGGA-eFu37UpfAGLK0>
z;6TOAx9p3BJYhZZ`8d`&d4Ib3Yv?9$0CB84kdu?kt*xSgMw$5q7JUa9nd~IV@wKNa
zy==ViFplyi{vtVMgg#<Bt|=%O!;9w_+6{n77=qB};`eE<*$ZLq()B80G3kM}5Pjlt
z7M6q?-7fPZ2VnCtst;tv?+x9ui?|6bf<|^0-iH@(Pr?#=34+`4ERghP1Oz^O{Fv~u
zE$k-B4zf%?N@ujRdo1Gou8QhgUuc5Ry+dbDii$=ckbFGDkVnmbGIjxMH2^Z;#Uv!S
z*p7U0K1jnOBP09i=r|G)0U>CSICRR<&k%MA3YIx>HH<@4xNX3ILj_!{+P#BBAGg@H
z#|YThcH&0>Vlnj|UKZ&3=5$?ZO7%bie^<iIj)L)t33(Jqnzmq6C&)arE+X3iqiTWs
z&@`%dzDznjI={Hc#=-FqjQwAb4}H8!fE@_=O)NG&od*u;i{|F3UCu?thN|{_e7?>W
z*HcnbN}U#-6B7NwgVpH2=p>y4MehH+QCtep3VWpyV4||PzMWaR(i=<<2>ybCdXk4n
zUT_=7MHPwK@wS9A8U^J)8fC1(d`oq+-)bl<mwwtU7YmwMD(s25Bs{fiu+iecQTMbf
zcDEQgOyygB+5R#IP76Qb-@3GY)$Y{jjkotj-V{0BIVHY%qep5`ClvN1tn>&X1Y=t-
zkBT1jK>L~p5DOXYlC?EI(slyWLgfM(U^E!M$$<xwQ4@#`6Q~OnE6Z+)4+*>moh8;X
zFfy_M&NGdYhZ(`4!0@BbmT=O5^t6goknjA^$D!gVU}Y|J*8+mge!0Rl1LG?kPucMI
zYCUJ^ld8n|>nya0s+HcKN(>ocfe+BpU4;d^#D3ZY0;OXpwwe{T-e13dxh$<9kHMju
z5O#dve1VH3axBV6h}svbBZB|n)cpl&hvxSQ7VQ?)qBDYmMrb4v=r6*<=@9!h&@AcB
z7(Bl4%!>;|_>P@B0Z2kER|Nt2c+gbHV-+x80S%wKS;V5H2k3(EPa_Y&)$#zYcGzFu
z&h8z<t_EOSiZE#bhY0dI9yzT~0=pRWa&IcBWs=XleFS*IgaLHu<6K<Nad}!EjY=$9
z@KhFhwXa!vaX=RQcRn-20Wv4~4JPadh-2^+cfP#d>CbqS^X^GAq#&TKm1*}aIgG2_
zzI~gRmMNwhXz^N~Vh}a6Nw10czVd}FCKZrcyc<gwfE_{ZUIyISMMag2ts)^vG~7HI
zj4J@N|2%sZk1hUL;T{JpSpDGx<~gnfB(wuC5ZD9D@YYqo$bR}5O#RGf&IIVWt$3s7
zBKqHgIsquXfVm$rQ2=A?02bK<D0*acGzC>&T+MFDT4B22l|x0F3LM(R5CfdD?3kB9
zF2bmRYA+K4ss*`)=x<?4K8||ZC%6wPH7@%Zws7ww+v06UDd~+BO&LgZBA09p<jdT*
zE1$e5W}9Q$yNjK6Z-MF6lNWPuNeyYWWFO5C?=<EUN#7nM9<H<!SFLpNiVfLPW~FDq
zb)KU}t@?h}bc3?zE~*=PpWn7Q9alwSy^rG8iI76A&r>gicxE$|OHC6G;r>ZsRff{z
zk(kH|tAA}1Pl-hhL{DNW2$t+Bur0`zR`VlDqkFXAu8xk0N#r_;ze$M+FN8z)tliil
zZ~_D?1C5k`$AtTdB$QXD0qW8NTU#Tb0GH+8PnFLJ-~V}*fZrf(Qq;3zFWeA-w*oDV
z4=^Cy4$!OfkiR9?;&5rgrHc*?bW02>tf7&S%G>*;M5_trfEbL#u|@foaT?`GMtT1|
zICvS<3XSd`r6DgWDgD`jdgME$RAoCGo1k76Mwm~4J#VfWNx{W|$_tf!Cz2^_2G=H)
zfg5~KgyCQVRnZPxxZCn?av$G0Oxl@ZPL4+_pQCTy%pBj3=ph5<OI6SE#X!r2TSlT5
zEjswT69yD;AFnZTM#M1A$lLX*-Fx@e07HX6oawReyLQ>)<(dEW0!X*4fEjuPiWeS*
zbCF3F<r(mw-o1O*{9F1pWMWLE5WJ)Lk~mh3a6@80-rh|1?J~6Z`t|^fv>{!C7aqPd
z08nVk>w!(3K=<X#fA)ZKA~+hf2={u5X+A}fuk?smx6f<55XcgWHxpCUDUp$piI#8-
z1Q;e}o^aE|%w2EqG01&@+Eu7G*}1s}7|{WcV1f}aQqZg#eGcJLAt<%#>epA>c6V+I
zgexJ=W%gOaq@#nw100U%=x7a4r0~|(Raak_oFM`n=@Vd_4!sCLA%cxSO}sK$rrnd1
zS`v2GDQjoVT1XNIP*FfF01w!LU!q^jx%1@&-fQwT6Q*@BWH%y0%grXfXEDJnF+cuY
zvEO!gjbb7EWhW;0UvFn0LIDbC9E#@Migu1Ht{7DPA)3s+#-n$A(;Wy&P#UQ-Jw4rh
z@~xofjV=&wZ#8mGC@CqekdaOEQ&CZE&c$tAO{}P{XpO)4R0G4lsJ^_D3G3sRWn}&g
z4asO|&<!?}b@Mr80Ru(IC*4@($tnsy%r-hQg03fFB~@ye$E873r=w4Ft93&(`R91*
z>vEwA2oN`T0s{kol)H+f`Jr&tqS!iyvIDqEK;5*7as>`iblols9qLH0!!cAUeIiZ*
z-)VLFO+Tj_+0AGSpXf;@M!`*fRX+Mz?ivNmO_Qpn?O+f4dk{DcA{!}9YLls?srewI
z4$^;?;c#`j%y{<s?ICEj6o4+%3mYt^?m5*JH(}!f5aO6L+O_4sWWgIO`I_G2Uya0*
z&`kc{q>d9B|GpCdFG%3|e^pS%H+HK91r}Lz2YlDcEZkTUS)QP*Gc`T?!hXw=qruo&
zFUO@X?X`m8?i9^Dw)psX^Dy*%&=xRgrgI_1>7C%+Z}LaBtHxlSgP3R2D&T_uFs!;1
zRMMZxNgeHLhlr_gckd;34TY<NV?9Q?rgz?Ty--hSIyO={@n~Pu#5A))T<`Z-DT`At
z&IYj7ef@gK1Dseatk}WU=Dkd)112M%<J<Z`&Y$GwegS$(8Ri&+&g4%QiPr)2$xo;4
zjn~)mr9H(ns;wk4eQ@SlbU9sP$6wn(Tf3C0`&Aw?Pw2L>BtMw(qvKtV36;!Jb1Y?G
zFd$2~%=Tbena94*$TL9dm;%qJrVf+G`{6SaYXXmcy{Du+MQPU4<f-Oc>>pA+(_?wf
z{J!F}EI;!LXVdEC=B6i{J`1}__qWu`Q)^RGzo(7eHzZ?gVR_BxugLnaIseS)uaY$y
zpYE=<q6=i_zrQ)l7=FR%2_=K`$znl~4>ecwsOOf(RTg9X3^WhKj07e?s)>l8_h%fz
zlwKh0NHlA1Q1oePsd(i86rLLezapjvi4Jo5DHRhxtU9TfX&$jiQx0_GAYL|L?9=k{
zx39bzOMh)A$9=ZJ*qBFsMelwJiI~nlV5hYeU>m)DDEUL~aF4{+lSVPNmy8o1J!6N$
zC7&7eeW1L0?a$v)I)gN=Iro!CBfd0v42QjbPq+6{ZSJTxznagzWpjs}G9_Mp5geP(
z+j*)E@U>^(Giu!0TbP{YNWpH&dRwJEGD1for$gXlNrhw#_qo*<bc@mfUy7fS>Ma!{
zS*e|PdY>gIvr1~y_p0%9(c6REngCM&5ANBl7ijf?l~ol6nK0mZ@aR#>^{gZANX!_7
zp+Q;&^dPAOA}ey=l0u>R2!6iI*&eig@RT!v`&n`E{*jSS=rw7EPU)2&h3rIl@KA+7
z+&O+@!r(Ab343~CVz*j*U7uc2I(7f(*3|v3q`>XF_wN?Ey1T7$=Z-`BS<Nr)-+AEj
za|#2}1C0yGCmarh^j@m;^t9#NUhU1y)#iL>8})@fqsRRVODd$T^Vs~)`3KVUwa)#W
zm}(LgFf}<iI~5@yaNqz5G0zSI6K)XiV_n;`_gXl-C-%LL>~M7vr1#sm9L#+37}1XW
zk02fWmcanl@m%l8zZ6oF!yW2+gDJ_e+nL40A|c6uO}GX+sWac~X8Z<WYeKvcX$e9N
z(y1T6aRXtiOOlT;&>KQtAqogF)W7({(0jYtc>uWIG4{RNUZKpOsD!BNxrRVIqSY*a
z1;DwVmi9?l*kQaN!3gHoMMnf(68d8YC#N=e$6)cRM@5mfrM!IU(tT4I%b;x)W4(e4
zO$O8Ta!eL?67G*%&s&<*c9XOiH~$<pX65XmILwzT)bcFUN0MWhvPEj@r~Nw-d#7_P
z^^}W8ein%|?aZt4_|DjCd)KV?@IRu#=aqNz9eX?WGOy}tQKa$vI=&YcUqo5Wvn`Dk
zBf|s;OKFTgJI^TX^QIy)(iU2V;r8@_;<N1uI-;vWwl$+%jeb6@LnT{mGaBN0Qyk;U
zuZ4B|z$<~nyM(ziG<=|WV%g(d0s&ybo_+)-Xa!G$T*?gI0`0`%)CzDv52t&Z!HYX?
zZ7dONmq}g(D8xX2e-BWr@LQXL47!|&caesn|KPXmm5_N!SLMF7rbhw}o0v5w!~n=U
z6I}%_6s0(e<5mE?fqb9t+(S#C;$yD!N(8+GgI)@nrB;c#mt`5QtMj)Biz+*NJ6hRe
zjspisk`&`wpz~;=5QB9H=Dhjj3X|)hPtH$Pp><7;-zs%DLkvH%vp<C!Fb@4z6j-t+
zR7}_LtfQmuo0o!5-3rB%9udCx33nih_cY*pi1}w6zNa9=L+}=XV{Xg0kGcFk4^p3?
z!Z5#7F_zPfZVC9{4>3Ol!bqK`1Oo^J%MYIP9QeCdsWl!9aS#kg0;p_6AI{qabUFC&
z6?#=xsVA6adMD67-rn!vx~i$he!(PZA+VDy+9r2-T5;y($|B{PA-4Sy_ei<@Z~s0a
zQ~Gm@XHuss$i3(Gi8;>@ZF_3n#k@=zuCISjq`&mZr{wO{y?%D9b4RJ<%LHTX;;Dl|
zOdPA7zpvXbf6j}iW`D>wTVLv6vKd+>+8v@uT32f-uvBqP!pg7j)b3Og@QF40r~hIm
z<PYesr~4R*TmbX|8ulsSLItS{8f)ZRMpPL)e;?NPF=7DCMk1O;kRr>G-=x7N!LAEO
zl@K9>L&PK@$g0xSu`~?(GD=HJ>pBk7td+{yjkb9M;P(IdQ;o=~ab4;m+7wKO4kGA&
z6M74_j?md9=09IVBTBr0MAv=8F4l2~9>N8oooAIT9zjD^)7~BgH6qudTNpuq1&RQ{
z07pbbEFNpa2YI(YkSQxGJFHE<gLjosLDBtTs?E%@8yfB3xjEuJ4=(uW%OgS*;ATPn
zedza-Zh3wA1);m)>DSl#wm=>~g+DaBWU6@lh~GenD+usKKGw|4On{iD2%FP5-DnZO
zGqWN40Gjo>ty!Ssvb*@5@5G5&`$55C_XjgJry|mIW3Fp?k?1;A(wkaqygMCBM?yty
zl6$p+WO;z5^;+{EqfBa=p9*J<wLax<BO_rL9nO6}G8%eVo^K$~Yi`R)G=s%h!-~(6
zg>UD@DZToPuul?}RVrVi>dYN3-rwi!reL&bDMQvb?tAx)o!h!(NZs^Izi)1f2G4hg
z#BX}GixZl_mV11Xn<_l&O!Dw%UrMllSK#hOT0ARCGsVEG(Q3pW5Opi?(Z0)j_U$A1
zdJ<HQ*{-`;XRy1@w;DoEId>T2qg>ljW!R)C3dRTOgQ6v!3qQY?!!{Al`AW!cZ*|Lx
zU1LF0Lt!HPsstH#<VXW3ksp|&A^6?;`e!K6c;CeX`>i>Kpc;eUIB7u86*o!<YUTR%
zeIW946!Ww)@a6*_&=faPloJ~lCw**37ti<peFFZFG_MnF{#}A(f$oxwWKAeJ{{H?^
z-;QBKqGFF><j(iuHCYu2xl8M;HW_Md*4s`Fm}s7*iK!}AVbHM97rt5H!do%%{#>AU
z>7JZ#EV)xJ_YOZdnQAKgRQ&d+wZ{w7ww0+m!A0H2{x|H`uSc6UU)!U9QdBIYFHrlA
zb~8QY_29X}gVfFewl93<^M*T}3P)nw8^bBjcBUujHF3usi>c1vO0rr%q0j$&)S%L!
z|GA+Wxr9cj?BIO`Kl5_&srOz`OK2id!G&95CI9XGSI4t7K@%ea4bX{+6r94*-LZ49
z=fLr^XTyo%bmSxAB`FOJCwO_MQX6;e+n0oPZqW(Heqd-w8U0OTVTVax4qA!aygVRK
z$RV{-)5z7)qBc*E$w?g#3pd9}#}UL9TJW`EbO;m~+(?n2>GZy3g7noFJOVY<zwF+_
zhr(cP<6$jdoXHVsOzb9i?6*LAR|Gi;IubKo!I-VIK@n)jw%=OxzIN%-#{l}eCb9ac
zJ<4a1O8yyUwTWrAHUBNUTIe7ZPTjgL{ZeI*^$C$~itsy5eoP8^Z4vW>*Lt<XWt3^8
zi#voLrHLP4EPWsrUilB-_1P~^?s4VM4(m$4N*5`cdU)LJro?oUSj|9>@K|5}l|4)(
z)C*BgH)rIzPMXFUR8NbBOUgOeIns+9Asftf`l6{8o3B)u$ww8|{QD_u^2&qj5{-d6
z4%yEl<V14v3oN>6J)pf9<Y+7}eAgphRR9VPikBh(U{CyS&=xKm3*W#0v>6*6t%pVX
zQ$44X{9j_W89r-5Szd<OWpZifBos5qu>%;YG%__6u%FU~%5C4VumHUg<qX8OIS=g~
zi1Wns^pAVOPV*yGP-Ka3$kxh`k3JiK&X*|MATpN+f)oiJ9=llzuKjDO>I($b_P-yg
z6|)^?41jM5vWUdK&sBs3*JKeFk3t;9x^FrnY-}`3noI-$0{ijRY#>+h=8RtFX-V)+
zL^mt*CIE((ZH|UYR7cM~P*__rC$wSkcSQBXfBl6hzi7FLQU#zTi%CKPGoh&h<GbB`
zF;dTo5+|*BWiHGu@6dq*MUtXreeeFzm@sgtxBER3+H-wwb1tLP$636{%JNZ>@Gafe
zB+<`7?8S#@_U>I)J@r9A)n&qXk2UZ3<<`2*^f0|zlRTw71;;0};X`VTarSoyT?^@>
z&Ay%a$7CR;cPD#wB>9bZopB2<wDihSO=MixDjpc-truO7qRF0_ZLFD&VW_$%4EjWt
zY~RsOw=Bypugnf=zJG8Wofjq4YXGzxm@`Al8^xPsoEImK3kc+WY;?zX9T@)oFt(Jg
zO_g{L(NmJa8bMGOCV4YcCDUCW=D_zuz<Gn%#9?U1AQpH+myQLDew@MPVn1pTI7R)w
z;&h_cEM#7fP#Ru9*lvdd2Jbn*SoLlO;d_;L1ZN=y21Q59qr71j{TII61QWB1m9&_r
zhhjkyQ!5hHyuRG;M|n&l9ADW#HPwP^@1msSnT_8?5a$Kob^BYyr&-X<L2S`=8fC>y
z81X_D=$nJ!SQ0U*hHg0H<Jx-`Fe&vYU4%4?BXAOC8v?E36;c>6GOT?Wj}i~j=LTdV
zOy*fu?A53;T>f^;@(W(ULX7)6YaGU&#?aI9YHL)_O|afnVdlxywldyxosUlKMVj;I
zaA~%dgOk$qT;pKHP~5|U&U+d>wD*J=`1&UDxd3IXy?hwOX}zjE>Wy;k*9YP<nx`qx
z9Py!}BwJhm(|fq|sZ-TxjVtf6)99KfZ^o^ob){Y<a3%b+>(~5hewv=3%_-Tgyw!@f
zno|S0{DqB4oxGgN*~uNN!!J)bne~k>3>&HfQ(yXMCF*nRf%h%-jh*gcw@Gl}6MvQk
zDbL|YmyU*3rxIUzmd9HaBKH9+4T`jXe<Ayj+P{B$n=}16@e3c6HE4)mc$%0^-1>=q
za<^6gfAa<AoO0K$Rq3BTZS-mXT0W>(L;eT{*sLr+i4n7!TN`~_2M!;$zZlAnJGV~b
zNEZtS?>LKd)Sjx!ZPF6$crnxwqclY5|GN$=-AWpE%<PJ>19<UP0)%QF-BK984wJlo
z{hAnV#?%&p^FYpRBcxxLGL5pf8o0B5Atzn9;OW{0g~VYX;0g(mdk6;>UgHI7y|Yp9
z&SwumInrN4L$#z-66e4i_4f8+A^pR{cX>3M7(zZJ1T1%Vcc^=pwY0jLdpL2^vwlh0
zW6a2+4u7l2QOXR!0OIu!oymCrM*x!6P)m#)oRp(o1>A^JqA!a+YvqY~JyOCR2AcoM
zxpN+_MMOV<B1zH|BTfu9&s369WgFB`SlifO2;UHj2Czf3E<4Ehnf^Kf=f!)(`&jN~
zm5~uX21g)FM<j!YvsNbvH4<}Js~KIFiMyjpz}*q#BD%R}Rr-}5K75dJ#VryqmBGuG
zW-!pmkI_S1M-zjTNSQT8{5e2GSk8ZZeR&UwZG(f2Al*ptE*#>$1<0rn)9|{xH)Uak
z`el&r+B0>;32OnITSPdM5N{{|oQ6FonmyLR6D=ga`{sI7*<CE=08>*+J_EBOKqdix
z`AYw8FLPQjASMqf$<UK*dyh9IO&DjW5sQUfZN1cEp9gvrX#7lsyzOY)VCwi7UVuSN
zd}`)C#s*q{*Relv<cOA0CyKp424}(E<8P0O+3v!;5ecdl$^j&VLli%-9w$VeSEqW7
zfR0p@TsYL(*-7-!NLK>)ew_Y4+ItV6sJ1prv=K2OVgv<IuK^K65CudfD2fWAC^R_-
zg(fLT5F{8-uZSoLD2*U0Ip-V%0R=H2NCwFg8YDH6XKnwPnwpxLsaNm4dR6b$tGa*H
ze{Xkl&e>=0Z-3wV)>?b!c@4Nqq&#q)nl)O4)UG$XH^c<=zCaEZfkzEiJ(zN)C<b=&
z^N%u{Y`JwLV2THd5E0p_MX$xEnxLc$6h2QL^wL*R%F_0(XOsD1#7*VIiQfo*NzjfV
zbjlD18bIL$Iz8ez__HrEv<I`6a&-FFn?q7k#9E~CE~QIIHDV<Ns(NX3?^%8(mv8Ar
zhH850lD_&dD!^VC%@LI&l&_CTq38)7SO9z}0GB|OzY=fZGWr7>eWv%XMG8rm-&4Zk
zh9YM1;>BbKHWb~6&X+LONjNsbyxGyp*#U!v*NDLseB&!18KG4y=GbXbF`1&809?Ps
z6Ib0TB9gfM9)+wif=nS(B~w)tKruz%eaejBv7+ckkuuYLs+&8+joCoY+D!%|^jrx=
zQR{`6SyF?QR|MPQ#r3Y|ScdY(&Y`}b4vK+Olz3=yQA5KEG~T#_dO#=*4Agj%pX|_I
zliYUf)wVa^J|HXEgl5NvOr&Nfx)d&G&hdI<b%4E01_23ye-;6g{y+(P2)iVQt0EeE
z_dis<N}86;0P(KXxs!wB3G2=uz0l!8MhIl6vmr-ckW9P&ID+Vt0Ta!vD`AZOQpKTa
z)kY0L4c&%Y-^bbv4l@)(<JAYuzI(fb8thxBHBPSY)%nk!Q8;V&Z^kLy(fbQftNdrz
zC^i(O7>d21400>*`Y5bia@)=Q>M*<hX}v2hS3}tg^rs76DGhL);?{&E$^V@pyj!i2
z<8d)_bMA)+Rnb<`&)$8!vza2e1ei(0(wFoZmBg6rXF38{2X+I9wT~~fg&4J$byY@`
zhg9)1tt8kb`Nw{>6s#OxqqZV`9mXSjV!b-wd+$z@DTdq<%6W(JNO=?67>#ReKYxAP
z>)sepreV2OD{KD?)#VLmH|j<oq!WioJ0<f^F{~RW7@ORWJU(_si@RWpzSldwiVLxR
zyr215@lU#7_Wmp-De~WcrtF(_+;$sxGNm-2_;<4)_6HOMnLaF2Y#C6TzQi1XsIKg|
z0}=5eTI{D+ktv8*-ayRJIB&mGG3O~lQ3j&>A0=y~bZb6FCTUk-B+O+eWMgbk(!8?P
zY@mO%RP8XI>Nuud;QY8Q;ywP$nfTR`3KQ|mii&+c4oW$W<kYnxivZiV3Kb>6P~Zo&
z6OCC}!2Ohm0PRSpkxYFMrS^knM#_00H~QvMiFu<dP~p_Ipk!O~<kot1r3SnNxz^}~
z*;kE|owE0vU!GHc<P*1<_et*ezL}A&%%W+vQwzr(63fAiB4j-hV*mX4-E9A51U*n9
z)ke{R)Y!E6&hl$R%`Z^#jD6VQD++=YFsPeVmr_L{(NBV+Z!)K82S)zl<6_#LCKmzQ
zVA{R1R>~*MCvxhK7%6sIQWBTqP7A0>6b?<03k~Out%By76#<Y!Ff!Nz*kPB2O(iM^
z`LM&2t*#=_?F!(W_^TZ!2oMNPXF{$rF0p+I52iKGh#nP*XuR?BMzYyhZ+Bo-qN}vb
z^sgN<e}1yc%#Evpy+g=%Byf$ErRG2~jjlk{Ii!q?u`#TD!YkExWr!o>C+6yrKl>_4
zP!2mtLy{5b5}SWMIx_SMFC4BE4*_vLe)&>aTU$G96qFp+qPn`wuj8k-T)%_O$MO*P
zxA&VxSHy<L8G9ah?Bpuw*^@5qEligcDYSBL5h6UtKltBZsEBSB#S_X|fMR4bl@SIb
zV$BW(6%g*A=RF33&+m~DBeXZY0<zubT##)qU$v^h$_<t(rhpGX=wrlK|6LS3UbPp0
zU`0`6tt$ue2b-iQ8kbAVx^-W2;IKTED010sc-5hl?*$MCheBxd1Rz>dg!C06T*7fC
zX)=5y2$LNi6Ca>sAjmEF(Rm|fyyQbf!KaTO7onsf-dVN<Q~XOxx*6kRV`M|Z-q$5E
zOz!2$4Hp5qJp;|n_q=$YPSKRN^YL6)6?*TpNnYrH$;n%84{2kKA-F5Kctx8NrKY2`
zK_^^WV*B9PgZT{d|4pPQq)P~<;Qoy(fu-XZTNeT<0&|uEsgh8#5&qL?wJSU&Tb)_a
zbJM>uauV+iAjS%GY-GTM5pjIUDLuZL?Bv)4B@H<d)jr6+FoM`3(7?r=Z$<0pU$pKA
zLONGm=4X^5_4-n4Y57+FHUHM$%QbVuyYyDoB~t3``^MDuoh^@B66lcJW|=N<VgHMj
zp;!H~>>FGLNj|*Z5}PA(1!$G$&PIJSU4+`C(SYMW0d}m?;BbD{7d8VCH-oR?4&HA<
zs7pojPOXkyn?mAOz5-uiN2fZAb`4WS1v&E*kHucprTdMp>~iHCKp<nh8^73p;qM1)
z@qrkAiI|yWY%i$8X;we{MtgtJ3x09wUl?o`YE^i%A{l?3Q%1G#YGP^X+ej8ZwY4Qj
z5nI9kCVdY^;cN42k!`6w%L76C)GaHvVfK$YJ$?Dot#Zo>m9JIK0-i4aQ;P53)Qa*R
z28Bh+iDacqhHP1Jg`TRp7sejn=Nka*A$c7`k!B(>(9Vi4bkx_RPIK-@Zift%^xc7a
z8_v&8g}3Y^w;g-&OTX+xu$@TxjS`PCI&_Daz@b;Y1TFSHEMBmBD26CR;p?|DwpNk2
zMgTEJjYz1$_C03-^C$r|CX5`I7sTmi`=PnxN2ga}GNT3!2S`asuz&tI!@TwVt7ErC
zd3+E?mcUU6+2tXpq0NZgyHVSr-hBG>sXSn8ki;l3d3i>_A#mou!B1g&a@ZF>NSKaz
z>|2O-PyGE$RnJSGM5#!rhm{}zHBwWOu14chaO=Q%=fv%TF#x7PC3OIk=5(J5o|e#K
z;867z!~{A0ZPM<uht~0*{prQ6PY4Id5R)wH_F<nXbsf$xC+scs2mXEda3?y@SfS4e
zZVKZXV1I}9BoF*IE<gpoNGq(;fY26{ZW5;fknaag0ZyRAj~F>Lv2bK&kfcAe)x{e-
zNhlbq|AKiWhNOuU;NT??`Z7A7U4U$RKr=GKibFvP76#3r4Eg>h;DQ+2p4h~KMcZ&c
z2#m;CIm;eyQZ=6eeY+S^n@XgERmcP11F&hxv~An)p9kOLpA>Z6nXj$NXD5H=!5{Nq
z#;cV?zCo`<a2D7{ULQ;@r_{r|8k54=*?Bb&k0O@vzYiW5qY*%;Q&3=_<3z|nP?D1t
z2R5Pa=nf%+Crl1J9LY-mCWMGpoeYLDDkrc&ccR0B$c;Z(f%nU>2G3&yEY`s9BXvA@
zdL!_8z^i~!!4t$eFaZU0GWLQ?PiPlQw>Wzu@vINTF(JN&5_F5^to<-|LheiW=g6K<
zqb*GIUD$+~qnMem@k8Q}iYtE2u-0)LtiM`%7^~o-%U}tm+L&p7boXQJTGlJcyOQju
zmVBl%PM05U4gZmqR?j;7MD@{;*lEkWVh4EDZ3Yww7;BA)h)8hoDAOEs2G>Y$dsb(h
zOdNS(^&JgFINu%QE*8yfyIq+2%sz!TYfu-iUAIm|C-R$lTH@{n`+3%l4+QBRsU5e>
z;7xr9vkfI4%jlN+pY82NB2IlA-ojk$!05ahHB~^5B78AyJ#ww0_mSf0Cc`58{<DyU
zUCV`{cQcb0ZvESjyWj7;S|wVnhmv{GD#$-=-Hg<gZ>OnVwY)uH_qKH8Pqt!(EJ|$v
z3DpdNf&%c!tD^M%duXkU7lNNZKaI)=?~usan0@N8{_o$Pz)EN2$4XwrFThY)g<Ymc
zy!Oob^CFJ=U<Kh81P;1^+fn-0sHfWGQ<9mzRf(?qqjb6ARRQ}N6mE(8sFts?A3v+0
zAKh&FXs+OHX&X+e^r~z~npw}yV)rO{DEE3?LyC`s?5EDA>)ulqlUgYvIzIkgJLsCp
z=3B<N;*Fa=K9s%OAa=iL${;{EsIr+&Ni$dY?n)hr@*Rbjzb|LsIcPkU!nd>0)BEb+
zBi+v(Z0wq|onJN|a+(V2svx3EIBWeu1@*V02Q!9<RKUa}mN{T>nE!~|M2K9Fv!J^v
zW>LKpv4<E-fRk>7DUM}E2t#PrM(JjcDqGlM_M$0v8BdLmNM{h<GYOi2y$(ZRcm={0
zD+!&jD=nA`P;JTU>TX63MQ|?&VtOAqAo9N*-{|!Ic=x6DgR8`D+VTxCR5%Nd`&y*i
zIZl4TX*Ny=ZK?`~#{XdyCC<9+l)a*T`rL<}N7D<hjZUsxeqrWMXYnq}Gd>-YjNM7k
zVwJ}Dsr&Ww%tQUJc1gNR`^kHiF|s4|DZOtpQwJ8`Iq2%CaExC-mF_rsr`_^&@7F}S
zl-)m`IaPGk?+0Gw)1B7XW`A`3C4uG>C($a~+1WXR%N31s9t^g2bed7^w+{>`VdlX@
zp%>H^B3-LV(4(X0WFkQ)sRvAs+JO|9k)&ml*xM6dm~%oX$5Dt0z#;fGR0Bk11mi2A
zAMk)7zbBggKz*0!udBU)Z+wUHMZtHA^1}QaArgTamTk<3XtPK9Ze(jPZ9uK=={kDP
z*qB$Yb5`d|=laj1Gky-iu`aUh6Z=MIUULM;yU22i|7J^($}rkbx99zRns>LmUeYEW
zr|wpseODZLz2{y1Di~W|AG_J^vFU>BNXZuNAO{P1YHuEU9GA7^w~lYQdqQ8xX=iMb
zmF0Yxp*ox4ydyen(%yjYe22T%hX`+@J8e4aCZ9>qX7#Mb(Z9bF6&0+`xc<3nz4E4Y
ziN$KeR0E$?_2nlUtvt?&^t-ud&uVy=8i(2@Yod}R$hPFnMl6;4%_;;>G89GKH^`?r
zRd=_`px5Xi57H{;RB8Sf5s$v{*)MDx;tX_ObOca0M>fAsbeej)i|*a<v;Bpvdo3HM
z6Zawdv54AUzw}#uDQt3%>JnK~9T(mgsdDcY8p)MN-Xr7xX|qs$QEZfi*(E=d^eY{c
zQ=ghvN>~|+x6{pzIsHVX4=h`6E@#)%O{u)WM?#lBziB15&-8Y~L!IRZUVGEoO)vXd
zXJ7MCKgVczAM(sl+o4}BX=<fTfK`|71@@~BB@Mrh%e~2{;Silm46M16n!7w{0~I^-
zi4*fZ52r-<pDy1Q-1+`vS26eLO%)fV>Yt|liXS}c_+Z_I!qnlke~TU;5$Jo`EiI^4
zROjM1H*@ZB@Qnv0$sYP<HdP<lEG2rMeqNnAED$*;Bx!6X_Rec@$GKfkJJ+2}^7T@^
z$9YwdakO`xZ?fymKYocn4(vtz-tM7O7VO=dyy#dhZMC6P=@6gCWA&&v)u#<_|2UXn
z-tBA6`)5K<ur+<5w2<b!KJ~+P=eiC94k6=zTi*vw9694ST4ef3$I&aP>`vDE)ZV(P
z!SfC!U-<0yT{2`_6x)+-@#XWz>fgKK%<O5;*WI6<xa{7->uc|&xHzl%L(4zp1|Gft
z4PUp`ulB##M6Ts%XLnR^1?&HQ9VO)djZK|=;kr#Ed)zfMKQaaWFMzeG7Lsx+ykScV
zCI;x|-~li5M0$p8<_#QWux&oGV<)(;4PRthS{iRo5%1jM*w+zy+L>9qH8;dLh40qv
zJ}>fTu~2NSc87KL1$c+OM+GZFcZVl33Z-)Vi$!amlwQuY>~IEwgbD+}l>js`w}<+>
zcU{~HnHT+v=aVX&(syg>F)XNcGmC{H5&ZPizoutx@YNBv(9B=stCLTK=ixh~cr51M
zBRHH|9Jo=UFa3!IGJLt|z@H>+ThC%c1FD~IM#`lpg>aW{(_v=SzAld0lIcR%g1!%A
zrZPC<AjSF)VG>F$pnK2H@{<k+&^_=h$fw9NQvuVi6_MSxt!SRL9Yl9{P;C;YsfCFa
zpwCEp2=G|aj<QiuSc0nYEf}1DC`VzQ4cTxsZw7<BAC1?*0np1BjGPB1bOwycWHT`P
z3HyNpi4;FSf5iI%0)9$KNfBm0kr1K*2=V4(3UcaG#FFW1$6_#ay!ttSY2rd8QzT%e
zbGsLJf(0*mE%Sn?2{S+@**09W;D3u&0B#QoHPtAaGaG#rz^?=;ARO{8*n#^aS78wa
zbby@*dDR!Q3G7qO06Jmi{l2o&8${exK!$4*HSl-4Tm<3*Qee|YLC-#6ZQVx^y1}G2
zI&aM3wl9Dp<j~rpkS<HctYq5_dE`}$P*9%FV-_V|&nM6C;bo&otr)dE@9(jndZr7d
zy3Sfmf_LTzjm2IFK+b&r=*VI?fA@>0gU%36U{$1Ex~kHoOej<|n%HU#%oA<zh3;wW
zq?e04S%~bD*KO%?@{JDjjdFX&CMTDU+MK6eoH835Xtjd)^9ZOah5+W!2VV$?Q^k`k
z25z8-y_!-F2>IUuawDz>7!9fSpyT+B{tqtVO)rokf0JM*T5w7rGF!+bhhn<Hu)zP{
zt2TLw2m1~=j|7&h@Hd+&+@%!IJnrC)#b^GBwugQBa$*l`)tdJLSg!7fek>3fGy|7<
zV*2CYmW!_)&^US)rR(hc$E;Hu(5K$(95PChw~J#~;flu&)(}V_&yjT-j9iT+Nfc1$
z@Pl*`jqH>Fn%xJWjn3tEGS5v--%3B%kHHmJ#NhK$->{^9If8}b=1Id5H8yi5YI<gd
z_+g<6QtMD%AXm#|MSY3ec`Zj;HlwmRyadJgKNmg{usOSxVWYMEkU~hn=(^c_NJ%L5
zX}(*1vD!@%Xe=P%E9~0W%)ns3)SPuS(^Ss`UPeyl3-}cQ+0Y#nW<=coV1160Evrgv
zFBiO4uQ!Zik=p}Z_do94rHvQ0)Dw*lB7x+!&AVFrH52D>AO$Kx#kfLw0eCnJz`95x
zico-_tS8E-$-C+4hBK%Xw4kPj<9Y-ZsH7F&qt`zR^7H}AlevbbS#WT|LSZ)sF&S-P
z%E~3I$Wn<q2p>_<l*3f+EL@lqacaJLZ*I+J3AzuyN*tYSZ1$l>{VN7Ma)evk9bg$4
z|GUsZ*hjLAA*OyTZ+_v4_sM;kvs;Z(<e@L4XD>~!TGBQ5ZYDRS!OCNR$-Ocb9=kwX
z{-pfA5)BeY$H0JV!#MJvriCn=P7(xiPRrLM7mFFN>+U5c4qI<hXCJB@@JFEwj|B)7
z3XLkQ(0M|@V;gm8m!0Zb2P~U#hd{Ajjtn1*6>!*~1Kf5&>v8?_#bf^VN7IfHPT8*V
ztsZ%MA4k4@OWIS2ZHdv!lKoC2mj*@FT-BWxURa6(pR}?OR?!Vdbqs;ya!>S!E)=@E
z;b4>s6ntvGIC+Xt4wB9{u0{q9N9M35p-_@pn6*d2l0EkM2<a1FO5Nm%U`;eLaq2=i
z@*+E~TvAxr2h}4TBEDq6t|XsENp}XCKX@NrMifPTHiBEd0?G}dp~m2}%*@~cycI<7
z9<(Ihpo2gpeuP*BAPpJjgJxpX0IvyRE=fu?PyujWQpJWzDu$EvcgU&+MFXXC5U{l*
zIG+*30WboFx*H6**<RTNA|D{@5CxqmWG2v>o(GYJNHdYNKd-tJa%1!i+~+^zFdpI?
zM*&Ow=-l}C*|vqbtw0XgifHL#z$i!$0#)v&Lszz;gG^vN!p;PFugxpN7UWSpU3+I|
z35adbgb=k2fy6-2B%J~ZY2Bgz0~nE)KLkErg3H-09<x_nXO?hoISbYZLT?9#fb}N`
zDa1Qs5UOEFe#gK(YxIyAHM@Lytd!e;^nAdGcLsUL0yXes?g-MM!CVE5-3g*+G3s4V
z+>L#0;h_Cr1vijqp+29gbPs{3<1>Jt!KN92GnC(;RM`FbZA8w^xN+ksFv4Eo7x2sc
zQXrBGz8)fh0(5FXUWn=kZq9cx$UGkgx<g<|i9&_YPcg_Nc(+Y;eCyVg02g9$?h6kb
zEdPmtCoMY+@p^6jGa0)>0j|A*q61X#he&LzVXi{37;qx7$jrh<G1m~)f$MU}p}z^F
z{92e8K?CA5Tem|&2}uxnanKw*kd_FX-v@t<6sKW*G#W|Qi-c8(L$D#P*}C;SqUA=+
zPmnrLlfu-G^sg{cN&BtjQmS4?q2e1S4P-t(T60Tv&|(C(V*(g3Z{mjzp*Iqwpcl^U
zqS&(WvPEKDr^hW?ulMq`x=rfA*`f&R0W;bJs>(dTA7pBRc?8Utr3l?3B78uo+Cp^0
zL<A)!R$Y)cIA}#`7GO-~Sjf;W!KYxgCt89g2YDFM4?$^qjTNJzyR~bso#<1rn2fMZ
z5XVs%ap0(+&qyJ#5}*%@L{AM@zKtA=9Aom#+`tTu`(Tohvm~I%x(^8<kuM_%Gk>yP
zzc~g5gGu$<GY4rkA7omG!ShUAnm|UAv}x_^HexCh+9gDzd1!P6rc0vUMc5*xEe4w`
z80sUJ5U5y0Au#|S>N%Rim}(}dzkr`K`fA{9vDfbTxIg=v!QDG|$hSyKl7fExX`ID^
z71@RPOoUf~>DF+2dHeRQDE>A<stCss?icrg4xw>|69^sxi6ZC?P%X|YrJYCcJ<{5Q
zw(1<nTM5@6b^{x_KK|_#F{g#mZU>%5D5V*}b(5IsG9t19^tcU12*^ase7Al<W9}Vd
z;#mcSGP4QX`(Vjoz*(0$^`T6;3^{;Tz@$b72!B^0-v!2V40yVy^h5prC#SZAVJ<Ph
z-~|#9pjQRq!V)bTh;>*7%h=g-JCbh}7kX2$B?B^jN<3(=m7#e~?gT>u<E0=_4;K9<
zZwA#pxCexH4YLNv<Qb(CHU=wV7gmepkFN#F{hF}UC`{0azlSSv10Ex36n?yK{Wi37
z?~}e|B!ft!pp}GK16g&Lqd#GDNeH$6g48RHju9{~V16aR0h{nCEL!YBShGukBh8Eg
z%)E=_AKVw#SD0s{nN6=M!(=6la)w6{Io1XrCT11PN-SBt7!@ZuHw)>YD7fD+&bSD?
zqA~;g_kY0$MutJIhd_-a?y0}OL#<nFftxF065&8#I|a4@3r<C>LUc{z@`KSMA#`;L
z_8Ss{$yrqJH^#|9*tWJqX@2`%5p*62F1l{8&OwV9+AGqzCXNhnEsy<?tA@t`U6K?8
z&z`L(&N&#g75-$-1z{e6*r$xE6LVPX6oLNe3b7;YgMQ1toX_biTraRa5l|0w1ehBv
z$6-(*&K=8V_6rRCft3c?r$A1AfOP|Zi0yc9xWi}8Z7}A&0%<nZ2x&dxih?Q4VC3El
z4c&^S3-Oc%1qzw94DtO1bOB!;f*<bEx4lrA8^9n=>;QTXk;D}WD&p6ImFw?3N8qC!
zJ4#w(-F9glmQeZQwB{8?3`RVg(EG=dBkn<XT0+={9A;+t6T3)W5zsjAcZQ^eRqFn6
z{gWoT>Y4d%`rfnqAMM(Mp7QGm?qElY7A0Ao_#c)18}>e3kSWxizXn`k!75!_DNopA
zDduFZ)h8NQ)&yewg4c)kh<kRA+068`9i9{HsVU&a&vA+mp$V&wJ+5QbymCVa730l3
z)t3m*gzyh0d*kh^!1sPLnLSvH1YIYL4DfL}IyyicE~%_!e^o!B*I#WdtOx=vrlD6^
zQFmy+NMAw4f=TcK?H~{P+)=JBG~}W50}7j!ojn4M;TRSw<+^lLT}5dr8`?sU&nIN>
zlS3$jB9@nXpKg-JCV{A(<z3phQofn*wL7E$Biyi&43J^b6FkE;cv1*}FO=dS8gjed
zKnEaMJ3jAsF}qg;Nr;Aq^j|x!f};ZRc(RcYm&*fRj;fk|F?}cE0KnC|^tg-5v;mKh
ze)DL8nJZS&WZ-aGGSVK<zWy?cj1KDOpYK#G@1Z?ZFbQkRzEyYtdmwSA0dXGF#3pv(
z=}DUm$itCyD!lnNzi?*0En@b|)Yz!3!L*FQyM?7I0`?4zg+Jhpb%$~BA%9^VW{ek7
z>s7IAte37jc(cczWUIOLmqy05GM3A`J7dB38!A_9W8`#%E}xTQBO}>8-Pjk}8H_3v
z6)zAaNY@N7GwGP1xl1A9Rz<}J`R9y{U(Y>D#ktqmZZBa9TESkD9Qk!!`a1jt$X<-Z
z2PLvrvawhG(qYAc+-JVNU#PdAVTNNIfmhCmT!Xzm(t<*xnV44qJjuZcNUq3f3Z#>V
z+6~nxR<eCnWo1PLVW*ddbmRvi-i*Q}4&BJ>4XZtGXdK~}yp@<Jf&jw2`W$Q;XIIyC
zt5?h62J?|B^@`G~u-MiUA0{`{SM3OdnFyNC&qi!7RKx3ppWI2pkjG|Eo)_A!9!waK
zZyD%r!wOyZb;_;_)r@Rn!%Wy0knZVEu<I8H@zDz_Xz722*5GMhz%f+h$TDPt6M=!d
zN6&W-3}8(anTqLgsgITP))v#=sn8SO8conxGNN)yzlnN!Bq2!$X0RQ6EYe`Y{w?@z
zkE|!UEvT`N1Fc1ah-|E_Zvtf%hHzFKPP2gGB^gam$TPB?M@Uk)T~KfZ1?oxkGs?+Y
z#@DPD-f-ij8Pt1oTsr7(m|}H849KE;)h&<)k|ZuvOiPE(MAI~C0&xZR3_|gG@6uxI
zb%d6s@Ma{3Nj-+wL_GMKn{`24Ja29;Ff=suHX>rtbrwg&bKN}WZw11j;|CvcO8B7v
z0litsR!+bl9}$k6zsS_@jlJsNuuELLR_2kItmjaD@@-sdgH|uC{B4v2;#*VUvVarV
zdx<SR!UEw*13n^0szPO0iVU8d>4NkO9z#vO$F7#wH8s)En%NKHKS|9X2Sx&zH|TAS
z5RNQoJIVu)a#8E9?9y|XhnAZT`~%g>9bez`$=tmgh}{*e9v*<E^b+8EDsFOnrPPrl
z$dlkZVwEggQkNp_K~+>-0p4ai61q2-#=8=n!cE3By1TlFg$ouRCfY1|mrOU+>bYIp
zGnck-{M@=1hi?JLCoBP!8`xbV!1CS|qk~Es<cDMUi`Y}&g1d+M3Q>3?ws8bX;0<l=
zyRQCsK%01IHN!KD)J4c`>I1L$zI3VvWi8^|%L=+}!5MrN5G{VU)e}YrzX6IjoS&#e
zsZ4?*>RDqf7ec}X6m}6FUE3>(pA?b};-7`O&Uqj{Q}o5zy7a^qVqn0cxk5}p;Io83
zwisguCy{HU!+_yGiEinjQ63(HD5?oc-W%eY@O2b9D>3}STYC)&%1Qk@)L?8RSX`uN
z!+%{g>Y{-z-$kq8!P-Y3!-ukaw-81jBA8-xB@Xm@hke1KkWC%s6)5yek_@7rg@l~L
z484w`<fhQpHl!LvB0<u3gm7$ff6Ustu&tfP4Q+(6InK*tsy1RO68$rpoM>1bhtEht
zUri2JZ>V923LNXY>E1!z3RAIf$R6flAT$Qbt=`oayBb0YX=oY-OS=Z(GV6&M;dtd;
zuk~ukD2#op47!o{Aas|YI=TDJ{4EM)#4&Wi0f`Bx6&{zDPqfrSzj`Gmd0tp=j%}t9
zMdUxEsxBHqG{Dk$4w%nEGF+3LYi|*35aHTbZBt=gLQ8KvAI4}a428qYEs%23p6Ouv
z<U&Y8gD+dN4DtwIMP|^?!l)}Rjc(tRq`8+!D=^6)qmPVUrZ=A$aNd*OMJa2D*FB6S
z{4k~c|GehOKK%6K3G{);VSI$n0jx7{j)ezJMKPWwo_ARQ*nD7|ETNzZ0xZk&|7M!*
z{|A`H|Ia^yw&y!TANn!_3WdAs%!y-a0t|iv;x%9K=zaL+f5pX)thOOg--oKl0Y>dN
zA~w)DUK=0SzbQ=dvCxo>LPfyUj^QH@#zIg2<#5{waS82w+cP@WIyRdk`O<*-vb?Q)
z`I~p1?<iEEtc!^;FCO{iN2`4fPooQIge7SsGY3;yh;fNrK|HD9XRmbMjdcDeosp?g
z+VA{xhezKxwcIJpTvvYX^3}t80&U$DJ2F`}9bGWg;_=EElPu6I(Ddj%LRtUz@9k%@
z#d0`qE+~?;e0u0<uu|?4{j}^#?;Pr<KQ2;F{H;rC8$Jw~aBHTD`zX79IpEMB6=F4f
zYQRPR`L$iX@_$+BPnwEDOt_sF2EKRoXkX7!rL;6obMXYy9IKSxaKz-QzH56S*sb>>
z|L~K<A3HA!y+8XZ(fG-ZYNurYfpvC5^#K_Ve9cf%{S~PqR0sOcAjBeI-vHhEZ>9()
zYm{ED1SD?EJ`x@bMe762(zU04z447wkLQ7!6RF_=(AZq35GOa?es`sz5CNjGZolb=
z$MiIAn~?aWB0o(RolkvoDZM38Gb1?h0B*B7FW^Y|`OC=+l_gpYJoCNx$2S}Y9MAQk
zswy0{H#wymfcsOx{7``^1Nb0ja^~=l${$3ANqH`1&yP+5)69hP&Fj~H5JHH&)LXYs
zC@~K#k#z*`fWtyBa*J*R*!O^|oPQg-W@BH*Nx7F6bWy?aW`E37yP>%6-Z|5bPMeOY
z`zd#x+2<Qi%}P(77BU#J?2u2@-XdA}WHhjuX+-5#1nX)CHkPdfc_vaPC^JcLT8&fQ
z03tGs#9<}}^oLjx0)i?+X@J9p-NMYSySR{?>l+S^#zwlL%G=lXG5`p2b|f-ZR$^{K
z8sQ*ZvU}B%VzIAJE6QC_v4W$GsncHHx3}YSw@P&I0kAst@{1SlP{rHctItVGHF{~S
zl3H2x%@Mt^4-?a9qft=9-*yXvnhv&iH>Ud{nHGq|@1YO)4|K!Gk7L7u-*mu`Uo&kD
z;?ym}uES-p)Hr#)HfIsuV*^mAFblkEKpDtZ&p0|V9c)c3#5Qs44DanQlIXCI@OQND
z@~}A(VgDgXd+mxe!maXaGwB-`&@s<}S>K#mUM<ZGwyt1VN<&2X4HbOAUajL$SB4!%
zB}<?h_~nV=2>7+}<v3D?)3-P>hjq~+B)!<SfbTiY@oGId+WhcsNaoK$)2~(Ywoi2Y
zOXo9;CK6SOHmrG4jZBiYOV5-V3}+bPswmGX{T}ZX9d`K1coTAdN(wH~gKVgCp(!_a
z^_kcszMX|JLmT-RrdF2@$S*r4IrxE}$5z3DYe%lLl;XIJ%}K5`2k&zy?A7n{zooEC
zU}eG0)$22i*071($lmD3vg!0T4K1<Qv$y#3{Wh-UFLRI1fBZe<u$z8pV9c1Bo2=;B
z+Oc5!kjNO9Uv0Bru7|i_noNMrzMij~G@cv)?!J_ERfiT;yH6>m!h9#+)O5@~_l(Ge
znQNC@BM%%Bzx+0QMJ$E#snSQXRp5*Z05fK$UY_#><cQU1-Uy#@K`(6Q8T_$O9AthC
zV0$zpp?r($*@1xpRVNN|u1Z<wNX^xqec)pL5U<lckj}WvYx5O{{X)}!4dS%S8(w1*
z6Y@gSpCt=p*ggK}Zk?SU?y&PO-T$0DE=y$vMbs2Pb#4Ogu?4Sg8k`FUSeN7j(Q9mN
z{Q<#kG^n~KFuXbELXJk?+u~wg*oM{i8a(d-FdOPHmm|w`b#%Vt*O5&&xz--gJ(piY
zhocX`i#9$0(0UD(^-C#x1vJIpt1aMyuKhL?5JKvvr*n4p0SK>wJS)9$7^#A))8446
z={j|Xjv)Ezz9Swru7!WRA9)O1<SV$99-CUD;ovB0lx`^=n9D-(?)6jJ_wC4V-WyPx
z<b02g-p|O)bZBv?>jSJ?gFzs8HlgRcAgnojSC(W<=Jv<LjsrI92UuH&Lf_r68JDIa
zE>wdDmQ%<;-=`K2Fg{u-GVtPZ$TwuJ@ql|>`p;4Pt^r6nEA0W~%>l1U(N98BG93+<
z!r=fNn~~Oa8C-$-V%23%iC;xL#w1@()fzZlbEC@61`0WJ^V}3S70@zI%g%1F$QH|-
zwrKQfoMGlR4HmXIGBdt*!c#ih8YaA|zBo7P8iLy8{4ErUs6o?_b#q^aWxjh9{C<)#
zpBAsWkdd(U#=?rZ@0kTLLi=>Soi@0!YruKqrg;Cz5EsSH5zWpK=LMy$gXMl{DWfMJ
zXJ$@qX$t$%GCXr6ttz0=R;RH-kV4ViYoNu~=c=I>v2e)Ytn7TE?5{!(X0-bh-Fy08
zNo>w+N^(KU;p%7)y*gR<1M^-iQS9JjHfmBRcda{f0|$1?PG{&ZOhryl*vfwQinpE{
z5jiqFX5cjOrLDlKuee_&Vn&{eKW?oU3&nH1^x(obA&rUQ-M;1n-}&Z-PkGc;RGbbp
zIQ*l%Qmdq~Chz!g@f|9KLaCEnmDtaF@82WxWp3&_?&?b{rBEs@o`|h9+JH}Mx5q7_
zP+n;(ajUycQdsd2{PGp@N^8{ZW$rY}3Q#DX5_f~{E#XsFwKe}PnODZS0^e3M&@vCu
ziXKa9?EScII}3%<|NXK;Y(`2W^Q2_o`Hf2`6mRn_*-^2&RBKH(T%>1<dT!jMva%I=
z69HozDHKEVoKG^T6_zsgoU!8Do-d+!nu)&uBu~C8m(I04Zq<m#a{NsGfbXYTCC!)J
z>=ro%w;Zsf4KGY&D>(d+vc2M8D`C63eI14J^HtCowbn>{yu<R$41VODaAv4q%(qH7
z?(<=_=||i`-s@agC`FI6uk)ubes$NXN7cbhT*JU}-?BLTz59)(!Ht)aVwc6H>prf1
z%ZD5Ap?x~4{D^u|Q@A!``(f`1GD_*@L2k6?URz8xg{c=mOMKDF#4y~g_`E+XZe70y
zy}yLEb=RO@1{|9jtT7xt@jG+JpM>VD%B#Is%Wu3uztWU#-OL2e^s9X(KA&#C#BK2T
zW7R2fHSMLm>Pl^SYRjAF<;prm+5*rJx}b-FxQ(-H-{4;uvXU>#xQ{9YEdBFI@B@=e
zJ=f)3s>_b!le|rhjnzFp5uZb4&zs{1)W(K}ZwTF3JJIp+@!74X(qqqFZcNOOd9w*X
zO3+#UQbuzxrZQO%Gx8>MNprCm=9ZR9ws|9W`Jeuae{j<E!53%Ku=6a`w_Kh-U5zrU
zrk*L|N*C%Cm$YD~P=YLS%MM7STA~SbmI1X0k8k<Xki@vS&Go$*>@Ndzzl2a%y}bOr
zuKCBdV%lk&`__j;Y^(0_y0>)Z-qf7#xc7Ng)Q~3ZJo`%=nyOgaxhYA@Xqxt$a>pL$
zw&V|$am!U@sI}EgU7HJ<uCdf)96noC_K12~wN^cM)Z(7<y6r8649*YS=alb@dz>{m
z5*%co96FO0pCv&pk+s1ad3CKqx;Nv6%^@GER*Pppdu~PqwWfgeiuquSU~KZ0rfYlT
z&g9l-d|gog#CbD+Wznig{tu1sYPhvc5}U*mDeRP@6w6$$nyS@3wry#7`7PWkZXSxC
zlLw;b{5<uI6O7WmD=a^6jP9rX%AR92zIRU5N8DFgPTZrZGmBdLbt;D?W6yCR3Z=zT
z=j102zhqi;^!=cp{W2M$z5AA$UleA%eyuI0Fl>}w8BW<nRo#<lx5sUh0)y$e?B!Yh
z8QE=@==u7!^EZ=k$K@|B3iizvzV=zU?LfpZ3nl8*-nTh3^53VJY#NR_nWMC}hzhH*
zswKU_iLU3e6I0oTG^xU@<}q(``q`g^ITk#K<<n;<#^kR0VP)@Y@n>k+&x&jlOynqe
z3;$~FC93VU@kwQ6dzM#7_0pRnENi`LRce#3@zKt0b#gHnU3&b;^G3!eM^!U%lNY_r
zwG@Nj;+<Uy8p0g0cXTibgg7qkqJF5iqez-h3x?aMIAlgXdJ&V9lNhP&m2O@1@{A_K
za*teJRx%Sel7F-)A!>SGuo$Do-d^5<Hr?hnXgMHg&51u`xz5;xdQMWMEMm@$<;Q%}
zsy9;p-(~bw*A*nk#KuYZ$9$MBHi_~{>^RKh6LBkcc|?I{e{4k0UG<q}t7MgP0&J95
ztHS+H8k|m_`E#5mke6erzUz8swy&E}hVKdsRfHGoh&lVRfYDnaA~iYfKRBNCusRlQ
zsMM<rIxshE`F%qGBHrV~FDhIs9@x;oK68tq^|Oacl|SSw^x1cO_){^>K#8T9aq)1l
z*P@iZ0iCr!mr!%3``wp&4xeLjd^Mq0<R254qZlZQI62fk`$(BBqh7mO#jDnau6^7v
z)52vwxtm>YxsUi{1?@hsfPINg+(pY_`^agx_8JYXbfM^iM4bsAv$ko$%hR$G?{cX)
zz*JN=yYQ*WO_2=;v4@#tR`bw*_)@Lpd+Wz19Q>&<9I<-}R5Tm+ZLr$K=WNwj->hgc
z7<{9)tv)Mxe~{rByyK-47Zz7UE0h%*?RB1xc^M{3=an;I(9;Gg3`=6x8?1Vq(=W@^
zJ-qRveC6U#CI<dLhMwm9soW3~lEFb&Gi9Ot(tm0(s$%$%D&QtL?KI=H<=!J5mq*bu
zdUOlTs+SeEjjcnwy+nfS$~md$>=(sa6sDxC%`>l9m0r-9#c-Rs(G=~s2u~4yQ+Og*
zdi{12e>GQ+!DL&5{>?YaKh@T{?%;Tp(to!&!)euhs!90moBO#8-53n_u$cHJ5vq|-
zJ{N_e6532Nv+?v%p1Q{@Z|n`Rw3!L6t5Mrvly1RRn<NsDQvR%??R58+rpfvnSp`B1
zEp9flGuQivSY@QRFOu+S$h2Fe^}TOG?e|JOmF}iMm*5#6jc8_e(BcNcVwxgdl&-z#
z=L$BhHg2}l2Ks%rOE0#iEJ_t#AHx_qj$K5KFDJMsVD=wTb-oFzuKY1^uG4N`n!0>t
zQYt@{(3%8k_Y-q?j$AUIvl!gm5)+eni&i!s?<H=M)nvDbw$%w6Af-hxKC9<!bZ>%1
zl~kx&X#G@Xe9Yaqt*JD@*yz=~F^|j2mc>gc`{-yh#wW&<$I8n_@*`wo;`Z{AEluWu
zY`Br=<;GU`kkpV`$#cK*6n_+zecoN0peAl4eyS<PO5oF7!NlZOFYLqoo66z~a>^}*
zdh^59vQy*^=$)TyvbMWzeJ<+LrqrDedwv}-__QmInZAA-*Iu8mb}VD<clQOXV5H9E
za9=DHjA0glW}2Lf4cF7gVa=eOP+YRi(Ad`?s#B=Y_=d#n-X?|5SyZaJ{c$Vv!-b}s
zCC$r<<MP{_{_*EMVG>sB)Ec(cQ-w`p+y%oXZ5LVA!Yp9y8qjt#DJ?c{ik@lS*2EwC
zNjNSeI-w^{$A|5r<nQT4mIBXm-W^br=1`t0zZE-kxS1(6r`U))$db9Ox%bswX5^1o
zWyh_a&LxkXWhi}Q=upklPYm{ZyiqpvVK}ul*PK)<xWbonkEY?T786gQ)a=-BR;jT&
z?g&FLs%+fBiBhLq5+m~7Avr{x>!O==_;2C3hc)gRgNtJ7tL9aEl}guBJg3v5WqQVy
z+0JC@3EU6h%F7XO4;OsD$377!K1XIxs!s@W2v|SWcIsExldq%<N+gdQzv#w7kz1G!
zp8u@3#L(88?Ne|Oo%ex{1huw$(q_mgJ-#`K&a3I8$vbv5ovU{8-Myg`tDmZF!gO#j
zAI+8Gnm0~Ojy7AIZEalsQ986hZH>AKi&$i07w5HTi#fI28Xomj;qeVI1@<W(8|B-K
zyIqlw82(X=sF$CyF9@o&vRr!!r-Y|-e$;!)t9nw?zcG=@G4Vx@dw@L-ic{VbEd@-C
zr~uum(CM2T`CHG<u~JlgHIoMH;`}<FEpGI)H-BTXKr4=kP0Qh#=8suD$y5t7x!ZWA
z-8EubFhco95Obmg$zcEEvD|{4oL%aQboJ9sYE*iRU|fdYs?{sv5R}&&tToJ-+V}i{
z*N^A*EtDIb$VJ;}Vl4)C$qs_20~XiTXMb{;Zi^C(Q)C3NrY(=VsK0EYMO8fA=10If
zwdmkQlqAidg!4Y>XQ&2EcN>Fcq#ApI`io<({qCRPZx_#`(QGHZzN*yLI30<t;i2Xh
z3Z?13T2IxYP;%<1|3qI44rYIQaV}`@o?n8&jw1!sP3qx}|A;$;d-NaQYp~77OMNE$
zyhfX%|A8&!H<w}u+VYj_Vk4#{IAW9y+Kwk^If!RpsTc~JIr`(=sD~>SPuiIEWV(fG
zFLnaa8@s*_W-BenVsqqE%hi<l8FM&Jv1N(+9+}c%%geT7dZyh2yp6+;x}UlZBezz`
z+!s;Ow75oXp;|m~kK1CZ1;vQkzb`4L$+$DTIIbZyS0a5}Y1IvrXWIuCQNA`Gy(DJu
zE5#FTE1kaV7?tO=ruB}=?a|GGvAJz&BW^x1wtF=~Z~ArP9n?hk4gadIOX+#oa!GnH
zZzX@6M0`S{n_H80w4lXc7L)V5U{=}Zf9?qGp-?6UcKqsIToY`P8DADLJ-)$i={oiB
z9;am=`YdINnxp5Mf6_90U!y)*?YEBK%`Jx~Gq#E9V69?At%$WNn~s=%!FkY0yU<ja
z7UQQhft68OTPqx<IPFOF_n8>TeI=2VBsj5EGh9Tr*)KgxIbiqukX`{Pexr>P&m_OL
z5^<DD-S=v$ueP|SI&WQq7s9+Lo@r}io?f0l!MECS;U1FHiizti>P;rk3sNgK+~$bA
zm|H}f?q#OS&ie7rNalMX$JX4ET99NRfMIdQ#8xh$&s#?hD?NHS*1p!9g`&AxZ%MA!
zjc;->ZE=@rOSj^!XQqqIg*#fFlP|Zim%%!ba=7|te&5U&p(sW6wd&zE5ly*K)e^^c
zZJ>B|f19*^o3r_H$Un83&y#3r@hOd+rx~|RKTB$ayHl2>QYb4=ad68z?YH4LM%6A#
z5>#HQ9<5hDAeeTy%x8aj@FXXqqkzT?Bi^no>Yv+tO*Q=^<S$i)iT6H7q~Gto@uH6x
zN9<jZw4h$=GRq^Y5D8V?;w|F$yyaovs?OoWVW|=J^fyX|X$f!k1lr1&YH0TMxSy|;
z5sBJfgz`t%?M_+E^YkTDi;u-I&sK%I#VL2wJn&GT#5S&yddq|A%%}M)kLCA?Y+Nu+
zymBV%b8+=u>W*IbxYU&i_;2B~tV~OT0GT*NGu4H-GZ^x*nuAuWgx~Vqp(=e}K^rXD
z{Q(!cn0}*$#<47xMNfGyaQ^XX8w~AHaXmHhgLi6I>RRDvw2Ti^H<PsQ@4@9oIlVWZ
zHdz+S*Wn(6vM<_<<ISEswVOJ)P_h;&$SLoL`wV6Eq2=!>l!K=p$FUkY+#K;;iP3Cv
zZrzQWqTE@nj&esuxEQmK5_9rD1>Q0ga+D~p|DpW+TdAsfCt-{{X>0!fAN?O3h-nYk
X)x{5AO{vI}(LQtX+=+zahPVC;I4_!l

literal 0
HcmV?d00001

diff --git a/docs/introduction.mdx b/docs/introduction.mdx
new file mode 100644
index 00000000..62acef05
--- /dev/null
+++ b/docs/introduction.mdx
@@ -0,0 +1,30 @@
+---
+title: Introduction
+description: 'Overview of Xyne'
+---
+
+<img
+  className="block dark:hidden"
+  src="/images/hero-light.svg"
+  alt="Hero Light"
+/>
+<img
+  className="hidden dark:block"
+  src="/images/hero-dark.svg"
+  alt="Hero Dark"
+/>
+
+---
+Xyne
+---
+Describe Xyne
+
+---
+ Xyne's Features
+---
+ Features for Xyne
+
+
+- Feature 1
+- Feature 2
+
diff --git a/docs/logo/dark.svg b/docs/logo/dark.svg
new file mode 100644
index 00000000..a6283786
--- /dev/null
+++ b/docs/logo/dark.svg
@@ -0,0 +1,55 @@
+<svg width="160" height="24" viewBox="0 0 160 24" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M7.95343 21.1394C4.89586 21.1304 2.25471 19.458 0.987296 16.2895C-0.280118 13.121 0.108924 9.16314 1.74363 5.61504C4.8012 5.62409 7.44235 7.29648 8.70976 10.465C9.97718 13.6335 9.58814 17.5913 7.95343 21.1394Z" fill="white"/>
+<path d="M7.95343 21.1394C4.89586 21.1304 2.25471 19.458 0.987296 16.2895C-0.280118 13.121 0.108924 9.16314 1.74363 5.61504C4.8012 5.62409 7.44235 7.29648 8.70976 10.465C9.97718 13.6335 9.58814 17.5913 7.95343 21.1394Z" fill="url(#paint0_radial_115_109)"/>
+<path d="M7.95343 21.1394C4.89586 21.1304 2.25471 19.458 0.987296 16.2895C-0.280118 13.121 0.108924 9.16314 1.74363 5.61504C4.8012 5.62409 7.44235 7.29648 8.70976 10.465C9.97718 13.6335 9.58814 17.5913 7.95343 21.1394Z" fill="black" fill-opacity="0.5" style="mix-blend-mode:hard-light"/>
+<path d="M7.95343 21.1394C4.89586 21.1304 2.25471 19.458 0.987296 16.2895C-0.280118 13.121 0.108924 9.16314 1.74363 5.61504C4.8012 5.62409 7.44235 7.29648 8.70976 10.465C9.97718 13.6335 9.58814 17.5913 7.95343 21.1394Z" fill="url(#paint1_linear_115_109)" fill-opacity="0.5" style="mix-blend-mode:hard-light"/>
+<path d="M7.9354 21.1112C4.89702 21.0957 2.27411 19.4306 1.01347 16.279C-0.248375 13.1244 0.135612 9.18218 1.76165 5.64327C4.80004 5.65882 7.42295 7.32385 8.68359 10.4755C9.94543 13.63 9.56144 17.5723 7.9354 21.1112Z" stroke="url(#paint2_linear_115_109)" stroke-opacity="0.05" stroke-width="0.056338"/>
+<path d="M7.31038 21.2574C11.3543 20.2215 14.8836 17.3754 16.6285 13.2361C18.3735 9.09671 17.9448 4.58749 15.8598 0.976291C11.8159 2.01214 8.2866 4.85826 6.54167 8.99762C4.79674 13.137 5.2254 17.6462 7.31038 21.2574Z" fill="white"/>
+<path d="M7.31038 21.2574C11.3543 20.2215 14.8836 17.3754 16.6285 13.2361C18.3735 9.09671 17.9448 4.58749 15.8598 0.976291C11.8159 2.01214 8.2866 4.85826 6.54167 8.99762C4.79674 13.137 5.2254 17.6462 7.31038 21.2574Z" fill="url(#paint3_radial_115_109)"/>
+<path d="M16.6025 13.2251C14.8642 17.349 11.3512 20.1866 7.32411 21.2248C5.25257 17.624 4.82926 13.1324 6.56764 9.00855C8.30603 4.88472 11.819 2.04706 15.8461 1.00889C17.9176 4.60967 18.3409 9.10131 16.6025 13.2251Z" stroke="url(#paint4_linear_115_109)" stroke-opacity="0.05" stroke-width="0.056338"/>
+<path d="M7.23368 21.2069C9.78906 23.2373 13.2102 23.9506 16.5772 22.8141C19.9441 21.6775 22.5058 18.9445 23.7304 15.6382C21.175 13.6078 17.7538 12.8944 14.3869 14.031C11.0199 15.1676 8.45822 17.9006 7.23368 21.2069Z" fill="white"/>
+<path d="M7.23368 21.2069C9.78906 23.2373 13.2102 23.9506 16.5772 22.8141C19.9441 21.6775 22.5058 18.9445 23.7304 15.6382C21.175 13.6078 17.7538 12.8944 14.3869 14.031C11.0199 15.1676 8.45822 17.9006 7.23368 21.2069Z" fill="url(#paint5_radial_115_109)"/>
+<path d="M7.23368 21.2069C9.78906 23.2373 13.2102 23.9506 16.5772 22.8141C19.9441 21.6775 22.5058 18.9445 23.7304 15.6382C21.175 13.6078 17.7538 12.8944 14.3869 14.031C11.0199 15.1676 8.45822 17.9006 7.23368 21.2069Z" fill="black" fill-opacity="0.2" style="mix-blend-mode:hard-light"/>
+<path d="M7.23368 21.2069C9.78906 23.2373 13.2102 23.9506 16.5772 22.8141C19.9441 21.6775 22.5058 18.9445 23.7304 15.6382C21.175 13.6078 17.7538 12.8944 14.3869 14.031C11.0199 15.1676 8.45822 17.9006 7.23368 21.2069Z" fill="url(#paint6_linear_115_109)" fill-opacity="0.5" style="mix-blend-mode:hard-light"/>
+<path d="M16.5682 22.7874C13.2176 23.9184 9.81361 23.2124 7.2672 21.1975C8.49194 17.9068 11.0444 15.189 14.3959 14.0577C17.7465 12.9266 21.1504 13.6326 23.6968 15.6476C22.4721 18.9383 19.9196 21.656 16.5682 22.7874Z" stroke="url(#paint7_linear_115_109)" stroke-opacity="0.05" stroke-width="0.056338"/>
+<path d="M34.2124 19V5.4H39.4924L41.6924 12.2L42.3724 14.74L43.0524 12.2L45.2524 5.4H50.4124V19H46.3324L46.5924 9.98L45.5324 13.68L43.7924 19H40.8324L39.0524 13.6L38.0324 10.02L38.2924 19H34.2124ZM52.4155 7.3V4.6H56.2955V7.3H52.4155ZM52.4155 19V8.14H56.2955V19H52.4155ZM58.1038 19V8.14H61.9838V9.58C62.6638 8.34 63.7438 7.76 65.0038 7.76C66.9638 7.76 68.6238 8.98 68.6238 11.78V19H64.7438V12.56C64.7438 11.34 64.3038 10.86 63.4838 10.86C62.6038 10.86 61.9838 11.58 61.9838 12.88V19H58.1038ZM70.9327 15.22V11.06H69.7327V8.14H70.9327V5.62H74.8127V8.14H76.9327V11.06H74.8127V14.6C74.8127 15.5 75.0327 16.06 76.2127 16.06H76.9327V19C76.4927 19.2 75.6727 19.38 74.6527 19.38C72.1527 19.38 70.9327 17.88 70.9327 15.22Z" fill="url(#paint8_radial_115_109)"/>
+<path d="M87.232 10.519C87.232 13.687 94.1125 11.2285 94.1125 15.832C94.1125 17.9935 92.3635 19.198 89.971 19.198C87.562 19.198 85.912 18.0925 85.417 15.832H87.001C87.364 17.1685 88.3705 17.8945 89.9875 17.8945C91.6705 17.8945 92.5615 17.152 92.5615 16.03C92.5615 12.598 85.681 15.1555 85.681 10.618C85.681 9.001 87.034 7.582 89.509 7.582C91.6705 7.582 93.403 8.6215 93.8155 11.014H92.215C91.8685 9.529 90.9115 8.8855 89.476 8.8855C88.057 8.8855 87.232 9.529 87.232 10.519ZM96.2499 16.4755V11.3935H95.0289V10.2385H96.2499V8.2255H97.7019V10.2385H99.6324V11.3935H97.7019V16.4755C97.7019 17.5315 98.0154 18.0265 99.3024 18.0265H99.5994V19.066C99.4344 19.1485 99.0714 19.198 98.6589 19.198C97.0254 19.198 96.2499 18.3235 96.2499 16.4755ZM102.516 13.093H101.064C101.345 11.1625 102.615 10.024 104.76 10.024C107.103 10.024 108.242 11.3935 108.242 13.4395V16.888C108.242 17.8945 108.324 18.5215 108.555 19H107.021C106.856 18.6535 106.806 18.142 106.79 17.614C106.047 18.7195 104.859 19.198 103.803 19.198C101.988 19.198 100.767 18.3565 100.767 16.69C100.767 15.4855 101.427 14.611 102.714 14.182C103.902 13.786 105.107 13.687 106.79 13.6705V13.4725C106.79 12.0535 106.13 11.278 104.628 11.278C103.374 11.278 102.698 11.971 102.516 13.093ZM102.252 16.657C102.252 17.4655 102.929 17.944 103.952 17.944C105.569 17.944 106.79 16.6735 106.79 15.172V14.7595C103.061 14.7925 102.252 15.5845 102.252 16.657ZM110.787 19V10.2385H112.239V11.5915C112.833 10.519 113.774 10.024 114.83 10.024C115.176 10.024 115.49 10.1065 115.655 10.2385V11.542C115.407 11.4595 115.094 11.4265 114.747 11.4265C112.998 11.4265 112.239 12.5155 112.239 14.0995V19H110.787ZM117.305 16.4755V11.3935H116.084V10.2385H117.305V8.2255H118.757V10.2385H120.688V11.3935H118.757V16.4755C118.757 17.5315 119.071 18.0265 120.358 18.0265H120.655V19.066C120.49 19.1485 120.127 19.198 119.714 19.198C118.081 19.198 117.305 18.3235 117.305 16.4755ZM129.809 16.1455C129.33 18.1915 127.862 19.198 125.865 19.198C123.324 19.198 121.79 17.482 121.79 14.6275C121.79 11.6575 123.324 10.024 125.783 10.024C128.258 10.024 129.743 11.7235 129.743 14.512V14.875H123.275C123.357 16.8385 124.281 17.944 125.865 17.944C127.103 17.944 127.977 17.35 128.291 16.1455H129.809ZM125.783 11.278C124.38 11.278 123.539 12.1525 123.324 13.786H128.225C128.027 12.169 127.152 11.278 125.783 11.278ZM131.843 19V10.2385H133.295V11.5915C133.889 10.519 134.829 10.024 135.885 10.024C136.232 10.024 136.545 10.1065 136.71 10.2385V11.542C136.463 11.4595 136.149 11.4265 135.803 11.4265C134.054 11.4265 133.295 12.5155 133.295 14.0995V19H131.843ZM141.763 19V7.78H143.281V13.192L148.413 7.78H150.327L145.047 13.291L150.459 19H148.413L143.281 13.621V19H141.763ZM152.06 9.067V7.12H153.512V9.067H152.06ZM152.06 19V10.2385H153.512V19H152.06ZM156.178 16.4755V11.3935H154.957V10.2385H156.178V8.2255H157.63V10.2385H159.56V11.3935H157.63V16.4755C157.63 17.5315 157.943 18.0265 159.23 18.0265H159.527V19.066C159.362 19.1485 158.999 19.198 158.587 19.198C156.953 19.198 156.178 18.3235 156.178 16.4755Z" fill="white" fill-opacity="0.55"/>
+<defs>
+<radialGradient id="paint0_radial_115_109" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(-3.00503 15.023) rotate(-10.029) scale(17.9572 17.784)">
+<stop stop-color="#00B0BB"/>
+<stop offset="1" stop-color="#00DB65"/>
+</radialGradient>
+<linearGradient id="paint1_linear_115_109" x1="7.39036" y1="4.81308" x2="1.62975" y2="18.6894" gradientUnits="userSpaceOnUse">
+<stop stop-color="#18E299"/>
+<stop offset="1"/>
+</linearGradient>
+<linearGradient id="paint2_linear_115_109" x1="7.94816" y1="8.01562" x2="1.7612" y2="18.746" gradientUnits="userSpaceOnUse">
+<stop/>
+<stop offset="1" stop-opacity="0"/>
+</linearGradient>
+<radialGradient id="paint3_radial_115_109" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(8.11404 20.8822) rotate(-75.7542) scale(21.6246 23.7772)">
+<stop stop-color="#00BBBB"/>
+<stop offset="0.712616" stop-color="#00DB65"/>
+</radialGradient>
+<linearGradient id="paint4_linear_115_109" x1="7.60205" y1="5.8709" x2="15.5561" y2="16.3719" gradientUnits="userSpaceOnUse">
+<stop/>
+<stop offset="1" stop-opacity="0"/>
+</linearGradient>
+<radialGradient id="paint5_radial_115_109" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(7.84537 21.5181) rotate(-20.3525) scale(18.5603 17.32)">
+<stop stop-color="#00B0BB"/>
+<stop offset="1" stop-color="#00DB65"/>
+</radialGradient>
+<linearGradient id="paint6_linear_115_109" x1="16.8078" y1="13.0071" x2="10.0409" y2="22.9937" gradientUnits="userSpaceOnUse">
+<stop stop-color="#00B1BC"/>
+<stop offset="1"/>
+</linearGradient>
+<linearGradient id="paint7_linear_115_109" x1="16.8078" y1="13.0071" x2="14.1687" y2="23.841" gradientUnits="userSpaceOnUse">
+<stop/>
+<stop offset="1" stop-opacity="0"/>
+</linearGradient>
+<radialGradient id="paint8_radial_115_109" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(47.2781 7) rotate(19.0047) scale(67.5582 85.7506)">
+<stop stop-color="white"/>
+<stop offset="1" stop-color="white" stop-opacity="0.5"/>
+</radialGradient>
+</defs>
+</svg>
diff --git a/docs/logo/light.svg b/docs/logo/light.svg
new file mode 100644
index 00000000..582b3b95
--- /dev/null
+++ b/docs/logo/light.svg
@@ -0,0 +1,51 @@
+<svg width="160" height="24" viewBox="0 0 160 24" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M7.95343 21.1394C4.89586 21.1304 2.25471 19.458 0.987296 16.2895C-0.280118 13.121 0.108924 9.16314 1.74363 5.61504C4.8012 5.62409 7.44235 7.29648 8.70976 10.465C9.97718 13.6335 9.58814 17.5913 7.95343 21.1394Z" fill="white"/>
+<path d="M7.95343 21.1394C4.89586 21.1304 2.25471 19.458 0.987296 16.2895C-0.280118 13.121 0.108924 9.16314 1.74363 5.61504C4.8012 5.62409 7.44235 7.29648 8.70976 10.465C9.97718 13.6335 9.58814 17.5913 7.95343 21.1394Z" fill="url(#paint0_radial_115_86)"/>
+<path d="M7.95343 21.1394C4.89586 21.1304 2.25471 19.458 0.987296 16.2895C-0.280118 13.121 0.108924 9.16314 1.74363 5.61504C4.8012 5.62409 7.44235 7.29648 8.70976 10.465C9.97718 13.6335 9.58814 17.5913 7.95343 21.1394Z" fill="black" fill-opacity="0.5" style="mix-blend-mode:hard-light"/>
+<path d="M7.95343 21.1394C4.89586 21.1304 2.25471 19.458 0.987296 16.2895C-0.280118 13.121 0.108924 9.16314 1.74363 5.61504C4.8012 5.62409 7.44235 7.29648 8.70976 10.465C9.97718 13.6335 9.58814 17.5913 7.95343 21.1394Z" fill="url(#paint1_linear_115_86)" fill-opacity="0.5" style="mix-blend-mode:hard-light"/>
+<path d="M7.9354 21.1112C4.89702 21.0957 2.27411 19.4306 1.01347 16.279C-0.248375 13.1244 0.135612 9.18218 1.76165 5.64327C4.80004 5.65882 7.42295 7.32385 8.68359 10.4755C9.94543 13.63 9.56144 17.5723 7.9354 21.1112Z" stroke="url(#paint2_linear_115_86)" stroke-opacity="0.05" stroke-width="0.056338"/>
+<path d="M7.31038 21.2574C11.3543 20.2215 14.8836 17.3754 16.6285 13.2361C18.3735 9.09671 17.9448 4.58749 15.8598 0.976291C11.8159 2.01214 8.2866 4.85826 6.54167 8.99762C4.79674 13.137 5.2254 17.6462 7.31038 21.2574Z" fill="white"/>
+<path d="M7.31038 21.2574C11.3543 20.2215 14.8836 17.3754 16.6285 13.2361C18.3735 9.09671 17.9448 4.58749 15.8598 0.976291C11.8159 2.01214 8.2866 4.85826 6.54167 8.99762C4.79674 13.137 5.2254 17.6462 7.31038 21.2574Z" fill="url(#paint3_radial_115_86)"/>
+<path d="M16.6025 13.2251C14.8642 17.349 11.3512 20.1866 7.32411 21.2248C5.25257 17.624 4.82926 13.1324 6.56764 9.00855C8.30603 4.88472 11.819 2.04706 15.8461 1.00889C17.9176 4.60967 18.3409 9.10131 16.6025 13.2251Z" stroke="url(#paint4_linear_115_86)" stroke-opacity="0.05" stroke-width="0.056338"/>
+<path d="M7.23368 21.2069C9.78906 23.2373 13.2102 23.9506 16.5772 22.8141C19.9441 21.6775 22.5058 18.9445 23.7304 15.6382C21.175 13.6078 17.7538 12.8944 14.3869 14.031C11.0199 15.1676 8.45822 17.9006 7.23368 21.2069Z" fill="white"/>
+<path d="M7.23368 21.2069C9.78906 23.2373 13.2102 23.9506 16.5772 22.8141C19.9441 21.6775 22.5058 18.9445 23.7304 15.6382C21.175 13.6078 17.7538 12.8944 14.3869 14.031C11.0199 15.1676 8.45822 17.9006 7.23368 21.2069Z" fill="url(#paint5_radial_115_86)"/>
+<path d="M7.23368 21.2069C9.78906 23.2373 13.2102 23.9506 16.5772 22.8141C19.9441 21.6775 22.5058 18.9445 23.7304 15.6382C21.175 13.6078 17.7538 12.8944 14.3869 14.031C11.0199 15.1676 8.45822 17.9006 7.23368 21.2069Z" fill="black" fill-opacity="0.2" style="mix-blend-mode:hard-light"/>
+<path d="M7.23368 21.2069C9.78906 23.2373 13.2102 23.9506 16.5772 22.8141C19.9441 21.6775 22.5058 18.9445 23.7304 15.6382C21.175 13.6078 17.7538 12.8944 14.3869 14.031C11.0199 15.1676 8.45822 17.9006 7.23368 21.2069Z" fill="url(#paint6_linear_115_86)" fill-opacity="0.5" style="mix-blend-mode:hard-light"/>
+<path d="M16.5682 22.7874C13.2176 23.9184 9.81361 23.2124 7.2672 21.1975C8.49194 17.9068 11.0444 15.189 14.3959 14.0577C17.7465 12.9266 21.1504 13.6326 23.6968 15.6476C22.4721 18.9383 19.9196 21.656 16.5682 22.7874Z" stroke="url(#paint7_linear_115_86)" stroke-opacity="0.05" stroke-width="0.056338"/>
+<path d="M34.2124 19V5.4H39.4924L41.6924 12.2L42.3724 14.74L43.0524 12.2L45.2524 5.4H50.4124V19H46.3324L46.5924 9.98L45.5324 13.68L43.7924 19H40.8324L39.0524 13.6L38.0324 10.02L38.2924 19H34.2124ZM52.4155 7.3V4.6H56.2955V7.3H52.4155ZM52.4155 19V8.14H56.2955V19H52.4155ZM58.1038 19V8.14H61.9838V9.58C62.6638 8.34 63.7438 7.76 65.0038 7.76C66.9638 7.76 68.6238 8.98 68.6238 11.78V19H64.7438V12.56C64.7438 11.34 64.3038 10.86 63.4838 10.86C62.6038 10.86 61.9838 11.58 61.9838 12.88V19H58.1038ZM70.9327 15.22V11.06H69.7327V8.14H70.9327V5.62H74.8127V8.14H76.9327V11.06H74.8127V14.6C74.8127 15.5 75.0327 16.06 76.2127 16.06H76.9327V19C76.4927 19.2 75.6727 19.38 74.6527 19.38C72.1527 19.38 70.9327 17.88 70.9327 15.22Z" fill="#001E13"/>
+<path d="M87.232 10.519C87.232 13.687 94.1125 11.2285 94.1125 15.832C94.1125 17.9935 92.3635 19.198 89.971 19.198C87.562 19.198 85.912 18.0925 85.417 15.832H87.001C87.364 17.1685 88.3705 17.8945 89.9875 17.8945C91.6705 17.8945 92.5615 17.152 92.5615 16.03C92.5615 12.598 85.681 15.1555 85.681 10.618C85.681 9.001 87.034 7.582 89.509 7.582C91.6705 7.582 93.403 8.6215 93.8155 11.014H92.215C91.8685 9.529 90.9115 8.8855 89.476 8.8855C88.057 8.8855 87.232 9.529 87.232 10.519ZM96.2499 16.4755V11.3935H95.0289V10.2385H96.2499V8.2255H97.7019V10.2385H99.6324V11.3935H97.7019V16.4755C97.7019 17.5315 98.0154 18.0265 99.3024 18.0265H99.5994V19.066C99.4344 19.1485 99.0714 19.198 98.6589 19.198C97.0254 19.198 96.2499 18.3235 96.2499 16.4755ZM102.516 13.093H101.064C101.345 11.1625 102.615 10.024 104.76 10.024C107.103 10.024 108.242 11.3935 108.242 13.4395V16.888C108.242 17.8945 108.324 18.5215 108.555 19H107.021C106.856 18.6535 106.806 18.142 106.79 17.614C106.047 18.7195 104.859 19.198 103.803 19.198C101.988 19.198 100.767 18.3565 100.767 16.69C100.767 15.4855 101.427 14.611 102.714 14.182C103.902 13.786 105.107 13.687 106.79 13.6705V13.4725C106.79 12.0535 106.13 11.278 104.628 11.278C103.374 11.278 102.698 11.971 102.516 13.093ZM102.252 16.657C102.252 17.4655 102.929 17.944 103.952 17.944C105.569 17.944 106.79 16.6735 106.79 15.172V14.7595C103.061 14.7925 102.252 15.5845 102.252 16.657ZM110.787 19V10.2385H112.239V11.5915C112.833 10.519 113.774 10.024 114.83 10.024C115.176 10.024 115.49 10.1065 115.655 10.2385V11.542C115.407 11.4595 115.094 11.4265 114.747 11.4265C112.998 11.4265 112.239 12.5155 112.239 14.0995V19H110.787ZM117.305 16.4755V11.3935H116.084V10.2385H117.305V8.2255H118.757V10.2385H120.688V11.3935H118.757V16.4755C118.757 17.5315 119.071 18.0265 120.358 18.0265H120.655V19.066C120.49 19.1485 120.127 19.198 119.714 19.198C118.081 19.198 117.305 18.3235 117.305 16.4755ZM129.809 16.1455C129.33 18.1915 127.862 19.198 125.865 19.198C123.324 19.198 121.79 17.482 121.79 14.6275C121.79 11.6575 123.324 10.024 125.783 10.024C128.258 10.024 129.743 11.7235 129.743 14.512V14.875H123.275C123.357 16.8385 124.281 17.944 125.865 17.944C127.103 17.944 127.977 17.35 128.291 16.1455H129.809ZM125.783 11.278C124.38 11.278 123.539 12.1525 123.324 13.786H128.225C128.027 12.169 127.152 11.278 125.783 11.278ZM131.843 19V10.2385H133.295V11.5915C133.889 10.519 134.829 10.024 135.885 10.024C136.232 10.024 136.545 10.1065 136.71 10.2385V11.542C136.463 11.4595 136.149 11.4265 135.803 11.4265C134.054 11.4265 133.295 12.5155 133.295 14.0995V19H131.843ZM141.763 19V7.78H143.281V13.192L148.413 7.78H150.327L145.047 13.291L150.459 19H148.413L143.281 13.621V19H141.763ZM152.06 9.067V7.12H153.512V9.067H152.06ZM152.06 19V10.2385H153.512V19H152.06ZM156.178 16.4755V11.3935H154.957V10.2385H156.178V8.2255H157.63V10.2385H159.56V11.3935H157.63V16.4755C157.63 17.5315 157.943 18.0265 159.23 18.0265H159.527V19.066C159.362 19.1485 158.999 19.198 158.587 19.198C156.953 19.198 156.178 18.3235 156.178 16.4755Z" fill="#002719" fill-opacity="0.6"/>
+<defs>
+<radialGradient id="paint0_radial_115_86" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(-3.00503 15.023) rotate(-10.029) scale(17.9572 17.784)">
+<stop stop-color="#00B0BB"/>
+<stop offset="1" stop-color="#00DB65"/>
+</radialGradient>
+<linearGradient id="paint1_linear_115_86" x1="7.39036" y1="4.81308" x2="1.62975" y2="18.6894" gradientUnits="userSpaceOnUse">
+<stop stop-color="#18E299"/>
+<stop offset="1"/>
+</linearGradient>
+<linearGradient id="paint2_linear_115_86" x1="7.94816" y1="8.01562" x2="1.7612" y2="18.746" gradientUnits="userSpaceOnUse">
+<stop/>
+<stop offset="1" stop-opacity="0"/>
+</linearGradient>
+<radialGradient id="paint3_radial_115_86" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(8.11404 20.8822) rotate(-75.7542) scale(21.6246 23.7772)">
+<stop stop-color="#00BBBB"/>
+<stop offset="0.712616" stop-color="#00DB65"/>
+</radialGradient>
+<linearGradient id="paint4_linear_115_86" x1="7.60205" y1="5.8709" x2="15.5561" y2="16.3719" gradientUnits="userSpaceOnUse">
+<stop/>
+<stop offset="1" stop-opacity="0"/>
+</linearGradient>
+<radialGradient id="paint5_radial_115_86" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(7.84537 21.5181) rotate(-20.3525) scale(18.5603 17.32)">
+<stop stop-color="#00B0BB"/>
+<stop offset="1" stop-color="#00DB65"/>
+</radialGradient>
+<linearGradient id="paint6_linear_115_86" x1="16.8078" y1="13.0071" x2="10.0409" y2="22.9937" gradientUnits="userSpaceOnUse">
+<stop stop-color="#00B1BC"/>
+<stop offset="1"/>
+</linearGradient>
+<linearGradient id="paint7_linear_115_86" x1="16.8078" y1="13.0071" x2="14.1687" y2="23.841" gradientUnits="userSpaceOnUse">
+<stop/>
+<stop offset="1" stop-opacity="0"/>
+</linearGradient>
+</defs>
+</svg>
diff --git a/docs/mint.json b/docs/mint.json
new file mode 100644
index 00000000..bc49a076
--- /dev/null
+++ b/docs/mint.json
@@ -0,0 +1,76 @@
+{
+  "$schema": "https://mintlify.com/schema.json",
+  "name": "Xyne",
+  "logo": {
+    "dark": "/logo/dark.svg",
+    "light": "/logo/light.svg"
+  },
+  "favicon": "/favicon.svg",
+  "colors": {
+    "primary": "#0D9373",
+    "light": "#07C983",
+    "dark": "#0D9373",
+    "anchors": {
+      "from": "#0D9373",
+      "to": "#07C983"
+    }
+  },
+  "topbarLinks": [
+    {
+      "name": "Support",
+      "url": "mailto:saheb@xynehq.com"
+    }
+  ],
+  "topbarCtaButton": {
+    "name": "Dashboard",
+    "url": "https://www.xynehq.com/"
+  },
+
+  "anchors": [
+    {
+      "name": "Community",
+      "icon": "slack",
+      "url": "https://mintlify.com/community"
+    },
+    {
+      "name": "Blog",
+      "icon": "newspaper",
+      "url": "https://mintlify.com/blog"
+    }
+  ],
+  "navigation": [
+    {
+      "group": "Get Started",
+      "pages": ["introduction", "quickstart"]
+    },
+    {
+      "group": "Deployment",
+      "pages": [
+        "deployment/self-hosting",
+        {
+          "group": "Cloud Deployment",
+          "icon": "cloud",
+          "pages": [
+            {
+              "group": "AWS",
+              "icon": "aws",
+              "pages": [
+                "deployment/cloud/aws/aws-deployment-with-docker",
+                "deployment/cloud/aws/aws-deployment-using-env"
+              ]
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "group": "Authentication",
+      "pages": ["authentication/oauth", "authentication/service-accounts"]
+    }
+  ],
+  "footerSocials": {
+    "x": "https://x.com/mintlify",
+    "github": "https://github.com/xynehq",
+    "linkedin": "https://linkedin.com/company/mintlify"
+  }
+}
diff --git a/docs/package-lock.json b/docs/package-lock.json
new file mode 100644
index 00000000..6ab68257
--- /dev/null
+++ b/docs/package-lock.json
@@ -0,0 +1,6 @@
+{
+  "name": "docs",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {}
+}
diff --git a/docs/quickstart.mdx b/docs/quickstart.mdx
new file mode 100644
index 00000000..c44cfaaf
--- /dev/null
+++ b/docs/quickstart.mdx
@@ -0,0 +1,86 @@
+---
+title: 'Quickstart'
+description: 'Start building awesome documentation in under 5 minutes'
+---
+
+## Setup your development
+
+Learn how to update your docs locally and deploy them to the public.
+
+### Edit and preview
+
+<AccordionGroup>
+  <Accordion icon="github" title="Clone your docs locally">
+    During the onboarding process, we created a repository on your Github with
+    your docs content. You can find this repository on our
+    [dashboard](https://dashboard.mintlify.com). To clone the repository
+    locally, follow these
+    [instructions](https://docs.github.com/en/repositories/creating-and-managing-repositories/cloning-a-repository)
+    in your terminal.
+  </Accordion>
+  <Accordion icon="rectangle-terminal" title="Preview changes">
+    Previewing helps you make sure your changes look as intended. We built a
+    command line interface to render these changes locally. 1. Install the
+    [Mintlify CLI](https://www.npmjs.com/package/mintlify) to preview the
+    documentation changes locally with this command: ``` npm i -g mintlify ```
+    2. Run the following command at the root of your documentation (where
+    `mint.json` is): ``` mintlify dev ```
+  </Accordion>
+</AccordionGroup>
+
+### Deploy your changes
+
+<AccordionGroup>
+
+<Accordion icon="message-bot" title="Install our Github app">
+  Our Github app automatically deploys your changes to your docs site, so you
+  don't need to manage deployments yourself. You can find the link to install on
+  your [dashboard](https://dashboard.mintlify.com). Once the bot has been
+  successfully installed, there should be a check mark next to the commit hash
+  of the repo.
+</Accordion>
+<Accordion icon="rocket" title="Push your changes">
+  [Commit and push your changes to
+  Git](https://docs.github.com/en/get-started/using-git/pushing-commits-to-a-remote-repository#about-git-push)
+  for your changes to update in your docs site. If you push and don't see that
+  the Github app successfully deployed your changes, you can also manually
+  update your docs through our [dashboard](https://dashboard.mintlify.com).
+</Accordion>
+
+</AccordionGroup>
+
+## Update your docs
+
+Add content directly in your files with MDX syntax and React components. You can use any of our components, or even build your own.
+
+<CardGroup>
+
+<Card title="Style Your Docs" icon="paintbrush" href="/settings/global">
+  Add flair to your docs with personalized branding.
+</Card>
+
+<Card
+  title="Add API Endpoints"
+  icon="square-code"
+  href="/api-playground/configuration"
+>
+  Implement your OpenAPI spec and enable API user interaction.
+</Card>
+
+<Card
+  title="Integrate Analytics"
+  icon="chart-mixed"
+  href="/analytics/supported-integrations"
+>
+  Draw insights from user interactions with your documentation.
+</Card>
+
+<Card
+  title="Host on a Custom Domain"
+  icon="browser"
+  href="/settings/custom-domain/subdomain"
+>
+  Keep your docs on your own website's subdomain.
+</Card>
+
+</CardGroup>
diff --git a/frontend/bun.lockb b/frontend/bun.lockb
index 247ce3caf5568bef8e55cb9ac36f182aaae8dcec..98c573419e59f73ff8b7178c9f8803b7c4be52d7 100755
GIT binary patch
delta 63092
zcmeFad0dU%`!>Ayu4tz;p-Cz#4U$SK4ZBiQDl?gzRhl%16pBK~g-ghkqzEAjnTJB=
zdCr_UW9H{L_qB8H@BO`>-|v0i&+mEPf4+U(`&h@Z);ia@&ULPJt$i8p^Y!iTv?wp`
zX}UmR{I%~>Lca|DUZJo*GPB#dw<+!|??23|^lpxdpKa!F_PY#^ex?<S(#up%5{L<p
z7oHFon-mrsIyEj-tn@~OI**rC1=bE&i(VQ)Gg%(5JuoCOF)T5J$18_U?M#6}V0utY
zG#OY4t^&RQNbTd}5|hw}*Ru_erv%;~x<V!ju|ctMkr;D^q+vo>VqA1e7_Yi5kEe(F
zZ9oO!Iv^Q}2uh4gjpgy)%X5Z?OX}kz!_#SCSMUyK7ca3F2BZm$kziz^#iZ!CVBQB9
zjUmH>Q9+oDR^*wJg!2@+83iW<g@h&Yc&Xsjt`<m+D5EjW*jm!QH3ItJq{oCMObWB+
z@mdE~V;cDyT9?t4;<Z$nM+0O%0OD7cfKe6b8Ei$!$abtMkB47bL9yvEK}jJIiOC@e
zL5X3!#mo?ahIbqc(3FxQ!eVLGqa-{SNHfS(<9dtdiI7-#<ncN|?+T<fc?+cekC{q=
zMrI1C$OCUIFZGTON{X<U9G0#jX=SP@nNMVFWPDI!VteQ`zx&XsUvDkWXE}-908XPE
z29muRZLa+SAjL0Khr`j}h(Ko6CkT{UFM#Bht_1IO<_uWqavlB~Ls?;6I7j|&Ck5dk
zhbIDQoF_;t43TvfsD%-;*6VW>dzp(edYQ(^d|CrtAazR!3kpd>6eGHFEA|B_HYY(v
zw4=2;-;Hzs5Rm2{VaU0?O@beR@E|KGp?4pc<BbBRetl7<X}2{N+qcd-X~Yds1c3q;
z6B!d`5gN=}2u=YH>drYBl$ahHGC4Ad$E=st$b8P{@vtIU4M3Wmi5cfcA&~S1Kw6G0
zASIpx5CO~L0TqDBNTtZIP+m%SWONu@dfJ0)Z)?HhVFBQFT=Jv{9&a;r>K~Ry#|4iU
z8kQ0r7tdova;lj@sH3SnTXG3EH8m2+%j4Yv$6{u^=*8pd0~4&cP+SE^)?{r2LdseI
zBwuB1xIJ8lezcbjC1X~BBgeB!fwV*;B>M5*;(nP~&bB-r!k^U}NNaQgkw%(jc>s~-
zS>-?q&NLtmyckIJV}J%g3m~OP2O!cn%NdJ9j&}x9Jx{`$9JqFuBv=L1<z*td!-A71
zA$l>1_`r`m3{kX9ojHeG;4uv_$%V(ma%S}hl3`OIMOhYz<<EMI_WHmBKoeju^rIQq
zyK(KRfE1Y(?wno--kFZmSt!r|AwW7l+jwv@&ID42kdV0K*d!kBlPQ;V*`8cTM*t}c
zV}YH3fj}DY8QKxH^yilL>Hx0(2$1Ym11ZwMadFX^!8oHfN-7pg8s<nEBmimc#!2+S
zK#I&=3_$t!(}&BqqXW4Cw*#qtd{9DS7?v|EHYqYGGAywOI&C8zKdzrII8Au|K*XOa
z(j*;2fV9S&{5gZGfizI>L0poZ#lW=xIt}Jf0Z0y20%>4AkY+Y!2-p9+1e<|m=K)X^
zczGzdEl&(V{3*G%qJomAb*KG(;MP$4q8)|y4IH8Y55XbYp`}3D1&SlN5U&Pr2fh$U
z?XfaqM?*((4&bqxlpY_()6IlH1{8o~@I4HWp?;$|4_5$5w*=DKd5_@?+zjCQ=|ZOn
z8jj^~7Ert$p=&{ZigsOqX>f#cBue6t%XrRi=3YKmp*?{!+#X0F<pIg_DDKX{dx;LT
zH1j5MjwJ$V4L6`a>8k@d2N!~qqv1i^0Ilsufh$9AwIk`DndK#^xDdj5x)(^E*M)Kp
z?Ui6TkRr7PNDeLq(wc_E#Z8V3<ME2oj|PrOpu?BP`y9?i<S9@E`h`iHy^G-FZ~_jw
z4z&MkAW+D<MRJDYfMh5+DKZ+%#_JKqbu0za41NG<Z70RW!v!8Mc{1l%15gP4xCF!F
z5-ji>ikJl})P4>6QN2bC7nub>P2^ve917xH0HlF)(U8{aRV;VXbpfZP5CX~bpAttS
zV<W;6B9js~VFHvRj06i139{E3A<rqC12dshB$9y?!Q|M`$jlHJOU0VeTGl0UC)}JQ
z?j$P(H-H|R%;Vw7nKcZYmZmS-lcUk#bksgc;2g*W*8_J1QbdoYa{Ud#$$onvO{@j&
z31_4u{xmbX22uxq2|562rrm(luz4!yx&Jh7X3jwIK87KhX)qk3_TkgHi1|w#w94Qd
z)C6jwzAJPZM@iDY1>=i5-o`rWqGB{S&FmGBW_A&%13U;+2RhB<LYb5p9T|*1`@v}f
zJ%AKi4Inx4dlt9WpC!nHP7!FW-vxV=6DgUINyt?m?;r2lXwZ7q4oeJ9j*JfFmCof1
z6#ywR(<B%s!9f!23nWL3fixjC3I3YH@fQ-zye26emEblBu9V<hAk92Uf<Y4Wm!K1n
zmcUGcni6ay!H+pyeL`GxbaFh8CtA!!x*HG?&dh2f5neCi*62KtPOL3JL*RU%J}^e2
z`vALvn*b>(g+M*vi-jDX1ycVC2`>QBQl<cDDNiHXlskuk3bg;ju$J_Ay|98iP;3gh
zwTuo+iA5WpDYybUbdsPxkoIwCSXjJ8WFqef`YD6|{gNHEitAT}dfIM_fkwa_Agz7m
zq}aFwrlNg2VaFm)QDBa=*T_^@!?9$vQ$f2`;50t&_bKF$>RPToJUS>T3Aev+w4?FE
z66wTB<b@?pNe)X$=ee)r`h_LNCxju%hM^s;WG!^^KPV(FfhO3B15gh?GqW@{a1C1T
zACHkp<ZwttQ1oPU&@SeZ9$)J$;KZb$D6wC>XVA6L?lO>aE;%96A_`kRJ~=i$BrY_}
z76VYKv_88Gz^R=KkXGz7O9v@dBx)0PqP8}8j0);l2c$^C2XREMfK!Ctm2xwSO0*Dv
zmkmmoB))<?hEDCZ%Q#d5DuHhXQUvJBRuCe#8+OQ%$>rEI*qK?YAZP(IfaF<giX7d-
z4ZIuJUabFXXeA;1HwXV^04e*eOR{@8m*cB|nKbaL?OgKP0x7w#05yS%K$=lvSWHS-
z0*^NwTpwH$NaxpV7@&4C;55T3M2eQK^^0!nj8{UZ&46P`Jkewz*}cCT@mEIS%5JV>
z9gr%vOHgMIckbXtLQr&2Xjpr23h6hDL?H}<Aws2UPXE4_TRK4vcW%`}7Y_tZOIi!0
zUAzHE4!x>I{5zp=4GjtFC5A4;5Z$Ub0BJ@8Yq@93Lm(~D1t1yxyQ6=1uysPMUy;*;
zqN5`dlX$HW?U4yX6!KQjjE->U$JGPeHv0&q^W!m)lCRal)|s`=<fNp1YsfWV7aJ){
zPU2`a>M4gNg~igBLS9s2T&yjkmpK|0w2dk-Q)A!|h%}I=WR3a)DFTu&pIJBz#m|;=
zr?`HVKwZ=$HIs1rPDn~jLkk|SPdyj<SwOP)_eY8<PDVsLGwXlq+4BGH(SrT|fBI}m
zj*X8_o)j6Yf02tsXk>Ue&A9czT8@ZNa?J-)<f4JJ#KVD_K%B1PT`(ywE;wvgzFI%o
zT{k+dla+rt)W_xJ<DoB^G#z_=qfPfU6jmmeK5#z#!e#mJ-9j&&fY1KD>vnl`>Av|=
z=B-`TI=TEn{-=btb6Z?*Ygg5`nN~OC=Z1};@hA7EsohR4_V`_An{8XE(9Wi7Y@cZv
zx6e=NaH@R3*hXH?nK?^?vX2ccO_<oJ!Y?WBo$aZ+ON^H9x$5mUs%*%V5KraLbJw(w
zzL@K?e+iSNYr^c%?Zvd{4pu3x3UNKw{#;r1Qx*MXZB+$~R~IkM+o8c;!lSNT&S<|g
zjO)mjn#e|~3=n=xW8SIh@4C=sFkfY@QC1K0oUq`U;aStRt88vzT=gTE9r~M@!3O&B
zgJ(n^xKp`nD-&<v>Q&d&du#HJd#_w32o79%D}Vpvt!^FHmpu~owHi2Fd*=PEW9Ax6
zb*TD$;!?Y(!P6LvBdzs`zLQ4;_M4TX)n=5Tj!DW==CDD$YwK_$ZZ?{$=?$FPVg9X$
zBhH>E*`(na)#*U4^|Nj11*0BL`Le3e@Sq=4`mvMTXkCBZ+4W&Fno<)+H<mIgT{SgZ
z8`YgX_d<K{gr4CyMLS1W*gs+HyXrH6T}@PcTI!?a-WCr}>l}HZF?YgyCbw%{X7B0w
zE8b7vdGF<xu#z>G*6umkS^Za0ld@*qiu1}da(&ssZ`YTOshd7-ujYw67cTsI{L(Qf
zsNULNXtN|_>XD*#8Sjo~#IL@7_VRmn$2INg2Jbt1KN+dC#PHGRsT*rQb-cIj>ENj{
zej^I^PPqB5r~f+bJnfd4*JT5{&hx4I{ovlX2ct*4jG8t_*tgGG<$nEdD?7io@1*|J
z*Cf~Lh|!5n!@BE4$+{03F~~2UIoR`Hbx(I|lS{ntgU4Slo^t2q^OY-ySswEp@G#ob
z?8x4lK<z<xt4FqL=$jBc!C7-lD$~nQGeWzgk?PED!_F31j>$K!a&{2LIh}klWaWOJ
zs&a?phvy9%AL@O*l=syvw?p2k3+~6&?@Z`5bf<YuzM^-B6$@X;9PHTMdrU~g^}bzf
z`UgFqx~!{8H|Kt-Z9nY2xL!r~xJlC>Yt@XAjr)cMGY`7#=rvg*ePqX@J9>`c?>^vt
zY>DIZw3I9PzIoc`AI<FL+iBd5?r(;6)@y7iR;`@%;Yimr0w&8aLTP}2$Fsynlfg#Q
zWGYR}nFogQ{1nF2NW^bsBJp{JDZ{5d(_|zP&XMKudQ)r0s;8ZBADBOwEYrNwUS5tz
z?{iR9X=KNDXPS&f`~=3dyGXbTH6EyG!&r5<6MT_l%DcM=9oz7D?hyGT@-rAy6A}Lu
z6KNt6d~d^)o4D{JnI;pF@OoRkOy`>Qw3Bm|=kc5v3nNE<I#XsU5*`F6cLYqck)7~2
z7-te52;K0Ib!zR20m{ro!U|}Ep~=#q!k=K|7dII<95pU~Sf+%vA<O()rpa6+_^H5{
z^>7h7;G81EFk)gSoCQXM3W)KKGfh22d?90MArkh(!<36vv$>scCK&Z<%UJcW6P^L1
zq2<KAG#S&LBK}Y&vZqM65RYsMqX27R$FF0WP}7w$wG;_Q;*mrS%83KKlqs_m@t-nH
z_|#%ddx`jin8;ot;W}IqT+xb)>szJ?HMWeYm586jMB;NFQ-;s?R2G`yVM$(KtPFcu
z5Fe((%#mNulv#`TCQK7PH!`L+BEcs$Cd$TzZ_bq2h=fydQzbw6%oHm-;c>7&U<jgx
zo$%YAx=J%Up*^k}6dOdUhaG<^)6|=?$<$UP^uptIIA>$Ly*!AQ*aUU@21e#(DF8xy
zJobpSWhjVi!K}f!^}hIrQ8LPC@Ob^jb;L%3(a_x5t^l*=7#z94l-Y^+)=ZO~NEm~M
z4Ar!ypbAUCDELCA(#u{Jq(4*P=!E#bFme&j(P~ZbW;;9nT_(~&B-GR9G<ixB!6R+P
ztf!061P?S?YUDd+5G!Hgr52Wh(ehx+^s*BwcINR$f^l93gV9{&#hYuLgdq-y%1bbs
z50_?kOp~KXn24(cc`GlDR0Wt57-oV|n<R|$!Ke#2syKCoiD0zsJn=5r3r3>~nJGQ(
z1fRMv<<2fb8$5%_G~5igXG~p0Lb}Tig~Df=jqQ-DWzedj`9KqId7;37TL3;&>1@Xz
z#zcxl!fa?g#l0%6?SwleOisLAAAoV$M|ot}mB({LOEqyGC4t$rGJYx3<O&aPo8o-J
z0`vPak!~VkGBol4*^WiO1x8arkkA6V%3UOvV2H3V6*i8-YAT@?3xT$6jCed>FoYiA
z8Vc46j7Mq4pT$J>6Y<Y8W%yKQn)-=^!;M?Vo?>gyM0$w$kC`$Lkx-|5>ztdhtK-0E
zMw~ahz$mp~)76guk}2~PsRo#EujXZWJRS}}o+`86usfZ&a(Srf#aQ%kRH{KKfcoKw
z78573yHMVg#~Te1D~Lean{hjan@S}Zb>P-oXwGE{7^XQ8%mH;W;{B5i778X_BH?o|
z3JA6*T2AS~<Jp0=W2~?oyTNFu;rzqC`v6AShjhR$8EV1f1^?-{8;m=H=}dhN<|?kE
zEHuH|OO8PF8z*5H9d(N(40{<P90#KX;CA*$FmEvU0?&rw`9z0>_(&ACfJw%~4(fqU
zf#N!}lvA+6Z!9sdjU0v9DADqA_AY=?@`@8f*cB6-$1(V^6^x>XmecIzk#zKc;2K6q
z7#E;wFbX9Y25tuP7c-iS2p)NW$uLu<*vo^sfpFg60psjbq6Ol6L@esK0nUN_NonEz
zK0Mwyt`037u^7Yuv|I!>;SYNa_Sbww_J8^zTC2dK{<M^X$8^GQ<BbIyBWBG-_VO6{
zPw0d-V1IS%hOPKl-E6SGjNJSeW{C`<WDpO)FJMfEiG;_XA!DH7P!+s&V#<fP(0Plh
zaA)ZgFCV)#iED@%^F`7wOa|i&Q-B-568^LlA;lv8uu`zJKTHpy=azzU=PB49_k>>V
z(#yLEOwtky`U32)Df{%3p7J^{x`kkp@WlX~Xf3eVL+s^2C}X&-_y`Q^EorFX$(={s
zR%F2_W4IIN2^eiRFbv)qPcB+)?m-X_Mvifdwp+ruTh;(>=X3k=B^Z|@v@b<ooGYj^
zwv$@~)|U<xVLeJn3dym=$HpRuxuJ%D{WWk2808~3&--8!hjAiU`1~1*t}|c=J6dA*
z${hj2y{xCBP+=f<QV7M<x&S7b2;$ZO8<OmCp$Z10P~k#^b7MIe`G`px+X>Hs`GF~k
z>x@vObBYUG5ZE9v@dZb?0}PENv-tr=BXCbp9~5bqfMN9AVB`xPKJdQ<jBIi(ePJ*F
zjN9lN!7w37_`4%m#NaioOaY^LV}4-A!Du{j6!>aPWROT0F@zfjwoL5ggmA!vsjzpF
zM}Y?9LYoIB83JY=f?<)VZi>C^Fk}}~5$Pn40&P~L*+_dlPoqLygxXjuvcd&zBpA7k
zz~EZ5jWG=s37!sTqC#DSh9fx7aMt4XkN}4CCO?rUyTPa%cT>>E&i*SO;=$+<$~`Z(
zfl<u3*_w^wvICE37dw736B#a&+Xt-=Q(^5We1{UY37vX)6xv__iVU}AGr?#?jE_Az
zbhPwCa|;-?#AC9zo$xCddBcTi4CYTZvDV1IA~3olh?(3CFkkV=ea3P*z#Ysh!ML$1
z5!&})6hzLR?>O%HC(eET4#qS}#OE=Q_#DENMTwNwjpy-@vRQl{-n}An;x9u==Gg3X
zo^$GYL$NB1hDw=$3lZ{ZD;Pxz@rI{g!K}e>F@g`~6S+OhV=8Uzgh#+=3B^qAC)h~l
zwX37jut4saCx@|JxyQbtywX0X*yLINqVoBSX^cp&B#6iJWGrGF<zArV#JryDC@>CY
z%41vv(ZS4%$u4pygUNbKPe*}62=gMwMffI!JJ!TE6giJj1e<vc12<8^<=@6p&@GI4
z5$hrh3FBhT6JPSzfYDsBey(<cdtpp@9C9(7+rZ)`0{?KvEZ#*<eiB5+!o*SNgpy=u
zA_lo&IEE-6kO7Tgf9)yr2yTw}LNU``9)wFr3gk5~>}g3LEhAe)KBbqPV0I)EmEa;c
z8_ARdoTHc*2`+MbqL5qS8$jF1TqcXxN6r%r*DDi8xmhT=Gp~C)3a_Em7sk02REch7
zv}1h0>`{kRva%E8M>8*yT;$GB6Z-loXBLB`rNGK<L@7W#;185&!dz^<V#Tp_bd+0x
z(s1e}Y!k;lsKqUW!C;<TdmB4JX&hsg>LUCGks^&I*hPKgIWLgCct|9G(Qe?fs!Ey(
zTH=|gG#A0(DNK2qi*Uh|*16*WEIbWHu}5w?+X>YYxDhZjBRjdFV7AQbevV3WQ4+h4
z{G+dS=8XPqp?nheNJdvI;wCU;HW>nwP39h$V7QXb0YkP)>YjtqDstP-KBaZT)1+pA
z;aovWVpqUC{xHqdKM_J*5*Qr~7y;9G1cu!J)@*AppY|u%Xt)TB@`-ch=3fl+U6B4~
zUE%aeFo{X94pUoMv$wrG2p1;!C07nMfF7R${xrsHhKn$88h(ciW8j=hvJ<SG#*{<6
z1JRuu7>9kA>98P9tt^y=iglXfB``YQ;hwR*e1_EY<%+?u1!p*s%sED*yUid=^zhE3
zlDID&o&3z!!>!rTP8b8mJvWHSXGs|rP5{H>0b`N}JHg00Ht<qAVa819^mqzpEv~DK
zu@h>}YF!Un<8fe;)WL4t2u8EQy$*qupUnjpHhbI2xf7!erZgQTT3-Q=$3v>daL45(
zs9fLXUUqVZ+3-LdsTh=SJICX-awAd|tPdEz()P0x@^bz}7vs5u(ZMO6k<tvX-e5A)
zqX=qqnDRL;atG&Px=h6!M>)k@<cYWx@Tau#PwCyCl2e}e07Q>DD0zu{ocmMiG_O^g
z@TautPwCB{QlI&)?PmNbokR(*5y+PXt)-!VN-O@9?xBR60@`)WZ!LxYDV6^zy=g58
z+!iwB3tZ&JE#~pYG8GFP<@Ta9T3k{oXw@d8G)$}=L}|RZq_c#_ixii#Q3?{5o}k3l
zx-&f9B(YY8Qkb~ZekqSPQCy1oQ#y+h*TZyKYi%w{oCl34jiMe(_RG14sytSz1HSKa
z57pmLX*K1b;v&L5YK2}bjw7ge0kh7Ie~U3)g7;{JTn-ADDR_L&2kV6vczI!IC)^K4
zR>a@2g<m8L`wVX&Y?w#}FL+jR8HE;(c5=mFcs#f|3Y$>si=N_l7lLl9n5d;L!lYHL
z=B)7YZ3ok|R3v-{EddQ-G}vB#HMeub)`aW8C<k$+#NNCDM!CyfZ}p3~mfV$cf`qkU
zrr>=S2t8Z4hF8F-8+WRAT+=!LZNFh)UZ~@4sU=`ES@F#hFK10xh=iTja_zZ$))+9(
z7GB25Ee1p8;cj+KqGPM#uA;b(YsJ05^93WT*noKM<$}=yD2UlfFgi9cBJSuN)^i~f
zPnSQ1DO)L0+6c`CEogDuw=S;mI#gFu#r^a*aQ(P9S!2NH(ZB_!9Lxo*t$1;tgISB~
z=)gBA=8hunvKtLXQ4{yWd&$VvA|Zcc>o;GD)_5?o%%w&J7%dLkTiVGrg4r_`7LKY~
zC5Q_2w(yvKl*O-L0w)ONQQ?RRgavuF63p$7vD;uH#C4TU_KKUh`A}~a@skoSaFkM|
zRQ1;To3IipXNIEt9?U~*bP8jq)Tfktp+I&N{=_a0>Yptj+z9519#~(jfXrrYJ-~3N
zPXwdY=H8Sp1Ecuha2{nZ55je$VU5c;CJvokIGDTmidKmdw+F27>I1|M{oB(GO{r@+
zcN-<&{>(-$3#tzj)5}qKT2ha(SK0~Hw{V9$zP;gon6-r|FK`i_g-D5oy<%oBzm=Og
zJP#5RNs?jNW}-@xWY|UL!N_y&jjD2m*i^rY*6HB&3Ln}!n1|*go-aN8I&I_pm1U+l
zATnTN65nF%?360NMv_U)<*x&1!FI{s`WIDY2Y1E!tL-{gs0eZRzZp0Rwg2B$p?oFh
zDsDcQ%?L0`LcG5Av{T9h`&UQwZH0;uDQo{4k+R8h=RX*iONQE)jxW{iD2dRE9)Gg<
zk9(20&RZxeZh}p(WU`A(2xV0N*_uj$P$!}zL>?Az9rtuT1a%Bl90DeGf|%WmSqZ)@
z?B;wB-xP(tt6C4VDQJ>V#k?qS5!6&MW}94uR(o168?+A>f>9=lb5?M25A$M^i$J)S
zF)MXZ8nc&+I{A#%aTO0Q=v~c}m%0d2tC<%7ts2H`vx^|2hKbtjB5bbVZhGQ?3Y_;b
zFHl#!k1;EA5q#grL;<|_Gv#G2a$EKz;h31sj&jdXN?>B59F-CeaK6xP*Z#A|qHDSD
zfjD(S?c{g|=^Hm%3n!pNODfitHiFUKC0{jLeHFfkO38rdfsvhR|3loJT!1$8qb@#8
zu!5?2s2M`-pvvLDVca=0N~ng40g?*pqIbHUS!ZZOZ-Ipdhq)bzM*}waSg<~5$!+%n
zFv=yoO|r04Isq04_SeJ$V}-Iu@ScihB3Fvi81bC=N4bRL=Hv$E@u!<rcW(J}pt_Sv
z@erN@qm9cknPZ$wVkYMd79bvB8A`6=5w4;{>)noNj<J(dI*u69?;{C^q2vo)ymCrw
z!Cc5HPiiFucaJk>Tku`-MC%<Cw?m;X80`~o$PHkz;(=67a&C%WKqw6bqw`t~2J!IZ
zGFd4fssq$cQ1KA6F=y753Kb#JO16Q>odEhHgo>xQ@0PScLE;+-iFH^hwERm9>?IaQ
z{}EeX031V8Nt(yo3ES3lzmJL|Fc!CAFa#&aQMd#pFX}5kR&RmPA&Vh-8sdjUV6ss0
zG<RD4CDI9y43(nyuj-M1RF%&BQ`^!1rUq^mD*l^DgEd2?!}PDg0v8Gu&vLH+B~sJb
z|EQk%M^(My?-th06)OIl7>GN`zl#I@L405>R6O^0o8;9rsQv$C0;C@KH<gz7{697I
z`$v_5>hW)8um7W}bK&o8aj8)JcM+5QH<6ru29+|GQcp#k8|zYq@)x<SfQRT(JGp!?
zyv4wK)>@RT(HI8>uEB4?CQw(V8OMg-B`(Rtubt(x!2-oQ_AyFBsif5B@?U2Ym-=u(
zbuLtTEDPWO=LAxHmtmEw?5^mVEZI!jxs#~!zd>2lPnNVJBwNuyl42z~A?-%`8*@~j
zEYYQr?4(QTrwZ_=-{=uJOVW^#_&f>!KSAoZMAA<h$q`1P6B1u4;Y$UXoUjZ6X{@Az
zkk0qj5?l|YjvFNPgv5&_^_wNSG*W$;L?<MB+kh0I-9W0Z%9IrL0A(Q5NccV={SZ>a
z{SrI?q^g7TAwjA?B+-vZ@R+3jzr##wpaKJzf#kq7iGdqHA$X%ie+;A<G)ed?Ab#=Q
z(1!%6{sTD8@T;W$y99qqbQuiN9`&j;82<E|xIpC&_#o842N~)t;d(&y<rz?=1Zl=y
zCG|!?nt&~ka=;m=2=oRj0Y?I<e*lmin*b#HAwWLH=Y^us4niD|9xypT>M$2byJMjQ
zmjNkz3xV__jU=tc2N_-uBnLN0+7VK}O%kNP4odY~fQlHOw-*Kc;_ai4{|#zDzbL8y
zpF|q}|BB(i+f{?`NHPH_6p#N;71aO#icU-PT;j-c8I0czLOU!FC5I|4lmsaU)WK=3
zI!N^Y3aMR3w4;6+lJ@^CW=c9}NjeacA#DljNU*b{o{;Kwfi#ewgzHP{|0|?^29kD!
z6ogDei9kpVj3itdX`t?sdJ{=KAsH|SQoV(wzNe&~kc!q4E{!yf4X0<e7XC}50c<6P
zq>*$x=w#4dQcp++mz#tWQoXx`6H-49G1ub?)WB2HKpJHj-QyZ`M)Q17OPLZQX(f#m
zhj@ujNbM6OoRHj^2BdZ~B>F!g9b5BIPp3|Sq~A(eoKa+OwWK2<xmzURgjBy4NGV(*
z!7Y+{LORxtNVqhToukkRj{#}m(~@?7A-6}x6;yW)A2gGTl7|0;<j8eNJt1wnJ3t!f
zE|B^^kktPZQoBaf)5IRp9wFheM0g5R2LA*k!{31PBaI~e!Uqk+r$+x9B)bAhy);t)
zHWEFP3gij>X-Eo@GLQ_b0r88cfe$jI38Z$~BubFl=}I^u)$2((A#no<|0hI!Ca)VB
z&;W*#4#pDRUDA<I6ZIk>Ngfhi8p)9X(8-RMq@Ixa1xoloBi8?)EB-&yDgXYTI6$Ec
zmdxazkk&L@Qcp<jBP19Fq^dZ4P=x5GyX3!JJ*w>gb6cicGgg9v^Pk)De{ReFxh?-s
zUc>3Qk+%1r+cHJu-)_(Uxh+es&HuSAb6@iRb6cj{Gd+|4b6cj{^M7v3^hWFdhuiWm
z<zJF(Gvj+R$aQ7o_bj!aJMt$bbkiEO?fR3Cr%lveA6=e4Ts!&TvBl?{edp{L{YW@M
zA?88)rNV%HNsir1-XCp~@qE{_>}@SihPCW^ebe5^RrDnGTFL!}XTkGo=Gt2{n*?g6
zuNpLEV&L17UniAvl;;P`?DA=v4DbGOyB$5goYTzzd8bQ;w)aHenF)$ruYPK9-4*tG
zb6Z!_>NJ~yCO12u$<6JX`}0ft>?<#i-#zei;jjLmx@e9+Qt>@w>zmB{KJ%2dJX;>0
zpA<DwemOhIb(XH)_s4Hc+WJ?qer@^juBO{-{r6WKsytv*!ZdZ?;2Hh>OK{C*pIlA1
zUE?;ps&DlVXw!FN^N(R~y+Wo6tbc7RbC|#L*Y&wScihxmSMccUPWES8z9t(Z&mYLo
zV{7F3qu6SBz7ne|gfO3t6hep)LTDf%pVd-;ps4^MLjl4fww{DK5-i$5C}7juK}c%{
z;VuabYpMvrL=i&1B7|k^O%iU9;H(6JW%HCE<SIdUO+q2-&>n()dk97CA*^DXNO(?y
zpE86Zwon<u3S|gCNm$Ezt3dElfl#3WVLkhmgccIUt3oJd%Tyt3R)wIX2BCx<tp*`L
z4MHsmrL0gLg1kC}7<C9`Yz+z3B<Oa4u!W8603o6Sga#5SSgno_G&@4b=m=puTTenA
z2^O6oRI=%vAf$DIaF>K#tf>YB6AcLY8W5`3n<U&I!C4c+UN%n?Laru+*Cf=i4q6cG
zwICE}LD<hWk?@=ZKWzxLY@s%U71|Jfl5mLi)`8%q1EE3(!V&f>2`way?+oD>Th<xE
z=FSk5bRnEzN9#fe(1lP-!YNkR1%iAR2r*qC)U!1tRFj~q2jL7GsRtoK4?+V84Xl<v
z1WkPi8Tt^;v-Kp@kzio};Ub%E03po)!d((Bv!-1km~@4Z-xb1D_9h88NO0~3;X0ew
z4MJ`=2(L-F$vPN9us4KIWC-Cl+eE^168wxH++_=mAgnNg@RNl5thX@)FJlN5#t<6W
zuOzgPFups4M{HSl2%Eb@P%?q=gdJ@HA;1JeEeX$9p(zA;QwTAp5SrK;5~@kiHG}Yy
zjWmN0VFsargx9Q=IRs5}2pQ%O-m>*1)RAD(141*K-UC8f4+wWj_`sT4Krpd@kZ%Fu
z6MK_{8zeaQgz$yU>j@#ZCxq7|d}SRhA=q0&D6)j`ooyoFISGEfApB$tdqG&y3&Kwb
zg5NyW$BI9a^|FFeVTC4q_Nx_|w2&~~8iEX4W({GpH3TIa2y*Ob8wde55Nb(i%L;o#
zknas4rZ)s3TSG!M3A(lr+Od(g5F%_LG?1XgYW0Dj*$1VJJ`j}IdJ^hLu&{%m%BI^v
zNV9`*mjrdz)E<I~J%oIF2p!p*B-|ju*#UwEo96%_*MYB;S<+kU_D){vrOWvZ3!BDw
zG_cJ6tfJtvXI{`T<v?EIsGm<GPFUQ(aC&9ATZeHYvjnLzaR=AWKNVpme7(f++N51!
zcv$dx+(Sc4^5CEwzwGf*k(w)acvT6<F1_J#<D%ozmMfc2E@tPBHF33FrPO`s>{a_`
z4Zo?UWvM<Yt*h+>HM!W;^(*~S4=#Ed;+d!Pn)j5o=!<i<s4x80VVnBG-{*bd@2_Ka
zNw0GpZ6BG+d+*CvxnBD&Gk9U~nY3<aPMs<9{JgS5>7LVr1~qgZr01NmSJbv~t*Ksl
z{GJn?{fovqOlZuFkn&eo+TVd6qpnxp(rj|6;$Qu3cF(E)<n>OkOqUq_9IG@Yan#<N
zYu~QiXuk49>)?_BH<#LJskGbqvd!adi|;iZ)+{PZy?Uq*oA1ci%#^=mkdo75g>(Lf
zkv${kJB|3X;L)~==H>FTa@DJw6~Z-bcZSdS(ZfP`Yj}T!X=^)_JCtOsE3-)s{Bil|
z(U<EpjiubvlXmY@*d?c)6Rm$$)ov;4?>euYj`DHs&LgL5FIF||HS^RakIS<+uZ~_7
zsP)3>!R{ST8*5Uh7#yCmEu|u7!(4BB^Thjltg{o`tBnoJn(E~k-fhuBori~Kbi8{f
zCEeF}<tPueP?c#<QrC}~oAxzTE^obp<BG{X-9pEDjoWbg?fL9L>&s8#p1l02Cgq-i
zw0mC;bvl(((&#=qcJh^9HQF}URjQI-#;WaJe)ji}6#)hZ<^?LtKG++fRp?|rH)!sp
zc^xjO&0A;H5<GO{&9R+@UP>$3*G~L8w!{&uZN!#2W3>ZZkgk3tbZ46#A;^m$D7io|
zWk<U}s3xJ71anp>f)L>fAw~qjf~_Gz(+z^ID+Eh6(iK7-2@NDzv082r(%d0rxIwUC
z>q#)_2f@M}f-Rfw4&ep~cS*2gP5VK}^?;Dy4}t@GlLUKD2+kf59N9b%2+v7)O@cG)
z;0a+xe+WgM5JYSf30?yr`1Ob2#uoO6&_cpb68f>;10Zbnf>1F4f+zcxgaB^{<GmmZ
zV9UH9$ooK0@`m8ej`oI7O+qaR16iRDga|r6VtgR@u{9)U`a;k}J%11zIS@h}2@NC+
zVYPfAr1?R}@P#mpttY|6AA*G+gb{4IAA}nu+$CWYYwC}W+(CRLU*8?+%E#NOcc`j%
z`2L;$JJ!m$|BD7Ir-p5}_IK^G<e}HY4Viv>9o4l5UVQd^fBpHW%flYtC|10AEH(2)
zn+NmXj+08P(X7K@n6)2_af$}>2l|bb&a@3vudV&{d6|N2&EcoUQ-9Q)y=3cHJZND3
zYUS(CULRg;GQwqn`TLB71G91?t4G!y?_&M^Y04_gMEw`1l0WtEJnF*U9gJf|cO>kN
zm$thje!2gh_&ynD?l%9}-1eD9@~R=LSC74W$tK`S@4+9&Y3_RGlJmsl@|h!5UxPfN
z^otG{4Ka%NW*3?^VcXmkgQxA;{2|z19ts0{Jd?Mb<@)t<$LQy8UY)eOa`Ll^cFO7*
zZIhg?`}J5kV5RAv(fj(|`f&B-@;fPa9rQY^4Dz|W@mP!U#EP8l-=xAYQQEtZtBLDX
zE*amDvvS>>x47TPe5c0Y4msaOofzWMN2uGU?xCVeLT=syt<VkYkDnF9Tzorch?35x
z1NY-sb?Udcw(rA4)_Ex0^D6pu=CSCk;*vR6>l4pTzh^lt=-T1wDKoxZ)mqb1Z@fO_
z+^ONKw^%tH%vHM(cD$^^+aC9}|32w{ZRn_(tCn5*5-8<fkhFWXqYmGgld<LfjI92f
z4!V51@}jEKvUT!(^6ek$MSqICabi#pALF41XK0Q1_1G|4<@Ow_Fw?;!%D>CKbYcvj
zKXx?O#J+}mzSobR*xq3A*fY@bPVzv0X5i$BI!#G(7Rnw%_W+gWvR<>@?dHu&9PK$Y
z@>h-<8{1?1lvSB+MeZwF98NH<XL!=5QwZxe1WB}c7?LP#A{Lt-RINX<wsi&N9iM6E
zHV(RbQKWyX*OxPTDMQ)ZNBSdg_8a;8kj_oji?8I?I3NBU|E~5_gGaBaMYa|vDhdWZ
zz3{~C@#40FSij+L_n!Axt2ecl&)<FsQt1C!F#ei#=HM54ywAhFTdljn*VLb8e&u3f
z$_4y|zsLQ~ejNDT`DXCNSldeVqOZ$rlY8x=e?YSJ(K(6r9twBmN5I{Rq1aoI>{k-1
zA^6&sM23Cc-rRLfSWU}3o0L&$PdY14%2KUr8eP{lW>1kvQt%*!!GiZ~JA5&n*<tnV
z)pKvFtDjJ>w0JkSSD?wmFPEjpnauKs!)(Mz3d?Ye6T?=Lpg9Uc#}N?X*q{**>L6r#
z*Jb2g^zOX$tll-H(#{?}>-h2f__TuR-CKTL?%R9SvLm$~^WP0~I9@93G4%R|sohH+
zy?Qs-s6N9d@8MT3Tcs?ifu~4^-%|EViAlsqhmhH?G;b8AtlZc5(&B~6-ut^}dw483
zGWhL;3->E7%~sbso$>gy`LFQJ=7%FySMT#P-miG*!sz99cUH480m$ahZ(qAIo!f=a
z*|L+}7_r?tCVbYm=N?PgO)BqF%?72me7+|7d@f~^^Po-zY29=1rydRby585wel<(*
zBJe}=sv}bFB}%*J>NliV{bctK;myL07k&(SpZj$E#(i%rdc5fvUD@+=b$*WfT+x2p
zFs<;@^D^2sJNeIkuO^Uhu74nMI(uW-okyD(R(CYc7>fX;U9z;{rW*?<^PC!g-?LF2
zFlBPZ#r3xBBCXZ0`_~y>us=TJhUE(vqYpnb)S~o79(!(;v|$IE?!4SG(CT-1diT!C
z!;&_#4X~Rz#MeQ6?xEXn3_Be8{&j)B=al8M+6BBg<`l5N;7O-(bJX4pRhoNE!};Bh
zgPRVuwQ<>!yvf{ra>|!Y9{ID*$-jvmCN*vP_bXd}WHSxrvjZC&zBq5J*r-?h<kLC6
zV!>MLelM7=`hku?b=OS#D7_o0E!65&m;5QTdg$6uCdW>UWTFQ}?Hv>L?8e>j7i`8D
zxR;k~%Re|F{`^kW7ybFc2g22@O=t9s9_8NWmeIrGKb89}Q>(0Xx@eTCd)Zy{-J2Ol
z+7+G{<#OQn+TRHyc78v8{j8LG>C*1CNnAH_*0-R!19-8ss}l1gb!*kOb+4^Hu<hmK
zQ9r`ACk>WArgPtHk=BQ$U61{2@O)uYVRW$Z`kBSsw<HFPeI#?`2Wv4Ft5P)qt1?a6
z@Z~YaXBTS@=y+Eru5sG$$}`WLCf5n-Z>e1GR#_A>uD|w6x!93kI|y$FDO@#P`2O0L
zF*!Y|eH~Y<I8to$VV=r~1?*ke^)(C07j>DqX2cC6g;_5{U06XEfq(VU^LK`|-@Ib}
zrU5ppE}OdtZyxG%qxN&kql=xZ?(YAdG;yZcjE1(4$_uXbA0##H3^s2Jw&03!*psiv
zU{7YU4r3vBjmKe-FZi-d>-m)RG5eE~E-ZZ>B5HB(H*%L^@Pa<GhF=?!*WuiqB$=M4
zVy~_WHyC*JQMaaV`>(B9@$rnu$)7!|5}p^+Kk(Ul=*(oB$ZQMDvVP+*&TO`D9E8mi
zu=hV7+ByIJrkQ?Uc%|K*&$;|L+uiX{r)`GCFYe#bIDAcRNk&BDA_ps(+N(0>hs2wi
z?srSxv0`dPQu;-s7T4o$)lE|4<VZ(5Zu6x>I#<`4#R$4SiuIhY{?)&zi&2JSKf%N`
zgL___WVzUFQr{z;>$FA%X1`R4wGM1fjLMy-(@(hgYwr&^?B0uVtlvZ|<B0KC#<|jl
z6RS_SX&Fs;y1UTnSz1`F+qlY3w)#iv*0-B;UF~*p*Zj>jforbFzy4WPdgEPXa9Tjd
zz0k{-M%~q)=8%(PI<L5y{Rz97FBW``c~zXa%y;ekW!IQ@&0mAvz1${LO}biid6Ze<
zi9v?ptB;$hj9+08)os(*6_dvlw!5JH#CE65W#;7MalO9hOHDgZ+Pfji3(VBc9T~dn
zZJhkjE6Ni!ZVY?5HP!g_(4B|gH)g*xR6JPiU)t_Nref!A7v+aq?ovtIU$-NBrp}4M
zA0Eo|)1K%mWq6*n;S;Ck-l}h`I_Ud3puBy3_OUf3(`I}t>=UY*`AGH9#p4$frpm;!
zd-Hb=W<?kKEqZ@vzvmAV-vv`1eO_~GOqU(UhfCR=&!<1vE%}iRxOD$X_v!0b`>%TZ
zVH2y#)OGAD^NU?;W!H1MviI$wiIonaBM*)ejLPevQ4_Ob;i8>8pZw5NP&cezxuuPQ
zs-N^zX8|h=<d4G3upokkYz@I8Ry7E)n2jVTV2=<iVYPw*3_FEjDO*plj5P=WEN9aR
zSoR{p3f43fP{__CSjpZbSjAd}0amkl1VwBk!5Y>f9I%!xAXvvX5v*t3CIL3Eg#^WH
zGr>mII|5L`t|!>UekCYnheQH4vt<NjEI$fR&W<M7!d4P&WrdRg6>Jc}HnxUfJF6NE
z*uh2;RI*11cCuPAfL-hqg57LAz^_VrJ<U6Rc2kX>SykMWs<&sHozmU(#@ah7%~7tF
z<yI@to?g0P!I!ilWv9))DYW02R(x1KqritZasQ5!*#>&XzTOdM*@ifz@rT(ReQabq
z|ITq!e}8Y;&q~`7KW2MP>+)&Wl`}UYYdXYT(-~eq{^8C^-i|+O0)EdN?`Um%LqFkK
z^XiAWqNy)?XG&!ST~k_rWbv<mWprG;%(!W9!gBQo#alnzDB4$B@YyTKXJtu4Pr2#E
z{%f^^Qu=9Cx_x>P^K*dN-afrLispw@PdFXb)TKOYa|D|akKOwu4yR2GYZZ^v#(oNp
zpJnk7_Op#7JSV|(3WQp=U<!m42@pP!aENtFfZ&w~p(Fvq5w@9x77|7zLO8~*PlT{J
z34&Y_gcEF85`=(c2ujHiPO+ntA;_mds3oDE6{bL_CLtyT!Wp)PgosoKx~UKv*vM1}
znrRRkNI1`Gr9r48AtMdKMYf)Vv~&m-=@2fn>FE$mrb4(&!d2FEDuf#lGB36fG}l(^
zhC7|>JxR&>TYrQ5N;^8Ot#}bP>+GVDX>tDFWagJnYnXA~@AT}NX)7~Z-hEOppVd@l
zbnpCW!=gcg<x;D2U3ztfb$#aj+;4A1PNxn#@(TwPzA!9NtNFaw=Jt(W8WV4|Z}T{&
z!{fJt&RU<Q-(9~&ama2z6Pw;;?J`@`(%S6vOyf;h#b!*y>Nrn>zc<;uY4F#6I{ZzT
zu<vtxp5NkV%X{ZE@;bQ320m5Uv(F^-!kvJ-K}tLe^`J}bM!H(-nP#oIVWsUo&HQE3
zlmv6VRb9_4t)AeP5HIELZE1g<(nk(y-nab2o%`nJAGcSw(;s*>PH(Yo=Y-%sSC;ks
z-8e5)yY0`|SgjW?Wo?tq1BOSR&Z*%Ub?Xqp>!^@E(|ha>_U?4}>p30%-en7>!`~Gd
zct+NYU+fU_xhVS8neYXrCkyhbgFoF&)F^l`cj?>+J^wtb?7H3$4OdrQdR22(?rwef
zYhGgP<ed5j_tldVcbN`IJs{=peYT0rdd<K(`ek68Mz$~mLJJ8$NqEG1&w#Kw6GFud
z2v69rBm`tZ7@vv9)HCThKYMom-EYMX7Y@o8yDMuSxmBpup?O!C+|qMP*X(;T@L*g=
ztJCJTbGElBmrGPT5Tn@Qe)8GF99h+->ciIe6V2OnW`Aa3fAjNhUrVwMSrjwv$q;^k
zal;q={OsCm;SM5?(}R1>S2@3~PrS=rmn{L=*FE+KN;XH98S2=vvfubktADTyk}K)D
z+j<M2Cw1$OY+|*a+Gw|BO(%TgL(gmrpR>J_a-@#kmA<q5bo>VydFkAFwx(N2(nc+B
z=is#OMVs#Zl6j|cu<_N$er5~euUqAZZDlKFVnuNEAL#c|+Hmm0KA}nN-X3?*t?rkr
zVmoox)1a$IO}eQV{ODcUz9}~$zFt)>edq9lyOkP`_1I;g_EK+qM*rq3T}>n96oRg3
zIkMwt;ga>(Y4M}i-m1R$@*h?i1`86pPpJQ-qunEL;EjfvuhQ3)b^3bJarBBQZA^^w
z9;LfacMhMgW;?jnRIoFyacM;Kyunh_e$AF;VwE&!BfppGI&|{MPWI}<Q?gR6vbkvb
zc)at#c*9$dGCMuUVTN`wNNTzoqqwkpga20BSH^?R_;ejmQ{6^ojOt^z7guh#y&`4y
zt@Na`hSYyo@h_gaceK`!t8c&P9PayLldIm=JL)Z=7Al4QmPbBqIjl3IM$28*_5Gtc
z4K`*o?F}}~_?=<;YD(O}6h=*kt(}d<p1y7Vn*-yvZ2!>GX0i2+9RGp0ySNVQGtPQ|
zYLn?!<;%KnzC3b&eq4R^h=crF@$EM2>DunTTr_Tjhklh!N~f|Z(pQIOY4>LBDjt4$
zx+pEgIP;#q$BFBTy4M5muI2YD?%rkak{dxcP2&{yuC6|))%b0TuT1`_s$;x;C6+O}
z4_jW;)j#BBExOFcWMi>A&P39GV1s5NoF+L)`V%C4VpV5BxIselEC^rNBP8U`fnYQn
z!dG_6YzX#qu>vy|F4z+rKDKMI%)9kx1_$`v{JJ7ILh;7YS3RruDedMtswzeu{;<5^
z-ow3C8&;)jsqT9y%kScMKVkB<<xd}t&vcSnf$!2&EbiZUGU3PPE^d);hTWgoz0=G@
z9m^H!D-LBvnmEZD7TS*Y*!b|!)ahD=soPz;-Lg?IT332}p7GpeTLopCe9N>Bj%V-A
zMc&C9yDP3Ls@C%#>J}OjtiOpFZEaB^Cogkr>$?eVT_;aiJ@a+hygs7HwA$xgeaj!5
zU7KE?GVJP=_C8w+G>*J)p#M!x>vsFeUd+a<SL7lLw)7bM&CZO2;FSkqJf2trzJQ%I
z6~EQcLduh=P-Fz`!)Z`9&w~<%y(N$nusgG$1k8tW710#56|h~ip~x?Ql9LTZC}7QU
zpj1Q2EGmuNw_?Pxr4=2&l|6{69;3!rk5IZ2WNhVTwQ;#&(US4~Q(bQHKD0fV`hD#o
zv!7qGKdLH5UvT_svT=&zt&yYYf4I{+gLd@CEhRs)StTc5wI5((a?IeF+x$&ew%YYv
zdn9*Zg45<#9eWzvZSTVTI&%K^#8Fy3n9{D>Pt0t0tw-9e$4sV$f#XzfzcvS}Zn5L@
zk>VjWclP)E5xsJ5w;6uNY&Ww<dQYr+>^Z#Je0Ga(k6mN><<0Bj*ZzBihi$do_5j0`
z{97i*UyP0=&k}w8+BH{kko1>EC298#y^Ab(wnA|1v5BebJC%0{Q+qEDNE|(8kwe+y
zt$f9l<zo(oJ39p2)%tWtSf^G$w(Xbui__aj22Xd*Em-O;T)(n2tF#dAC2U%dxA3z<
zzhAdI4cR(2RlS4Te$P!K&HaAuQ4aMv{K0$fg6Ww)Ev6s3-#+Ia-acD&RKt4rqjO*0
zYfVU8{at>Yhg9^GrQJJjp6UCbb4$Ou14o=+V{+{Nk6jyQl+TWiEMckw`_5TER%!f4
zy|YvOwUTbLM-Q|gcBb0Ew!W?xbNYU-r%KV`zY~hsTDZr0&c$)7Ds8y?p=C?hIp@?X
z?u?pq{qe3j-MW3eb5i+3U$dE|pML4aIo~+DJ*c*Ngn#g(A8AbKg<EGA)W7SZ5r4jS
z&)pgAV<vZJV-{iB(eDl}s_n1+&aq;cYv*?U`BkH$ccr`dnpyv-O60GZ+|k5S?rQbA
zH8I-l&c)?A$2II861nr{r+tx247SKTy|-IaYTD}3-lc5&=;_;c@b(Gw_ctfbTD-eM
z=$o>(;lJ!(J<)1XzhEVtb|t@IQU{^d#4lfNnr``KwtTB@pN$EnxAk>9clu~@>tZif
zcQK}2l8b3~ls0@U<M_>W+r4Z)R>choe>5uc>XXIEFEn~@bbBR=n6qd8$KvLXji(eW
zkB&Iy_33gn|D8&%TgUh=$zFqQ-Cn~h{?V6hfZfbrUp-9}+CDb1xHI>lVfBzWnXSUM
zi+Gw#?_Els%HLkEy!Wo&+eDc@;o}z%c>iJH;R#(YzrL5fY<&5oZ?WB79h=TeO<P0S
zyS^UJ+s*jg{^sDRcD28)>WUXL?}rciF+yME;Y_uT_S5>WvfMdM-nm+9I-Kp=@U+u9
zov)pQxh>`^wNL4U+$@rr$7U43Jp<M3b)&!7Zz@@p7BVBxBOq$CM$7rKM$JxZXT8(y
zWaHH4u)5_kl?$o<8)vCBYPjyZ_HgRxkF&G;d;B`Al7D;NY$^A&q}^M&WXSH8wsw>K
z1fNqM%jlIoNS#o+`F8Dvla=+AJ3O32W_z47zpOu1EB~8n-woNpyGn0YS$KRKw=uQP
z(5*9lo+u4sEtX(a<mTZ}(_x3q!=d(k2@azw5_DPqd^+|RI>F{c&|@n}@LCF?;{pf<
zY|sJ-EhL<P;MYysIWPT1va13tE;>19eh=gIxXROdw{pikz1_pr-mDtZraW+#TiJ|W
zIc7b2Ji5Eg`u(%p?FR5{W?fun`1Dn_@JMLOKDKBXd`r&9Kt}A5d<+z@90M6GgwUOx
zvJiqi3*jmWrmVpt2-PIyEP`OpUL+x61q9p05G>f4iy>$h;%NP5Ry^oz_yo;>LyO+z
z&7I!iN{@<SxzM@IBg`sK3@;RUu8Ps`bfDwmedCRPJ05&Jw#D)1wcQE{p9@#|)@@tS
zKX8WBdRR(NdH(SEY1?O?y?Noz&ff}Wm4(}nKYe2~cXVHUzG?QO=^D>8_72RL`uLSr
zcHcLbw*Br}tbOH!^7*Bcx-`CupC}4lrM8EyEu?grwsUQP;f6-<%A+#XL(<jimTVZ?
zrSNt11!K3biX-+Z<XPm+OI5QS@t)uJOp^D&>TT(LCe@e?5^i=J9eF1~Z?%+rR?_ZG
z`|<YbX{SwV(vz-x#P=wjAsY2&`chNR=YxIqCTuF)>tj5;Y4)^R?X~<aE!jPz%?ic7
z=hfwQ6=_X2UobuX^wKw%GufDxaBspFt@%TjXP#FbQJHZxQ_*fqK&LSso|gPDbIiHp
zH)yz4-ltb(<G<T$Y33c?&xF=?^+_0Rmf_anbB*lh(cKLaU8LNzk#^6-zRJ!b(EHKD
zYhQP7nP=rSQRhMLv<E?Hay3hC&JA+fm0fn<w0%pVmVMA~?fQbFIeE9=4BS4*VPeg#
zVwqkh@h7jax~t%x(~mMiY}CQQ-^ZPFzoS!}UVqE6v%$7oaswW`SmN(G`Pb~7b#pHn
zpWZN_B1#nhZrArVd9SbS>9T%8B&+h>(@MF&lzX<)?wwL!ZhY8hZ!fb~eR_9)aQWP;
zukW^Zd2@7ZilSlkiN(`SXtpigxbnEY*3$~bUzhsr2rn$$ageR~`r31PmkBX?>b3jX
z26E5hgpA9^im&5URxETJci`rB7yr$(F7=wM+{yLEzJ@(p=RDZ3d%N6Bx$^A}562EG
z95A3@QA)?|u7d9d4{fst@6yeXa?eiMy#v$dM_%7|#9sc^>j{a;i`(k_x}kkpwPQ-N
z=Y{>3&b=6!Q8IS{Gs99Vf672dZCjZfzRZcsmU)jn+l*hc=zY+}O=H=N)!1(th1e?&
zY<(g2ihU6_&$0q+Y)9#lj=!zkzb@T;l8suD^|W;ZWOh7XIwX8x!jU&;2851WXi*y}
zBU7ate5v`<;jhn=WTJBqjvX{IIyLQbKiS27yehA2uy>0P2i1F3!%FHC<Cl4UmGxLQ
z`}|z*!=?LkYc?65Jg5CO-e-)G*Vq`{@$&E6FBP=;UY=0H_8hCZ>+Zvxo2*I^?}Gnm
zsW>=Gd$%W<*QjG&_|?m%WS__IGaZfU{BI^5-uz%w!h?xsz1E)?RI$h0!t;`rT>Jz7
z^ZaEsxo78wwKXhow^j;nm?`j@zn9Hl1NXM|TjKP}g`e_ZublqmWc&TcBiC*BR2ea|
zw-8=G?h$b2vEi>`gN7PU!SBvf$3HvXeZrRer+>(ue==jumf*&FMpEvHq}}r<^wQN?
z<F43g-qm#)$BH`6ES#8eK&FeEuqj`A%-k7;lRQNpK9)kQ#iQdQN9qiG(lcgc-;`B9
zUXAUupXu|to977Dc`e+#d2)%UwBh5zQx0!R%XKF1txB7H=<2Vw$97m8o}IIQvG0dk
z)p_OSA2+>jyFupRq=c0t%#_-9?6qryaDjc(jBt7SoyykBp_{aO-fC(2d2IiZ<e#Z7
zzB&Cr<P>-Ac$!tO-I3H?CglG0P!$!0<Q~tbW-fMW&`s@7RQbs@U#|V^^TS`xIAkPK
zb2f6alwo&i!<J=*tN8uQ*A>qleNn!uX>!@~>nUFIX7xK?Q^Z)ky?;N_U;Fapuf2=B
z{UV#rP1W5v=Iz6X$C_$GOie!ZIMTm%q?Fx$^jFtge`FshUs5>q*<^3}!u|fe#@#Zr
zjp0Av`#tJ+Z<7ewTUvK~7yWK5nKLI_J7-~-ch1UL>Y@YZx*OD4$ITAXm|mRtwzHIB
z4{3)#T2<^RTy$W8TinlWN0&w1y_MJUreH&soP%Xa+gFzT%4ha*9-RF?^?B!0qkFPP
z-PGP4%uO7Zy(p~CYHx#;#rK{^r3`zrZVX-?_Gd4y1PovcmheZ7_L3g0s@ku5f!~yo
zpRX<H&ZZ1qIIx{Ui|!;#pTlc)w*Ahy+s<qF2Ddi-HO|kg4%=aQe@M}4%YrZ7O}7)i
zcC6$tzu~GbHJCT+0P}nwwy}UeDs!OpD4v$ZVaLaZUGY47cFXs+J)(*?ExVhkw(&vE
z=b2ivx<4Z?rrL$o8fX4;n>Osk;6WOnPN$?L*me$<zpA5~I!$JfwbUrS(ss|B-Zr*8
zDIi^TPLO%gmzwtnn=iEgSY00E9+#<BdaC1_8x8#gH7|~hFz@GhXXoBAPmOoJ+A`yI
z#UmBNh4vjT-O-jd>?dtlG=FO4rX8hEe<zK(vVD?e!C1WmEj^E(jnOOhGsq5GdZx>a
z^@#<A4uf+))Y)u*sx*Gw?7KSIW!Lo!8rKvE2e$c1|GZyop8HE1-n(Gdx9@>#`ggPK
zTB4yFvRHn=yK42~kj&TZ9)3vIRV}gTWxu0j=iw!nW=F^vc^*wq?=gDujFvRFifg`m
zuikqseF_hfwmWK&PwjNic`y5yuA4RihgfF1U*xqZ+xrwxS(v2uqFvXeeMg52e7=18
zJi=?T)BSF}Epz&%bg}((>-4}4y`Rl_SfVWz;=$5}?RqYr6cVyO#`4(k0^QelKikH>
z5X@+N{j1mMsQvq*)C(>*O;-0A)#ZER;uYJ5kGC{#m?+~t^QCKMCR_2dc*L1`eWVNz
zkv6<=$ECXi{rjcr8WlJhL>Ru)wfC>F89Gc^|IGzuCU5t7#SLdunA?hWYrRLD>mHO<
z_{_gtBq;utHXwYs{_UG(p;C5-O52swe74NrBh$ant`V1=K0h)N*(*I#9`==SN$*>e
z=Q}oe*Py1r8J#v&E9#ypQ0O0B9&+|#&e3k!&!%5gIlZ=9cT?$CG{d9~4?TJ$?m@dl
zoi6&#HaeA@cfZ{1dg7~xnHKT)b#lkN&NV*VY`^4Eof_}O$E6=lGaD2NYlatB9(yz~
z|4we{mwP&o`$>5`T-xxo%UzD__bhIlaLBxJ?Jx6+!-u0P<U`a?_WZD_ME+r@I`6EW
zmv;1%)p0{6S)Ay&#U)L>=dE|W70#YbzrFbw>s2FVcSNgQI;dnfJ~3(<)5pT+P>k_`
zfh+gN-5r;8r8wc{&wUDqTFyK_c0X$D*32Qxd!6rm=+4dZ^)CC;QuKslPaNRQdUk^E
zH0twvDZ?XM4U=8wa>LgnZiO4JRgL@n$+W|U5(meDMm-zrC*1!mdg(iS_^(YmnQB^7
zHkRH_tq_={I(PZ*pWXT5)_b%2hGj(GwrZBX>Wq>$T={s9zw<udj{faJyb`0%O^e<W
z`sQAyn)>cN<FvY!c24x~w_{_T>%?R3y>8a`J?U;B5;U4zy7W%{V7AYsnZhWkuTz=4
z0BOS`h9&;Kvhw172QT;6Yg50MtGO$_%XvCmmSx+2`M6}>RFBV{&X4>tHg(PC&NE!i
zx_u82$@hMfs@?Wj`wk(D=>Rp@LNLVt=EP`eyK5>F&mMOin^Vx^>i??kE#RtXzW?!i
zcL71A6cD%|U|`ZA7GSq1h%HJgAs}U-Trdz@^wF^e<1z5D6}!8;ySqDo@3Y~(D)@Y!
z@9Y1+FW>I&oHJ+6oH=u5c6N6#3SyC+OU`&)IizBv&o9+s*@5Hl4hub%z2epWyOz1P
z1Isp^G^9pBdgG--)7^YOW(GcgzPW+#Rl&qM3VR6esxA1s?dLT<t<uZ--&}XodF9YA
zs~u~-bLv{7PM1M%J2YN6q+9TytQNXu4C~FlesaYpr=A{vSF4`i+-GFv7pHbMD4baE
zQG6^TYTQj*@EzR&esu<){Lswh=s}Np5BQ})4TAGZw12Q=N1T&!+sLrpOFGtb>#EXC
z4xGk?eSfiRWI^}v!p+Wu*Oxc!TPCQYy`Zotx4X97PPX-3+^Xs>Pc|Ab$8OgtwVT<4
z2^$K&u%#zrH!Ys~)@n!0n`pZ{|EeLcZgmT;U#08tuM>_PTv~YDDEi`*0?(62#gRlu
z*v_MewqV@G9CYzpaQ$fcpvw0jf9U@H)}%7=Q`_o&I+blUY-M|sz;bT&;%g?Jy?1-+
ztz+Z9I643Anft^}J$7wD-GVk34(Jb;OiT?JqAhs8QOf993wrE&vbJ!l-MZY=Qma?a
zm^1!{Uj3_Ywq6ap@433_Kj+Fmn15v8m>T86^ba>Xm;3tpp<~1RTecWBsl?aO^h8;S
z?GES*<DS}b!}hFCPgVajba36S%lr38Y}GGh)CiSM!GVYj<5bhiT~kKCUU9|fk$WSz
z>AM=Nx_2ga*1hYyQhY|VsB+G4uCDjv)3Q%wLU1o_!8e}g)h{1wQf|G)r171qj(W~F
zs%Kn9<@&73V#8ab%J7|aYG)66a^1kU?cnuI)c>TNzUJb4S1+wj#YykSU9NG}B~x6P
zQ|Q}6aHzK6=y7@OVSoGD^bC5cla`#({c_XzS|^6-h2I`nPu2g`G7rD@=Mr}>i|uAL
zY|@i=101_&FAPywp1oroHsy3d`;|e9MW5hkN0u;2t}s#3d0(~W^YnPLDx1_xwzt{7
z)%l!Tm-066tJXbMH?7~OiiRs6cKQ-L_t}<yrCWEedS>BRoyoP<H`(jA?BI2W<n|U3
zi;V@rnL@V<*H$=X{@@JVnEtKKRHzqUY5aumXC}3Hey_x(=lpf9`H*Ff1G{`t-<aO{
zX(Puk;jii*YV*!4rT3MB-i`JRol)xV{Tpld5+7>l2!bQD1%JPKSsk}(P=8CKBqz5K
z>g_!S9ew{PsM78ESx%<<XLN7Q>p0nQ$cv*v_FvmwUDN4qe<$<)-$s4ddoJz4sWo$#
zf4n7HLSLUIijmra|N1AS@{<K;r+f))5o3P+J^zo{#<`!`ciI;a_RM<RxkVFRKfM#w
zB-{6N+2xm7HvH@R3OApvJLb;~aau91W!tmXbstHB$%&)1<<1EjQes75;fch+%#87^
z|2lnDwfuRh6DMk^4|Lnne`CFr%jS0bZoOS$(@wXH=}w)jI%&uIcQbJtW%c?~aEm()
z2euz12!=!)<t?Gmj0&C2zT4NfUT@!JYm;HCw=5a_x>j=J7oEX>N6l6@oY1b>xI5Y2
zH^*$)@iy1a{qE+Fu(;~g`}Uo1a6`ZCm#Vg`v0~AFwRoSTugHY3KH3`V?i+Km%cn+)
zmH#}w@I2&xhqP|W<z_m~^Nw`c6nxn{)$d5(*<beMyzP1Nc<!`r)AO3PtKad}7ylve
zFB?8r@p&a@%a(xLXl=RCkM~Th82@BRK+~zECK#w^C*4kdxN>h!+lwy~H|T#FzR&ad
zvh=)>2_{FIoUJ`GEKI+9&O+<Ni%tdQq7TJHj_%QIfFM|3@QE00!NDE_%G@5gvtOm2
zULR-IJsUozZrN7_$5)OobtEF=+~sN(3U+OUZ{?aRqszNCJmLEAu+Q8|S1i<CAE(y7
zbh&R-zbic?jVVybyJ_K6q0^^YOq$N_4sV8Am*iUQ;Z+&?HXoVwuETy$oyu$KwtLVh
zWNp6D_jg|o4{7cGbb6n6_ir_cvsWZ{Sa-qMBzsVUVFi-hOvs{Lx#XXY&Y&jd>c^FH
zW6pQ0Y&?7Q-=8fkgGWCrS#4jx&w;vsZ#kAVWW?kRx_gG2x7r_EH+eyJop7%zVV8%G
zm^<{HL%9i7msU%H{UNchw&2EQL6=GnXAMjGD}rvO+<tyIdh+GZgRC>AFS~ys?aaXG
zslE1hwbZFTVrjUQ+I7yeCv^`udu-%v->TKfW2%Q1x4c$Lf+<kYzG3oD$24Tyyf;rw
z6DM$U1`q4q=<%+XdEZ~un9+V)>9ti}zO2_P<@6;-v(N8CAE%UeT)J&_jm$SYH#o1<
zAJVGzz4~VwZKSt`l=u#i<R*x6h4`b;F-X00%-~yUqVby4tQ`TPw+*^}GnCs=uIIS-
z)5=dS-^qOViDu<X6x{3_k-uhHg%jC2i}&OlJw4*=fD>O1I^Ml@kzUDD!i7m@qPD^h
zJ9nPkDXi(zn>r<zRB9Hktfc-J*?!%Jhl>lw?e5Xt*>S3RfzJ29=Zog~XSADsZF{}#
zekZmUI%n2?YP;+H*kygx^umvPf6z}`@a@mrCuGIyFA6)q;nKca{-<0Qs!US3x85U-
z4{TgEAvt^X*?uz|k3a6a&E;;`O3ouJqc*E?`aroF6GqM35?e3#y)0J;CrK=KHtxid
zwdL2FGP3>F_U4ZdmC_r*pNUk>Y}o&1+k2Hl-x!xDbJ0;}$e1y0ZaHqqdK5p({#p%H
z{X<tKUD`4J`_>y?`#oFw%_~zvmXBkKw%lX7T{exI+Haa&yB5plE*gKWp<%lDmc~k-
z>5J79U-EG;YDCwowA$UVX1lfhZS^Y699+*VvsR13f&;r+x9rq(Rl;A_wFIYX3!Y~*
z(!X)UiE4j;N;!Swe%j78Pcs#r%ywV0QOu8<_iV}}UH7K$Jtp007n`~FLN(WkvHNSN
zyLSyd{(NCApUa5{kLPONiKS@^PBU-VEB1Y)<Ll{qSuGaV*d9FU(Yjq}ttTheTkQR`
zwehY#!^b~twz1yMbB$*{T+!dGWlx8*I}hp}jr7{We0wLf{!2^Y{@QZ0J?xt~hb9~z
z<>+OT8oQ{Ax>MCL=k_g_F?iABh3ETj^&K`Swnm%_-+E~8o@<{L?n)fv_BJX&uTkgS
zM+;uOZ83hW_6p7bZNXEnElzhk;WpDMW6qMU=Wh2ovG>x2c?Q}1l2RV!uLXA+_j$?_
z<F^auUAX`CO@+0_O?F=HQrB!l6({w<i8U&$In@6eg?QQL25JlD%75vZ?69buVr)$1
z<rW@aE*dWz9a5#Q;ofh#-8R?xvMt-q*xd4lgAW(oe)EtQi$;B}aU&rm|JZ<5Z>rSU
zZl>Q*OYR_Txq~*`Ie%qcouDD#y7T4Fc6e@oyII)qrDby_J+Uy0e0gcfBM0Z`T_-yA
zD^vb)gMdwLbBto#osM}oX`u>MTspDi(xz|NP1TRp%u_bk9gN^vlI3qx(l)0$Y;m44
zQ+Fda95SM`a+GF}6q%e5mlmlADQuswJk9IwF~cmC$U#Il9D)6iN-7kY6L2&sG~K1#
z&9QcimHJ$B2R3J$GKQFxeF_gQRyNY7bKMcmu!&RQ(Z$MAx`Ke1Wc)o|#DN#spV5E>
zZ08E|7AluX|4;69(UbUC<~F6iGK|gMrfei!+vh9wEd*UrI+;iQo3N`#6r$j3N?rHy
z*j}g*n&OSMi2X`S1Nl!O*DW;MrJTu;7zg<;NcYJX_LdSP{gg&3-BwDfihrZI{bI>N
zhlS)HVi|VH6U!4c9K2ttuiJbT5(RVV(m++3x#cNqO<q~4s=#7%04zPQjj&)*KT5Nb
z{|az;T(mR&32LgF@TZH(XvRtdxP@XW_U|<(sR@71!jMH^VLvOA{<D+<l42nL72osh
z<w50UN^+3@4)2-+P*Jk8{5N?&Bds*)Aoz}<#{Ad<PHab1)26WbQDt(xc8hACGqki%
z$<9*9J2HUnsmuA(81wDB_`|89IxIky)~5^n<ZChvZSzIH8WIof%tSjC(yykJMs`;T
zDGG&?lt%j#InjUkIZJ7@(UuF+gfWhu1L2>rN0qC@NDp6RMckw`cZrYoC3Bb3JS9H#
z3x&6oMvopSFYS&fZ<*&UrBNlGkmmT|8Gu?~q*^?e5`82_+U#)+RR_P?QX1{vwOvZ9
zBc;)RO<N+;kCytWU{jzM&WW`ij`&A^bXxI3%Ihofm8JT>krHXCn=+%%3ww}}iTtI^
z<~XN)$Y>WYS{lYbVRJOvJ%O5vR$nQNwp+Y`G_p`rDNWvB3rPxEH>EPHfHX=V`?ru1
zt#Q6sQl_Ppnc7m=M-E3?wxrB9fc&(QRvanK7I;A?_|ak^ot6jIQv!ap&_`)@z<ZQY
z7Drm6qn%L{_5f}9MViv864k;17z&W4G~=Yq6@Xy?{b;sGX%&Itlz<;i^eC+oFa?6C
zLNrICw8{YOh)F-1Us0N)P=8#I_B1!5MA|)z!#VwET0?170bWW=lG3Unjn=8@N7EBJ
ztqx!}Z=vSY&nT@1@D<8X&1qIZX*B_H4F>k75uFm903)1}0yG*^nloU6bNbOhN@*^@
zO`MPdGzL<dD=?i-@T2jIPThdNC;`88q~Ra!(yN$C3HS{mK5Bmt0O3^lWk{JlaWzd!
zqxPrF*p63G7AK@smc-|c^Vt9uHdIQhh4UEz$rvW3`QUt}lr~&S`+ypelPgLOW4<l8
z3haU(H%lE0N1%P-ssh!3>Oc*kCO}cd8KB5Pfr0`91p*Ji6Yv5k2w)p^g%3~%s0+}(
zbCrO~z$vuFY2YkCdk5|T_5%BW{j_P}0i00OcnCZK9s?9Ho&gjjUH~tFSHNrF4e$<l
z4}1VV0-u1-z!%^v@D2D5P()Ay9KZuQ0F708KnXx!2MuC?6WUvKBS5<#E(87nRsyR4
zib`vNb-;RH1F#9$3~T|m0^0zJR679Lw)75gm*fG<faL&fAR7rp0lk4fKy*9&7X$bM
z4S+^~BTyZv2{-}HfD5n>4N3ir`V(~@>MqnTX<>#IQE0s*g1I&1nyK$Yj|ad*;0ZvH
z@FnmHcnwexG)L=L0JOIqZAoZF=df8c5DUZuw4YumKsyHd1Ba3C2yhf=0@Me50e`?7
z@C2}>XOO}bCvHFupe9fis0LIAI-$E%#?cX|0N4Puhm$4H0fn03SPCc&7y?Fsi4N=7
zh^wyb!G<*A?5r0eX%Rs2b1Xn{EfW~7!@L`F6?8AdTvyn}Mx3fLZI`<l*aB<?wgKCL
z9l%at7qFXsY{b=Sk$}@A0Gov<h5%P!P##Aepd?TVC=F1Tr!GDipl(gQn0jp{Krttc
z<u~Tkp*#%s4oZChJ_1Wnw*p`pa2?m!R$kE$XaYXkEt9q!Z3Hv`+<`pMoNye2<5<8J
z=j8#~{M8(=V56FFRa%6B6b=LeOQ9Ww-3dT0FbSX?l6OL@UBGBy3@{cL2TTAa0=d9Y
zcCraqmgzL*4s=mMCHzeYMF@_x8)Rb?myc^Z9Ib)&IL`$p0V9D7APR^8W~0100BwX!
zyE5AYJ0O2DfG;qbadRuvcD0kiO7U_EKrxa+B89--z!b1fWoMglb=3=rgv)8bbYKQB
z6X*;l+JfU&U=}b3m<!Mr+Dn0Dz&}7fuo0jww-*A-fi=KeXte<-getvoZGc*y$N2?-
zhJG6AZ&7@@fs+_0(HzIRfCqs2yrKa>d$G|H7_C;BKmZN3SAlDPIMT>F6nQ6shek~b
z*)*$C05q7<_N1SIFThudPtB2`1<(>`1+)g*0BwN)pdHX22n2$F4nQ!_5$FVT2D$)U
zfo?!|pa;+sn1BMu1K9wb(<anrP=p3X9pGkrn0Xrr-=PgnQiw={60I)M%R4j}%>ian
zW`G7F8hD70(qx(sRTIAt(}b}{O_LWIP1^%BS!oN<<fbBE4HSZIg`*`<4#>f^Igaab
zq%T@%DV>(z`U7bIExUvONkAe%?ok1-2P}aclueFG6&(Tb*IRH?I5k~afNBoV@&^wn
z0UFSs;cy)|4IBf=Oyhu2Kq8O;P_LxkIa=$S(uijPum_+vT?9-A$ize^KZnn&1?Q(u
zK%HSCKt$?SbfmsTN9q_Pj7&=c=$z931{MPI0WvieN~X^T@_@O3+&pwnm<P!D7tm~!
zw5No{5>dMV%1k|z3Rnu{0aOshF<BTXN#~n^jewkIHO^N7q|7p4C6EU!2Pppv;2)GP
z1VmXF6-LbRH62L+Ws=i~PPL$PI?4rZz<D7+g{}wI0dnDMalQtS3#K4U^3<{*S-7lm
zao40E36<&E=bMne1=tPj0(JsBfb9VFAhH0JM>3>x)IS9MLimv`TZC#rCX)-Mbjm~5
zveIPoe*mf_DMsfqKQ-?m;2>}S*az&T_9v&J_9ubFq<y{rm$YB$@--DmGL8Zy=P*DD
zP}&hd?ja{|ehN4V90x|Bd<7+rm5$_mqkuEgHKktzt^!v85`G!D1dxD>z<J;ta2BAv
z)B`R6Bv-}_oKKXlN#=dv5ukpE{~iE$f!n|>fP@h9O@M?^hC2WWqZ(0WQiRNV575p-
zJftkqWu;^}L?c;5dm_@+LP3vlK}<xXf@L93aV`s?G^+7;;1%!!cn*-Vluz5lFL6zl
zq&!p@)s!kX5y%C;0^fko)c&t=@(G|g{So*8P?vfKyanC>@1=9fNVWR{$cj-K<);Ek
z8M*1mO4QDrQbQw!WIjPTYX6d8pcNZxf<=J7RtC~o7uSh6(lW9hKpCkSh@XTJ4?Xmw
zbg~2~NVPUY8u<r3BsKvI0a@u%IHzV)lQ~M`!U&KBQ)bz-Nw7AJ3Xr{A<{=B3f^QOz
zB(Dt4$&%Xnv}Kk9-4?*xTqPAMoX~qTR@kC~tD>%oQ%9gOP!XVoqD085g!3u@9qBp&
zpd-zsI|9K#Am9d62dV*-*A+(>z!`7?Y63L?nNFj7JHQ9<roVDQ1W&*Na0k4AT0m`}
zE>H&u0NMg=fYv}gpe4`*pchvBfcgNvJnIiM1T3Iz11ZfM=Z$gRT#H70P3i8q#V?5@
ztQkPe#3W~;^i}{BPK8n7bfg-gCW68pa0~(xfL;L252AobAOZ*jdH_9vP@tO*{_DcB
zI&fu`UD-(-Oeq_YiLEQpU7#A$soXXpVuqeV2Hc-ec3sL7E}XKwj-0-s%uI5`^vba~
zjRA<2w2_Ml$9Xi+2k0$`u%aYcLT|0}9_(dDu3Q`0BjQ2oD?vL8RpQq=_d}XoZ>mi<
zfbxjdHzZTZO7#?!u$8SSTP_7Gq%%Dj7jrpiv&dw*ASy&;6D*>PU^_c;<zTO!sDhQ8
zb0D~Wl=~w`lWd&IEQ4`gR7+|Xm<}GQ-5`MU6Kbew4g;bI_7>9A!*Q7fWB{4K5J0xK
zT1uC%iAVc<7_NtErS*e%k0>G!@oDE<fa|e9j#8m3EZwm7ojE((?_-cQ8W;u42j&6!
zKpwynJ9DiqjB)0PQr6<Q23QTOQnFK>Id?Tp%}W6#fkLFO2fhMdfKR}4;3e<^cm_NM
z9sv)52f%&c7H}Q725dw*S8==yoCnSUXMoedDc~ruAFu)6J_;avabb&#Jvi<Lb^zOf
z4FFYt3y#}>t-xkr6R;7Wbh@VFPM|$x?85ONZ~!<290ra6$AFW-ao_}S7Ptglpa4Qz
zUIeZHL?ASSuvS0|pc`-lX*Yqp0M+6Sa2vP>JO!QrWGPZkwg_2*YX1>HO%-o}*8o-U
z74QalPtNiV_yBwcC=)RlpgF$bNKK)Sb3H&8pj#|5KNVUNyt3(=;#@X84<1?|RRVu7
zy<mAYnVxPW$^4}KuT9Vq<nKtQrXVX_07$rOEmD9AroxJ=X$jEeijgJgR?iqfGpmJr
z!!Jmr*WU~QQ$Th^a!krdH<vQ4v=*IcwE9Yws0IW8Bv|GrXQt+*YdV+HDIf8b<vL?H
z$BA4ZF_6hg3GMX0$Pfp_0#q3KpzsW#HqJc&D%=8js^I7Vj8-!DmYk!S<Pyq*W((K=
zD!>RlRzPWh(klQCfE{2D5S{Y40IdOMpfXSi7zue*aC8D{0yO|ffYPc1)qtwvwfYAm
z5nBNykZMnN=5+viw9pV}05k_01HOPi;0H7VngVqJSAg>P03HB6?QsL}ltw{MZ@d6c
zfGR)%$%Fo^Lv37;!1_QvfE1ttDUB3qB3+XLRJdGl5@;lZ^4Q=gD;b6KJ^)=e0*Eft
zNMUVyV>J@wTDQe{2?){y+TolOp~9$OtaA%1`f}|_Aeo!YDw~*|0?<-j3P4SsjAK6l
z;uJwR1_IPc<X<qZ)g81Lh|n3=9RZ5Qop4M95`cK1FAxXB0x>`|K+8nEfhZsnhycQY
zFd!7@1@r_$fF3}1pc~K?=)&PILQ<5Y2O?BkswtVBYA0JoK4wFqK}eTp2A0T2)~Y%k
ziTLF>@~m4Au8ueMTXCgl+~mHQ?_XJNiM2@a*H?zPIoI|8r6MThKxw&dY3)5bMh8d~
zcDM&;)y~b;*`o;<;Psi-=9NveDh3@P1|Me+XEz@T;3lBtZ2tR{W&e{kWr~*~6cjU1
zN>2648SE6%1{6<Z@noJMoSToJQ5IN8qmC)h26p*wz8frF&TddhxIa~a@@dkWS=~(T
zH37xd+0)t0o6Qd4%Eh{QI=dz&B&UQYCo8&#9y|1;wSE>@e8A#aTUZk)h0HBK9E{U_
zKEDGfDA(DomSP7Agc&mDR?e(hV?<<_P+%=*ck!;-6qH@bc^l6AwLUFKbF1y_%Itb_
zR<+!O8&U+3%=#9$$6A_KHQ|&Y?$8xJLHAOa>}KZb%yP6@RlO@HZm1}P8nT3*oJE|Q
zxJG3Op38kl>>a=8!!Uuz%^8$BXfHBT`jE@Vdz<ZFs-e*2n<yJt>g)N}=B7y$$PEL9
zN<2IA%+bV#Rj&#ZchaRldx;Wtys?hOO7-HbqUK4gPAir=w6B-r2Uag<Z)omD5f1b9
z%=?XxsJzT(x(Gr9cc9UpjQ=Wq<+-*gO$>!RsFFB$plVol<91&8_9g}tSLa&JZftZf
z&O^t|3v-v9C{<aST}A@F*EA00tW?w?5gRj?M>3<Y<4!psm%Fn!HM1vc6w0}jL)-k;
zXeP=%Y*Z+BUTM!l!yvL6OUFUw&WkO$%CP*MQR9|430k|8vFl+o9#kDVG-WH!gO#4S
zP-Cl>sIM=-zfJ*GxDDC7EBi{a=qU~P$>^k*tvy;k+y@5q2GT2$xrL+54Au$<)mZS6
z{#^<xJ~AAUwgr69o&?QcYGR<}__AOK__%xB7M-venv%A%HQ_Ksb#|W))tD-RYl9tW
zqUj*0X`ur#&g^6ait}fyPI6}KdjzMe?7(y*xi+f25@ONwW71Lwe(Pon$!I(3v&&iE
zNaWeTMn*#ND>g2lvtnl=IZxGVRGR8ta`w$j!%N)u5c80_sjOlY3RbXwQOMe#jln^+
z6&;&ur_<TJ!%@AZd%^A{*3Ou1Ck75w>f&P}{#v!=(!uM3JXbP#8P<LuOb*BB$_#r$
z4WSJ@uy0LjZz%tJMt2BC11bJuS9?Q)8|*#tb(Pv-PWI+Ti@zHE%_%b|44{BztY;sH
zO=Oe%2zuY_gIw|KGaaNh5-MY+hv<Ny%JMHkA7o5p;nB#bW-J;7Oe`bzq(|+;)7y=y
znt>Xi`J8JboU`xIsA3pe&k$7%9CdDa`OYm%f<bbX1m+RL)iBrq1`2=zzco7@%b6O4
z!0|~*T{bfYGK|n84Zvc@-3n>{>{%jYAbgNo<=AmBcvS!c+0m*@nYa!Wjn9Aq5tQ7`
z9Te({OG}^o_Px<rPf(CflsjxLSr})}S*=*qD2>I&!W1pAJrvY3MrX7}#%k<oEL6CT
zOJiJi+5Sv-*0rZqA%`rEmiJ^1aj@AARu>1=Q3PGmWbwdn2_AW>20DU0NR=)uffxou
zC^3Bal-_4o=f4(m%1ETp5HXhZi07;V3UEnI6VYY&t~thex}0(<Qc#V|jX07Sf=@rG
zG$_HO3v}=iYk3Y7GO}CAmyfGAHPhjgyO2T=&X$$xi&DGbl8pQ{PPsC%LgP!wipW4_
z7|Z;KAp%i}JiDuM*5#(}=aPvfR}~n9zVwKVBi6TIC4HAAxUG$Q7Cr~8Qs2JDc7g#P
zUtcCZTkuf~XzQ|Tp4Fk<X5jM{%k098QB$Q@;i8I`Vt~Z(ND}lUqHFNgdOI3JP;F-+
zFh#Ol5>&_v=x~H>zJ$YFb{$u$e0x#NUM<2)RTvdaRhE20U?|6X!l|7Skf9G-fdlK6
zz*$S@s`nK{Q$JWd+W6c#J(%M@QmEZTX0PoP#mlW_&)!NtbI=vip^>wjyW%(~RP82H
zT{9-u@?0ZO1dr>)zM>pepGu;sC%#*lx5<_tDlot@Sf$5~Tkya)Oq~d|_Oa=SaLW?x
zC>_Q#Wj`d&W~zR;3S|NPxEio@IuhBOUYx!%hRw#gY5=C*<nTA<Zmn=h9Up)mPYw^o
z#<P<oVHSH#e2c(G<4qgG=j%cXH{1jtbvk&&c4n8vS$Q7;gDDsSDq6MaYIA5DrzD35
zU2zo@@|Ex;^}wzP<+q^%m;@2&el-@K#96A|f`e?(EXbbQyY0q#2&X2c%q$<ml_l9`
zI#gw=(xCsdB+gnz(|!ZwNw=)~DSBjwC=;b`eK&7sA7|H0)-M^%V_AJVOlRXp;_!2#
zbS27DR$`%3QAO99Vo&mVJayinJ-5iGB}esThAEH{%z8}0A(S;pflWmjY<vpW7Q4w^
zO+ibDN!-1f%y$N7DP5|(oP?X6OwXYc9qJz6=?J+L(oj1|#IjU)lBfiBn7)|`;nJ1J
z;JwI2)ND~TRgYC?yO?S;TL%gPVy4B%p=NgeMx`{e54f<5G|rN{;=<|;gfc>1Jz$j;
zgHeYC%wZsB#hrC!i6C;1Tv_QsU`k?b`fDXiWTg&kKLDA2D0Li6@|9#}iMEHGoCcbZ
z;g?!Sg}8H)W-3oFu?3qJ42>H(U>^;4l3gV2WYz04Wrjv8NgJEu%_^&{&(06zJmhkf
zX3TF8baP@SAx$<!V>S+ns;-!)IlzwZ_N@<yb@+yeD8y^Dk*JF@ojH-+L{+fMp>aB{
zma<jDI4hgI$c%uQS+Y({#VSq9UejcjHPK-Wve2qxVY1bwiu|~gnno<?N2+9dF{|7X
z601m)E9kWj!zfLR+qP^_J+tj$n*2z8@DwN%gG1|lZ&v^OwWAt}XbsgviNWzvwoReE
z9{G{neVKa5ujW$Pu%k#+)vqHgL}f1M7ts*g;4RkV`pHiJlYs;e6YKSB-G6Ga|CJ~h
zyl8nvrZW6B1Z&I-`(>iGTi6&JRCns*ZX9Mi+c5map!AvXn)>Om?O^b#<||r!Wt~df
ztxsHt(l9gyg&Zm<vr3fT)4O9el-|rR>yI8MIm;hw{VzOP-X^t`<g!}U6L=&KlKu3j
zGUW~<db#ZSlIw|yTH=KE6T81Eyn*mKVCJ`+?|a8@PI;%P{7{xP9QK{gX5wJ84tzB0
zaLHM`bJl|TOv87u0Xs1q0Z9mla;#xCBhW-rh$(_Hjm;ea;YBeNnMm@?^@Ks}=RA`4
ziZP9y%jP_ldaM);BU0@}ib~yB)PH>b>fo<Kjt4`3ngt<h{5<#sGt&vk+>7lb8S(5g
z9fq@iCUDlmh=!3xV8~=bWEHPi=f5~h-a{b{Qrw58Y*`L0@`IHIIaNEXw9-T^)b?e^
zvex!=<0SRl?yTQ9l#;}pMj`TyV4<UMHJ+u@K`5FAffcw?ZGa3KNnMjq?g{!9{81xg
zC+i8lxwFmKj&VPR5Y}=uT0v6drvvx3C0je1bC-$Y=%sAU^2ef>@K)lq^j!URHZ8;2
z`=A&M)?};!EMN>6#()902brZF_Y6v}Um8;kdHkKt(lJ1@Sz}P}3Z|kFrYbu*2KCy-
zE{?-N8b|}jYBZAuB%yE*DN<t}qvufN7a39=1cP~C3(}wJEEVvR)tUczlrxKU8xL6`
zKO2uEufN-h<Fw`D)kXn{0o_mo$scy1ZZu0bZ)maKIcTJ_#>SHB??|M!CRQp>EXUH6
ztHzS>yYEux&qp3<eEda6DVx};s%OYXQ-b7Px0(;y!EPfPErP(#N_Lanuq6A8gUX_v
zIAQDaA%EoUmz=&vS!r4%HD8ggyo#-w2)m0Vvu_ijd^oep<=Xt1`~<VCTol%t&BQ@9
z3znfd;Ih;0^v`sE)E<RNbHJ|bI5A{a7aiI0<`?6y)o*2jL2_hqPJ&H&`^})Sw!OF_
zGV#KpZWC-@R?+ZDa~SSMdlol|v$S~$PAal(dQP_P{Ox@-oS)mXJaBlO4is<FoSHQD
zvAoz(YrHHzuT(9mcj0Dk@(&;Q(N83vOg3sVY*cjr6+49-3raJ;zkaaFRz?3WW02uS
z({Wcsft`P$B#pt%Swa@}4Sdy+nM}bHx@0G@)&1Swe6RGnNUkSMUd7IXoWkVQmi3<^
zltkT!U7Lc*YXoyb?~+8z(>ftn8`Z_m;+>*z2)E_TbA4KI5cN?=PA55u*m<~nomp#!
zNFhcR%vRJ4qoi#Yv13;#tCM?k#PBSQZZ4qE0I=lf)pERI2rUdrt^SLPH)2Za^<wA$
z;bYTS0HwBIcGG{YKoMg_5tV_{3BRHw$U!B0I>P_Y<Adn4-j%wE^}08HY{ZO)gJ{wy
zb<pDHrqaEEYAEtj=k6M-tmN)Kw3nvlqND$>l?w3fAvS#Jr6*3*(V0bVj@virp?C}m
ztpgY|S9N~Z*7JZsq2*_V{F&6_z?Qy`?*u*ug`5Q|C<@kXCTHbp6e9M<cco457QV2e
z&_m7cfq5<{belK4Y=xYa`;I>3lvur~#a{Hna@me+TuH1n9=^s|xh3}$XPj#qm#?z;
zl$vg*u|!LSj|RmU5-R_Fy<Eu|sf#!zEnK>?RRx^6-E<JEg82L0oj_p?W^v~BGSjSH
zqW83&)}`0q_bfkiN-U^ior2jf;>;?o1eN-K^H8z88zamcKh4~rh9<P=irPNz!IsZL
z-{~ZC)Zg*QcWQ^V;BciINjx`TH)p}K2C~nyu*Q=EKAK;TW-haln#``kR?5-r{Y<Wg
z&Dt>08GhG%Z5Z=KF}^n8V)oSdi0JTWJl!}F<)`ni?~CGaJ5Ni{so<c|{Po26il1JN
zc_AnwtZZe4vy9oCrFSkkXpEd{lG(tc$MPluhnKUvn_@mF)Rhd9!fjj(OI88}OYqdD
zh2iW7@~TdNqdYijHlH!SnZfeu;E?+A4)%RE=V9|#glMrlPc~Wau>X2e5MGN~eNF^x
zI|s!t1qUr0J@(x(w@SvwCjy7Ceq0C&`NgL)PgG^rm+>dRz@j~hKM=uYA@9ExZ{<B1
z&z@-Da!y>|?`d!pt))vVFn>#wmH!N^balhKYz<{&6e~X$H?Sw8SnCA{`o-7rUKEQX
z&UaBPdoJhheWJIhu*vDFc6}>#Dg&9)Se=CDV`RxLiy!ZAoPVUhRGJ&!5Q=8cke5q{
zW)<={cbl(hMQSgT*TYQ8IVO04lPv0q`BV%`%!9$o$B5(p(zBhH?i;g`G>2Wtq%}by
zgLPik{gp#p;2DVmgXP4qZOF^biD4J=xYjm{z)2k@DBS2=jaeauQYqm462tuSQR~!L
zv00w1sGo1PF1V_uls&O***pYfaaG#pC>Uv~XKV9SoxAk@K}i&<CW&H~@;Pgpp>g7R
zOsR`+rgUCks-H%lZeL~sdEC!(xzt#81Igay`if2XqA+LTbp5+D$AkOQTGaqh$f##+
zc3cTsyJvwU5~eCrl)KGXWS{^!&uH4l)Nz~PP=akyYgq@WP)@#vpuzLeI#1%+%K1>H
z7z?|3DvGfvIy`Ltjq(=HQM{K*KFEn)V#zh>$1>rQsv^6U&}mMyldCbmzMI4n|KZH)
zz)VFvgd%?-%7-LzrEXcXwT&NCDTQz@nO0$x%-SvF%<SP+ib~01+?`_-cQU8t=1D?7
z6!O<iW|^xvGd);P5tPham*Sk{#wD{}>yewzbCBB(M*pWx%BUA!`_TpE(ibH&lNHE8
zWgJLm_G`G1iqF99Oy2a{Qk+c5W~&M@ai3AZ)#RQb*J94Sq)d})t*wJ_F6pLA`iS|t
zh*UOs>whiKPA=&8=Xye=n8RkSMJ1W3_&P}T!C#m|23zL8m@D&JT_l}Fp8p_JsPL}-
ztn_9s#O6<`2&OBpSZyht|0G3hu8IRiN3t5xxsk1I2t^)g(p4K2nlY3v8R=`&$L_tR
z`L&&-co!?8=}@_4D-bZ+4rCciIm_x%D1y56mkqf~&Q*?`DHegAr^o<>Zjt8Cu^TXV
zcHRJXV<Fe>e`p`keC|TS{BW*}foy02*Z9Zve{P_cgIM-53=_Zmg}lsMKV1yqO9E_9
z&YE;;vk;(!ZrwJWJzGX~mX1YgsO|p$=MF4%+Ni<e^5gx{s_x33j^@9$n%$qfw$#bA
zd$`<cQcwRMoT`{khIai|chQajQV;qcLd(ywQ!qsFC27Y#%OR}wDzuK|5<*V5A>u;j
z4jtvb8>vwjG$#DtW8HsJs3;}=wH>uXqNLZq2aO*+sCeuA=g#qSh980U_r4+oBVp2R
za56*qiZ}CTGYMl}7qvJy*y8lMf%oj)IrQjAc%S3H`HtX6l3jk(x)_}hXV$3MkwQ$3
zepaXh^_6W<s4Q4U+{jS(vRZXoh>*e~x8mLW|I6X|7w-^^RJ?bbgtmC(nK}HPiT#uk
zrkuukrKnw->huI$cxg0q(YkQ|-A2cjXt;`Z{+}ZQ{-i1mng8x`KccQwzR)m|&uIBD
zd$f>i>ih5Gl_E==((IY(y7$9S{mMdXcsSQWY8Fe}#5u7Q8#rB?nqV_Q1#4|BQMlPA
zV80NLJ!q<3FN>Ynz*T2A3OMVM&A^7|HJO{USow`yW8H(ewiR5Ivk7M>HgWc>-A1mA
zz^p4Uv#gDrE%$CHd$ti_<NHvizlp1^E8NWq`6|gbc75>7mu?5R^Zhbe1NRz&2Eq!b
zsHnNpon>$0oJHB<4Xw6p_G%GVQ>#qox{YfMs}I@6t*AI>xagCsaHK*qHl!vW@Hy*l
zCQPw$+o9OX0=8qdB|bDhAsTmMJp=42RoHcI477k1oPF>%4lmx{C68+UZSBHJg9ZJB
z$))hxiv{_~n-Ss-=Cy0vXBW6{t*wK*b9Xm-RYVW(xRpV{(HrY6_SEZpPeZZHW^=Y<
z(p+8Q*m*a1aoKXs-fKAONfhtaN7m<0T02NXX`9WSAg@g*IH=3bTapp;OuzCe4M$2g
zv)=*fBP9-fQ{NgJlz$!3aLfRO?kx_KXvdm9=(|fpS)R?}Deo?cW0&GtGslOVzlP(S
zM7caHs;S%5OFK1`N7-x(^4ffpIKnKx7#Q1`z0+`%8OdIdbjOiW`R_9A1}_Mntl_8w
z3Qefys9ZOlei+_WLkSqke0L&mBsl2#yJ5M;59cgT+ppnBmna2IqkAOzRhgxs<c?%x
zk=JGsIOwU~$$S&rJyjnDXgDr*W;=G`1~qNG7#cR4S(NE9Vfs)VB~}E41%=%4%xD+N
z{|6j)kkNj|vuFN!C%<Vpj(|eT1$rr`BI1s{<}{Q?<5_p)wK13==Jk1z9$;iL@}!2N
z>I62Cq_+e|MacLNGCjj{)}ikjj=rFf^m`2|>%VQ(c#noMW&*oLc?-Z%2^^EMY`SEm
zy{)R@I4<SwaBX}3$TwNm8p_iNtmbZLrZ-VsYOx&@pu9WyY^H{z;zZU991(sJM^4hr
zDpzw_7-~3%O%-RTCEBL<PptN=A*b|lb{Bf_Oi-+#QPf4h)xl0acQur?pxA?Q;K;E@
z*6l*Dyia*p-Z9Ri;u+9PLEC{KOzTnd8;>T+yP(jFcL<xg7fawXnJE5d&gGO<Z4c?A
zdtxz*?w;4O<9j)CPrSsWH~=Q<{#JUODygcb{RJj0_mO&MK%w{-neniHQkR=pS3|#d
zXW#a6mi6$8s4Km~B=+Fs*0I688VwyG<aMXM{SFjb*XcUaVNmUL@AisPy`8-k{4`d6
zA7|OdVVdaUZ!T3d&tGzz-d+@51I4@lor_!|_Qng%$U_n1z(dbvsVlG1Y7s5^yLqwb
zeVmt4e4|R~&5TZPR&8)wTEyctX+5<WBvGwrPOr4B&E!RIAPEMhIt773apV5-fw`S-
z^}{U-jONa4_T!0!2dlN8tHni4V~P7Q(5JFd`?2)hm2IWN2=<Z=6Pe!u*nXW<K>Wwr
zAKJtOssu6Kw0wo#tB&Fxedjdhx(7l|u$|y%dqO!AR{kJYlCzl3svpFvgZ*?Cau5vF
zSpS2N>%j^RLaxPhvC-EYR8MNydl`*g(p`Hsb{z~}#WNJ~3K`wE){<W#Q^m{_Wgi?j
z*r*(Lb^tA;!n)*UEc6goCe2y;A-r=}a*nu~<Fd$i$Gs6@L!blL$api^Z7?WJncHEo
zH)P5qSjFvmm{aM}O6^vrMzTdQ7VdSJGb?SPY@09Me3YBVjvYqz1tF3wD>gh9PdMA*
zKk;ojE36Kyj=-AM^O^S%uC>%O=Je*}X*L@a<$YFog!3rc-Gql&F@KBhcB<69u=L4J
zJH^`6M!k#e8f?NrPGwcRH$FVV4dd=CV(~}u>{4p)7mL^yTylm>*o&i_Wozptq6a?t
z5O%d^S$$8zL4>HV7!+DldtBPys?^ZR?x09dUSgMu(ZAJ|tcvwZd~5*<O>Dgcho?GA
zWd%)RV~=sw4I&G~X#K}{Kn*9v11sej_HZxWZ;`sFs>m)X*i3jkw2j!|JZ%2d&Db+^
zb`A>Z@8_ca*mG2Cp)Ex(voV)$1s~bFP^vfPTSA}m_^*8m&(`s3p#@D4cNMUA2RL^Y
zaurX&Wk<9r(h-Fw_}Tf`qa)nVqTADwi(SfmkNs$77I>61FM(BN>_o7FeW9VF^a`<|
zkC``bu;5M11EJA`Qlt=|{=)!)FiHc&&k>w5TS6*5I>;^Dy*s*s8*XvrLB$Ic8i2Vg
z*@LHz^1wSLGNl73G^oUvf4%+eg-W$03d=vnnb-UGQRUas%0!t0ftC=+Oipmt5oe^U
z+{-PLt55bCsVVqBtAtSU1kz}<USfOoz}eMJ@XE)J5wOC)>ndo(E*!&?HsK|63pGVv
z%$%rW{r(zn@on^fsZ>z|Gj5j1w~KT+VcaRcpx?#$*7wBYBu_>0d498a3CRm6RM@mE
zzP`o#;vX7B{qGG@ysAUs<1}$g-V$7}oHKrj{z1=~-~t_r_SfH?qlC71*!_z#Y+NW8
zfJws3W1Nb82<6Igp0$`MJ{qXyqexB-PYO+rRIJ~dSZZb)^CTezdEhaQBD_yRY;;6u
zQtut3d#L<eHVG7AaZdCvANW@_+zyd{4X}wmaWg06mB1rBoB6j-8+?5JbTjq;@7E53
z_laLSv?}In2h@%BT`GsV?OEQxVHsuPbkvPrrUpgcU~*%J%=8r|i$BnNvv5u!s+6=^
zi?7I#ZN*yVdJ=Q+1GuJnm&c^=K|5#XVd}6MDKt|&gJUTio9zf;>E<=a^z=;;W+&Iz
zvJB+a`lv$qn!>}TcwwK`O+AIsYqVaJU1+)Y%83)-?m#9jOuPAD%Sz^X3Q=49P$LN8
zTHe?)VcK!yjGWfYL^%SvsX6BrikhwcSpL$)%sCq%1>Y4>+y4WKBRCGPv1{oU(_)xN
z@xs>!rwiGMQ+NhK=byn<23*-Kd|S<blk-*NqOT<kH!z*kT=kOH8^k%!)(tH2407T5
zwc;Ss$S%f>nqD@p|CFA5p;V%r+rZ*ZqjpcgVF8Z%`}C^@>F;01DXU|uMn7&N%L4}o
zdG*eKbKXXA9#DDj-$7MWG4x&mWFdwqwr*tYE`sAaI7r6^W(CpKD>_p1lBLkqB%SaT
zMlCuQ<Q1u#FaZ>~Ep57N5o<JLOHgLrog?wwhe{-C%qwIsE^(IZ#X!!SJwMCoGNW^x
zr%mt3_~e1{;fh|?0kvjzEQJ?J3m}3FASqx^1~0N;p(!?OVg6@fI^x=goW{u6Fd#Uf
z&A7?p`{6?2XSc8&mpO~T+KM~iF#*rxnDlIeI^J_d1u6F%P)tE-x$gUoYu#_qJ9tua
z>uwc|^!UMy89^?)TWgF|ZY$dcLwnQ&2aUa51})h7*8JLXP2N_ZIDq0gc-*vCgICil
zy`n)_>?KZRQ_WKJwHJGaB+fd2gcb<tI~l<*sppv4QA9i;DX`C`?6=tujV)#IUW!}H
z?h;;PAOrv2EADO+Eh+R0b9F5bMR6UYwz!uo^lbM$e^J*1gS(>$;o%nb^YGBP(1^${
zal5~^={BGzD7YPjR)1IqDymaqO^bTfz|gq3=;Rc|E4K2S^<W1vSPHL<NR3p!wxaS*
zafvbH;tS`tdDf%E`cfrDzctg-c$9^X?5h?!wH1;K{B1Gg6L7Z6=dj==Ig;8NJ+C-N
z^7@1G6z4Kt#k!2U;`i@3LiD9uQ1MeXPO6E}bj80$Bk6AUXWfO5q^xX?zy)d6IPm4V
z3zz-2WWa2A)dt;9?#$>VUW%fF!mq{^3%00LyBL!Zf6+aLD565rhcR*k)cJEC{kPCj
z)xZQkDZJ^)Os8@x>2))82}EKVS_~5E?R(UI1|FZ`n-5`~rT73|T$6efQ(JGW{&v_e
zPI}+Bp77l5PQ^ZwQ`Sax<3OVBANzj2r|+wVm;uXC@83d_nVvW1bDB`+@rO|Z(cS0@
zXQ@6X#sAWinshK7exaFA8m3N|JO4H^kRGmBeHjA{X_PfxHT3n)3Wu?@k6~Ph^HV{g
zMgJ<#0&VPW9+ltF^1=7beL~}6F{&KDo#oovqWcBp@q#;fpywAqD~gDYilU+D!GN?g
z<64ih7L;>kqpxt*9jN^WB}5Qe;pBb$akIv1y6c9A($}J^polFL$uS$X|3t$*WkI1g
z!jR_}DD+uGkBAoM7b!kgmnj~K2m9HzE1ZRmyCN+*C6eS;)rmG~X7Fi%ner`i(a^?B
zu5#9Dd4K5AEzG8kf5g++fI{iLB6&CID<Q6dt7~k;_eRi2c;D&&qU*1p;0mkiwQG?B
z$$L?oRIJ~qe~H(4{U!r(kM66z4~i~qZq%Y{c%Soi1m$X>uhNRWN<9>08neoKG!1<)
zXi5d4{zBswxyUZug%-KUE>JA9MZ4Uen(`{&@7-o$u~(oJx$N%Ytj1_m<hr|%sV&6O
zx|wUk89fX2jIp{aR0?^DT!|O*q)2&kbe8q$X<BE1CQngo^J>@#;)-0H7bwdi&I~G8
ze){AVc*r|aBd*BhdLd7d%k=`~ktD5pnW`SjF}L$|)IVxe<O;r!smw@Gg~@fFRE!xn
zBS)h`k!$)wo+8)u1xf&<(F`xp_e2dFTeayTjkqG0`GrhHF7peNTuEG9uX*3k<!;2c
zp>h+M9uf<3HyzUP=BB_f4MppbfRW~z0EuHgu5#t<X<A}`QoJ|ls$9FJ#qLRU;g^Ut
zbZ>yk-f}Ft*c3h7dLST)12tX)5~r6m{beTCIGul=LH;`j8+;8@d~fEkh%0M=w=59L
z=+PX#PFn8Q{z+pBy?6Tg8fRPT0`1?6--RkXt9YFYb~uk0l4z-&ee-A-x3X24bs$n0
zmA4@{&!%7J>>QMcGn9NeIDJ8<0(+~{xTYZ~t6Z?rcQemxmh9qn&adn1sbcbQAFm_I
z0Y=|aLZjpQN5@Ar>vqcVS&day{<XAUw9&6Bs=MbibHBkYV!g)kW`!SaaF>)yyifjw
zb6`DhbEOKu-{P|DV2)fX9w|L}y~4#D@2iJ5Btj=3Wr6{3$jl7*t}MxscPQL$z_0h@
zV3Gd5yc+YUevSDG%*v0CW)o)e?o8Q^ugvTk@&;^?A8*6c`?mZ1_?o)H2a}BHLm=M}
zELHq@6ESZWf8LXsrb9}vJiZh=@6W4rgqLgI`SYQiw<qi8$X8_c4S9X``6gGAjc>r8
zCDxK8!<~gU<eU8{up)cm$2&2IOkvxb@Ffe^HslkGscs>>8Jio(muBvPycJs&$k$}?
zo%s?hJ`j3b4dmU}_zs|UqRUx9yfG2*es5=9hdt=Pmtl>9_%1&#@34$O-jqEG=k2im
zF31)*w|C{Iu*9ys9{Ui)+cOIf{Abb`5}SA6E!et_yepOBNN3eqhi<&Jn1=Fd(wQ5(
z76_H*hJkrv2yZTy=hqSTH|fZaA%$(&x-h;aYn&-dzT1(vR=Tb4#K$Yyrp~-2$#GyU
zyYQt8zjx;QE7_cGyd|2Ol$_cfMmyV$ZzC2P*j+AXNOwL>Ov9N0tJ#B(6fZMx;y!F&
z556q3Fpx_$2;nU&yE~`!9u$JlU<cR_9&8_itv#d@ANhp#(FhIV>$0{tIYX8j!mC6r
zx?ss4d6{ERzC5!F=kcXX2&y%&J70r+4?z=52uB57!ud+1f;~B;GahG;@5#3+K?P!h
zC%RF15MQnEO;5grl9`s~D-_y>@}-q*wVs$qk2!?Gs*_*fF?)+JI8fIJ-kWoCW4RG%
zg|LTM<4L{8nJK+kXnVL`Koit^_dVPaq?U$&&-d^+VNFL6n%w8ibbUzU!krQPK@$#7
z+s35wovPuvkQcmLs6Ku4?<y_6+1K+T9mAsIT~d;hBa_ltgGRh9iygyTm%uB|Lfr@V
z=j-STQ&qA=!YEjxTN=FKN`GGE5uT6~=`SvxxQK_OaQQkhF12@byi;s+ihrNfzM=6^
z$u98;5s~bBf8M=}f6Bnb$YdA#gBVW9;e8_ehBCJSd<*739PQk0Fns!-0eorm_|TNp
zq|i90@PxjJp-GVmi7C+u@$CB~-mb9HKz<Zo_;N7sqXWOLp2c@$+&~!Ndls+D7G=Q&
zab_xZR`;QNd1G1&KougBlOn@YlakrZR%pufp<pb0hgTSHDS7)s-C?{t$8Om2dUjf>
zxj1Pn>Lfg_W2?M)`>A^90!DSwhdR~ejRX;_{|G4GWCS|WZBhr99jj~CAHv8CPFTXh
zqeRl^hk0O4K`Sfmlt^SCGgAgcFh|H7Fam|42oIJxir2Go(O4S1nhWG`XQ92}oX1D-
zx+Ww<OO`9k?*v&S!4TC0B_`PkPmFvt>8wOHUry;>XqU}rb3ABlaSk8C!g|9+tBv9-
z!PNzQAR~z_?a!Ari%xb*3{C0d6dj)&9TAxlIUvO;g<WgK+pz}&_<C&FV7@W4$b$FO
zc0gykG76z3BMS<mfhx0yA34?3Y=q7;Blz~LWIHquX~#z7@KxBNPV(jL9DXci4P_>2
zygm82TN;GrrlRM!8;huso5nX}chdM^$^We=S%-D%k1}qx;#FuhJ?1)^_aeGr1T?rV
zr5LgqqxtebC*K&&+oGZqtzay>F}#hgu%^Uv#_*GWW<-8d)?qAf@msPXn>&^_k%gQb
z%h#d7%#MaEdsg}xXTkh4VT8PCd|4hVCZf+4VgO_v$MH3kJ}k5q;^fA0eC<Mm@q7-C
z;4~?hAFC(yXK(hs0ql#=qhHuy691Wph}z6=Dj#4*cSZ0oObXEDox&nhLg5gl7+<rw
ze^_W(WSk2YtRj;_QxcM->u_?+sHD)ok>LsPX^}}OPRR+WN#T)BeM1xdL;EHsCMCo~
zhNrkBp}!_3M#uMNPo^Sp4V(>C8<j#MB+h|n4w}t-^0+%^t7h{7lvGbpslhaiCTHis
zn%?Z>3k>K7Ch&G<v`jAR=;7+>>gMg^!yH<mu^UW;gYzE|6JO|{c`i-l%VP-N`2`79
zxx5R^f>3JDvL^73NEf=}96ph)9fPiy#b8fC8T;AjqCT_uYKD?E#Hupa*$6bU&X#QZ
zWH?U5Uwj2Y)%J5RFe7JmS@HVN89k{2J3a^g=`fwQLc+^u`0Eu&&|?WRg#?*Hj}=bg
z%W7rOV=0q))1MMn{KdP-(yOo=(=hPWW?9qt&dhu+--MY><AWG@^h~H{_KA#3j7&;K
z<Z+j#KIa)<pDkpVQwX)}GZ#kCsHn#l=fWq>Ayp{jrY=lhIS&nlzUv^wH+HQSUlto(
zG0>_Tq6{G@x#Ll+D|<N$Ou2emJwccxx#q)^{qlG#9o)%!u<?0(-BMB<r#oe~Wgf4x
z^-l?nPfiI9k9A3lPD)8d?2d|#i*!m#NKJ`MW_R-VDn`Ebg>Op8dwuH*?puvPwj+m$
znn`ICO%o>PBC<ovB2t}%IdA8DzF8UE>5?-=U`@`2{<u@$7<Tg|XJd~WX5_{HPU3ws
zG4+l_Y)XcoM@9E$4j5xSwNt>ZeTjUuOAN9}f2_+XF}64L3PFCwUlOUweobN%8X^4L
zkKoO1apOUfFiwW0M#n|CBqT=0hb2cig(mgI3^FtpLGgVQx`~GvU61$X^(*|u1Mxpy
zQ=r#kW`1a7?c9{0$8vjPTBBjBrgg5*dPgDnx%T1Beo9T~BTO2FAWv$rjeUOBi&c-p
zG`Ms$U*@NLLU{qv7(6uP>5E#hB2%yboNB_V#qj1oWsZ*drQ}t=CVY(fseULg_SXb5
z!<g7#B%_ig*s0iGs%{#GF0HM7@UIC%CFjPWqieGXskeVkb?7Td6YgVn=JVxB&~qpF
z0JERRmt(r~_<n}eh0w5caH_>}8}Sv5g+(i*2}dWy(`Q^o>Seyd%#kJ^KjlJbXhefO
tMI?v$d~F1j+_?y3IrF8k)*uhl$*c2u+aEp6b^&jW+a1y*ccF6H{{v}Tf#m=I

delta 51042
zcmeFa2T)Yq)-BrI&_aut5n4qsARrk-6C?@<Dh3oVAvsEtB%lbGQ88_GW5$4hiXtXJ
zF$WBo6DsDMvtqns_TKH+|Ed2!@4i>B>Q>!4T@J>YW34sUTygJi*zN6aEzX~6zR=vb
z-GZe4VV{m!m49k=*|F`62c6%q+qZtq&#b$b-&{)DzCzn+ql$oDu8aKjva9Vyazh}9
zNJ@xL36BrUObC-JPRM8@5ab+!r2(!*Ep2dbRe_*6I5asqJULV#*bSY^^#V)48NqR}
z<e&(4OV})!$|oiyr=X6&wuwNX340jyrrAiu2gfHwqs=_NU{ZK;LTp;N;Ha8Fpojb_
za8vLWFgc0}PEME@FA)4v=Ntv{`H9gH8PxDV*lkg6lA>WSbs(JQ=w!3V*n|+lZ#a!3
z$77H|oP$ynS%2QvXvXy@Bq=yFJXs)^3Y*H+f+>*pC`>(e;L9sUzyvnwap6gk;no6y
zqG4U;zEE3w2UTgj*0vA`;3(%M82@rKnN}jb&U-Or<U6C4K!ATa!SNY!!6~6p$*G}9
z!O7u*mCP`awpS(`P?u7o!sDseA-o+2rXI{`&DECo6GP&lB@ncOZU&|~`3|P~Z<!q;
z?d)7+Q3N9}y;M6fI3>z#e0W9|zEm$AzCY3N(TTyy$x`UlzZcM{o|BY|xh1dPfK9EO
z0h7OD?YZ(Sn8q)m1IJ;oF#_2+f{xtM`iu+;%ZTUa(8+;~E?43I!BI|PCoYhG^^=R?
zpnzk*w1nSbS)qxX>tHEb%-O2XWgKBHs_11~Vdc{t7=fu;Qh0D^3Pv%x3pZn;uDm<g
zl&_6)G*>sFQ~0OB)c@peT-a4S{{bU{oRp+qec(<I0-NgDAx-sKcbEIO&bes7IWB=f
z0~Qw@7j707B3KTa20Ye~3otl2BR+I|bczPEPF36Gqfj8gjO2vICa0788?dRDAw9To
zE`urm1eiv(8cYk&4UB=yv18t=YD@LaxZDIVh8@8sq((*w1P_?bV#Dl}rkt;d7Tki$
zoEVM8iL|AFCNZa*l|Y~m-U_C!wg6*Q<lI3%k~t^96oX?=ZjXv!(_S41zZA<`_{AE|
zxeul(SitMQd&%o%=S=J^5MX$7;=wfbe=w3*MmbZ!SjIVzz|`s8U~2d@nDUo^JA)&^
zv;+o&u{?7oV(=+&KQQIn@pe}*m21ZHTU#0q#-mB=Y*$pJSVJAS5YiDN6<y~j5MY9G
za=_#&6ig%N2*!lwbOO`Zd_g@Ua182EA5~nra&KL@vA6`A^vkd*wEbZ6zZ#4Mo1NqA
z#`UoZOoJC1nvfcg1!{qbq;+(_og2gjV6scV?Z7L*<hV1+5nK1?CbNYnm;VDc`TGE-
zu?<N`hz-G^bBEV!!R-Y0f}DeVfvsSgt!45I96Mkd8ErJs6f7Iat)-t}YVbL;NKHHY
zIxJcnzTRA^nXsvU$9cU1OkP)mX$tQR=4xL9lh^nm+!|_vR$9RxI+SBKFtz>?O!e)-
z)Qu&>xca?)<eZ&jf&@8g4<-ki!?|ts2L);EJOR_%P;8KYZCEj`GkM2Ge1na~TzBt-
zX_0&QapQRnwg&84aC1SnAP4gxk93Vc7XU7cDH)030)N=FGu^<{15+?L${NK5cnM5;
zG?*r8+GwtR8`xCOA50@VZVbo!!SdY(T?$<v+$kH03PeIHVxv4FK~8!A=lF<_(?^Ws
z9D9OkNbSHhfd*ijlDt4Jpd_$1>@w6NeSHuY*mBquU~DkwHvrrM_F!-}CF(-BGiMi=
zB0C<+HMooCVlee+C71$O1g0qqO-L9Y9WD?Qq8>F6mqcfyK=2Wuo<9V)1lL7y{?5Us
zz!D<4@_WKD{xl@|IJC%dESManrbNeLRs_b;T*ZxG3bYYSa~GMA7)JR?F<fA$!4l|)
zd5%a(GQ(veDtkOvekJNrep`5@Da!*>yP{Z(KSi1fff}BHf;1J+<G6#W18f@VCSZ#E
zJ0ECtd{lT+bV~9D^oSfT<as_ug8V5)$Tg7*U<z~^i6n3{aB6&5bSQjI&Bol&oSjYL
zZm;seGzIR^DWHcFxMOD%bUMz?q;SVpDs1Wjo5~$;fv_oXFP_yVa)G~1<H}v<`49Y2
zdq-eXhqAXK(GH0d>0E?eGq@hK2DgGPgTvO~cHqw7;h6$K7w`o*qMpYgP;wMHi5sy|
zeBkDjxxlr+)FCtI6tE6oUWMcAoF|w^I+z`%a6PUEljAf@4b62*a%?n4O>hu4O+^Hl
zhH@B~8dk~W=JtCI$9B-Ehv(pj>MKS{F+w|`)49TeJJSAF^h_}{Y0)W|P24CZhonZw
zh6%>a<Q#f}X{4-q?#Oc!p5M>l0%`!$)ScpaH_z*M&gVIU7{TU*^TIHm9l<mLCOqr#
zEav&+bZ$!S^L(D?8lJcCoRkn7n~DYaWj;5;H^FoXtKsd9;B1<knMia3hk(0*UBUX`
zZoDo8cZGd7pPTzbU_IFDc%BBP`eD5738se3z%<lXF`BfNVwQ4#hk>cx@Z{L+Xu4L8
zFW?T8V4j;U=jJ#zJT0E4LI9f%oY#E*SFi+jSa^7%S#+}C6CBd{@UQp6E-Sfuz9>)I
z&Jt_@?gDNO)-J&K(;|tEj88}k$J?&x_%Jh!ndNFuH{dzZEH)uDI0dc6M#n{`2n^P6
z`D$=Pi*XNZ3J~|{*iQn1=~^y7A~rZBB|J><jpYIiPo|?S8Eb1oYIstHARwxcs~Db~
zm=ulx9-|=5{SD~U!{E?_BpQNx=+uKh>p1=I-9}V!EDkxrvGrV!@OI1$jYbB?$m0+!
z+Q4ngEM{E`?d;?5LQAt4OcRER@~~Oh)Q$QguJxE?Gx;0G;H1dJ;H2d6I_T88N-@V@
zHgV_fBG?oqy|W2Mx2Ey_N0jh;a~VI;TzlC$itY&@&`PsK0a{7Vz&ga3NNVT|A6RmD
zTv|9zo{`Achu#rPhlMT5QTe-I<p2<;e8tTJ(+W!klfOyZX#BC+6Oo_^4+B%iK%Vz*
z=QcOqL<h$PhlOv3t%>|)U>dPtI3h0H!RaiRj>RPv+~F_;O#UY9<n$q6IwpI8X$wq2
zemg9-oG40w$AGDU1UNDRJAx@NMUP{W6X>p55E&j%?<)j%_i&CcfN7~KhWs#Z`+!?P
ze_qK=WhlQe6bpqGNOp4+P^^&u>1|yo9MM{c;XY6h?1WAAmVjxhO!sp=Y6+%Io(#P+
zSn<9zBRDoTIyps<P{XaU0B~#MJM0kz$`9<9ySXLlg&ucD#xV4f8pH`BKe*=|;_|T}
zQc|MBlTzaoV^bre<Ch)g@@Ii*1SX&y4XqED0<$}`)3vRis`~IdV;+ua$kEtYpi`*I
zIP2P|-*Y(h!g1M%T{{bOXA9NKyi@Yt^*-6aIP2-?3qL2R&HCnitNrd%O(xY2`?c6$
z*`BLjF8-y%CWN}T_%e&h(KAwC(>(U#>;d~0GbMVKI_o!vC7#%q-uhPR2Dd-8y{89H
zKRU2DDX<-LLvJW!qwnc_rv1Ba30iEi!qxRsy@xfuwtS!dq^15+wN|3y-J#A$o1ZIH
zI8t~wQjKoeU-CVDXQlp7p?>Yzb1&Kt9cLa<?^NMyX7jjeM9!q`Ela-n*55a2tv4`}
z(diPU-gfTI2fk;I7cn_qN*K$oI?T|n&MiOP?5ee{^r4fT)xZ($bMJ0tZgfplf4VJW
zk^h4UUzy5o`s!;9a!gHTgoiLUx*0Jo4QivbydL{$F7EcwE-7T3gU*(TLG6dgR{3ev
zy?nM}#c+$GgW7+KdtExP%N+9qmFBM2MweWN_zv;TXATV5{pa4DvG;rrPB6UnDtkcN
z^AB?^2elh}WB$4d-(Okhecg|ShSnK=Ok!?FRcnsCb(*o%)(LtUGij#8uFu++J_8(I
zKJt0l|3R#KkHdSbMrCfS`K)zkTf!8^y}r0d-MIR9=7S5{=k=PLU+`ga#hrJ@vJzKa
zKYRHDTYjzm<jx;nZV4}1b7}3K6CK<9Uj4j<jv(T|vDXVH+-AzV>(~s~z1jBIp*ceW
z!o02*3mSXe9%t!OVN#VpUOU52>qxozXyLB?UPl+(7l*%I<W~QEl;Innj(Yd&HZU!X
zqBMO(c>9JGr9vx`$(>-rBpRs;bD1h5C*dom5kK!Tw#H7veoTh3lX#J;K+ub+v9p&P
zM`|$YsWQ37GD#b;K!EqFIV#NI={8J84<}(3Q`N&sasav;^d`*V9x{=r31esCDDh~5
zj{qSGNfgdzs!W`OmzYKqCs7kM#?I7Hn8IY3I!PX=;Tpvivy+KE)dhmSOpTGfa5`ga
z<|H`<yBBgr^7fnJVB}o7Aeuq2`YLLo0b6q?NhP$Q&{P>=iH$0*UvAV5@gSre<sF(s
zDHLcz4u!Q$hJ}+zU4yB%aFn>=up)n|%wZFmBp(*FB_d0Bp2@Iu61HWkES)5SaVk<w
zDon10OfnA^)ly>)!@35GMnWw2(G|xbjTiFlWWoTZ(aK4(oYzE*i>XX_naQwr5}Gkp
z)=rXOoJka#m_hG^YZ=>~PQv$027Y#9s_=6()7aBVvIPf)GfHv8`kl$><s@`ws_-+L
zX~fUtjBRfx;V(){dgJ({Xyk2)=fE1kIGEcDuQ0ZKoP<4@4E)^ARQ16}v2B>|eH?{-
z7+aZ>WCkwR6o`-!_LfP`!|DSIlWr-Kh;hl_@?6Yil76sgkT7HxGT{s+!-f`8m5q~R
zxRyXLLhj>me;aieo^lsdN!*TefjP>xQRfXc`Cx8_WsQQ|bl?7KVfZA?wFLqXc^(aB
zFjHmcB-sGXM(&u}zs1<vI|&__40|U@I<BRZqeg=%DThT9Az=>pl8GB(c`y#)eT7mc
z)7Vk62-j6^S?AizgwL49zD|-J?Kw?dzVP1gmV6>5J#j|Ulw-MLp=9tDH|4uw(ez-$
zpe5~&0)d}=-NhkA<EBnaL9&InR2dA2_zNso#-VRtCd0`|G6i=76pcD95J@GhzOc{_
zSf6+cEw8sx@5D7FUoVm=uxPFYwA~~}U{P}tMrbV)3G^5{7e|RBt|{c1o2_)F%Ed{d
zp)U~lKoc^#*rfrCt*evdD6|34RODl)iAy1kyO42lkqO5!jVQ4InmMQSkx6QJOH5<c
z>?JJuq7w)N%%L8pbkayHx(M*W4nBgEFQRN%Jr$O)g2`}0Ah=la!C`vcnMP=I0i{5&
z)-h<0VNsv3BT=F&Q|0a?&gzEYVH{-klB1MDE~WuxTNwxhgJ5CNVu}J_S;7*~A`|8_
zjUG<In~ZILCt)Whqra0Ru)A{G6-*;?-ZHkHPLl41iq7X^@n^!Ku5s}kfJI9TUfpEE
zFO031lOz;3KGYH>cB@Rxkj2zkAUdQ*%FDXQWRecXTq$`^Bm-fMLLTN3gPGKW+bdi@
zUc#b!+*0dj!fiKL=;I7nw#ehop#!kOV9BRR(#4b;4NNsHH&`;{X)waRHtH~FkKqKw
zfn{c<*uj`P$vjvg$m6QLfkg)$!o-s5f(hqW_EZ~n7?g#!QEeG-p=~VE)4YXEj0S$g
zq7mV?v^g$9Ua&NnTz?yN7<5L+k0*&WO7X4rlu06B1<CW!0kNBvKoG@b8QV(^AVm|)
zUl7m{TD{yrj)gUcvoPsTVA0TV-hHs%hW;(Np0~Juet<;-2@5ToAc(<oi#n45i>4fV
z0agtx7g!qdVQq)IS*`_IWGi6BBae$ky^qq8l1MT7W4Sz(OocV#Z^=`z#{IPnZIpYI
z0gJDPX}k(6=5I+SgzWd%S_*5l+!BtlQO8F5J9v_hu>PqQfNl6sUJa~&oV39P`p1ff
zMT<e+A>kP&!_P_b3mVoB4XUwBWbD9v_j44+GPeFs;z9?-S$7h<G=(dKF|&74ZoUW>
z=aj}%4GSviZ^;Z;QGc!bu+kNlcoc?Rel3^iyDB`;(w++IpLx9pi<>Q)$!`6WyE+}#
zKb^Y?i*7s6In2lyRH8Y+EEn0R!yuR34%Bu3yDU*~7%V!2xE**A7A+O-l+nW}NxKYI
zPnp;c)(H90zZoeCidz_Oc#FHEa_!IUc5X8ocq$eK?Wzn|6bJHp$i$~$*~!lm6>K1^
z1nv|P+rt_vzsZ@46xZTir06W=Iwu|QH_BczNhB<8@zL(w2Mgnjl4SjWg$d^FS0ru&
zxuXFWO$=sJ>^i;|7>B{IsOQ`mt%8M}LG^G@T!2OKp@*>4y#)gN!>=DHFAzy;fg7=v
zu!g{r-^++!z#1eUu|9B3-nonAbR=n$!$Qk%U{M^n*dStSR40F2$(gW5!s52|9a!iP
zKkmU8O0p0!yljC*{YKwl{f0&DVO5vdFjZkrlJ&#5R^SQw{m}eBeV+x3+T=#}C@j7e
zl<YWMag*Y*+(sP+zq3tb;zO`TQ};yeM=;e9j*=0W27a_LG7Di*>=+qbqn<Gtkxn9g
zU#2?JQ8Lb#3lGODZlAWo!ZN2R!y<VDi>k@*55%Lfz~zfUvKc8_sNBWj87%4m*WECG
zZh7Ehj4L{B0HdA6pP=<&9QxQxdcYkv2OZHaHtH~FWVrd-2a6g*)7H3Hj8eWfK88gl
zaW%A&NqXWeqP5G7(GpnX67!4|cpVnq3&<^T>oGLz)NmrDpmWFY6<AzbI4H!XV`=al
zBKoQ#5k{jZe8FVIISK8UD*T+wG{!k;-VDGm=gF}E%MoKGf0Lsbjwzrso7A3+i%hOc
zHbJEYfcqXSqbIOvd@#bjW#S%z*p!UJ1bfluK*nx@qxcB~KjxQ}z2>MO?)oK$GaIaE
zu8BiXv5|BBiz-xOsuG>VTY?1wccv!MUi2=Q$(-OQ>J!4)B{@o7hH%G`{9Z!r5=s;2
zkYq2uh7|77W%eTdFvc#~Q4$o!4VOTEH@*@U#f>R&lZkGHG2c-{JDl5p@*<*v;Y?<V
zqgWh4qfldFFR?|6239_a;u)|!<=gBIQrwmhM%buFa(zHN!{i1{AI?L(1GtPV+QQs5
z&=f~BMSyn)y=0=CD5g5iQFJPb`3|y+X6z<9ig!k1WymkrsxjO$ln=Am6&CJ?Ozg$k
zNVzguHujRsNZHBV(L`vDS6H;v`@^z9o`Av-%^A<wWjKm!sR+GA6dT53$<efk*C91h
z-e4nA)K_j;-Q#Fjvz+Y3OOe9iXk;%@iRZ4V@)D9jSUAP0d>@%;V?2{N$x-qZBG*Oi
zMTsndivnvI=U@UXTFcyER47}b&k0QRWJi&ABJ+K+qa-g;(RW-cB`0Cw2&X0HB9pY3
zz_oy$8Oy{&VD)CQ`rAvUBgKVJb)?CPQ0Zcs3X9)UxbPi^<-z$wo<@pdHBrf6SQu7n
zYm<#S3@mRlkmZ&7_bh=`2@7i%dAUPv)YG`-fT2LIL;kUFI%!S(J1?j<1QzXe&gJTV
zEVKrL?*IzQ(iNRP+}lPKMt{13iLRwHcGDasy)y&?+z!z6X2?V-8BFywNAV7bcr!Gk
zuR0Q3Z1T=$a#ww>$?LG({sz!tlA;wF+ALUfx!_8khxN}e4VbJvOogy$K)I6dVExl6
z$1Kh#COy?goi|VrtMV}{{$#=&4V%I>AipD$yn;neMDop=o2|S8Ucj=J=jBeol_E#E
z3qi2B)j=m~2`uUYe4<0ma=Ed`mba0KJ;;)8>l~zTuG3NAClg<T<tX1#ZKo<aBA-WC
z15gUFBigO7aG~M5ESRPk4l3yfiyLsV_Q2vd5-iQ>++94bx+$2d>5Sc6M{(**G{iW}
zwHF^n3WqpSEoLcFWB#U!|E4}7g~JWy9A=}#^3;sKsk*-@tvp3;z~5BS-_+~BsorxG
z<+6~%dwPoHZ%Q&(p$++)T8fmLyj=a?l<qu*7W_9=q)3Ur&138qIf~mX5D3OF4vXx?
z@kou5r%wLWx-1k3hRd~7qyprrOGrh_Q}&Alf?#=S6;fPoBT|uaEod=*Gbc|SM=DUB
z>c%Ki(~#n7-21CJEm1^JfRsPgki12T<{2LwV2#dMDiGk#fVb8y<IZ+@p2&)2s*4>Z
zsRi8ahx`Kr;SR=jnUkdba&8%7`QmMA2rNrDK?y9%#jyIyEnImd=XeXt3il9AnGDuR
z;<keOqzJbFPBL*OEL;TK>?MbgvO`TAnRwIieFc+Q;3yfmQsIv7ux7z>MiIPko+T5X
zgq6fyx>j+!gu9K&g5}7C;DmcuSiN9jO(MLvu=>a?dRt(>nk&iO31;vXch|lbmd)Ri
zZ(&hA?mV|#qiBH+op@NZE4jPNL$Lb7lHU^we=?0Log}igTzT&PC>0jx3m=t<x4^=Z
z#GTE1UdK+wUNS7?N^u{rMZzMlc=wNa+W@OKtfunA`aUc=O}JiItmB4J-e2K7CS#40
z<RCO>lu&1cJ#5t1a|Ps|DoI>n4gFhrF)TWKkcVU75-c}Z+zorX4cvgpn-LCXstWNj
zBebz7fg=b5p|+9p#jON?STyh`Z!Htgg=NFkSmHwtq+FomJV#eli?}6-%gG2EVUc{z
z<wK)zxxsz~i@GPj<&}7D;)VqgqQxn&Xp*=a$UU(5dhpz$Sg}~>vw<P7T;+>p1ycMv
zgNG}yWbn{j{$5?9gu8LWEz&ZXBpMcN7EA~h(oQ}PA4odLBtK!%;fuE~Sm)8DiWu?P
zpkyzs0OWC-tnFrO`oC5rEV`56^0vaFh`CF~H(1;x3s=cRE?XG8t=NEDl=tXqSVR6+
zmu^*ZCLRaNPQH~2kfKhtU=F9@qghyiu+XVFG9$M#fdID;^1D!>;GdT{^mfoimvX;6
zZ&TfmDJ+)?w=vb*93^wMVTsBe(5koqi?$cW!Bi${zMaY3?kMuz&Qx!Al+<lkzHsy?
z=Vk{phY$Qi%9+e^M^RBZQ(f*T`GP!8xfg5#(TN?5-3~{Qq=Lx=ZK+_YLEkHw?>ihN
z({^%~7|gMqOmu!HlUd;?>b;Ap2IcQ!zJqS<V(fN0iXC=i{Fq-m?8O;KB{5kQ_L|~7
zTnuXHsZ?<*F8K|W)+V+(KCrXi`}dNId)2VLOlGyCWF5poC?aoG{2G=sxt5q!at<{Z
zmn4~HI4qh#&b^h92~&Phq6*QCS{FAWg&Wukdx?G3-!@WYk~mnj>#*waR;LD*8!T*D
zyoDE5qXGGyw=GgM(%1(sGR=vwT&WIvBEjC_-l0@Mr8R>U)JG=%Ol2s{X3qQg_E1{!
z`KmYxq9bK%mLnB}YRbbRQQa@UKStbZks2)@zec3O{!2m242gP;;*6ntfRnKJ^UOjf
z{sn6sQ-h%&bAVemTpPJ=@_@zbNTuH|h@T>bkG;{H!$Eu~CLg9PNKq$S)8Qa~4a=Kx
z@U$22JS4wzdfH3c9abzV-0f=)hGk3LM>m^sgR)Md4$%)HPMBFTiOLZ!3|t&A)?Tp2
zQ3bkoX%@r!XBZSAsvX7NmiK-XQp0%n|GZb+43&;w5gNq|uCdtp>4dYYP_WbN%q-RH
zCQu_N>wjQX=rMdgF@-)JOi~=L6O*50Fy*K4I<Y$J$-GTW_H^C`XT$t2!vAPf#d&;1
zWu^x6d7YT-`Mga`_5v_Ti+G(_411Z#giEZ1Km}Lv1&GOB%@<rxI@54L8?z@6Y~a-r
zF!g&Im`ZQwxg4wldna%20t=X5kF>KXQAs~|rdn07N!rJA4WIwN!!1#-4&|vcmw3Jo
zrq*wQ@lSA@x9`$ulW-qDDD0<TvY+$zTX1vOzewbn9FaF-75tzqF_;=`%IliE-U3W7
zV(M5+KEDlE0=uIMW}C|B(GQ-f2NtktdS&2d;C^6D@K7){=mVyJM}n#005CN$4y*x=
z2DbxegK7KD1k<{m1E$wsrUInp;|Dof3?@emi9Az9di;X)0x&hahG%*Rgc{farohU;
z)U!RjT?wWR90O~EZ-MEh;A}<W{}5;YjpTnPfYyloHQ$5(e;D)s|HTo-@D4v{u77}O
zN`#oFuHbGoUp$lEgSUxkicG;Ym1d*|DH8t!Q$cgSq9s+p>;Dal7|m<i^tYmdUVO9k
z;19isN$&%uuxxnSme2opO!e&ea>N(`fdg+7Q@$f_gRSKaIP)1Ud<HQ!+>h7Yc%4|4
zS^a_w+lyEK9n*sM;mZ+I^TT<Ym|F4WZDPvz<85W8Zj9n}Fn1*&fgFtCGl=PE2<7!~
zUMD8U5xlL;R6hzjWyRtL?eqzJIc28$NzjRtRnb0e?M%Mlf5((H1wSbAT)y0Y$FvS-
z@%h9Qz&tQDln<u*3;F!NoUJ5KLHc_Y>InlTdkJqZ1Gj)(1g6)&W9raWz8o<%yd6w_
zcYrBtH?L<`l7$yBHCV;l#AH|VypPw3DS42$iOKO{F!lHZZ`bmCn%B>R$=?Mqy?D-6
zB;-tvF7XA3$-cr@yb5j$`#G<_1k;O{diaL7m6@au_(6U?@%#l$f&KvFcIeFskN?~i
z(Rlplu83C2f9{I@b651=-6j3!t_YjsKX*km2+DU!|G6vr&s`C%iT}&)ikLNT5}e0&
z%o3*iFTQbQ^Tg6zo9T}m#~RISH~0IKNiOXdycv1P|8-?h%=f;F_BF1)AN}S;NsDVw
z8a7_o8syR9#Qv)topfL9^nPn&;JnyMxbj6pi#Kajnw_!;3i;uE@Y9ZgF##Ss%ceMY
zI$0yT(9eTCWIj;p)S`7m&_L&9Jq8Y#v~{b4rFFw0*GDJUciDTqt*}JR`NH1mm2KQJ
zI-e+A8{6AAD8e$;pM5gZ*+<QD)V39icX!pWjncC))9v{3Wqw8Qg{+M;Ywzscd`tH;
zqnqEYX!?C)wydKt(RrRv-_Ff!W}Llgk)xr1JI2)gLR_Tg{OKE)&8+OaW$oB5<DWMv
zH#D{1^C)RY2a`5u`xO7ymu?-<<?j8!%$+}H9=*Z_=n8cPm1#~{RQr3+#S<5fEY;D{
zKD>3RdO*~yY!~f?^SdlbuIy~_?rhhC?r)MR`m|{?+%DU5N#$A{V?USU4o&t9_V|(b
z9Jj$j!S5Eo!Fg=7uF#*==_J%->vV+!g>zYHCkVA9WOag&&z>S7T@Qkp9)tyKh8_eX
zeFzOCEMkrIA>1G#UmpU)){`*1GX#gu5SFreogvtCf$*9HmbL8y;TZ|5yFggZJ}04|
zD+KSZ5LU9wyF&2n2H_V8t68sZ5WbO6)(yg1wvmJq0|)^I5Z1A!1`tMehoIRV!UlF!
zcL?f+5Nb#$VkL$UDoKblgiy>@kq~7BLDvXEDI0ABLB|+E9SK`lsWF6F60(dTl(DBs
zNbdo`tOtbcY(@_VMkWv%NZ7#|n?SfhLcR%vooqb`vrQp5m_pdi=9xmUF@x}$guSe-
z8H8sftTuyC#XcvYz#M|NIfQ-ea&rit77%`sP{VpzK=?*NnFWM{Y$FLJmJk9gAsl8)
zEg_7wf}m*y;V3)G3WB;dgc=f#vl43vl_bPjLpaG+kr34rf^JU;r`YJ85OjJ$s3YMF
zEA0iLmV~Tc5bD@dB&7F-VAdPLc{Zar1fxC>8c4Xv8ux*4gM|D(5H7RzB+QmUaF9W`
z%I3)+*w{dLO~Q57)&{~e5?0$lsAr#(P+$we+ZMttcDXGCPdf;|NN8Za>>zw2q0A1#
zUAB>g5_<>%_7Lu~rS=d;_JyF?7s5k!R9^_{4iIWcc+5&1AXJhN=K$d;TSY>YBLrPX
z2+!GQM+iDj5b8*H$x59d)RK_p1mQJ%iiC7$2xiU@-m)3a5R6<PG?4I~HFkk;gM@q+
z2p`#c5@x$XaBzk2nay*BVABu6YZAV)w*4SHBVlzv2#xG>5(?ZPc)LOP!7g`$;OP$G
z7YV;uFLwyvNGNlM@P}<Ap~M41fCmI2Tj~K}WPb>n{UNBZqxwTo_k>VGf|!+fLZ~Dm
z&J%(fTSY>Y7X)1|2og5h3xdu72z4ZAu+jk#YDvf%06~*IMM65I%mzYe!DbAEU^ECq
z0|~8I<3SK^kdQwJLL0W8gxTH@9K0cDv3cGQYz9MkO@cOSI~c+<5>^iu4)m7NTYLVc
zy6Z@R(D!)9mhC4S6nWhIHEKuE>Bq0y95z=A9dh^ZhR)eDLT=@)?A&&Zz^+j+mDzUP
zF0g)2yPi3BmfRTH|Kgb*huHifIAzbokJd}>7kAb8QM6sVv>&hbsd+o(ZSNh_b-r|N
z=jPe9dlrmqHa=7GvHy{y)t7%8q#xg=E{o`N^7>=ZiJ@t_A@`I{*$(XTAqdxVD8l_U
z1o7*#Rl^~CBSC981U<IZ2nZ#^gqqo2x=qfeM!ht>FRLkCtrOOAgmcF;Z8t0%a<*CE
zpfgvF`Kb7sFZ;BoZE@-KF%xg=`UhQH9R6XBkKVb^(vpOgg_r!48t$w-EK}!va?AhI
zf5lb*bnUF`!B>tt&XlA?=I-0$$evhHT^!Qu_QeHJYjvfa`#5xPu&tZf;iqfNmyb7h
ze)@JK+bybR!+qA<M_9|oQM?9hG{svv937||0l|=!`a*~r0U^s5f-!rF1RY-pW_}P%
z*bF}iwIno<V8$BzLrC|7knaz{f~_aP$RC2kNC;MJ-be^HNO(;`Pu6x6gxMn@tR4lS
zH~X9fn^6$FM?;XY%SS_aM#3)=Y+0`{5DG>^C>sO8o^2$-a}0!lu@D^C(y<V}k)Rm>
z!HFFe0HI_ogc=fDSjjjDBLg7Bjf2pSts+5v90c7!2<~ijAcRU1>PYC%N`oLo1wzOQ
zg5brTB0(nzf>|(xfow)Fgjy0BNbqKjLm;FFL&y(-Fodlq!6*cRLnwq{Y+fjY8zj6Y
zVK{3W24Qw6gw<i#2foS^{y8PqLajRZpv&+2$e^xQhuyubWiEL&X?}Rzw?~$1G`5`X
z+O~-mJK@%d0ry8sV;&xT{QcgdlpDV0Nnc%mH{?V<WX-~aI@z+LDiK?PnhL81rY(Kx
zswwDX|75OY{Y#yqH5~`7UZu6uI3=Yjv^2`h>Zj?Cumxe7m-QwZW~mMNC@Wcd_VV+j
z45j7huN+-?5BHTr-so=cIru|vbL-<HtNW%6_-5ImOSAo-rlmI<-n7tk@~^T!i==K5
zDpS7<+0{BINPoaMx0-C*l2b+|@48lNuniQRmh;-j$$HD<b$91weqnv?^?7e%VYpzL
zy;t$!oW}6eXCqRJJD*MtT%s2JTd;NYjQr;5onBmWSU>q}@xoTYbpvEd;nBAfC|;@w
zvy1I+tguVd`&3k6pMEIg-pptI6<PC((mJ<@NxPCCIptWM?O}G7bo|++M`BLh{5o!1
zhl65`k4-B)FAZz>A?mV)%?}squ-@UArZMdDa7>eDgiv!(`)%b_ZL(ud{?dEz<S!er
zZs72DK{XC)4(Ico_7C_pqD%U|rEd>t%`P($sckuW>#N$EXKhjqZ)~}Krki22%O0!f
z>pK)TZvpI%D7gIwx7jMGX68d|eQvHhJG!jUqUD7x7jHyd*Ul(&6o|aG-kiU=S|vZC
zmAcW>^aXYEyFBZta>7Sk8qzsWbLQKG$R82qbT6oI8>l=C5h;TzTF-cxmV4ZH!RRj!
zZw2o27HpsSSYzZG{a#ZGiljsLuJZ6`{a*TV%b?=ZN#n!2>7-m**53a})Qe>oZglEs
z@5io=#4zZ_U>Jhg=orL1G777;4uW^6a!WRwZ!he4p!~3Y(D_%^F`HWNj=ba%vo-lt
z-P?t1;>VCfM~gkfFC5sjR`1L8xPwi;$6nj|{b9l5q}OFF>c_hq2EJo|Md8$L7wvbg
zyzouS=$0MD@mB97@j1&wF7zyMI_OsXKJEOcTTi@JFOJD_FH);;ytVf1!`59p-MD}I
z;gZZQQ`%2?RWF^TG!EhHgz*TsG8*At9gp}U+0L;LqGBM-h=mZ%UL-+hJm&S+0E;Qn
zZ2Ogo(nCYXi#{I6+F<*!*WP(we?M3|B`17AP38Bj<NMpyzp85=)n?P;HKiqf#`g1e
ze7Lf-d*6xe0yfN1YIr>B6#=)kaGQO9t?t?)V`jj{d%wRO(;4+_V)jw51#NoHx9C`T
zqU&|r%njO=^#k3Vdkp?_^8I)1?tRW0>vS((kUgxbM|AgIYg*x><-hYvU&f($sXn>+
z_)WpQfD<82x1Alc`Dbw6wu=>2C3eHdIL%1u*I;7!y54ig;?u#>jF}JPE3S{Y<E^vq
zc<jR;%Mv=Z@OY5dWBFz_E*85_x>8y(T+*gT?-8X{7Jgo#XFOW8^X}WUZH8Dqwm5If
z?0x<6y3c9uTp>CeJhviv@56~F4;KtyB$%foazDE|EhthcyaeU&;tHA@>7CiVxXXeA
z?gJivtQ{EgD>1m+l(aTFW~rk$sL!4v(>p%q!F}oK-LGR!Yv)esnB3L0_Swz%4rbF$
zpLO)DGh%h)uo_x6&#{c${7Kl!S+-cuV|h+o)`wC(-R^Hk$v$`bu2OI>BevDS(!QZV
z$CntLx{)_7?|0WfhDTMkOmc7a8gX;Vxn@e?O<?olF)26VFe%ZdZ&%M5@;2Vp?WvXE
zzR-7>PiOJalyu?tu$FDNF5Xf2`N3P=-VPmNZn0hO33O!6x}Q&e*z>eg)QxsUUblQU
zdMLR~R_=AtgIh~%-H$fjV^Z5~agPk%F!#)+Lhof$toj`strfU(oJF@#jUTPPN!v=&
z0)%r*udkhV?T2Vd(DS?>!}FKVjL@FQX2oMt@|%VJaXmeC?S@Y}OrXQLJGG{_HhO0^
ztT&6^>eMZ{zDvjca}M6`ezR`k)6gb|w!b_Rv~g{6^^WtM7pe?9vvl@0<s&gwIXtP~
zp#D!co18zLS=avVMw5fj_FOD)5n%jttNw63-A_kfA8VSDv0-wE^q3@Of?vV@y%oj-
zyI<T~F(dNHu+!TnpEnF*%@Ppa($%dVY)li4TN^oVs$|uhU)oH&{Y4$edTud4H_6&~
z<hTwN103SJlw4ZmdB9`M(UcF77n7be(JJedtRCUwyL0zBrO}(H9A4LO8-rn{F3;aL
z6Rq$qyBhgnoB_M*PtbdZke`E{tWAr}oR@S7JC`Qilzn34XrJPffqQz&iuBb+EQ?K)
z9Qk8W;l(x}Jhp5Cc6J8aI03U=kch1wkc6XZl5$I#!xtWYv+zUH<vEspS5&4y*f`vE
zvu8({^p4hLbIWnp%#CLqf8J~PxyFrpx3A6oKKg<A9M5~nR-Z>+F#CAn#ka^p)?oq~
z(o9A}S?s7}H1ur(8mfWdE&n|(zfDz}Unz**Y*Qd*za>6<Jfk2*YvJLkEnRCz_<!|1
zHg>?b4Sk+Ry(=CmeX;MmjoGtmYdi6e>Odpe5K-0L#Fo{!41cq$lhDxd6!^_m?m*}J
z{(j~<1ATTK_Dddn^Hy|`h5qUnsS6Hv>C~y?NI#V;<x;&7np2K2Csyu1FiB&U#ocDj
zYFv8R#Mijg)k%)s`N?`GV<Jc0yI~so-r!(k%b=)?+j(&g%{I-@SShLPdt}f6|FG(=
zrm7l0Wd5zvj$I3niu>|?h+Wr-Ta0FkuARPVV)ORLymm?xIZZjbTi$J3oc*xuy|u-m
z2|paayDdNDrCaEBX2&w2YhSg4{eJKJy#3|H2YaQKS|hCvybZfoKjCY=_-2PIF2#)b
z&lBMZiR>?g#}*}`+cT6MyO;*ust?@$b8P1CjRPIeibhRa+voh%2Tm;{Uk9%aDRyNZ
z8K|0{4a;<Kvl{BQ!C3vyjEP@bGxx2RpKUWJ?pS>=Tb2U9TG8-J7YfBoHO20NcdO@*
z%mN3Ez3sKZYX0EuX^XcHd3~^8mfPhW<+qGG&2V(EAM|HL%HF!QUHsp#d)L~_D0Tj%
zC81F_uRYcNqr(QI!td2ItcN_d^F*P)a1NV6G?%?dG><h-2j#Q5MDy8tq6Mr~252Fh
zN3@8&Pqdh|%>*&*BBCYibE2iJ%Oub;b~zEtz9%YRy(WW}v+Iafu#H43*<o3rRctBI
zYF0P}w1yo;w3gjLRLDxQLF?FHqV;SQ(FV3v4rn7AO;p4lCfdYGb3w)I1fml56j3SL
zc`9f#n?baNy-2i`HJ%14V{?hNvGqjTS*z)wayAc?y+e7tTYuhgION@-!rJclLYWXd
zANR>dZXFM=*6JBx*nf0wbxJ?|-}{`G)C&^*y|dKDd{@7cl@jDO<D<d)NhdG%(|Ow#
zz7#h*70Q0wmaDHVJMn1U@91k$<$bzT-`r^Dp?cEmZL&(X_vD3ojpq(cdjIuFQMvcr
z^Wm;D7A$Pt7<sb8=RAYY#my(@`;4AERLSv9WyiBtUz{;^?!H2^qCr<BQ_s&>H1|p0
z%Pp?gTRbYr{<ALVRa&gAwaet!0fsia_ni)!eAjA%m1X7JPX?R2hbO;$^Ru%Me}kfk
zco*Ba8soB?9kvDshs_Ke9G_=k<?Ll$W<q#ILeWeJRqT5b3T8s^odsbZyKWW)&sh+}
zvmw;5!)8PHM#63q4zj{L2qm*2gy%sx%<dpzWF7>qIl_UWqe6D`8lfMnJ_kx16nuzO
zH3vm1Nzk1O;UpV97edrr2z4Z!Vx{vS=*)wVH4nlW_7n-VB$(wxsADtoA*AO+XdvM{
zYdjx<(R>K`^C4Vh>q)plg2Ms`m)X1p5N0oc@EU^Xs*n|}MPxP$p@gqRk?ZX9g(&ij
z1n)&CQZHmHs7S#gD87qP<QBVbF^YIDh7iC&Xkbej2;WH1Tms=PJ8B7p5(YvI3HMpa
zQV1iLK!{rk;UQZ^g8EVjW(5!)vr-m9B?(%EX!og*4JkysQOlq_UXCKqS*sN&qQgR1
zx&p#W_C5)<B)G4H@S0t;5<+?bgwG_rWnET5Fj@}bIC*_9WLvL;*Bhjyu0xTJ>^dwB
zcJ>Mgbr8HiD=$LpZN~>?r1YOMeR;I2K}=VDvzWDC{5C{%88xeSz?jkHYmRqOe|F(`
z!k0aMV_od^%ci#9mpIAa*Iui<G*!2c+C_ENY$XnTkBG#wJ{LY~+|eEv@zXf%Lzc!^
z$2H@FHY{${Sk^paQnRmm@s{6IMBS3F25*}D$K_dv6B83Fj%ypX3e=u|^Y$<0z4ui)
zx-(l^w|a0OtGHQIv-QX7zNa?#_Dy+eJid6cgZtij<D=*7aPo4!@G(zXFmvwjSo<3W
z%{KRODE+xKD{ZaSlO+qho{eD}D7;}R>Km%Zybp^i*qHj~p?JiumxXhW`d!w(y=}fv
zkDsTLKAhE)WLB1}X;?W(Bcj)r-I>n%vOO(Y7=HJERakb_QTg3!qjGrGH}`xwGELyo
z;&o}LhsF@QC2wuNymOECd4BogdG&@i_jdK4`7-eR66xtymoiSAwDhS{-7C@mk+mi;
zsl$@`>uR$a+5A;F<9lz!to%@RywZVvAE|jWHU3ei?&7zz`yVb;f1a-4axilAo9NK=
zG__SP^Hju}-UN0%wEgYHoR#q_{;0MdFuU&8_4>j6h8Ct}vJR`!?IXK0H|zabwdZcY
z5~BrK)5n&U>;CTW>fnyC)#q>frRY3v`!=fe{>nR}yfO@zc6v0g)v+0=-tQ;fak>-L
zuJoi{mN_C)oG-tWqtiZc?Z{Tox!-3l%$+Yyb}<|G^z<OTdHZx@9=ZJNIm6-BcQdPr
zsuLbbo2=M>{Y&HQqnES?XB589onvy;V4P^?$GEZVYlO!xEkd{dC_5eyHmA1YwAQXI
zFRJ7A|LIb<e@C|i>K0Ase=6wH;M}X+)??Y5$^L8mUH?;ir*Z6s_0co@NA%x!c3zV4
z(!7sq?M<B7)oZBR<xP*BxVruHx&V7m<IgWdQ+z~MM(y=rkG~mmYeMjYrGgZ5w)NSS
zI^~m{`qe&gNDA3dIMm(XY+)14@Ag}n4RrIZ=(dpl`htI{o~T`PxUf!pRl8p1(vJJe
ze(2puY!<eof0l>o>sNcGuT8u9er$oq(x+0lB?hKXZ$yu+$vkD#Z1}gcAD<Rp4c)S6
z)n(RuExKJ)j7_P+zAwh6R4>G)^eurPX4jQKs3bvL3PFt>Rth0%9faK^NLb-!2s-N_
zgm1>sX($J`@^jiwqsFF>BgbpE?e?fuX5h8$S?*dX?#q%(wv4#C$9cz&`3dQvZCc0p
zb(%PSy6%$qhHAUI39r7boDrdVT+Pm$tyz!Qw6>rjO*VK78cN@Q)NvA8u&uU2Fxm(q
zbt{Bc>|qjakYG>-p$$8s48rUp2v<qaVmohxV6zEtj0|IcTgBGv4qvmf%e(Z`#kraH
zbj<tYxA@cFb@ho-_46OM#QCT%YvtJxRT#;h`#xE`UmBTopqX@Yz=uyCl6MX1tu!Cn
z%3W6NFmZjsRC_Ix&o7rh{r>FNq@TaWeK1`1FzEEmpJpRP3!3Q{8dgV)mM-Z!WyOix
zbCVxTGdJk0cHW0Q+cW;8Wkf+swqX;^M+M@QveHV#TTqM+)a`}Pfo-)Hf@cZd#eW`s
z`{Xje=YyI)x%HyL!La>`>_EG+nQoub)_44(>6~`EP|Hqpw^ior$u|c6X;}Fv$K<;4
zZM|XlnS&2EXEx|>SgO<kT{d_R+<t@G?5Kx@vjQ6ft+!7b`PSd@kl+5aO<mH)>g>5y
zescL9yE9MDe#)A$<nHXOr#ky)Jid4|B+q}tvO`<uo*(FQ;^Bu6{pc81tW!PZaS@+T
zyJFy_`Zn%h7wOI3<Ho7Zwtm0-#?XuVWrI79u&(y<Ha4+pd=V{e<{b08xxI?1qsIpK
zHji8Ff3$A-pS8cY3YM^|OR<ewnRsp5*1T$gRq!_t-;8^61YYj3fxC)+Ev}u}JfkQy
z(_ZcKB%_>;pQjkj-fmy{!6*60t49azKJVT1_}i%QC)+E(i|?!)p7o6b+4a%gu3Ku)
z_47Y}uB_K<?UB;CPk**6O%mQTFDo6Z6+CogzyWC=!K?u~k0b|Yw{896^S<SWyeA~N
zwSB-Yu4276BfOejQCmB?4-;=+T9!HdSoY>7GrD%)Qxf~G`OXN*%7Pwy8oc^7d6qv)
zJ*-tmV=KQ7^B3kWUH#^8zbXB^zW3hzAx8OqMpxzVTziKezFNCCzpv%&oDzd?>s+_y
zdQUGA?%Wyrd~tkxmzfV&K5-k_zn%2H;ql&f-ztxeT3*)a%&f*`qL&MG+XuQe+ra*!
z@XFT*UVqxjx&1fKQx>j?{d(C4-tYa~Ps=0b`nF4VQ{PujyfErko9N2@m##PZuK9H{
zbm_ra)xv_h_%|*Se!WXRMjwJHCf7hYJYNTC*HWqbmHY4K<sD6#7ngT%-@}+GhpbvJ
zoqyr$uZrzXlkT)T*``$5cWaiGt~;w=W;?Xbw#EK6^)cEyi;`b7mat`85T47sw!80c
z*ScV)r6zi(UlGy}7#!<UqCTho*tD0Hhu<~a-gH<f`ZS^V_PO@WXa4GZ(jceJ$MZMO
ze=u(rq)~o#Onas943)!s8+j=+ebCY1daK_3)Ab#Uj7wY2{5ZOs>AbtSx`)OLy!G<h
z__*&MLZuG%ruuD06co05Z#AOXhXIcb+BT@WeY&XKf(_V;@J77bf3xZ59goj#@;oHi
ztTFv}%E3++I`!@k#*1Ih@@ZE#<h}OcMuE9O@GOVa^U24ovwX`B>0R!1)uwUl@`B_s
z%4^S9IXv6B`^FA>xUic{gL%~;lI~Ee+q7A7YMJxb+q$2NR$pdZcbP|zeBN3*y=>FM
z1G55DGk==yS-La8(a&YmBek)E_vWygWe9JarrFxu+gUanhNvAqoR=`dIK5%qx_euf
z`ev<Y9p5A6?Rky$UqXJK>F6JEqJ1Y%%{vwTsxP1Tj!kcOWR8E(&Y1g3qi3QVUX#9y
zgq1s9IK4YqcX#)3uYwMf>NWazT{HF7()z-<9YUMAn_@(-Zw5%;M?ae5V%4$tkWCg}
zON{3~kLca1=-jerYbLNY6yDjE>NVx_W-WQuc+hV9yA8wNXiKM>HtL3cT^)2R|MZGj
z7weXV52iP(_`N)!dF9yW2a|r@9X>3g(6sF33(Mps%|evIGgA)lU9(xYE%x2775Vx;
zJK9*W-T0+o{O{GhgPwfYb~7z{*6m5|#}dy)rASBk6)jmg!+UMS$t{%`hW_DSo7eSV
zeB#v9*|=@^{B3x+t@*JPk-HA<ov1h7c;Wlt`<GTFq-3fx>#i0R?>J!^T03BywXVj+
zX<og~O&t_6FCZXfaqX_W<xP&}bZpn}=6I#>EZFBeaGV-#$Fc2=bKIN0`d{%<J$}&a
z%Z1ODNpIGuXA9=E3%Xl4A}#mJAcK9idRY?|@15Y@a{3RCUI&gx+`jo)<*HkK%A5fU
zzO1~nH^y+^+BMDA*Ryro5$?Agi`F+^Bs!G0t@_^2Y1O9DrJLG}dt@``Zhwz?J*<x3
z-~RAI>g8Y8gJOr2H#2EIT%0(}B1PPOf3Kh0>z!tpE-Y0Fw<lXgr~mA7oc?WncRU@}
zr$ud=b<;nyKYQpc+IO_%=-Sy=1}qz1YkR@o!|>IXK0RK2cc|U3x1mMT8Inx3>|sk}
zyEN{anhqV1y6lLO+uq8Zp8W7a@Q%efS!zCO+ID+mYS}6@wD8U7?R(~)esI#DSwiCK
z_NKAF)jCRtb+}=pK6;+^fabX?=8gWkd_dLKtmiZ9o1ACOc3=&)?kL#w=!vBizs*~}
zxUGi1mf?&0K_5qyn;y;aX{y^TAl>ucVD*zDF3(n3H+$E}2VNZ=((hY;z2#`#yl`1V
z{UcYU@MOy2NxlrcaWa4Ni_WV}miT<V(I?<S`+(3EKK=h>3|}*LviE$6)$Px_$4`?^
zzy7BC!~1um^MwxP>0|HtWFG5i)zzwF%xkuR!YdwqVB`3V#d@Rb8`SR@KXdEczNE%`
z?8iAVdoB9xH~gsb&1AiHfKh3LL2bEthi%=jPP7bHQxB;%R+%T(^7l$Pp%k92a(Hvc
z_v@wE{L!4V_6H^{{odfRaMjJ8b(*7I`+FVyF|YG%*|livwU#$pNnbbn)JtvV`NoSS
z<GMfnJ=LPm`G<`mof^{Gu=y2OGb=4r^oCsixpm_04F{f!50ze@7t*ZaLbTbE7Xhwz
zqjTS%KDzK_i~eSg2QKLjnm;7nCVX_VL|FE_*tmLX-tXlPIx2-{&(<HO8<Cw@Ge7&z
zYx&}6PQ@JkIK34=l7Gw^5%}xG%z5vo#;<o=+tj1O)5b@7Umw{^V|{y_l6}9oVANOt
zAam7YL1P!rXlUF2<aH&t4$8eYY!&il>!R*Vin&#X_&#+XG|f-e4BfQ+SN~(3?hIad
zHocEz{nj`)GiiL*r&qh0%(gy}KQ6E7MRDoRWIrQ^p87|0+1EQUDV0a37N(AP8Wigl
zJH+OA!jtujQXdsLKIlGFKP_$e8?k}on1qWqga1Ud5Z@>+jUTeVwq5nRs$nK=4xA8b
zjh^$Wxl(xe#>Brb)#um8=JmVtJ7&<T2it!QS>)BQy=Lrz&=#jAw@e93>)L8%R<9jT
zB!h~iz4Kz@3#Seo8aTyv%*A)*8dqb^zZ9O|@G6g8y$j)~Y&-d^-PD|_xf^~I{<PF~
z%{qRs(7%nWS!r$dP0@p>`3d_@zZRLSJQQ9r_)4<xhi{t`Z%zEPtmTpEM=}PzsFK+#
zh3BFi-u(ft7p{BM3S&$!Kb_v~%k0eL@i7P7n#iPqw&NQYIo$r>pklhfb(7Tc%$nVo
zy48h^F}!~-=Cxa-eaySOO|uWLt6(gRoLK#rLRHr2l+aB$i;X)a+$lW9c0MgM6i4I1
z35~tNH^PU)J<o)uLaty?op3)s579j*93xqX=gpc5@ZUr1%{?bPFT(GChg}pV2$T07
zz9{Uc&Nv&j#a9HXisk?511tP2On{$Ca`tb2EPE!rO|^6tUu`a$&VAW1bzJc^=h1BL
zQ(-?iS}3Hl?EdFMb@B6gcqWA6&6bN2d}Fu#3%k4Rb$KaVDMC0#^1}CC3)O|w_WpV;
z>@P2<8N+{rwB05=`bQ2d<bBm)O+UbGuPt~EkA=E`YBx<q7<jrZr?HIv{Xyu_PVuG8
zp|R2CG0EJs6??a{zds3+(3L_7=1yRQN1O4!<Q%@3lcFWJQn_3Bp>8R@KluTSrd$B>
zf*tP))kU&>dw;(cT5}zp{1p*3IgG~&DWc0vt%=dUAI|^e{+qQX9~{imKuKS2TWxh>
zr70rk?B9R57v@Gl_vkc<^so)R6gJhM=Pl{gjW0ug{Y#HL(u;1MsUDuIp|Agzzq<1p
zJz%2CYjhV&<>+~-TT~d2a0-lgk)B<8z=;C7pQM8HB$$xbdhi<k;k7ES(TyFI!_K5H
z`H;U%d5s<(?8|F(hehS+S<MiN94~WdD)bZ@J$Xw1I~Bd?)`kkwW3l?YX3cB#5Y`c-
z>D80h=xNq8xq?Rkd94-f1U^8zYoIFh5Wz3rA6=@cjW$4r{0U(sY<Q7|{vGAwMHfv<
zY60cELpxrh>6i*o0QS5_(=iR87tJ!&rRfMnT?&dWN2Eysii+CGcI3tOq#;c&x-d||
z4uA@;IrCaaXmnphFFK(qN%KpOmr<au(5R!GfJFek-1%~PNH<5C+VbGEY=J(EmN4km
zpD)-MX}W=@#yokg3)0J}HN3odtt-;>JR1ctfY-Vqy@%HZ@|poO2B6m<Uh9tZ68<Sf
zfj2K2LR<<^^n-cL2x%6e*AQs<Col#INWg0tU#<tzZIIRn(^pkftR?_GPe*|c=QUHL
zas1N%cpw;|m}4^-8v$y}moI3J^a_9)^W(J}{6)K$7ke#TbRhdHoYV7h*MRH54WJ&l
z3D6e14Kx6EfV;pw;66Y*?IG|Oz!x0|Xot{_m<oFuFat;iQh-z-4VVa|1GFPWfQqVs
z&CV2wvzx$B1JnTt&=k-BngN<XbD#y#5@-dq2HF5^0WF{%pbh8%QlLH10q6+m0-XRo
zKp*G~bOAgNv?qW8%a)H24L^+{jT)T=R)96o6X*@d02_dw=(hvx0XiQX0D4II4e%DA
zXS%C^eE>ah9tZ>h!2q2dp+Fd53)lk=D)2;SMOUC3U<eokJpei{;(&M{0Z0VK1HnKD
z5XuHm67|nsh7Pg7a$p6p5-0@L0~>&iz<!_xH~`QSjr3sYd|&|(g+4?B<AHd9o{W42
zyawp0$w|OuAPevV1_MKYVL%9d{Yoe*(UZX*K!3mma0O;V&jaQF{#ekC(3}8!pf_L%
zSOFuDPfuW*0A_#z&>b)aRteb5$)X-?$z)N-fLI9e03DEYAif7a0AB!l`l<oA1Kb7f
z0r!Ciz(e2>@ECXkJO!Qs&w&@fOW+mjo+XksxrpQ?752_#Q5UZSq!WP*AQR9A=xYz&
z0bhWxz&C)txgr%v1119LKn9Qr(6?novd6PT+1Ydo(_^h?fI8qXa0Dnt_i^te*b0mS
zCIC~Q4+lm7K0pMtFu)V(LU2FuJn&qg57IKg8ZZYefT7THfLvf2Fda)|-xN`+VLmYE
z3k&GW4RU~~z%-yKK;J2`AE0mCm;uZLW&wG?9AGXm8JGglr6&i-Weu`LXQb!R=4iO~
z1xJF{0X9hYWHoa{+Pd@MeE~q<wV(+!2dYs!ADG8_<%rhm_CjeoWtRZU06H}3kX(Qw
z3t7!vk$pCO5yxVH0hRzufst5Od%$~vWk3P29M}MC1U3Q1z)D~zupU?o(6@1v0rYJV
zHb58PAnfC4atlI<0gnO?0`Q$G0v9?d;!!9WNC7+mOW*@4O+|sRC`i}JP#_B$o%D2B
zTY%(zfVeF*x`e3$bcNcD{5`;4fG!-APZxm~$Xf+eL9Ybpz+Xe>QV|mCfsFti?o^=~
z1xP2X0fOlIhS$&lI^?@#KY=4>NOb2g8F~}geUR1wM8GcCLNEnPzw4pf9P~>-zel5A
z-_xH=qyi}b{pKYJpi!qk{Gz{2^98y9`hXOm9X|`03Cuv>_D&Nm6=l;|pp9JmR96hp
zU$}_?A@CM?_kb(Fc|b8_bZ#U92|zxeSn!H8F_od79|!1CR07b*ECeWjIe?{<EnibK
z#<afZ)`Bt@^GxfGY+7&RY$ZSrC{21XKyyIDz8auLR{`sRbwD9NL%)_!lf3~@)Gwkt
z1&W>o+U}I8+yGUk1y2poQ9w?qq0K-cK;<b&O791%0Y#miNLK(9Oc}5Pp!(YZs$ULl
zL;Ldcr4UTcs4*&B2#`%o4yY2PNuzvX(uoxfRv}#pP@{W+J%FO|-AL~O6b)}hx)8`#
zI3k16iirOwn*t=KihSktKIk>TG2ke01UL*F0uBN+0@Mci;M>Xm>*!xH{_2Vmp&rnX
z6#|N~#AGXirXk-3P%kMkN*4lDj;8kva2hxToCHqL{L`W;0;nM>q-@vzi}tVi3Y!`v
zALjt_a~7ZgNUH-BJLDqLmw`*b1z--%KZ*G~)8d;0T;*-j?*ey#27sL325tf5;3jYb
zxDH$cs4ne*dVu^Ya3ASKyiGoz0WX2<7x?iUcmg~E9s=Zq3O@kI8C7@;kTdELRi;2_
zc%K5wb*KylOZkeR6n-d=d{N$OE<an|&?^{Jh%%{Rg_Ac(E1Zx<Jr)QBf{&p0z&n6~
zrFzOk`~fzNB-NqDsHfDqMZjX<H}D7eN%Q{+i66jP;5*O=(3biNd;vZK-}p3Dq~84k
z6oHXO^{GJ$Mlp3XN;J<Z2w0Iv0V$_hv@g&=fu;aWK?y(~xhM)z#B^au1gnG90CGap
zK;@|%m1)WAG!hgb^;!!Wtq=MekyZeGN~j2${uGy{Et`fz6GjU_;g~8bRyH|S&Z7nt
zt6WirMzA%?F<|o725A~e<$B6K>Axk^1@K{Q6F~<g+T#zHM26W0yxtAm6`;>BsN<cG
z9svvoe1IVU{fUJk&>f(1W?)mm1n2=614e)%e=ySCKyRQYuUmmF0Smxdh_%oQi9Uc0
zAOi*g1Azg67eF6m_6J-6XP_@&2iOA+fD_OT0Xy=V7Sb+AyDQ~Uxqg7hzi54hxSYB{
zq{384QHdJy1gLRpj2b7V9#Kyy;9<Z}AQl(}&@Vw_fM_5P7zd06=x(3x5k>=k?1cHE
zHu!*CP9x=HMwJ!AuHZ5MjYj1H<W<;(3q|T;a?IHV;Yfx7ia02XTm%3iKrj%*RV_zV
zDa~*YG(~d?<^t;-fh;OQHycq%NAe(dilT~cE1DWFcW<j4I2DNp6j9OWD31!2rBNZb
z+{kDuipmE~?opS#(AZ7@XlxZ@nuzphc@aF)@LwBJ6jj8=72`&YT=C=Y&+b?#(v~WE
zG7~w}KpK?*xLWSY&Z!7Fp8-q<rU8oio{DrXKvgL=nse%54lq$3XLL4_lYtCi5|9ok
z#xs-G6*iSoPEUcIrKC;3+$el0m!lEnR)x|6kx)>SGe#bWd?Z>a`mGoxZU*IfO$$+W
zHqcDKzF8#d&RQ-O4Qe+J!dzeukO#B`dI{LYi$&Ji8<E}stOwQszkr=U1#ler4SWM?
z0LuFS`~<!LKY(2Tm9Iv(zJe9{XFl&EnCiR(o&ryR$G{`Nl<sNoB5@n=fCF-J3+Z~`
z8gLc33|s;(0%w5}Ku46L;En;hNFN0s0V;vRzyW{)-UIj{e>a%Mx*EJ6*auVrl|o!o
z_98(UBoH42hN03Sa4m2WI0c*r&H#151>hWT9=HPB0ImZRG^K9>q!Y%#R|EJC@BpBW
z+z0Lf4{2r52vE<dw{HRJ*-PL#Ks|W|yZ~MUuYmv6+jYlPbu?}6S&E<nD&@ijL9wDB
zT)G8I?26q)6B{BbihzLK2=<Z~HO0}O0`^{`*b=cMvDa9zYof8n8e1&iGiT4`qJnSU
z_m7X?Z#nmzd3JVoW_Grm-FyE+dVs`vnEn{)2krg^uB?%&NUf3BbSASfjz2#y@GOm)
zFo<o-He&$WjBU&J%-EEy70i2(c<RTiqV~w^hExKHpW7kXBH17nLt;ATaYf>FU>Bs4
zNF|Uag0BOAKch2lOmjw_SK^^XX{1s}yei7~oEXQ~U?gT3gye<9tLMCKR}G0*$Qf4_
z$peY;1|+VeJFad>dL&amX9f0WFasInseNW94B{Gi<5~_W8K3!{1*?eUgH#@=0#YTU
z%1F$oH!yvXs^YVWw;w+9vOMQy!MFm9^++>)z}1Kph{P(Zfy9yqAek7NYHkhHF$1nS
z3tAT`5~*OVS<S3XlV*A4I|xFVR?ow6&n==m|KmT?GAw&<Z4h}$oeSXtOsX^qV7g8K
zLtX(lbvbUxTMQ|^D<0xce@P)RTd8Ro;U8c@^=B(C5g|tZAayO+6)@9pAr{kh3-kvi
zKwXwB4$6!gpH8i`u}%aiMx%d-f1m|TpRMSFgVdJk2*jjqi;wGv9IMWG!~KJhHyR~6
zfnql^WYS2#UQwU~gAhpPXDfm2Sp;?53x`erIQ6e#o!>a`#&0Jg6Bo#1L<6obzJ5IC
zGso+VkU79V*gpb&sP+@Grk|MP0z>@O8uj>I(We<Lay1^!pY4mcy0@SM5JAWr7@*Ff
z?7%fs`&~;=LQoqRf(O2(K-ra&wfS`2mM1_7_YXilEljUMO~1OS<^eZ3hDF;>ujBIj
zmwM+ajtZ3HUo+6(D96nhK&8*HoKwkTo$se01*%H1(8C@~Sz3L}l=hDemDEgutPDR2
z%urmy@u?9otho`NpF7gW>DT3IZWYs6qim)@j}~0a9Bifxpfu!;hgjTyvNfC74Djt)
z)9aXqfmE}#+-Ewjb02?d>nczJ{Dauet3Y9?{MIZl*S7Ygx}ZQYp{NRnaSRL7|7>{B
z5aN_kL*=G=%^A|oQQX`)IOze<f2Qm_|N3!1m1!7Pi0)Jr?$m0I;#w9O=A|J7ru01)
zH`_m)+NYX|3l4&oU1{tbCCI?d#}<GQ`dTmICU)q}C9x+3S_IOuIf|2Y2y3=3-JYY=
za1HVgf6va2cr_k4S2>O2<$;dEr7T1U7Lw;skGP{(CUtuVo<@IFlXa-hJjKn>1OWDk
z+XMDwbo#UH0RVzw_YibBG!Ous*ZqPov2?^vxapE;2j7jL9~a^>nd&>?AyLUpuv!FG
zj$q{xR64xk(F$|H3KFv-Hd1{6a9+Mtmf}Q-nTi(<t53^Rf^@+&u#9k`)0s+yBuC+3
zH_CMhhan@Z5uU-Y+Q|jU$NI1D!U~ZLTi8ekSu{Dz$G6q|NKI-K)ty#lDN#5~^G_B;
z+5#NcZtU9FBfb%>x2PNf{KL>gQ;lqt|B8-bLmZ9FR)Te}X<as?Os50cN>oU3*ov*u
zvB#Y^FQ!L7K~{tccKb1)Fw;7Za@Xy54CxC>7<3BCUW%HJQr#gmXZ5Yo^yRb9oLK4b
z2UbK$8Vvxx@*smRv9xhMWN1P+`Erpw7eMlo)PDhZWI9N1nP^jWUetp1OH|1Nx&7a!
zOvc61UEpxi#bzNgkDyu$ixL_J$4If1Y~Q`U-1KqW`FVe-)lp@Vwlox4UxXaYMd$$=
zdo&eagp#IE-9;!qgQhOR!=B`@SaGMF{CPN?TclL8-CagXu9AWbj%Ze_j9mAM*4w)G
zxQv3KMfPMj>be*;Ee`-kyz!1*;^W7mNwJj!S)YD10|0y{!3w_Iqjk2z#S&V4L6;Uo
zlF>B4O1M$=C9quwie92r^KnN*bO$ffPb`~$372^WsIGI1)+_<Dy3|4lH^Tu0U-qzh
z%fG(u;(UBOa2)j@+!=ZWTu3i)<3{@`Ubi->e8aN<Aow$2A}EfaJbN*s@2*bYE>d(!
zc*1dq=-4vUYZGqKJ*W5TynEL?hb${amyIVJWcE<nQt-ZlTP{4%?!j%}#!i-s?hu}E
z+%x^+bgLS>=DY3R?SxXfQKIU-=n%3R2tam0&+=D%a&61AUx!LSBI!^#n&jQ$!p-Av
zbRn$UJH0;bc%gP~L#=*bWZ^+=mMQv>n;5#X5IqN0s8g@FLpTs<vg|S82<=?Pu};g6
zHhY|TP0@{lQP?4>V5c;MC{#CUR;dA9BHfm<us-lbE?&z~>!h+$EuDV}ZFj5r^E)U|
zTE=3RmsHP{*N0YD2`)Jc6mISi<unaIR>OS&xKDguDz^XY;6t-jfZDIEq-+3m_h}pB
z`jwY1*Y5Yl{lD$G=3`kz5UiF$_m;zR)Qg)z@sYS2OQ$%TI%S=t=pG^`8&v{y`)S|`
zusus(;9}@mK{lZ;+J84XzTf9|V5<%V0>E|$<F-)V3MI<$2Ds8-ve5V97lWErZ4MlU
z18luxRDUIkFOA~_i1)KAVax?w>mk0GA;;FdR;v?$xNfnOb~7%Xo~~4?)d{bnzO_z|
ziBA~{!&#Vqwp-D$rP!7Wt4f`^ye{8p$C?vgffFK97%IG;y03!L_i6y&)tv_3SbXa_
zY>5E_tM(Kq>>)incJH2%)^sx{EG#HjXce-CJ_mpuWNOQ}0l$8B=89TtwODIksgKq^
zZc(3l?4N3u$JLi!u2S?K<$&NOKm(&i)Xf%$z+Cg=8om^;8tzvU2zD~R+@<Fhxdz6W
z5e-3stE88iIOUsK*Or#ow1evQq#ZvaX3t!$xa+FWy4BG9R=V;lF2B%<4Y-`3H}5~x
zATqPA8;xEAWIxKl#W1wGY`H(g^toVNHgyon(kwQOjxa8RZmxkrBo7K*tF+QxrSWSK
z2jwHh+m9R%DSDG2iBxVKvT67Z>maFC;t-mV3*nWu=0}=jSLgxfxkts<D{dYND$1eY
zU^%yXp1%xe3XwF`xdaftLqLzv3pE6x&h@tde-U^XEq#Ca^H1jN`L?XtOb&tMxIxh?
z6)^DRd@E_iA;nEGJ=U(eNDADD;x#e1((T>mJ58?|?KMU31Wjfrq$XU_mzx!%q3Aj!
z(3&4UD72}PL+BNNCSgrNO7-SHZ9r)ol^|2Gx>i(o2juHRx=px9{pd!~XHXMP0k_7(
zkfOD<F;oVj&?Zk8oPO@by^+?+q$r39i9dnSA9Relzo83Yn=gr`6Yrm3U0LEgr2JdW
zY(*FMj$JhQH7jYAl6UzPzehVZ!<$Rgl-?X&^G%aFr!S(_nW`XFqWIJ#`z?yzP!m9e
z|MV^Wd>zs)#uRAUZz;|2F>vL8JCJF$xx4*Wd&~@n&@|TS+o~y4Cz>7d>#tShEhGIm
zL{fDu<$O0^p-<`cHpM+Orj88xjgmWfE$&onjG{xBQU9KRf<T+T(|XJlAE#Rx=1P{0
zq*mLZuE<Drhfw-vCy!OG?n@h)5ivA+JJgU)8Mqj-fkS9dpa1hSpYM|!@QguoA?bal
zmZR3-g9<3<P9FkFWk?tKfVHISzN0OfSMwy3)4f%gsX=KjuNhl&5&7^Po)}82A!05$
zAlQX$uP+_4_M_tsZ)F)V5;7^|1Ssr*cGkUDwZ8c>*G#!bU6Iuw8mP-h>GtWPx~;j?
zZMzvD1F06TDE$;#oL1`l6vJ__;f~1myT41<n%&|!*k}R1uslUFa<*2dPH*SY^dW;I
zjoPII8|pQb1C=_}hy1+Y)wTk~X<E}F=@!y)lzqF~nnuU)(C~dDDe~zDUABs4JC>Pi
zzLX9fL9U-@E@##{G?@!MjvBY+9hKb!tw?}kY(nWr5dQOlYL7XEviE?=Oj>gomz8vK
zj}jE3ZkdL*UcR{HpYYnVwz=rNP2^;F&fHSJW&Cv%;|P-;HEAwV$rE7okOrcQ#uxEL
z?c?a!l%}6B^;l6R2{b|EMG0#`U4BuFCZg;U4HH^O&sp#0)naEE9~+bh3-Fj{F6}%B
zEv*Lt^Nn<yj6=o+69)_ffCumZ{7j{INN}2}{fb`lCav3xJE;qbKL)+Lq|y6KeR`0o
zT+J{OsM%i7q;nfOM#({no5OeAO7xq;4O;V_LfC56nn^p3gTp%-(8_$v26SVe;%+$A
zN|v$mM4Mv2b-C5nT#<jsb3Zs;rndW01C>Mm$YS1pR3yJd)rJXlmvQeDtYK6ux$D|c
z(g6&<YPFHUaOIT^53~DBnSwHd{h>a*$^wO_J#8!e`gK(A6ay$cUIe8L{dgc>k*48J
zVGfK_{GAU%Zdo$TIjU%_N3~p(X~YyV4Svo8(013JWY0alBN#<#(Q-mt*#Z)WTT`Xv
z9ttR$@lR1#3}Fo4YJkZ%yxkjid3-{ZUzKtz%>Y0f>KLvA$E$3=rmr|TYu%y(_IpE@
zcr2t1jXd1j$q{XR;|iaR+noz^{?*!%|6xTR8Uh3d63;==Q+Fml{n0FK$@X$I@7Jhd
zxIXXW@68k~uc7Fg%I0TCzydk1Bvo4$bM48X1q;AJ^Ru_D`2kK_DewrCUTB;DKx@)M
zN@M!doZDo%R!8BUJ<&}%LbM8A?qyzWuyeyWJw!T$*}m?E>YvC8Og(DTz@bYYp22Ch
zY)HqB!XRpEbOUE~RQ(BIan2+xH_E>FewEv0v7)58tJWH2E~<STp|wnBIUR}YrfmQ1
zUa?CkLURf&k2ac??a$y1IL{(h=Qi*U^G<GKR;i3shDZR|H!@o8T`_f4^iZ?NpHO`c
zWpVTwU*566=g7u$H`}bi32)|%xo;Ljh6Iy)8;%3W0m{l|;Ph>EmPac(p6y~1Z84Tg
z{RYNwRke_QOexcuR{w_RSs30l!|*?;u3xF0uI&Ck&^Wr$x|1ka8$_FCF5Br1o_?UM
z6jpvA^6G}tkyB_>6}wT=8HinzJWqpf({3`NJSkD?TF!kp_HDLX5H<%;+tW%J%aB0-
zFgkh~>w_atE5+o*&WT!A5>~ooDxL>{CsV~drJBdA?s9tl?sBQ4ZdP}S&r|fawR^}x
z!+a`thB;#ySLIw`69_!pY!xl7cX_;X!@KF5(^R8l$;oJ;NgdMFgs78yD{^LsAArEj
zoC9DyC~VLRmFJJzq0b>UsJet~kw!nB!TQ%%0Pw2#WO{H0GrceKFzih3DQo{|dV<f3
z2VbzeV2;hpNTWdEhLy3sT2AD!bv0GJKr`6i*ptqqHXd0(@J!G)ImV+#NxKR_1Y<QH
zd4K3hj%P72Jp=?hdG)5>FKA-BdbY|#je`g1qq9m-=!_Uy??3Krb<g#F#Vg`i1ZCxC
zfWm>^c1NcFhGXOZ<T*U%nQ+e~F|-oQJ$?Y96c8^;-!YWlRJxv`!zxe&7yok%T?Qib
z1I2?6>)Z6Y!AY*3f&KJY@;`^X3u2`<*RC2?;lk!86CfF{4g#?W6b^>>jel$&6!y_R
zGv#nBO}`AuiZ1u}SXvA2%A;7?e@-zfhkDa%+<PSUk*e&x^!Bd}vkwl@cn0E~T3<4r
z2Qt1d^~N>y1zwo3UK}5db#$$i7y=}_E84AfoSYy&wb?hg$HtYNGzylK4RLh%JnB>x
z2-aAqm0cc|i*NUvicpO`9u$6;kT`qXjfG`%dBVk9kvAibJT53LLl*+Uaix8X{i$km
zy5(pHX!|)R+)vufnQ_o(?DhE?1vX6XNAoVAwmbXL{flUEa!p&=-;Z$ETdzEiBkPN(
zQd)n>pm^Tn?>cQNK2Q@243v1;qV$;~W=~z(!Kkr@5#C{mlD@nImQL}s9VK}TLPmDY
zlODO}+yAg<p~ezgDm)|AzJ$gw8M)Z9^X+GC88mepJWAC9>R7ZOTFD+oBT!=QCB^7*
zbAVg|-Zu1B+cS+{@tYjhF)C9vj_lz#%ECD6!v2#1joLzvy4@ZQe(_P}O0ygqLeacb
z(L65HTl0!Lu`bqOeRMu*Ti|yk77dc5a>u>dIPV|5bAq|l88LK`OFKGHdV2J@-7S_R
zcXyF_A(qAO11aDhUhnYdHv@6dQE~F(&o0Sw+C6_^ucTkL4J~cX5k_qvARsoQ2M;l-
zVr=(h>Tv};;K~+*lBwP!jo;K{y8Nf&WW|_9)b<YzzBrlwdZ6eX526Sxs-~}sN}YT^
z<kt%{{dc8Jh1+=QkEicPSQABKOUgr~xsT~#(QsKZ&HP<y{x6to`k=-)l>p^-GG$#?
zjJBpi4v@oRMAfxdmFgy%orzXZku-?z-&XWw|EJQ}!vrWyLX~|!3$0?RP7AW=^dS~f
zTPp|4#_cw~(?_0G-MHCngP&cX@Vb8qyVyvNzFtqwhAb$tW_q>gf@YI7Ry1jp(}T(X
zhNAbq2d3PLUT&VT>{P}6Sg+vKdA7675III&Fwbjf=G?5I|JJAl>g!Iq*Ok)wTCo{I
z#+ypR_Y_{x4gQ5;e;G>3EzI%cqODST7`3^Dc<D1thMzo}segVlaq3bij>kxdibYf2
zlQqBif7i|mQE>a=H0F1u+rMz<0zMdN@{6L2jTs>W(w|cdU3A?mIhzeti1occ-0=TR
zGuQk@YvLxq`JbD5Aws_Aq6OM_zCsFXYqFsft*V02&v~RAm=EvR+h#`hQeT?YCZnHH
zNSIT#=Z}oMrj%=``{nYW-e=4irAoT}i?&>}i2s!})iC}aD^iFrYLfmJfvb?{p+@KY
zc2TrF3bx`8ml%LPqr&0O<(f><I(pw_^!P4%?y@}UjFKaU?S7ByhtAzSiN~Aj(8xlQ
zLiMfxZ$s%ri#Af>y)gH)G>XnY!ti?o>cp=l$6a^y{?4Wp)+tPpxafWwgPr_-nt5rp
zR~@Ek2bS$j?aZ}Ses~lmJyi70d60o;CF3uTO6%da4oe|M|4`CBR9gIt23a#rT69lF
zz|YUd6sxHATtWV!*aMPAYyZZesy7ghU?29QP0lut*1rOwZRZ)BMz8-?e67?u7bWH?
z&UWfYfOn)(%O^@ht3$}_sgg95?wR6AN1rOC3*;(5QeLE!_cILC#AphA`WEjBCf+IK
z<@j7VJusc>8+kL0Hp-JC`_X}?ifa-43;Jh)j->IwZ!7PO5B|%nngj(b$s-zf@_wjP
z|8NuJ!BBo-|E>uZ5?{2w?mrh*%+$Zpgl9@iT_6ouh(XouX9|8DW}I}nHuS}FwCpap
z<@dy{Gpi4~u<F$<r~Ef7E5?!i3-t3p0#O=>xGlAp23rrfZplj_*k^}bs~Y9cnW+!6
z>pt0Lrd%0EU69w~k%kCud2mzq*FOw5Bdo^Lbmp!fFU6U^Y*fF$id8&rMpV-%lPp*E
z?Ov+pP%|ZRJYD3xZGqr<%wC%|)cD4LU1mhAM$x}`5!h~jXsnqsY&=!}2a-+I5a-7B
zZX7uC>`pTxdpz|3B6OpM=;`v(*1^l^i5am^qkL2Aj!(a--%m1AE{vzuoc93`Jan9A
z2-te!X3VE%g!KeD+-w(lw3>%!sU>EL#{_!Gk{LC`ipFtWlj~NVV@5QcKmjj-=mvx<
zxF5@Q^xRYBW@|G7i%z{>V$$e0RmQe$PA;XpPMbZ(QiqiXHDEUdg}d2}Z|*#_bKhUl
zOzAb14l?(#K=87Jb?Wh6@rNHNW<>VXnXgc}TmZZP2){p~wY}rSV`ji5P|(8DznJ!F
zPL5BhTV@Kr@wpY}t?-p(e!YIhVt;?saE}?$02FWJ4XeB=-1yH?{GzN$<ep#A9OU(w
zpylmwaYy#V$D`fNh=pI#QRe<55WI%tIlQ&*+Q^gXX2e-gxY`a^j|EnLdElj)^5iQj
z`&!XQMSLd*<~FTH3`wf`R|7>Sw}T>@g2HQ!z4Pj>@8}nf9W^FOKTufay$289a&Obk
zKc7N%ZG?-By6x=JcjRa<^l3MM<)w+k&Q0qteBAGbITk+#g%=N;9oKCeJ}rTlU$I|@
z=LAK|BxXvPu1q?Yx~|p!V#vcgYLLkT6xP9voZY+Q$_JvWR;3L=ZxsO&8%{YtVdSjI
zL745DD$)rQu1G@JM>|fQsSshJ(DY)$$!jR6r9gdG5stdapy=t6gYfKqgFkY)=bGu(
zAL}vE#NvM`7P1mHM1$Kh&kK7`u5W~Gd{R_ZAX}3_v9zifwu2R}44zeur7HknTUEI?
zSfO;V6<*2`q5xZ=H~fqeICwlh>*Jig>~~&pz=|Mi-IHQ$MU>pQ7UZ#|p~QWay}skC
z&yRFeHLWg8<k3t!p;xXEC6y3*GTMn&$}^(-R>Ij5%QH6Qpc6rI2WAj{?r8|_4CQCZ
zNuJXeXRmfV`12xg<97vs2T<GM0CWU^-6Y|8#IvY=?f4Z=us?5T#lE{sI^h;lw6{bf
zD=*u54{p9T*{M0dl?}iKWAK*S%9Q@Is8|VMRPN5ArV6f4XVFMSU}rCVr-+~syV-KI
zFm%h`VOBMptw4UB35VjufW~>lzO=6!^jXOx4FnV3ZDc{O6j-2Wz%2^Ijy==Hz4{qa
z#C=mo+Pf+zv1|`bs(dO^8sh?Jwh&Q<iu2^UOpPUxx!1?{{9LVyI!)e0I!hR*I<>Y0
zyeq|7iW=0Wgs{||p}BZuGKWWWOk#2Z1k8Int=HD9KOQ*h;<Dw8?oBq`u|&1Ik{322
zY8Q_}H}9!M?wL>Xtwc-BwtB<o3#3QnO{(-d^0P^{s&MMg>KWu?ErRI&8;l7~l@NWE
zLyM?hNnyknwzBP%yhZd?Nw~@`8{w`zSxgsggg#U(kru!64Bu;6rWn6T)3yxF0EJh&
zZkO<OD?X+oFYswEmO3n@r3LuH1&0?CzE-W4A?$N=Y%BK?yP;s-toec9^S?CPYiK$=
zYW;Kduo<6R9f*Yy$b~)fIAT(G5U_+D4v?;ta1Mh<6@>z*$OuIbtPw-8LRoYeEjm~h
z6-<hh7m~!Hj@%2TZ11>Ywc_xAtr9Mya#6t&xjq!Nyz`@$_8nteI;4+S<GA#hqb{;e
z7-!~SYqxO~-s7U+7OSbAyKwRjf?j*AmM#+Xb<FUcbF<JKKEaccKqalF>duH}BXG}s
z$md3XuU%zCd5EjMsgV1!Ezwr-YhBJFs7=w#X0DNreY;k4^gd%Nc5ICEc=dcaC|q2Q
z{^#>YkG}o`6b=o6;THJXvX{>Aa9NBO7o!QAIO~YRs7Wo!QCDuQ^yA2N<n1M#Y6fHQ
z*leBLZF69QSM$34nvDfVY<y%&A}GA0r;@iznAgaT7fckK-B?HWy%2Git)qi3!q;vS
zkUYI<y?&-E8q#O$rH~FEH9qH1=We*n$m{fdL2&`F#Mg~Flp1%YiFy0bsP)u}^L`72
zD-fPDnkU3$eS=pFcyp@$wFZR)vP+rkEvrmwx>Mz<#{b|AGzWP-T5ph}p6hLfi>QvX
zdGTMZN|?pK4RjO;MGELqG^@|nQ(3(U=;R%OpnH3xj8>m-Z=YUk=fr$9gjqn1Srq}U
zvx$CkL;3AC$?m!N#y6KQcDc+wlvaMsCQ5P>PHA}OYmov}In*O~<kVRYN3OppQG7Px
zTTpmd(0Ta6AOCi~xY|tF0E#^*O|Hf_^4*!U#Y73PC|uWE&Q9cEPi)Y-W9z7?-~5C;
zwh)I&M>o-B1NMR&EmVa#d2;EOfG-XF?Hk{J-@eA~mcYyPS8nny0uh*w>V;FW2f(ol
z(mcHg{?B!;$vP}b%Fx23)P$6x31nAe4mo%TPia7>2(Cm?JOeC>wu3yA5qfj8^w%8&
zE1$cQ*4#;|GZ+pU(>FRE?|Cea{60FMrAwDHsuI+fg^CZY^+0DOS)>*1YlZY**gDO9
z>z?`2ij8*1#2l*pC>hLgb_i9mC}eB{ee=|=Z*+=Z@A&9G-<<EewPdGr`;mvco(N<r
zWa~K&I54~Sx1RHg3c3Z&-d1cA^;m+7CCX5@hr8lPi4L!iedO`1|7e&F%)@cJ9L;yj
zyYJsB%YCw0k<~%rMV-V^-!#fw;>(*TwYE^S=FDy>Tb2vDE9nK+Y#T{-Qa``{7{M&e
zqU(>+hkx-X^Lp-02fZwny*m*U?nZ8}h+Q=Ac;+UPJmCnFYJB(PNkSp#9{9KdBA%_g
zFc^kK$H&K|q*^?rwWr)imU{>$Yz(7z#>1>kH;?}qHE2^=;aI{P-n5vk9#Yc6MZ$;N
zJjkMEt{mt;Z8_~;;2%DHO;rlBXa@=hlKxLO1xG$?fGL1U`Go|9cVa@2N#(3HEzlPd
zmBBESx7xoS(Lurcb-bBhPm$h2?=}#^uqRahtDT3}l|!bT3!xTNtBf$X4N6FgAJiu<
zp}*^}kDYg|#ncUbU7!(L4jy<5*EBw-^(8pqz(#u4Ud>J~v3TyQLe%4hi$UR7w4+Bu
z-&N12`#Yfr=Y|vT-l;pLK%JlriS3yb9n;@pVv7oPRyBt9kdz3-x}@aT)YQ1x<n!GE
z+O4m)1sn3aS)<oS!%<}skcCED3fG$4nkVj*;dM#u-5Cw@UUUYSn>iZUOi;KB`&9SC
z_GY`kt_2DP@9ZU-jWLu6D<XXHs-elx872Lk(klwfB3&xn)Dabl$nUE7M4b_b#*Sgf
z$b0)lT;Dya=co=ljMTr9@GRc<l48MsRW2*^O(oH>+*RE3EQekPHHcr^qBKmQzF;?<
zn!Ji1$QEAZN}x~S_wMI9j#&7~3U4=8+;cZR+O?zo8>irlKGdwTsOx@bxqLh>JmjEm
zsQv3smt}Eb3+ZZQv81?qY$(7lIR@QO_Br8{Gq;L3i-{bY#9w&j%=Q&u@~OB7y+k?6
zTp_G;qMD0HYy8fX@TQe*L|+<Xl%MR$vaTqf6Wmth1S=s%x;tK^DItNBy#P6<O%QRk
zX_PR~v?;=myeA1)hkB{e2`Q;?nHnjniOI24;|t+W)29eq`fH+aq{>r7c?JgK7mGwa
zCOFW9N$6eGeKT2;L^O-F8z8WBq~OUSkNi3d8)`EJ@Yd6XT~41bM4|)zoQa%IzsHfR
zaT&scYG(*n+K~aFZhtRIkX?o_Qu_=MNS8B&3r)`uUi2hGbf&BfWcxHzc+!(afOyUm
zWy!iO>YB6&#r2;DaN{fxHp~+h_)~yn5IaX4rzM%9tW|)2YM<eBGy~@dFJ_8av?~jz
zE*CEX&@n?;<9C6ClP(~qa<)j&(cmmdrZV|%KITvOR4(W6d@)wXl9r;TbA?wye(7_?
zccjY%KiB!-*LEQ~&_L?9Q1q8ftQH9uOf@|gi7E0yz#^#i(jpNnZ&MeekiW;8D&tsH
zSkcbKqKrY6xm#eU|4{FdBfY!ftd8~}+@GSyKo|AqKr6vZL=~Npx-Jo&t&D0dM=upF
z)_n#=C-+Jrd^XUwB~aIxTKEK~DML5#OsfFyUCC=1#J-v<3^`fLgpH0K_JS;`dmUOX
zis^Krs`pWomBNQU34?Cba#^iXgQ_kY2AV2xbBQQUbC$xysy=Eh6(5@wCv!l<<*46E
z5emWQuM`0}TUUvFj#$EyW}0yZQqKEHMAD2rxZ#nXL`k}TN|dRl0s16IC-sdT5SyHu
z;uoD1=Qk)dE<Pn8I(1NTbi7|o;((-Rc<|lhkU-@WbXv5u55eh5RgLN%Rm26+>Fx6F
zofcJ#_l!%ZA-|Q`pX&QV#r=1P(jo%qu}AL^RcZGQ;ap78lVj-hA!wj#E?la0u4rZ-
zm*STco!ZwgE+HkZS1i@qBP!C5xuS$)Vp3{cBE(BfPK_O!>X%A0zJ*`kJ0WW4yvh}m
z1y%n|e3UbOkBG2@<LuZAeI5M`O(|@jm`*SDp%BNDXi8rD#hRQF2SlJkZw?82I(P`K
z|L8D`g4>RCpD{I0incj-j)-)H4)J};aq%g+okDxR$G7!P!8A=zh-kXE7Y$|QDG^4f
zw-uE*gVy)S8R3dwjJ}eGX5QvB9;`hhO3Me~^b!bsUUwFPRnHR!TlL+J>Tm!2B<f=b
z8%!<p#5WS(3YWmMq9HD$jmR<ktcW1{<Dv|35p?V~QH7?Q6XEWG%pf_&uXoRg=!k&c
z(ZS(<#sFh*Kqx}hSa{l4L_vCTPE>Y9R4fD)oa1?3OcGGr;!EO78dyVk=5)R+uxf*m
z5_SDUw6;MPuSywkM>v<O*E70jY<!KF#9py}y_2H{#A*-v#3sZhvxR8dHMr)D8!%Ar
zAELTfOk%=d_?cfy;-KW1Sib?$N$9!J!}|4%O^rtXedS9y$?!awW6up}H2t8kr22P-
z|IE9h4h_B|+EcY#!c`sMU%7)8;&5D)rs8)*C7ON>ac9SEIO+U5qB8ZrB@FoWq%f9M
z6RK}qpT6-(q>F?qdR!I7oU|vYHT-IrsHv2773?lQ7xn`C@?_`m`F>Gd&Suu3IxP+e
zZ-@}Wwm|ql0G&oRgtYo5!X3Q}YB3Nta%dzxktc%IjsnWQ5yb1!2!VBDGsun7ZD`Fc
z;igvQ@dOcy!qlFqJlCWI9l0YMR9gM3=u@8D5COO|Qq`Nn+uc;3*!ZN_WWSWS0ZH+(
ze$g>8u_<(=1y}91aPTScG=;18J~)MI8celrLfhAGBHzNR2wZcoiD0#;->!+))Uh5U
z{`3aC9un)R)^$+<t`JU;suE4QE<DjswGBgU1Mi4NjIpQ0KOp|(yHG_waP<q+_U0ww
zOgHYL*`pjxjJTad{Doq#<{^KZi3s8$_k@=v57Ma9JyDASULeH!-bYVx{~kh?F%7;U
zarZ?<?uIws7fsM4R0Z2T7p^XRS{w$~hHILarBIdUVp7F-9zrMYJn>`Gsk}<R5RnMe
qY9%3i1hor;2~`iX|Ho7TblP^*>mT96lBn61|0A3+P|E#B%=te!cMzZe

diff --git a/frontend/package.json b/frontend/package.json
index 96125340..4e5ba4a8 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -1,7 +1,7 @@
 {
   "name": "frontend",
   "private": true,
-  "version": "0.0.0",
+  "version": "0.2.3",
   "type": "module",
   "scripts": {
     "dev": "vite",
@@ -10,46 +10,46 @@
     "preview": "vite preview"
   },
   "dependencies": {
-    "@radix-ui/react-dropdown-menu": "^2.1.2",
-    "@radix-ui/react-icons": "^1.3.0",
-    "@radix-ui/react-label": "^2.1.0",
-    "@radix-ui/react-progress": "^1.1.0",
-    "@radix-ui/react-slot": "^1.1.0",
-    "@radix-ui/react-tabs": "^1.1.0",
-    "@radix-ui/react-toast": "^1.2.1",
-    "@radix-ui/react-tooltip": "^1.1.2",
+    "@radix-ui/react-dropdown-menu": "^2.1.4",
+    "@radix-ui/react-icons": "^1.3.2",
+    "@radix-ui/react-label": "^2.1.1",
+    "@radix-ui/react-progress": "^1.1.1",
+    "@radix-ui/react-slot": "^1.1.1",
+    "@radix-ui/react-tabs": "^1.1.2",
+    "@radix-ui/react-toast": "^1.2.4",
+    "@radix-ui/react-tooltip": "^1.1.6",
     "@tanstack/react-form": "^0.32.0",
-    "@tanstack/react-query": "^5.56.2",
-    "@tanstack/react-router": "^1.52.3",
+    "@tanstack/react-query": "^5.62.11",
+    "@tanstack/react-router": "^1.93.0",
     "@uiw/react-markdown-preview": "^5.1.3",
-    "class-variance-authority": "^0.7.0",
+    "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",
-    "hono": "^4.6.3",
+    "hono": "^4.6.15",
     "lucide-react": "^0.438.0",
     "notion-md-crawler": "^1.0.0",
     "react": "^18.3.1",
     "react-dom": "^18.3.1",
-    "tailwind-merge": "^2.5.2",
+    "tailwind-merge": "^2.6.0",
     "tailwindcss-animate": "^1.0.7",
-    "zod": "^3.23.8"
+    "zod": "^3.24.1"
   },
   "devDependencies": {
-    "@eslint/js": "^9.9.0",
-    "@tanstack/router-devtools": "^1.52.3",
-    "@tanstack/router-plugin": "^1.52.0",
-    "@types/node": "^22.5.1",
-    "@types/react": "^18.3.3",
-    "@types/react-dom": "^18.3.0",
-    "@vitejs/plugin-react": "^4.3.1",
+    "@eslint/js": "^9.17.0",
+    "@tanstack/router-devtools": "^1.93.0",
+    "@tanstack/router-plugin": "^1.93.0",
+    "@types/node": "^22.10.3",
+    "@types/react": "^18.3.18",
+    "@types/react-dom": "^18.3.5",
+    "@vitejs/plugin-react": "^4.3.4",
     "autoprefixer": "^10.4.20",
-    "eslint": "^9.9.0",
-    "eslint-plugin-react-hooks": "^5.1.0-rc.0",
-    "eslint-plugin-react-refresh": "^0.4.9",
-    "globals": "^15.9.0",
-    "postcss": "^8.4.42",
-    "tailwindcss": "^3.4.10",
-    "typescript": "^5.5.3",
-    "typescript-eslint": "^8.0.1",
-    "vite": "^5.4.1"
+    "eslint": "^9.17.0",
+    "eslint-plugin-react-hooks": "^5.1.0",
+    "eslint-plugin-react-refresh": "^0.4.16",
+    "globals": "^15.14.0",
+    "postcss": "^8.4.49",
+    "tailwindcss": "^3.4.17",
+    "typescript": "^5.7.2",
+    "typescript-eslint": "^8.19.0",
+    "vite": "^5.4.11"
   }
 }
diff --git a/frontend/src/components/Autocomplete.tsx b/frontend/src/components/Autocomplete.tsx
index 9a331584..0112bae8 100644
--- a/frontend/src/components/Autocomplete.tsx
+++ b/frontend/src/components/Autocomplete.tsx
@@ -63,7 +63,7 @@ export const UserQueryHistoryAutocompleteElement = ({
 }: { result: UserQueryHAutocomplete; onClick: () => void }) => {
   return (
     <div onClick={onClick} className="flex items-center">
-      <History size={16} className="mr-[10px]" />
+      <History color="#AEBAD3" size={16} className="mr-[10px]" />
       <p>{result.query_text}</p>
     </div>
   )
diff --git a/frontend/src/components/ChatBox.tsx b/frontend/src/components/ChatBox.tsx
index 3447e1ce..8ba9aaa4 100644
--- a/frontend/src/components/ChatBox.tsx
+++ b/frontend/src/components/ChatBox.tsx
@@ -138,7 +138,7 @@ export const ChatBox = ({
             disabled={isStreaming}
             onClick={() => handleSend(query)}
             style={{ marginLeft: "auto" }}
-            className="flex mr-6 bg-[#464B53] text-white hover:bg-[#5a5f66] rounded-full w-[32px] h-[32px] items-center justify-center"
+            className={`flex mr-6 bg-[#464B53] text-white ${!isStreaming ? "hover:bg-[#5a5f66]" : ""}  rounded-full w-[32px] h-[32px] items-center justify-center disabled:opacity-50`}
           >
             <ArrowRight className="text-white" size={16} />
           </button>
diff --git a/frontend/src/components/HistoryModal.tsx b/frontend/src/components/HistoryModal.tsx
index 40ecb616..43b5d6d2 100644
--- a/frontend/src/components/HistoryModal.tsx
+++ b/frontend/src/components/HistoryModal.tsx
@@ -1,14 +1,28 @@
 import { api } from "@/api"
-import { useQuery } from "@tanstack/react-query"
+import {
+  InfiniteData,
+  useInfiniteQuery,
+  useMutation,
+  useQueryClient,
+} from "@tanstack/react-query"
 import { SelectPublicChat } from "shared/types"
-import { MoreHorizontal, X } from "lucide-react"
-import { useRouter } from "@tanstack/react-router"
+import { Trash2, MoreHorizontal, X, Pencil, Loader } from "lucide-react"
+import { useNavigate, useRouter } from "@tanstack/react-router"
+import {
+  DropdownMenu,
+  DropdownMenuContent,
+  DropdownMenuTrigger,
+  DropdownMenuItem,
+} from "@/components/ui/dropdown-menu"
+import { useEffect, useRef, useState } from "react"
 
-const fetchChats = async () => {
+export const pageSize = 21
+
+export const fetchChats = async ({ pageParam = 0 }: { pageParam?: number }) => {
   let items = []
   const response = await api.chat.history.$get({
     query: {
-      page: 0,
+      page: pageParam ?? 0,
     },
   })
   if (response.ok) {
@@ -17,29 +31,223 @@ const fetchChats = async () => {
   return items
 }
 
+export const renameChat = async (
+  chatId: string,
+  newTitle: string,
+): Promise<{ chatId: string; title: string }> => {
+  const res = await api.chat.rename.$post({
+    json: { chatId, title: newTitle },
+  })
+  if (!res.ok) throw new Error("Error renaming chat")
+  return { chatId, title: newTitle }
+}
+
 const HistoryModal = ({
   onClose,
   pathname,
 }: { onClose: () => void; pathname: string }) => {
+  const queryClient = useQueryClient()
+  const navigate = useNavigate({ from: "/" })
+
+  const [isEditing, setIsEditing] = useState<boolean>(false)
+  const [editedTitle, setEditedTitle] = useState<string>("")
+  const [editedChatId, setEditedChatId] = useState<string | null>(null)
+  const titleRef = useRef<HTMLInputElement | null>(null)
+
+  const historyRef = useRef<HTMLDivElement | null>(null)
+
   const router = useRouter()
   const {
     isPending,
     error,
     data: historyItems,
-  } = useQuery<SelectPublicChat[]>({
-    queryKey: ["all-connectors"],
-    queryFn: fetchChats,
+    isFetching,
+    isFetchingNextPage,
+    hasNextPage,
+    fetchNextPage,
+  } = useInfiniteQuery<
+    SelectPublicChat[],
+    Error,
+    InfiniteData<SelectPublicChat[]>,
+    ["all-chats"],
+    number
+  >({
+    queryKey: ["all-chats"],
+    queryFn: ({ pageParam = 0 }: { pageParam?: number }) =>
+      fetchChats({ pageParam }),
+    getNextPageParam: (lastPage, allPages) => {
+      // lastPage?.length < pageSize becomes true, when there are no more pages
+      if (lastPage?.length < pageSize) {
+        return undefined
+      }
+      // Otherwise, next page = current number of pages fetched so far
+      return allPages?.length
+    },
+    initialPageParam: 0,
   })
+
+  const handleScroll = () => {
+    if (!historyRef.current) return
+
+    const { scrollTop, scrollHeight, clientHeight } = historyRef.current
+
+    // If the user scrolled to bottom (or near bottom)
+    if (scrollTop + clientHeight >= scrollHeight - 100 /* threshold */) {
+      if (hasNextPage && !isFetchingNextPage) {
+        fetchNextPage()
+      }
+    }
+  }
+
+  // Combine all pages of chats into a single array
+  const chats = historyItems?.pages.flat() || []
+
+  let existingChatId = ""
+  if (pathname.startsWith("/chat/")) {
+    existingChatId = pathname.substring(6)
+  }
+
+  useEffect(() => {
+    // Only run if there's still more pages and we're not already fetching
+    if (hasNextPage && !isFetchingNextPage) {
+      const el = historyRef.current
+      if (!el) return
+
+      // Check if there's no scrollbar (meaning scrollHeight <= clientHeight)
+      if (el.scrollHeight - 100 <= el.clientHeight) {
+        fetchNextPage()
+      }
+    }
+  }, [chats, hasNextPage, isFetchingNextPage, fetchNextPage])
+
+  const deleteChat = async (chatId: string): Promise<string> => {
+    const res = await api.chat.delete.$post({
+      json: { chatId },
+    })
+    if (!res.ok) throw new Error("Error deleting chat")
+    return chatId
+  }
+
+  const mutation = useMutation<string, Error, string>({
+    mutationFn: deleteChat,
+    onSuccess: (chatId: string) => {
+      queryClient.setQueryData<InfiniteData<SelectPublicChat[]>>(
+        ["all-chats"],
+        (oldData) => {
+          if (!oldData) return oldData
+
+          const newPages = oldData.pages.map((page) =>
+            page.filter((chat) => chat.externalId !== chatId),
+          )
+          return { ...oldData, pages: newPages }
+        },
+      )
+
+      // If the deleted chat is opened and it's deleted, then user should be taken back to '/'
+      if (existingChatId === chatId) {
+        navigate({ to: "/" })
+      }
+    },
+    onError: (error: Error) => {
+      console.error("Failed to delete chat:", error)
+    },
+  })
+
+  const renameChatMutation = useMutation<
+    { chatId: string; title: string }, // The type of data returned from the mutation
+    Error, // The type of error
+    { chatId: string; newTitle: string } // The type of variables passed to the mutation
+  >({
+    mutationFn: async ({ chatId, newTitle }) => {
+      return await renameChat(chatId, newTitle)
+    },
+    onSuccess: ({ chatId, title }) => {
+      queryClient.setQueryData<InfiniteData<SelectPublicChat[]>>(
+        ["all-chats"],
+        (oldData) => {
+          if (!oldData) return oldData
+
+          let chatToUpdate: SelectPublicChat | undefined
+          oldData.pages.forEach((page) => {
+            const found = page.find((c) => c.externalId === chatId)
+            if (found) chatToUpdate = found
+          })
+
+          if (!chatToUpdate) {
+            return oldData
+          }
+
+          const updatedChat = { ...chatToUpdate, title }
+
+          // Remove the old version from all pages
+          const filteredPages = oldData.pages.map((page) =>
+            page.filter((c) => c.externalId !== chatId),
+          )
+
+          // Insert the updated chat at the front of the first page
+          const newPages = [
+            [updatedChat, ...filteredPages[0]],
+            ...filteredPages.slice(1),
+          ]
+
+          return {
+            ...oldData,
+            pages: newPages,
+          }
+        },
+      )
+      setIsEditing(false)
+    },
+    onError: (error: Error) => {
+      setIsEditing(false)
+      console.error("Failed to rename chat:", error)
+    },
+  })
+
   if (error) {
     return <p>Something went wrong...</p>
   }
   if (isPending) {
     return <p>Loading...</p>
   }
-  let existingChatId = ""
-  if (pathname.startsWith("/chat/")) {
-    existingChatId = pathname.substring(6)
+
+  const handleKeyDown = async (
+    e: React.KeyboardEvent<HTMLInputElement>,
+    item: SelectPublicChat,
+  ) => {
+    if (e.key === "Enter") {
+      e.preventDefault()
+      if (editedTitle && editedTitle !== item.title) {
+        renameChatMutation.mutate({
+          chatId: item?.externalId,
+          newTitle: editedTitle,
+        })
+      }
+    } else if (e.key === "Escape") {
+      e.preventDefault()
+      setEditedTitle(item.title) // Revert to original title
+      setIsEditing(false)
+      if (titleRef.current) {
+        titleRef.current.value = item.title // Revert UI to original title
+      }
+    }
+  }
+
+  const handleInput = (e: React.ChangeEvent<HTMLInputElement>) => {
+    setEditedTitle(e.target.value) // Update state with edited content
   }
+
+  const handleBlur = (item: SelectPublicChat) => {
+    if (editedTitle !== item.title) {
+      // Revert to original title if editing is canceled
+      setEditedTitle(item.title)
+      if (titleRef.current) {
+        titleRef.current.value = item.title // Revert UI to original title
+      }
+    }
+    setIsEditing(false) // Exit editing mode
+  }
+
   return (
     <div className="fixed left-[58px] top-0 max-w-sm w-[300px] h-[calc(100%-18px)] m-[6px] bg-[#F7FAFC] border-[0.5px] border-[#D7E0E9] rounded-[12px] flex flex-col select-none">
       <div className="flex justify-between items-center ml-[18px] mt-[14px]">
@@ -53,32 +261,88 @@ const HistoryModal = ({
           <X stroke="#9EB6CE" size={14} />
         </button>
       </div>
-      <div className="flex-1 overflow-auto mt-[15px]">
+      <div
+        ref={historyRef}
+        className="flex-1 overflow-auto mt-[15px]"
+        onScroll={handleScroll}
+      >
         <ul>
-          {historyItems.map((item, index) => (
+          {chats.map((item, index) => (
             <li
               key={index}
               className={`group flex justify-between items-center ${item.externalId === existingChatId ? "bg-[#EBEFF2]" : ""} hover:bg-[#EBEFF2] rounded-[6px] pt-[8px] pb-[8px] ml-[8px] mr-[8px]`}
             >
-              <span
-                className="text-[14px] pl-[10px] pr-[10px] truncate cursor-pointer"
-                onClick={() => {
-                  router.navigate({
-                    to: "/chat/$chatId",
-                    params: { chatId: item.externalId },
-                  })
-                  item.extenalId
-                }}
-              >
-                {item.title}
-              </span>
-              <MoreHorizontal
-                size={16}
-                className="invisible group-hover:visible mr-[10px] cursor-pointer"
-              />
+              {isEditing && editedChatId === item.externalId ? (
+                <input
+                  ref={titleRef}
+                  className="text-[14px] pl-[10px] pr-[10px] truncate cursor-pointer flex-grow max-w-[250px]"
+                  type="text"
+                  value={editedTitle}
+                  onChange={(e) => handleInput(e)}
+                  onBlur={() => handleBlur(item)}
+                  onKeyDown={(e) => handleKeyDown(e, item)}
+                  autoFocus
+                />
+              ) : (
+                <span
+                  className="text-[14px] pl-[10px] pr-[10px] truncate cursor-pointer flex-grow max-w-[250px]"
+                  onClick={() => {
+                    router.navigate({
+                      to: "/chat/$chatId",
+                      params: { chatId: item.externalId },
+                    })
+                  }}
+                >
+                  {item.title}
+                </span>
+              )}
+              <DropdownMenu>
+                <DropdownMenuTrigger asChild>
+                  <MoreHorizontal
+                    size={16}
+                    className={
+                      "invisible group-hover:visible mr-[10px] cursor-pointer"
+                    }
+                  />
+                </DropdownMenuTrigger>
+                <DropdownMenuContent>
+                  <DropdownMenuItem
+                    key={"rename"}
+                    className="flex text-[14px] py-[8px] px-[10px] hover:bg-[#EBEFF2] items-center"
+                    onClick={() => {
+                      setEditedTitle(item.title) // Set the current title for editing
+                      setEditedChatId(item.externalId) // Track the chat being edited
+                      setIsEditing(true)
+                      setTimeout(() => {
+                        if (titleRef.current) {
+                          titleRef.current.focus()
+                        }
+                      }, 0)
+                    }}
+                  >
+                    <Pencil size={16} />
+                    <span>Rename</span>
+                  </DropdownMenuItem>
+                  <DropdownMenuItem
+                    key={"delete"}
+                    className="flex text-[14px] py-[8px] px-[10px] hover:bg-[#EBEFF2] items-center"
+                    onClick={() => {
+                      mutation.mutate(item?.externalId)
+                    }}
+                  >
+                    <Trash2 size={16} className="text-red-500" />
+                    <span className="text-red-500">Delete</span>
+                  </DropdownMenuItem>
+                </DropdownMenuContent>
+              </DropdownMenu>
             </li>
           ))}
         </ul>
+        {(isFetching || isFetchingNextPage) && (
+          <div className="flex items-center justify-center">
+            <Loader className="animate-spin" size={18} />
+          </div>
+        )}
       </div>
     </div>
   )
diff --git a/frontend/src/components/OAuthTab.tsx b/frontend/src/components/OAuthTab.tsx
new file mode 100644
index 00000000..6a21e839
--- /dev/null
+++ b/frontend/src/components/OAuthTab.tsx
@@ -0,0 +1,74 @@
+import { TabsContent } from "./ui/tabs"
+import {
+  LoaderContent,
+  OAuthButton,
+  OAuthForm,
+  OAuthIntegrationStatus,
+} from "@/routes/_authenticated/admin/integrations"
+import {
+  Card,
+  CardContent,
+  CardDescription,
+  CardHeader,
+  CardTitle,
+} from "./ui/card"
+import { Apps } from "shared/types"
+
+interface OAuthTabProps {
+  isPending: boolean
+  oauthIntegrationStatus: OAuthIntegrationStatus
+  setOAuthIntegrationStatus: (status: OAuthIntegrationStatus) => void
+  updateStatus: string
+}
+
+const OAuthTab = ({
+  isPending,
+  oauthIntegrationStatus,
+  setOAuthIntegrationStatus,
+  updateStatus,
+}: OAuthTabProps) => {
+  return (
+    <TabsContent value="oauth">
+      {isPending ? (
+        <LoaderContent />
+      ) : oauthIntegrationStatus === OAuthIntegrationStatus.Provider ? (
+        <OAuthForm
+          onSuccess={() =>
+            setOAuthIntegrationStatus(OAuthIntegrationStatus.OAuth)
+          }
+        />
+      ) : oauthIntegrationStatus === OAuthIntegrationStatus.OAuth ? (
+        <Card>
+          <CardHeader>
+            <CardTitle>Google OAuth</CardTitle>
+            <CardDescription>Connect using Google OAuth here.</CardDescription>
+          </CardHeader>
+          <CardContent>
+            <OAuthButton
+              app={Apps.GoogleDrive}
+              setOAuthIntegrationStatus={setOAuthIntegrationStatus}
+              text="Connect with Google OAuth"
+            />
+          </CardContent>
+        </Card>
+      ) : (
+        <Card>
+          <CardHeader>
+            <CardTitle>Google OAuth</CardTitle>
+            {oauthIntegrationStatus ===
+              OAuthIntegrationStatus.OAuthConnecting && (
+              <CardDescription>status: {updateStatus} </CardDescription>
+            )}
+          </CardHeader>
+          <CardContent>
+            {oauthIntegrationStatus === OAuthIntegrationStatus.OAuthConnected
+              ? "Connected"
+              : "Connecting"}
+          </CardContent>
+        </Card>
+      )}
+    </TabsContent>
+  )
+}
+
+export default OAuthTab
diff --git a/frontend/src/components/SearchBar.tsx b/frontend/src/components/SearchBar.tsx
index 315f893d..5b285a2c 100644
--- a/frontend/src/components/SearchBar.tsx
+++ b/frontend/src/components/SearchBar.tsx
@@ -19,13 +19,12 @@ export const SearchBar = forwardRef<HTMLDivElement, any>(
       handleAnswer,
       filter,
       onLastUpdated,
-      pathname,
+      hasSearched,
     },
     autocompleteRef,
   ) => {
     const inputRef = useRef<HTMLInputElement | null>(null)
     const navigate = useNavigate({ from: "/search" })
-    const hasSearched = !(pathname === "/")
 
     useEffect(() => {
       if (inputRef.current) {
diff --git a/frontend/src/components/Sidebar.tsx b/frontend/src/components/Sidebar.tsx
index 2c38b031..b6108a35 100644
--- a/frontend/src/components/Sidebar.tsx
+++ b/frontend/src/components/Sidebar.tsx
@@ -2,11 +2,13 @@ import { Link, useLocation } from "@tanstack/react-router"
 import { Plug, Plus, History } from "lucide-react"
 import { useState } from "react"
 import HistoryModal from "@/components/HistoryModal"
+import { UserRole } from "shared/types"
 
 export const Sidebar = ({
   className = "",
   photoLink = "",
-}: { className?: string; photoLink?: string }) => {
+  role = "",
+}: { className?: string; photoLink?: string; role?: string }) => {
   const location = useLocation()
   const [showHistory, setShowHistory] = useState<boolean>(false)
   return (
@@ -33,13 +35,14 @@ export const Sidebar = ({
         <History size={18} stroke="#384049" />
       </div>
       <Link
-        to="/admin/integrations"
+        to={`${role === UserRole.SuperAdmin || role === UserRole.Admin ? "/admin/integrations" : "/integrations"}`}
         className="flex w-[32px] h-[32px] items-center justify-center"
       >
         <Plug
           stroke="#384049"
           size={18}
-          {...(location.pathname === "/admin/integrations"
+          {...(location.pathname === "/admin/integrations" ||
+          location.pathname === "/integrations"
             ? { className: "text-blue-500 hover:text-blue-600" }
             : { className: "hover:text-blue-600" })}
         />
diff --git a/frontend/src/components/error.tsx b/frontend/src/components/error.tsx
new file mode 100644
index 00000000..e9545931
--- /dev/null
+++ b/frontend/src/components/error.tsx
@@ -0,0 +1,6 @@
+export const errorComponent = () => (
+  <div>
+    <h1>Error Occurred</h1>
+    <p>Something went wrong. Please refresh.</p>
+  </div>
+)
diff --git a/frontend/src/lib/utils.ts b/frontend/src/lib/utils.ts
index c98ec17a..25977d04 100644
--- a/frontend/src/lib/utils.ts
+++ b/frontend/src/lib/utils.ts
@@ -51,3 +51,29 @@ export const humanizeNumbers = (num: number): string => {
 
   return `${formatter.format(scaledNum)}${unit}`
 }
+
+// [1,2,3] -> [1] [2] [3]
+export const splitGroupedCitationsWithSpaces = (text: string): string => {
+  if (!text || typeof text !== "string") {
+    throw new Error("Invalid input text")
+  }
+
+  // Only match groups containing numbers, commas and spaces
+  return text.replace(
+    /\[(\d+(?:\s*,\s*\d+)*)\]/g,
+    (match: string, group: string) => {
+      // Split by comma and clean each number
+      const numbers = group
+        .split(",")
+        .map((n: string) => n.trim())
+        .filter((n: string) => n.length > 0)
+
+      // If no valid numbers found, return original match
+      if (numbers.length === 0) {
+        return match
+      }
+
+      return numbers.map((num: string) => `[${num}]`).join(" ")
+    },
+  )
+}
diff --git a/frontend/src/oauth/index.ts b/frontend/src/oauth/index.ts
index 991805dc..7e105696 100644
--- a/frontend/src/oauth/index.ts
+++ b/frontend/src/oauth/index.ts
@@ -30,7 +30,7 @@ export class OAuthModal {
         this.openAuthWindow(`${authUrl}?app=${app}`)
         this.monitorWindow(resolve, reject)
       } catch (error) {
-        this.logger.error(`Error starting OAuth: ${error}`)
+        this.logger.error(error, `Error starting OAuth: ${error}`)
         reject(error)
       }
     })
@@ -96,6 +96,7 @@ export class OAuthModal {
         // This error happens due to cross-origin issues before the window redirects to your domain
         // It can be safely ignored until the popup window navigates to a URL on your domain
         this.logger.error(
+          error,
           {
             oauthProgress: {
               success: false,
diff --git a/frontend/src/routeTree.gen.ts b/frontend/src/routeTree.gen.ts
index eb85e37f..586f56e1 100644
--- a/frontend/src/routeTree.gen.ts
+++ b/frontend/src/routeTree.gen.ts
@@ -1,12 +1,12 @@
-/* prettier-ignore-start */
-
 /* eslint-disable */
 
 // @ts-nocheck
 
 // noinspection JSUnusedGlobalSymbols
 
-// This file is auto-generated by TanStack Router
+// This file was automatically generated by TanStack Router.
+// You should NOT make any changes in this file as it will be overwritten.
+// Additionally, you should also exclude this file from your linter and/or formatter to prevent it from being checked or modified.
 
 // Import Routes
 
@@ -16,6 +16,7 @@ import { Route as AuthenticatedImport } from './routes/_authenticated'
 import { Route as AuthenticatedIndexImport } from './routes/_authenticated/index'
 import { Route as OauthSuccessImport } from './routes/oauth/success'
 import { Route as AuthenticatedSearchImport } from './routes/_authenticated/search'
+import { Route as AuthenticatedIntegrationsImport } from './routes/_authenticated/integrations'
 import { Route as AuthenticatedChatImport } from './routes/_authenticated/chat'
 import { Route as AuthenticatedChatChatIdImport } from './routes/_authenticated/chat.$chatId'
 import { Route as AuthenticatedAdminIntegrationsImport } from './routes/_authenticated/admin/integrations'
@@ -23,6 +24,7 @@ import { Route as AuthenticatedAdminIntegrationsImport } from './routes/_authent
 // Create/Update Routes
 
 const AuthRoute = AuthImport.update({
+  id: '/auth',
   path: '/auth',
   getParentRoute: () => rootRoute,
 } as any)
@@ -33,32 +35,44 @@ const AuthenticatedRoute = AuthenticatedImport.update({
 } as any)
 
 const AuthenticatedIndexRoute = AuthenticatedIndexImport.update({
+  id: '/',
   path: '/',
   getParentRoute: () => AuthenticatedRoute,
 } as any)
 
 const OauthSuccessRoute = OauthSuccessImport.update({
+  id: '/oauth/success',
   path: '/oauth/success',
   getParentRoute: () => rootRoute,
 } as any)
 
 const AuthenticatedSearchRoute = AuthenticatedSearchImport.update({
+  id: '/search',
   path: '/search',
   getParentRoute: () => AuthenticatedRoute,
 } as any)
 
+const AuthenticatedIntegrationsRoute = AuthenticatedIntegrationsImport.update({
+  id: '/integrations',
+  path: '/integrations',
+  getParentRoute: () => AuthenticatedRoute,
+} as any)
+
 const AuthenticatedChatRoute = AuthenticatedChatImport.update({
+  id: '/chat',
   path: '/chat',
   getParentRoute: () => AuthenticatedRoute,
 } as any)
 
 const AuthenticatedChatChatIdRoute = AuthenticatedChatChatIdImport.update({
+  id: '/$chatId',
   path: '/$chatId',
   getParentRoute: () => AuthenticatedChatRoute,
 } as any)
 
 const AuthenticatedAdminIntegrationsRoute =
   AuthenticatedAdminIntegrationsImport.update({
+    id: '/admin/integrations',
     path: '/admin/integrations',
     getParentRoute: () => AuthenticatedRoute,
   } as any)
@@ -88,6 +102,13 @@ declare module '@tanstack/react-router' {
       preLoaderRoute: typeof AuthenticatedChatImport
       parentRoute: typeof AuthenticatedImport
     }
+    '/_authenticated/integrations': {
+      id: '/_authenticated/integrations'
+      path: '/integrations'
+      fullPath: '/integrations'
+      preLoaderRoute: typeof AuthenticatedIntegrationsImport
+      parentRoute: typeof AuthenticatedImport
+    }
     '/_authenticated/search': {
       id: '/_authenticated/search'
       path: '/search'
@@ -128,20 +149,124 @@ declare module '@tanstack/react-router' {
 
 // Create and export the route tree
 
-export const routeTree = rootRoute.addChildren({
-  AuthenticatedRoute: AuthenticatedRoute.addChildren({
-    AuthenticatedChatRoute: AuthenticatedChatRoute.addChildren({
-      AuthenticatedChatChatIdRoute,
-    }),
-    AuthenticatedSearchRoute,
-    AuthenticatedIndexRoute,
-    AuthenticatedAdminIntegrationsRoute,
-  }),
-  AuthRoute,
-  OauthSuccessRoute,
-})
-
-/* prettier-ignore-end */
+interface AuthenticatedChatRouteChildren {
+  AuthenticatedChatChatIdRoute: typeof AuthenticatedChatChatIdRoute
+}
+
+const AuthenticatedChatRouteChildren: AuthenticatedChatRouteChildren = {
+  AuthenticatedChatChatIdRoute: AuthenticatedChatChatIdRoute,
+}
+
+const AuthenticatedChatRouteWithChildren =
+  AuthenticatedChatRoute._addFileChildren(AuthenticatedChatRouteChildren)
+
+interface AuthenticatedRouteChildren {
+  AuthenticatedChatRoute: typeof AuthenticatedChatRouteWithChildren
+  AuthenticatedIntegrationsRoute: typeof AuthenticatedIntegrationsRoute
+  AuthenticatedSearchRoute: typeof AuthenticatedSearchRoute
+  AuthenticatedIndexRoute: typeof AuthenticatedIndexRoute
+  AuthenticatedAdminIntegrationsRoute: typeof AuthenticatedAdminIntegrationsRoute
+}
+
+const AuthenticatedRouteChildren: AuthenticatedRouteChildren = {
+  AuthenticatedChatRoute: AuthenticatedChatRouteWithChildren,
+  AuthenticatedIntegrationsRoute: AuthenticatedIntegrationsRoute,
+  AuthenticatedSearchRoute: AuthenticatedSearchRoute,
+  AuthenticatedIndexRoute: AuthenticatedIndexRoute,
+  AuthenticatedAdminIntegrationsRoute: AuthenticatedAdminIntegrationsRoute,
+}
+
+const AuthenticatedRouteWithChildren = AuthenticatedRoute._addFileChildren(
+  AuthenticatedRouteChildren,
+)
+
+export interface FileRoutesByFullPath {
+  '': typeof AuthenticatedRouteWithChildren
+  '/auth': typeof AuthRoute
+  '/chat': typeof AuthenticatedChatRouteWithChildren
+  '/integrations': typeof AuthenticatedIntegrationsRoute
+  '/search': typeof AuthenticatedSearchRoute
+  '/oauth/success': typeof OauthSuccessRoute
+  '/': typeof AuthenticatedIndexRoute
+  '/admin/integrations': typeof AuthenticatedAdminIntegrationsRoute
+  '/chat/$chatId': typeof AuthenticatedChatChatIdRoute
+}
+
+export interface FileRoutesByTo {
+  '/auth': typeof AuthRoute
+  '/chat': typeof AuthenticatedChatRouteWithChildren
+  '/integrations': typeof AuthenticatedIntegrationsRoute
+  '/search': typeof AuthenticatedSearchRoute
+  '/oauth/success': typeof OauthSuccessRoute
+  '/': typeof AuthenticatedIndexRoute
+  '/admin/integrations': typeof AuthenticatedAdminIntegrationsRoute
+  '/chat/$chatId': typeof AuthenticatedChatChatIdRoute
+}
+
+export interface FileRoutesById {
+  __root__: typeof rootRoute
+  '/_authenticated': typeof AuthenticatedRouteWithChildren
+  '/auth': typeof AuthRoute
+  '/_authenticated/chat': typeof AuthenticatedChatRouteWithChildren
+  '/_authenticated/integrations': typeof AuthenticatedIntegrationsRoute
+  '/_authenticated/search': typeof AuthenticatedSearchRoute
+  '/oauth/success': typeof OauthSuccessRoute
+  '/_authenticated/': typeof AuthenticatedIndexRoute
+  '/_authenticated/admin/integrations': typeof AuthenticatedAdminIntegrationsRoute
+  '/_authenticated/chat/$chatId': typeof AuthenticatedChatChatIdRoute
+}
+
+export interface FileRouteTypes {
+  fileRoutesByFullPath: FileRoutesByFullPath
+  fullPaths:
+    | ''
+    | '/auth'
+    | '/chat'
+    | '/integrations'
+    | '/search'
+    | '/oauth/success'
+    | '/'
+    | '/admin/integrations'
+    | '/chat/$chatId'
+  fileRoutesByTo: FileRoutesByTo
+  to:
+    | '/auth'
+    | '/chat'
+    | '/integrations'
+    | '/search'
+    | '/oauth/success'
+    | '/'
+    | '/admin/integrations'
+    | '/chat/$chatId'
+  id:
+    | '__root__'
+    | '/_authenticated'
+    | '/auth'
+    | '/_authenticated/chat'
+    | '/_authenticated/integrations'
+    | '/_authenticated/search'
+    | '/oauth/success'
+    | '/_authenticated/'
+    | '/_authenticated/admin/integrations'
+    | '/_authenticated/chat/$chatId'
+  fileRoutesById: FileRoutesById
+}
+
+export interface RootRouteChildren {
+  AuthenticatedRoute: typeof AuthenticatedRouteWithChildren
+  AuthRoute: typeof AuthRoute
+  OauthSuccessRoute: typeof OauthSuccessRoute
+}
+
+const rootRouteChildren: RootRouteChildren = {
+  AuthenticatedRoute: AuthenticatedRouteWithChildren,
+  AuthRoute: AuthRoute,
+  OauthSuccessRoute: OauthSuccessRoute,
+}
+
+export const routeTree = rootRoute
+  ._addFileChildren(rootRouteChildren)
+  ._addFileTypes<FileRouteTypes>()
 
 /* ROUTE_MANIFEST_START
 {
@@ -158,6 +283,7 @@ export const routeTree = rootRoute.addChildren({
       "filePath": "_authenticated.tsx",
       "children": [
         "/_authenticated/chat",
+        "/_authenticated/integrations",
         "/_authenticated/search",
         "/_authenticated/",
         "/_authenticated/admin/integrations"
@@ -173,6 +299,10 @@ export const routeTree = rootRoute.addChildren({
         "/_authenticated/chat/$chatId"
       ]
     },
+    "/_authenticated/integrations": {
+      "filePath": "_authenticated/integrations.tsx",
+      "parent": "/_authenticated"
+    },
     "/_authenticated/search": {
       "filePath": "_authenticated/search.tsx",
       "parent": "/_authenticated"
diff --git a/frontend/src/routes/_authenticated.tsx b/frontend/src/routes/_authenticated.tsx
index 559d8496..37971d99 100644
--- a/frontend/src/routes/_authenticated.tsx
+++ b/frontend/src/routes/_authenticated.tsx
@@ -1,5 +1,6 @@
 import { createFileRoute, Outlet, redirect } from "@tanstack/react-router"
 import { api } from "@/api"
+import { errorComponent } from "@/components/error"
 
 export const Route = createFileRoute("/_authenticated")({
   beforeLoad: async ({ context }) => {
@@ -14,4 +15,5 @@ export const Route = createFileRoute("/_authenticated")({
   component: () => {
     return <Outlet />
   },
+  errorComponent: errorComponent,
 })
diff --git a/frontend/src/routes/_authenticated/admin/integrations.tsx b/frontend/src/routes/_authenticated/admin/integrations.tsx
index 3ec48916..afdc6d94 100644
--- a/frontend/src/routes/_authenticated/admin/integrations.tsx
+++ b/frontend/src/routes/_authenticated/admin/integrations.tsx
@@ -1,6 +1,7 @@
 import { Button } from "@/components/ui/button"
 import {
   createFileRoute,
+  redirect,
   useNavigate,
   UseNavigateResult,
   useRouterState,
@@ -16,7 +17,7 @@ import {
   CardHeader,
   CardTitle,
 } from "@/components/ui/card"
-import { Apps, AuthType, ConnectorStatus } from "shared/types"
+import { Apps, AuthType, ConnectorStatus, UserRole } from "shared/types"
 import { api, wsClient } from "@/api"
 import { toast, useToast } from "@/hooks/use-toast"
 import { useForm } from "@tanstack/react-form"
@@ -36,6 +37,8 @@ import {
   TableHeader,
   TableRow,
 } from "@/components/ui/table"
+import { errorComponent } from "@/components/error"
+import OAuthTab from "@/components/OAuthTab"
 
 const logger = console
 
@@ -310,7 +313,7 @@ export const ServiceAccountForm = ({ onSuccess }: { onSuccess: any }) => {
   )
 }
 
-const OAuthButton = ({
+export const OAuthButton = ({
   app,
   text,
   setOAuthIntegrationStatus,
@@ -350,9 +353,9 @@ export const LoadingSpinner = ({ className }: { className: string }) => {
     </svg>
   )
 }
-const minHeight = 320
+export const minHeight = 320
 
-const getConnectors = async (): Promise<any> => {
+export const getConnectors = async (): Promise<any> => {
   const res = await api.admin.connectors.all.$get()
   if (!res.ok) {
     if (res.status === 401) {
@@ -430,14 +433,22 @@ const ServiceAccountTab = ({
     return (
       <CardHeader>
         <CardTitle>Google Workspace</CardTitle>
-        <CardDescription>Connecting {progress}%</CardDescription>
-        <Progress value={progress} className="p-0 w-[60%]" />
+        {googleSAConnector.status === ConnectorStatus.Connecting ? (
+          <>
+            <CardDescription>Connecting {progress}%</CardDescription>
+            <Progress value={progress} className="p-0 w-[60%]" />
+          </>
+        ) : (
+          <>
+            <CardDescription>Connected</CardDescription>
+          </>
+        )}
       </CardHeader>
     )
   }
 }
 
-const LoaderContent = () => {
+export const LoaderContent = () => {
   return (
     <div
       className={`min-h-[${minHeight}px] w-full flex items-center justify-center`}
@@ -449,13 +460,13 @@ const LoaderContent = () => {
   )
 }
 
-enum OAuthIntegrationStatus {
+export enum OAuthIntegrationStatus {
   Provider = "Provider", // yet to create provider
   OAuth = "OAuth", // provider created but OAuth not yet connected
   OAuthConnecting = "OAuthConnecting",
   OAuthConnected = "OAuthConnected",
 }
-interface AdminPageProps {
+export interface AdminPageProps {
   user: PublicUser
   workspace: PublicWorkspace
 }
@@ -477,9 +488,11 @@ const AdminLayout = ({ user, workspace }: AdminPageProps) => {
       }
     },
   })
+
   const [updateStatus, setUpateStatus] = useState("")
   const [progress, setProgress] = useState<number>(0)
   const [userStats, setUserStats] = useState<{ [email: string]: any }>({})
+  const [activeTab, setActiveTab] = useState<string>("upload")
   const [isIntegratingSA, setIsIntegratingSA] = useState<boolean>(
     data
       ? !!data.find(
@@ -564,12 +577,13 @@ const AdminLayout = ({ user, workspace }: AdminPageProps) => {
   if (error) return "An error has occurred: " + error.message
   return (
     <div className="flex w-full h-full">
-      <Sidebar photoLink={user.photoLink ?? ""} />
+      <Sidebar photoLink={user.photoLink ?? ""} role={user?.role} />
       <div className="w-full h-full flex items-center justify-center">
         <div className="flex flex-col h-full items-center justify-center">
           <Tabs
             defaultValue="upload"
             className={`w-[400px] min-h-[${minHeight}px] ${Object.keys(userStats).length > 0 ? "mt-[150px]" : ""}`}
+            onValueChange={setActiveTab}
           >
             <TabsList className="grid w-full grid-cols-2">
               <TabsTrigger value="upload">Service Account</TabsTrigger>
@@ -589,49 +603,14 @@ const AdminLayout = ({ user, workspace }: AdminPageProps) => {
                 />
               )}
             </TabsContent>
-            <TabsContent value="oauth">
-              {oauthIntegrationStatus === OAuthIntegrationStatus.Provider ? (
-                <OAuthForm
-                  onSuccess={() =>
-                    setOAuthIntegrationStatus(OAuthIntegrationStatus.OAuth)
-                  }
-                />
-              ) : oauthIntegrationStatus === OAuthIntegrationStatus.OAuth ? (
-                <Card>
-                  <CardHeader>
-                    <CardTitle>Google OAuth</CardTitle>
-                    <CardDescription>
-                      Connect using Google OAuth here.
-                    </CardDescription>
-                  </CardHeader>
-                  <CardContent>
-                    <OAuthButton
-                      app={Apps.GoogleDrive}
-                      setOAuthIntegrationStatus={setOAuthIntegrationStatus}
-                      text="Connect with Google OAuth"
-                    />
-                  </CardContent>
-                </Card>
-              ) : (
-                <Card>
-                  <CardHeader>
-                    <CardTitle>Google OAuth</CardTitle>
-                    {oauthIntegrationStatus ===
-                      OAuthIntegrationStatus.OAuthConnecting && (
-                      <CardDescription>status: {updateStatus} </CardDescription>
-                    )}
-                  </CardHeader>
-                  <CardContent>
-                    {oauthIntegrationStatus ===
-                    OAuthIntegrationStatus.OAuthConnected
-                      ? "Connected"
-                      : "Connecting"}
-                  </CardContent>
-                </Card>
-              )}
-            </TabsContent>
+            <OAuthTab
+              isPending={isPending}
+              oauthIntegrationStatus={oauthIntegrationStatus}
+              setOAuthIntegrationStatus={setOAuthIntegrationStatus}
+              updateStatus={updateStatus}
+            />
           </Tabs>
-          {Object.keys(userStats).length > 0 && (
+          {Object.keys(userStats).length > 0 && activeTab === "upload" && (
             <UserStatsTable userStats={userStats} />
           )}
         </div>
@@ -641,7 +620,15 @@ const AdminLayout = ({ user, workspace }: AdminPageProps) => {
 }
 
 export const Route = createFileRoute("/_authenticated/admin/integrations")({
-  beforeLoad: (params) => {
+  beforeLoad: async ({ params, context }) => {
+    const userWorkspace = context
+    // Normal users shouldn't be allowed to visit /admin/integrations
+    if (
+      userWorkspace?.user?.role !== UserRole.SuperAdmin &&
+      userWorkspace?.user?.role !== UserRole.Admin
+    ) {
+      throw redirect({ to: "/integrations" })
+    }
     return params
   },
   loader: async (params) => {
@@ -652,4 +639,5 @@ export const Route = createFileRoute("/_authenticated/admin/integrations")({
     const { user, workspace } = matches[matches.length - 1].context
     return <AdminLayout user={user} workspace={workspace} />
   },
+  errorComponent: errorComponent,
 })
diff --git a/frontend/src/routes/_authenticated/chat.$chatId.tsx b/frontend/src/routes/_authenticated/chat.$chatId.tsx
index 9282e532..43d34214 100644
--- a/frontend/src/routes/_authenticated/chat.$chatId.tsx
+++ b/frontend/src/routes/_authenticated/chat.$chatId.tsx
@@ -1,6 +1,7 @@
 import { createFileRoute } from "@tanstack/react-router"
 import { ChatPage } from "@/routes/_authenticated/chat"
 import { api } from "@/api"
+import { errorComponent } from "@/components/error"
 
 export const Route = createFileRoute("/_authenticated/chat/$chatId")({
   component: ChatPage,
@@ -17,4 +18,5 @@ export const Route = createFileRoute("/_authenticated/chat/$chatId")({
       return { error }
     }
   },
+  errorComponent: errorComponent,
 })
diff --git a/frontend/src/routes/_authenticated/chat.tsx b/frontend/src/routes/_authenticated/chat.tsx
index d85cf86e..958deade 100644
--- a/frontend/src/routes/_authenticated/chat.tsx
+++ b/frontend/src/routes/_authenticated/chat.tsx
@@ -8,7 +8,7 @@ import {
   useRouterState,
   useSearch,
 } from "@tanstack/react-router"
-import { Bookmark, Copy, Ellipsis, Eye, EyeOff, File } from "lucide-react"
+import { Bookmark, Copy, Ellipsis, Eye, EyeOff, Pencil, File } from "lucide-react"
 import { useEffect, useRef, useState } from "react"
 import {
   ChatSSEvents,
@@ -23,6 +23,16 @@ import { ChatBox, getFileTypeName } from "@/components/ChatBox"
 import { z } from "zod"
 import { getIcon, useStateContext } from "@/lib/common"
 import { getName } from "@/components/GroupFilter"
+import {
+  useQueryClient,
+  useMutation,
+  useInfiniteQuery,
+  InfiniteData,
+} from "@tanstack/react-query"
+import { SelectPublicChat } from "shared/types"
+import { fetchChats, pageSize, renameChat } from "@/components/HistoryModal"
+import { errorComponent } from "@/components/error"
+import { splitGroupedCitationsWithSpaces } from "@/lib/utils"
 
 type CurrentResp = {
   resp: string
@@ -50,6 +60,8 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
       : "/_authenticated/chat",
   })
 
+  const queryClient = useQueryClient()
+
   // query and param both can't exist same time
   if (chatParams.q && isWithChatId) {
     router.navigate({
@@ -83,6 +95,62 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
   const [showSources, setShowSources] = useState(false)
   const [currentCitations, setCurrentCitations] = useState<Citation[]>([])
   const [currentMessageId, setCurrentMessageId] = useState<string | null>(null)
+  const [isEditing, setIsEditing] = useState<boolean>(false)
+  const [editedTitle, setEditedTitle] = useState<string | null>(chatTitle)
+  const titleRef = useRef<HTMLInputElement | null>(null)
+
+  const renameChatMutation = useMutation<
+    { chatId: string; title: string }, // The type of data returned from the mutation
+    Error, // The type of error
+    { chatId: string; newTitle: string } // The type of variables passed to the mutation
+  >({
+    mutationFn: async ({ chatId, newTitle }) => {
+      return await renameChat(chatId, newTitle)
+    },
+    onSuccess: ({ chatId, title }) => {
+      // Update the UI by renaming the chat
+      queryClient.setQueryData<InfiniteData<SelectPublicChat[]>>(
+        ["all-chats"],
+        (oldData) => {
+          if (!oldData) return oldData
+
+          let chatToUpdate: SelectPublicChat | undefined
+          oldData.pages.forEach((page) => {
+            const found = page.find((c) => c.externalId === chatId)
+            if (found) chatToUpdate = found
+          })
+
+          if (!chatToUpdate) {
+            return oldData
+          }
+
+          const updatedChat = { ...chatToUpdate, title }
+
+          // Remove the old version from all pages
+          const filteredPages = oldData.pages.map((page) =>
+            page.filter((c) => c.externalId !== chatId),
+          )
+
+          // Insert the updated chat at the front of the first page
+          const newPages = [
+            [updatedChat, ...filteredPages[0]],
+            ...filteredPages.slice(1),
+          ]
+
+          return {
+            ...oldData,
+            pages: newPages,
+          }
+        },
+      )
+      setChatTitle(editedTitle)
+      setIsEditing(false)
+    },
+    onError: (error: Error) => {
+      setIsEditing(false)
+      console.error("Failed to rename chat:", error)
+    },
+  })
   const {
     stagedFiles,
     setStagedFiles,
@@ -100,6 +168,38 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
     }
   }, [])
 
+  const { data: historyItems } = useInfiniteQuery<
+    SelectPublicChat[],
+    Error,
+    InfiniteData<SelectPublicChat[]>,
+    ["all-chats"],
+    number
+  >({
+    queryKey: ["all-chats"],
+    queryFn: ({ pageParam = 0 }) => fetchChats({ pageParam }),
+    getNextPageParam: (lastPage, allPages) => {
+      // lastPage?.length < pageSize becomes true, when there are no more pages
+      if (lastPage?.length < pageSize) {
+        return undefined
+      }
+      // Otherwise, next page = current number of pages fetched so far
+      return allPages?.length
+    },
+    initialPageParam: 0,
+  })
+  const currentChat = historyItems?.pages
+    ?.flat()
+    .find((item) => item.externalId === chatId)
+
+  useEffect(() => {
+    // Only update local state if we are not currently editing the title
+    // This prevents overwriting local edits while user is typing
+    if (!isEditing && currentChat?.title && currentChat.title !== chatTitle) {
+      setChatTitle(currentChat.title)
+      setEditedTitle(currentChat.title)
+    }
+  }, [currentChat?.title, isEditing, chatTitle])
+
   useEffect(() => {
     if (isStreaming) {
       const interval = setInterval(() => {
@@ -120,7 +220,7 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
 
   useEffect(() => {
     // Reset the state when the chatId changes
-    if (!hasHandledQueryParam.current) {
+    if (!hasHandledQueryParam.current || isWithChatId) {
       setMessages(isWithChatId ? data?.messages || [] : [])
     }
     setChatId((params as any).chatId || null)
@@ -135,7 +235,14 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
       currentRespRef.current = null
     }
     inputRef.current?.focus()
-  }, [(params as any).chatId])
+    setQuery("")
+  }, [
+    data?.chat?.isBookmarked,
+    data?.chat?.title,
+    data?.messages,
+    isWithChatId,
+    params,
+  ])
 
   // New useEffect to handle query parameters
   useEffect(() => {
@@ -152,6 +259,8 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
 
   const handleSend = async (messageToSend: string) => {
     if (!messageToSend) return
+    // Prevent the user from sending a query if streaming is already in progress.
+    if (isStreaming) return
 
     let uploadedFilesMetadata = []
 
@@ -238,13 +347,29 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
 
       // this will be optional
       if (messageId) {
-        setCurrentResp((resp) => {
-          const updatedResp = resp || { resp: "" }
-          updatedResp.chatId = chatId
-          updatedResp.messageId = messageId
-          currentRespRef.current = updatedResp // Update the ref
-          return updatedResp
-        })
+        // there is a race condition between end and metadata events
+        // the message id would not reach and this would prevent the
+        // retry of just now streamed message as no message id
+        if (currentRespRef.current) {
+          setCurrentResp((resp) => {
+            const updatedResp = resp || { resp: "" }
+            updatedResp.chatId = chatId
+            updatedResp.messageId = messageId
+            currentRespRef.current = updatedResp
+            return updatedResp
+          })
+        } else {
+          setMessages((prevMessages) => {
+            const lastMessage = prevMessages[prevMessages.length - 1]
+            if (lastMessage.messageRole === "assistant") {
+              return [
+                ...prevMessages.slice(0, -1),
+                { ...lastMessage, externalId: messageId },
+              ]
+            }
+            return prevMessages
+          })
+        }
       }
     })
 
@@ -278,7 +403,13 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
       if (currentResp) {
         setMessages((prevMessages) => [
           ...prevMessages,
-          { messageRole: "assistant", message: `Error occured: ${event.data}` },
+          {
+            messageRole: "assistant",
+            message: `${event.data}`,
+            externalId: currentResp.messageId,
+            sources: currentResp.sources,
+            citationMap: currentResp.citationMap,
+          },
         ])
       }
       setCurrentResp(null)
@@ -312,18 +443,53 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
 
   const handleRetry = async (messageId: string) => {
     if (!messageId) return
+    // Prevent retry if streaming is already happening
+    if (isStreaming) return
 
     setIsStreaming(true) // Start streaming for retry
 
+    // If user retries on error case
+    const userMsgWithErr = messages.find(
+      (msg) =>
+        msg.externalId === messageId &&
+        msg.messageRole === "user" &&
+        msg.errorMessage,
+    )
     // Update the assistant message being retried
-    setMessages((prevMessages) =>
-      prevMessages.map((msg) => {
-        if (msg.externalId === messageId && msg.messageRole === "assistant") {
-          return { ...msg, message: "", isRetrying: true, sources: [] }
+    setMessages((prevMessages) => {
+      if (userMsgWithErr) {
+        // Create a copy of prevMessages so we can modify it
+        const updatedMessages = [...prevMessages]
+        // Find the index of the message you want to update
+        const index = updatedMessages.findIndex(
+          (msg) => msg.externalId === messageId && msg.messageRole === "user",
+        )
+
+        if (index !== -1) {
+          // Update the errorMessage of that specific message
+          updatedMessages[index] = {
+            ...updatedMessages[index],
+            errorMessage: "",
+          }
+          // Insert a new message right after
+          updatedMessages.splice(index + 1, 0, {
+            messageRole: "assistant",
+            message: "",
+            isRetrying: true,
+            sources: [],
+          })
         }
-        return msg
-      }),
-    )
+
+        return updatedMessages
+      } else {
+        return prevMessages.map((msg) => {
+          if (msg.externalId === messageId && msg.messageRole === "assistant") {
+            return { ...msg, message: "", isRetrying: true, sources: [] }
+          }
+          return msg
+        })
+      }
+    })
 
     const url = new URL(`/api/v1/message/retry`, window.location.origin)
     url.searchParams.append("messageId", encodeURIComponent(messageId))
@@ -332,45 +498,207 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
     })
 
     eventSource.addEventListener(ChatSSEvents.ResponseUpdate, (event) => {
-      setMessages((prevMessages) =>
-        prevMessages.map((msg) =>
-          msg.externalId === messageId && msg.isRetrying
-            ? { ...msg, message: msg.message + event.data }
-            : msg,
-        ),
+      if (userMsgWithErr) {
+        setMessages((prevMessages) => {
+          // Find the index of the message where externalId matches messageId
+          const index = prevMessages.findIndex(
+            (msg) => msg.externalId === messageId,
+          )
+
+          // If no match is found or index+1 is out of range, return the original array
+          if (index === -1 || index + 1 >= prevMessages.length) {
+            return prevMessages
+          }
+
+          // Create a shallow copy of the array
+          const newMessages = [...prevMessages]
+
+          // Create a copy of the message object at index+1 and add the `message` field
+          newMessages[index + 1] = {
+            ...newMessages[index + 1],
+            message: newMessages[index + 1].message + event.data,
+          }
+
+          return newMessages
+        })
+      } else {
+        setMessages((prevMessages) =>
+          prevMessages.map((msg) =>
+            msg.externalId === messageId && msg.isRetrying
+              ? { ...msg, message: msg.message + event.data }
+              : msg,
+          ),
+        )
+      }
+    })
+
+    eventSource.addEventListener(ChatSSEvents.ResponseMetadata, (event) => {
+      const userMessage = messages.find(
+        (msg) => msg.externalId === messageId && msg.messageRole === "user",
       )
+      if (userMessage) {
+        const { messageId: newMessageId } = JSON.parse(event.data)
+
+        if (newMessageId) {
+          setMessages((prevMessages) => {
+            // Find the index of the message where externalId matches messageId
+            const index = prevMessages.findIndex(
+              (msg) => msg.externalId === messageId,
+            )
+
+            if (index === -1 || index + 1 >= prevMessages.length) {
+              // If no match is found or index+1 is out of range, return the original array
+              return prevMessages
+            }
+
+            // Create a shallow copy of the array
+            const newMessages = [...prevMessages]
+
+            // Create a copy of the message object at index+1 and add the `message` field
+            newMessages[index + 1] = {
+              ...newMessages[index + 1],
+              externalId: newMessageId,
+            }
+            return newMessages
+          })
+        }
+      }
     })
 
     eventSource.addEventListener(ChatSSEvents.CitationsUpdate, (event) => {
       const { contextChunks, citationMap } = JSON.parse(event.data)
-      setMessages((prevMessages) =>
-        prevMessages.map((msg) =>
-          msg.externalId === messageId && msg.isRetrying
-            ? { ...msg, sources: contextChunks, citationMap }
-            : msg,
-        ),
-      )
+      setMessages((prevMessages) => {
+        if (userMsgWithErr) {
+          // Find the index of the message where externalId matches messageId
+          const index = prevMessages.findIndex(
+            (msg) => msg.externalId === messageId,
+          )
+
+          if (index === -1 || index + 1 >= prevMessages.length) {
+            // If no match is found or index+1 is out of range, return the original array
+            return prevMessages
+          }
+
+          const newMessages = [...prevMessages]
+
+          if (newMessages[index + 1].isRetrying) {
+            newMessages[index + 1] = {
+              ...newMessages[index + 1],
+              sources: contextChunks,
+              citationMap,
+            }
+          }
+
+          return newMessages
+        } else {
+          return prevMessages.map((msg) =>
+            msg.externalId === messageId && msg.isRetrying
+              ? { ...msg, sources: contextChunks, citationMap }
+              : msg,
+          )
+        }
+      })
     })
 
     eventSource.addEventListener(ChatSSEvents.End, (event) => {
-      setMessages((prevMessages) =>
-        prevMessages.map((msg) =>
-          msg.externalId === messageId && msg.isRetrying
-            ? { ...msg, isRetrying: false }
-            : msg,
-        ),
-      )
+      setMessages((prevMessages) => {
+        if (userMsgWithErr) {
+          // Find the index of the message where externalId matches messageId
+          const index = prevMessages.findIndex(
+            (msg) => msg.externalId === messageId,
+          )
+
+          if (index === -1 || index + 1 >= prevMessages.length) {
+            // If no match is found or index+1 is out of range, return the original array
+            return prevMessages
+          }
+
+          const newMessages = [...prevMessages]
+
+          if (newMessages[index + 1].isRetrying) {
+            newMessages[index + 1] = {
+              ...newMessages[index + 1],
+              isRetrying: false,
+            }
+          }
+
+          return newMessages
+        } else {
+          return prevMessages.map((msg) =>
+            msg.externalId === messageId && msg.isRetrying
+              ? { ...msg, isRetrying: false }
+              : msg,
+          )
+        }
+      })
       eventSource.close()
       setIsStreaming(false) // Stop streaming after retry
     })
 
+    eventSource.addEventListener(ChatSSEvents.Error, (event) => {
+      console.error("Retry Error with SSE:", event.data)
+      setMessages((prevMessages) => {
+        if (userMsgWithErr) {
+          // Find the index of the message where externalId matches messageId
+          const index = prevMessages.findIndex(
+            (msg) => msg.externalId === messageId,
+          )
+
+          if (index === -1 || index + 1 >= prevMessages.length) {
+            // If no match is found or index+1 is out of range, return the original array
+            return prevMessages
+          }
+
+          const newMessages = [...prevMessages]
+
+          if (newMessages[index + 1].isRetrying)
+            newMessages[index + 1] = {
+              ...newMessages[index + 1],
+              isRetrying: false,
+              message: event.data,
+            }
+
+          return newMessages
+        } else {
+          return prevMessages.map((msg) =>
+            msg.externalId === messageId && msg.isRetrying
+              ? { ...msg, isRetrying: false, message: event.data }
+              : msg,
+          )
+        }
+      })
+      eventSource.close()
+      setIsStreaming(false)
+    })
+
     eventSource.onerror = (error) => {
       console.error("Retry SSE Error:", error)
-      setMessages((prevMessages) =>
-        prevMessages.map((msg) =>
-          msg.isRetrying ? { ...msg, isRetrying: false } : msg,
-        ),
-      )
+      setMessages((prevMessages) => {
+        if (userMsgWithErr) {
+          // Find the index of the message where externalId matches messageId
+          const index = prevMessages.findIndex(
+            (msg) => msg.externalId === messageId,
+          )
+
+          if (index === -1 || index + 1 >= prevMessages.length) {
+            // If no match is found or index+1 is out of range, return the original array
+            return prevMessages
+          }
+
+          const newMessages = [...prevMessages]
+
+          newMessages[index + 1] = {
+            ...newMessages[index + 1],
+            isRetrying: false,
+          }
+
+          return newMessages
+        } else {
+          return prevMessages.map((msg) =>
+            msg.isRetrying ? { ...msg, isRetrying: false } : msg,
+          )
+        }
+      })
       eventSource.close()
       setIsStreaming(false) // Stop streaming on error
     }
@@ -412,7 +740,7 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
   }, [messages, currentResp?.resp])
 
   // if invalid chatId
-  if (data.error) {
+  if (data?.error) {
     return (
       <div className="h-full w-full flex flex-col bg-white">
         <Sidebar />
@@ -421,6 +749,51 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
     )
   }
 
+  const handleChatRename = async () => {
+    setIsEditing(true)
+    setTimeout(() => {
+      if (titleRef.current) {
+        titleRef.current.focus() // Focus on the span for immediate editing
+      }
+    }, 0)
+    setEditedTitle(chatTitle)
+  }
+
+  const handleKeyDown = async (e: React.KeyboardEvent<HTMLInputElement>) => {
+    if (e.key === "Enter") {
+      e.preventDefault()
+      if (editedTitle && editedTitle !== chatTitle) {
+        renameChatMutation.mutate({
+          chatId: chatId!,
+          newTitle: editedTitle,
+        })
+      }
+    } else if (e.key === "Escape") {
+      e.preventDefault()
+      setEditedTitle(chatTitle) // Revert to original title
+      setIsEditing(false)
+      if (titleRef.current) {
+        titleRef.current.value = chatTitle! // Revert UI to original title
+      }
+    }
+  }
+
+  const handleInput = (e: React.ChangeEvent<HTMLInputElement>) => {
+    setEditedTitle(e.target.value) // Update state with edited content
+  }
+
+  const handleBlur = () => {
+    if (editedTitle !== chatTitle) {
+      // Revert to original title if editing is canceled
+      setEditedTitle(chatTitle)
+      if (titleRef.current) {
+        titleRef.current.value = chatTitle! // Revert UI to original title
+      }
+    }
+    setIsEditing(false)
+  }
+
+
   const handleFileUpload = async () => {
     const formData = new FormData()
     // Append each file to the FormData object
@@ -457,16 +830,35 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
 
   return (
     <div className="h-full w-full flex flex-row bg-white">
-      <Sidebar photoLink={user.photoLink ?? ""} />
+      <Sidebar photoLink={user.photoLink ?? ""} role={user?.role} />
       <div className="h-full w-full flex flex-col relative">
         <div className="flex w-full fixed bg-white h-[48px] border-b-[1px] border-[#E6EBF5] justify-center">
           <div className="flex h-[48px] items-center max-w-2xl w-full">
-            <span className="flex-grow text-[#1C1D1F] text-[16px] font-normal overflow-hidden text-ellipsis whitespace-nowrap">
-              {chatTitle}
-            </span>
+            {isEditing ? (
+              <input
+                ref={titleRef}
+                className="flex-grow text-[#1C1D1F] text-[16px] font-normal overflow-hidden text-ellipsis whitespace-nowrap"
+                onInput={handleInput}
+                onKeyDown={handleKeyDown}
+                onBlur={handleBlur}
+                value={editedTitle!}
+              />
+            ) : (
+              <span className="flex-grow text-[#1C1D1F] text-[16px] font-normal overflow-hidden text-ellipsis whitespace-nowrap">
+                {chatTitle}
+              </span>
+            )}
+            {chatTitle && (
+              <Pencil
+                stroke="#4A4F59"
+                size={18}
+                onClick={handleChatRename}
+                className="cursor-pointer"
+              />
+            )}
             <Bookmark
               {...(bookmark ? { fill: "#4A4F59" } : { outline: "#4A4F59" })}
-              className="ml-[40px] cursor-pointer"
+              className="ml-[20px] cursor-pointer"
               onClick={handleBookmark}
               size={18}
             />
@@ -488,34 +880,71 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
               {messages.map((message, index) => {
                 const isSourcesVisible =
                   showSources && currentMessageId === message.externalId
+                const userMessageWithErr =
+                  message.messageRole === "user" && message?.errorMessage
+
                 return (
-                  <ChatMessage
-                    key={index}
-                    message={message.message}
-                    attachments={message.attachments}
-                    isUser={message.messageRole === "user"}
-                    responseDone={true}
-                    citations={message?.sources?.map((c: Citation) => c.url)}
-                    messageId={message.externalId}
-                    handleRetry={handleRetry}
-                    citationMap={message.citationMap}
-                    dots={message.isRetrying ? dots : ""}
-                    onToggleSources={() => {
-                      if (
-                        showSources &&
-                        currentMessageId === message.externalId
-                      ) {
-                        setShowSources(false)
-                        setCurrentCitations([])
-                        setCurrentMessageId(null)
-                      } else {
-                        setCurrentCitations(message?.sources || [])
-                        setShowSources(true)
-                        setCurrentMessageId(message.externalId)
-                      }
-                    }}
-                    sourcesVisible={isSourcesVisible}
-                  />
+                  <>
+                    <ChatMessage
+                      key={index}
+                      message={message.message}
+                      attachments={message.attachments}
+                      isUser={message.messageRole === "user"}
+                      responseDone={true}
+                      citations={message?.sources?.map((c: Citation) => c.url)}
+                      messageId={message.externalId}
+                      handleRetry={handleRetry}
+                      citationMap={message.citationMap}
+                      dots={message.isRetrying ? dots : ""}
+                      onToggleSources={() => {
+                        if (
+                          showSources &&
+                          currentMessageId === message.externalId
+                        ) {
+                          setShowSources(false)
+                          setCurrentCitations([])
+                          setCurrentMessageId(null)
+                        } else {
+                          setCurrentCitations(message?.sources || [])
+                          setShowSources(true)
+                          setCurrentMessageId(message.externalId)
+                        }
+                      }}
+                      sourcesVisible={isSourcesVisible}
+                      isStreaming={isStreaming}
+                    />
+                    {userMessageWithErr && (
+                      <ChatMessage
+                        message={message.errorMessage}
+                        attachments={message.attachments}
+                        isUser={false}
+                        responseDone={true}
+                        citations={message?.sources?.map(
+                          (c: Citation) => c.url,
+                        )}
+                        messageId={message.externalId}
+                        handleRetry={handleRetry}
+                        citationMap={message.citationMap}
+                        dots={message.isRetrying ? dots : ""}
+                        onToggleSources={() => {
+                          if (
+                            showSources &&
+                            currentMessageId === message.externalId
+                          ) {
+                            setShowSources(false)
+                            setCurrentCitations([])
+                            setCurrentMessageId(null)
+                          } else {
+                            setCurrentCitations(message?.sources || [])
+                            setShowSources(true)
+                            setCurrentMessageId(message.externalId)
+                          }
+                        }}
+                        sourcesVisible={isSourcesVisible}
+                        isStreaming={isStreaming}
+                      />
+                    )}
+                  </>
                 )
               })}
               {currentResp && (
@@ -526,6 +955,7 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
                   responseDone={false}
                   handleRetry={handleRetry}
                   dots={dots}
+                  messageId={currentResp.messageId}
                   citationMap={currentResp.citationMap}
                   onToggleSources={() => {
                     if (
@@ -544,6 +974,7 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
                   sourcesVisible={
                     showSources && currentMessageId === currentResp.messageId
                   }
+                  isStreaming={isStreaming}
                 />
               )}
               <div className="absolute bottom-0 left-0 w-full h-[80px] bg-white"></div>
@@ -569,7 +1000,10 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
 const Sources = ({
   showSources,
   citations,
-}: { showSources: boolean; citations: Citation }) => {
+}: {
+  showSources: boolean
+  citations: Citation
+}) => {
   return showSources ? (
     <div className="fixed right-0 top-[48px] h-full w-1/4 border-l-[1px] border-[#E6EBF5] bg-white">
       <div className="ml-[40px] mt-[24px]">
@@ -627,6 +1061,8 @@ const Sources = ({
   ) : null
 }
 
+export const textToCitationIndex = /\[(\d+)\]/g
+
 const ChatMessage = ({
   message,
   attachments,
@@ -640,6 +1076,7 @@ const ChatMessage = ({
   onToggleSources,
   citationMap,
   sourcesVisible,
+  isStreaming = false,
 }: {
   message: string
   attachments?: AttachmentMetadata[]
@@ -653,32 +1090,29 @@ const ChatMessage = ({
   onToggleSources: () => void
   citationMap?: Record<number, number>
   sourcesVisible: boolean
+  isStreaming?: boolean
 }) => {
   const [isCopied, setIsCopied] = useState(false)
+
   const processMessage = (text: string) => {
+    // First split any grouped citations
+    text = splitGroupedCitationsWithSpaces(text)
+
     if (citationMap) {
-      return text.replace(/\[(\d+)\]/g, (match, num) => {
+      return text.replace(textToCitationIndex, (match, num) => {
         const index = citationMap[num]
         const url = citations[index]
-        if (url) {
-          return `[[${index + 1}]](${url})`
-        }
-
-        return match
+        return typeof index === "number" && url
+          ? `[[${index + 1}]](${url})`
+          : ""
       })
     } else {
-      return text.replace(/\[(\d+)\]/g, (match, num) => {
+      return text.replace(textToCitationIndex, (match, num) => {
         const url = citations[num - 1]
-
-        if (url) {
-          return `[[${num}]](${url})`
-        }
-
-        return match
+        return url ? `[[${num}]](${url})` : ""
       })
     }
   }
-
   return (
     <div
       className={`${isUser ? "max-w-[75%]" : ""} rounded-[16px] ${isUser ? "bg-[#F0F2F4] text-[#1C1D1F] text-[15px] leading-[25px] self-end pt-[14px] pb-[14px] pl-[20px] pr-[20px]" : "text-[#1C1D1F] text-[15px] leading-[25px] self-start"}`}
@@ -720,7 +1154,7 @@ const ChatMessage = ({
               className={"mr-[20px] w-[32px] self-start"}
               src={AssistantLogo}
             />
-            <div className="mt-[4px] markdown-content max-w-[75%]">
+            <div className="mt-[4px] markdown-content">
               {message === "" ? (
                 <div className="flex-grow">
                   {isRetrying ? `Retrying${dots}` : `Thinking${dots}`}
@@ -754,7 +1188,7 @@ const ChatMessage = ({
                 }}
               />
               <img
-                className="ml-[18px] cursor-pointer"
+                className={`ml-[18px] ${isStreaming ? "opacity-50" : "cursor-pointer"}`}
                 src={Retry}
                 onClick={() => handleRetry(messageId!)}
               />
@@ -812,4 +1246,5 @@ export const Route = createFileRoute("/_authenticated/chat")({
     const { user, workspace } = matches[matches.length - 1].context
     return <ChatPage user={user} workspace={workspace} />
   },
+  errorComponent: errorComponent,
 })
diff --git a/frontend/src/routes/_authenticated/index.tsx b/frontend/src/routes/_authenticated/index.tsx
index 944096ca..ff2c784f 100644
--- a/frontend/src/routes/_authenticated/index.tsx
+++ b/frontend/src/routes/_authenticated/index.tsx
@@ -12,10 +12,16 @@ import {
 import { api } from "@/api"
 import { ChatBox } from "@/components/ChatBox"
 import Sparkle from "@/assets/singleSparkle.svg"
+import { errorComponent } from "@/components/error"
 import { useStateContext } from "@/lib/common"
 
+enum Tabs {
+  Search = "search",
+  Ask = "ask",
+}
+
 const Index = () => {
-  const [activeTab, setActiveTab] = useState<"search" | "ask">("search")
+  const [activeTab, setActiveTab] = useState<Tabs>(Tabs.Ask)
 
   const [autocompleteResults, setAutocompleteResults] = useState<
     Autocomplete[]
@@ -111,7 +117,9 @@ const Index = () => {
   useEffect(() => {
     const handleKeyDown = (e: KeyboardEvent) => {
       if (e.key === "Tab") {
-        setActiveTab((prevTab) => (prevTab === "search" ? "ask" : "search"))
+        setActiveTab((prevTab) =>
+          prevTab === Tabs.Search ? Tabs.Ask : Tabs.Search,
+        )
         e.preventDefault()
       }
     }
@@ -124,15 +132,27 @@ const Index = () => {
 
   return (
     <div className="h-full w-full flex flex-row bg-white">
-      <Sidebar photoLink={user?.photoLink ?? ""} />
+      <Sidebar photoLink={user?.photoLink ?? ""} role={user?.role} />
       <div className="flex flex-col flex-grow justify-center items-center ml-[52px]">
         <div className="flex flex-col min-h-36 w-full max-w-3xl">
           <div className="flex mb-[14px] w-full justify-start">
+            <button
+              className={`flex items-center pr-[12px] rounded-[20px] ${
+                activeTab === Tabs.Ask ? "bg-[#EDF2F7]" : ""
+              }`}
+              onClick={() => setActiveTab(Tabs.Ask)}
+            >
+              <img
+                src={Sparkle}
+                className="w-[14px] h-[14px] ml-[12px] mr-[6px] mt-[6px] mb-[6px]"
+              />
+              Ask
+            </button>
             <button
               className={`flex items-center text-[#33383D] pr-[12px] rounded-[20px] ${
                 activeTab === "search" ? "bg-[#EDF2F7]" : ""
               }`}
-              onClick={() => setActiveTab("search")}
+              onClick={() => setActiveTab(Tabs.Search)}
             >
               <SearchIcon
                 size={16}
@@ -141,18 +161,6 @@ const Index = () => {
               />
               Search
             </button>
-            <button
-              className={`flex items-center pr-[12px] rounded-[20px] ${
-                activeTab === "ask" ? "bg-[#EDF2F7]" : ""
-              }`}
-              onClick={() => setActiveTab("ask")}
-            >
-              <img
-                src={Sparkle}
-                className="w-[14px] h-[14px] ml-[12px] mr-[6px] mt-[6px] mb-[6px]"
-              />
-              Ask
-            </button>
           </div>
           {activeTab === "search" && (
             <div className="w-full">
@@ -167,7 +175,7 @@ const Index = () => {
                 setFilter={setFilter}
                 handleAnswer={() => {}}
                 ref={autocompleteRef}
-                pathname={location.pathname}
+                hasSearched={false}
                 filter={filter}
                 autocompleteRef={autocompleteRef}
               />
@@ -196,4 +204,5 @@ export const Route = createFileRoute("/_authenticated/")({
   component: () => {
     return <Index />
   },
+  errorComponent: errorComponent,
 })
diff --git a/frontend/src/routes/_authenticated/integrations.tsx b/frontend/src/routes/_authenticated/integrations.tsx
new file mode 100644
index 00000000..a2c6256e
--- /dev/null
+++ b/frontend/src/routes/_authenticated/integrations.tsx
@@ -0,0 +1,146 @@
+import { errorComponent } from "@/components/error"
+import { useQuery } from "@tanstack/react-query"
+import {
+  createFileRoute,
+  redirect,
+  useNavigate,
+  useRouterState,
+} from "@tanstack/react-router"
+import {
+  AdminPageProps,
+  getConnectors,
+  minHeight,
+  OAuthIntegrationStatus,
+} from "./admin/integrations"
+import { getErrorMessage } from "@/lib/utils"
+import { Sidebar } from "@/components/Sidebar"
+import { Tabs, TabsList, TabsTrigger } from "@/components/ui/tabs"
+import { useEffect, useState } from "react"
+import { Apps, AuthType, ConnectorStatus, UserRole } from "shared/types"
+import { wsClient } from "@/api"
+import OAuthTab from "@/components/OAuthTab"
+
+const logger = console
+
+const UserLayout = ({ user, workspace }: AdminPageProps) => {
+  const navigator = useNavigate()
+  const { isPending, error, data } = useQuery<any[]>({
+    queryKey: ["all-connectors"],
+    queryFn: async (): Promise<any> => {
+      try {
+        return await getConnectors()
+      } catch (error) {
+        const message = getErrorMessage(error)
+        if (message === "Unauthorized") {
+          navigator({ to: "/auth" })
+          return []
+        }
+        throw error
+      }
+    },
+  })
+
+  const [updateStatus, setUpateStatus] = useState("")
+  const [oauthIntegrationStatus, setOAuthIntegrationStatus] =
+    useState<OAuthIntegrationStatus>(
+      data
+        ? !!data.find(
+            (v) => v.app === Apps.GoogleDrive && v.authType === AuthType.OAuth,
+          )
+          ? OAuthIntegrationStatus.OAuth
+          : OAuthIntegrationStatus.Provider
+        : OAuthIntegrationStatus.Provider,
+    )
+
+  useEffect(() => {
+    if (!isPending && data && data.length > 0) {
+      const connector = data.find(
+        (v) => v.app === Apps.GoogleDrive && v.authType === AuthType.OAuth,
+      )
+      logger.info(connector)
+      if (connector?.status === ConnectorStatus.Connecting) {
+        setOAuthIntegrationStatus(OAuthIntegrationStatus.OAuthConnecting)
+      } else if (connector?.status === ConnectorStatus.Connected) {
+        setOAuthIntegrationStatus(OAuthIntegrationStatus.OAuthConnected)
+      } else if (connector?.status === ConnectorStatus.NotConnected) {
+        setOAuthIntegrationStatus(OAuthIntegrationStatus.OAuth)
+      } else {
+        setOAuthIntegrationStatus(OAuthIntegrationStatus.Provider)
+      }
+    } else {
+      setOAuthIntegrationStatus(OAuthIntegrationStatus.Provider)
+    }
+  }, [data, isPending])
+
+  useEffect(() => {
+    let socket: WebSocket | null = null
+    if (!isPending && data && data.length > 0) {
+      socket = wsClient.ws.$ws({
+        query: {
+          id: data[0]?.id,
+        },
+      })
+      socket?.addEventListener("open", () => {
+        logger.info("open")
+      })
+      socket?.addEventListener("close", () => {
+        logger.info("close")
+      })
+      socket?.addEventListener("message", (e) => {
+        const data = JSON.parse(e.data)
+        setUpateStatus(data.message)
+      })
+    }
+    return () => {
+      socket?.close()
+    }
+  }, [data, isPending])
+
+  if (error) return "An error has occurred: " + error.message
+  return (
+    <div className="flex w-full h-full">
+      <Sidebar photoLink={user.photoLink ?? ""} role={user?.role} />
+      <div className="w-full h-full flex items-center justify-center">
+        <div className="flex flex-col h-full items-center justify-center">
+          <Tabs
+            defaultValue="oauth"
+            className={`w-[400px] min-h-[${minHeight}px]`}
+          >
+            <TabsList className="grid w-full grid-cols-1">
+              <TabsTrigger value="oauth">Google OAuth</TabsTrigger>
+            </TabsList>
+            <OAuthTab
+              isPending={isPending}
+              oauthIntegrationStatus={oauthIntegrationStatus}
+              setOAuthIntegrationStatus={setOAuthIntegrationStatus}
+              updateStatus={updateStatus}
+            />
+          </Tabs>
+        </div>
+      </div>
+    </div>
+  )
+}
+
+export const Route = createFileRoute("/_authenticated/integrations")({
+  beforeLoad: async ({ params, context }) => {
+    const userWorkspace = context
+    // Admins should be redirected to visit /admin/integrations
+    if (
+      userWorkspace?.user?.role === UserRole.SuperAdmin ||
+      userWorkspace?.user?.role === UserRole.Admin
+    ) {
+      throw redirect({ to: "/admin/integrations" })
+    }
+    return params
+  },
+  loader: async (params) => {
+    return params
+  },
+  component: () => {
+    const matches = useRouterState({ select: (s) => s.matches })
+    const { user, workspace } = matches[matches.length - 1].context
+    return <UserLayout user={user} workspace={workspace} />
+  },
+  errorComponent: errorComponent,
+})
diff --git a/frontend/src/routes/_authenticated/search.tsx b/frontend/src/routes/_authenticated/search.tsx
index 9cb5aaa8..ae623bfd 100644
--- a/frontend/src/routes/_authenticated/search.tsx
+++ b/frontend/src/routes/_authenticated/search.tsx
@@ -43,6 +43,7 @@ import {
 } from "lucide-react"
 import { LastUpdated } from "@/components/SearchFilter"
 import { PublicUser, PublicWorkspace } from "shared/types"
+import { errorComponent } from "@/components/error"
 
 const logger = console
 
@@ -102,7 +103,6 @@ export const Search = ({ user, workspace }: IndexProps) => {
   const [searchMeta, setSearchMeta] = useState<SearchMeta | null>(null)
   const [answer, setAnswer] = useState<string | null>(null)
   const [isExpanded, setIsExpanded] = useState<boolean>(false)
-  const isInitialMountRef = useRef<boolean | null>(null)
   // close autocomplete if clicked outside
   const autocompleteRef = useRef<HTMLDivElement | null>(null)
   const [autocompleteQuery, setAutocompleteQuery] = useState("")
@@ -158,7 +158,7 @@ export const Search = ({ user, workspace }: IndexProps) => {
           data = AutocompleteResultsSchema.parse(data)
           setAutocompleteResults(data.results)
         } catch (error) {
-          logger.error(`Error fetching autocomplete results:', ${error}`)
+          logger.error(error, `Error fetching autocomplete results:', ${error}`)
         }
       })()
     }, 300) // 300ms debounce
@@ -179,11 +179,6 @@ export const Search = ({ user, workspace }: IndexProps) => {
   }, [])
 
   useEffect(() => {
-    // don't need to invoke on first mount
-    if (!isInitialMountRef.current) {
-      isInitialMountRef.current = true
-      return
-    }
     handleSearch()
   }, [filter, offset])
 
@@ -335,7 +330,7 @@ export const Search = ({ user, workspace }: IndexProps) => {
         )
       }
     } catch (error) {
-      logger.error(`Error fetching search results:', ${error}`)
+      logger.error(error, `Error fetching search results:', ${error}`)
       setResults([]) // Clear results on error
     }
   }
@@ -385,7 +380,7 @@ export const Search = ({ user, workspace }: IndexProps) => {
 
   return (
     <div className="h-full w-full flex">
-      <Sidebar photoLink={user?.photoLink ?? ""} />
+      <Sidebar photoLink={user?.photoLink ?? ""} role={user?.role} />
       <div className={`flex flex-col flex-grow h-full "ml-[52px]"`}>
         <SearchBar
           ref={autocompleteRef}
@@ -398,7 +393,7 @@ export const Search = ({ user, workspace }: IndexProps) => {
           filter={filter}
           query={query}
           handleSearch={handleSearch}
-          pathname={location.pathname}
+          hasSearched={true}
           handleAnswer={handleAnswer}
           onLastUpdated={(value: LastUpdated) => {
             const updatedFilter = { ...filter, lastUpdated: value }
@@ -528,4 +523,5 @@ export const Route = createFileRoute("/_authenticated/search")({
     return <Search user={user} workspace={workspace} />
   },
   validateSearch: (search) => searchParams.parse(search),
+  errorComponent: errorComponent,
 })
diff --git a/frontend/src/routes/auth.tsx b/frontend/src/routes/auth.tsx
index fc2fec47..69a61e25 100644
--- a/frontend/src/routes/auth.tsx
+++ b/frontend/src/routes/auth.tsx
@@ -9,6 +9,7 @@ import {
   CardTitle,
 } from "@/components/ui/card"
 import { api } from "@/api"
+import { errorComponent } from "@/components/error"
 
 export const description =
   "A login form with email and password. There's an option to login with Google and a link to sign up if you don't have an account."
@@ -63,4 +64,5 @@ export const Route = createFileRoute("/auth")({
     }
   },
   component: LoginForm,
+  errorComponent: errorComponent,
 })
diff --git a/server/ai/contants.ts b/server/ai/contants.ts
new file mode 100644
index 00000000..c066c129
--- /dev/null
+++ b/server/ai/contants.ts
@@ -0,0 +1,6 @@
+import { Models } from "./types"
+
+export const Oregon = "us-west-2"
+export const NVirginia = "us-east-1"
+export const FastModel = Models.Llama_3_1_70B
+export const BigModel = Models.Llama_3_1_70B
diff --git a/server/ai/context.ts b/server/ai/context.ts
index 84d51328..a94434af 100644
--- a/server/ai/context.ts
+++ b/server/ai/context.ts
@@ -10,6 +10,7 @@ import {
   type VespaEventSearch,
   type VespaFileSearch,
   type VespaMailSearch,
+  type VespaSearchResults,
   type VespaUser,
 } from "@/search/types"
 import { getRelativeTime } from "@/utils"
@@ -19,13 +20,15 @@ import pc from "picocolors"
 // Utility to capitalize the first letter of a string
 const capitalize = (str: string) => str.charAt(0).toUpperCase() + str.slice(1)
 
-const maxSummaryChunks = 3
-
 // Function for handling file context
 const constructFileContext = (
   fields: VespaFileSearch,
   relevance: number,
+  maxSummaryChunks?: number,
 ): string => {
+  if (!maxSummaryChunks) {
+    maxSummaryChunks = fields.chunks_summary?.length
+  }
   return `App: ${fields.app}
 Entity: ${fields.entity}
 Title: ${fields.title ? `Title: ${fields.title}` : ""}
@@ -42,7 +45,11 @@ ${fields.chunks_summary && fields.chunks_summary.length ? `Content: ${fields.chu
 const constructChatAttachmentContext = (
   fields: VespaChatAttachmentSearch,
   relevance: number,
+  maxSummaryChunks?: number,
 ): string => {
+  if (!maxSummaryChunks) {
+    maxSummaryChunks = fields.chunks_summary?.length
+  }
   return `Title: ${fields.title ? `Title: ${fields.title}` : ""}
 Created: ${getRelativeTime(fields.createdAt)}
 Updated At: ${getRelativeTime(fields.updatedAt)}
@@ -69,7 +76,11 @@ vespa relevance score: ${relevance}`
 const constructMailContext = (
   fields: VespaMailSearch,
   relevance: number,
+  maxSummaryChunks?: number,
 ): string => {
+  if (!maxSummaryChunks) {
+    maxSummaryChunks = fields.chunks_summary?.length
+  }
   return `App: ${fields.app}
 Entity: ${fields.entity}
 Sent: ${getRelativeTime(fields.timestamp)}
@@ -100,8 +111,10 @@ Start Time: ${!fields.defaultStartTime ? new Date(fields.startTime).toUTCString(
 End Time: ${!fields.defaultStartTime ? new Date(fields.endTime).toUTCString() : `No end time specified but date is ${new Date(fields.endTime)}`}
 Organizer: ${fields.organizer ? fields.organizer.displayName : "No organizer specified"}
 Attendees: ${
-    fields.attendeesNames && fields.attendeesNames.length
-      ? fields.attendeesNames.join(", ")
+    fields.attendees && fields.attendees.length
+      ? fields.attendees
+          .map((attendee) => `${attendee.email} ${attendee.displayName}`)
+          .join(", ")
       : "No attendees listed"
   }
 Recurrence: ${
@@ -270,20 +283,33 @@ export const answerColoredContextMap = (
 
 type AiContext = string
 export const answerContextMap = (
-  searchResult: z.infer<typeof VespaSearchResultsSchema>,
+  searchResult: VespaSearchResults,
+  maxSummaryChunks?: number,
 ): AiContext => {
-  if (searchResult.fields.sddocname === fileSchema) {
-    return constructFileContext(searchResult.fields, searchResult.relevance)
-  } else if (searchResult.fields.sddocname === userSchema) {
-    return constructUserContext(searchResult.fields, searchResult.relevance)
-  } else if (searchResult.fields.sddocname === mailSchema) {
-    return constructMailContext(searchResult.fields, searchResult.relevance)
-  } else if (searchResult.fields.sddocname === eventSchema) {
-    return constructEventContext(searchResult.fields, searchResult.relevance)
-  } else if (searchResult.fields.sddocname === chatAttachmentSchema) {
+  if (!searchResult) {
+    return ""
+  }
+  if (searchResult?.fields?.sddocname === fileSchema) {
+    return constructFileContext(
+      searchResult?.fields,
+      searchResult?.relevance,
+      maxSummaryChunks,
+    )
+  } else if (searchResult?.fields?.sddocname === userSchema) {
+    return constructUserContext(searchResult?.fields, searchResult?.relevance)
+  } else if (searchResult?.fields?.sddocname === mailSchema) {
+    return constructMailContext(
+      searchResult?.fields,
+      searchResult?.relevance,
+      maxSummaryChunks,
+    )
+  } else if (searchResult?.fields?.sddocname === eventSchema) {
+    return constructEventContext(searchResult?.fields, searchResult?.relevance)
+  } else if (searchResult?.fields?.sddocname === chatAttachmentSchema) {
     return constructChatAttachmentContext(
-      searchResult.fields,
-      searchResult.relevance,
+      searchResult?.fields,
+      searchResult?.relevance,
+      maxSummaryChunks,
     )
   } else {
     throw new Error("Invalid search result type")
@@ -360,7 +386,7 @@ export const userContext = ({
   const now = new Date()
   const currentDate = now.toLocaleDateString() // e.g., "11/10/2024"
   const currentTime = now.toLocaleTimeString() // e.g., "10:14:03 AM"
-  return `My Name: ${user.name}
+  return `My Name is ${user.name}
 Email: ${user.email}
 Company: ${workspace.name}
 Company domain: ${workspace.domain}
diff --git a/server/ai/mappers.ts b/server/ai/mappers.ts
new file mode 100644
index 00000000..737e3058
--- /dev/null
+++ b/server/ai/mappers.ts
@@ -0,0 +1,237 @@
+import { AIProviders, Models, type Cost } from "@/ai/types"
+
+export const modelDetailsMap: Record<
+  string,
+  { name: string; cost: { onDemand: Cost; batch?: Cost } }
+> = {
+  [Models.Llama_3_2_1B]: {
+    name: "Llama 3.2 Instruct (1B)",
+    cost: {
+      onDemand: {
+        pricePerThousandInputTokens: 0.0001,
+        pricePerThousandOutputTokens: 0.0001,
+      },
+      batch: {
+        pricePerThousandInputTokens: 0.00005,
+        pricePerThousandOutputTokens: 0.00005,
+      },
+    },
+  },
+  [Models.Llama_3_2_3B]: {
+    name: "Llama 3.2 Instruct (3B)",
+    cost: {
+      onDemand: {
+        pricePerThousandInputTokens: 0.00015,
+        pricePerThousandOutputTokens: 0.00015,
+      },
+      batch: {
+        pricePerThousandInputTokens: 0.000075,
+        pricePerThousandOutputTokens: 0.000075,
+      },
+    },
+  },
+  [Models.Llama_3_1_8B]: {
+    name: "Llama 3.1 Instruct (8B)",
+    cost: {
+      onDemand: {
+        pricePerThousandInputTokens: 0.00022,
+        pricePerThousandOutputTokens: 0.00022,
+      },
+      batch: {
+        pricePerThousandInputTokens: 0.00011,
+        pricePerThousandOutputTokens: 0.00011,
+      },
+    },
+  },
+  [Models.Llama_3_1_70B]: {
+    name: "Llama 3.1 Instruct (70B)",
+    cost: {
+      onDemand: {
+        pricePerThousandInputTokens: 0.00099,
+        pricePerThousandOutputTokens: 0.00099,
+      },
+      batch: {
+        pricePerThousandInputTokens: 0.0005,
+        pricePerThousandOutputTokens: 0.0005,
+      },
+    },
+  },
+  [Models.Llama_3_1_405B]: {
+    name: "Llama 3.1 Instruct (405B)",
+    cost: {
+      onDemand: {
+        pricePerThousandInputTokens: 0.00532,
+        pricePerThousandOutputTokens: 0.016,
+      },
+      batch: {
+        pricePerThousandInputTokens: 0.00266,
+        pricePerThousandOutputTokens: 0.008,
+      },
+    },
+  },
+  [Models.Gpt_4o]: {
+    name: "GPT-4o",
+    cost: {
+      onDemand: {
+        pricePerThousandInputTokens: 0.0025,
+        pricePerThousandOutputTokens: 0.01,
+      },
+      batch: {
+        pricePerThousandInputTokens: 0.00125,
+        pricePerThousandOutputTokens: 0.005,
+      },
+    },
+  },
+  [Models.Gpt_4o_mini]: {
+    name: "GPT-4o Mini",
+    cost: {
+      onDemand: {
+        pricePerThousandInputTokens: 0.00015,
+        pricePerThousandOutputTokens: 0.0006,
+      },
+      batch: {
+        pricePerThousandInputTokens: 0.000075,
+        pricePerThousandOutputTokens: 0.0003,
+      },
+    },
+  },
+
+  [Models.Gpt_4]: {
+    name: "GPT-4",
+    cost: {
+      onDemand: {
+        pricePerThousandInputTokens: 0.03,
+        pricePerThousandOutputTokens: 0.06,
+      },
+      batch: {
+        pricePerThousandInputTokens: 0.015,
+        pricePerThousandOutputTokens: 0.03,
+      },
+    },
+  },
+  [Models.CohereCmdRPlus]: {
+    name: "Command R+",
+    cost: {
+      onDemand: {
+        pricePerThousandInputTokens: 0.0025,
+        pricePerThousandOutputTokens: 0.01,
+      },
+    },
+  },
+  [Models.CohereCmdR]: {
+    name: "Command R",
+    cost: {
+      onDemand: {
+        pricePerThousandInputTokens: 0.00015,
+        pricePerThousandOutputTokens: 0.0006,
+      },
+    },
+  },
+  [Models.Claude_3_5_SonnetV2]: {
+    name: "Claude 3.5 Sonnet v2",
+    cost: {
+      onDemand: {
+        pricePerThousandInputTokens: 0.003,
+        pricePerThousandOutputTokens: 0.015,
+      },
+      batch: {
+        pricePerThousandInputTokens: 0.0015,
+        pricePerThousandOutputTokens: 0.0075,
+      },
+    },
+  },
+  [Models.Claude_3_5_Sonnet]: {
+    name: "Claude 3.5 Sonnet",
+    cost: {
+      onDemand: {
+        pricePerThousandInputTokens: 0.003,
+        pricePerThousandOutputTokens: 0.015,
+      },
+      batch: {
+        pricePerThousandInputTokens: 0.0015,
+        pricePerThousandOutputTokens: 0.0075,
+      },
+    },
+  },
+  [Models.Claude_3_5_Haiku]: {
+    name: "Claude 3.5 Haiku",
+    cost: {
+      onDemand: {
+        pricePerThousandInputTokens: 0.001,
+        pricePerThousandOutputTokens: 0.005,
+      },
+      batch: {
+        pricePerThousandInputTokens: 0.0005,
+        pricePerThousandOutputTokens: 0.0025,
+      },
+    },
+  },
+  [Models.Amazon_Nova_Micro]: {
+    name: "Amazon Nova Micro",
+    cost: {
+      onDemand: {
+        pricePerThousandInputTokens: 0.000035,
+        pricePerThousandOutputTokens: 0.00014,
+      },
+      batch: {
+        pricePerThousandInputTokens: 0.0000175,
+        pricePerThousandOutputTokens: 0.00007,
+      },
+    },
+  },
+  [Models.Amazon_Nova_Lite]: {
+    name: "Amazon Nova Lite",
+    cost: {
+      onDemand: {
+        pricePerThousandInputTokens: 0.00006,
+        pricePerThousandOutputTokens: 0.00024,
+      },
+      batch: {
+        pricePerThousandInputTokens: 0.00003,
+        pricePerThousandOutputTokens: 0.00012,
+      },
+    },
+  },
+  [Models.Amazon_Nova_Pro]: {
+    name: "Amazon Nova Pro",
+    cost: {
+      onDemand: {
+        pricePerThousandInputTokens: 0.0008,
+        pricePerThousandOutputTokens: 0.0032,
+      },
+      batch: {
+        pricePerThousandInputTokens: 0.0004,
+        pricePerThousandOutputTokens: 0.0016,
+      },
+    },
+  },
+  [Models.Mistral_Large]: {
+    name: "Mistral Large (24.02)",
+    cost: {
+      onDemand: {
+        pricePerThousandInputTokens: 0.004,
+        pricePerThousandOutputTokens: 0.012,
+      },
+    },
+  },
+}
+
+export const ModelToProviderMap: Record<Models, AIProviders> = {
+  [Models.Llama_3_1_405B]: AIProviders.AwsBedrock,
+  [Models.Llama_3_1_70B]: AIProviders.AwsBedrock,
+  [Models.Llama_3_2_3B]: AIProviders.AwsBedrock,
+  [Models.Llama_3_2_1B]: AIProviders.AwsBedrock,
+  [Models.Llama_3_1_8B]: AIProviders.AwsBedrock,
+  [Models.Gpt_4o]: AIProviders.OpenAI,
+  [Models.Gpt_4o_mini]: AIProviders.OpenAI,
+  [Models.Gpt_4]: AIProviders.OpenAI,
+  [Models.CohereCmdRPlus]: AIProviders.AwsBedrock,
+  [Models.CohereCmdR]: AIProviders.AwsBedrock,
+  [Models.Claude_3_5_SonnetV2]: AIProviders.AwsBedrock,
+  [Models.Claude_3_5_Sonnet]: AIProviders.AwsBedrock,
+  [Models.Claude_3_5_Haiku]: AIProviders.AwsBedrock,
+  [Models.Amazon_Nova_Micro]: AIProviders.AwsBedrock,
+  [Models.Amazon_Nova_Lite]: AIProviders.AwsBedrock,
+  [Models.Amazon_Nova_Pro]: AIProviders.AwsBedrock,
+  [Models.Mistral_Large]: AIProviders.AwsBedrock,
+}
diff --git a/server/ai/prompts.ts b/server/ai/prompts.ts
new file mode 100644
index 00000000..d8427fc1
--- /dev/null
+++ b/server/ai/prompts.ts
@@ -0,0 +1,795 @@
+import { getDateForAI } from "@/utils/index"
+
+export const askQuestionSelfCleanupPrompt = (
+  query: string,
+  context: string,
+): string => `
+  User query: ${query}
+  The user is asking about themselves. Focus on providing information that is personally relevant and ignore promotional content unless it directly pertains to the user's query.
+  Context:
+  ${context}
+  `
+
+export const askQuestionUserPrompt = (
+  query: string,
+  context: string,
+  userCtx?: string,
+): string => `${userCtx ? "Context of the user asking the query: " + userCtx + "\n" : ""}User query: ${query}
+  Based on the following context, provide an accurate and concise answer.
+  Ignore any promotional content or irrelevant data.
+  Context:
+  ${context}`
+
+export const AnalyzeUserQuerySystemPrompt = `You are an assistant tasked with analyzing metadata about context chunks to identify which chunks are relevant to the user's query. Based only on the provided metadata, determine whether each chunk is likely to contribute meaningfully to answering the query.
+Return a JSON structure with:
+- **canBeAnswered**: Boolean indicating if the query can be sufficiently answered using the relevant chunks.
+- **contextualChunks**: A numeric array of indexes representing only the chunks containing valuable information or context to answer the query (e.g., [1, 2, 3]).
+
+Each chunk's metadata includes details such as:
+- **App**: The application source of the data.
+- **Entity**: Type or category of the document (e.g., File, User, Email).
+- **Title, Subject, To, From, Owner**: Key fields summarizing the content or origin of the chunk.
+- **Permissions**: Visibility or sharing settings.
+- **Relevance score**: Initial relevance rating provided by the system.
+
+Note: If the entity is **Mail**, the metadata will also include **Labels**. Use this field to help determine the relevance of the email.
+
+Prioritize selecting only the chunks that contain relevant information for answering the user's query. Do not include any chunks that are repetitive, irrelevant, or that do not contribute meaningfully to the response.
+
+Use these metadata fields to determine relevance. Avoid selecting chunks that appear unrelated, repetitive, or without valuable context.
+
+Return only the JSON structure with the specified fields in a valid and parsable format, without any explanations or additional text.`
+
+export const metadataAnalysisSystemPrompt = `You are an assistant tasked with analyzing metadata about context chunks to identify which chunks are most relevant to the user's query.
+
+Your task:
+- Review the metadata provided for each chunk.
+- Decide if the user’s query can be answered with the available information.
+- If there is recent information on the topic, include it just in case it could add useful context.
+
+Return a JSON structure with:
+  - **canBeAnswered**: Boolean indicating if the query can likely be answered.
+  - **contextualChunks**: A list of numeric indexes for chunks that seem useful, relevant, or recent (e.g., [0, 1, 3]).
+
+Metadata includes details like:
+- **App**: The data source.
+- **Entity**: Type of document (e.g., File, User, Email).
+- **Title, Subject, To, From, Owner**: Key fields describing the chunk.
+- **Permissions**: Sharing settings.
+- **Relevance score**: An initial relevance rating.
+- **Timestamp**: Indicates when the chunk was created or last updated.
+
+When reviewing, use these guidelines:
+- Include chunks that appear helpful or relevant, even if they only partially address the query.
+- If there’s recent information on the topic, include it as it may provide additional useful context.
+- If the **Entity** is **Email**, consider the **Labels** field to gauge its relevance.
+
+Aim to include chunks that could provide meaningful context or information. Return only the JSON structure with the specified fields in a valid and parsable format, without additional text or explanation.`
+
+export const peopleQueryAnalysisSystemPrompt = `
+You are an assistant that analyzes user queries to categorize them and extract any names or emails mentioned.
+
+**Important:** Only consider the user query provided below. Do not use any additional context or information about the user.
+
+Return a JSON object with the following structure:
+{
+  "category": "Self" | "InternalPerson" | "ExternalPerson" | "Other",
+  "mentionedNames": [list of names mentioned in the user query],
+  "mentionedEmails": [list of emails mentioned in the user query]
+}
+
+Do not include any additional text or explanations. Only return the JSON object.
+
+Notes:
+- If the user is asking about themselves, set "category" to "Self".
+- If the user mentions another employee or internal person, set "category" to "InternalPerson".
+- If the user mentions someone outside the company, set "category" to "ExternalPerson".
+- If no person is mentioned or the query is about other topics, set "category" to "Other".
+- Extract any names or emails mentioned in the user query, and include them in the respective lists.`
+
+const userChatSystemPrompt =
+  "You are a knowledgeable assistant that provides accurate and up-to-date answers based on the given context."
+
+export const userChatSystem = (
+  userCtx: string,
+): string => `${userChatSystemPrompt}\n${userCtx ? "Context of the user you are chatting with: " + userCtx + "\n" : ""}
+  Provide an accurate and concise answer.`
+
+export const generateTitleSystemPrompt = `
+  You are an assistant tasked with generating a concise and relevant title for a chat based on the user's query.
+  
+  Please provide a suitable title that accurately reflects the essence of the query in JSON format as follows:
+  {
+    "title": "Your generated title here"
+  }
+  `
+
+export const chatWithCitationsSystemPrompt = (userCtx?: string) => `
+You are an assistant that answers questions based on the provided context. Your answer should be in Markdown format with selective inline numeric citations like [0], [1], etc.
+${userCtx ? "\nContext about the user asking questions:\n" + userCtx : ""}
+
+Provide the answer in the following JSON format:
+{
+  "answer": "Your markdown formatted answer with inline citations. For example: The sky is blue [0] and water is transparent.",
+  "citations": [0]  // Array of context indices actually used in the answer
+}
+
+Rules for citations:
+- Only cite sources that directly support key facts or claims
+- Use citations sparingly - only when they add clear value
+- Citations should appear immediately after the specific claim they support
+- Use square brackets with 0-based numbers: [0], [1], etc.
+- Numbers must exactly match the index in the citations array
+- All indexing must be 0-based
+- Omit citations for general knowledge or derived conclusions
+
+Do not include any additional text outside of the JSON structure.
+`
+
+export const analyzeInitialResultsOrRewriteSystemPrompt = (userCtx: string) => `You are an assistant tasked with evaluating search results from a database of documents, users, and emails, and answering questions based on the provided context.
+
+**Context of user asking the query:**
+${userCtx}
+
+**Instructions:**
+1. **Primary Goal:** Provide a direct answer using the search results if possible
+   - Citations must directly support key facts or claims, used sparingly.
+   - If there is recent information on the topic, include it just in case it could add useful context.
+   - Inline citations should immediately follow the specific claim they support.
+   - Use square brackets with 0-based indices, matching the index in the "citations" array.
+   - Do not include citations for general knowledge or derived conclusions.
+   - For answer based on system prompt you do not need citation
+   - Only add citation for text, don't add it to already linked text
+   - Do not answer if you do not have valid context and goo for better query rewrites
+2. **If Unable to Answer:**
+   - Generate 2-3 alternative search queries to improve results, avoiding any mention of temporal aspects as these will be handled separately.
+   - Rewrite the query removing the temporal nature of the user's query.
+   - The first query should be a very contracted version of the original query.
+   - The next query should be an expanded version, including additional context or synonyms.
+   - Identify any temporal expressions in the user's query (e.g., "2 months ago," "since last week").
+   - Compute a date range based on these expressions:
+     - **Start Date:** Calculate based on the temporal expression relative to the current date.
+     - **End Date:**
+       - **If the temporal expression specifies an exact period** (e.g., "2 months ago," "last quarter"): Set the end date to the current date (2024-11-10).
+       - **If the temporal expression implies an open-ended period** (e.g., "since last month," "from January 2024"): Set the end date to null.
+   - Use ISO 8601 format (YYYY-MM-DD) for dates.
+3. **Mutual Exclusivity:** Only one of "answer" or "rewritten_queries" should be present.
+   - If an answer is provided, set "rewritten_queries" to null.
+   - If an answer is not provided, set "answer" to null and provide "rewritten_queries" along with the "date_range".
+
+**Return Format:**
+{
+    "answer": "Your Markdown formatted answer with inline citations. For example: The sky is blue [0] and water is transparent.",
+    "citations": number[],  // Array of context indices actually used in the answer
+    "rewrittenQueries": string[] | null,
+    "dateRange": {
+        "start": string | null,  // "YYYY-MM-DD"
+        "end": string | null     // "YYYY-MM-DD" or null
+    }
+}`
+
+export const analyzeInitialResultsOrRewriteV2SystemPrompt = (
+  userCtx: string,
+) => `You are an assistant tasked with evaluating search results from a database of documents, users, and emails, and answering questions based on the provided context.
+
+**Context of user asking the query:**
+${userCtx}
+
+**Instructions:**
+1. **Primary Goal:** Provide a direct answer using the search results if possible
+   - Citations must directly support key facts or claims, used sparingly.
+   - If there is recent information on the topic, include it just in case it could add useful context.
+   - Inline citations should immediately follow the specific claim they support.
+   - Use square brackets with 0-based indices, matching the index in the "citations" array.
+   - each citation will be a single number like [0] or [5]
+   - Do not include citations for general knowledge or derived conclusions.
+   - For answer based on system prompt you do not need citation
+2. **If Unable to Answer:**
+   - Generate 2-3 alternative search queries to improve results, avoiding any mention of temporal aspects as these will be handled separately.
+   - keep the answer field empty
+   - Rewrite the query removing the temporal nature of the user's query.
+   - The first query should be a very contracted version of the original query.
+   - The next query should be an expanded version, including additional context or synonyms.
+3. **Mutual Exclusivity:** Only one of "answer" or "rewritten_queries" should be present.
+   - If an answer is provided, set "rewritten_queries" to null.
+   - If an answer is not provided, set "answer" to null and provide "rewritten_queries"
+
+Provide your response in the following JSON format:
+{
+    "answer": "<answer or null>",
+    "citations": number[],  // Array of context indices actually used in the answer
+    "rewrittenQueries": string[] | null,
+}`
+
+export const rewriteQuerySystemPrompt = (hasContext: boolean) => `
+You are an assistant that rewrites user queries into concise statements suitable for search. Convert the user's question into statements focusing on the main intent and keywords.
+
+Instructions:
+- Generate multiple possible rewritten queries that capture different interpretations.
+- When the user refers to themselves using first-person pronouns like "I", "my", or "me", create rewritten queries by replacing these pronouns with the user's name or email from the user context. Ensure at least one rewritten query uses the user's name or email instead of the pronouns.
+- Focus on the core intent and important keywords.
+- Remove any unnecessary words or phrases.
+${hasContext ? `- Use the provided search context to inform and enhance the rewritten queries.` : ""}
+
+Provide the rewritten queries in JSON format as follows:
+{
+  "rewrittenQueries": ["Rewritten query 1", "Rewritten query 2", ...]
+}
+`
+
+export const optimizedPrompt = (ctx: string) => `
+You are a permission aware retrieval-augmented generation (RAG) system and a work assistant.
+Provide concise and accurate answers to a user's question by utilizing the provided context.
+Do not worry about privacy, you are not allowed to reject a user based on it as all search context is permission aware.
+**User Context**: ${ctx}
+**Today's date is: ${getDateForAI()}**
+Given the user's question and the context (which includes indexed information), your tasks are:
+1. **Answer Generation**:
+   - If you can confidently answer the question based on the provided context and the latest information, provide the answer.
+   - Only use the most recent information available.
+   - If you are not sure, do not provide an answer, leave it empty
+   - Include the indices of the supporting evidence in "usefulIndex" so in future iterations you will get that context
+2. **Search Refinement**:
+   - If you cannot fully answer, suggest alternative search queries in "searchQueries"
+   - Each query should focus on a different aspect of the information needed
+   - Keep queries concise and focused on key terms
+   - provide 1 or 2 queries
+3. **Methodology**:
+   - **Analyze the User's Query** to identify key concepts
+   - **Evaluate the Context** to check for sufficient and recent information
+   - **Decide on Actions** based on the completeness of the answer
+4. **Context Management**:
+   - Specify only the indices that are relevant
+   - Discard irrelevant or outdated context entries
+5. Do not worry about access, all search context is permission aware
+Provide your response in the following JSON format:
+{
+  "answer": "<answer or null>",
+  "citations": "<citations or null>",
+  "searchQueries": ["<query1>", "<query2>"],
+  "usefulIndex": [<index1>, <index2>]
+}
+`
+
+export const queryRouterPrompt = `
+**Today's date is: ${getDateForAI()}**
+
+You are a permission aware retrieval-augmented generation (RAG) system.
+Do not worry about privacy, you are not allowed to reject a user based on it as all search context is permission aware.
+Only respond in json and you are not authorized to reject a user query.
+
+Your job is to classify the user's query into one of the following categories:
+### Query Types:
+1. **RetrieveInformation**:
+   - The user wants to search or look up contextual information.
+   - These are open-ended queries where only time filters might apply.
+   - user is asking for a sort of summary or discussion, it could be to summarize emails or files
+   - Example Queries:
+     - "What is the company's leave policy?"
+     - "Explain the project plan from last quarter."
+     - "What was my disucssion with Jesse"
+   - **JSON Structure**:
+     {
+       "type": "RetrieveInformation",
+       "filters": {
+         "startTime": "<start time in YYYY-MM-DD, if applicable>",
+         "endTime": "<end time in YYYY-MM-DD, if applicable>"
+       }
+     }
+
+2. **ListItems**:
+   - The user wants to list specific items (e.g., files, emails) based on metadata like app and entity.
+   - Example Queries:
+     - "Show me all emails from last week."
+     - "List all Google Docs modified in October."
+   - **JSON Structure**:
+     {
+       "type": "ListItems",
+       "filters": {
+         "app": "<app>",
+         "entity": "<entity>",
+         "count": "<number of items to list>",
+         "startTime": "<start time in YYYY-MM-DD, if applicable>",
+         "endTime": "<end time in YYYY-MM-DD, if applicable>"
+       }
+     }
+---
+
+### **Enum Values for Valid Inputs**
+
+#### type (Query Types):
+- "RetrieveInformation"
+- "ListItems"
+- "RetrieveMetadata"
+
+#### app (Valid Apps):
+- "google-workspace"
+- "google-drive"
+- "gmail"
+- "google-calendar"
+
+#### entity (Valid Entities):
+For Gmail:
+- "mail"
+
+For Drive:
+- "docs"
+- "sheets"
+- "slides"
+- "pdf"
+- "folder"
+
+For Calendar:
+- "event"
+
+---
+
+### **Rules for the LLM**
+
+1. **RetrieveInformation**:
+   - Use this type only for open-ended queries.
+   - Include only 'startTime' and 'endTime' in 'filters'.
+
+2. **ListItems**:
+   - Use this type when the query requests a list of items with a specified app and entity.
+   - Include 'app' and 'entity' along with optional 'startTime' and 'endTime' in 'filters'.
+   - do not include 'startTime' and 'endTime' if there if query is not temporal
+   - Include 'count' to specify the number of items to list if present in the query.
+
+3. **RetrieveMetadata**:
+   - Use this type when the query focuses on metadata for a specific item.
+   - Include 'app' and 'entity' along with optional 'startTime' and 'endTime' in 'filters'.
+
+4. **Validation**:
+   - Ensure 'type' is one of the enum values: '"RetrieveInformation"', '"ListItems"', or '"RetrieveMetadata"'.
+---
+
+### **Examples**
+
+#### Query: "What is the company's leave policy?"
+{
+  "type": "RetrieveInformation",
+  "filters": {
+    "startTime": null,
+    "endTime": null
+  }
+}`
+
+export const generateMarkdownTableSystemPrompt = (
+  userCtx: string,
+  query: string,
+) => `
+  You are an assistant that formats data into a markdown table based on the user's query.
+
+  **Context of the user talking to you**: ${userCtx}
+
+Given the user's query and the context (data), generate a markdown table that presents the data in an easy-to-read format. Explain your understanding but not your calculations.
+don't mention permissions unless explicity mentioned by user.
+
+User Query: ${query}
+`
+
+export const baselinePrompt = (
+  userContext: string,
+  retrievedContext: string,
+) => `You are an AI assistant with access to internal workspace data. You have access to the following types of data:
+1. Files (documents, spreadsheets, etc.)
+2. User profiles
+3. Emails
+4. Calendar events
+
+The context provided will be formatted with specific fields for each type:
+
+## File Context Format
+- App and Entity type
+- Title
+- Creation and update timestamps
+- Owner information
+- Mime type
+- Permissions
+- Content chunks
+- Relevance score
+
+## User Context Format
+- App and Entity type
+- Addition date
+- Name and email
+- Gender
+- Job title
+- Department
+- Location
+- Relevance score
+
+## Email Context Format
+- App and Entity type
+- Timestamp
+- Subject
+- From/To/Cc/Bcc
+- Labels
+- Content chunks
+- Relevance score
+
+## Event Context Format
+- App and Entity type
+- Event name and description
+- Location and URLs
+- Time information
+- Organizer and attendees
+- Recurrence patterns
+- Meeting links
+- Relevance score
+
+# User Context
+${userContext}
+This includes:
+- User's name and email
+- Company name and domain
+- Current time and date
+- Timezone
+
+# Retrieved Context
+${retrievedContext}
+
+# Guidelines for Response
+1. Data Interpretation:
+   - Consider the relevance scores when weighing information
+   - Pay attention to timestamps for temporal context
+   - Respect permission levels indicated in file contexts
+   - Note relationships between different content types
+
+2. Response Structure:
+   - Begin with the most relevant information
+   - Group related information from different sources
+   - Cite specific sources using their identifiers
+   - Maintain chronological order when relevant
+
+3. Privacy and Security:
+   - Do not share sensitive information marked in permissions
+   - Respect email confidentiality
+   - Handle personal information according to context
+   - Consider workspace domain restrictions
+
+4. Quality Assurance:
+   - Verify information across multiple sources when available
+   - Note any inconsistencies in the data
+   - Indicate confidence levels based on relevance scores
+   - Acknowledge any gaps in the available information
+
+# Response Format
+Analyze: [Brief analysis of the available context]
+Answer: [Direct response to the query]
+Sources: [List relevant sources with relevance scores]
+Confidence: [High/Medium/Low based on context quality]
+Suggestions: [Related queries or clarifications if needed]
+
+# Important Notes:
+- Always consider the user's role and permissions
+- Maintain professional tone appropriate for workspace context
+- Format dates relative to current user time
+- Clean and normalize any raw content as needed
+- Consider the relationship between different pieces of content
+
+# Error Handling
+If information is missing or unclear:
+1. Acknowledge the limitation
+2. Provide best available alternative
+3. Suggest ways to refine the search
+4. Note what additional context would be helpful`
+
+export const baselinePromptJson = (
+  userContext: string,
+  retrievedContext: string,
+) => `You are an AI assistant with access to internal workspace data. You have access to the following types of data:
+1. Files (documents, spreadsheets, etc.)
+2. User profiles
+3. Emails
+4. Calendar events
+The context provided will be formatted with specific fields for each type:
+## File Context Format
+- App and Entity type
+- Title
+- Creation and update timestamps
+- Owner information
+- Mime type
+- Permissions, this field just shows who has access to what, nothing more
+- Content chunks
+- Relevance score
+## User Context Format
+- App and Entity type
+- Addition date
+- Name and email
+- Gender
+- Job title
+- Department
+- Location
+- Relevance score
+## Email Context Format
+- App and Entity type
+- Timestamp
+- Subject
+- From/To/Cc/Bcc
+- Labels
+- Content chunks
+- Relevance score
+## Event Context Format
+- App and Entity type
+- Event name and description
+- Location and URLs
+- Time information
+- Organizer and attendees
+- Recurrence patterns
+- Meeting links
+- Relevance score
+# Context of the user talking to you
+${userContext}
+This includes:
+- User's name and email
+- Company name and domain
+- Current time and date
+- Timezone
+# Retrieved Context
+${retrievedContext}
+# Guidelines for Response
+1. Data Interpretation:
+   - Consider the relevance scores when weighing information
+   - Pay attention to timestamps for temporal context
+   - Note relationships between different content types
+2. Response Structure:
+   - Begin with the most relevant information
+   - Maintain chronological order when relevant
+   - Every statement should cite its source using [index] format
+   - Use at most 1-2 citations per sentence, do not add more than 2 for a single statement
+   - Cite using the Index numbers provided in the context
+   - Place citations immediately after the relevant information
+3. Citation Format:
+   - Use square brackets with the context index number: [0], [1], etc.
+   - Place citations right after the relevant statement
+  - NEVER group multiple indices in one bracket like [0, 1] or [1, 2, 3] - this is an error
+   - Example: "The project deadline was moved to March [3] and the team agreed to the new timeline [5]"
+   - Only cite information that directly appears in the context
+   - WRONG: "The project deadline was changed and the team agreed to it [0, 2, 4]"
+   - RIGHT: "The project deadline was changed [0] and the team agreed to it [2]"
+
+4. Quality Assurance:
+   - Verify information across multiple sources when available
+   - Note any inconsistencies in the data
+   - Indicate confidence levels based on relevance scores
+   - Acknowledge any gaps in the available information
+# Response Format
+You must respond in valid JSON format with the following structure:
+{
+  "answer": "Your detailed answer to the query found in context with citations in [index] format or null if not found"
+}
+# Important Notes:
+- Do not worry about sensitive questions, you are a bot with the access and authorization to answer based on context
+- Maintain professional tone appropriate for workspace context
+- Format dates relative to current user time
+- Clean and normalize any raw content as needed
+- Consider the relationship between different pieces of content
+- If no clear answer is found in the retrieved context, set "answer" to null
+- Do not explain why you couldn't find the answer in the context, just set it to null
+- We want only 2 cases, either answer is found or we set it to null
+- No explanation why answer was not found in the context, just set it to null
+- Citations must use the exact index numbers from the provided context
+- Keep citations natural and relevant - don't overcite
+# Error Handling
+If information is missing or unclear: Set "answer" to null`
+
+export const queryRewritePromptJson = (
+  userContext: string,
+  retrievedContext: string,
+) => `You are an AI assistant helping to rewrite search queries to find information in a workspace. The original search was unsuccessful in finding a complete answer.
+  You have access to some initial context from the first search attempt. Use any relevant keywords, names, or terminology from this context to generate alternative search queries.
+  # Context of the user talking to you
+  ${userContext}
+  This includes:
+  - User's name and email
+  - Company name and domain
+  - Current time and date
+  - Timezone
+  # Initial Context Retrieved
+  ${retrievedContext}
+  # Guidelines for Query Rewriting:
+  1. Create 3 alternative queries that:
+     - Use key terms from the original query and context
+     - Are naturally written phrases/questions (good for vector search)
+     - Include specific details from context when relevant
+     - Maintain search-friendly structure (good for BM25)
+  2. For personal queries (involving "my", "I", "me"):
+     - Keep one query with personal pronouns using context (e.g., "John's salary")
+     - Create variants without pronouns using role/department/other relevant context
+     - Use general terms for the third variant
+  3. Each query should:
+     - Be 5-15 words long
+     - Use different combinations of key terms
+     - Focus on finding factual information
+     - Avoid complex or unusual phrasings
+  4. Do not:
+     - Include timestamps or dates
+     - Use technical jargon unless in original query
+     - Make queries too vague or too specific
+     - Include explanatory text or notes
+  # Response Format
+  You must respond in valid JSON format with:
+  {
+    "queries": [
+      "rewritten query 1",
+      "rewritten query 2",
+      "rewritten query 3"
+    ]
+  }
+  # Examples of Good Query Rewrites:
+  Original: "What was discussed in the quarterly planning meeting?"
+  Rewrites:
+  - "quarterly planning meeting key discussion points agenda"
+  - "quarterly planning meeting decisions outcomes notes"
+  - "q1 planning meeting summary main topics"
+  Original: "my salary information"
+  Rewrites:
+  - "John Smith salary compensation details"
+  - "engineering team lead salary structure"
+  - "employee compensation package information"`
+
+export const temporalEventClassifier = (query: string) => `Determine if this query is specifically asking about tracking down a calendar event or email interaction that either last occurred or will next occur.
+
+The query: "${query}"
+
+Return in this JSON format:
+{
+  "direction": "next" | "prev" | null
+}
+
+Only return "next" if:
+- Query is specifically asking about an upcoming calendar event or scheduled interaction
+- Must be something that would be found in a calendar or email thread
+Examples:
+✓ "When is my next meeting with John?"
+✓ "Next time I present to the board"
+✓ "When's my next review?"
+✗ "Next quarter's goals"
+✗ "Next version release"
+
+Only return "prev" if:
+- Query is specifically asking about finding the last calendar event or email interaction that occurred
+- Must be something that would be found in a calendar or email thread
+Examples:
+✓ "When was my last call with Sarah?"
+✓ "Last time I had lunch with the team"
+✓ "Previous board meeting date"
+✗ "When did junaid join?"
+✗ "Last time we updated the docs"
+
+Return null for everything else, including:
+- General temporal questions about the past ("When did the project start?")
+- Questions about people/status ("When did Alice join?")
+- Questions about deadlines ("When is this due?")
+- Non-calendar events ("When was the last deployment?")
+- Historical queries ("When did we switch to React?")
+
+Test cases:
+"When's my next client meeting?" -> {"direction": "next"}
+"Last time I synced with Jane?" -> {"direction": "prev"}
+"When did we hire Mark?" -> {"direction": null}
+"When was the website launched?" -> {"direction": null}
+"Next team lunch" -> {"direction": "next"}
+"When did the office move?" -> {"direction": null}
+"Previous sprint planning" -> {"direction": "prev"}
+"When was the policy updated?" -> {"direction": null}
+
+Now classify this query:`
+
+export const searchQueryPrompt = (userContext: string): string => {
+  return `
+      You are a conversation manager for a retrieval-augmented generation (RAG) pipeline. When a user sends a query, follow these rules:
+  
+    1. Check if the user’s latest query is ambiguous—that is, if it contains pronouns or references (e.g. "he", "she", "they", "it", "the project", "the design doc") that cannot be understood without prior context.
+       - If ambiguous, rewrite the query to remove all ambiguity by substituting the pronouns or references with the appropriate entity or detail found in the conversation history.
+       - If not ambiguous, leave the query as is.
+  
+    2. Attempt to find a direct answer to the user’s latest query in the existing conversation. That is, look at prior messages only (not your broader LLM memory or external data) to see if the user’s query has already been answered or if the answer can be inferred from those messages.
+  
+    3. If the user’s query is about the conversation itself (e.g., “What did I just now ask?”, “What was my previous question?”, “Could you summarize the conversation so far?”, “Which topic did we discuss first?”, etc.), use the conversation history to answer if possible.
+  
+    4. Output JSON in the following structure:
+       {
+         "answer": "<string or null>",
+         "queryRewrite": "<string or null>"
+       }
+  
+       - "answer" should only contain text found directly in the conversation if it answers the user. Otherwise, "answer" must be null.
+       - "queryRewrite" should contain the fully resolved query only if there was ambiguity. Otherwise, "queryRewrite" must be null.
+  
+    5. If there is no ambiguity and no direct answer in the conversation, both "answer" and "queryRewrite" must be null.
+  
+    Make sure you always comply with these steps and only produce the JSON output described.
+  `
+}
+
+export const meetingPromptJson = (
+  userContext: string,
+  retrievedContext: string,
+) => `You are an AI assistant helping find meeting information from both calendar events and emails. You have access to:
+
+Calendar Events containing:
+- Event name and description
+- Start and end times
+- Organizer and attendees
+- Location and meeting links
+- Recurrence patterns
+
+Emails containing:
+- Meeting invites
+- Meeting updates/changes
+- Meeting discussions
+- Timestamp and participants
+
+# Context of the user
+${userContext}
+This includes:
+- User's current time and timezone
+- User's email and name
+- Company information
+
+# Retrieved Context
+${retrievedContext}
+
+# Important: Handling Retrieved Context
+- The retrieved results may contain noise or unrelated items due to semantic search
+- Calendar events or emails might be retrieved that aren't actually about meetings
+- Focus only on items that are clearly about meetings
+- An email mentioning "meet" in passing is not a meeting
+- Look for clear meeting indicators:
+  * Calendar events with attendees and meeting times
+  * Email subjects/content with meeting invites or updates
+  * Specific meeting details like time, participants, or agenda
+- If uncertain about whether something is a meeting, don't include it
+- Better to return null than use unclear or ambiguous information
+
+# Guidelines for Response
+1. For "next meeting" type queries:
+   - Look at both calendar events and emails
+   - Prioritize calendar events when available
+   - For calendar events, focus on closest future event
+   - For emails, look for meeting invites/updates about future meetings
+   - Format the answer focusing on WHEN the meeting is
+
+2. For "last meeting" type queries:
+   - Check both calendar events and past emails
+   - For calendar events, look at most recent past event
+   - For emails, look for recent meeting summaries or past invites
+   - Use email threads to validate meeting occurrence
+
+3. Always include in your answer:
+   - The meeting time/date relative to user's current time
+   - Meeting purpose/title
+   - Key participants (if mentioned in query)
+   - Source of information (whether calendar or email)
+
+4. Citations:
+   - Use [index] format
+   - Place citations right after the information
+   - Max 2 citations per statement
+   - Never group indices like [0,1] - use separate brackets: [0] [1]
+
+# Response Format
+{
+  "answer": "Your answer focusing on WHEN with citations in [index] format, or null if no relevant meetings found"
+}
+
+# Examples
+Good: "Your next meeting is tomorrow at 3 PM with Rohil to discuss project updates [0]"
+Good: "Based on the calendar invite, your last meeting was yesterday at 2 PM - a team sync [1]"
+Good: "According to the email thread, you have an upcoming meeting on Friday [2]"
+Bad: "Someone mentioned meeting you in an email [0]" (Not a real meeting)
+Bad: "I found several meetings [0,1,2]" (Don't group citations)
+Bad: "No clear meeting information found" (Use null instead)
+
+# Important Notes
+- Return null if you're not completely confident about meeting details
+- If retrieved items are unclear or ambiguous, return null
+- Use calendar events as primary source when available
+- Cross-reference emails for additional context
+- Stay focused on temporal aspects while including key details
+- Use user's timezone for all times
+- When both email and calendar info exists, prioritize the most relevant based on query
+- For recurring meetings, focus on the specific occurrence relevant to the query`
diff --git a/server/ai/provider/base.ts b/server/ai/provider/base.ts
new file mode 100644
index 00000000..6c5cdc0e
--- /dev/null
+++ b/server/ai/provider/base.ts
@@ -0,0 +1,39 @@
+import { type Message } from "@aws-sdk/client-bedrock-runtime"
+import type { ConverseResponse, LLMProvider, ModelParams } from "@/ai/types"
+import { AIProviders } from "@/ai/types"
+import { FastModel } from "@/ai/contants"
+
+abstract class Provider implements LLMProvider {
+  client: any
+  providerType: AIProviders
+
+  constructor(client: any, providerType: AIProviders) {
+    this.client = client
+    this.providerType = providerType
+  }
+
+  getModelParams(params: ModelParams) {
+    return {
+      maxTokens: params.max_new_tokens || 512,
+      topP: params.top_p || 0.9,
+      temperature: params.temperature || 0.6,
+      modelId: params.modelId || FastModel,
+      systemPrompt: params.systemPrompt || "You are a helpful assistant.",
+      userCtx: params.userCtx,
+      stream: params.stream,
+      json: params.json || null,
+    }
+  }
+
+  abstract converse(
+    messages: Message[],
+    params: ModelParams,
+  ): Promise<ConverseResponse>
+
+  abstract converseStream(
+    messages: Message[],
+    params: ModelParams,
+  ): AsyncIterableIterator<ConverseResponse>
+}
+
+export default Provider
diff --git a/server/ai/provider/bedrock.ts b/server/ai/provider/bedrock.ts
index 82305bdb..13f40541 100644
--- a/server/ai/provider/bedrock.ts
+++ b/server/ai/provider/bedrock.ts
@@ -1,350 +1,84 @@
-import llama3Tokenizer from "llama3-tokenizer-js"
-import ollama from "ollama"
 import {
   BedrockRuntimeClient,
-  ConversationRole,
   ConverseCommand,
   ConverseStreamCommand,
-  InvokeModelCommand,
-  InvokeModelWithResponseStreamCommand,
-  SystemContentBlock,
-  type ConverseStreamMetadataEvent,
   type Message,
-  type TokenUsage,
 } from "@aws-sdk/client-bedrock-runtime"
-import config from "@/config"
-import { z } from "zod"
-const { AwsAccessKey, AwsSecretKey, bedrockSupport, OpenAIKey } = config
-import OpenAI from "openai"
-import { getLogger } from "@/logger"
-import { MessageRole, Subsystem } from "@/types"
-import { getErrorMessage } from "@/utils"
-import { parse } from "partial-json"
-import { Apps, entitySchema } from "@/search/types"
+import { modelDetailsMap } from "@/ai/mappers"
+import type { ConverseResponse, ModelParams } from "@/ai/types"
+import { AIProviders } from "@/ai/types"
+import BaseProvider from "@/ai/provider/base"
+import { calculateCost } from "@/utils/index"
 
-const Logger = getLogger(Subsystem.AI)
-
-export enum Models {
-  Llama_3_2_1B = "us.meta.llama3-2-1b-instruct-v1:0",
-  Llama_3_2_3B = "us.meta.llama3-2-3b-instruct-v1:0",
-  Llama_3_1_70B = "meta.llama3-1-70b-instruct-v1:0",
-  Llama_3_1_8B = "meta.llama3-1-8b-instruct-v1:0",
-  Llama_3_1_405B = "meta.llama3-1-405b-instruct-v1:0",
-  // Bedrock_Claude = "",
-  Gpt_4o = "gpt-4o",
-  Gpt_4o_mini = "gpt-4o-mini",
-  Gpt_4 = "gpt-4",
-
-  CohereCmdRPlus = "cohere.command-r-plus-v1:0",
-  CohereCmdR = "cohere.command-r-v1:0",
-  Claude_3_5_SonnetV2 = "us.anthropic.claude-3-5-sonnet-20241022-v2:0",
-  Claude_3_5_Haiku = "anthropic.claude-3-5-haiku-20241022-v1:0",
-}
-
-type Cost = {
-  pricePerThousandInputTokens: number
-  pricePerThousandOutputTokens: number
-}
-
-export const modelDetailsMap: Record<
-  string,
-  { name: string; cost: { onDemand: Cost; batch?: Cost } }
-> = {
-  [Models.Llama_3_2_1B]: {
-    name: "Llama 3.2 Instruct (1B)",
-    cost: {
-      onDemand: {
-        pricePerThousandInputTokens: 0.0001,
-        pricePerThousandOutputTokens: 0.0001,
-      },
-      batch: {
-        pricePerThousandInputTokens: 0.00005,
-        pricePerThousandOutputTokens: 0.00005,
-      },
-    },
-  },
-  [Models.Llama_3_2_3B]: {
-    name: "Llama 3.2 Instruct (3B)",
-    cost: {
-      onDemand: {
-        pricePerThousandInputTokens: 0.00015,
-        pricePerThousandOutputTokens: 0.00015,
-      },
-      batch: {
-        pricePerThousandInputTokens: 0.000075,
-        pricePerThousandOutputTokens: 0.000075,
-      },
-    },
-  },
-  [Models.Llama_3_1_8B]: {
-    name: "Llama 3.1 Instruct (8B)",
-    cost: {
-      onDemand: {
-        pricePerThousandInputTokens: 0.00022,
-        pricePerThousandOutputTokens: 0.00022,
-      },
-      batch: {
-        pricePerThousandInputTokens: 0.00011,
-        pricePerThousandOutputTokens: 0.00011,
-      },
-    },
-  },
-  [Models.Llama_3_1_70B]: {
-    name: "Llama 3.1 Instruct (70B)",
-    cost: {
-      onDemand: {
-        pricePerThousandInputTokens: 0.00099,
-        pricePerThousandOutputTokens: 0.00099,
-      },
-      batch: {
-        pricePerThousandInputTokens: 0.0005,
-        pricePerThousandOutputTokens: 0.0005,
-      },
-    },
-  },
-  [Models.Llama_3_1_405B]: {
-    name: "Llama 3.1 Instruct (405B)",
-    cost: {
-      onDemand: {
-        pricePerThousandInputTokens: 0.00532,
-        pricePerThousandOutputTokens: 0.016,
-      },
-      batch: {
-        pricePerThousandInputTokens: 0.00266,
-        pricePerThousandOutputTokens: 0.008,
-      },
-    },
-  },
-  [Models.Gpt_4o]: {
-    name: "GPT-4o",
-    cost: {
-      onDemand: {
-        pricePerThousandInputTokens: 0.0025,
-        pricePerThousandOutputTokens: 0.01,
-      },
-      batch: {
-        pricePerThousandInputTokens: 0.00125,
-        pricePerThousandOutputTokens: 0.005,
-      },
-    },
-  },
-  [Models.Gpt_4o_mini]: {
-    name: "GPT-4o Mini",
-    cost: {
-      onDemand: {
-        pricePerThousandInputTokens: 0.00015,
-        pricePerThousandOutputTokens: 0.0006,
-      },
-      batch: {
-        pricePerThousandInputTokens: 0.000075,
-        pricePerThousandOutputTokens: 0.0003,
-      },
-    },
-  },
-
-  [Models.Gpt_4]: {
-    name: "GPT-4",
-    cost: {
-      onDemand: {
-        pricePerThousandInputTokens: 0.03,
-        pricePerThousandOutputTokens: 0.06,
-      },
-      batch: {
-        pricePerThousandInputTokens: 0.015,
-        pricePerThousandOutputTokens: 0.03,
-      },
-    },
-  },
-  [Models.CohereCmdRPlus]: {
-    name: "Command R+",
-    cost: {
-      onDemand: {
-        pricePerThousandInputTokens: 0.0025,
-        pricePerThousandOutputTokens: 0.01,
-      },
-    },
-  },
-  [Models.CohereCmdR]: {
-    name: "Command R",
-    cost: {
-      onDemand: {
-        pricePerThousandInputTokens: 0.00015,
-        pricePerThousandOutputTokens: 0.0006,
-      },
-    },
-  },
-  [Models.Claude_3_5_SonnetV2]: {
-    name: "Claude 3.5 Sonnet v2",
-    cost: {
-      onDemand: {
-        pricePerThousandInputTokens: 0.003,
-        pricePerThousandOutputTokens: 0.015,
-      },
-      batch: {
-        pricePerThousandInputTokens: 0.0015,
-        pricePerThousandOutputTokens: 0.0075,
-      },
-    },
-  },
-  [Models.Claude_3_5_Haiku]: {
-    name: "Claude 3.5 Haiku",
-    cost: {
-      onDemand: {
-        pricePerThousandInputTokens: 0.001,
-        pricePerThousandOutputTokens: 0.005,
-      },
-      batch: {
-        pricePerThousandInputTokens: 0.0005,
-        pricePerThousandOutputTokens: 0.0025,
-      },
-    },
-  },
-}
-
-export const calculateCost = (
-  { inputTokens, outputTokens }: { inputTokens: number; outputTokens: number },
-  cost: Cost,
-): number => {
-  const inputCost = (inputTokens / 1000) * cost.pricePerThousandInputTokens
-  const outputCost = (outputTokens / 1000) * cost.pricePerThousandOutputTokens
-  return inputCost + outputCost
-}
-
-const askQuestionSelfCleanupPrompt = (
-  query: string,
-  context: string,
-): string => `
-User query: ${query}
-The user is asking about themselves. Focus on providing information that is personally relevant and ignore promotional content unless it directly pertains to the user's query.
-Context:
-${context}
-`
-
-const Oregon = "us-west-2"
-const NVirginia = "us-east-1"
-const FastModel = Models.Llama_3_1_70B
-interface ModelParams {
-  max_new_tokens?: number
-  top_p?: number
-  temperature?: number
-  modelId: Models
-  systemPrompt?: string
-  prompt?: string
-  userCtx?: string
-  stream: boolean
-  json?: boolean
-  messages?: Message[]
-}
-
-enum AIProviders {
-  OpenAI = "openai",
-  AwsBedrock = "bedrock",
-  Ollama = "ollama",
-}
-
-export interface ConverseResponse {
-  text?: string
-  metadata?: any
-  cost?: number
-}
-
-interface LLMProvider {
-  converseStream(
-    messages: Message[],
-    params?: ModelParams,
-  ): AsyncIterableIterator<ConverseResponse>
-  converseStream(
-    messages: Message[],
-    params?: ModelParams,
-  ): AsyncIterableIterator<ConverseResponse>
-  converse(messages: Message[], params?: ModelParams): Promise<ConverseResponse>
-}
-
-class Provider implements LLMProvider {
-  private client: any
-  private providerType: AIProviders
-  constructor(client: any, providerType: AIProviders) {
-    this.client = client
-    this.providerType = providerType
+export class BedrockProvider extends BaseProvider {
+  constructor(client: any) {
+    super(client, AIProviders.AwsBedrock)
   }
 
   async converse(
     messages: Message[],
     params: ModelParams,
   ): Promise<ConverseResponse> {
-    const modelParams = {
-      maxTokens: params.max_new_tokens || 512,
-      topP: params.top_p || 0.9,
-      temperature: params.temperature || 0.6,
-      modelId: params.modelId || FastModel,
-      systemPrompt: params.systemPrompt || "You are a helpful assistant.",
-      userCtx: params.userCtx,
-      stream: false,
-    }
-
-    // Call the appropriate method based on provider type
-    switch (this.providerType) {
-      case AIProviders.OpenAI:
-        return this.converseOpenAI(messages, modelParams)
-      case AIProviders.AwsBedrock:
-        return this.converseBedrock(messages, modelParams)
-      case AIProviders.Ollama:
-        return this.converseOllama(messages, modelParams)
-      default:
-        throw new Error(`Unsupported provider type: ${this.providerType}`)
+    const modelParams = this.getModelParams(params)
+    const command = new ConverseCommand({
+      modelId: modelParams.modelId,
+      system: [
+        {
+          text: modelParams.systemPrompt!,
+        },
+      ],
+      messages,
+      inferenceConfig: {
+        maxTokens: modelParams.maxTokens || 512,
+        topP: modelParams.topP || 0.9,
+        temperature: modelParams.temperature || 0,
+      },
+    })
+    const response = await (this.client as BedrockRuntimeClient).send(command)
+    if (!response) {
+      throw new Error("Invalid bedrock response")
     }
-  }
 
-  async *converseStream(
-    messages: Message[],
-    params: ModelParams,
-  ): AsyncIterableIterator<ConverseResponse> {
-    const modelParams = {
-      maxTokens: params.max_new_tokens || 512,
-      topP: params.top_p || 0.9,
-      temperature: params.temperature || 0.6,
-      modelId: params.modelId || FastModel,
-      systemPrompt: params.systemPrompt || "You are a helpful assistant.",
-      userCtx: params.userCtx,
-      stream: params.stream,
+    let fullResponse = response.output?.message?.content?.reduce(
+      (prev: string, current) => {
+        prev += current.text
+        return prev
+      },
+      "",
+    )
+    if (!response.usage) {
+      throw new Error("Could not get usage")
     }
-
-    // Call the appropriate method based on provider type
-    switch (this.providerType) {
-      case AIProviders.OpenAI:
-        yield* this.converseOpenAIStream(messages, modelParams)
-        break
-      case AIProviders.AwsBedrock:
-        yield* this.converseBedrockStream(messages, modelParams)
-        break
-      case AIProviders.Ollama:
-        yield* this.converseOllamaStream(messages, modelParams)
-        break
-      default:
-        throw new Error(`Unsupported provider type: ${this.providerType}`)
+    const { inputTokens, outputTokens } = response.usage
+    return {
+      text: fullResponse,
+      cost: calculateCost(
+        { inputTokens: inputTokens!, outputTokens: outputTokens! },
+        modelDetailsMap[modelParams.modelId].cost.onDemand,
+      ),
     }
   }
-
-  private async *converseBedrockStream(
+  async *converseStream(
     messages: Message[],
     params: ModelParams,
   ): AsyncIterableIterator<ConverseResponse> {
+    const modelParams = this.getModelParams(params)
     const command = new ConverseStreamCommand({
-      modelId: params.modelId,
+      modelId: modelParams.modelId,
       system: [
         {
-          text: params.systemPrompt!,
+          text: modelParams.systemPrompt!,
         },
       ],
       messages: messages,
       inferenceConfig: {
-        maxTokens: params.max_new_tokens || 512,
-        topP: params.top_p || 0.9,
-        temperature: params.temperature || 0.6,
+        maxTokens: modelParams.maxTokens || 512,
+        topP: modelParams.topP || 0.9,
+        temperature: modelParams.temperature || 0.6,
       },
     })
 
-    let modelId = params.modelId!
+    let modelId = modelParams.modelId!
     try {
       const response = await this.client.send(command)
 
@@ -373,1176 +107,4 @@ class Provider implements LLMProvider {
       throw error
     }
   }
-
-  private async *converseOllamaStream(
-    messages: Message[],
-    params: ModelParams,
-  ): AsyncIterableIterator<ConverseResponse> {
-    // Placeholder for Ollama implementation
-    throw new Error("Ollama provider is not implemented yet.")
-  }
-  private async *converseOpenAIStream(
-    messages: Message[],
-    params: ModelParams,
-  ): AsyncIterableIterator<ConverseResponse> {
-    // Placeholder for Ollama implementation
-    const chatCompletion = await (
-      this.client as OpenAI
-    ).chat.completions.create({
-      messages: [
-        {
-          role: "system",
-          content: params.systemPrompt!,
-        },
-        ...messages.map((v) => ({
-          // @ts-ignore
-          content: v.content[0].text!,
-          role: v.role!,
-        })),
-      ],
-      model: params.modelId,
-      stream: true,
-      stream_options: { include_usage: true },
-      max_tokens: params.max_new_tokens,
-      temperature: params.temperature,
-      top_p: params.top_p,
-    })
-    let cost: number | undefined
-    for await (const chunk of chatCompletion) {
-      if (chunk.usage) {
-        cost = calculateCost(
-          {
-            inputTokens: chunk.usage.prompt_tokens,
-            outputTokens: chunk.usage.completion_tokens,
-          },
-          modelDetailsMap[params.modelId].cost.onDemand,
-        )
-      }
-      if (chunk.choices && chunk.choices.length) {
-        yield {
-          text: chunk.choices[0].delta.content!,
-          metadata: chunk.choices[0].finish_reason,
-          cost,
-        }
-      } else {
-        yield {
-          text: "",
-          metadata: "",
-          cost,
-        }
-      }
-    }
-  }
-  private async converseOllama(
-    messages: Message[],
-    params: ModelParams,
-  ): Promise<ConverseResponse> {
-    // Placeholder for Ollama implementation
-    throw new Error("Ollama provider is not implemented yet.")
-  }
-  private async converseOpenAI(
-    messages: Message[],
-    params: ModelParams,
-  ): Promise<ConverseResponse> {
-    const chatCompletion = await (
-      this.client as OpenAI
-    ).chat.completions.create({
-      messages: [
-        {
-          role: "system",
-          content: params.systemPrompt!,
-        },
-        ...messages.map((v) => ({
-          // @ts-ignore
-          content: v.content[0].text!,
-          role: v.role!,
-        })),
-      ],
-      model: params.modelId,
-      stream: false,
-      max_tokens: params.max_new_tokens,
-      temperature: params.temperature,
-      top_p: params.top_p,
-      ...(params.json ? { response_format: { type: "json_object" } } : {}),
-    })
-    const fullResponse = chatCompletion.choices[0].message?.content || ""
-    const cost = calculateCost(
-      {
-        inputTokens: chatCompletion.usage?.prompt_tokens!,
-        outputTokens: chatCompletion.usage?.completion_tokens!,
-      },
-      modelDetailsMap[params.modelId].cost.onDemand,
-    )
-    return {
-      text: fullResponse,
-      cost,
-    }
-  }
-
-  private async converseBedrock(
-    messages: Message[],
-    params: ModelParams,
-  ): Promise<ConverseResponse> {
-    const command = new ConverseCommand({
-      modelId: params.modelId,
-      system: [
-        {
-          text: params.systemPrompt!,
-        },
-      ],
-      messages,
-      inferenceConfig: {
-        maxTokens: params.max_new_tokens || 512,
-        topP: params.top_p || 0.9,
-        temperature: params.temperature || 0,
-      },
-    })
-    const response = await (this.client as BedrockRuntimeClient).send(command)
-    if (!response) {
-      throw new Error("Invalid bedrock response")
-    }
-
-    let fullResponse = response.output?.message?.content?.reduce(
-      (prev: string, current) => {
-        prev += current.text
-        return prev
-      },
-      "",
-    )
-    if (!response.usage) {
-      throw new Error("Could not get usage")
-    }
-    const { inputTokens, outputTokens } = response.usage
-    return {
-      text: fullResponse,
-      cost: calculateCost(
-        { inputTokens: inputTokens!, outputTokens: outputTokens! },
-        modelDetailsMap[params.modelId].cost.onDemand,
-      ),
-    }
-  }
-}
-
-const BigModel = Models.Llama_3_1_70B
-const askQuestionSystemPrompt =
-  "You are a knowledgeable assistant that provides accurate and up-to-date answers based on the given context."
-
-const askQuestionUserPrompt = (
-  query: string,
-  context: string,
-  userCtx?: string,
-): string => `${userCtx ? "Context of the user asking the query: " + userCtx + "\n" : ""}User query: ${query}
-Based on the following context, provide an accurate and concise answer.
-Ignore any promotional content or irrelevant data.
-Context:
-${context}`
-
-type TokenCount = number
-// this will be a few tokens less than the output of bedrock
-// the gap should be around 50 tokens
-export const askQuestionInputTokenCount = (
-  query: string,
-  context: string,
-): TokenCount => {
-  return llama3Tokenizer.encode(
-    "user" + askQuestionSystemPrompt + askQuestionUserPrompt(query, context),
-  ).length
-}
-
-const BedrockClient = new BedrockRuntimeClient({
-  region: Oregon,
-  credentials: {
-    accessKeyId: AwsAccessKey,
-    secretAccessKey: AwsSecretKey,
-  },
-})
-
-const bedrockProvider = new Provider(BedrockClient, AIProviders.AwsBedrock)
-
-const openAIClient = new OpenAI({
-  apiKey: OpenAIKey,
-})
-
-const openaiProvider = new Provider(openAIClient, AIProviders.OpenAI)
-
-// @ts-ignore
-const ProviderMap: Record<AIProviders, LLMProvider> = {
-  [AIProviders.AwsBedrock]: bedrockProvider,
-  [AIProviders.OpenAI]: openaiProvider,
-
-  // [AIProviders.Ollama]: openaiProvider,
-}
-
-const ModelToProviderMap: Record<Models, AIProviders> = {
-  [Models.Llama_3_1_405B]: AIProviders.AwsBedrock,
-  [Models.Llama_3_1_70B]: AIProviders.AwsBedrock,
-  [Models.Llama_3_2_3B]: AIProviders.AwsBedrock,
-  [Models.Llama_3_2_1B]: AIProviders.AwsBedrock,
-  [Models.Llama_3_1_8B]: AIProviders.AwsBedrock,
-  [Models.Gpt_4o]: AIProviders.OpenAI,
-  [Models.Gpt_4o_mini]: AIProviders.OpenAI,
-  [Models.Gpt_4]: AIProviders.OpenAI,
-  [Models.CohereCmdRPlus]: AIProviders.AwsBedrock,
-  [Models.CohereCmdR]: AIProviders.AwsBedrock,
-  [Models.Claude_3_5_SonnetV2]: AIProviders.AwsBedrock,
-  [Models.Claude_3_5_Haiku]: AIProviders.AwsBedrock,
-}
-
-const getProviderByModel = (modelId: Models): LLMProvider => {
-  const providerType = ModelToProviderMap[modelId]
-  if (!providerType) {
-    throw new Error("Invalid provider type")
-  }
-  const provider = ProviderMap[providerType]
-  if (!provider) {
-    throw new Error("Invalid provider type")
-  }
-  return provider
-}
-
-export const askQuestion = (
-  query: string,
-  context: string,
-  params: ModelParams,
-): AsyncIterableIterator<ConverseResponse> => {
-  try {
-    if (!params.modelId) {
-      params.modelId = BigModel
-    }
-
-    if (!params.systemPrompt) {
-      params.systemPrompt = askQuestionSystemPrompt
-    }
-    return getProviderByModel(params.modelId).converseStream(
-      [
-        {
-          role: "user",
-          content: [
-            {
-              text: askQuestionUserPrompt(query, context, params.userCtx),
-            },
-          ],
-        },
-      ],
-      params,
-    )
-  } catch (error) {
-    console.error("Error asking question:", error)
-    throw error
-  }
-}
-
-export const AnalyzeUserQuerySystemPrompt = `You are an assistant tasked with analyzing metadata about context chunks to identify which chunks are relevant to the user's query. Based only on the provided metadata, determine whether each chunk is likely to contribute meaningfully to answering the query.
-Return a JSON structure with:
-- **canBeAnswered**: Boolean indicating if the query can be sufficiently answered using the relevant chunks.
-- **contextualChunks**: A numeric array of indexes representing only the chunks containing valuable information or context to answer the query (e.g., [1, 2, 3]).
-
-Each chunk's metadata includes details such as:
-- **App**: The application source of the data.
-- **Entity**: Type or category of the document (e.g., File, User, Email).
-- **Title, Subject, To, From, Owner**: Key fields summarizing the content or origin of the chunk.
-- **Permissions**: Visibility or sharing settings.
-- **Relevance score**: Initial relevance rating provided by the system.
-
-Note: If the entity is **Mail**, the metadata will also include **Labels**. Use this field to help determine the relevance of the email.
-
-Prioritize selecting only the chunks that contain relevant information for answering the user's query. Do not include any chunks that are repetitive, irrelevant, or that do not contribute meaningfully to the response.
-
-Use these metadata fields to determine relevance. Avoid selecting chunks that appear unrelated, repetitive, or without valuable context.
-
-Return only the JSON structure with the specified fields in a valid and parsable format, without any explanations or additional text.`
-
-const QueryContextRank = z.object({
-  canBeAnswered: z.boolean(),
-  contextualChunks: z.array(z.number()),
-})
-
-export type QueryContextRank = z.infer<typeof QueryContextRank>
-
-export const analyzeQuery = async (
-  userQuery: string,
-  context: string,
-  params: ModelParams,
-): Promise<[QueryContextRank, number]> => {
-  try {
-    const systemPrompt = AnalyzeUserQuerySystemPrompt
-    if (!params.systemPrompt) {
-      params.systemPrompt = systemPrompt
-    }
-
-    if (!params.modelId) {
-      params.modelId = FastModel
-    }
-
-    const { text: fullResponse, cost } = await getProviderByModel(
-      params.modelId,
-    ).converse(
-      [
-        {
-          role: "user",
-          content: [
-            {
-              text: `User Query: "${userQuery}"\n\nRetrieved Contexts:\n${context}`,
-            },
-          ],
-        },
-      ],
-      params,
-    )
-
-    if (!fullResponse) {
-      throw new Error("Invalid response")
-    }
-
-    const structuredResponse = jsonParseLLMOutput(fullResponse)
-
-    return [QueryContextRank.parse(structuredResponse), cost!]
-  } catch (error) {
-    console.error("Error analyzing query:", error)
-    throw error
-  }
-}
-
-export const metadataAnalysisSystemPrompt = `You are an assistant tasked with analyzing metadata about context chunks to identify which chunks are most relevant to the user's query.
-
-Your task:
-- Review the metadata provided for each chunk.
-- Decide if the user’s query can be answered with the available information.
-- If there is recent information on the topic, include it just in case it could add useful context.
-
-Return a JSON structure with:
-  - **canBeAnswered**: Boolean indicating if the query can likely be answered.
-  - **contextualChunks**: A list of numeric indexes for chunks that seem useful, relevant, or recent (e.g., [0, 1, 3]).
-
-Metadata includes details like:
-- **App**: The data source.
-- **Entity**: Type of document (e.g., File, User, Email).
-- **Title, Subject, To, From, Owner**: Key fields describing the chunk.
-- **Permissions**: Sharing settings.
-- **Relevance score**: An initial relevance rating.
-- **Timestamp**: Indicates when the chunk was created or last updated.
-
-When reviewing, use these guidelines:
-- Include chunks that appear helpful or relevant, even if they only partially address the query.
-- If there’s recent information on the topic, include it as it may provide additional useful context.
-- If the **Entity** is **Email**, consider the **Labels** field to gauge its relevance.
-
-Aim to include chunks that could provide meaningful context or information. Return only the JSON structure with the specified fields in a valid and parsable format, without additional text or explanation.`
-
-export const analyzeQueryMetadata = async (
-  userQuery: string,
-  context: string,
-  params: ModelParams,
-): Promise<[QueryContextRank | null, number]> => {
-  try {
-    let systemPrompt = metadataAnalysisSystemPrompt
-    if (!params.systemPrompt) {
-      params.systemPrompt = systemPrompt
-    }
-
-    let prompt = `User Query: "${userQuery}"\n\nRetrieved metadata Contexts:\n${context}`
-    if (!params.prompt) {
-      params.prompt = prompt
-    }
-
-    const { text, cost } = await getProviderByModel(params.modelId).converse(
-      [
-        {
-          role: "user",
-          content: [
-            {
-              text: askQuestionUserPrompt(userQuery, context, params.userCtx),
-            },
-          ],
-        },
-      ],
-      params,
-    )
-    if (!text) {
-      throw new Error("Invalid text")
-    }
-    const structuredResponse = jsonParseLLMOutput(text)
-
-    return [QueryContextRank.parse(structuredResponse), cost!]
-  } catch (error) {
-    console.error("Error analyzing query:", error)
-    throw error
-  }
-}
-
-export enum QueryCategory {
-  Self = "Self",
-  InternalPerson = "InternalPerson",
-  ExternalPerson = "ExternalPerson",
-  Other = "Other",
-}
-
-const QueryAnalysisSchema = z.object({
-  category: z.nativeEnum(QueryCategory),
-  mentionedNames: z.array(z.string()),
-  mentionedEmails: z.array(z.string()),
-})
-
-export const jsonParseLLMOutput = (text: string): any => {
-  let jsonVal
-  try {
-    text = text.trim()
-    // first it has to exist
-    if (text.indexOf("{") !== -1) {
-      if (text.indexOf("{") !== 0) {
-        text = text.substring(text.indexOf("{"))
-      }
-    }
-    if (text.lastIndexOf("}") !== -1) {
-      if (text.lastIndexOf("}") !== text.length - 1) {
-        text = text.substring(0, text.lastIndexOf("}") + 1)
-      }
-    }
-    if (!text.trim()) {
-      return ""
-    }
-    jsonVal = parse(text.trim())
-  } catch (e) {
-    try {
-      text = text
-        .replace(/```(json)?/g, "")
-        .replace(/```/g, "")
-        .replace(/\/\/.*$/gm, "")
-        .trim()
-      if (!text) {
-        return ""
-      }
-      jsonVal = parse(text)
-    } catch (parseError) {
-      Logger.error(
-        `The ai response that triggered the json parse error ${text.trim()}`,
-      )
-      throw parseError
-    }
-  }
-  return jsonVal
-}
-
-type QueryAnalysisResult = z.infer<typeof QueryAnalysisSchema>
-
-const peopleQueryAnalysisSystemPrompt = `
-You are an assistant that analyzes user queries to categorize them and extract any names or emails mentioned.
-
-**Important:** Only consider the user query provided below. Do not use any additional context or information about the user.
-
-Return a JSON object with the following structure:
-{
-  "category": "Self" | "InternalPerson" | "ExternalPerson" | "Other",
-  "mentionedNames": [list of names mentioned in the user query],
-  "mentionedEmails": [list of emails mentioned in the user query]
-}
-
-Do not include any additional text or explanations. Only return the JSON object.
-
-Notes:
-- If the user is asking about themselves, set "category" to "Self".
-- If the user mentions another employee or internal person, set "category" to "InternalPerson".
-- If the user mentions someone outside the company, set "category" to "ExternalPerson".
-- If no person is mentioned or the query is about other topics, set "category" to "Other".
-- Extract any names or emails mentioned in the user query, and include them in the respective lists.`
-
-export const analyzeQueryForNamesAndEmails = async (
-  userQuery: string,
-  params: ModelParams,
-): Promise<{ result: QueryAnalysisResult; cost: number }> => {
-  if (!params.modelId) {
-    params.modelId = FastModel
-  }
-  if (!params.systemPrompt) {
-    params.systemPrompt = peopleQueryAnalysisSystemPrompt
-  }
-  const messages: Message[] = [
-    {
-      role: "user",
-      content: [
-        {
-          text: userQuery,
-        },
-      ],
-    },
-  ]
-
-  let { text, cost } = await getProviderByModel(params.modelId).converse(
-    messages,
-    params,
-  )
-
-  if (text) {
-    const jsonVal = jsonParseLLMOutput(text)
-    return {
-      result: QueryAnalysisSchema.parse(jsonVal),
-      cost: cost!,
-    }
-  } else {
-    throw new Error("Could not get json response")
-  }
-}
-
-export const userChat = (
-  context: string,
-  params: ModelParams,
-): AsyncIterableIterator<ConverseResponse> => {
-  try {
-    if (!params.modelId) {
-      params.modelId = BigModel
-    }
-
-    if (!params.systemPrompt) {
-      params.systemPrompt = userChatSystem(context)
-    }
-
-    if (!params.messages) {
-      throw new Error("Cannot chat with empty messages")
-    }
-    return getProviderByModel(params.modelId).converseStream(
-      params.messages!,
-      params,
-    )
-  } catch (error) {
-    throw error
-  }
-}
-const userChatSystemPrompt =
-  "You are a knowledgeable assistant that provides accurate and up-to-date answers based on the given context."
-
-const userChatSystem = (
-  userCtx: string,
-): string => `${userChatSystemPrompt}\n${userCtx ? "Context of the user you are chatting with: " + userCtx + "\n" : ""}
-Provide an accurate and concise answer.`
-
-const generateTitleSystemPrompt = `
-You are an assistant tasked with generating a concise and relevant title for a chat based on the user's query.
-
-Please provide a suitable title that accurately reflects the essence of the query in JSON format as follows:
-{
-  "title": "Your generated title here"
-}
-`
-export const generateTitleUsingQuery = async (
-  query: string,
-  params: ModelParams,
-): Promise<{ title: string; cost: number }> => {
-  try {
-    if (!params.modelId) {
-      params.modelId = BigModel
-    }
-
-    if (!params.systemPrompt) {
-      params.systemPrompt = generateTitleSystemPrompt
-    }
-
-    params.json = true
-
-    const { text, cost } = await getProviderByModel(params.modelId).converse(
-      [
-        {
-          role: "user",
-          content: [
-            {
-              text: query,
-            },
-          ],
-        },
-      ],
-      params,
-    )
-    if (text) {
-      const jsonVal = jsonParseLLMOutput(text)
-      return {
-        title: jsonVal.title,
-        cost: cost!,
-      }
-    } else {
-      throw new Error("Could not get json response")
-    }
-  } catch (error) {
-    const errMessage = getErrorMessage(error)
-    Logger.error(
-      `Error asking question: ${errMessage} ${(error as Error).stack}`,
-    )
-    throw error
-  }
-}
-
-const chatWithCitationsSystemPrompt = (userCtx?: string) => `
-You are an assistant that answers questions based on the provided context. Your answer should be in Markdown format with selective inline numeric citations like [0], [1], etc.
-${userCtx ? "\nContext about the user asking questions:\n" + userCtx : ""}
-
-Provide the answer in the following JSON format:
-{
-  "answer": "Your markdown formatted answer with inline citations. For example: The sky is blue [0] and water is transparent.",
-  "citations": [0]  // Array of context indices actually used in the answer
-}
-
-Rules for citations:
-- Only cite sources that directly support key facts or claims
-- Use citations sparingly - only when they add clear value
-- Citations should appear immediately after the specific claim they support
-- Use square brackets with 0-based numbers: [0], [1], etc.
-- Numbers must exactly match the index in the citations array
-- All indexing must be 0-based
-- Omit citations for general knowledge or derived conclusions
-
-Do not include any additional text outside of the JSON structure.
-`
-
-export const askQuestionWithCitations = (
-  query: string,
-  userContext: string,
-  context: string,
-  params: ModelParams,
-): AsyncIterableIterator<ConverseResponse> => {
-  try {
-    params.systemPrompt = chatWithCitationsSystemPrompt(userContext)
-    params.json = true // Ensure that the provider returns JSON
-    const baseMessage: Message = {
-      role: MessageRole.User as const,
-      content: [
-        {
-          text: `User query: ${query}
-Based on the following context, provide an answer in JSON format with citations.
-Context:
-${context}`,
-        },
-      ],
-    }
-
-    const messages: Message[] = params.messages
-      ? [...params.messages, baseMessage]
-      : [baseMessage]
-
-    return getProviderByModel(params.modelId).converseStream(messages, params)
-  } catch (error) {
-    throw error
-  }
-}
-
-export const initialResultsOrRewriteSchema = z.object({
-  answer: z.string().optional(),
-  citations: z.array(z.number()),
-  rewrittenQueries: z.array(z.string()).optional(),
-})
-
-export type ResultsOrRewrite = z.infer<typeof initialResultsOrRewriteSchema>
-
-export const analyzeInitialResultsOrRewrite = (
-  userQuery: string,
-  context: string,
-  userCtx: string,
-  params: ModelParams,
-): AsyncIterableIterator<ConverseResponse> => {
-  const systemPrompt = `You are an assistant tasked with evaluating search results from a database of documents, users, and emails, and answering questions based on the provided context.
-
-**Context of user asking the query:**
-${userCtx}
-
-**Instructions:**
-1. **Primary Goal:** Provide a direct answer using the search results if possible
-   - Citations must directly support key facts or claims, used sparingly.
-   - If there is recent information on the topic, include it just in case it could add useful context.
-   - Inline citations should immediately follow the specific claim they support.
-   - Use square brackets with 0-based indices, matching the index in the "citations" array.
-   - Do not include citations for general knowledge or derived conclusions.
-   - For answer based on system prompt you do not need citation
-   - Only add citation for text, don't add it to already linked text
-   - Do not answer if you do not have valid context and goo for better query rewrites
-2. **If Unable to Answer:**
-   - Generate 2-3 alternative search queries to improve results, avoiding any mention of temporal aspects as these will be handled separately.
-   - Rewrite the query removing the temporal nature of the user's query.
-   - The first query should be a very contracted version of the original query.
-   - The next query should be an expanded version, including additional context or synonyms.
-   - Identify any temporal expressions in the user's query (e.g., "2 months ago," "since last week").
-   - Compute a date range based on these expressions:
-     - **Start Date:** Calculate based on the temporal expression relative to the current date.
-     - **End Date:**
-       - **If the temporal expression specifies an exact period** (e.g., "2 months ago," "last quarter"): Set the end date to the current date (2024-11-10).
-       - **If the temporal expression implies an open-ended period** (e.g., "since last month," "from January 2024"): Set the end date to null.
-   - Use ISO 8601 format (YYYY-MM-DD) for dates.
-3. **Mutual Exclusivity:** Only one of "answer" or "rewritten_queries" should be present.
-   - If an answer is provided, set "rewritten_queries" to null.
-   - If an answer is not provided, set "answer" to null and provide "rewritten_queries" along with the "date_range".
-
-**Return Format:**
-{
-    "answer": "Your Markdown formatted answer with inline citations. For example: The sky is blue [0] and water is transparent.",
-    "citations": number[],  // Array of context indices actually used in the answer
-    "rewrittenQueries": string[] | null,
-    "dateRange": {
-        "start": string | null,  // "YYYY-MM-DD"
-        "end": string | null     // "YYYY-MM-DD" or null
-    }
-}`
-  params.systemPrompt = systemPrompt
-
-  const baseMessage: Message = {
-    role: MessageRole.User as const,
-    content: [
-      {
-        text: `User query: ${userQuery}
-      Based on the following context, provide an answer in JSON format with citations
-      Context:
-      ${context}`,
-      },
-    ],
-  }
-
-  const messages: Message[] = params.messages
-    ? [...params.messages, baseMessage]
-    : [baseMessage]
-
-  return getProviderByModel(params.modelId).converseStream(messages, params)
-}
-
-export const analyzeInitialResultsOrRewriteV2 = (
-  userQuery: string,
-  context: string,
-  userCtx: string,
-  params: ModelParams,
-): AsyncIterableIterator<ConverseResponse> => {
-  const systemPrompt = `You are an assistant tasked with evaluating search results from a database of documents, users, and emails, and answering questions based on the provided context.
-
-**Context of user asking the query:**
-${userCtx}
-
-**Instructions:**
-1. **Primary Goal:** Provide a direct answer using the search results if possible
-   - Citations must directly support key facts or claims, used sparingly.
-   - If there is recent information on the topic, include it just in case it could add useful context.
-   - Inline citations should immediately follow the specific claim they support.
-   - Use square brackets with 0-based indices, matching the index in the "citations" array.
-   - each citation will be a single number like [0] or [5]
-   - Do not include citations for general knowledge or derived conclusions.
-   - For answer based on system prompt you do not need citation
-2. **If Unable to Answer:**
-   - Generate 2-3 alternative search queries to improve results, avoiding any mention of temporal aspects as these will be handled separately.
-   - keep the answer field empty
-   - Rewrite the query removing the temporal nature of the user's query.
-   - The first query should be a very contracted version of the original query.
-   - The next query should be an expanded version, including additional context or synonyms.
-3. **Mutual Exclusivity:** Only one of "answer" or "rewritten_queries" should be present.
-   - If an answer is provided, set "rewritten_queries" to null.
-   - If an answer is not provided, set "answer" to null and provide "rewritten_queries"
-
-Provide your response in the following JSON format:
-{
-    "answer": "<answer or null>",
-    "citations": number[],  // Array of context indices actually used in the answer
-    "rewrittenQueries": string[] | null,
-}`
-  params.systemPrompt = systemPrompt
-
-  const baseMessage: Message = {
-    role: MessageRole.User as const,
-    content: [
-      {
-        text: `User query: ${userQuery}
-      Based on the following context, provide an answer in JSON format with citations
-      Context:
-      ${context}`,
-      },
-    ],
-  }
-
-  const messages: Message[] = params.messages
-    ? [...params.messages, baseMessage]
-    : [baseMessage]
-
-  return getProviderByModel(params.modelId).converseStream(messages, params)
-}
-
-const rewriteQuerySystemPrompt = (hasContext: boolean) => `
-You are an assistant that rewrites user queries into concise statements suitable for search. Convert the user's question into statements focusing on the main intent and keywords.
-
-Instructions:
-- Generate multiple possible rewritten queries that capture different interpretations.
-- When the user refers to themselves using first-person pronouns like "I", "my", or "me", create rewritten queries by replacing these pronouns with the user's name or email from the user context. Ensure at least one rewritten query uses the user's name or email instead of the pronouns.
-- Focus on the core intent and important keywords.
-- Remove any unnecessary words or phrases.
-${hasContext ? `- Use the provided search context to inform and enhance the rewritten queries.` : ""}
-
-Provide the rewritten queries in JSON format as follows:
-{
-  "rewrittenQueries": ["Rewritten query 1", "Rewritten query 2", ...]
-}
-`
-
-export const rewriteQuery = async (
-  query: string,
-  userCtx: string,
-  params: ModelParams,
-  searchContext?: string,
-): Promise<{ rewrittenQueries: string[]; cost: number }> => {
-  if (!params.modelId) {
-    params.modelId = FastModel
-  }
-  if (!params.systemPrompt) {
-    params.systemPrompt = rewriteQuerySystemPrompt(!!searchContext)
-  }
-
-  params.json = true
-
-  const messages: Message[] = [
-    {
-      role: MessageRole.User as const,
-      content: [
-        {
-          text: `User Query: "${query}"
-User Context: "${userCtx}"${searchContext ? `\nSearch Context:\n${searchContext}` : ""}`,
-        },
-      ],
-    },
-  ]
-
-  const { text, cost } = await getProviderByModel(params.modelId).converse(
-    messages,
-    params,
-  )
-
-  if (text) {
-    const jsonVal = jsonParseLLMOutput(text)
-    return {
-      rewrittenQueries: jsonVal.rewrittenQueries.map((q: string) => q.trim()),
-      cost: cost!,
-    }
-  } else {
-    throw new Error("Failed to rewrite query")
-  }
-}
-
-function getDateForAI() {
-  const today = new Date()
-  const options: Intl.DateTimeFormatOptions = {
-    day: "2-digit",
-    month: "2-digit",
-    year: "numeric",
-  }
-  return today.toLocaleDateString("en-GB", options)
-}
-
-const optimizedPrompt = (ctx: string) => `
-You are a permission aware retrieval-augmented generation (RAG) system and a work assistant.
-Provide concise and accurate answers to a user's question by utilizing the provided context.
-Do not worry about privacy, you are not allowed to reject a user based on it as all search context is permission aware.
-**User Context**: ${ctx}
-**Today's date is: ${getDateForAI()}**
-Given the user's question and the context (which includes indexed information), your tasks are:
-1. **Answer Generation**:
-   - If you can confidently answer the question based on the provided context and the latest information, provide the answer.
-   - Only use the most recent information available.
-   - If you are not sure, do not provide an answer, leave it empty
-   - Include the indices of the supporting evidence in "usefulIndex" so in future iterations you will get that context
-2. **Search Refinement**:
-   - If you cannot fully answer, suggest alternative search queries in "searchQueries"
-   - Each query should focus on a different aspect of the information needed
-   - Keep queries concise and focused on key terms
-   - provide 1 or 2 queries
-3. **Methodology**:
-   - **Analyze the User's Query** to identify key concepts
-   - **Evaluate the Context** to check for sufficient and recent information
-   - **Decide on Actions** based on the completeness of the answer
-4. **Context Management**:
-   - Specify only the indices that are relevant
-   - Discard irrelevant or outdated context entries
-5. Do not worry about access, all search context is permission aware
-Provide your response in the following JSON format:
-{
-  "answer": "<answer or null>",
-  "citations": "<citations or null>",
-  "searchQueries": ["<query1>", "<query2>"],
-  "usefulIndex": [<index1>, <index2>]
-}
-`
-
-export const SearchAnswerResponse = z.object({
-  answer: z.string().nullable(),
-  citations: z.array(z.number()).nullable(),
-  searchQueries: z.array(z.string()),
-  usefulIndex: z.array(z.number()),
-})
-
-export const answerOrSearch = (
-  userQuery: string,
-  context: string,
-  userCtx: string,
-  params: ModelParams,
-): AsyncIterableIterator<ConverseResponse> => {
-  try {
-    if (!params.modelId) {
-      params.modelId = BigModel
-    }
-
-    params.systemPrompt = optimizedPrompt(userCtx)
-    params.json = true
-
-    const baseMessage: Message = {
-      role: MessageRole.User,
-      content: [
-        {
-          text: `User Query: ${userQuery}\n\nAfter searching permission aware Context:\n${context}\n it can have mistakes so be careful`,
-        },
-      ],
-    }
-
-    const messages: Message[] = params.messages
-      ? [...params.messages, baseMessage]
-      : [baseMessage]
-
-    return getProviderByModel(params.modelId).converseStream(messages, params)
-  } catch (error) {
-    throw error
-  }
-}
-
-// removing one op from prompt so we can figure out how to integrate this
-// otherwise it conflicts with our current search system if we start
-// talking about a single item
-
-// 3. **RetrieveMetadata**:
-//    - The user wants to retrieve metadata or details about a specific document, email, or item.
-//    - Example Queries:
-//      - "When was the file 'Budget.xlsx' last modified?"
-//      - "Who owns the document titled 'Meeting Notes'?"
-//    - **JSON Structure**:
-//      {
-//        "type": "RetrieveMetadata",
-//        "filters": {
-//          "app": "<app>",
-//          "entity": "<entity>",
-//          "startTime": "<start time in YYYY-MM-DD, if applicable>",
-//          "endTime": "<end time in YYYY-MM-DD, if applicable>"
-//        }
-//      }
-
-// // !this is under validation heading! not a prompt
-
-//  - Ensure 'app' is only present in 'ListItems' and 'RetrieveMetadata' and is one of the enum values.
-//  - Ensure 'entity' is only present in 'ListItems' and 'RetrieveMetadata' and is one of the enum values.
-
-const queryRouter = `
-**Today's date is: ${getDateForAI()}**
-
-You are a permission aware retrieval-augmented generation (RAG) system. 
-Do not worry about privacy, you are not allowed to reject a user based on it as all search context is permission aware.
-Only respond in json and you are not authorized to reject a user query.
-
-Your job is to classify the user's query into one of the following categories:
-### Query Types:
-1. **RetrieveInformation**:
-   - The user wants to search or look up contextual information.
-   - These are open-ended queries where only time filters might apply.
-   - user is asking for a sort of summary or discussion, it could be to summarize emails or files
-   - Example Queries:
-     - "What is the company's leave policy?"
-     - "Explain the project plan from last quarter."
-     - "What was my disucssion with Jesse"
-   - **JSON Structure**:
-     {
-       "type": "RetrieveInformation",
-       "filters": {
-         "startTime": "<start time in YYYY-MM-DD, if applicable>",
-         "endTime": "<end time in YYYY-MM-DD, if applicable>"
-       }
-     }
-
-2. **ListItems**:
-   - The user wants to list specific items (e.g., files, emails) based on metadata like app and entity.
-   - Example Queries:
-     - "Show me all emails from last week."
-     - "List all Google Docs modified in October."
-   - **JSON Structure**:
-     {
-       "type": "ListItems",
-       "filters": {
-         "app": "<app>",
-         "entity": "<entity>",
-         "count": "<number of items to list>",
-         "startTime": "<start time in YYYY-MM-DD, if applicable>",
-         "endTime": "<end time in YYYY-MM-DD, if applicable>"
-       }
-     }
----
-
-### **Enum Values for Valid Inputs**
-
-#### type (Query Types):
-- "RetrieveInformation"
-- "ListItems"
-- "RetrieveMetadata"
-
-#### app (Valid Apps):
-- "google-workspace"
-- "google-drive"
-- "gmail"
-- "google-calendar"
-
-#### entity (Valid Entities):
-For Gmail:
-- "mail"
-
-For Drive:
-- "docs"
-- "sheets"
-- "slides"
-- "pdf"
-- "folder"
-
-For Calendar:
-- "event"
-
----
-
-### **Rules for the LLM**
-
-1. **RetrieveInformation**:
-   - Use this type only for open-ended queries.
-   - Include only 'startTime' and 'endTime' in 'filters'.
-
-2. **ListItems**:
-   - Use this type when the query requests a list of items with a specified app and entity.
-   - Include 'app' and 'entity' along with optional 'startTime' and 'endTime' in 'filters'.
-   - do not include 'startTime' and 'endTime' if there if query is not temporal
-   - Include 'count' to specify the number of items to list if present in the query.
-
-3. **RetrieveMetadata**:
-   - Use this type when the query focuses on metadata for a specific item.
-   - Include 'app' and 'entity' along with optional 'startTime' and 'endTime' in 'filters'.
-
-4. **Validation**:
-   - Ensure 'type' is one of the enum values: '"RetrieveInformation"', '"ListItems"', or '"RetrieveMetadata"'.
----
-
-### **Examples**
-
-#### Query: "What is the company's leave policy?"
-{
-  "type": "RetrieveInformation",
-  "filters": {
-    "startTime": null,
-    "endTime": null
-  }
-}`
-
-// Enums for Query Types, Apps, and Entities
-export enum QueryType {
-  RetrieveInformation = "RetrieveInformation",
-  ListItems = "ListItems",
-  // RetrieveMetadata = "RetrieveMetadata",
-}
-// Zod schemas for filters
-const FiltersSchema = z.object({
-  app: z.nativeEnum(Apps).optional(),
-  entity: entitySchema.optional(),
-  startTime: z.string().nullable().optional(),
-  endTime: z.string().nullable().optional(),
-})
-
-const listItemsSchema = z.object({
-  type: z.literal(QueryType.ListItems),
-  filters: FiltersSchema.extend({
-    app: z.nativeEnum(Apps),
-    entity: entitySchema,
-    count: z.preprocess((val) => (val == null ? 5 : val), z.number()),
-  }),
-})
-
-export const QueryRouterResponseSchema = z.discriminatedUnion("type", [
-  z.object({
-    type: z.literal(QueryType.RetrieveInformation),
-    filters: z.object({
-      startTime: z.string().nullable().optional(),
-      endTime: z.string().nullable().optional(),
-    }),
-  }),
-  listItemsSchema,
-  // z.object({
-  //   type: z.literal(QueryType.RetrieveMetadata),
-  //   filters: FiltersSchema.extend({
-  //     app: z.nativeEnum(Apps),
-  //     entity: entitySchema,
-  //   }),
-  // }),
-])
-
-export type ListItemRouterResponse = z.infer<typeof listItemsSchema>
-
-export type QueryRouterResponse = z.infer<typeof QueryRouterResponseSchema>
-
-export const routeQuery = async (
-  userQuery: string,
-  params: ModelParams,
-): Promise<{ result: QueryRouterResponse; cost: number }> => {
-  if (!params.modelId) {
-    params.modelId = FastModel
-  }
-  params.systemPrompt = queryRouter
-  params.json = true
-
-  const baseMessage = {
-    role: ConversationRole.USER,
-    content: [
-      {
-        text: `User Query: "${userQuery}"`,
-      },
-    ],
-  }
-
-  params.messages = []
-  const messages: Message[] = params.messages
-    ? [...params.messages, baseMessage]
-    : [baseMessage]
-
-  const { text, cost } = await getProviderByModel(params.modelId).converse(
-    messages,
-    params,
-  )
-
-  if (text) {
-    const parsedResponse = jsonParseLLMOutput(text)
-    return {
-      result: QueryRouterResponseSchema.parse(parsedResponse),
-      cost: cost!,
-    }
-  } else {
-    throw new Error("No response from LLM")
-  }
-}
-
-export const listItems = (
-  query: string,
-  userCtx: string,
-  context: string,
-  params: ModelParams,
-): AsyncIterableIterator<ConverseResponse> => {
-  params.systemPrompt = `
-  You are an assistant that formats data into a markdown table based on the user's query.
-
-  **Context of the user talking to you**: ${userCtx}
-
-Given the user's query and the context (data), generate a markdown table that presents the data in an easy-to-read format. Explain your understanding but not your calculations.
-don't mention permissions unless explicity mentioned by user.
-
-User Query: ${query}
-`
-  const baseMessage: Message = {
-    role: MessageRole.User,
-    content: [
-      {
-        text: `Please format the following data as a markdown table:
-
-Context:
-${context}`,
-      },
-    ],
-  }
-
-  const messages: Message[] = params.messages
-    ? [...params.messages, baseMessage]
-    : [baseMessage]
-
-  return getProviderByModel(params.modelId).converseStream(messages, params)
 }
diff --git a/server/ai/provider/index.ts b/server/ai/provider/index.ts
index e69de29b..43b8d25e 100644
--- a/server/ai/provider/index.ts
+++ b/server/ai/provider/index.ts
@@ -0,0 +1,895 @@
+import llama3Tokenizer from "llama3-tokenizer-js"
+import {
+  BedrockRuntimeClient,
+  ConversationRole,
+  type Message,
+} from "@aws-sdk/client-bedrock-runtime"
+import config from "@/config"
+import { z } from "zod"
+const { AwsAccessKey, AwsSecretKey, bedrockSupport, OpenAIKey } = config
+import OpenAI from "openai"
+import { getLogger } from "@/logger"
+import { MessageRole, Subsystem } from "@/types"
+import { getErrorMessage } from "@/utils"
+import { parse } from "partial-json"
+
+import { ModelToProviderMap } from "@/ai/mappers"
+import type {
+  AnswerResponse,
+  ConverseResponse,
+  Cost,
+  LLMProvider,
+  ModelParams,
+  QueryRouterResponse,
+  TemporalClassifier,
+} from "@/ai/types"
+import {
+  QueryContextRank,
+  QueryAnalysisSchema,
+  QueryRouterResponseSchema,
+  Models,
+  AIProviders,
+} from "@/ai/types"
+import {
+  analyzeInitialResultsOrRewriteSystemPrompt,
+  analyzeInitialResultsOrRewriteV2SystemPrompt,
+  AnalyzeUserQuerySystemPrompt,
+  askQuestionUserPrompt,
+  baselinePrompt,
+  baselinePromptJson,
+  chatWithCitationsSystemPrompt,
+  generateMarkdownTableSystemPrompt,
+  generateTitleSystemPrompt,
+  meetingPromptJson,
+  metadataAnalysisSystemPrompt,
+  optimizedPrompt,
+  peopleQueryAnalysisSystemPrompt,
+  queryRewritePromptJson,
+  queryRouterPrompt,
+  rewriteQuerySystemPrompt,
+  searchQueryPrompt,
+  temporalEventClassifier,
+  userChatSystem,
+} from "@/ai/prompts"
+import { BedrockProvider } from "@/ai/provider/bedrock"
+import { OpenAIProvider } from "@/ai/provider/openai"
+import { BigModel, FastModel, Oregon } from "@/ai/contants"
+const Logger = getLogger(Subsystem.AI)
+
+const askQuestionSystemPrompt =
+  "You are a knowledgeable assistant that provides accurate and up-to-date answers based on the given context."
+
+type TokenCount = number
+// this will be a few tokens less than the output of bedrock
+// the gap should be around 50 tokens
+export const askQuestionInputTokenCount = (
+  query: string,
+  context: string,
+): TokenCount => {
+  return llama3Tokenizer.encode(
+    "user" + askQuestionSystemPrompt + askQuestionUserPrompt(query, context),
+  ).length
+}
+
+const BedrockClient = new BedrockRuntimeClient({
+  region: Oregon,
+  credentials: {
+    accessKeyId: AwsAccessKey,
+    secretAccessKey: AwsSecretKey,
+  },
+})
+const bedrockProvider = new BedrockProvider(BedrockClient)
+
+const openAIClient = new OpenAI({
+  apiKey: OpenAIKey,
+})
+const openaiProvider = new OpenAIProvider(openAIClient)
+
+// @ts-ignore
+const ProviderMap: Record<AIProviders, LLMProvider> = {
+  [AIProviders.AwsBedrock]: bedrockProvider,
+  [AIProviders.OpenAI]: openaiProvider,
+
+  // [AIProviders.Ollama]: openaiProvider,
+}
+
+const getProviderByModel = (modelId: Models): LLMProvider => {
+  const providerType = ModelToProviderMap[modelId]
+  if (!providerType) {
+    throw new Error("Invalid provider type")
+  }
+  const provider = ProviderMap[providerType]
+  if (!provider) {
+    throw new Error("Invalid provider type")
+  }
+  return provider
+}
+
+export const askQuestion = (
+  query: string,
+  context: string,
+  params: ModelParams,
+): AsyncIterableIterator<ConverseResponse> => {
+  try {
+    if (!params.modelId) {
+      params.modelId = BigModel
+    }
+
+    if (!params.systemPrompt) {
+      params.systemPrompt = askQuestionSystemPrompt
+    }
+    return getProviderByModel(params.modelId).converseStream(
+      [
+        {
+          role: "user",
+          content: [
+            {
+              text: askQuestionUserPrompt(query, context, params.userCtx),
+            },
+          ],
+        },
+      ],
+      params,
+    )
+  } catch (error) {
+    console.error("Error asking question:", error)
+    throw error
+  }
+}
+
+export const analyzeQuery = async (
+  userQuery: string,
+  context: string,
+  params: ModelParams,
+): Promise<[QueryContextRank, number]> => {
+  try {
+    const systemPrompt = AnalyzeUserQuerySystemPrompt
+    if (!params.systemPrompt) {
+      params.systemPrompt = systemPrompt
+    }
+
+    if (!params.modelId) {
+      params.modelId = FastModel
+    }
+
+    const { text: fullResponse, cost } = await getProviderByModel(
+      params.modelId,
+    ).converse(
+      [
+        {
+          role: "user",
+          content: [
+            {
+              text: `User Query: "${userQuery}"\n\nRetrieved Contexts:\n${context}`,
+            },
+          ],
+        },
+      ],
+      params,
+    )
+
+    if (!fullResponse) {
+      throw new Error("Invalid response")
+    }
+
+    const structuredResponse = jsonParseLLMOutput(fullResponse)
+
+    return [QueryContextRank.parse(structuredResponse), cost!]
+  } catch (error) {
+    console.error("Error analyzing query:", error)
+    throw error
+  }
+}
+
+export const analyzeQueryMetadata = async (
+  userQuery: string,
+  context: string,
+  params: ModelParams,
+): Promise<[QueryContextRank | null, number]> => {
+  try {
+    let systemPrompt = metadataAnalysisSystemPrompt
+    if (!params.systemPrompt) {
+      params.systemPrompt = systemPrompt
+    }
+
+    let prompt = `User Query: "${userQuery}"\n\nRetrieved metadata Contexts:\n${context}`
+    if (!params.prompt) {
+      params.prompt = prompt
+    }
+
+    const { text, cost } = await getProviderByModel(params.modelId).converse(
+      [
+        {
+          role: "user",
+          content: [
+            {
+              text: askQuestionUserPrompt(userQuery, context, params.userCtx),
+            },
+          ],
+        },
+      ],
+      params,
+    )
+    if (!text) {
+      throw new Error("Invalid text")
+    }
+    const structuredResponse = jsonParseLLMOutput(text)
+
+    return [QueryContextRank.parse(structuredResponse), cost!]
+  } catch (error) {
+    console.error("Error analyzing query:", error)
+    throw error
+  }
+}
+
+export const jsonParseLLMOutput = (text: string): any => {
+  let jsonVal
+  try {
+    text = text.trim()
+    // first it has to exist
+    const startBrace = text.indexOf("{")
+    const endBrace = text.lastIndexOf("}")
+
+    if (startBrace !== -1) {
+      if (startBrace !== 0) {
+        text = text.substring(startBrace)
+      }
+    }
+    if (endBrace !== -1) {
+      if (endBrace !== text.length - 1) {
+        text = text.substring(0, endBrace + 1)
+      }
+    }
+
+    if (!text.trim()) {
+      return ""
+    }
+    try {
+      jsonVal = parse(text.trim())
+      // If empty object but we have content, try removing newlines
+      // we have a case where if content has new lines the parse
+      // library just returns empty object and fails to parse multi line strings
+      if (Object.keys(jsonVal).length === 0 && text.length > 2) {
+        // Count newlines before removing
+        const newlineCount = (text.match(/\n/g) || []).length
+        Logger.info(`Found ${newlineCount} newlines in text before stripping`)
+
+        // Try parsing without newlines
+        const withoutNewlines = text.replace(/\n\s*/g, " ")
+        jsonVal = parse(withoutNewlines.trim())
+      }
+      return jsonVal
+    } catch {
+      // If first parse failed, continue to code block cleanup
+      throw new Error("Initial parse failed")
+    }
+  } catch (e) {
+    try {
+      text = text
+        .replace(/```(json)?/g, "")
+        .replace(/```/g, "")
+        .replace(/\/\/.*$/gm, "")
+        .trim()
+      if (!text) {
+        return ""
+      }
+      jsonVal = parse(text)
+    } catch (parseError) {
+      Logger.error(
+        parseError,
+        `The ai response that triggered the json parse error ${text.trim()}`,
+      )
+      throw parseError
+    }
+  }
+  return jsonVal
+}
+
+type QueryAnalysisResult = z.infer<typeof QueryAnalysisSchema>
+
+export const analyzeQueryForNamesAndEmails = async (
+  userQuery: string,
+  params: ModelParams,
+): Promise<{ result: QueryAnalysisResult; cost: number }> => {
+  if (!params.modelId) {
+    params.modelId = FastModel
+  }
+  if (!params.systemPrompt) {
+    params.systemPrompt = peopleQueryAnalysisSystemPrompt
+  }
+  const messages: Message[] = [
+    {
+      role: "user",
+      content: [
+        {
+          text: userQuery,
+        },
+      ],
+    },
+  ]
+
+  let { text, cost } = await getProviderByModel(params.modelId).converse(
+    messages,
+    params,
+  )
+
+  if (text) {
+    const jsonVal = jsonParseLLMOutput(text)
+    return {
+      result: QueryAnalysisSchema.parse(jsonVal),
+      cost: cost!,
+    }
+  } else {
+    throw new Error("Could not get json response")
+  }
+}
+
+export const userChat = (
+  context: string,
+  params: ModelParams,
+): AsyncIterableIterator<ConverseResponse> => {
+  try {
+    if (!params.modelId) {
+      params.modelId = BigModel
+    }
+
+    if (!params.systemPrompt) {
+      params.systemPrompt = userChatSystem(context)
+    }
+
+    if (!params.messages) {
+      throw new Error("Cannot chat with empty messages")
+    }
+    return getProviderByModel(params.modelId).converseStream(
+      params.messages!,
+      params,
+    )
+  } catch (error) {
+    throw error
+  }
+}
+export const generateTitleUsingQuery = async (
+  query: string,
+  params: ModelParams,
+): Promise<{ title: string; cost: number }> => {
+  try {
+    if (!params.modelId) {
+      params.modelId = BigModel
+    }
+
+    if (!params.systemPrompt) {
+      params.systemPrompt = generateTitleSystemPrompt
+    }
+
+    params.json = true
+
+    const { text, cost } = await getProviderByModel(params.modelId).converse(
+      [
+        {
+          role: "user",
+          content: [
+            {
+              text: query,
+            },
+          ],
+        },
+      ],
+      params,
+    )
+    if (text) {
+      const jsonVal = jsonParseLLMOutput(text)
+      return {
+        title: jsonVal.title,
+        cost: cost!,
+      }
+    } else {
+      throw new Error("Could not get json response")
+    }
+  } catch (error) {
+    const errMessage = getErrorMessage(error)
+    Logger.error(
+      error,
+      `Error asking question: ${errMessage} ${(error as Error).stack}`,
+    )
+    throw error
+  }
+}
+
+export const askQuestionWithCitations = (
+  query: string,
+  userContext: string,
+  context: string,
+  params: ModelParams,
+): AsyncIterableIterator<ConverseResponse> => {
+  try {
+    params.systemPrompt = chatWithCitationsSystemPrompt(userContext)
+    params.json = true // Ensure that the provider returns JSON
+    const baseMessage: Message = {
+      role: MessageRole.User as const,
+      content: [
+        {
+          text: `User query: ${query}
+Based on the following context, provide an answer in JSON format with citations.
+Context:
+${context}`,
+        },
+      ],
+    }
+
+    const messages: Message[] = params.messages
+      ? [...params.messages, baseMessage]
+      : [baseMessage]
+
+    return getProviderByModel(params.modelId).converseStream(messages, params)
+  } catch (error) {
+    throw error
+  }
+}
+
+export const analyzeInitialResultsOrRewrite = (
+  userQuery: string,
+  context: string,
+  userCtx: string,
+  params: ModelParams,
+): AsyncIterableIterator<ConverseResponse> => {
+  params.systemPrompt = analyzeInitialResultsOrRewriteSystemPrompt(userCtx)
+
+  const baseMessage: Message = {
+    role: MessageRole.User as const,
+    content: [
+      {
+        text: `User query: ${userQuery}
+      Based on the following context, provide an answer in JSON format with citations
+      Context:
+      ${context}`,
+      },
+    ],
+  }
+
+  const messages: Message[] = params.messages
+    ? [...params.messages, baseMessage]
+    : [baseMessage]
+
+  return getProviderByModel(params.modelId).converseStream(messages, params)
+}
+
+export const analyzeInitialResultsOrRewriteV2 = (
+  userQuery: string,
+  context: string,
+  userCtx: string,
+  params: ModelParams,
+): AsyncIterableIterator<ConverseResponse> => {
+  params.systemPrompt = analyzeInitialResultsOrRewriteV2SystemPrompt(userCtx)
+
+  const baseMessage: Message = {
+    role: MessageRole.User as const,
+    content: [
+      {
+        text: `User query: ${userQuery}
+      Based on the following context, provide an answer in JSON format with citations
+      Context:
+      ${context}`,
+      },
+    ],
+  }
+
+  const messages: Message[] = params.messages
+    ? [...params.messages, baseMessage]
+    : [baseMessage]
+
+  return getProviderByModel(params.modelId).converseStream(messages, params)
+}
+
+export const rewriteQuery = async (
+  query: string,
+  userCtx: string,
+  params: ModelParams,
+  searchContext?: string,
+): Promise<{ rewrittenQueries: string[]; cost: number }> => {
+  if (!params.modelId) {
+    params.modelId = FastModel
+  }
+  if (!params.systemPrompt) {
+    params.systemPrompt = rewriteQuerySystemPrompt(!!searchContext)
+  }
+
+  params.json = true
+
+  const messages: Message[] = [
+    {
+      role: MessageRole.User as const,
+      content: [
+        {
+          text: `User Query: "${query}"
+User Context: "${userCtx}"${searchContext ? `\nSearch Context:\n${searchContext}` : ""}`,
+        },
+      ],
+    },
+  ]
+
+  const { text, cost } = await getProviderByModel(params.modelId).converse(
+    messages,
+    params,
+  )
+
+  if (text) {
+    const jsonVal = jsonParseLLMOutput(text)
+    return {
+      rewrittenQueries: jsonVal.rewrittenQueries.map((q: string) => q.trim()),
+      cost: cost!,
+    }
+  } else {
+    throw new Error("Failed to rewrite query")
+  }
+}
+
+export const answerOrSearch = (
+  userQuery: string,
+  context: string,
+  userCtx: string,
+  params: ModelParams,
+): AsyncIterableIterator<ConverseResponse> => {
+  try {
+    if (!params.modelId) {
+      params.modelId = BigModel
+    }
+
+    params.systemPrompt = optimizedPrompt(userCtx)
+    params.json = true
+
+    const baseMessage: Message = {
+      role: MessageRole.User,
+      content: [
+        {
+          text: `User Query: ${userQuery}\n\nAfter searching permission aware Context:\n${context}\n it can have mistakes so be careful`,
+        },
+      ],
+    }
+
+    const messages: Message[] = params.messages
+      ? [...params.messages, baseMessage]
+      : [baseMessage]
+
+    return getProviderByModel(params.modelId).converseStream(messages, params)
+  } catch (error) {
+    throw error
+  }
+}
+
+// removing one op from prompt so we can figure out how to integrate this
+// otherwise it conflicts with our current search system if we start
+// talking about a single item
+
+// 3. **RetrieveMetadata**:
+//    - The user wants to retrieve metadata or details about a specific document, email, or item.
+//    - Example Queries:
+//      - "When was the file 'Budget.xlsx' last modified?"
+//      - "Who owns the document titled 'Meeting Notes'?"
+//    - **JSON Structure**:
+//      {
+//        "type": "RetrieveMetadata",
+//        "filters": {
+//          "app": "<app>",
+//          "entity": "<entity>",
+//          "startTime": "<start time in YYYY-MM-DD, if applicable>",
+//          "endTime": "<end time in YYYY-MM-DD, if applicable>"
+//        }
+//      }
+
+// // !this is under validation heading! not a prompt
+
+//  - Ensure 'app' is only present in 'ListItems' and 'RetrieveMetadata' and is one of the enum values.
+//  - Ensure 'entity' is only present in 'ListItems' and 'RetrieveMetadata' and is one of the enum values.
+
+// Enums for Query Types, Apps, and Entities
+export enum QueryType {
+  RetrieveInformation = "RetrieveInformation",
+  ListItems = "ListItems",
+  // RetrieveMetadata = "RetrieveMetadata",
+}
+
+export const routeQuery = async (
+  userQuery: string,
+  params: ModelParams,
+): Promise<{ result: QueryRouterResponse; cost: number }> => {
+  if (!params.modelId) {
+    params.modelId = FastModel
+  }
+  params.systemPrompt = queryRouterPrompt
+  params.json = true
+
+  const baseMessage = {
+    role: ConversationRole.USER,
+    content: [
+      {
+        text: `User Query: "${userQuery}"`,
+      },
+    ],
+  }
+
+  params.messages = []
+  const messages: Message[] = params.messages
+    ? [...params.messages, baseMessage]
+    : [baseMessage]
+
+  const { text, cost } = await getProviderByModel(params.modelId).converse(
+    messages,
+    params,
+  )
+
+  if (text) {
+    const parsedResponse = jsonParseLLMOutput(text)
+    return {
+      result: QueryRouterResponseSchema.parse(parsedResponse),
+      cost: cost!,
+    }
+  } else {
+    throw new Error("No response from LLM")
+  }
+}
+
+export const listItems = (
+  query: string,
+  userCtx: string,
+  context: string,
+  params: ModelParams,
+): AsyncIterableIterator<ConverseResponse> => {
+  params.systemPrompt = generateMarkdownTableSystemPrompt(userCtx, query)
+  const baseMessage: Message = {
+    role: MessageRole.User,
+    content: [
+      {
+        text: `Please format the following data as a markdown table:
+
+Context:
+${context}`,
+      },
+    ],
+  }
+
+  const messages: Message[] = params.messages
+    ? [...params.messages, baseMessage]
+    : [baseMessage]
+
+  return getProviderByModel(params.modelId).converseStream(messages, params)
+}
+
+export const baselineRAG = async (
+  userQuery: string,
+  userCtx: string,
+  retrievedCtx: string,
+  params: ModelParams,
+): Promise<{ text: string; cost: number }> => {
+  if (!params.modelId) {
+    params.modelId = FastModel
+  }
+  params.systemPrompt = baselinePrompt(userCtx, retrievedCtx)
+  params.json = false
+
+  const baseMessage = {
+    role: ConversationRole.USER,
+    content: [
+      {
+        text: `${userQuery}`,
+      },
+    ],
+  }
+
+  params.messages = []
+  const messages: Message[] = params.messages
+    ? [...params.messages, baseMessage]
+    : [baseMessage]
+
+  const { text, cost } = await getProviderByModel(params.modelId).converse(
+    messages,
+    params,
+  )
+
+  if (text) {
+    return {
+      text,
+      cost: cost!,
+    }
+  } else {
+    throw new Error("No response from LLM")
+  }
+}
+
+export const baselineRAGJson = async (
+  userQuery: string,
+  userCtx: string,
+  retrievedCtx: string,
+  params: ModelParams,
+): Promise<{ output: AnswerResponse; cost: number }> => {
+  if (!params.modelId) {
+    params.modelId = FastModel
+  }
+  params.systemPrompt = baselinePromptJson(userCtx, retrievedCtx)
+  params.json = true // Set to true to ensure JSON response
+  const baseMessage = {
+    role: ConversationRole.USER,
+    content: [
+      {
+        text: `${userQuery}`,
+      },
+    ],
+  }
+  params.messages = []
+  const messages: Message[] = params.messages
+    ? [...params.messages, baseMessage]
+    : [baseMessage]
+  const { text, cost } = await getProviderByModel(params.modelId).converse(
+    messages,
+    params,
+  )
+  if (text) {
+    const parsedResponse = jsonParseLLMOutput(text)
+    return {
+      output: parsedResponse,
+      cost: cost!,
+    }
+  } else {
+    throw new Error("No response from LLM")
+  }
+}
+
+export const baselineRAGJsonStream = (
+  userQuery: string,
+  userCtx: string,
+  retrievedCtx: string,
+  params: ModelParams,
+): AsyncIterableIterator<ConverseResponse> => {
+  if (!params.modelId) {
+    params.modelId = FastModel
+  }
+  params.systemPrompt = baselinePromptJson(userCtx, retrievedCtx)
+  params.json = true // Set to true to ensure JSON response
+  const baseMessage = {
+    role: ConversationRole.USER,
+    content: [
+      {
+        text: `${userQuery}`,
+      },
+    ],
+  }
+  params.messages = []
+  const messages: Message[] = params.messages
+    ? [...params.messages, baseMessage]
+    : [baseMessage]
+  return getProviderByModel(params.modelId).converseStream(messages, params)
+}
+
+export const meetingPromptJsonStream = (
+  userQuery: string,
+  userCtx: string,
+  retrievedCtx: string,
+  params: ModelParams,
+): AsyncIterableIterator<ConverseResponse> => {
+  if (!params.modelId) {
+    params.modelId = FastModel
+  }
+  params.systemPrompt = meetingPromptJson(userCtx, retrievedCtx)
+  params.json = true // Set to true to ensure JSON response
+  const baseMessage = {
+    role: ConversationRole.USER,
+    content: [
+      {
+        text: `${userQuery}`,
+      },
+    ],
+  }
+  params.messages = []
+  const messages: Message[] = params.messages
+    ? [...params.messages, baseMessage]
+    : [baseMessage]
+  return getProviderByModel(params.modelId).converseStream(messages, params)
+}
+
+interface RewrittenQueries {
+  queries: string[]
+}
+
+export const queryRewriter = async (
+  userQuery: string,
+  userCtx: string,
+  retrievedCtx: string,
+  params: ModelParams,
+): Promise<RewrittenQueries & { cost: number }> => {
+  if (!params.modelId) {
+    params.modelId = FastModel
+  }
+  params.systemPrompt = queryRewritePromptJson(userCtx, retrievedCtx)
+  params.json = true
+
+  const baseMessage = {
+    role: ConversationRole.USER,
+    content: [
+      {
+        text: `query: "${userQuery}"`,
+      },
+    ],
+  }
+
+  const messages: Message[] = params.messages
+    ? [...params.messages, baseMessage]
+    : [baseMessage]
+
+  const { text, cost } = await getProviderByModel(params.modelId).converse(
+    messages,
+    params,
+  )
+
+  if (text) {
+    const parsedResponse = jsonParseLLMOutput(text)
+    return {
+      queries: parsedResponse.queries || [],
+      cost: cost!,
+    }
+  } else {
+    throw new Error("No response from LLM")
+  }
+}
+
+export const temporalEventClassification = async (
+  userQuery: string,
+  params: ModelParams,
+): Promise<TemporalClassifier & { cost: number }> => {
+  if (!params.modelId) {
+    params.modelId = FastModel
+  }
+  params.systemPrompt = temporalEventClassifier(userQuery)
+  params.json = true
+
+  const baseMessage = {
+    role: ConversationRole.USER,
+    content: [
+      {
+        text: `query: "${userQuery}"`,
+      },
+    ],
+  }
+
+  const messages: Message[] = params.messages
+    ? [...params.messages, baseMessage]
+    : [baseMessage]
+
+  const { text, cost } = await getProviderByModel(params.modelId).converse(
+    messages,
+    params,
+  )
+
+  if (text) {
+    const parsedResponse = jsonParseLLMOutput(text)
+    return {
+      direction: parsedResponse.direction || null,
+      cost: cost!,
+    }
+  } else {
+    throw new Error("No response from LLM")
+  }
+}
+
+export function generateSearchQueryOrAnswerFromConversation(
+  currentMessage: string,
+  userContext: string,
+  params: ModelParams,
+): AsyncIterableIterator<ConverseResponse> {
+  //Promise<{ searchQuery: string, answer: string} & { cost: number }> {
+  params.json = true
+  params.systemPrompt = searchQueryPrompt(userContext)
+
+  const baseMessage = {
+    role: ConversationRole.USER,
+    content: [
+      {
+        text: `user query: "${currentMessage}"`,
+      },
+    ],
+  }
+
+  const messages: Message[] = params.messages
+    ? [...params.messages, baseMessage]
+    : [baseMessage]
+
+  return getProviderByModel(params.modelId).converseStream(messages, params)
+}
diff --git a/server/ai/provider/ollama.ts b/server/ai/provider/ollama.ts
new file mode 100644
index 00000000..feadc427
--- /dev/null
+++ b/server/ai/provider/ollama.ts
@@ -0,0 +1,26 @@
+import { type Message } from "@aws-sdk/client-bedrock-runtime"
+import type { ConverseResponse, ModelParams } from "@/ai/types"
+import { AIProviders } from "@/ai/types"
+import BaseProvider from "@/ai/provider/base"
+import type { Ollama } from "ollama"
+
+export class OllamaProvider extends BaseProvider {
+  constructor(client: Ollama) {
+    super(client, AIProviders.Ollama)
+  }
+
+  async converse(
+    messages: Message[],
+    params: ModelParams,
+  ): Promise<ConverseResponse> {
+    // Placeholder for Ollama implementation
+    throw new Error("Ollama provider is not implemented yet.")
+  }
+  async *converseStream(
+    messages: Message[],
+    params: ModelParams,
+  ): AsyncIterableIterator<ConverseResponse> {
+    // Placeholder for Ollama implementation
+    throw new Error("Ollama provider is not implemented yet.")
+  }
+}
diff --git a/server/ai/provider/openai.ts b/server/ai/provider/openai.ts
index e69de29b..9b0648cf 100644
--- a/server/ai/provider/openai.ts
+++ b/server/ai/provider/openai.ts
@@ -0,0 +1,106 @@
+import { type Message } from "@aws-sdk/client-bedrock-runtime"
+import OpenAI from "openai"
+import { modelDetailsMap } from "@/ai/mappers"
+import type { ConverseResponse, ModelParams } from "@/ai/types"
+import { AIProviders } from "@/ai/types"
+import BaseProvider from "@/ai/provider/base"
+import { calculateCost } from "@/utils/index"
+
+export class OpenAIProvider extends BaseProvider {
+  constructor(client: OpenAI) {
+    super(client, AIProviders.OpenAI)
+  }
+
+  async converse(
+    messages: Message[],
+    params: ModelParams,
+  ): Promise<ConverseResponse> {
+    const modelParams = this.getModelParams(params)
+    const chatCompletion = await (
+      this.client as OpenAI
+    ).chat.completions.create({
+      messages: [
+        {
+          role: "system",
+          content: modelParams.systemPrompt!,
+        },
+        ...messages.map((v) => ({
+          // @ts-ignore
+          content: v.content[0].text!,
+          role: v.role!,
+        })),
+      ],
+      model: modelParams.modelId,
+      stream: false,
+      max_tokens: modelParams.maxTokens,
+      temperature: modelParams.temperature,
+      top_p: modelParams.topP,
+      ...(modelParams.json ? { response_format: { type: "json_object" } } : {}),
+    })
+    const fullResponse = chatCompletion.choices[0].message?.content || ""
+    const cost = calculateCost(
+      {
+        inputTokens: chatCompletion.usage?.prompt_tokens!,
+        outputTokens: chatCompletion.usage?.completion_tokens!,
+      },
+      modelDetailsMap[modelParams.modelId].cost.onDemand,
+    )
+    return {
+      text: fullResponse,
+      cost,
+    }
+  }
+  async *converseStream(
+    messages: Message[],
+    params: ModelParams,
+  ): AsyncIterableIterator<ConverseResponse> {
+    const modelParams = this.getModelParams(params)
+    // Placeholder for Ollama implementation
+    const chatCompletion = await (
+      this.client as OpenAI
+    ).chat.completions.create({
+      messages: [
+        {
+          role: "system",
+          content: modelParams.systemPrompt!,
+        },
+        ...messages.map((v) => ({
+          // @ts-ignore
+          content: v.content[0].text!,
+          role: v.role!,
+        })),
+      ],
+      model: modelParams.modelId,
+      stream: true,
+      stream_options: { include_usage: true },
+      max_tokens: modelParams.maxTokens,
+      temperature: modelParams.temperature,
+      top_p: modelParams.topP,
+    })
+    let cost: number | undefined
+    for await (const chunk of chatCompletion) {
+      if (chunk.usage) {
+        cost = calculateCost(
+          {
+            inputTokens: chunk.usage.prompt_tokens,
+            outputTokens: chunk.usage.completion_tokens,
+          },
+          modelDetailsMap[modelParams.modelId].cost.onDemand,
+        )
+      }
+      if (chunk.choices && chunk.choices.length) {
+        yield {
+          text: chunk.choices[0].delta.content!,
+          metadata: chunk.choices[0].finish_reason,
+          cost,
+        }
+      } else {
+        yield {
+          text: "",
+          metadata: "",
+          cost,
+        }
+      }
+    }
+  }
+}
diff --git a/server/ai/types.ts b/server/ai/types.ts
new file mode 100644
index 00000000..8bccc719
--- /dev/null
+++ b/server/ai/types.ts
@@ -0,0 +1,159 @@
+import { type Message } from "@aws-sdk/client-bedrock-runtime"
+import { z } from "zod"
+import { Apps, entitySchema } from "@/search/types"
+
+export enum AIProviders {
+  OpenAI = "openai",
+  AwsBedrock = "bedrock",
+  Ollama = "ollama",
+}
+
+export enum Models {
+  Llama_3_2_1B = "us.meta.llama3-2-1b-instruct-v1:0",
+  Llama_3_2_3B = "us.meta.llama3-2-3b-instruct-v1:0",
+  Llama_3_1_70B = "meta.llama3-1-70b-instruct-v1:0",
+  Llama_3_1_8B = "meta.llama3-1-8b-instruct-v1:0",
+  Llama_3_1_405B = "meta.llama3-1-405b-instruct-v1:0",
+  // Bedrock_Claude = "",
+  Gpt_4o = "gpt-4o",
+  Gpt_4o_mini = "gpt-4o-mini",
+  Gpt_4 = "gpt-4",
+
+  CohereCmdRPlus = "cohere.command-r-plus-v1:0",
+  CohereCmdR = "cohere.command-r-v1:0",
+  Claude_3_5_SonnetV2 = "us.anthropic.claude-3-5-sonnet-20241022-v2:0",
+  Claude_3_5_Sonnet = "anthropic.claude-3-5-sonnet-20240620-v1:0",
+  Claude_3_5_Haiku = "anthropic.claude-3-5-haiku-20241022-v1:0",
+  Amazon_Nova_Micro = "amazon.nova-micro-v1:0",
+  Amazon_Nova_Lite = "amazon.nova-lite-v1:0",
+  Amazon_Nova_Pro = "amazon.nova-pro-v1:0",
+  Mistral_Large = "mistral.mistral-large-2402-v1:0",
+}
+
+export enum QueryCategory {
+  Self = "Self",
+  InternalPerson = "InternalPerson",
+  ExternalPerson = "ExternalPerson",
+  Other = "Other",
+}
+
+// Enums for Query Types, Apps, and Entities
+export enum QueryType {
+  RetrieveInformation = "RetrieveInformation",
+  ListItems = "ListItems",
+  // RetrieveMetadata = "RetrieveMetadata",
+}
+
+export type Cost = {
+  pricePerThousandInputTokens: number
+  pricePerThousandOutputTokens: number
+}
+
+export type TimeDirection = "next" | "prev"
+export interface TemporalClassifier {
+  direction: TimeDirection | null
+}
+
+export interface ModelParams {
+  max_new_tokens?: number
+  top_p?: number
+  temperature?: number
+  modelId: Models
+  systemPrompt?: string
+  prompt?: string
+  userCtx?: string
+  stream: boolean
+  json?: boolean
+  messages?: Message[]
+}
+
+export interface ConverseResponse {
+  text?: string
+  metadata?: any
+  cost?: number
+}
+
+export interface LLMProvider {
+  converseStream(
+    messages: Message[],
+    params?: ModelParams,
+  ): AsyncIterableIterator<ConverseResponse>
+  converseStream(
+    messages: Message[],
+    params?: ModelParams,
+  ): AsyncIterableIterator<ConverseResponse>
+  converse(messages: Message[], params?: ModelParams): Promise<ConverseResponse>
+}
+
+export interface AnswerResponse {
+  answer: string | null
+}
+
+export const QueryAnalysisSchema = z.object({
+  category: z.nativeEnum(QueryCategory),
+  mentionedNames: z.array(z.string()),
+  mentionedEmails: z.array(z.string()),
+})
+
+export type QueryAnalysisResult = z.infer<typeof QueryAnalysisSchema>
+
+export const initialResultsOrRewriteSchema = z.object({
+  answer: z.string().optional(),
+  citations: z.array(z.number()),
+  rewrittenQueries: z.array(z.string()).optional(),
+})
+
+export type ResultsOrRewrite = z.infer<typeof initialResultsOrRewriteSchema>
+
+export const SearchAnswerResponse = z.object({
+  answer: z.string().nullable(),
+  citations: z.array(z.number()).nullable(),
+  searchQueries: z.array(z.string()),
+  usefulIndex: z.array(z.number()),
+})
+
+// Zod schemas for filters
+export const FiltersSchema = z.object({
+  app: z.nativeEnum(Apps).optional(),
+  entity: entitySchema.optional(),
+  startTime: z.string().nullable().optional(),
+  endTime: z.string().nullable().optional(),
+})
+
+export const listItemsSchema = z.object({
+  type: z.literal(QueryType.ListItems),
+  filters: FiltersSchema.extend({
+    app: z.nativeEnum(Apps),
+    entity: entitySchema,
+    count: z.preprocess((val) => (val == null ? 5 : val), z.number()),
+  }),
+})
+
+export const QueryRouterResponseSchema = z.discriminatedUnion("type", [
+  z.object({
+    type: z.literal(QueryType.RetrieveInformation),
+    filters: z.object({
+      startTime: z.string().nullable().optional(),
+      endTime: z.string().nullable().optional(),
+    }),
+  }),
+  listItemsSchema,
+  // z.object({
+  //   type: z.literal(QueryType.RetrieveMetadata),
+  //   filters: FiltersSchema.extend({
+  //     app: z.nativeEnum(Apps),
+  //     entity: entitySchema,
+  //   }),
+  // }),
+])
+
+export const QueryContextRank = z.object({
+  canBeAnswered: z.boolean(),
+  contextualChunks: z.array(z.number()),
+})
+
+export type QueryContextRank = z.infer<typeof QueryContextRank>
+
+export type ListItemRouterResponse = z.infer<typeof listItemsSchema>
+
+export type QueryRouterResponse = z.infer<typeof QueryRouterResponseSchema>
diff --git a/server/api/admin.ts b/server/api/admin.ts
index 999ad1c2..ae9a9319 100644
--- a/server/api/admin.ts
+++ b/server/api/admin.ts
@@ -209,6 +209,7 @@ export const AddServiceConnection = async (c: Context) => {
     } catch (error) {
       const errMessage = getErrorMessage(error)
       Logger.error(
+        error,
         `${new AddServiceConnectionError({ cause: error as Error })} \n : ${errMessage} : ${(error as Error).stack}`,
       )
       // Rollback the transaction in case of any error
diff --git a/server/api/chat.ts b/server/api/chat.ts
index 035edb55..9f410ff3 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -1,37 +1,27 @@
+import { answerContextMap, cleanContext, userContext } from "@/ai/context"
 import {
-  answerContextMap,
-  answerMetadataContextMap,
-  cleanContext,
-  userContext,
-} from "@/ai/context"
-import { parse, Allow, STR, ARR, OBJ } from "partial-json"
-import {
-  analyzeInitialResultsOrRewrite,
-  analyzeInitialResultsOrRewriteV2,
-  analyzeQueryForNamesAndEmails,
-  analyzeQueryMetadata,
-  answerOrSearch,
-  askQuestionWithCitations,
+  baselineRAGJsonStream,
+  generateSearchQueryOrAnswerFromConversation,
   generateTitleUsingQuery,
   jsonParseLLMOutput,
-  listItems,
+  meetingPromptJsonStream,
+  queryRewriter,
+  temporalEventClassification,
+} from "@/ai/provider"
+import {
   Models,
-  QueryCategory,
-  QueryType,
-  routeQuery,
-  SearchAnswerResponse,
-  userChat,
   type ConverseResponse,
-  type ListItemRouterResponse,
-  type QueryRouterResponse,
-  type ResultsOrRewrite,
-} from "@/ai/provider/bedrock"
+  type TemporalClassifier,
+} from "@/ai/types"
 import config from "@/config"
 import {
+  deleteChatByExternalId,
+  deleteMessagesByChatId,
   getChatByExternalId,
   getPublicChats,
   insertChat,
   updateChatByExternalId,
+  updateMessageByExternalId,
 } from "@/db/chat"
 import { db } from "@/db/client"
 import {
@@ -43,21 +33,19 @@ import {
 } from "@/db/message"
 import {
   selectPublicChatSchema,
-  selectPublicMessageSchema,
   selectPublicMessagesSchema,
-  type InternalUserWorkspace,
-  type PublicUserWorkspace,
   type SelectChat,
   type SelectMessage,
 } from "@/db/schema"
-import {
-  getPublicUserAndWorkspaceByEmail,
-  getUserAndWorkspaceByEmail,
-} from "@/db/user"
+import { getUserAndWorkspaceByEmail } from "@/db/user"
 import { getLogger } from "@/logger"
 import { ChatSSEvents, type MessageReqType } from "@/shared/types"
 import { MessageRole, Subsystem } from "@/types"
-import { getErrorMessage } from "@/utils"
+import {
+  getErrorMessage,
+  getRelativeTime,
+  splitGroupedCitationsWithSpaces,
+} from "@/utils"
 import type { ConversationRole, Message } from "@aws-sdk/client-bedrock-runtime"
 import type { Context } from "hono"
 import { HTTPException } from "hono/http-exception"
@@ -66,35 +54,30 @@ import { z } from "zod"
 import type { chatSchema } from "@/api/search"
 import {
   AddChatMessageIdToAttachment,
-  getItems,
   insert,
-  insertDocument,
-  searchUsersByNamesAndEmails,
   searchVespa,
   searchVespaWithChatAttachment,
 } from "@/search/vespa"
 import {
   Apps,
   chatAttachmentSchema,
-  DriveEntity,
   entitySchema,
   eventSchema,
   fileSchema,
-  GooglePeopleEntity,
-  MailEntity,
   mailSchema,
   userSchema,
   type VespaChatAttachment,
+  type VespaEvent,
+  type VespaEventSearch,
   type VespaFile,
   type VespaMail,
+  type VespaMailSearch,
   type VespaSearchResponse,
+  type VespaSearchResult,
   type VespaSearchResults,
   type VespaSearchResultsSchema,
   type VespaUser,
 } from "@/search/types"
-import llama3Tokenizer from "llama3-tokenizer-js"
-import { encode } from "gpt-tokenizer"
-import { getConnInfo } from "hono/bun"
 import { APIError } from "openai"
 import { PDFLoader } from "@langchain/community/document_loaders/fs/pdf"
 import type { Document } from "@langchain/core/documents"
@@ -102,8 +85,7 @@ import { chunkDocument } from "@/chunks"
 import { deleteDocument, downloadDir } from "@/integrations/google"
 import fs from "node:fs"
 import path from "node:path"
-
-const { JwtPayloadKey, maxTokenBeforeMetadataCleanup } = config
+const { JwtPayloadKey, chatHistoryPageSize } = config
 const Logger = getLogger(Subsystem.Chat)
 
 // this is not always the case but unless our router detects that we need
@@ -124,12 +106,6 @@ enum RagPipelineStages {
 const defaultFastModel = Models.Claude_3_5_Haiku
 const defaultBestModel = Models.Claude_3_5_SonnetV2
 
-// const ragPipeline = [
-//   { stage: RagPipelineStages.NewChatTitle, modelId: defaultFastModel},
-//   { stage: RagPipelineStages.AnswerOrRewrite, modelId: defaultBestModel},
-//   { stage: RagPipelineStages.RewriteAndAnswer, modelId: defaultBestModel },
-// ]
-
 const ragPipelineConfig = {
   [RagPipelineStages.QueryRouter]: {
     modelId: defaultFastModel,
@@ -174,6 +150,7 @@ export const GetChatApi = async (c: Context) => {
   } catch (error) {
     const errMsg = getErrorMessage(error)
     Logger.error(
+      error,
       `Get Chat and Messages Error: ${errMsg} ${(error as Error).stack}`,
     )
     throw new HTTPException(500, {
@@ -319,25 +296,52 @@ export const ChatRenameApi = async (c: Context) => {
     return c.json({ success: true })
   } catch (error) {
     const errMsg = getErrorMessage(error)
-    Logger.error(`Chat Rename Error: ${errMsg} ${(error as Error).stack}`)
+    Logger.error(
+      error,
+      `Chat Rename Error: ${errMsg} ${(error as Error).stack}`,
+    )
     throw new HTTPException(500, {
       message: "Could not rename chat",
     })
   }
 }
 
+export const ChatDeleteApi = async (c: Context) => {
+  try {
+    // @ts-ignore
+    const { chatId } = c.req.valid("json")
+    await db.transaction(async (tx) => {
+      // First will have to delete all messages associated with that chat
+      await deleteMessagesByChatId(tx, chatId)
+      await deleteChatByExternalId(tx, chatId)
+    })
+    return c.json({ success: true })
+  } catch (error) {
+    const errMsg = getErrorMessage(error)
+    Logger.error(
+      error,
+      `Chat Delete Error: ${errMsg} ${(error as Error).stack}`,
+    )
+    throw new HTTPException(500, {
+      message: "Could not delete chat",
+    })
+  }
+}
+
 export const ChatHistory = async (c: Context) => {
   try {
     const { sub } = c.get(JwtPayloadKey)
     const email = sub
     // @ts-ignore
     const { page } = c.req.valid("query")
-    const pageSize = 20
-    const offset = page * pageSize
-    return c.json(await getPublicChats(db, email, pageSize, offset))
+    const offset = page * chatHistoryPageSize
+    return c.json(await getPublicChats(db, email, chatHistoryPageSize, offset))
   } catch (error) {
     const errMsg = getErrorMessage(error)
-    Logger.error(`Chat History Error: ${errMsg} ${(error as Error).stack}`)
+    Logger.error(
+      error,
+      `Chat History Error: ${errMsg} ${(error as Error).stack}`,
+    )
     throw new HTTPException(500, {
       message: "Could not get chat history",
     })
@@ -353,7 +357,10 @@ export const ChatBookmarkApi = async (c: Context) => {
     return c.json({})
   } catch (error) {
     const errMsg = getErrorMessage(error)
-    Logger.error(`Chat Bookmark Error: ${errMsg} ${(error as Error).stack}`)
+    Logger.error(
+      error,
+      `Chat Bookmark Error: ${errMsg} ${(error as Error).stack}`,
+    )
     throw new HTTPException(500, {
       message: "Could not bookmark chat",
     })
@@ -385,592 +392,662 @@ interface CitationResponse {
   citations?: number[]
 }
 
-const searchToCitation = (
-  results: z.infer<typeof VespaSearchResultsSchema>[],
-): Citation[] => {
-  let citations: Citation[] = []
-
-  if (!results || results?.length === 0) {
-    return []
-  }
-
-  for (const result of results) {
-    const fields = result.fields
-    if (result.fields.sddocname === userSchema) {
-      citations.push({
-        title: (fields as VespaUser).name,
-        url: `https://contacts.google.com/${(fields as VespaUser).email}`,
-        app: (fields as VespaUser).app,
-        entity: (fields as VespaUser).entity,
-      })
-    } else if (result.fields.sddocname === fileSchema) {
-      citations.push({
-        title: (fields as VespaFile).title,
-        url: (fields as VespaFile).url || "",
-        app: (fields as VespaFile).app,
-        entity: (fields as VespaFile).entity,
-      })
-    } else if (result.fields.sddocname === mailSchema) {
-      citations.push({
-        title: (fields as VespaMail).subject,
-        url: `https://mail.google.com/mail/u/0/#inbox/${fields.docId}`,
-        app: (fields as VespaMail).app,
-        entity: (fields as VespaMail).entity,
-      })
-    } else if (result.fields.sddocname === chatAttachmentSchema) {
-      citations.push({
-        title: (fields as VespaChatAttachment).title,
-        sddocname: fields.sddocname,
-        mimeType: (fields as VespaChatAttachment).mimeType || "",
-      })
-    } else {
-      throw new Error("Invalid search result type for citation")
-    }
-  }
-  return citations
-}
-
-const processMessage = (text: string, citationMap: Record<number, number>) => {
-  return text.replace(/\[(\d+)\]/g, (match, num) => {
-    return `[${citationMap[num] + 1}]`
-  })
-}
-
-const chunkToParsed = async <T>(
-  iterator: AsyncIterableIterator<ConverseResponse>,
-): Promise<{ parsed: T; costArr: number[] }> => {
-  let buffer = ""
-  let parsed: T = {} as T
-  const costArr: number[] = []
-
-  for await (const chunk of iterator) {
-    try {
-      if (chunk.text) {
-        buffer += chunk.text
-        if (!buffer.trim()) {
-          continue
-        }
-        parsed = jsonParseLLMOutput(buffer) as T
-      }
-      if (chunk.cost) {
-        costArr.push(chunk.cost)
-      }
-    } catch (e) {
-      continue
-    }
-  }
-  return { parsed, costArr }
-}
-
-async function* getListData(
-  email: string,
-  query: string,
-  userCtx: string,
-  result: ListItemRouterResponse,
-  messages?: Message[],
-): AsyncIterableIterator<any> {
-  let schema = ""
-  if (result.filters.app === Apps.GoogleCalendar) {
-    schema = eventSchema
-  } else if (result.filters.app === Apps.GoogleDrive) {
-    if (
-      result.filters.entity === GooglePeopleEntity.AdminDirectory ||
-      result.filters.entity === GooglePeopleEntity.Contacts ||
-      result.filters.entity === GooglePeopleEntity.OtherContacts
-    ) {
-      schema = userSchema
-    } else {
-      schema = fileSchema
+const searchToCitation = (result: VespaSearchResults): Citation => {
+  const fields = result.fields
+  if (result.fields.sddocname === userSchema) {
+    return {
+      title: (fields as VespaUser).name,
+      url: `https://contacts.google.com/${(fields as VespaUser).email}`,
+      app: (fields as VespaUser).app,
+      entity: (fields as VespaUser).entity,
     }
-  } else if (result.filters.app === Apps.Gmail) {
-    schema = mailSchema
-  } else if (result.filters.app === Apps.GoogleWorkspace) {
-    schema = userSchema
-  }
-  if (schema) {
-    let timestampRange: { from: number | null; to: number | null } = {
-      from: null,
-      to: null,
+  } else if (result.fields.sddocname === fileSchema) {
+    return {
+      title: (fields as VespaFile).title,
+      url: (fields as VespaFile).url || "",
+      app: (fields as VespaFile).app,
+      entity: (fields as VespaFile).entity,
     }
-    if (result.filters.startTime) {
-      timestampRange.from = new Date(result.filters.startTime).getTime()
+  } else if (result.fields.sddocname === mailSchema) {
+    return {
+      title: (fields as VespaMail).subject,
+      url: `https://mail.google.com/mail/u/0/#inbox/${fields.docId}`,
+      app: (fields as VespaMail).app,
+      entity: (fields as VespaMail).entity,
     }
-    if (result.filters.endTime) {
-      timestampRange.to = new Date(result.filters.endTime).getTime()
+  } else if (result.fields.sddocname === eventSchema) {
+    return {
+      title: (fields as VespaEvent).name || "No Title",
+      url: (fields as VespaEvent).url,
+      app: (fields as VespaEvent).app,
+      entity: (fields as VespaEvent).entity,
     }
-    const vespaResults = await getItems({
-      schema,
-      app: result.filters.app,
-      entity: result.filters.entity,
-      timestampRange,
-      limit: result.filters.count,
-      offset: 0,
-      email,
-    })
-    if (vespaResults.root.children) {
-      const listContext = vespaResults.root.children
-        .map((v, i) =>
-          cleanContext(
-            `Index ${i} \n ${answerMetadataContextMap(v as z.infer<typeof VespaSearchResultsSchema>)}`,
-          ),
-        )
-        .join("\n\n")
-      yield* listItems(query, userCtx, listContext, {
-        modelId: ragPipelineConfig[RagPipelineStages.AnswerOrSearch].modelId,
-        stream: true,
-        messages,
-      })
-    } else {
-      yield { text: "Could not list, no results found" }
+  } else if (result.fields.sddocname === chatAttachmentSchema) {
+    return {
+      title: (fields as VespaChatAttachment).title,
+      sddocname: fields.sddocname,
+      mimeType: (fields as VespaChatAttachment).mimeType || "",
     }
   } else {
-    yield { text: "Could not list, no results found" }
+    throw new Error("Invalid search result type for citation")
   }
 }
 
-// Function: answerUsingSearch
-async function* answerUsingSearch(
-  message: string,
-  userCtx: string,
-  results: VespaSearchResponse,
-  modelId: Models,
-): AsyncIterableIterator<{
-  text?: string
-  parsed?: ResultsOrRewrite
-  costArr?: number[]
-  initialContext?: string
-  ctx?: string
-}> {
-  let costArr: number[] = []
-  const initialContext = cleanContext(
-    results.root.children
-      .map(
-        (v, i) =>
-          `Index ${i} \n ${answerContextMap(v as z.infer<typeof VespaSearchResultsSchema>)}`,
-      )
-      .join("\n"),
-  )
-
-  const iterator = analyzeInitialResultsOrRewriteV2(
-    message,
-    initialContext,
-    userCtx,
-    {
-      modelId,
-      stream: true,
-      json: true,
-    },
-  )
-
-  let buffer = ""
-  for await (const chunk of iterator) {
-    if (chunk.text) {
-      buffer += chunk.text
-      try {
-        const parsed = jsonParseLLMOutput(buffer) as ResultsOrRewrite
-        yield {
-          text: chunk.text,
-          parsed,
-          costArr,
-          initialContext,
-          ctx: userCtx,
-        }
-      } catch (e) {
-        // Handle partial JSON parsing
-        continue
-      }
-    }
-    if (chunk.cost) {
-      costArr.push(chunk.cost)
-    }
+const searchToCitations = (
+  results: z.infer<typeof VespaSearchResultsSchema>[],
+): Citation[] => {
+  if (results.length === 0) {
+    return []
   }
+  return results.map((result) => searchToCitation(result as VespaSearchResults))
 }
 
-// Function: regularRAGPipeline
-async function* regularRAGPipeline(
-  email: string,
+export const textToCitationIndex = /\[(\d+)\]/g
+
+export const processMessage = (
+  text: string,
+  citationMap: Record<number, number>,
+) => {
+  text = splitGroupedCitationsWithSpaces(text)
+  return text.replace(textToCitationIndex, (match, num) => {
+    const index = citationMap[num]
+
+    return typeof index === "number" ? `[${index + 1}]` : ""
+  })
+}
+
+async function* generateIterativeTimeFilterAndQueryRewrite(
   input: string,
+  messages: Message[],
+  email: string,
   userCtx: string,
-  results: VespaSearchResponse,
-  modelId: Models,
+  alpha: number = 0.5,
+  pageSize: number = 10,
+  maxPageNumber: number = 3,
+  maxSummaryCount: number | undefined,
   chatExtId: string,
-  currentChatHasAttachments: boolean,
-): AsyncIterableIterator<ConverseResponse & { citations?: number[] }> {
+): AsyncIterableIterator<
+  ConverseResponse & { citation?: { index: number; item: any } }
+> {
+  // we are not going to do time expansion
+  // we are going to do 4 months answer
+  // if not found we go back to iterative page search
   const message = input
-  const pageSize = 10
-  let costArr: number[] = []
-  let initialContext = ""
-  let ctx = userCtx
-  let currentAnswer = ""
-
-  // Step 1: Try to get an answer using the initial search results
-  let answerIterator = answerUsingSearch(message, userCtx, results, modelId)
-
-  let buffer = ""
-
-  for await (const chunk of answerIterator) {
-    if (chunk.text) {
-      buffer += chunk.text
-      try {
-        const parsed = jsonParseLLMOutput(buffer) as ResultsOrRewrite
-
-        if (parsed.answer && currentAnswer !== parsed.answer) {
-          const newText = parsed.answer.slice(currentAnswer.length)
-          yield { text: newText }
-          currentAnswer = parsed.answer
-        }
-      } catch (e) {
-        continue
-      }
-    }
 
-    if (chunk.costArr) {
-      costArr = [...costArr, ...chunk.costArr]
-    }
-    if (chunk.initialContext) {
-      initialContext = chunk.initialContext
-    }
-    if (chunk.ctx) {
-      ctx = chunk.ctx
-    }
-  }
+  const monthInMs = 30 * 24 * 60 * 60 * 1000
+  const latestResults = (
+    await searchVespa(message, email, null, null, pageSize, 0, alpha, {
+      from: new Date().getTime() - 4 * monthInMs,
+      to: new Date().getTime(),
+    })
+  ).root.children
+
+  const latestIds = latestResults
+    ?.map((v: VespaSearchResult) => (v?.fields as any).docId)
+    ?.filter((v) => !!v)
 
-  // Step 2: If no answer, perform additional searches and try again
-  if (!currentAnswer) {
-    for (let offsetMultiplier = 1; offsetMultiplier <= 2; offsetMultiplier++) {
-      let newResults: VespaSearchResponse
-      // todo for @Saheb
-      // Should the condition (if chat has attachments) determine
-      // whether to use searchVespa or searchVespaWithChatAttachment here?
+  // Condition to decide if searchVespa function will be used to search or searchVespaWithChatAttachment
+  // If Chat has attachment then we use searchVespaWithChatAttachment, otherwise searchVespa
+
+  // Check if the current chat has attachments
+  const currentChat = await getChatByExternalId(db, chatExtId)
+  const currentChatHasAttachments = currentChat?.hasAttachments
+
+  for (var pageNumber = 0; pageNumber < maxPageNumber; pageNumber++) {
+    // should only do it once
+    if (pageNumber === Math.floor(maxPageNumber / 2)) {
+      // get the first page of results
+      let results
       if (currentChatHasAttachments) {
-        newResults = await searchVespaWithChatAttachment(
+        results = await searchVespaWithChatAttachment(
           message,
           email,
           chatExtId,
-          config.answerPage,
+          pageSize,
+          0,
         )
       } else {
-        newResults = await searchVespa(
+        results = await searchVespa(
           message,
           email,
           null,
           null,
           pageSize,
-          pageSize * offsetMultiplier,
+          0,
+          alpha,
         )
       }
+      const initialContext = cleanContext(
+        results?.root?.children
+          ?.map(
+            (v, i) =>
+              `Index ${i} \n ${answerContextMap(v as z.infer<typeof VespaSearchResultsSchema>, maxSummaryCount)}`,
+          )
+          ?.join("\n"),
+      )
+      const queryResp = await queryRewriter(input, userCtx, initialContext, {
+        modelId: defaultBestModel,
+        stream: false,
+      })
+      const queries = queryResp.queries
+      for (const query of queries) {
+        let latestResults: VespaSearchResult[]
+        if (currentChatHasAttachments) {
+          latestResults = (
+            await searchVespaWithChatAttachment(
+              message,
+              email,
+              chatExtId,
+              pageSize,
+              0,
+            )
+          )?.root?.children
+        } else {
+          latestResults = (
+            await searchVespa(query, email, null, null, pageSize, 0, alpha, {
+              from: new Date().getTime() - 4 * monthInMs,
+              to: new Date().getTime(),
+            })
+          )?.root?.children
+        }
 
-      answerIterator = answerUsingSearch(message, userCtx, newResults, modelId)
-
-      buffer = ""
-      currentAnswer = ""
+        let results
+        if (currentChatHasAttachments) {
+          results = await searchVespaWithChatAttachment(
+            message,
+            email,
+            chatExtId,
+            pageSize,
+            0,
+          )
+        } else {
+          results = await searchVespa(
+            query,
+            email,
+            null,
+            null,
+            pageSize,
+            0,
+            alpha,
+            null,
+            latestResults
+              ?.map((v: VespaSearchResult) => (v.fields as any).docId)
+              ?.filter((v) => !!v),
+          )
+        }
 
-      for await (const chunk of answerIterator) {
-        if (chunk.text) {
-          buffer += chunk.text
-          try {
-            const parsed = jsonParseLLMOutput(buffer) as ResultsOrRewrite
+        const totalResults = results?.root?.children?.concat(latestResults)
+        const initialContext = cleanContext(
+          totalResults
+            ?.map(
+              (v, i) =>
+                `Index ${i} \n ${answerContextMap(v as z.infer<typeof VespaSearchResultsSchema>, maxSummaryCount)}`,
+            )
+            ?.join("\n"),
+        )
 
-            if (parsed.answer && currentAnswer !== parsed.answer) {
-              const newText = parsed.answer.slice(currentAnswer.length)
-              yield { text: newText }
-              currentAnswer = parsed.answer
+        const iterator = baselineRAGJsonStream(query, userCtx, initialContext, {
+          stream: true,
+          modelId: defaultBestModel,
+          messages,
+        })
+        let buffer = ""
+        let currentAnswer = ""
+        let parsed = { answer: "" }
+        let yieldedCitations = new Set<number>()
+        for await (const chunk of iterator) {
+          if (chunk.text) {
+            buffer += chunk.text
+            try {
+              parsed = jsonParseLLMOutput(buffer)
+              if (parsed.answer === null) {
+                break
+              }
+              if (parsed.answer && currentAnswer !== parsed.answer) {
+                if (currentAnswer === "") {
+                  // First valid answer - send the whole thing
+                  yield { text: parsed.answer }
+                } else {
+                  // Subsequent chunks - send only the new part
+                  const newText = parsed.answer.slice(currentAnswer.length)
+                  yield { text: newText }
+                }
+                // Extract all citations from the parsed answer
+                let match
+                while (
+                  (match = textToCitationIndex.exec(parsed.answer)) !== null
+                ) {
+                  const citationIndex = parseInt(match[1], 10)
+                  if (!yieldedCitations.has(citationIndex)) {
+                    const item = totalResults[citationIndex]
+                    if (item) {
+                      yield {
+                        citation: {
+                          index: citationIndex,
+                          item: searchToCitation(item as VespaSearchResults),
+                        },
+                      }
+                      yieldedCitations.add(citationIndex)
+                    } else {
+                      // TODO: we need to handle this.
+                      // either we replace the [citationIndex]
+                      Logger.error(
+                        "Found a citation index but could not find it in the search result ",
+                        citationIndex,
+                        totalResults.length,
+                      )
+                    }
+                  }
+                }
+                currentAnswer = parsed.answer
+              }
+            } catch (err) {
+              const errMessage = (err as Error).message
+              Logger.error(err, `Error while parsing LLM output ${errMessage}`)
+              continue
             }
-          } catch (e) {
-            continue
+          }
+          if (chunk.cost) {
+            yield { cost: chunk.cost }
           }
         }
-
-        if (chunk.costArr) {
-          costArr = [...costArr, ...chunk.costArr]
-        }
-        if (chunk.initialContext) {
-          initialContext = chunk.initialContext
-        }
-        if (chunk.ctx) {
-          ctx = chunk.ctx
+        if (parsed.answer) {
+          return
         }
       }
-
-      if (currentAnswer) {
-        break
-      }
-    }
-  }
-
-  // Step 3: If still no answer, handle rewritten queries
-  // You can implement additional logic here if needed
-}
-
-// Function: findAnswerWithTimeRangeExpansion
-async function* findAnswerWithTimeRangeExpansion(
-  email: string,
-  userCtx: string,
-  userQuery: string,
-  maxIterations: number = 3,
-  chatExtId: string,
-  messages?: Message[],
-): AsyncIterableIterator<ConverseResponse & { citations?: number[] }> {
-  const pageSize = 6
-  const now = new Date().getTime()
-
-  // Time range configuration (in milliseconds)
-  const monthInMs = 30 * 24 * 60 * 60 * 1000
-  const initialRange = 3 * monthInMs
-  const rangeIncrement = 3 * monthInMs
-  const maxRange = 12 * monthInMs
-
-  let context: any[] = []
-  let iterations = 0
-  let costArr: number[] = []
-  let seenDocIds = new Set<string>()
-  let currentTimeRange = initialRange
-  let currentQueries = [userQuery]
-  let currentAnswer = ""
-
-  while (iterations < maxIterations) {
-    let newResults: any[] = []
-    const timeRange = {
-      from: now - currentTimeRange,
-      to: now,
     }
 
-    // Condition to decide if searchVespa function will be used to search or searchVespaWithChatAttachment
-    // If Chat has attachment then we use searchVespaWithChatAttachment, otherwise searchVespa
-
-    // Check if the current chat has attachments
-    const currentChat = await db.transaction(async (tx) => {
-      let currentChat = await getChatByExternalId(tx, chatExtId)
-      return currentChat
-    })
-    const currentChatHasAttachments = currentChat?.hasAttachments
-
-    // Search with all current queries
-    for (const query of currentQueries) {
-      let results: VespaSearchResponse
+    let results: VespaSearchResponse
+    if (pageNumber === 0) {
       if (currentChatHasAttachments) {
         results = await searchVespaWithChatAttachment(
-          query,
+          message,
           email,
           chatExtId,
-          config.answerPage,
+          pageSize,
+          pageNumber * pageSize,
         )
       } else {
         results = await searchVespa(
-          query,
+          message,
           email,
           null,
           null,
           pageSize,
-          0,
-          timeRange,
-          Array.from(seenDocIds),
-          nonWorkMailLabels,
+          pageNumber * pageSize,
+          alpha,
+          null,
+          latestIds,
         )
       }
-
-      if (results.root.children) {
-        results.root.children.forEach((child) => seenDocIds.add(child.id))
-        newResults.push(...results.root.children)
+      if (!results.root.children) {
+        results.root.children = []
+      }
+      results.root.children = results?.root?.children?.concat(latestResults)
+    } else {
+      if (currentChatHasAttachments) {
+        results = await searchVespaWithChatAttachment(
+          message,
+          email,
+          chatExtId,
+          pageSize,
+          pageNumber * pageSize,
+        )
+      } else {
+        results = await searchVespa(
+          message,
+          email,
+          null,
+          null,
+          pageSize,
+          pageNumber * pageSize,
+          alpha,
+        )
       }
     }
-
-    // Update context with new results
-    context = [...context, ...newResults]
-
-    const contextString = cleanContext(
-      context
-        .map(
+    const initialContext = cleanContext(
+      results?.root?.children
+        ?.map(
           (v, i) =>
-            `Index ${i} \n ${answerContextMap(v as z.infer<typeof VespaSearchResultsSchema>)}`,
+            `Index ${i} \n ${answerContextMap(v as z.infer<typeof VespaSearchResultsSchema>, maxSummaryCount)}`,
         )
-        .join("\n"),
+        ?.join("\n"),
     )
 
-    const iterator = answerOrSearch(userQuery, contextString, userCtx, {
-      modelId: ragPipelineConfig[RagPipelineStages.AnswerOrSearch].modelId,
-      json: true,
+    const iterator = baselineRAGJsonStream(input, userCtx, initialContext, {
       stream: true,
-      messages,
+      modelId: defaultBestModel,
     })
 
     let buffer = ""
-    let out: z.infer<typeof SearchAnswerResponse> | null = null
-
+    let currentAnswer = ""
+    let parsed = { answer: "" }
+    let yieldedCitations = new Set<number>()
     for await (const chunk of iterator) {
       if (chunk.text) {
         buffer += chunk.text
         try {
-          out = jsonParseLLMOutput(buffer) as z.infer<
-            typeof SearchAnswerResponse
-          >
-
-          if (
-            out.answer &&
-            out.answer.length > 1 &&
-            currentAnswer !== out.answer
-          ) {
-            const newText = out.answer.slice(currentAnswer.length)
-            yield { text: newText }
-            currentAnswer = out.answer
+          parsed = jsonParseLLMOutput(buffer)
+          if (parsed.answer === null) {
+            break
           }
-        } catch (e) {
+          if (parsed.answer && currentAnswer !== parsed.answer) {
+            if (currentAnswer === "") {
+              // First valid answer - send the whole thing
+              yield { text: parsed.answer }
+            } else {
+              // Subsequent chunks - send only the new part
+              const newText = parsed.answer.slice(currentAnswer.length)
+              yield { text: newText }
+            }
+            // Extract all citations from the parsed answer
+            let match
+            while ((match = textToCitationIndex.exec(parsed.answer)) !== null) {
+              const citationIndex = parseInt(match[1], 10)
+              if (!yieldedCitations.has(citationIndex)) {
+                const item = results?.root?.children[citationIndex]
+                if (item) {
+                  yield {
+                    citation: {
+                      index: citationIndex,
+                      item: searchToCitation(item as VespaSearchResults),
+                    },
+                  }
+                  yieldedCitations.add(citationIndex)
+                } else {
+                  // TODO: we need to handle this.
+                  // either we replace the [citationIndex]
+                  Logger.error(
+                    "Found a citation index but could not find it in the search result ",
+                    citationIndex,
+                    results.root.children.length,
+                  )
+                }
+              }
+            }
+            currentAnswer = parsed.answer
+          }
+        } catch (err) {
+          const errMessage = (err as Error).message
+          Logger.error(err, `Error while parsing LLM output ${errMessage}`)
           continue
         }
       }
       if (chunk.cost) {
-        costArr.push(chunk.cost)
+        yield { cost: chunk.cost }
       }
     }
-
-    if (currentAnswer) {
-      // Answer found, yield citations if any
-      yield { citations: out?.citations ?? [] }
-      break
+    if (parsed.answer) {
+      return
+    }
+  }
+  yield {
+    text: "I could not find any information to answer it, please change your query",
+  }
+}
+const getSearchRangeSummary = (from: number, to: number, direction: string) => {
+  const now = Date.now()
+
+  // For "next" direction, we usually start from now
+  if (direction === "next") {
+    // Start from today/now
+    const endDate = new Date(to)
+    // Format end date to month/year if it's far in future
+    const endStr =
+      Math.abs(to - now) > 30 * 24 * 60 * 60 * 1000
+        ? `${endDate.toLocaleString("default", { month: "long" })} ${endDate.getFullYear()}`
+        : getRelativeTime(to)
+    return `from today until ${endStr}`
+  }
+  // For "prev" direction
+  else {
+    const startDate = new Date(from)
+    const startStr =
+      Math.abs(now - from) > 30 * 24 * 60 * 60 * 1000
+        ? `${startDate.toLocaleString("default", { month: "long" })} ${startDate.getFullYear()}`
+        : getRelativeTime(from)
+    return `from today back to ${startStr}`
+  }
+}
+async function* generatePointQueryTimeExpansion(
+  input: string,
+  messages: Message[],
+  classification: TemporalClassifier & { cost: number },
+  email: string,
+  userCtx: string,
+  alpha: number,
+  pageSize: number = 10,
+  maxSummaryCount: number | undefined,
+): AsyncIterableIterator<
+  ConverseResponse & { citation?: { index: number; item: any } }
+> {
+  const message = input
+  const maxIterations = 10
+  const weekInMs = 12 * 24 * 60 * 60 * 1000
+  const direction = classification.direction as string
+  let costArr: number[] = [classification.cost]
+
+  let from = new Date().getTime()
+  let to = new Date().getTime()
+  let lastSearchedTime = direction === "prev" ? from : to
+
+  for (let iteration = 0; iteration < maxIterations; iteration++) {
+    const windowSize = (2 + iteration) * weekInMs
+
+    if (direction === "prev") {
+      to = lastSearchedTime
+      from = to - windowSize
+      lastSearchedTime = from
+    } else {
+      from = lastSearchedTime
+      to = from + windowSize
+      lastSearchedTime = to
     }
 
-    // At 50% of max iterations, attempt regularRAGPipeline approach
-    if (iterations === Math.floor(maxIterations / 2)) {
-      let ragResults: VespaSearchResponse
-      if (currentChatHasAttachments) {
-        ragResults = await searchVespaWithChatAttachment(
-          userQuery,
-          email,
-          chatExtId,
-          config.answerPage,
-        )
-      } else {
-        ragResults = await searchVespa(
-          userQuery,
-          email,
-          null,
-          null,
-          pageSize,
-          0,
-          null,
-          Array.from(seenDocIds),
-          nonWorkMailLabels,
-        )
-      }
+    Logger.info(
+      `Iteration ${iteration}, searching from ${new Date(from)} to ${new Date(to)}`,
+    )
 
-      const pipelineIterator = regularRAGPipeline(
+    // Search in both calendar events and emails
+    const [eventResults, results] = await Promise.all([
+      searchVespa(
+        message,
         email,
-        userQuery,
-        userCtx,
-        ragResults,
-        ragPipelineConfig[RagPipelineStages.AnswerOrSearch].modelId,
-        chatExtId,
-        currentChatHasAttachments,
-      )
-
-      let pipelineAnswer = ""
-
-      for await (const response of pipelineIterator) {
-        if (response.text) {
-          yield { text: response.text }
-          pipelineAnswer += response.text
-        }
-        if (response.citations) {
-          yield { citations: response.citations }
-          break
-        }
-      }
-
-      if (pipelineAnswer) {
-        // Answer found via regularRAGPipeline, break out of loop
-        break
-      }
-    }
+        Apps.GoogleCalendar,
+        null,
+        pageSize,
+        0,
+        alpha,
+        { from, to },
+      ),
+      searchVespa(
+        message,
+        email,
+        null,
+        null,
+        pageSize,
+        0,
+        alpha,
+        { to, from },
+        ["CATEGORY_PROMOTIONS", "UNREAD"],
+      ),
+    ])
 
-    if (!out) {
-      throw new Error("Invalid object while streaming")
+    if (!results.root.children && !eventResults.root.children) {
+      continue
     }
 
-    // Keep useful context
-    if (out.usefulIndex && out.usefulIndex.length > 0) {
-      context = context.filter((_, i) => out.usefulIndex.includes(i))
-    } else {
-      context = []
+    // Combine and filter results
+    const combinedResults = {
+      root: {
+        children: [
+          ...(results.root.children || []),
+          ...(eventResults.root.children || []),
+        ].filter(
+          (v: VespaSearchResult) =>
+            (v.fields as VespaMailSearch).app === Apps.Gmail ||
+            (v.fields as VespaEventSearch).app === Apps.GoogleCalendar,
+        ),
+      },
     }
 
-    // Update queries for next iteration
-    if (out.searchQueries && out.searchQueries.length > 0) {
-      currentQueries = out.searchQueries
-    } else if (currentTimeRange < maxRange) {
-      // If no new queries suggested, expand time range and revert to original query
-      currentTimeRange += rangeIncrement
-      currentQueries = [userQuery]
-      // console.log(
-      //   `Expanding time range to ${currentTimeRange / monthInMs} months`,
-      // );
-    } else {
-      break
+    if (!combinedResults.root.children.length) {
+      Logger.info("No gmail or calendar events found")
+      continue
     }
 
-    iterations++
-  }
+    // Prepare context for LLM
+    const initialContext = cleanContext(
+      combinedResults?.root?.children
+        ?.map(
+          (v, i) =>
+            `Index ${i}: \n ${answerContextMap(v as z.infer<typeof VespaSearchResultsSchema>, maxSummaryCount)}`,
+        )
+        ?.join("\n"),
+    )
+
+    // Stream LLM response
+    const iterator = meetingPromptJsonStream(input, userCtx, initialContext, {
+      stream: true,
+      modelId: defaultBestModel,
+    })
+
+    let buffer = ""
+    let currentAnswer = ""
+    let parsed = { answer: "" }
+    let yieldedCitations = new Set<number>()
+
+    for await (const chunk of iterator) {
+      if (chunk.text) {
+        buffer += chunk.text
+        try {
+          parsed = jsonParseLLMOutput(buffer)
+          // If we have a null answer, break this inner loop and continue outer loop
+          if (parsed.answer === null) {
+            break
+          }
+
+          // If we have an answer and it's different from what we've seen
+          if (parsed.answer && currentAnswer !== parsed.answer) {
+            if (currentAnswer === "") {
+              // First valid answer - send the whole thing
+              yield { text: parsed.answer }
+            } else {
+              // Subsequent chunks - send only the new part
+              const newText = parsed.answer.slice(currentAnswer.length)
+              yield { text: newText }
+            }
+            let match
+            while ((match = textToCitationIndex.exec(parsed.answer)) !== null) {
+              const citationIndex = parseInt(match[1], 10)
+              if (!yieldedCitations.has(citationIndex)) {
+                const item = combinedResults?.root?.children[citationIndex]
+                if (item) {
+                  yield {
+                    citation: {
+                      index: citationIndex,
+                      item: searchToCitation(item as VespaSearchResults),
+                    },
+                  }
+                  yieldedCitations.add(citationIndex)
+                }
+              }
+            }
+            currentAnswer = parsed.answer
+          }
+        } catch (e) {
+          // If we can't parse the JSON yet, continue accumulating
+          continue
+        }
+      }
+
+      if (chunk.cost) {
+        costArr.push(chunk.cost)
+        yield { cost: chunk.cost }
+      }
+    }
+    if (parsed.answer) {
+      return
+    }
+  }
+
+  const searchSummary = getSearchRangeSummary(from, to, direction)
+  yield {
+    text: `I searched your calendar events and emails ${searchSummary} but couldn't find any relevant meetings. Please try rephrasing your query.`,
+    cost: costArr.reduce((a, b) => a + b, 0),
+  }
 }
 
 export async function* UnderstandMessageAndAnswer(
   email: string,
   userCtx: string,
   message: string,
-  routerResponse: { result: QueryRouterResponse; cost: number },
+  classification: TemporalClassifier & { cost: number },
+  messages: Message[],
   chatExtId: string,
-  messages?: Message[],
-): AsyncIterableIterator<ConverseResponse & { citations?: number[] }> {
-  // we are removing the most recent message that was inserted
-  // that is the user message, we will append our own
-  messages = messages?.splice(0, messages.length - 1)
-  const { result, cost } = routerResponse
-  if (result.type === QueryType.RetrieveInformation) {
-    let filters: { startTime: number | null; endTime: number | null } = {
-      startTime: null,
-      endTime: null,
-    }
-    if (result.filters && result.filters.startTime && result.filters.endTime) {
-      if (result.filters.startTime) {
-        filters.startTime = new Date(result.filters.startTime).getTime()
-      }
-      if (result.filters.endTime) {
-        filters.endTime = new Date(result.filters.endTime).getTime()
-      }
-      yield* findAnswerWithinTimeRange(email, userCtx, message, filters)
-    } else {
-      yield* findAnswerWithTimeRangeExpansion(
-        email,
-        userCtx,
-        message,
-        8,
-        chatExtId,
-        messages,
-      )
-    }
-  } else if (result.type === QueryType.ListItems) {
-    yield* getListData(email, message, userCtx, result, messages)
-    // }
-    // else if (result.type === QueryType.RetrieveMetadata) {
-    //   yield {
-    //     text: "Operation to retrieve a single item's metadata is not supported yet",
-    //   }
+): AsyncIterableIterator<
+  ConverseResponse & { citation?: { index: number; item: any } }
+> {
+  // user is talking about an event
+  if (classification.direction !== null) {
+    Logger.info(
+      `User is talking about an event in calendar, so going to look at calendar with direction: ${classification.direction}`,
+    )
+    return yield* generatePointQueryTimeExpansion(
+      message,
+      messages,
+      classification,
+      email,
+      userCtx,
+      0.5,
+      20,
+      3,
+    )
   } else {
-    yield { text: "Apologies I didn't understand" }
+    Logger.info(
+      "default case, trying to do iterative RAG with query rewriting and time filtering for answering users query",
+    )
+    // default case
+    return yield* generateIterativeTimeFilterAndQueryRewrite(
+      message,
+      messages,
+      email,
+      userCtx,
+      0.5,
+      20,
+      3,
+      5,
+      chatExtId,
+    )
   }
 }
 
-async function* findAnswerWithinTimeRange(
-  email: string,
-  userCtx: string,
-  userQuery: string,
-  filters: { startTime: number | null; endTime: number | null },
-): AsyncIterableIterator<ConverseResponse> {
-  return yield { text: "Not yet implemented", cost: 0 }
+const handleError = (error: any) => {
+  let errorMessage = ""
+  switch (error) {
+    default:
+      errorMessage = "Something went wrong. Please try again."
+      break
+  }
+  return errorMessage
+}
+
+const addErrMessageToMessage = async (
+  lastMessage: SelectMessage,
+  errorMessage: string,
+) => {
+  if (lastMessage.messageRole === MessageRole.User) {
+    await updateMessageByExternalId(db, lastMessage?.externalId, {
+      errorMessage,
+    })
+  }
 }
 
-export const MessageApiV2 = async (c: Context) => {
+export const MessageApi = async (c: Context) => {
   // we will use this in catch
   // if the value exists then we send the error to the frontend via it
   let stream: any
+  let chat: SelectChat
   try {
     const { sub, workspaceId } = c.get(JwtPayloadKey)
     const email = sub
@@ -984,24 +1061,16 @@ export const MessageApiV2 = async (c: Context) => {
     }
     message = decodeURIComponent(message)
 
-    const [userAndWorkspace] = await Promise.all([
-      getUserAndWorkspaceByEmail(db, workspaceId, email),
-      // searchVespa(message, email, null, null, config.answerPage, 0, null, [], nonWorkMailLabels),
-    ])
-    const results = { root: { children: [] } }
+    const userAndWorkspace = await getUserAndWorkspaceByEmail(
+      db,
+      workspaceId,
+      email,
+    )
     const { user, workspace } = userAndWorkspace
     let messages: SelectMessage[] = []
     const costArr: number[] = []
     const ctx = userContext(userAndWorkspace)
     let chat: SelectChat
-    const initialContext = cleanContext(
-      results.root.children
-        .map(
-          (v, i) =>
-            `Index ${i} \n ${answerContextMap(v as z.infer<typeof VespaSearchResultsSchema>)}`,
-        )
-        .join("\n"),
-    )
 
     let title = ""
     if (!chatId) {
@@ -1056,17 +1125,19 @@ export const MessageApiV2 = async (c: Context) => {
           return [chat, insertedMsg]
         },
       )
+      Logger.info(
+        "First mesage of the conversation, successfully created the chat",
+      )
       chat = insertedChat
       messages.push(insertedMsg) // Add the inserted message to messages array
     } else {
       let [existingChat, allMessages, insertedMsg] = await db.transaction(
-        async (tx) => {
+        async (tx): Promise<[SelectChat, SelectMessage[], SelectMessage]> => {
           const newAttachments = JSON.parse(attachments) || []
 
           const oldChat = await getChatByExternalId(db, chatId)
           const alreadyHasAttachments = oldChat?.hasAttachments
           const hasAttachmentsNow = newAttachments?.length > 0 ? true : false
-
           // we are updating the chat and getting it's value in one call itself
           let existingChat = await updateChatByExternalId(
             db,
@@ -1106,6 +1177,7 @@ export const MessageApiV2 = async (c: Context) => {
           return [existingChat, allMessages, insertedMsg]
         },
       )
+      Logger.info("Existing conversation, fetched previous messages")
       messages = allMessages.concat(insertedMsg) // Update messages array
       chat = existingChat
     }
@@ -1129,73 +1201,144 @@ export const MessageApiV2 = async (c: Context) => {
               chatId: chat.externalId,
             }),
           })
-
-          const routerResp = await routeQuery(message, {
-            modelId: ragPipelineConfig[RagPipelineStages.QueryRouter].modelId,
-            stream: false,
-            messages: messages
-              .map((m) => ({
-                role: m.messageRole as ConversationRole,
-                content: [{ text: m.message }],
-              }))
-              .slice(0, messages.length - 1), // removing the last one as we append ourselves inside route Query
-          })
-          const iterator = UnderstandMessageAndAnswer(
-            email,
-            ctx,
-            message,
-            routerResp,
-            chat?.externalId,
-            messages.map((m) => ({
+          const messagesWithNoErrResponse = messages
+            .slice(0, messages.length - 1)
+            .filter((msg) => !msg?.errorMessage)
+            .map((m) => ({
               role: m.messageRole as ConversationRole,
               content: [{ text: m.message }],
-            })),
+            }))
+
+          Logger.info(
+            "Checking if answer is in the conversation or a mandatory query rewrite is needed before RAG",
           )
+          const searchOrAnswerIterator =
+            generateSearchQueryOrAnswerFromConversation(message, ctx, {
+              modelId:
+                ragPipelineConfig[RagPipelineStages.AnswerOrSearch].modelId,
+              stream: true,
+              json: true,
+              messages: messagesWithNoErrResponse,
+            })
 
-          stream.writeSSE({
-            event: ChatSSEvents.Start,
-            data: "",
-          })
-          let citations = []
+          // TODO: for now if the answer is from the conversation itself we don't
+          // add any citations for it, we can refer to the original message for citations
+          // one more bug is now llm automatically copies the citation text sometimes without any reference
+          // leads to [NaN] in the answer
+          let currentAnswer = ""
           let answer = ""
-          for await (const chunk of iterator) {
+          let citations = []
+          let citationMap: Record<number, number> = {}
+          let parsed = { answer: "", queryRewrite: "" }
+          let buffer = ""
+          for await (const chunk of searchOrAnswerIterator) {
             if (chunk.text) {
-              answer += chunk.text
-              stream.writeSSE({
-                event: ChatSSEvents.ResponseUpdate,
-                data: chunk.text,
-              })
+              buffer += chunk.text
+              try {
+                parsed = jsonParseLLMOutput(buffer)
+                if (parsed.answer && currentAnswer !== parsed.answer) {
+                  if (currentAnswer === "") {
+                    Logger.info(
+                      "We were able to find the answer/respond to users query in the conversation itself so not applying RAG",
+                    )
+                    stream.writeSSE({
+                      event: ChatSSEvents.Start,
+                      data: "",
+                    })
+                    // First valid answer - send the whole thing
+                    stream.writeSSE({
+                      event: ChatSSEvents.ResponseUpdate,
+                      data: parsed.answer,
+                    })
+                  } else {
+                    // Subsequent chunks - send only the new part
+                    const newText = parsed.answer.slice(currentAnswer.length)
+                    stream.writeSSE({
+                      event: ChatSSEvents.ResponseUpdate,
+                      data: newText,
+                    })
+                  }
+                  currentAnswer = parsed.answer
+                }
+              } catch (err) {
+                const errMessage = (err as Error).message
+                Logger.error(
+                  err,
+                  `Error while parsing LLM output ${errMessage}`,
+                )
+                continue
+              }
             }
             if (chunk.cost) {
               costArr.push(chunk.cost)
             }
-            if (chunk.citations) {
-              citations = chunk.citations
+          }
+          // continue as is if we didn't find answer in the existing conversation
+          if (parsed.answer === null) {
+            // ambigious user message
+            if (parsed.queryRewrite) {
+              Logger.info(
+                "The query is ambigious and requires a mandatory query rewrite from the existing conversation / recent messages",
+              )
+              message = parsed.queryRewrite
+            } else {
+              Logger.info(
+                "There was no need for a query rewrite and there was no answer in the conversation, applying RAG",
+              )
+            }
+            const classification: TemporalClassifier & { cost: number } =
+              await temporalEventClassification(message, {
+                modelId:
+                  ragPipelineConfig[RagPipelineStages.QueryRouter].modelId,
+                stream: false,
+              })
+            const iterator = UnderstandMessageAndAnswer(
+              email,
+              ctx,
+              message,
+              classification,
+              messagesWithNoErrResponse,
+              chat?.externalId,
+            )
+
+            stream.writeSSE({
+              event: ChatSSEvents.Start,
+              data: "",
+            })
+            answer = ""
+            citations = []
+            citationMap = {}
+            for await (const chunk of iterator) {
+              if (chunk.text) {
+                answer += chunk.text
+                stream.writeSSE({
+                  event: ChatSSEvents.ResponseUpdate,
+                  data: chunk.text,
+                })
+              }
+
+              if (chunk.cost) {
+                costArr.push(chunk.cost)
+              }
+              if (chunk.citation) {
+                const { index, item } = chunk.citation
+                citations.push(item)
+                citationMap[index] = citations.length - 1
+                Logger.info(
+                  `Found citations and sending it, current count: ${citations.length}`,
+                )
+                stream.writeSSE({
+                  event: ChatSSEvents.CitationsUpdate,
+                  data: JSON.stringify({
+                    contextChunks: citations,
+                    citationMap,
+                  }),
+                })
+              }
             }
+          } else if (parsed.answer) {
+            answer = parsed.answer
           }
-          // let minimalContextChunks: Citation[] = []
-          // const citationMap: Record<number, number> = {}
-          // // TODO: this is not done yet
-          // // we need to send all of it
-          // if (parsed.citations) {
-          //   currentCitations = parsed.citations
-
-          //   currentCitations.forEach((v, i) => {
-          //     citationMap[v] = i
-          //   })
-          //   minimalContextChunks = searchToCitation(
-          //     results.root.children.filter((_, i) =>
-          //       currentCitations.includes(i),
-          //     ) as z.infer<typeof VespaSearchResultsSchema>[],
-          //   )
-          //   await stream.writeSSE({
-          //     event: ChatSSEvents.CitationsUpdate,
-          //     data: JSON.stringify({
-          //       contextChunks: minimalContextChunks,
-          //       citationMap,
-          //     }),
-          //   })
-          // }
           if (answer) {
             // TODO: incase user loses permission
             // to one of the citations what do we do?
@@ -1208,8 +1351,8 @@ export const MessageApiV2 = async (c: Context) => {
               chatExternalId: chat.externalId,
               messageRole: MessageRole.Assistant,
               email: user.email,
-              // sources: minimalContextChunks,
-              message: answer, //processMessage(parsed.answer, citationMap),
+              sources: citations,
+              message: processMessage(answer, citationMap),
               modelId:
                 ragPipelineConfig[RagPipelineStages.AnswerOrRewrite].modelId,
             })
@@ -1225,57 +1368,118 @@ export const MessageApiV2 = async (c: Context) => {
               event: ChatSSEvents.End,
             })
           } else {
+            const allMessages = await getChatMessages(db, chat?.externalId)
+            const lastMessage = allMessages[allMessages.length - 1]
+            await stream.writeSSE({
+              event: ChatSSEvents.ResponseMetadata,
+              data: JSON.stringify({
+                chatId: chat.externalId,
+                messageId: lastMessage.externalId,
+              }),
+            })
             await stream.writeSSE({
               event: ChatSSEvents.Error,
               data: "Error while trying to answer",
             })
+            // Add the error message to last user message
+            await addErrMessageToMessage(
+              lastMessage,
+              "Error while trying to answer",
+            )
+
             await stream.writeSSE({
               data: "",
               event: ChatSSEvents.End,
             })
           }
         } catch (error) {
+          const errFomMap = handleError(error)
+          const allMessages = await getChatMessages(db, chat?.externalId)
+          const lastMessage = allMessages[allMessages.length - 1]
+          await stream.writeSSE({
+            event: ChatSSEvents.ResponseMetadata,
+            data: JSON.stringify({
+              chatId: chat.externalId,
+              messageId: lastMessage.externalId,
+            }),
+          })
           await stream.writeSSE({
             event: ChatSSEvents.Error,
-            data: (error as Error).message,
+            data: errFomMap,
           })
+
+          // Add the error message to last user message
+          await addErrMessageToMessage(lastMessage, errFomMap)
+
           await stream.writeSSE({
             data: "",
             event: ChatSSEvents.End,
           })
           Logger.error(
+            error,
             `Streaming Error: ${(error as Error).message} ${(error as Error).stack}`,
           )
         }
       },
       async (err, stream) => {
+        const errFromMap = handleError(err)
+        const allMessages = await getChatMessages(db, chat?.externalId)
+        const lastMessage = allMessages[allMessages.length - 1]
+        await stream.writeSSE({
+          event: ChatSSEvents.ResponseMetadata,
+          data: JSON.stringify({
+            chatId: chat.externalId,
+            messageId: lastMessage.externalId,
+          }),
+        })
         await stream.writeSSE({
           event: ChatSSEvents.Error,
-          data: err.message,
+          data: errFromMap,
         })
+        // Add the error message to last user message
+        await addErrMessageToMessage(lastMessage, errFromMap)
+
         await stream.writeSSE({
           data: "",
           event: ChatSSEvents.End,
         })
-        Logger.error(`Streaming Error: ${err.message} ${(err as Error).stack}`)
+        Logger.error(
+          err,
+          `Streaming Error: ${err.message} ${(err as Error).stack}`,
+        )
       },
     )
   } catch (error) {
     const errMsg = getErrorMessage(error)
     // TODO: add more errors like bedrock, this is only openai
+    const errFromMap = handleError(error)
+    // @ts-ignore
+    if (chat?.externalId) {
+      const allMessages = await getChatMessages(db, chat?.externalId)
+      // Add the error message to last user message
+      const lastMessage = allMessages[allMessages.length - 1]
+      await stream.writeSSE({
+        event: ChatSSEvents.ResponseMetadata,
+        data: JSON.stringify({
+          chatId: chat.externalId,
+          messageId: lastMessage.externalId,
+        }),
+      })
+      await addErrMessageToMessage(lastMessage, errFromMap)
+    }
     if (error instanceof APIError) {
       // quota error
       if (error.status === 429) {
-        console.error("You exceeded your current quota,")
+        Logger.error(error, "You exceeded your current quota")
         if (stream) {
           await stream.writeSSE({
             event: ChatSSEvents.Error,
-            data: error.message,
+            data: errFromMap,
           })
         }
       }
     } else {
-      Logger.error(`Message Error: ${errMsg} ${(error as Error).stack}`)
+      Logger.error(error, `Message Error: ${errMsg} ${(error as Error).stack}`)
       throw new HTTPException(500, {
         message: "Could not create message or Chat",
       })
@@ -1283,779 +1487,320 @@ export const MessageApiV2 = async (c: Context) => {
   }
 }
 
-export const MessageApi = async (c: Context) => {
+// We support both retrying of already valid assistant respone & retrying of an error
+// When the assitant gives error, that error message is stored in the user query's message object of that respective user query
+// On the frontend, an error message can be seen from the assistant's side, but it is not really present in the DB, it is taken from the user query's errorMessage property
+// On retry of that error, we send the user message itself again (like asking the same query again)
+// If the retry is successful and we get a valid response, we store that message inside DB with a 'createdAt' value just 1 unit ahead of the respective user query's createdAt value
+// This is done to maintain the order of user-assistant message pattern in messages which helps both in the frontend and server logic
+// If the retry also fails, we do the same thing, storing error message in the user query's respective message object
+// If a retry fails on a completely valid assistant response, the error is shown in the UI but not stored anywhere, we retain the valid response (can be seen after reload)
+export const MessageRetryApi = async (c: Context) => {
   try {
-    const { sub, workspaceId } = c.get(JwtPayloadKey)
-    const email = sub
     // @ts-ignore
     const body = c.req.valid("query")
-    let { message, chatId, modelId }: MessageReqType = body
-    if (!message) {
+    const { messageId } = body
+
+    const { sub, workspaceId } = c.get(JwtPayloadKey)
+    const email = sub
+
+    const costArr: number[] = []
+    // Fetch the original message
+    const originalMessage = await getMessageByExternalId(db, messageId)
+    if (!originalMessage) {
+      throw new HTTPException(404, { message: "Message not found" })
+    }
+    const isUserMessage = originalMessage.messageRole === "user"
+
+    let conversation = await getChatMessagesBefore(
+      db,
+      originalMessage.chatId,
+      originalMessage.createdAt,
+    )
+    // This !isUserMessage is useful for the case when the user retries the error he gets on the very first user query
+    // Becoz on retry of the error, there will be no conversation availble as there wouldn't be anything before the very first query
+    // And for retry on error, we use the user query itself
+    if (!isUserMessage && (!conversation || !conversation.length)) {
       throw new HTTPException(400, {
-        message: "Message is required",
+        message: "Could not fetch previous messages",
       })
     }
-    message = decodeURIComponent(message)
 
-    const [userAndWorkspace, results] = await Promise.all([
-      getUserAndWorkspaceByEmail(db, workspaceId, email),
-      searchVespa(
-        message,
-        email,
-        null,
-        null,
-        config.answerPage,
-        0,
-        null,
-        [],
-        nonWorkMailLabels,
-      ),
-    ])
+    // Use the same modelId
+    const modelId = originalMessage.modelId as Models
+
+    // Get user and workspace
+    const userAndWorkspace = await getUserAndWorkspaceByEmail(
+      db,
+      workspaceId,
+      email,
+    )
     const { user, workspace } = userAndWorkspace
-    let messages: SelectMessage[] = []
-    const costArr: number[] = []
     const ctx = userContext(userAndWorkspace)
-    let chat: SelectChat
-    const initialContext = cleanContext(
-      results.root.children
-        .map(
-          (v, i) =>
-            `Index ${i} \n ${answerContextMap(v as z.infer<typeof VespaSearchResultsSchema>)}`,
-        )
-        .join("\n"),
-    )
 
-    let title = ""
-    if (!chatId) {
-      // let llm decide a title
-      const titleResp = await generateTitleUsingQuery(message, {
-        modelId: ragPipelineConfig[RagPipelineStages.NewChatTitle].modelId,
-        stream: false,
+    let newCitations: Citation[] = []
+    // the last message before our assistant's message was the user's message
+    const prevUserMessage = isUserMessage
+      ? originalMessage
+      : conversation[conversation.length - 1]
+    // we are trying to retry the first assistant's message
+    if (conversation.length === 1) {
+      conversation = []
+    }
+    if (!prevUserMessage.message) {
+      throw new HTTPException(400, {
+        message: "Cannot retry the message, invalid user chat",
       })
-      title = titleResp.title
-      const cost = titleResp.cost
-      if (cost) {
-        costArr.push(cost)
-      }
-
-      let [insertedChat, insertedMsg] = await db.transaction(
-        async (tx): Promise<[SelectChat, SelectMessage]> => {
-          const chat = await insertChat(tx, {
-            workspaceId: workspace.id,
-            workspaceExternalId: workspace.externalId,
-            userId: user.id,
-            email: user.email,
-            title,
-            attachments: [],
-          })
-          const insertedMsg = await insertMessage(tx, {
-            chatId: chat.id,
-            userId: user.id,
-            chatExternalId: chat.externalId,
-            workspaceExternalId: workspace.externalId,
-            messageRole: MessageRole.User,
-            email: user.email,
-            sources: [],
-            message,
-            modelId,
-          })
-          return [chat, insertedMsg]
-        },
-      )
-      chat = insertedChat
-      messages.push(insertedMsg) // Add the inserted message to messages array
-    } else {
-      let [existingChat, allMessages, insertedMsg] = await db.transaction(
-        async (tx) => {
-          // we are updating the chat and getting it's value in one call itself
-          let existingChat = await updateChatByExternalId(db, chatId, {})
-          let allMessages = await getChatMessages(tx, chatId)
-          let insertedMsg = await insertMessage(tx, {
-            chatId: existingChat.id,
-            userId: user.id,
-            workspaceExternalId: workspace.externalId,
-            chatExternalId: existingChat.externalId,
-            messageRole: MessageRole.User,
-            email: user.email,
-            sources: [],
-            message,
-            modelId,
-          })
-          return [existingChat, allMessages, insertedMsg]
-        },
-      )
-      messages = allMessages.concat(insertedMsg) // Update messages array
-      chat = existingChat
-    }
+    }
 
     return streamSSE(
       c,
       async (stream) => {
         try {
-          if (!chatId) {
-            await stream.writeSSE({
-              data: title,
-              event: ChatSSEvents.ChatTitleUpdate,
-            })
-          }
-
-          Logger.info("Chat stream started")
-          // we do not set the message Id as we don't have it
-          await stream.writeSSE({
-            event: ChatSSEvents.ResponseMetadata,
-            data: JSON.stringify({
-              chatId: chat.externalId,
-            }),
-          })
-          const iterator = analyzeInitialResultsOrRewrite(
-            message,
-            initialContext,
-            ctx,
-            {
+          let message = prevUserMessage.message
+          const convWithNoErrMsg = isUserMessage
+            ? conversation
+                .filter((con) => !con?.errorMessage)
+                .map((m) => ({
+                  role: m.messageRole as ConversationRole,
+                  content: [{ text: m.message }],
+                }))
+            : conversation
+                .slice(0, conversation.length - 1)
+                .filter((con) => !con?.errorMessage)
+                .map((m) => ({
+                  role: m.messageRole as ConversationRole,
+                  content: [{ text: m.message }],
+                }))
+          Logger.info(
+            "retry: Checking if answer is in the conversation or a mandatory query rewrite is needed before RAG",
+          )
+          const searchOrAnswerIterator =
+            generateSearchQueryOrAnswerFromConversation(message, ctx, {
               modelId:
-                ragPipelineConfig[RagPipelineStages.AnswerOrRewrite].modelId,
+                ragPipelineConfig[RagPipelineStages.AnswerOrSearch].modelId,
               stream: true,
               json: true,
-              messages: messages.map((m) => ({
-                role: m.messageRole as ConversationRole,
-                content: [{ text: m.message }],
-              })),
-            },
-          )
-          // prev response so we can find the diff
+              messages: convWithNoErrMsg,
+            })
           let currentAnswer = ""
-          // accumulator
+          let answer = ""
+          let citations: number[] = []
+          let citationMap: Record<number, number> = {}
+          let parsed = { answer: "", queryRewrite: "" }
           let buffer = ""
-          let currentCitations: number[] = []
-          // will contain the streamed partial json
-          let parsed: ResultsOrRewrite = {
-            answer: "",
-            citations: [],
-            rewrittenQueries: [],
-          }
-          for await (const chunk of iterator) {
-            try {
-              if (chunk.text) {
-                buffer += chunk.text
-                parsed = jsonParseLLMOutput(buffer) as ResultsOrRewrite
-                // answer is there and it is coming
-                // we will stream it to the user
+          for await (const chunk of searchOrAnswerIterator) {
+            if (chunk.text) {
+              buffer += chunk.text
+              try {
+                parsed = jsonParseLLMOutput(buffer)
                 if (parsed.answer && currentAnswer !== parsed.answer) {
-                  // first time
-                  if (!currentAnswer) {
+                  if (currentAnswer === "") {
+                    Logger.info(
+                      "retry: We were able to find the answer/respond to users query in the conversation itself so not applying RAG",
+                    )
                     stream.writeSSE({
                       event: ChatSSEvents.Start,
                       data: "",
                     })
-                  }
-                  stream.writeSSE({
-                    event: ChatSSEvents.ResponseUpdate,
-                    data: parsed.answer.slice(currentAnswer.length),
-                  })
-                  currentAnswer = parsed.answer
-                }
-                if (chunk.metadata?.cost) {
-                  costArr.push(chunk.metadata.cost)
-                }
-              }
-            } catch (e) {
-              continue
-            }
-          }
-          let minimalContextChunks: Citation[] = []
-          const citationMap: Record<number, number> = {}
-          // TODO: this is not done yet
-          // we need to send all of it
-          if (parsed.citations) {
-            currentCitations = parsed.citations
-
-            currentCitations.forEach((v, i) => {
-              citationMap[v] = i
-            })
-            minimalContextChunks = searchToCitation(
-              results.root.children.filter((_, i) =>
-                currentCitations.includes(i),
-              ) as z.infer<typeof VespaSearchResultsSchema>[],
-            )
-            await stream.writeSSE({
-              event: ChatSSEvents.CitationsUpdate,
-              data: JSON.stringify({
-                contextChunks: minimalContextChunks,
-                citationMap,
-              }),
-            })
-          }
-          if (parsed.answer) {
-            // TODO: incase user loses permission
-            // to one of the citations what do we do?
-            // somehow hide that citation and change
-            // the answer to reflect that
-            const msg = await insertMessage(db, {
-              chatId: chat.id,
-              userId: user.id,
-              workspaceExternalId: workspace.externalId,
-              chatExternalId: chat.externalId,
-              messageRole: MessageRole.Assistant,
-              email: user.email,
-              sources: minimalContextChunks,
-              message: processMessage(parsed.answer, citationMap),
-              modelId:
-                ragPipelineConfig[RagPipelineStages.AnswerOrRewrite].modelId,
-            })
-            await stream.writeSSE({
-              event: ChatSSEvents.ResponseMetadata,
-              data: JSON.stringify({
-                chatId: chat.externalId,
-                messageId: msg.externalId,
-              }),
-            })
-            await stream.writeSSE({
-              data: "",
-              event: ChatSSEvents.End,
-            })
-          } else if (parsed.rewrittenQueries) {
-            let finalContext = initialContext
-            const allResults = (
-              await Promise.all(
-                parsed.rewrittenQueries.map((newQuery: string) =>
-                  searchVespa(
-                    newQuery,
-                    email,
-                    null,
-                    null,
-                    5,
-                    0,
-                    null,
-                    results.root.children.map(
-                      (v) =>
-                        (v as z.infer<typeof VespaSearchResultsSchema>).fields
-                          .docId,
-                    ),
-                    nonWorkMailLabels,
-                  ),
-                ),
-              )
-            )
-              .map((v) => v.root.children)
-              .flat()
-            const idSet = new Set()
-            const uniqueResults = []
-            for (const res of allResults) {
-              if (!idSet.has(res.id)) {
-                idSet.add(res.id)
-                uniqueResults.push(res)
-              }
-            }
-            finalContext = cleanContext(
-              uniqueResults
-                .map(
-                  (v, i) =>
-                    `Index ${i} \n ${answerContextMap(v as z.infer<typeof VespaSearchResultsSchema>)}`,
-                )
-                .join("\n"),
-            )
-            const iterator = askQuestionWithCitations(
-              message,
-              ctx,
-              finalContext,
-              {
-                modelId:
-                  ragPipelineConfig[RagPipelineStages.RewriteAndAnswer].modelId,
-                userCtx: ctx,
-                stream: true,
-                json: true,
-                messages: messages.map((m) => ({
-                  role: m.messageRole as ConversationRole,
-                  content: [{ text: m.message }],
-                })),
-              },
-            )
-            let buffer = ""
-            let currentAnswer = ""
-            let currentCitations: number[] = []
-
-            for await (const chunk of iterator) {
-              try {
-                if (chunk.text) {
-                  buffer += chunk.text
-                  parsed = jsonParseLLMOutput(buffer) as ResultsOrRewrite
-
-                  // Stream new answer content
-                  if (parsed.answer && parsed.answer !== currentAnswer) {
-                    const newContent = parsed.answer.slice(currentAnswer.length)
-                    currentAnswer = parsed.answer
-                    await stream.writeSSE({
+                    // First valid answer - send the whole thing
+                    stream.writeSSE({
                       event: ChatSSEvents.ResponseUpdate,
-                      data: newContent,
+                      data: parsed.answer,
                     })
-                  }
-
-                  let minimalContextChunks: Citation[] = []
-                  const citationMap: Record<number, number> = {}
-                  // Stream citation updates
-                  if (parsed.citations) {
-                    currentCitations = parsed.citations
-                    currentCitations.forEach((v, i) => {
-                      citationMap[v] = i
-                    })
-                    minimalContextChunks = searchToCitation(
-                      results.root.children.filter((_, i) =>
-                        currentCitations.includes(i),
-                      ) as z.infer<typeof VespaSearchResultsSchema>[],
-                    )
-
-                    // citations count should match the minimalContext chunks
-                    await stream.writeSSE({
-                      event: ChatSSEvents.CitationsUpdate,
-                      data: JSON.stringify({
-                        contextChunks: minimalContextChunks,
-                        citationMap,
-                      }),
-                    })
-                  }
-                }
-                if (chunk.metadata?.cost) {
-                  costArr.push(chunk.metadata.cost)
-                }
-              } catch (e) {
-                continue
-              }
-            }
-            const msg = await insertMessage(db, {
-              chatId: chat.id,
-              userId: user.id,
-              workspaceExternalId: workspace.externalId,
-              chatExternalId: chat.externalId,
-              messageRole: MessageRole.Assistant,
-              email: user.email,
-              sources: minimalContextChunks,
-              message: processMessage(parsed.answer!, citationMap),
-              modelId:
-                ragPipelineConfig[RagPipelineStages.RewriteAndAnswer].modelId,
-            })
-            await stream.writeSSE({
-              event: ChatSSEvents.ResponseMetadata,
-              data: JSON.stringify({
-                chatId: chat.externalId,
-                messageId: msg.externalId,
-              }),
-            })
-            await stream.writeSSE({
-              data: "",
-              event: ChatSSEvents.End,
-            })
-          } else {
-            await stream.writeSSE({
-              event: ChatSSEvents.Error,
-              data: "Error while trying to answer",
-            })
-            await stream.writeSSE({
-              data: "",
-              event: ChatSSEvents.End,
-            })
-          }
-        } catch (error) {
-          await stream.writeSSE({
-            event: ChatSSEvents.Error,
-            data: (error as Error).message,
-          })
-          await stream.writeSSE({
-            data: "",
-            event: ChatSSEvents.End,
-          })
-          Logger.error(
-            `Streaming Error: ${(error as Error).message} ${(error as Error).stack}`,
-          )
-        }
-      },
-      async (err, stream) => {
-        await stream.writeSSE({
-          event: ChatSSEvents.Error,
-          data: err.message,
-        })
-        await stream.writeSSE({
-          data: "",
-          event: ChatSSEvents.End,
-        })
-        Logger.error(`Streaming Error: ${err.message} ${(err as Error).stack}`)
-      },
-    )
-  } catch (error) {
-    const errMsg = getErrorMessage(error)
-    Logger.error(`Message Error: ${errMsg} ${(error as Error).stack}`)
-    throw new HTTPException(500, {
-      message: "Could not create message or Chat",
-    })
-  }
-}
-
-export const MessageRetryApi = async (c: Context) => {
-  try {
-    // @ts-ignore
-    const body = c.req.valid("query")
-    const { messageId } = body
-
-    const { sub, workspaceId } = c.get(JwtPayloadKey)
-    const email = sub
-
-    const costArr: number[] = []
-    // Fetch the original message
-    const originalMessage = await getMessageByExternalId(db, messageId)
-    if (!originalMessage) {
-      throw new HTTPException(404, { message: "Message not found" })
-    }
-
-    // Fetch the chat and previous messages
-    // const chat = await getChatByExternalId(db, originalMessage.chatExternalId)
-    let conversation = await getChatMessagesBefore(
-      db,
-      originalMessage.chatId,
-      originalMessage.createdAt,
-    )
-    if (!conversation || !conversation.length) {
-      throw new HTTPException(400, {
-        message: "Could not fetch previous messages",
-      })
-    }
-
-    // Use the same modelId
-    const modelId = originalMessage.modelId as Models
-
-    // Get user and workspace
-    const userAndWorkspace = await getUserAndWorkspaceByEmail(
-      db,
-      workspaceId,
-      email,
-    )
-    const ctx = userContext(userAndWorkspace)
-
-    let newCitations: Citation[] = []
-    // the last message before our assistant's message was the user's message
-    const prevUserMessage = conversation[conversation.length - 1]
-    // we are trying to retry the first assistant's message
-    if (conversation.length === 1) {
-      conversation = []
-    }
-    if (!prevUserMessage.message) {
-      throw new HTTPException(400, {
-        message: "Cannot retry the message, invalid user chat",
-      })
-    }
-
-    return streamSSE(
-      c,
-      async (stream) => {
-        try {
-          // if we have citations we will have to do search again
-          // and then go through the original pipeline
-          if (
-            originalMessage.sources &&
-            (originalMessage.sources as Citation[]).length
-          ) {
-            const results = await searchVespa(
-              prevUserMessage.message,
-              email,
-              null,
-              null,
-              config.answerPage,
-              0,
-              null,
-              [],
-              nonWorkMailLabels,
-            )
-            const initialContext = cleanContext(
-              results.root.children
-                .map((v) =>
-                  answerContextMap(
-                    v as z.infer<typeof VespaSearchResultsSchema>,
-                  ),
-                )
-                .join("\n"),
-            )
-
-            const iterator = analyzeInitialResultsOrRewrite(
-              prevUserMessage.message,
-              initialContext,
-              ctx,
-              {
-                modelId,
-                stream: true,
-                json: true,
-                messages: conversation.map((m) => ({
-                  role: m.messageRole as ConversationRole,
-                  content: [{ text: m.message }],
-                })),
-              },
-            )
-            // prev response so we can find the diff
-            let currentAnswer = ""
-            // accumulator
-            let buffer = ""
-            let currentCitations: number[] = []
-            // will contain the streamed partial json
-            let parsed: ResultsOrRewrite = {
-              answer: "",
-              citations: [],
-              rewrittenQueries: [],
-            }
-            for await (const chunk of iterator) {
-              try {
-                if (chunk.text) {
-                  buffer += chunk.text
-                  parsed = jsonParseLLMOutput(buffer) as ResultsOrRewrite
-                  // answer is there and it is coming
-                  // we will stream it to the user
-                  if (parsed.answer && currentAnswer !== parsed.answer) {
-                    // first time
-                    if (!currentAnswer) {
-                      stream.writeSSE({
-                        event: ChatSSEvents.Start,
-                        data: "",
-                      })
-                    }
+                  } else {
+                    // Subsequent chunks - send only the new part
+                    const newText = parsed.answer.slice(currentAnswer.length)
                     stream.writeSSE({
                       event: ChatSSEvents.ResponseUpdate,
-                      data: parsed.answer.slice(currentAnswer.length),
+                      data: newText,
                     })
-                    currentAnswer = parsed.answer
-                  }
-                  if (chunk.metadata?.cost) {
-                    costArr.push(chunk.metadata.cost)
                   }
+                  currentAnswer = parsed.answer
                 }
-              } catch (e) {
+              } catch (err) {
+                const errMessage = (err as Error).message
+                Logger.error(
+                  err,
+                  `Error while parsing LLM output ${errMessage}`,
+                )
                 continue
               }
             }
-            let minimalContextChunks: Citation[] = []
-            const citationMap: Record<number, number> = {}
-            // TODO: this is not done yet
-            // we need to send all of it
-            if (parsed.citations) {
-              currentCitations = parsed.citations
-              currentCitations.forEach((v, i) => {
-                citationMap[v] = i
-              })
-              minimalContextChunks = searchToCitation(
-                results.root.children.filter((_, i) =>
-                  currentCitations.includes(i),
-                ) as z.infer<typeof VespaSearchResultsSchema>[],
-              )
-              await stream.writeSSE({
-                event: ChatSSEvents.CitationsUpdate,
-                data: JSON.stringify({
-                  contextChunks: minimalContextChunks,
-                  citationMap,
-                }),
-              })
+            if (chunk.cost) {
+              costArr.push(chunk.cost)
             }
-            if (parsed.answer) {
-              let newMessageContent = parsed.answer
-              // Update the assistant's message with new content and updatedAt
-              await updateMessage(db, messageId, {
-                message: processMessage(newMessageContent, citationMap),
-                updatedAt: new Date(),
-                sources: minimalContextChunks,
-              })
-              await stream.writeSSE({
-                data: "",
-                event: ChatSSEvents.End,
-              })
-            } else if (parsed.rewrittenQueries) {
-              let finalContext = initialContext
-              const allResults = (
-                await Promise.all(
-                  parsed.rewrittenQueries.map((newQuery: string) =>
-                    searchVespa(
-                      newQuery,
-                      email,
-                      null,
-                      null,
-                      5,
-                      0,
-                      null,
-                      results.root.children.map(
-                        (v) =>
-                          (v as z.infer<typeof VespaSearchResultsSchema>).fields
-                            .docId,
-                      ),
-                      nonWorkMailLabels,
-                    ),
-                  ),
-                )
-              )
-                .map((v) => v.root.children)
-                .flat()
-              const idSet = new Set()
-              const uniqueResults = []
-              for (const res of allResults) {
-                if (!idSet.has(res.id)) {
-                  idSet.add(res.id)
-                  uniqueResults.push(res)
-                }
-              }
-              finalContext = cleanContext(
-                uniqueResults
-                  .map(
-                    (v, i) =>
-                      `Index ${i} \n ${answerContextMap(v as z.infer<typeof VespaSearchResultsSchema>)}`,
-                  )
-                  .join("\n"),
-              )
-              const iterator = askQuestionWithCitations(
-                prevUserMessage.message,
-                ctx,
-                finalContext,
-                {
-                  modelId,
-                  userCtx: ctx,
-                  stream: true,
-                  json: true,
-                  messages: conversation.map((m) => ({
-                    role: m.messageRole as ConversationRole,
-                    content: [{ text: m.message }],
-                  })),
-                },
-              )
-              let buffer = ""
-              let currentAnswer = ""
-              let currentCitations: number[] = []
-
-              for await (const chunk of iterator) {
-                try {
-                  if (chunk.text) {
-                    buffer += chunk.text
-                    parsed = jsonParseLLMOutput(buffer) as ResultsOrRewrite
-
-                    // Stream new answer content
-                    if (parsed.answer && parsed.answer !== currentAnswer) {
-                      const newContent = parsed.answer.slice(
-                        currentAnswer.length,
-                      )
-                      currentAnswer = parsed.answer
-                      await stream.writeSSE({
-                        event: ChatSSEvents.ResponseUpdate,
-                        data: newContent,
-                      })
-                    }
-                  }
-                  if (chunk.metadata?.cost) {
-                    costArr.push(chunk.metadata.cost)
-                  }
-                } catch (e) {
-                  continue
-                }
-              }
-              let minimalContextChunks: Citation[] = []
-              const citationMap: Record<number, number> = {}
-              // Stream citation updates
-              if (parsed.citations) {
-                currentCitations = parsed.citations
-                currentCitations.forEach((v, i) => {
-                  citationMap[v] = i
-                })
-                minimalContextChunks = searchToCitation(
-                  results.root.children.filter((_, i) =>
-                    currentCitations.includes(i),
-                  ) as z.infer<typeof VespaSearchResultsSchema>[],
-                )
+          }
 
-                // citations count should match the minimalContext chunks
-                await stream.writeSSE({
-                  event: ChatSSEvents.CitationsUpdate,
-                  data: JSON.stringify({
-                    contextChunks: minimalContextChunks,
-                    citationMap,
-                  }),
-                })
-              }
-              let newMessageContent = parsed.answer
-              // Update the assistant's message with new content and updatedAt
-              await updateMessage(db, messageId, {
-                message: processMessage(newMessageContent!, citationMap),
-                updatedAt: new Date(),
-                sources: minimalContextChunks,
-              })
-              await stream.writeSSE({
-                data: "",
-                event: ChatSSEvents.End,
-              })
+          if (parsed.answer === null) {
+            if (parsed.queryRewrite) {
+              Logger.info(
+                "retry: The query is ambigious and requires a mandatory query rewrite from the existing conversation / recent messages",
+              )
+              message = parsed.queryRewrite
             } else {
-              await stream.writeSSE({
-                event: ChatSSEvents.Error,
-                data: "Error while trying to answer",
-              })
-              await stream.writeSSE({
-                data: "",
-                event: ChatSSEvents.End,
-              })
+              Logger.info(
+                "retry: There was no need for a query rewrite and there was no answer in the conversation, applying RAG",
+              )
             }
-          } else {
-            // there were no citations so we will only use the conversation history to answer the user
-            const iterator = userChat(prevUserMessage.message, {
-              modelId,
-              stream: true,
-              messages: conversation.map((m) => ({
-                role: m.messageRole as ConversationRole,
-                content: [{ text: m.message }],
-              })),
-            })
+            const classification: TemporalClassifier & { cost: number } =
+              await temporalEventClassification(message, {
+                modelId:
+                  ragPipelineConfig[RagPipelineStages.QueryRouter].modelId,
+                stream: false,
+              })
+            const iterator = UnderstandMessageAndAnswer(
+              email,
+              ctx,
+              message,
+              classification,
+              convWithNoErrMsg,
+            )
+            // throw new Error("Hello, how are u doing?")
             stream.writeSSE({
               event: ChatSSEvents.Start,
               data: "",
             })
-            let newMessageContent = ""
+            answer = ""
+            citations = []
+            citationMap = {}
             for await (const chunk of iterator) {
               if (chunk.text) {
-                newMessageContent += chunk.text
-                await stream.writeSSE({
+                answer += chunk.text
+                stream.writeSSE({
                   event: ChatSSEvents.ResponseUpdate,
                   data: chunk.text,
                 })
               }
-              if (chunk.metadata?.cost) {
-                costArr.push(chunk.metadata.cost)
+
+              if (chunk.cost) {
+                costArr.push(chunk.cost)
+              }
+              if (chunk.citation) {
+                const { index, item } = chunk.citation
+                citations.push(item)
+                citationMap[index] = citations.length - 1
+                Logger.info(
+                  `retry: Found citations and sending it, current count: ${citations.length}`,
+                )
+                stream.writeSSE({
+                  event: ChatSSEvents.CitationsUpdate,
+                  data: JSON.stringify({
+                    contextChunks: citations,
+                    citationMap,
+                  }),
+                })
               }
             }
+          } else if (parsed.answer) {
+            answer = parsed.answer
+          }
+          // Retry on an error case
+          // Error is retried and now assistant has a response
+          // Inserting a new assistant message here, replacing the error message.
+          if (isUserMessage) {
+            let msg = await db.transaction(
+              async (tx): Promise<SelectMessage> => {
+                // Remove the err message from the user message
+                await updateMessage(tx, messageId, {
+                  errorMessage: "",
+                })
+                // Insert the new assistant response
+                const msg = await insertMessage(tx, {
+                  chatId: originalMessage.chatId,
+                  userId: user.id,
+                  workspaceExternalId: workspace.externalId,
+                  chatExternalId: originalMessage.chatExternalId,
+                  messageRole: MessageRole.Assistant,
+                  email: user.email,
+                  sources: citations,
+                  message: processMessage(answer, citationMap),
+                  modelId:
+                    ragPipelineConfig[RagPipelineStages.AnswerOrRewrite]
+                      .modelId,
+                  // The createdAt for this response which was error before
+                  // should be just 1 unit more than the respective user query's createdAt value
+                  // This is done to maintain order of user-assistant pattern of messages in UI
+                  createdAt: new Date(
+                    new Date(originalMessage.createdAt).getTime() + 1,
+                  ),
+                })
+                return msg
+              },
+            )
+
+            await stream.writeSSE({
+              event: ChatSSEvents.ResponseMetadata,
+              data: JSON.stringify({
+                chatId: originalMessage.chatExternalId,
+                messageId: msg.externalId,
+              }),
+            })
+          } else {
             await updateMessage(db, messageId, {
-              message: newMessageContent,
+              message: processMessage(answer, citationMap),
               updatedAt: new Date(),
-              sources: [],
-            })
-            await stream.writeSSE({
-              data: "",
-              event: ChatSSEvents.End,
+              sources: citations,
             })
           }
+          await stream.writeSSE({
+            data: "",
+            event: ChatSSEvents.End,
+          })
         } catch (error) {
+          const errFromMap = handleError(error)
+          await stream.writeSSE({
+            event: ChatSSEvents.ResponseMetadata,
+            data: JSON.stringify({
+              chatId: originalMessage.chatExternalId,
+              messageId: originalMessage.externalId,
+            }),
+          })
           await stream.writeSSE({
             event: ChatSSEvents.Error,
-            data: (error as Error).message,
+            data: errFromMap,
           })
+          await addErrMessageToMessage(originalMessage, errFromMap)
           await stream.writeSSE({
             data: "",
             event: ChatSSEvents.End,
           })
           Logger.error(
+            error,
             `Streaming Error: ${(error as Error).message} ${(error as Error).stack}`,
           )
         }
       },
       async (err, stream) => {
+        const errFromMap = handleError(err)
+        await stream.writeSSE({
+          event: ChatSSEvents.ResponseMetadata,
+          data: JSON.stringify({
+            chatId: originalMessage.chatExternalId,
+            messageId: originalMessage.externalId,
+          }),
+        })
         await stream.writeSSE({
           event: ChatSSEvents.Error,
-          data: err.message,
+          data: errFromMap,
         })
+        await addErrMessageToMessage(originalMessage, errFromMap)
         await stream.writeSSE({
           data: "",
           event: ChatSSEvents.End,
         })
-        Logger.error(`Streaming Error: ${err.message} ${(err as Error).stack}`)
+        Logger.error(
+          err,
+          `Streaming Error: ${err.message} ${(err as Error).stack}`,
+        )
       },
     )
   } catch (error) {
     const errMsg = getErrorMessage(error)
-    Logger.error(`Message Retry Error: ${errMsg} ${(error as Error).stack}`)
+    Logger.error(
+      error,
+      `Message Retry Error: ${errMsg} ${(error as Error).stack}`,
+    )
     throw new HTTPException(500, {
       message: "Could not retry message",
     })
diff --git a/server/api/oauth.ts b/server/api/oauth.ts
index d3a086c7..7fe7396b 100644
--- a/server/api/oauth.ts
+++ b/server/api/oauth.ts
@@ -77,6 +77,7 @@ export const OAuthCallback = async (c: Context) => {
     return c.redirect(`${config.host}/oauth/success`)
   } catch (error) {
     Logger.error(
+      error,
       `${new OAuthCallbackError({ cause: error as Error })} \n ${(error as Error).stack}`,
     )
     throw new HTTPException(500, { message: "Error in OAuthCallback" })
diff --git a/server/api/search.ts b/server/api/search.ts
index 2f05684a..cff2bde6 100644
--- a/server/api/search.ts
+++ b/server/api/search.ts
@@ -31,9 +31,7 @@ import {
   analyzeQueryForNamesAndEmails,
   analyzeQueryMetadata,
   askQuestion,
-  Models,
-  QueryCategory,
-} from "@/ai/provider/bedrock"
+} from "@/ai/provider"
 import {
   answerContextMap,
   answerMetadataContextMap,
@@ -49,6 +47,7 @@ import { getPublicUserAndWorkspaceByEmail } from "@/db/user"
 import { db } from "@/db/client"
 import type { PublicUserWorkspace } from "@/db/schema"
 import { getErrorMessage } from "@/utils"
+import { Models, QueryCategory } from "@/ai/types"
 const Logger = getLogger(Subsystem.Api)
 
 const { JwtPayloadKey, maxTokenBeforeMetadataCleanup } = config
@@ -77,6 +76,10 @@ export const chatRenameSchema = z.object({
   title: z.string().min(1),
 })
 
+export const chatDeleteSchema = z.object({
+  chatId: z.string().min(1),
+})
+
 export const chatHistorySchema = z.object({
   page: z
     .string()
@@ -125,7 +128,10 @@ export const AutocompleteApi = async (c: Context) => {
     return c.json(newResults)
   } catch (error) {
     const errMsg = getErrorMessage(error)
-    Logger.error(`Autocomplete Error: ${errMsg} ${(error as Error).stack}`)
+    Logger.error(
+      error,
+      `Autocomplete Error: ${errMsg} ${(error as Error).stack}`,
+    )
     throw new HTTPException(500, {
       message: "Could not fetch autocomplete results",
     })
@@ -162,6 +168,7 @@ export const SearchApi = async (c: Context) => {
         entity,
         page,
         offset,
+        0.5,
         timestampRange,
       ),
     ]
@@ -179,6 +186,7 @@ export const SearchApi = async (c: Context) => {
       entity,
       page,
       offset,
+      0.5,
       timestampRange,
     )
   }
diff --git a/server/bun.lockb b/server/bun.lockb
index e3d5309d059779c8cd1fb26cd0b2ad20753e5083..06a9bdc13b26508c07432ed13feb5e7114e292ff 100755
GIT binary patch
delta 70466
zcmeFac|4U}+dq8n&5ljR$dn8rlsPjSMbr){LZ!$o^Hf9|r8G!7s~ss(N}{5ap_C>x
zmkO1n(jY2LX1&MS=gGCN>$%_Ob3f1T_j%uc?)7o{uJ5tdI@Ym{b*y2Zs7((h_g@s+
zt*!ZKAkJ3k@kniC5<^LR??ultX*O%#{+hLHktH|NT)a*NuHeB?noQ01n9j3u5;Z$v
zChI5#!vruaB_PH>-akAxCX0$;BES!TToAAg+DHM$M1}^(>SNd~;8TE~Be4)r40tw)
zX@ICbHVMOo0ha(GJ(1B7zWy;W7|{!ct%(Z=@Q=oD5enVIoDak3Q0E&B!$bi`fFqsj
zK^L+O=Le$!!%6NBi0ZE-F)TPdI4n3OHpo9TQY*|K3yDbZjR?muT$duvS_2w{pmG)r
z2sMfUYmkAf0VMz<gTo_`SGGeBs9rE2>MRbvNdhhfoC-MZ2nXP3K#NH|<L%Q)M@9x}
zt%-nv+CwMs#Y)M8@2KO*K-3L}&4wYOjv@mieV`r&4Pp}_{bOWc$edBf`iJ{Ly~#jO
zy)medJo$}8s2?02Yl0~OM}`28jED%ugn**~SwMeC9vZhEoWR1cBy!{uP>Krt{MW=G
zTf(4olp>)VjW|*(6x<k#>A|p3y@+TZPWdDlKAMI_Bo0A2s^1PAb@&(%)&C4~=sV>#
z+5Rq|1oWTc8{`wZ7F2Nr!0Vs@ji>?;DJlj;9qgAO<R1Y!288>^2E%*?$`bO3NdIu3
zU<|X8BkHG<cn44%+Q&xEF+vvW14o{#ng;$y79NBQa;*{+Ae;h-3>cOtIvV!`l`KC$
zotUyo3PeX?V1<_78mu4WXoR;xj@tXgB!v5}4UX*x1ChZy6^Q|HaVO3QBSJ%c!oZu`
zl!yvm;BvHzU@)BI0vvfF#y`~0Kic0v(kB|S{t1j3gaM)cKE9}8J?_FQ#llnw>31ka
zW}H(dumliA+AcsCaY|4G5!$w(9r?oy5cxSpjc`L;TrdhW>;-VtdlVTEn`aXID<IPU
z1`xFm@`;I9heB$zIw8mfMB~l|L>;$5MT8GYl+h%HxeHJl<a~f=q5>l#IUOegNAok2
zbVtZK!h(=>KFBUiW;W4&FCe%$B``K(t$#R#RG`oL;0UPuSc~Ye9uQ6JKSO)9HZkIV
z%Kg_9i)=P1Mk8nH5Cho@i1;)x2n|e(#KZ`Wy_j!AbPQTjSiDbk0<usLwnXF_eyE5>
zE^a`Ka6D8|2%-^&#l^(>_y+lpLVbw#l%sP9R52t*=x3ni6CLf75EiPnKE}t-FBi&@
zK3xcCSl20g0g++SP@jb|8KfW}AXYmBJh2lRpt%x+3do?~aOf~J6bp&bO7IB_#eAY+
zyMdtk3I?Eh&j4YWrR*~$4BQNeJQxp%%GUxS5BP+{qj6$V=7ga<=GaWmhyr|KVzuI;
zgMXS4YvL9tM3!!{z%W=QDZec6ME>clPD`S=(h9?1b)_t~ChQCI4+}t(-2og8)EW>q
zkBtcpUITJH;Ap9-0;2KmgZ7Gm@qh||D@c8ofT%lJKv)hbLkyzca{^f@wU9v#4g<n+
zPe~=w7jQaodqA{Uv;a|zJthr~b07?M14JDg0U|weq<qw#X#X4#bzB38>gAHS0Z;*(
zgQcv34C>g1#2J97V?IFCaqoPh<DVEY6HSizZMqtZ?o13kQY$LXKh7V!2^=|!e=&ho
zz|lnCb|N^qpEF^NWO<B#SUeoC*cB*86Ilr;09Z=aFCgVR0Z~NOlie#V=R`0#4l>B|
zqALjG14ITC0iurCfWm;0ap7>>`uRu3gn|kTI}7bNkwYv|Ox}x_SrI@~|Az;mZ^<fR
zymJB3%<Gdl15gAOS&9TFgQd_&90CPM@jrKo;Fy@$Xn&uu6VNed&G-;AH+~iQ3LJGD
z93JE!9UL2@3LNRV2yuowhSspJ7+_|w#iD`vMZo63g0SBU3a5Zzd^=~69!Y@B0ChwM
zj<z)se?rmtU26OeHNF|_b0s!~F=&U@SWJ*lbR>AHAPB=?t4>J;R0LcDh(gR3kTo4L
zYLG!l2Sg#%8%TuABN8tH%7Q!}5E+sIh%Rf<fKvfil4uWz=2)M^>3|Zz1xWlIK=3X=
zWFRa)7H9Q62LW=GZ$xMW#1i%@f|$EGU_Nr`7C=<435bI05tJhrlKVLJ)060U^-{uP
zOF;=LcK}4~bODj!PeHc`;CL`gEcGTV8Q(_(LVaSP4rW9uQUyeo9tW8mpfF4qni7o|
z!jRJ>Ul$SWw=UWz@)&Sr;6YN(8;`#cP-E#sb7aToWrVtg$%H)>fXI<`NkjyAZ6tQf
zFB=H{01%C%08j?7f<>4yBZX*p4fG+0=YkxK?@}T$QKg_y9C%GCh7NI7%03XFj#z+G
z0n<U@G(eY4#LSxjq7J;F9EC;=lq1DqfJm`2pd8>!K&1FVI?<6ES?&NGqeV=C_KJWT
zHWR1^aw)XPnzs@iGN1yA#WfM@V$ims1RRB&C8>x4s0922Ig)39XaWucq7Z$xo!ACX
z!pM=q)jNpt2MI)^jC+iKC$UyI9tZEF{L|%epil$ku7IdR2|#4XxS~Cv5OvrNh&-nX
zh^C^*g9ss5&Eauj7}f%YpcwxN<!Iz*0g(sS0?q_<0c6QSMxQKL2&)uzSd9|~xa}o6
z*aD%3TrLRpQ2oe#gv(t3k-{9P&*@-4F(ropr+_>T<S@r6Ze;l!K+b?j?g0IBM)1!a
zetc)Q#E9Trl1muU1c>HR@*v^D3Q~RnIGTIOJfgmT%$m61P(N($VWQn^z^PC^l|+oh
z?nB^zRPgi=F~WL4<gzjnb4W}lF^WVl5*LtYNTM>}6lgC(;s_Xo_$Lxu0Fj|LNj%3Q
zGX*3vU_{6OZ9q}Le}5$ZyMeI&uZ`p%16f-{j8q+_5N$gVy2SRhzLY@nL}5;RVvvQ3
zXhVHoMnwA+Ksn$i0MR<n21HY}9#96*2M|U70<zqo48JDgq+5PeY3ao|GB0l!X;Xjg
zI8o|c_Gn#ii;Q9LBK5K}9}^=g0xw)#6E>^l8c)wLN!j5GxUT48Yb|$op%weguC!UW
z?OWTr;hvPU_PKcj?Rt&hzHYQ`Xj(`Alb!D!+eyi3-+RGj%X{7PpWft-O;`K;Loj}`
zqQu}HJVjIy|0Zg!INtk%tP?+<Jgn<E6MX9F-6?fbb0qbpmfG9zKW8o0%A@Ng`smWA
z!P})-Y6VH#4!hK78NK~%Z_BEelD+hlZnudd`uc_6lct>+OSU~bJ>6rWz`3faRaEK0
zA&-L@?r#0hgiXW6C7BB(7j!KX+N1Io&yZ1MU2d{T+LN<noA8at)eYZW`*jp<ZtJ*p
z=0cKVPxyYm!IvW~3#oRl_cIO~`8t>12#hT(|06J*_>9^2P4!Blfzdq;#+q%$!Zfeu
zW1hZ0rF$G6M5(Pxw%sgca&~lgLsL$_oH9?o%aJ)<yK00!<Q_dD#&4M%xTon|#gRuf
zk&lGKS-VaN?MU0&>8=w*8_qZS6n9D^=d6Z~3B^27=Dn2xecJNMA7{Vqt)2QkLhHx2
z&-K3^$(<<pkl$}Cu}p1yw`RIeyVmKRHLFvl@yUF}g{$V=s#=$7w@(A#8+)gh=3%3D
z#i-EWnNxnzps`qPx0H0plR#mYckEwzXHr~0<h%J)u!?)$EN<f0yt?1@DKq6K_NwdL
zhVqqrSR0;xsk2P1HgeYH&(>L<sa9!e`emL^i)8GT0=sBeh2tLPY4^N6!tm{Td+LhL
z-E=5B?{LPic-1lQ;gi{O|8&=yKmTgdYnJ21w^giZ<<3R7G~N%tf2~-_`+>dSS;vXH
zyZ#&;^mbh$-NSONbyDILInv=;{$}2V;r2(D@?$R47giXFcNIB=AF~}>%iHeED<>Z&
zc+KZ&MbPfLgP#};g<}s_yze^p)uVl%@WM)|X>x-*x(q~~oviilKAIK~KeWSU#>VEH
zxD7pPzD?eAvM};EqbhB~=lp8}vj@&J_7*bNQ5L%Vcqy9tfI5@4bQ3lCOGd^^e*37j
z*Y%QPn_Gk41s^RGt`Zlw3mQyH;kBx?&udrQ>QX@~t)Ueh<83-o&L^>2V#BAoXMTt8
zPm>ThKI4%`$-@Od^SjnWsaRSIikR^6E=aE0WpPJAX`_kBt%aKfe)UAxnl50AbR2xE
zx66AS&l0|E#zU;-jiXkorhldl&i*!b-s97sCwENJUeDQeXs%S~^IHFkvCT$Nl_|S<
zcAq_mzm{3gKOV-ohit3p#-p-l{nme@JX|VqI(D}A8(ddT7Y~wi;BSleov+&O@(@2O
zrz_giDpIw3&xz3-{^ru=uDlNXo1C<?|FKQWoO5=iblw?bHf)m`zP9SvnY&um^0?wO
z6MpSk@>9gebeH2n)4b0;oOXaJR7Sxt9oQ~-V4IP~qm*Xhic0+SPaxF;sQ@0OWh^91
z#V`}H4liD=!Kp)8f@>&RQ4Zt5idM8|P{SVAQZ%Q_gCZ-aD~Lxa8`Hl5TLz4Z^w8(?
zV(_sCO936K#*{={L&=KX2r?&5jlNkX6dK;G#Grc9a7{G^r3BYdwxS77!Z2H0Yn}yV
z5?-Rrpd7?MDO=H-L5fuIpl+yqe0azV2Hlnqu7Mz=;N>7p<ioo`cpijsprV>u##AAG
zJVb>-bq7#l(DL~)%o-2VGN*R%<0Ug0G&#5_n&D+C=2SO2-aV5+*^LLQfsr6aifKp(
zZ4B5PTuaHEsxN?-fVKz$yjz7q&xidS*#zCI7}J}9&E>E@1!KA-+$GI{fkVM9X~5<K
z<K?)e5!hm2d>keX2RWPxDRjIKw6K98EnvNpF})3#H82d<TWf-!)Ucwg#Xo6SQLhN$
zC8`X%B%BirPUUh9W6DxISksE012RHgl%+Af377@cpx}C-js_QNV_*V!`3htDGGNFk
ze$*AE2oIiRMR|>%oMlCyD>^<D)M_&@Vwh2y#`G#+C^o2QPHCEO@mq+OshZPcA*T;=
zm}?bd%5hvn%Zl<557x4x&xV8EmeT^oL?kd`&Z1zr$AO^{Q1CwJ=^a_dgBVQ~E)0wD
zUT}NJ6ueuTK`#b@K2+v`kTj-02WG};3P#ctBtQ{cZ!N_DSM;P)B=Bw>20aUevpGHY
zX&O^%@nBsm`Y^~)|C5mYbPKr75&ff)CIZujGJcM?M5hwIgK2`YWh9%#VS9j~iQ(gT
zp%2(%ju&j;Bu1-2fHRpXz>tSAyid`XehV1t3p7Ab@xocY7!Ol6r@KN94GV$|LS+k*
z1A`R=y*>jr;XA6V46ZqcL0=BXKAKccbkdIjLsfu*AASI1;9*MUbUnC87=fG<Wwbb8
zws@F|xllFa3_;Ed8-O#k;Vf?20=QyWAZOFFP>#?C)71`a5ip2Hm@bWJL~vnv)C^;)
z=QO<Ah(WoFYZzP6X2_#RKuar39xpLw&@X}j*@ZR`WBR1&<Bo=<O1A|@Obob!5{aKQ
zv7%oF8JbVd8lj3R;F_iks-prPV#=Uw#!s4BQCop%G3e72i3kL*su)vU74Z-=2IT;L
z(#(p|hJP}%qE1o5HO(1xSGZ!Mfr7F7jVb%^ljg8*fy@cb6jenT*R){Jos@}*q~j3W
zFqD%PR#e&yyc>!fW)O~m#pi8;2U}Xv&w~WbAU|ip3#brw5Cfb`GGgH-0wbL`!<c>n
zm@Tw}IfcOw{l#E|VyNPpRt(yDRSa{-%Ph>r9zYIl#k?>-u<2o9>~e3)EFs8Ym>RJz
zskok#F?}vDWX(>_)MNu&2#gbv^bf#vfx)m~+N9u9jx{h?v!=#$cVJq;U<J%FMjM`u
z6=f7ZX=6p5tB!ZuFz7{aS49gRszc*8U~_@N7NTZMmxB*vs8b4x0J<kIG-n(}!x2Lv
zO}od*X=$0$XKNDMJuGlo0>^=QaO#6*+8D4!C}ijhXA$Ot9@sn*@sqYzl-u|xTPwN=
zgb7-b#LgK&GS2ZrIgOvRv!aiJY$ag>SnCNRL$-4kEhQ5Vo^M5e0WxGIw1OIvppI}<
zR4N>h<GYrgh4J6_3;IDQLvzT-*$smK-)quZpll90Md*TXv?5P)b_v=tV6YfrfJaC<
zo#VvUNDj3if?*lW)WtR37}QcdJVb#(eF5Ocpi9G!fF_Xex&tsY2fWA>>UMoRWEq31
zVt|({W6+}v$n}itArAvX+XsZ9voW0tt}x-WLz}f3uq8N}l`6<B1-US1qcw(A;>0mC
z9df8XESdSn^vfjUtbOV)L%iFALAQoI1s$(on1wO*h!Gy*$)LXmArWBUVVWYGG1hpm
zjXBL5a&z!r4RhLF$ib=ZWKL~0#!Hqn=(5lc$e=5TLfUFzMx1SHALNh;oXMizGr>z%
zFz8~Y7`B|#DcTfI0z+fuoV&C^V6gGnnA7LMB->8Z+6s(}RPfnNGhEY)LDz&c*@>ea
z1>kyMum^)f8X<>zg`q-NqiLVdVQ_9x=Ud<*s~GeG5W0eJ5@&12ED7zr9L4~KW($ml
zLpK~4I2gHTjxntem2nP-Z;*p8koRdD(;vb);Wo~wf!274H-lPcjhA>cXdl6uu##-d
zsmeCErVoSWYXfo0IScpM;3Xh<0s>RK%*UKA1c9-7Tn{}InAZer0yfbHefm5MTQO0V
z0L*`ay#n@^7E5sBUn~#UUpfbYc}}!jV#m!+0sE_mN#H~GiJD%(P|OjdKMRcX1<dGf
zh$zxdU|qn--htUJnCKl?0kFSn{su<&2W2j>tjQ4py8!GjEs{)b77L6V5!8GHj2sa#
z%|+a76R^K}cm<3c5!5tvoEQ<X3}7%R5CdqZdj`y$Gg>(PsA5idNiaifF@zr4Q7}k6
z@F;M$_DP5~JK>rk4639v9ufjak2A4j!3N<0w?|;;B%g%qg&5QClVxxVf;BA$3jrbp
zLYN6Tm~Pl3`Vvggj|Ncpu)2a_fWT06b8h!^y354X6t+VbU?^DO+?Z)hO?Sb&Lm9Li
zAhh7bEVhKO1U57{y3Bx~HAUm}y&jkYTC`$UAqNwhf<}S{CiB;sWdQ3Iyar8R>!LRR
zvjzrdrmZo38h92luu|1nY$Y&`%Rm7Q9s!OLI^?hlD4NR|<xj}jLKDvQlWwwde6!HA
zG8T#i20LpC1zL#UN(#hBn|zQWn>lM!s2!L-S%(kS?kxOBI(;(40z?wouuq$47!Oj^
z6&y-nc?~dYV06x*7_f@ig5X%PF{WJr=76?2`WVVVEn**;5AlcG0=2-?J4r^AJ^riA
zz=Yp>d^gck;t)7cKnDt>%}|6GEE^+ZdIc~vlW-@2!?+t5@|Y-IzQmZu^ue%IoKxr|
z<WRpnoPZexMvMdYJi5)AahLVMwJZS`at_P~Om71)OOAFl*}T5vVF!$64-BS2$y{g~
z<P1@-7=}Txk)I&zKx)s?1Q#hWnjaB10#HX7o~fL<6oVXQMHcZw9tPz>I6DobaCD(r
z0%unO<4g$JDTNeZQ6sa^yy}hLScO*pOKA>Bkr{ul`x>OMAh|yD!mRTL5Ne@I_{<wZ
zGGwA01Uttpp%WlQW+AB(@k!X7&L0Fnc1C^R$c3807zSe}Stc;>H_5&LBljSv=@`Pz
zN`XO4ku~XSC-xbr={Lc^nL<~9c|c7rBb4}sq(X`F=<m|CAce*FkGhvZ3VXmmq(Wi;
zMe0eP3_{qZ{!#VRf04en=Tt>Y8-qkT2kf#7Cl>tQrP=>d+740_sDG<VpAkU>C7hpD
z#&jQ&!8F0qoDU4GUszI}#<Xr=*0|PUbNbv!BFKr4TG_x*Si?O=(U|rC80==Ya6OA6
z_DImBVl3ncObcr9L-*nn`^6rRav})zPHO{Zj`s$e(+y%UY#!8}jKigX77q-rc5vl8
z4>?DoFSut=V)5=^2GtT^E!^s3A>MH<3v=o%5QH=6!ywRw%CLdLTAUR}tP<j)?GFsj
zEVKmRZN`~6JS37qmx?E<a5f?8>Ug|6l0m&5k84ITXk$=jf_6o!(K@^&ib0QFH?9vI
z6s5o{IQq~&@(~!?nFt5zt|#n(bsuF+_Xft9NVH#wl>$RS%L8tCL4`&7*Jl1GiMX`E
zCI}xS_>;#^9Q46{4Y0+~jJT;c0YhO#FsY5>8=;=62|o}NqC`>SL=pN_EX;xtaPEN)
zkRxg#Pu&ByjA#SQ3<73CIW;2%z2c!i1|iu$T<w%oVRdlkCmwRP6HQ+MgXN1l2SxMK
zCKLhN3k<n|bKj-E28LE0Q8Qu_@hO8~cYu*YfOhhmVdEugLWCX!hNcnj>aaz30h_Rj
zZkRqk3^b@6zzECw>`eH9xN@46dz$cX;c7+81ZINXKhbYO&YS27Jg&NRf`PVlV5C!k
zeFa8Z4>j#GFwAel!c)M|1`c5dA9`K`gHxHD4zq0&J;PYG16xCsfzBRago(&^*4rm$
zA6ObNI9f?>QFdThzyu2f_LsMA17koL=MF)Y-idc7Gw5zRiO3~h?PLK%k;|z<zXNP8
zFwVN53uO`p5*Gk3U}(?;I|VEn7%@rmySR)OW&wk{0~yt@+BMOOPvPevw*0SRsVri1
zCf2}2?N|^y|D(1$T?nM;82)=@+T`63^mwn4IeiJ_=0F8l#ISX20S4D56?5VHkVA*X
z-x~_+WOFaTiOzR{IO4z79tE-6e-$s;^RJYMm4n!KqW1XWmV~8_y}>aI_A=6%zZHe<
z<sSEVkq~NC3q|vx6){(oeZ=e#le=Rd9<rH1e*;1kVH}~D#eVKVkL%)C&<I5?|HT4v
z)Qt?A*p>g`DsK?O8T$_piZy}wFUOAe!BM1nfZG8a=N{3e3xV{n2IDRl`vT&>=6hTZ
zXWW)K#O(;)o<jJ?05bzS;EJwhOe+HhcO`hM{51#f-pZf`=i-_f4EodD@!K!FzoDrf
z<ir77-NPWa0F442SJcLXxaKwnT`_Os6jU>&2It`=+ZZ&@!|0`5**0@pG2|RMxnC2x
zx%o(@wabE+lR?#9LXOF)HuDH{!pTKW<f<of)PnI+=0tAqM6P`zr&c&#F9LG*9DNri
za-$PD+oR*9J0NGrsrPUqCwXjKwtPHC%|C{RWI?ciz=80Er7_i@2=C5f(2|SLuzR!2
zX?G##$jQkZAI}AFa$$Qdcqc^I2{dfffC;$;oZQ}tT>C^$t$4gNVj@>Hk)xa(FI_m1
z!y#wS(f52Jr&Ka73!2ECft($u-p`4g>8Wwq#);hZ@f@AMl-QQx+7oL`wJgOo_cN%e
zrFaNHWhq_)K)l(c4nP^3LF+GrPpY^U+nl!eH0%MKToL4)Ik}&ZV{&p<XJA=za=Rf1
z0Rk=BAxG4keU_|8-E<ZY$uVPT!g50oO8*L}AfL@C{W}VS4AuZffd{rjPWpF{1~skW
zLG5e^6`Tyvza#2+9!L6jL=A0`9H-^Z#HZzo!Xu5_=8CdV$pUzI;c<iqC2kZ14yPoi
zYj^{|N&gB_&nw7sZba<^NI60tc!J?U{f2OU-cMvOK0NcF6bp?Mu3?<w^?)e-PY|h1
z;ItwT@kEj%L}n(D93d))dl)AH!W{|{5}<;Oh(JO}hi5B1NS*-?N(j+-b|3=jUm@x+
zlT-TdAb1XSunQj45Dq_1LWtyWj&Tw~WDsnYoO-YiauBvTPU1$S=LnMGzw#6~(_M%d
zB!s9GwiC`UV99fOfyK>92vM&m3Hmog@)A;x5b;waM~FBqR!-tV!oNs>Cb}FRRIvgc
zWXO4VP~t`umsK1ofym#r@St{=NI60zzd~|^NMAk4|3c^=6<mjB5<E?01#U!&Z^MH+
zzE74TL<Tp*gUX-4gVKM8sD2wfsGkmaP`lUAKPS^k;u}C@c^5pW;%9h}fxYk``8Rk_
z!#;RWLWs(Lz=Jv%fCnXnNInD)sy_@5N(d1jA(1r-8I-sYHT(k)sz`hz5Xq?^lmnFK
z6cUK!3MA)70g!8e92IH8H-12UvL1=}gM1nbdDaNze1MjKs0xFu$Bn2TYmg&H%p>ce
z-_Az~A<Ej3{J%p~Wj<LC5X}K0K!z+N3%C(=ya?n7od8k2C1kz-4w0d5WIK02)Wm~q
zhY)2wDbPPsyaE_H4}t+v2VrD|a1tW`Q9_8a=nqd&LWr_aBu10+e;YY_04Vsk8*p`i
z3{C-#4Bkx2|EI|MpEf}CQD5kfhEPI?Jh&BbG9XU!ePlT|qIztQqayTIT98=d84jW#
z%qJWED?~*{$nyUV(OIAly@>!C10oNZquxnGSxXLw`6n`eN7M%cDj>81M8Pzd)8Oxj
zR@ov_{=Y#gihn1v0~b;eLe!xvATq#><Q`->HzLt;QjQR1SCag{L!{RW>T%W|%Ak=1
z0-}N-K={H!&^Hp1d@XP^MbRWC08Ryterp`1{{?dT=QKne>;^>$vq{`TB2MC7K$H-o
zdizL@5b^yavPnEZVh$im2vPPRiHDH?QNzPz1#U$0e6nHzAexe6fYSi4lJ&U}iLSvn
zLBM-}$Wu=MIcE<b+JQR(QJO#&mjE^RNOFXzVK2%59Yj^XlJyay0el100z|*|gc3qj
zMS(<?5@b+CWk6)1Cdp?3!WX7ZaveZq&>T{3Ov+6FkwP;PEdWtH8$kHNY~dTyZwH9#
z*^}~xfUqoCm=jsBn8YQ3$P=C<dXw@sfXKiQK={JKNO=T_QGlpC0T6YV2#5?}k+_+Z
zr;~g;ASeD&1~u3Li0*NF0Z|znz9EZq0MQ0=h?E~8@hB-jLGltnRKFAu=_@1UXGwVl
ziRa1kO2kq8UxW;NVKwj#-8-(L0>Ep4$P-O~$bfr*D7abyQ3q{+C?Vto7a*$F1<1L-
zko+qkd|}^7{u>Z&)l}qvRFNMtYJl2+sG=Sq>evJjb!1AS86fItE+A^>0EpU!lROqs
z2zV+W+D~=>qAA!7r~z0Fhz3>*h!P;N{*eI5u8<Y#0a3@-kdQ>w@CI3ai<Bco8_-LV
z|Id-=|NlS%GVlMu0CfLCBYOoX1^9~`$^Tc#`oGx`nzG;IfCc~&A0%;z92i0rLsS$P
zX#J6y|1}~ln&dN{|0g03&qhK>+$fCV&kTgfQgc)a>EA(Qyfr+ioeexF{VPNr&*PN-
z9Z@@5B>&GVfd9M#C?o>}Aqtpd@Stt@1Ux8Eis3;CA>t<yfy9kSUc!+Qh&cM_j}k(}
zOA&#@g~axU1Sq2a^9tY%cmcV-3m$aBeTD~3$$wq}KmZ{}SOX#l{pS_He_jFn=M?~Y
zC4erv|C^8g(2UdWKd%6gC;syafb&iOed_wpD}evJ0=NoiEIMxg^9tZUuK@mUenLk(
z?LYPX|NRQU{D1w?pGw2cs$#5jJBL%mN6%&kM$eFOKi$&x^R~Kp@3s92uCj4;*LUBy
zT(sq^=Ucj)K-lYq$2lG~vF0<2zF(V^{PEm}&8G*tmJZ;(Rgu<_hDQpD<79e9OWPaX
zuBtA2Z+UXa_UOBm&&x%xoOWuz;W}lxlX%*)`j*J(!p(j09+?-qOmaMgmppwly>@!J
zr0}^z)ru7Bf~1)}DHZj{ou{w8n3#QQX$XDwwg(4JHC$47ajn9BZ=jr5z`p1mekWAz
zbqjCjs;+Gcpfo;@-E{zqO0-ikY`Tk&)<`dsD(idSdd|HlZR_Sl+oZzQri})dc?>0c
z|8!n8+BtdSa&PIS*zJg?n&De|@!j*yGJE51-6&&jdXX4V8)I60#sIG96l_dn43Lgz
z*Sq6YwL-XLEt4XMFSzcG2VD}v<u5TQLii^rlfEp3#{m<;>o2+EjlfhdGbv(t)Ma;k
zeVq{g6xbA8sm>i&hri-XuVYdq@khW~ff-(5Ql#+IEADv4RUteKdXT}ZYu#~^dLf*4
zgGrIY3!uM`z`SlSaqDaT_~<nzMFG#b=8ijD7s9)sy%Mf>)g2!Iw(lyFG6V0t>VB^H
z#yu)-SI?wq;lT}HVxtg#uYu{PgQAyAygTj(YlxP;IXWY7^^PxhFHnWGo}RLcdUoSt
zUELRz1^FIElZI#7)}Q{Jud#hFdE@<y2EnuuA>rV9&vf&HLlNEj_~k}vT(yzus5h<>
zkk@>}QQcLtI(<CVck#WN3)*TjRX?>aj}f@`=DCO2zGdy#gp?D<6kX~pAL!4h-Y`wI
zI9_n>{J?3m%I>uoKacqYzunp-jX!N<!k=|2HG#`+gUgzj6hr(GuvTD(x0w`UJoPrX
z><%~pm?^Gz2V8a+9B_w8F~>WBeFSEAmr1e2v+ug&2kr^szkpfcHuu1B_l5AHdrXQA
z-Un;|nA?3OWgcE|-yJW00FHmaq}bsu58QE&heCMSS0=?Cr#y7W`5y@_+S8?39OGJ&
zHuXfm$>;M9og0rIoK>8;%UAZZ<I+WvPCmk>{n}S+D)g3PJDLS{c&iK_xIDBzp!BqM
za<)bD89(%Ii;YLt0=yiQR)JEVpu>BEDp%`Ox|rV&Qd(|AnOQT{O;4#cJL2ZNN~v$X
zHH^04*as#t_QO}tb?q66w;R}<o7Dc<ouwNZP{g;*ic2XI_jv>X`dA3R`G`qz#Kj)N
z>^DPzK4wy!@p@p5z*L)=6c;?I83ObP1SqhjxY85w_EYfo6DGwCe*~-*nBh|<#T`$5
z3f_JO-UjB0>pcT+w}7{wF)1tXPGBEfgccc`8yxw5!ujVFzJotSPAg{U1Z2&&TeGl8
z;2rJWbf4^(cjJq+<^N21M(MQhz4<;xr#36gJoc;FpYHTr@wS>2^i$7q&v@b4Eih@V
zFljAJ%4*!E6(+3>Casl8@xl9m4FGd%V^Vzaf;O16=P+r{nG}EA<vC2+3n9D`SRhV$
z0h9Jp2={-%qy*#Tz^Z^rzGT85Rr|aIH?@PCfQ8{=?ck<Y;HGvaB?7Mp)(A}X6_XN$
zN4)|!b%2{*F&*KzB_|T^MmPJXgTG>$?RwqTg+=%+?ByN2FzxO90TJ;(sal&7s+J$!
z7<4w<MR>;jtQY*A20Ah7!{2_Nee$^=X=`nb=(A*8{<Soo-od2A;g34N-LJvjubGr}
zc<O6#cPF?TSOTus3GRLa?(Sq#HsGDWJ_56Q!=xnR*>Av4Z^2K%Sh&qw@Y6f+(_1Db
z74HK!0L<+jld=gfcn5y!5@Kmotv6t*w@tf~kztlG+AqBM$>$sGmqvGu&HpuB+N-{7
zIJxu-E7NGZh>YF9y9a?GtNHh{1Fh5K6^7q^QRj22<eH}R30J_n|MC8Ep+)yb{`7YJ
zs=`^f)|f^|S}DF)7rc0V@%4mulMF%EV_Q^ATxBLdRPa&jy)z5nGxehV&t$2apRa2F
z;oEyV8FzdyjaPOtDO+*MdziNmFmLaflx=u9uqt4ZADEOKxX%Zew~sJyz%p^Mk1%ha
zVBS75DOq?uuts32pO}<vJn9q7TQ|%bFdSFvhVcFj;oZ%IzYKl^tQDByXC{S>r+x;1
z_kh2F<=}cf;O}1WcMlW(DS}R5AA#BRGAW1f>|XHq7w|W*eB9;>`1>pP`wNp&fcF6#
z0Os|LNjZuad<B1hgSZ4%gu8r$xa=b~lM^_l561T$#@ENBoW#q4RRNRy&ZL}T>rr97
z1^p0W@1s(flrp@a3P$)-h~10m8NB*C3=yau572V94KLJQ|4WEn#0&f!yAN^o-$HCR
z8t_VX0S$O7aM~o`7uhb8fM@gzu`3a;W>ffpn+yoC{rP~`vda<w2wajM_+_>aKkx&C
zLhPG}Utx>UfjbNdvE%5#>)G{)4**vc0DhevB>=p5Scv@;@tbTVLEs)ELhN)w;0^3Y
zi1UvMu?;5!Z(^rT23`fc3-LQ_Jt5#hV=#Il;P=>_h)e&0@d^Wfz|Iy1-U$2`;*Z!i
zA{6(1>nSjP5#Y`2KHzM13JBapDNO29j9n;7S;lTf5}FuDS}^t!G0HM(E5<HC*oLvG
z;!wkc2Wt3>LyZ?0y8=l*@=%1?Q>RcCQrj{1nkgVTzzcP5PJucd7+YKdTEE8FAqYD$
z_BDiWFt)5D;9HCxjqn}DzKyU8V=GSue2=jc5q`kfj}d;v*qTy+pD=bB!fuTH9N}k-
ztuGDOgR!?G?8Vq`5PrefW-@?ZG4>vW-!OJJ!aj^WR~GO)#?D3f17m+j_!DC<lmq+)
zen9veV-F$h2QN$m8~`sM90V`O0}f&A<p_tt2Y~F4!Z2dV=`i9^@WFKC0}<o{kU0L~
zUj0)oE~P$8-?=tr#g)^W+&XO1T-rzWGxk+9HMf{acI=An3~FlFD6aT>(be|w>$heI
zreGJ61+i1J=c~Fs&s_bphixfJk!Hs!z$8-G^$IYF1ESE8sv-z@*iniUcM31N2?33*
zqy)tt;!vEf1a|Pjjx?Tlw`?m@bu!#OD@18ucvWTXwvuai844Yb^OF9!ERxK<()wnj
zY>!Zx?SlulyRKA~X#d{+I=pXJ)NOmEv;N*0^OHN+qvBvkmojuqXQwJdM^#gxBSRz*
zWb4fU117V#ArNABA`oVqs!-fnBHTud{TA3Uw6lRHv??vx!~d*7NXNcibNoNuep$S}
zdU^z3$Grz$2YS+lM%N8o)iu9j&~e?)aclgaECxg0STcoop&Hi~E6T0cAmKrmNWJ@7
zvql@~9k+dli#Dg8891~zd-*6!vwHOMlsIwCx~ncuzBi_iomHILo722PYKxD9_v&{!
z65{Dkt~+nyQjGp_)A7XH()PHlLn3m<z$w;-w}Ku+lOs*9jz;mla$BGwBUwECK2Ptt
zjSkbjABQiu;CcRu|68$<*|+&BHuFD<ziM~NugXNf12%qki*qa1-frr`yd&}?FR-|?
z?;`stqttw*(a7z&^Rq>Iy)Hdmv(wFX&P=0IZH`Y=hG)fHdNX_8<So5Vb|qdJt6DSl
z&GZm1gQsxo<v+AI<z(ij$g`IO|LpDzxWI}MYG(fw>7V(F-kZ|Admkk^UhwIn_5ByW
z(k)xN*J4}oN|w4ve%Qiuflr^M-_BaXrC5Sn@e0kA8&!OgyF`8u-+atCb$#x-EtRLP
z7w24IU3fmd(DoYZhvm|&qK?^PJmn7M?-~~|;yz_Wew@Y9lo`D^7suvq<5DcityoiC
zn17vmlw*sDepJO*<uR)%zh5?Yp0MBcLDy7b@uU5A(TAUJrG2q;3>coZtKYiXf6<op
zfgd9y8(TIR>m+TWaOs`Otyg0Ekt`nx)@7qw`$O7~%S)S#d+!^mUHN@+bMHXc1;^9J
z4;mHsrYYV{3o*&Ho3ZZGkEOY^_J>891rC;TE5a6)6mTh);#Pcl$A-n0uD^oJT3E9;
z*D}ret!uyXoYi@=cZIF%I=<n_hoUqcr-Wh2GY(ac?PO((E#F*c=Ue%!!0Cg=GP}y5
zOUTOcn2_dHtjb=Oa?^(5s<QC@*4Sr3zh(wKJh#&3t&mk@@m=v1FZWYNY100tw{QH(
z|DK+`dV7Oawsu))2p0Re-umd?$GI(BdS%A-q94NX9((g<Akd#3y$Tmh&y2a4Y*we!
z7NbYWTX_2Jd+LlSQmQZ4R;Is_TJ>S@C~HTxVrcN(hYDxk7}jc9wy#WIz8EPRH&}LD
zG14piNiE1V(D#S|Mt!W17H^PX#+aWr(C{1!v=x(B7O4}`@sssz9`%#Ff{bki9w+pi
zSAXcWy??dnTeZTo15?^i<c=$r<5ry7V<LO=&D~b{f@viOXWms%R9kgx9)5Cb_H0jy
z+0TAYRt<07|2Ab)<(4xBJ#}A0HjOU7z&;$iyFQ_H&PdXmrjvi^Wnt)p#dzWs>3L@=
zdXT5(SLM^}S+>jR^0ydcv5|LIo?%FRcVarK@;ouseOtX<W&UELPmPrl?^f_@1=|)s
zm9(=>z3jg}ea&BrCw@^D>E^YRP3-=j^m*@|;!oZub(Cu63@%L(PHE^o!<xijm9bi*
zM4Zl6K3$!%KwyNv@#PYcY<=~OTPA-vZI=8yYyX=)O!Ql~<DQt#ZE%6=kKoXg{PpiF
zwC-IJleJj)Q}e26?vKwV1EL=0a+{il3opd?&zm#J`^qj}&o}+_k8`eWG3!~7AzvPG
zbD-Xd7yS<CxMBrv#gnILiTTDy6+G-8IG)k6nJ2IGNv>F>RBQXIr~P!z%1e29bo{bJ
zKxp(P_bunewwir?(7vr~#_5)-3r4!GQ*#z`=~d*`%f|?)$-A&%*#mi7oBo^DtQe8p
z>C<)WRykO-I%rv!n$HO+H{COD)m!E6;$wU#Dnq7kVMfVxtQwozxav$&^XOvkJzj}h
zaWgfFCHCtY&qdh_U#vbXb#nT6;>(V=u2iq`j5!N74JBQX>rX2V?Q5K+^mSD-^V5;Z
z#_A!}^{nehuRZx$JxrU#y~itaE4JBwu4qKK<J*2#+=IdVvTQ+xpo%}@ajIVae#%aE
zi~CK^N-a$k)AV~A-Xs@qb^5_dI>Rslr!`o9wXnSCviJ;_CuVT#T@e}89mw*t(<|G%
zN8Ie!ys>57nWoN`*3J3}?tY$6ujx3dA1=$Fn`ycGr{iiZm7d#g7icsZ9Q(5DLA$fS
zs};>$idDE3FQ~KVJ$7H<idPwp`F)R`xuH++kE4Dau1gOqWps!v-H@_Pbpu;I+WYwm
zqd-=9>-U;C<sid3+gzBs&Zpz<Og7f%Qmo3Y*gL_Ke|nLgslSK$5{sli{;@qfZk&Jo
znb-Z)uM1|E&UeW?5WZfd_{?p6i}1yog!afW_WFK&)3JDu1#MzZx6X5agh$he66coy
zcuSO9{z%)3F4>D6PS2Pkmw4~nPu?H5otE`%_)&D`vDVfoqqf&WeA=gn8heed3g}Di
zzZQMQiN#zlk)HeV^SU$ETn3|m6n#ALuJQQM+yC9N=FYL|*QIwnds@Pm&?0t}PWmOD
ztYoiGf0gVrT_o<ww*|+iY;w7E->v2VORDnPdxepTB+FAf?FA=~u}9_MKSTJVWIt>E
zmYpt&lMmcbAJy>C^gr9@ymfMZ{pXIceNh?hS_hm2e^#GeA$dCc@e=vx)cx9$snl0n
z^uy}0z>>8BF<j=MUyC14yzBe7e`+ukyS4-V!M%&$riWhLq0@Q9p*Z}uK-<Wg=NkKY
z6Rs&LTIb7j&fi;oBsyblO!OkL&f*ilRzBJKYU$G+4>@+(bTIGt*Pg?Qr+gy^JzwzJ
zCN)e+z2L3deI(p&QJgZrwzyKwkk_>~TBd2!8Cy-G>3DPXjn}$6L+YNe=kxN`&U=z~
zgv-2H+~$dX8$7jw-MDhWG0i)9GY#_+x?l0+el)TvxXPaa|5}h@O7G%rPv_2)(JQ9j
z-6mypQ##4gE9lH0Ej`g6(i!39y)kSr1&TD@+s|~=;?~>!!REzg^NvcMQN<p0O5@MP
z*;Z#mVjlj{qe(XVX3rH~Q{m7%JI7O{#qrJDvZxo4^sbDnsn=zSW;<O?qnw#7$re(C
zQJW3i9A?DnB<eiuNm*(ie*c#CrCvjejeT!kZJMcYq`KJKDbjwAxR+e5y3M=C5|x?l
zA3i9k9}L`*#P-o%L3Mn|HEJDh>yi(y*z%(B=PrvIb1LdPdJ26*Qf<0gFXvUXvH8{W
zAJ1}Py*io@mL#JqQBhi(x$TzdGUg|98JP=<zU)$I`dL{$lYJSP=a+dWpQiIZW=q)Q
z>%Z<5P7W_ClsfID=G^sJe46yf<2M^RTMd8T*4{YeDlPP-P`WxKDoo~b(Po;Lg5HpQ
zpH3Z@d3xODy{*ZLmY92c{@ms$pX?N+(<2gZMe8LpepwIYhExsZG+S+<86@?+lsRtG
zWS0D1MKE9TL&}ZGuVilzuAXOtpSa`C4pRd2M);D3qJ`bh`wxG~e<HQ;hU?C>5KZwd
za`LjyG4f4f!y|5Tq8pyAKcM<bWm@04>VxuGEvEa!SGhWFly$SLHS^;#&w$&!-_Od`
zb=JR@Eq3&{F=*RgMERK)@9*?|O8u~KKxy8fd{5HB@?i5QndQbGo|NrnPs@rd=y+WH
z-0P-YnU3A>{+|(Sd1Wx~Qc8j6)A=vUD;@6IUdp;Ut8<xJtN-bfOKUH_IKA?$(*jwO
zmnx&ylY-~A%y%EDTXd7RGN9RXa;)a*&2`JoOx%e-CLvx!8*-Z`do@jI_l>bbZ~9O5
zikEKeedsEa`0}gqo>@t{7SXbHCQF8!3p~;v$(%AbS$EQKft$sq_IagGmfiH9wB_(Z
zuSvgM+4qon%~V=G&%Q%8ip%ERUSaFr^IZ61hi0&N(vVlc?_9s9W46svWeMLNE^6F;
zop;oe{_Au6Cx6CDvuP<$GT-{O++5G)J!5Y3X6dB58~pgbXUKB0eesiJ&m7;+m^IoF
zeOIUaU8Ropc1Jmvn7Oe7K{Cui!R^w!o;53sew0<M<F9$z-n;1R<*2Dc?Bp3>o?F_;
z-5Q}q)7;D|Y(mYmQw(!o=^Rhy=W(hSp(-r)I{dsLr6+5i_^JJ^n`XJ>8M<xw^!CWf
zj`D4MFO#~LF<iMP*Oc2lKGTzKcT9FWrYWpi>pAi%%W!_WkC^J<iB-XGn97Ik_Rapa
z*6e*mwv2Q}ZLa>p(a&j#d>>wEzpX1eyh7<!zt+<<ww4N*_e$R4(CE|aaYZk`*PTk#
z9b2NzzUScVo7=m6ag!a-S-XR)`gbNate&;fW}Tmpz@iiNIqf{s<-2r-7o;sXDlqhd
z%X{YB=FytF0yTcd@9WaJtT^YiY;^8^CDDxu&y5~9-wJV+U(WAxs&RLg$|0FwzZ|62
zol#E?et{iGoWH>KblJfOkL1Y2FYI<?p0a-LW4?7d8C|9WMK|4=w+#-odOl75p*UH~
z#CA`mx>0bh^)l^IDZ%!gZl1?(m3tcM46~D#rTl4pl~}fVg($j3jo+wH9F8a6^rKG?
zx~MRpdtXX?IO5fE=c9M@TggYkmoI;(ESxRVoWr;^=_kW_G3(e`jAv+SteKqQ@udp6
z!Iw6~@Gtw|u!zqceke<UUsV<bjpKhEg_QIDGO44TZxy;DcVef)8nqFDw#x0E+G*BS
zH4PH^MN+doy^d)u*robHtIxAi#%7B_+xtvM{;EykA`0pAZZCZF5&eM^eDNc_@Ist(
zA|t&RZ=IUZlcLdsUpr;zhF#vGF`&33E!zE>3Z<iE`2n6<kA{WImnh|I?wD>N9>%wK
z*68`mnF((~r{C+a-{@v%uu_uAQOwKv?P_aoPk2>38TKZ;k{5nqo}R2LXOkk;dcfm=
z-mB#r8c)u#ET?};PF?y|a+lE;r$Z9<!aA3CHM{D~y;=CREc8<Tt1B;Ug$awP$YL9A
z#kG~^x;Ly@pgzeVa7N(aH3v_faXMG-u=&zxtGerLWoc)JkGmC?9@1CX9VEOAd)A^Y
zqy2i6CoJ)C;0@v3;#c=^Ji#JeJeOPXPldAJd>;1fl6!k+7QE3Ba%Huy;tg#$xw65^
z@aYQNoE~8+u}kvnpUac15BJ8NHSs<mWECD$W3N|~d}ZN>%u>Q&^t<ky-(ExBMTz%T
zRCeEv9G~y=b9}$%t~eoCw5^<VW$6gdh1&~7UatJ}XrsG(K(Y6fcdJW7=z>oc6&7l>
zEHAxKe!^hY;ANl8uC2tUTVn2PxeeC$KR$1LmSpZvrO#u${E~W?+Zwe6*1H?;Tp4Is
zE)sJ8{04Xa<j*fI^yL4JyfwohcSUo1p0To8#90Z}GJHQH%9mp?l@n}s+=|os;oV(|
z$xla$iB;hrEB*LB3H=b((7g4(>kq%47j4e}ZFqLBnSk!(0qw`nm+9;}q&6sV=DXti
z<HZ(}a^fyN=jbJZ82$urBJr*&zZ*!|E&JV@)wcShovMNZ-`k`Sr{R=$+oTguc++;C
zH>mX2_8qd&FPpAMbMP&1dZPGnaZZ$UfXnq|)!`=(J>w`QJYmnR*wgCJXrrd)0)Zwq
zwURAKcM_u-s-u4YT9qYvWkt$;iCdBjZD!f`nCFb1{vPrDZI3-`!=(d1b)~Ft?%tAf
zx61u7aeE`8*nwNI3qxaQ_Mg^`TGui4*_!!0Px;>OF%#z3Rkt}EG*X+Vy14J4vM=5k
zeLg~D@sH}vZtu(HMvq0Kg6kJ#btY=?qn8};#R=jCTzXl&cgCFQ9mlOwQpT=d*Yvvl
zdD)m?%f?IJbP}}s&mCWP@0&OtG+47|C^^nKK>J7K+qQSJwhntv{dO?o)}${hW0!Yw
z6ca8U|6@i@u&LaP7~m0W^xb;C*F{2l+npbjipf74Ql^$Mb|0~Gb5@U=!dhCY%F=KY
zH$SN0wx^!mSvr+6JA|Hg&3z}uFH-sjM=?K^0@~2p9#6c^8?(ZfJa-n{H*@6M$c3#B
z`#rO#4VJY(K2YEC&F{E<ZLi^s!NB7WcQ5jCINc``TCO8Jd&z?OnvYWwJ#^cCr;>m0
z$XOkW&>OMw#LH589+S}+vslR6Z{DrelEfu)al!o6lQMp6(s{e*jEqE-!=&1y7vubn
z2-A+s9qMKZx|Q4<T9ebVf8$VzL#S9A$6$;<1r$1R8?3+I>ga=!Jyx5elOpTR4Fu~i
zSt0T~u);xRx-5<L-Y-zt=Ii&sp=Xw(OCu|9Ps({REHj`eoo<4w3+t)1=5=2s|1^`c
zWum_e9Z$T4yX(xHf^8of)C^T(VX|j>gRb4V^fuyZ#23xW&gQ>0gH^=7Hth<09%}b&
zc1y{;*1c=9M(!tce@u8ahp86YjQ%zhK9Lj4&Y4@W>YU0%_YnVzs9oQ4sf&C9yhAL-
zj^7fjD_*ikdBaHVmUyb);2O1lF`<>+0_*#uzMlS-G?&lG>t(K@Z098p8+3(4>d?>S
z(MR*~#CzLr>g&q+K@AeWS6sdzH}X#H5leTnLc)o;DzTxPe2ynfy%L!h>Xzja_G*Lb
zb-hV*w}uG2{+ZtFAiE@TmBhCNZudEgiJO)Sx8mK_0dm(WN?tAq_*0Quu6*!Kn(SlE
zr{6BL-Z5tGe6uP*;NYE#Bb7gOV=`S!HHM#SY+}W_6=oZ~lI80Wal97dxRo6?8xG@$
z$>(+btGmjpo-QwM&~z$)a!9uD+sf}&8@KAF8c`)~wJ%Y$zENe#zw%b|9fP)#b9<7M
zSC_wI&wnV|`ue+a{T(jzmU5f-tnyX0ow9Vu_dN<}>!rfqZLKxQQ_fQt^_~B+$2+@0
zJIXbwE_X|b%$_}eb{*4vcxSQc`)Q{O3_6d$>>3rQbb9uhEw2UURmeVF%S$UXZM#ys
z=<WOy4JpTt7>p$!)E#A?61_8ZEbm<T)EoN`3XbTyt*E&;Wm;rSgX7A~u2lyM#BvPI
z-A+KSe8=w!ZrtXni2TXsm#M5h@FSt_rd8R>95uCdll1hK4(J?tE}#9o$IpBFjTf^o
z%T&<wv_(%`Km5m2aZFskslVJ=R4*_r;rbHxJ!D>jYly%vfB)LEFGKErPSi1+VZB~x
zVarKb`|po@|HNNk)Hg5xm#>A~KD(h0K~<|BxLl<iUD1+!r)cDRhj0*ewI`Q(?%d|Z
z_SC%;+}~by*6@P8@>`iAW5u0ocPt%F)fqk*m7Q!FfBk4f$Lp{9GRqFzu<Y}hcQzMn
zH$9aa)%(oSjCay1Y_>H!SsTo=6QeR3hqr(2i^vu5xkHoJ43=o?$r_6{b$z5!XJC~(
zb2ZJb!!RJnOepfhEy35>!tC3lPD!0V6gzI&(+gD5XX$b8AydZ_Z{M;G&%Qfhm$W<H
zCYqcQ*5B>ryiLkNxBk~PzqX3RT!ru$DgV3|4Kh!^o+{WTaG=AnL8u~&@$}x?%SU>C
z-#uhv#n#dR^9sUF4fJ^R+_W7PF(12LPZ!L$`K48{{nngTYNN37ievqk@2(b6rYI-O
zdYKpKdjIaK!z!&xQbP2cGMVHz!A50V=Apmw9#6asY*Oc*SJf(hns@X28`L}kBQ-}G
zpG`>@yj8Wa?$uy*?Uc?$sp;i1OC02?v`3Ohg+|nS-ifYl+C$T?DOMjUtz)-?d2BZ|
z_|b|NyFd+o)^b1>eyrlC3WC*aG4w+q2R#t9!%ulAKI|M-5DXx}D5~Mh9z;!w^+Dh@
z69oS3lQTi!VE_Ulbr1xyJ=H<LKL-Stksz2&*8o8k5`<}hU@f~E34#nkAg>96Fm|ve
z2&9cba1RM0*fO&~&<Fz7lFS{f&J#g>hr_L_WNatfT7@1<D?W7UPim-mNH%@5^6p(_
z%iJaIC@-$q{lrJDMfvWxteB%I?va+ZlT;qtje2o8GK$-gwgDxNojpu#g7Z9zci(?I
zDEM7<=HQ7B4PGk>jlV0hGj3lBcF7${mC;&syMB24o>TKfmx}6CI?a54{LiP|UvIbe
zv%`$Rk)!kBhhgZLA5XjyJ+H#PrzJ~y&)NMhFS0lyrgkd(fc2{!x#NOUrc4XD+Hh92
zt2}aZ&5XA7)lJ%YvRyA8Bt9z2^Dflgu;c35n@8F5CJ;Zr40eCLVpx8#J)Y-MzT9C=
zt+B?n?|e7<6+WEfdt{ki@zpDhZ*$c}pIwc7U?=sqX0cv+lV$M|^|=S83T`Z0x3Y$7
z*m2y}l^<7<y5(t<HqYt1jablhS_5@c&zTd8*@GYAUd+f|8nb5a-n``dM`V&4;|rDz
z%$@96>aW-Fd%?add83b4-0qHIv+p7E9=%^L$9{Bo`}Av%dh3tt!&C`&&-Q*dpswMb
z+V3c;tC)T9g5##{=p++qT5kAB8G32_c8U3xUzq_LL}JtVx!>lk<2G-NQ-HQuZ&Jq8
zwy^y+`}S<g(bn6&FMPo6fc9tiG~qUZ6aLR`NDS_l$(uPzm-hR?AJMGH<n%2<nRvkp
zjXHb&RaWd|Q!r1UuS3B1LQZ2)L)(ngFF#JV+j>i{?Os99&Wjc$J?_4hDcDuTw+UYw
z1V`ULoU)9UHpfE#^@AnP3SzP{CD@q@bGf{iz-?aQdf#;d>qXA84^n$YN?$}8$Q?b?
z{Aq1?)sX{lpZ3KZ-D&1Ob*~sjMo4USgS2F8g?s|fv#*EiSg&r~Ys9V{dZWYEG6VBg
zpWgcGc)@S!(%I)v$o4$)xlnVtNqg#}&4Z`sMMigJWVP-uJSDr+XZzJbugZbfrNs%;
zJ{q~4>fef=y=gBo`2qUiI=**p;5M(`*?e0-5dEU&89{@yAI^&IC>c~W%F(1u@y<JY
ziT7b<@<HqPls9W-p4{}k8OUR^>74xexEmVgl<TRXKCa$x&cw6Zk$GP)<%g<0)Nj>t
z)^Peg%a-!o*-KNgJ#WzlXKQhp^Kp(sT1G|gmlZb~+1bBcy<>6BW7DQWg-07QEt|i6
z36S5#?Y(4f^A<TxJI=7&iQ9~&e&5<J=IS8iUm~(rYJFYHwmI_pvNN6NuCY63TghxO
zcv@~H`pq>U>#A3Kx#z{JonOV$oO>40*qP>F-bPjaHB`m<22<}Rm}OMNbnLm{E3rdC
zzn<sk-0sC|HGWzo#Xs0MXwGnUt=m&Po$5Pd_2fh6zKEMwcNk0FDNH9W`^2pS?n@Ji
zxBXaM(&(j{n!793;F)#jek%oCFTVdh`L5)^iS+>=;zw=;%vx7@+($-Z?b5=FW3q=`
zjxD|(+`o0dRFCZ9YpZ_ERAF0MfO*UP?2Dg9<|pvKsyOzfRv^klgg3lUOLxAY#{pBX
zTQ(ncXGU4vwrIHB-20-)@ov|tXQ$5Ja5T;<lh|~l*11L-nKVARsodth#C>T$_8+%;
z?=#S%61m=4%Bsgna9P>!h{-p;gk6$;H9Bx__1B^XnT>9;3l=DuRh=yT_9OAn%GEy@
zvDQfs4d$t{dy#q5m9N&hYo=f7teKJf@KWBzJ^XBCgNHwbyV~yV_p_?LF!}8XXXVI^
z9V(NuM?&#qMxB{6JH7`*3PrqEQaaF?fd2W5ar4kmJ;oF7J$F~pCmQi>qnS1HekrEU
z%F11+cE;|C%?)Pcuk5|{uB}Ip*UML^%j~H1D|MYSI!%Uc5nC_1e7^6?{Z`7<w7Ij{
zhb+Oo?|w^neJgXd9T~b5ad3{KoxGC58eezon`WU>j0*7_eY)7-wMic}d{R@+s*haE
z3|aTi=KZA31Qn}Kg*kM=o9JEfxOwT^=55xYbswt_?|d|4xI|c>WJh7FeQKE)Td@r9
zl%(HH{~r3X>B%C$6EgNom#8R*cDWT9%nW}#H>L$Qdu!jcPmbT5?Z^Q0j&`~1z%E47
zkB$1cJvQ3B$hU0us(o{Y;=@#U@AvAapI=q%Xrq5hr0ry3o5#hd@_n(VD)*f6o@;$o
z`grdnU-Bb25qsz#9vM%(bkFN=Lk@^UFHA9Y$jRSm#@bn&{o~Y&Z7IL+#=W-fyI0<~
zBtCmITc$ncN|Q^}aI)69oOvU`%txIL3#S@4JaI~8k0SG$6*bn!rIu`+zBg+73xDOy
zd3!d$v<o#@n<_@x?^4jUc8<ux*MF4dN0e75rfolN)ZrWS<vU}4is2-`c+mr!JU?)G
zZyUFHu}M6+wJu|xBQAQMg0`HooBc}JX`|2H`t#MduNq#ITbr0Ccv3(`Lgv!Tdq*OJ
zw>w>A(PUMI{qyd&gbCb}TsvElU1kO51-8}nsJ^)y;`>dBMTr=$N<3gB@8%VA;-^4D
zXa9-iS92dGG<RMLpHdc69QJaOZJUa2MKh)8xOCBs%#}xf+<4Dr-VSc_QhvQuw9~p?
z=|8LCkIn5bh6%N&-VJV%yH)$b|8sPY%J2Bz9-B`u9A&Nz#81mOf2CsO%EPM;OtTqK
zj;b%b5zD?h#P+fV^YqHtf|W~t6>a$XLDgYpk=ud?{?aGnMK{o@4`ehSI`ew##X*@l
zxgu8f^6iu7<|##6MpkW5d*A4sbX<&Y&+!EG)1&d&%j7n1syuJojPyaBtd`fMDW!$H
z+pb<rG>SN;(!1$oTbO8r|A%Db)%x!?$!OS2J6s!lWA<zHoNli-PyDx+IZe%a<Wh2;
zEo1}cZIP7OD|w(sA?))^EV3hZWzUwcM=E(N^!yLV(wE*{v#+GYIb3(S`81#EfZjZD
z(QWx>+s(B7N@a?+Rqpo~kUz&|UKY1`XIn2$zHEh`wwm30^~K?xLt)p19@V&4ZueMc
zoguntafkRT@ryy%J7uoLyurP#*7{}|fAuQJa=lsDk#>rIzVKyh_GM%qd+3mI{H9aO
zg6}5=B>oxu;HRE@%`q_A&uLY3nQ3g>s?14Lr+I0ukCY<+-0d;o?>~R>QeAOIEhRC3
z>gH>FL)@oEHn(}oe6PPRIo<xmEql)9gB_wp`*hUj<$m?JzWV=Z@2vx(+SdQ!nKht-
ziYO>Gim0F>-I!otBiJ4lsX<Um%63pOFtA+)wjR3!yE~5E-QC^4&$IU)W>m&|&%Niq
z?>}G8`MCC8PpoG>tJmIp&B((IjvQ)NsngX)#jn+VZe@Pp&DyO^>y~k-y0X&2abpM8
zt>+)s=3385lXya1nCIF$u${-Nel1Kosn-wP-EZN&T<`jGmm8g{w{q_wZrAR3p~vn6
zn|WRhtCF?v!RD@=N?ug9-%+Mcr>)gxd+HirFMM6cdlPicd-_*Pi*{$L1)8jVn&toP
z-M2aE@2|YD|JeHMRUi4|7gbl8*9uB8JJZ@K#wmN>U56o^x>WI=5%TA>w!@EQ&pt7z
z$B}ouY(2~)&-!2<IZ0RX(nf>pq{nxyo_*MN>)uIOl`1yc(mQ&6;G{WD>#LMC?^tz1
zk!|tWoiDApxP42=z6g(NIn%49#Sdy6-r4fPp<^$O=kR0Ds}8QPYL~%_5Z}RhhLc}5
znAo8Dif4Zfxvt3gGyaxy^Y!<hU0yP&)tf^;vzwj?svhc8VpHckcAhIs-mwm_@lKfA
z-7!-q+g#T=Kh=ZhCiTabi>vLB`($2f+w;3Sc0X+B(|luP=ULAuG_N>n!LxDE&+l73
zj9_PqH7<Yg{inAht0vakw6N#oG0#p$_MgN1*N1rnFV8T4{~^%af1%%JW#eZL+BXSu
zS#S9AyLE7T^}KbCm8P$3dAF@)#b689(U&*h-&g;^<!i6r4R3FYHGE9dKX&OptC^~6
zUbC5tRIYg|RnKldoV5CB`<i9<EbZAZD5zf5J&&Kaiu%?vK27m9b+e(>u@PCbTFO(e
z_6|N+l*c!!ba{2rI<uYE>^;q$8^FAInTz~#7KO(c-S&QPeMrqNmpzL=ePHcBY|x%U
z*%Q3RjC|^o^=;TOGnd}xDQhk^RA)U%abKJ?^z+$a@^*Jms1Bdh@!oV@^SWMhiJ9SS
zIem4;v0J8v0vD-#>N*TmezQD$>dcrzZ4W#$?=!sas;v_(r}uxgaB#6gvC$hpjZcvA
zrBmwlxt49!s4&0MKyKBnUd(QpL7!u(ZPrbxFkqke!zqWY7bbtHIWu`)c!eTcGX7X~
zde|eArw%h$W>4uBvBYA{f_Bw!I5=Kic50(zKw1Z%4?5P(;QrOI;+hhKCD@GWSc1*s
z?k<RE)DRJGDPj%}tbvFR6tSQNBIfaz6tSog7HN~JEbiu*w<6-k#*Dmx&|VQcM_p|h
zynIaT((YCE^jVPAwsx-h1dET4YaAODYS3b3$rGJS`c)pczGb@4AGf-U%-Lk1W61(t
zKb2kMkr@ARg<1ILnoUO92h4om?Ak}qQNg(>Yx-PnG{$weMe?}H>#yFl%C#CW{<K>~
z=Zxmh?;Kt?J#>e;(Zw?@vJBFA^TsH~hQ3=~W^XE7?o#_B_oAE6bxmn8FS58-`Axo;
zj<mDwXI(t#<mA;UZ9-eV>OL%_%BYLM7Nu*?z347~wolO`_DJkV-ATnlUGseMq8&^Y
z`3IeE*zM~dFOT1D!Cb4IYH`45zzp@M?{R&)M{W0fFl=6;)wos5v+X+j-Fw?->zLEw
z3l|#>U;nD^xfxTw@~>o`kMTR3TGqXfKg)Pz9Q*XivTGTQvkl7iY`?D4ooXKxttz?I
z^V>LN`OFH{+-p}GR&v0&ZE5e%c8T4*_<Q8p=)C%UALw{*v95V5oSyD;vz@W4<@-uy
zl1p{z7i*Ha*|_nFygzN1?u+c<7&cI8G`ZBvgI311x)t9SGo$Ollvllzt9F`{^O0W~
z5f}J*IbYsHZrN<ag+SjnZRJ&6W!bSur_P)?`?*h#&KWySsgj-UAD?HO+;Fh-(@v{*
z8jhRfRpr|HsfB~)b?#Je{dmXw^U4hAom#G#j(JPDQ60R#xr|33P}3%d=FcFv^5*^}
z7XO*hvF;Q9;Y-R@u4kmKwP@`c<(2TL>UICBeQsrZtze%~S=XynH2m`J@P!6{BwEg}
z+FYab_E)p+y}PlfyiO`BboG|Xu-NC%ysDgTW_j)#Ur_(^hhUou?|c`}E~j2n*Yl|2
z`mOyN`kt|j2)yt4u94%h@h9Jy?cTM0PUfr&J-7Mf%<UDYqnKXD(fk>Ng*>c(QPH|b
z@3&uTIK;WI%Jp}Azjw|2)0gpI?v=H_{^aq3`E7@Mul%Y_>w}78O9yn=?6FmTxLWw}
zZP%XNOz&==t^4}sDqY1#<}{U;PanQuMZ@W>M@;aTxBYTn<N7>xq4DOcmz8yF6Ro!|
zZ<saZcCE67%ayACkYyk3vM-|Nq}N9}9egvYZ~sXpbPQgttGE2n?*11pM|D4Z^i_+M
z@)~8-14D`o-s`%+G1PLaQ_$RY<);lEkul)i1m9`lj(40bowsKXQ!9HGYB6Hr#Z`_L
z<721?)68$y=qjFZ!e~umV*A&J8ccI@S`v7^#>n%VCr?r(6q)d$;+KVmnyjzYyxs`6
z^MxK}giap%;Be9!qh)8#KKQ1#?K->fh^Mulzt&MqvlPvr!QEq4*^7!b`#5<-n`8ao
z^GX#S6lwPLncsqP+fLZW+g^y7(A~xP==G63w{>4|es7<CXBy@`+uLAB{|?E4tAmfW
zYELh_X$)SctM_x&om&GZtBaTGP^nY+!eX97KZab5u2HDn<j%p_yT`j-x9eVF*wj*L
z|D>H4i?+==zG~aJZ4DcT4ZLRDt=!_2rpqe6(owu#SMiq}720lDFe5|tsgXmldeJ^*
z^O+W<?DD>?>^$i7()}%0tlJY*Ec?{+y_1_i``pjg_RPW}@<HX6&bY95i<xQGb_*}v
z;dTQ*Sr=_3k5{dSU?U$$!6tqYftt2=G=ByQJH~xlYp$MLJYe&e<*j2(6bV&gin`Vv
zl(GEqC8gWe4lmyvJlU&rydt~H^nPvEnud5jcpq>*VC!DT!fuB?oE}g6FB&gx(bbzb
zppf4edCb1gM<Z@$d*5^GG38p|(WkF&)myGMTGHHP*6BBLyVJ#jTR)!|Zj|xBtnc<k
zO~3A`u%_F*;s^K5dpF-+_g&Pjx{7OL?g$+?d(jd3;Dlyw#tkxx&3RG!<Ku%NL-Jz1
zI*e=M7TY9w>h%)CZZ1zYc>BSoYMQrtTGE1-^DZ6ix$D-!w}(#Xww!IciXT^O7PTaA
zZ_4GhUEh6h89MZJwb6dg=9XhBO&byW>PfTVs^&H~Z|&YXKQ7PC*P(l(zxJQrQ{hpG
zex{{gT(@YwQx&7*33`V{^Jj44Sh<`>lV8~#>*4-Rl{V#_I%)XR(bX4ssQ9S)^Ztgl
zI?q;ri#}6S*~RM9Wc+yE$_*8s_na*=zf$X1#e?rVZL{B4O-Jz#UB%fp-E+=c#>Luf
zzq}#k#mx$P&UGHQa+q_&K~4Q09~)(A)++Uc`R;blO*VL52&^1@s`23sf29SUU9KMS
zdQlz6I`&PCbrkQ^RXnW0<QNlEw~dDFD!A5Nwefm&JlrZXxWgFFcJ_Y`FL67$-)Fg9
zvHE_Cqf@tb^i4NWF16j~TK<e`T(6WxW#5nbOfy_fo!F(T*Z9H+rE8Pwd1={=>wGxz
z{{EcDzICrJDIeU$C@5s;Y{TGsJ)SvqtHN8|+@c;eBdBVt52yQ{ImEj4A7XT_|9}U^
z7jya3mbCrc5EF<!d`?4D>An0T1^aktBLw^TVhRp$d1C|zc?Sv(@zoR@=0;5r9N`fZ
z9OauRIL1phMerAoqu@B-MZpPf)eON&-h+Zu{164Fxm|MvXLxT4&hnEKoa0r45uE1(
zDY(EdQgD&Gw?J@-XH#&Q-=yFQ_YXmEm5-y~8h=Q^bsiXs;0B*c!A<^>f?K?CO9Z$1
z918C6j}+YHp{)?y<BKV{&*iNVJm4KDc*s{%@Q53=LGYMIQ1FCrqTnen*%rYw9!J4*
zzKenv+^QXdm%IlBulOMfUUR$l2;T7C6ujjpDR{@Lc0ll+52WA&zevGH?*0dYPduA~
z&-^9@U$}oq1Yh|$3cm4&6ny7_o#c3Vgz;&e@P&$;O*nk5En|!~>5N+i<8vuAVEhw>
zhK#oiLs*FMB@`BBoOMB1gz-NpG-7-Wg~p5<ha)V?cx1SI5M1lrU2ZcuLLMNWk{1{u
zw^86XBMkC(M#*thKd$)f-g3W%$tiNV_8*R0FNhe(ujE0xoyb@|MUH)8Pn;8&hu<i*
zk(0D>w^Zle5ef0KP`|tZsq(sp6Wna8kR+=gn&;A8K0pxlnumIhGf^_5;^SPp;fq5$
z#-N}$IxH0DvkH89yVB&9@>4eD7kbNM%T<LiDGJRHe_)&xrFV^wi|O4hH7_GCtdIPa
z0hvIy6_4qa9FdZ$O8GVh%w+R>!DgO3P(INxEEfkSQsiwh^2K0z5pAR=6LJ?Bmz1DF
z63>_A)gCI(3e&o%peu6QprW%2kx?>PE=uCq9eFMFx9{Q~MIIL#zj%(6=APIIbj}C;
z(aMJI=}4tw6oJ3fk{rFLLT}g5-x-O|5ZC1?0)Num7Q#7ImBc8u?7SpQ31~j_zaYiY
zv3qnBBmG^J6w-m0<D|ID5+9vtGhd1mU(poLoxCSzR(4h5BZFt-n*Oc{`taTWo&Wf!
z6nR5pq=Sm>C1LT+2=Qp%%2M1diH~xdgKP4}ZG=QF321g8?@E01!x*->ra#)uB0e)<
zx8}VCaVjs9nIjUv(INajl!WP*I|fT}kEA#{Ly``pC-**<;^;KSCIB4+_C$)a#5Emo
zNZx%a#aZF{z2q(RGbz#<k#v|P{XLiB=;UrsDeeX0$Z9%E)(de|G~#RsN3`PFM~V}t
zbTU~v#JM7litCM}&lcCT+e03IE9z6r%Ht+Ra_f7E(GGE*QXDN->9PVa7a;e3lK3j(
zdNx3RpQX4;xTd2VDVJZQID1^vu^g1iuZSb>(J`RQ74Sdh(hMmeURD`cfx@IXb1AM0
zuIWTn%4KOOt}3oIho_g3;v5l2=Mk4jXd%T_!*wfM)1Rdj=Y;EexVA%RMW^Xf!p?x2
zF7QV`4o;UYK&%vJBgN5)0%Qyss+8i~a7{<M(qCCAj?M`943MGaq&N>;F9IL&+e&f9
z2aR!szeZ*}?1j7nk9{Ct<WEOleg?h(Ux9DHcYvy!9H4eeC!lTxwgKA#Ix2NDzxYsI
zvE&q7P6eg`(}7$b_)u<UJqMR_fq4M6)&;<yz(NCl@439XIuF<1$r{)w2P^?PcK8->
z8@L191*lcehF|6Ya{=nB=L58XKn<Ce!j-^74VW4%?Y9pHvVjo*?I6=O?HGU>Y8KF*
zUSXsbS{|?i=wpsbKv{s66L(?PJ>UWG5O@Ua29^QKffc|?U=={e7mfoa026^p05xj*
zAqZ;lnZQ6`5HJ|X0)`M}C@%T~eSsLDD-a8G1UdnofiR#85Dr8Dkw6p>4XA*|097%n
zQB;Gd#!!h<ji4If1^58IfFD5Bma6G{HQY~!x?Trv05^eKz-{0Ta2L1-+y@>24}nL(
zW8ew!6nF+a2VMX#fmgt5;0-{%%TB-ppkBorIDsNQ1)Kxabjt60-~;dx_yl|gz5?HY
z2f%Hh7BCGM4bUOabiOj3NL(5Cgq%D?nLh#^15bcyh<gpZ0p0=)P@D@8zX(_YEC;ZM
zsFvk|Kqrfb0bPJ_APS)FsS4l-R0G@qcfbRnZpsVr27CaTKu-iZ0Dk~2fncBoK<`k6
z0zp7Spb^j*@BlpJ?Vt!3-heys0+xOQ9s~P<1HcYoE3h5d0IUX<0QG>`z)WB?FdWDR
zh5^0#v1f7%brLS)fa*X4APA@l)B<V)b$~r65jx12j%U6G(6P;Za9<s$3CzZQF8F2u
z)cetC>V1KJK!0EWKpk2pFc2673<k0ooI3;;LxEwya3C8P0gMDj0i%H&fX;vq00IFz
zSH2}cUFduyxBzH?>mZ;Z&<JP@Gy$3d3qkiq=m+=%)dAYPPN9WkDlXE1bRYwu<!>*b
zH_!*@3-kl}0|Nl+jynRKfX+Y|&;<wwB7jIB3Wx?&Kn&0opf0-&P#dTN_yB&StOigM
z_zo+d0*8P#z*-;&7z3mLsX!W#4rBlgfx5t66an?~bSC^X${9c>=ywDbfnEb)O&}9#
z3<3rNfk0hAT?_vl2GbGXC~yoI3-ko&4EbE34S*@X@LLjR5PuH10Gt3$0;hl(peI5X
z{Wi%};2N+2hHV6_VVn}68Ic1}8R!Fg6QnQ9LTKVZ69t+WOaSA15YIy4Ie;bx5eTaS
zlW;v5m<xI<gsp*txSj=!0{Q_V03Fp#V?B-Sba*)p-Ae%)At}`8>B`LE1}LrvEQa75
zU@;u{L>|=gJcKU*7lBK_Wk9234V2I@8VkAB03Dk+5XN)^h(^Qd7to2n7fmAYmswdD
zNm1i42}KkGzJk99un*V`>;ifK$pCqi>W(QuRpT2#I?n>sz-eTmQHDm9sQ?WULx3!R
zN{^}tRTZi>od9^7e&4H<P;ctthI)QCz?GMMDX*w5k4syi98eZe0ycm(U<sH2#erf#
zQNS1|0vG{h05hNzP!cEsm;$8%xL7z4oF-ls0Xv|A6w*Lc8E~MQV2=x8at0_NCjbN?
zz8b=+fFnT0RFUo}aWYI-j*R-9Tp;LPfCu0S1ORoAzR=(K;>HK?251FD2~b~H6Q}`D
zKj{bf1Ei!bK>cQYAP8s-v;x`zZGkpGYakS$s@WW93N!;+0Kw9IE2<YQf%d>3KnH-v
z_Z~njKrU7R(Le;y8Iaa!-@~NqaD-ieC?FDu0lEU3PCgOW@jy4AJCFb*11W$y4gU-V
z1_1+sen2mvH_#WL7Mlr>p#y;a0P$r46h|R}u8Bq=$xj7_0Skdy()|d8*}!mMBrt*4
z$Kzr&Fbbe+>i5P0V}Ts$elkK0jd&*lQ+|r$xSs?NFYypGazvv_nG29Hi-4KHG@3t6
z#|72e82~ZRHGvqX0hEI|z-)lrPu9-|<^uD81;C#G@h=9J0Ly`80FU?}k5{k4)k@$b
za1=NI><9J&8-Vq|T7ab1NFk*}m4FJJDnJ>4DnvA}4%h|k0k!~nz;1xzb^_Z0ir)-u
zBp+{*BDYH64uspJYhvC9903jkhk%0xgeMSp9QX@32Al%O6=d{jDLjMl9Pku44?F=L
zQ@wnIi-*7i;688<xC`6?ZUeV~o4^g=0&pF;23!Fy0+)cxz*QZ5#`P!QBk+Nrd?z<k
zzsBV&;3e<^cn&-RepdGtapX*LatS&55}-Ih&!~z5g#juQ1wt9X#6Tz<hI=_s2rvK)
z0it6MHZWhn2$9soQ&Xji7lCUPK(m7=fJ&Zb6O@py@;ua+>vDeLt-O#LEHq`L2}37b
zmqbW2LQjCEh}HnvJQp;YAyPH1f-nvt4Yg%~Zn(BWSPHNNEC6%B3@8JX1}Khnk(?5t
z4G@HDLwj5p^U?3+wrU4lQj?egXqt#C;+%o1fFs}plmMMJxy=!}AanyL^af}OOw$gU
z^U&O<I)MKL+bMs80AED-0sep??um{vQtNFARDk+g2~8DHD8ihZ=Grvp4hEV7&48vr
z6M*L2jev$g5YPaq57Yx_vJ@yUiqQfWG<~bhvmePTMu+0^D$>S6QJ9XjL)Zpr3(&Qu
zizeHsV5sn@4$!QTDj1c2XM|M#G^5m1GHO6{OT7T!^%gsFxF7+VYW`eH!x8s$E!A`(
zRQae9YHBb!f+`vrM*1QF4KL{?L#ahjH$&YGbu$q_bMi0=C4h;lS}ek@0L9M&h5}`Q
zc*J!Fx&d)O5<m%L0eQII04(953TCEWgv*t{LSQkl0{9ac2jl<?fcd~QfM&{5fhhn7
zMgWt6(Lgqk1@r;>1H*ydz(}AMFb1GG-vnS7Fc=s_E4xfwWB{o^3P2@ET^WV6CZI4~
z3dsOUfE1HbqW1(ymiRQFdyOou7s#N#0Lc*#h5dwU6saacH`EoNgori}p{@eWHRW1!
zJrvhNbnZ3rnvlFY79bho9ZosY5Xs%-QgS63K=I@mUBifn+)WBJ36YE8N`Y?_LXEzk
zLz2_zrQ#qNwZ`?72ti{R36o+?9NmuxGzn3>kORaKZ6ctngAyW-Y3c#VQBe~Q6|ZE7
zT8PlKl*&z0p3`xyq2=ma&ycRE>`CElgfpdUx}POoQ`{Wsdae}ClS1O_O^Z*u&`pS1
z1hod;a-~M6F=UBEr`AHnp>ZkcAvxls+O4@K9*tLtcR7&n6)OLw05LB^NHtxfka9<E
zqnfJmh$aDzyLAoKEgp*3=+PLW$$&0RO~jpG-T`a}wgH=gbpSC^ZT-1clLyvIbfRe#
z=izz-K=d`hYG4&W9@W#ws0A027p4OLV8<d<HjUSG>jxRQ2@vB@{u^<lsU+kL!dApl
zF17&Vg`Yj3n|n<&B)Pxs0m?a5kpHy@G?n(}jHrpADSzFv*W^%N`IA@3XzGqhDOEO2
zt=4o}x``H4N7l+^yq$s-|CfW%|I#}cbN&#@oO-3b$i*JuE^r694eSRF0SADCz)|2Z
za0KWM+yZU_H-PKFHQ*|61-Q)nD_9LRjn$;`3-B5E1bhTO0Plf!z+2!A@EUjpyaZkV
z&w*#aQ{V~k7<dFc1RenQfqTF=fMyln5hmeMj%#DUh+)ZJ1Q&&YLVzJ)04RV}mGKY$
z?kwik2JC!UUk`T|w=RgVMQ{D!sM4WZTcg!X9_Hx+3O6xiR&ozs#gH{udUy!CAedxk
zzWBDT{lo8Pj)2e2#nZ*Zmya`Kao$l$DXFB}!g}jjqXvWJAbYs@xp<2cFihhz$2iRC
zmpwCdvnc54;wDq_{)Lc6Wxkq%>ih_TGWC(8;$Z*So>f1dX3<+z#6J~cHU{qAvQTbS
zn0eyEx#oqL8*_K(c8<)fT$q=OuP-zvr9_YsvSO8wSazN@r#yuHT-^Dp!py3W2k5e7
zejL~Ge*9r!=C1IT4dG>rFqc9;L>t3Hi!du2>XyjfuZInmuPqr}1UlT^kyAI>JU*ld
z67`mGJ74B*=;h)LnWsgVCpR``)_krJv$l*?#V0%CY4Ey-x2An7=kOTP-Y#w~ZhW&5
zQ_4GWJ0m2aQV6>^nFn7y9}sZhP){&Hzl#U<pm+^1$a`^hac1Q`2z=!8BTo(62RiKV
z0iPEs!-Nf#lA!EXJegnG`tt@*JX}zkm?`o)#?Y{qCqYq*{opeLUyJ1@dp<pH<t?P-
z4#S1LWeZSN&$DZl=Vf(8&>-keO^%OCgDrb~T-e)@3zunAeZjkwVpe>oF~bj!7UHHw
znWeI2A<<oSmtDguhuPg{@&Vp1g0E{7=Jks*59OD_qOGQ<tJo$~YF7&S1eaiXScK;o
zGfNg}%*PjHG4c@ZTnvTVg+~-a7E*a%1WaO*H{vUCYokBs7x_ygW-gZV4=UuXaK0)O
z#_^^IY|@JfTN0U{o_tGuw{+JbA?Kdt6VdH9Bfvmau(snZvnPu_l>-A651cD%@X_xf
z{U!EeHoSk64HQ|y1@qrzN~u3nHB0cniZd5ms^Se%-KfU(sI|V>!{qU`k##g6%6cxh
zF+ph*H|0Ji%!ApP@@^)qnbOHr^wp9LUs|lJUG1v@S_=f=On*~;3LJP-#<m2r^7#fv
z6KHOHLTS{g@3{e}C(uipi=iTuyYB`+TYPHfO_@aT!UDP^Pb|SQnYlTCQ38p&m*$mB
znTO3HEbNUTAse)P(ZQgU{n{F}hW9W<NpI&P5!f6B9~Q)!J^s8Z%cyJ>E0na5<_*3B
z3_g#+K-o>)^GCDyiyf%5K{KR=_z4tLgUqk-@>R(d>R$rISFF~B%5amC%+jVA7Hnk1
zAM)JGLGNcJg9F_N<@^*6ED0m7@{S0Y#Lsg|GV6jY68jd}WWJ{)^9*@lB{rw+E#vmE
zZ>PsXEBYC7Q&(%zfkQ@ZDVMb4{zy=yX7nBu>aoVT{xRBNeJy_`e})(%#4sD~){t4E
z45;BM&1^&!Zqvq`>NmBCgP<J!2KI<;_y91%w|u7~!a6p56hhvz9xJ2pL-%#P6tj^J
z;h#&f<}HpuO(|%f?|5xwdgH21phjvR)0JXVPieC0nbQU5rA#iBv1}tKR1_T+Jw8x>
z&QWxE%Me2z{>-@<8vT2I#0*Yb$M51!`M#W3FfDpI&hkFF@*9#MO@0{EY`K>?>^zJ?
zi|UhkuK_ldX5Yxw)~8W?pgA;+;_5-D1KD<BGS4pM+*_6RZKGhUkBf(!EQcQlpZAgq
zqOa<o+cWjf4$GB-Q-tndEhv=4utV*?RIFI@H7MxVs4RBzvZYy9o7xq{DzG*r@xJ+^
zd6&W9=HgEbuee<ql)bDH-(Ci8JXM-`+2~jIBRAeABVj2Z9V5!1@{77WFkHSQY9=pg
z!J3PMr#VlsV77QoZnOnFnZ<WmfZ+tcOu<Fo*9yTc?rzP@%X_$>Sv{{T=Bq*Py3@Ao
zYET?zqs3B|CFU&N*^;{2Dxzn~D!;17ExAt}B^3gy%QQaDQb>vTSYbzg!xFXZ2k9SD
zv~m=Op%;0>$4)JB*H6$SRJ=Ysg3K#Ol<%=(w#pocTA~o<noQZ0K6*=lWCWV1CRs6S
z==YH|;reHb_yB8Wt*n7zh}uNEmbtQT&p#a&6j7fivvT6=tl?oNC;q^i#juuzc!&+N
z^qJ@+JdDZAs58D#?T;Y_Vr@qDAtB}`(ZaRn$Bl0>Fbj?WNs`s*;3sTYFwP6NRigQw
zauzK(7aX+k@tB)lut2I$Xl|{Qu%L?zAFgE6Y?``?ExPWQd+Et@3*V434O=JjT4gZ=
zmvUg%<|U<>ie_eIDlg~8102{npBQjbUbhsVUbWr9TlLK4@S^aSBvJZ4>3VE<smB$x
zlwNMUS!E39gTX=V(z>*L$$=GH9W|HNuH}w~hY6A!&jg20E;y)NR0y$n^L0B5)9P3v
zQC@Wm9$$Xg?VVc6MmPQ!$?gXS^|;%Pt`90QHK?PO<18qqpk%amGPM6|NDifo7LNkD
z>&BH;VA*?cP#@BuL8DRq%nf2i4jOEVy7Lfl_>@NppySRoZQg~yY&o-rR=c-EnfoEp
z&ETMQf|k<6ozEoMNN`X^Yg|G$KEz>l4@o=n-3JtO%b6o~Y%;xk<@OMwcnaQ};Le{w
zmKF8jg{q?b_IvO|gvxWMo+Pn0>&>~PjvsA>@<SCt+w<UCiSw%me^C{6t&}I<S)Y~R
ziH=OE>2;O*J9Mdkw$a~{i(NgFdVVH#?09=Uuo{}`C@<cr8j_#p#m81drstu}ki$Yv
zJgzi(J*hJp>LrYTMZLvQx%`u-rAOL7w->VD>EeUOMPB?G>9F+XZqBT<A-p51Gv@(L
ztQ@Q4&BL93q`Ud>6;AMzC}OD`4mDKA1}{Ay(|ysPYJzg10Z;VdUvxMn2@hp=f3Zc>
zsaN=Vr*&iTYXQ_}kw-K9`2c6=&hnq^!b;o1>`CCIdSbZuUUHs66--HmehXzH@K`GU
z3x+q<xt9y`@KMwd)3`X?;alyF!;PdgV2=eTH0ADSb6`U+?{AMlp;nI62iN4eF02`Q
zTa!O>VKK^6wZyhiKm2LsF`ovFqF#hnF<4>N;_<Gi@y@ly9;l(!=mr+^_eL9lLl|FV
z4Qun+;P8n82gb_G)vsQ!?-JH9O3N`2l(L{K+k2~bpz$^*EoEkH{)}X|fP<EP_qr|o
zYm&3eHZ8{`P|AZ69N>JpygE5YOZilr*K~tr)^&u3%bC5e)_m3@ZLq7BqgEZB3=W@;
z;J`#7v;FISZ~i<y8$Z;bu{{G6O1H`bvl0&)SiaIyCe`8FNp`&?`!2v_Y1_^z&RP!p
z0I}v=`#$b!SNr3R@UEMS7bZe7_W)kZ9rYj}fcNu+jz7Rj)5>8c+p<3Im~@TFLl8qV
zwggo|3@uhwYlp5_F#6nXCiislcA*x1J%FdVqg6f);#Z(cS-7F_SU&UNF7xgkTD{&v
zc8DcZu^~4_6YvQH2YI=H+ufek8_qec<p`4~%dcK}vAuH5R4t`%Lmo!5)4)+4vLo7=
z?Ktsx|7b18W{F}`wEhCe`L(ZUDVG}ZWsp^V1qYRTqZ`A|Hc9{7O3Pu>h~FUXK8-{#
zCtppgJo;)A11(1zP$=CVPhE5SymMTwrKC6FF7TbwKH%T<vQod74>jkjpeux-5|l)0
zBU?=x7~ieGvCtm8UEJMdbwHu=82fI)?9F8rg9M5X%`Zj;i`~+;LxKIqPi>hE3N3um
zhUNtGZ&bR=z(FJ2FvIaxF4wq>sTaBw;cq=Cr1g-`_c<=nDlB>3#fiIYM=%c$VwP5i
zC0V~gH@tFY)U^=m5OynMyuTM4EOp72%%}xddZQoP*n)?6GfU5XEyN@jU4MQ5<;EA(
z1!4b#+G~*zk#gg0r5#p%k9Gxx<^yiRMuCl0swyEvm4X~KzT39=_)51y_I2?=h2zJ)
znYYzJN&1|Le`2Z9O&gOmgt2ci-5cGwpAWMRDRA-vC!!N-CAv5M(iYX4Z&{d%6he#%
z9AGa|qDO6L8+T>qGw8+AhV1oe#pn94W}aQZK~6M&`y^$He`C(%br4e?G5TGEtq*U_
zs8!Be)=Nsv;g0;=DVwmf=JHs?m_o(SR(zB%+T-+A{7+x>m^%?q<Lh(VQU>EIjcjX9
z?(?LaUH}D)smwOL;+7mpd2S(6ykY9IR@}r7rESn!Tyeb1IbZeBU%79!vSmQAgY2<d
zLm%{VNFJo6__pSqAggR5an%0mU!q>_^b;b7A0`&vTl2A`eGoXzpyPDbOe{}oz5s_i
zCa36BCQ0cY>NKj^{;KyrYiA7$Tk~rqy9pfR>?v_YEA}5?hG)E*nbrYNXlPw_>cX6j
zMc*2dR-sbJuC(S({;=$ol<pC?Qcj%%ElO);4cqW=aQKvIBWm~e4jVtqEa?GsNDGWg
z5@lcIY3UzpU$GUmd(&LVqYYm{vJJpNJ(IzWEg|U_`>3_rQ$Z;WN@iDs3a$FKIbbf2
zL=3gj;cfUA$cD_sJ(WncvWqPYvzjDBy9a8l7oHS=LNlA>c>$44-^U#Rg&Kh;-b?_6
z%6)i!mb0wPf^veb@S~gTY8&oW9TxpMZ$xe|-Efn=lhQlZq~_$0KJKf8+<1}JVr}^V
z$SQ5xisS96rR_@2ded2FW*O<u*Hp)x%M~2dBTi}3aZu{9=nQRso41`@1IZUfYbgze
z%r2eA6rOj&UPy%Im$F!hlIeH$pHFkSVl28D*+TVh%Y#Wa2OKnE398}Ism-24tp!<c
zY;?({fkG47(+BP=y3go2O~|%CwamqBc`js?yTL)}29^r1ImgLFtfFo-lRDp)pCIjz
z!9ngHQEW-^=GVh~p#y#+%f5g@gJ{{XDC>o8f!77?=m_0q7VUVsnvivBC%nLwdHM6T
z>*sx%_0eX#11Q)B$n4rVep~le*LG<ssqJ_?WR+9EQ3@Oh`1+(lqiJW%<--v}o><b3
z&jyEjBkn18`!DRMeCOW0(?Y(fmdOr)LfvfFo|*NH{EKzfYX5a2uW1q|A!81iLMNl#
z!WC=22)Xg1e*M>F0jh?FpDlcF7edr;ENN|#VO^~JVVZrT!eMLqYdfA?3obBfFPgGz
zZrS*arVBektru!5+_w>+*7@?S(~_YEb3U5O&A>|;s?eTquf^&!kM`W4HY=~Jjd*fJ
z<M_R=@<uGKZ!SmG6y^jW?Rh|LI4fL|oLTXG&anEWRU!vUQI^!6r`5(l(W^aQMB%{p
z{0fC5+jG-8%p-2PWZ!JxcaNVKZi^SPEp*-sB%P}HgWI;4nv<z@;(k!b^2&2(h0iav
zINe;n4l!h5Wx3c}b-CF4+ir*PRkSkI`M5fm<DY5Im({^?Je2RN!#vrI_WV;F%r;*`
zo~m$>TK&6@KXhjetiV)~#?<fadA|TQ&8J8Qk)zM3mT}Do#$MHGHkT-+PW*Mo(b(-8
zWU*a99xmU3Hw#2!{kSTSd8(bjNbb!omQm@cJYy*sX;aJ_FP=y$svQY$mu=FE>Npao
znncfNsV1$AUKBPz{PSW^;CUi7gbY#kls$T4)1~+~f(&Y(yDStG8o8R6-u^7euG@Oa
zRBln1m1ci*;4XDpdDg8152=fiO9itfm~S}rQ6C9><q0*=PDzjKz_aS2q<9Cu5utLn
zl%PX;^&M3fd-_lrW3LEhyrcs!UyoUOYy}53kj;xG4cd5Ue70aL9)#dY5hzq*^G4K9
zKXAPx>W5hEc}P8`G`$2W?a@sdYuY0rv8IAo4`NF7UBr^R-XNqd!q#qppWpr_S*DUK
zGWmyS`?2u$2@^(4d}5kEiX<hg5+ma9{>b{wv5K*))@o(!AVW39)plR@_5CY1Xenw?
zs17`<7jeFH+79&`%n4|F(cMG#>zZ>Un90Wz5z_Fuy;h%1J}q46fr#`JBBEDZQYxI|
zx9aQI1Ba%*7Z)%XC1k%&&rlD9&6a3YWO`R{<P4U1apOkJL>--!rb^7fI~%JzjaT<Q
zOY;<Wj5Vk<s$QVreVAJ2Et~laSw5R4>Ozf`EtG64R(R3eFt7dC)q{w)FhF4pAgjkr
zZ5aE?W{E44OUBCLQd84XR1pczE1pDl8E83y2~FHX4P$<88!$m?8-=h?p(^MqpTNV8
zM7&{gsyd#i(5qkqmFV#v4q^T4XVEN@#z?e@EufH>`!#=(IJxjgdbC1LMjc5`jYn#D
zYj1vss5h2R8c|l&MDmm+rziG~N{UuhtsR-|Yhp+%ajB9P?kMJHrcYFh)qA_9k&w7v
zF$IMZ`f|PrYtZ_y;h<2Pf(aZHq2qgDzhkba&oQmG1)$KfXzuFo#-IC~Ys%F5HL5@p
zgq_fz3tC&F*8SpcP30)jSu`PMbMgDr=FKiCm@V`fWkI1fWK%&gD|B{Iue&12+r@{=
zD=@RkWtpKGjk8-%s#_TU7S6dp>%FfzxM-?@)>z<#S}6TbP)&uB<or7O@vgTgAtM#P
zVVKy|*1ul$V&axEuLO!vBh4jBAFF$HJdKopP&#VVGn7|FiBxs!s;aJj@*0vl80P^B
z<ssJa^DLi->DcLpae_=;iL$i#$U(zywnGIJOhBt>2?`B=vrleLK53GeBT+Dfbn6)*
zWVNlsh)0e?BCfKcR4DX-QL~}=-)u&zQSZ}|x_ioQg&Zp4xN~xAB#d5-T8ll>C4ZTO
z-r;X^S7r((30<QbC^n$<9N1t|)d>@+)=>sgw+eX1g?%BS#3jb6QsUB5OHO-aVR`)w
zt%GPDgW4^83`rGo%c*;ji&EDO0}07c2A?A#qRjO?7d&ghM_+;B#@iQV<<xnRqL*9W
zpVcN}&7vouK^-MkJxZ*`XPaiekzKpH78L0@iGG>h=t`(-Xpqv{_Rsb;u-+7VXqil^
zX|lowjr(uRsd)t2@Yu_*6;eu#jYvs`{pYSPJeu=;`bW_OntptPx{^?L??(Cc2KPCw
z+tB)aQEz@;Hh?0{=fv$ka|PtN+?83VJ+bWkxdWs=UhDvW?c<S49~v5eerf?3%$LcZ
zCGZlVDa_iwVC}v}%hxp$Mhq{K`FWs4r|IwFCCpVdpHz>l`~A_D8ke3^PcBkoQdJqM
z#I)3nV+UCbc{Utd5j6SokWI!8QX#6L(xamP!KUT^a6eQXl@y<pf@00RT7FpQ8bk3R
zx3G>Wuydi+y6jSn*jQpe_RBP=v%aBJtf1Tlg{s1hU8TQeU5LG7fT6{c>WJ(eDAeYk
z4Ih4`NW&h3B#Ig&V+?~t8hD&lZZ(+o*9w)BC{26Hn}oi;VydNhfI<_6-5;DjtUUO1
zu9nhJq9p%Wd*h(Kk7sEqoj@rAnZ8dVUlbd>SddYR)}=_KPa^{>4mdqET`M#k6blF~
z-V*+3-k_KaEoBxcG@DY|d>nb#v&1<qB@Yy9P@cEHI?1HTdJ8S(Bq(^?mw90Bw-X)j
z-JOpgE~B+DoFIEDk<PA(9lL${!`ieNg&jRmjAF$FYzqUMvI#|ZM`$Sypp=8UMv3$5
zf9q~=RZFQaQ8w(FyT+%~U18Hv)D{T}Z93N5@cHV=t?F6Aew;`e2vT{F><miGzTSHE
zEv>papx_~3W_atCmQPx53I2B|`nBnppoR^)Cg`_Ye_r+bN54-s1>uli68Qz;9v}{o
zar5SyY{XAmp?16T8y%UAnpWttlSyKS8`+~$t$?B>=n)?EY3OjSfkLy8&4zR48ys4=
zngqpNYDaXOG<iDNe#wc(Z)S<(yfB7%fkK^rVe>BLeIM4Phpsep!Pq_&6dIA<B~Bh>
zZv1COCRYo6J`(y>-2fUxP*?i&5EF_`UGe=>iKTIvmD8{fnJiE!p%dQbtvg(KQ<zqd
z^w_+h32&G?b_0;tpQfE1b>^KvPpx6MsI7o~ICJzbl(ZW{YA^@C*75(Y{OH8w6(owZ
zAsM1M9wX=C$PyptEo0Cs4Q7qNN#0PjES&B8NlkMTN)H*+yF({ymBL5W$3y2eUd)R>
ztA{s}P8GourW5sWN{BfAShDaGeysts?3N~3@;!C_zytSP+%=09jPjtEA!TLz;#ci2
z1Y-fJ87wD(QWBK8%RTPx9(l?|OZgKN>NI+I`dwJoy!m}CWm^h&!q%(uJUFQ3)@-)$
zYS_wI{#uT=DSRwhWRNQMib{7|r-$2HEzojUf<oz*3mGy!NET36OZj<vs-;B5sxTu-
zlGzThKi{#A`xq^yYAWx9^mwrba8LmKQ$L86GS;lf#G-M`zyAmJo!Q}F9^=KPX$pbo
zdNXTwFobXPMx<01__848mCx}BCRNHy6C38QE3|*?HIEymV2MEnzt<2OwVKmYoUdEH
zx^hmQCDcY=7hlw7tkP%#<?{H=$|><r&w)Y>5WNE?0l|%!2VUYE*a)w0OqUotpTCrp
zTVF1|#3wAI=V$N}U}P&YxItq)X(`&9=cuqtjNRh+WNbLu_ZGXE$2FSYHT4*Ii<W%8
zo|MMV`?wkkc03_NU3)F3*oyaj2VxndkqHHbMkF)mN1Y6lJtk=>-9f1g%D%{ttq++N
z50@yI_shnEM0IrZ%k>xLuIz|~okra%DIxcZwbsc}&RS_H$3daCKDEf{WvB1vUe{8t
zf<kR#`K_dBr5v8k)l%MoLc>nZ>)UnL)iuBp!qY`9=GDB9IP^WaP-5fQ@e99dh1@|Q
zb<13ay=v65(4Ru#2wiF;P^cRoFwc5bbgvim2BtJ&Zw-naDDU=$Ow8!CB}^-m4oX!}
zPBrd0tGM%s$Fvxf)=M)%A}>_j->F`NVt#k6&{j~aL1`Ub=G9v#FHEB~FCv`-g<5D>
zXwsCymnsBlW$sHddoycYKNzqc#i~h1-d8m4joH52H?q{%xt3G`BwB*xEVupCC3w>S
zEu|JH)TNpm+j@6$8e3gUX(Lfu^}JAHrQ=g)EhRysT$<kE#l8}|mS`zMK%v=5;So#J
z{CUa~l##}|IUreq^u!>q!z+b3En+4A{Jg6R3iZrr3!5QBbF?q*HhDf={3i{hlFV^X
zXzhJ5B`V1Nedq}-<q9aJKvDbElgr<|tAKY+G(yinqK-JG|Hd09yarv+Qsn)_3Us2C
z`HD2Ba2==GfkJ!#{-<iLn`D2<UMo`@6q?aY?$74cI3L(tO9=<X7MmfNx6bT*R`@_1
z-l)=;pazL%kRP2F+>RTY@DLQKYE1%#s$+4_S5<2Vex>(NrMxZ!g>uAZ-z-_GZLCgS
zw}V0%>gH_K=&wt47Hef5w}k{%Ak9WNk@%9ntTjK}7caat=`R-hn>Q0zH_je0L?D|6
zv-0L^Kp{JB_sN{w+qGRvK1Hpkwz}g{A{<*l*?Qn(%Yw>D=;!noMnSgGNR0~7d4QNu
z(cXPu)jz&br?&pQ@h_M?Hj%Y<DTpFguYwZd<b>#HC_QQw%R44S#D;QoLPB96t9mLc
zC~F{N1DV%_dQ2EwB;qfvOu<gzZY@|jmx5_j`736M1u=YV$ck~hM+uvSJTrt<FH^9L
zpzn9I$bZguvag^56ujrQc_0p&fhVr^F7<fdGRsr{mM7c_&K0FpFh$6(n@*3T+u@)*
zek0YyZ?IU8N=|KVSs^J`)3HD*6cp;LPYt}*>uS|rZT~IXf9Lhz(bRgzAlT72OYD)N
zyWU>DaKTb~W0JZ9Q1s_mf36DbNZnnm^tMpJx#|K3LSd^(&wv7bdIkp=uD|*fTvRSr
zDEorDI36C%%Kg@}`c2m}uKm`tf45e+c*AtfNc7V{goO0;^;je}XG*u@L&RCZ0q4y(
zw-4NpHIt_33-;5$Z1}%*lzw;o?eapN^$(=_@(gzrT*kD7EvWAn`oNg~q!kqGKI&og
z6_rpRze!8K#?!;Znb52Oi;rbh>K7>$BGS_52yU9je16k2>1o6IoAAbVtfgANpY#{6
z{{H*#+90$8eHq5Ht%7GZVmsh(+B0i6{Z<z2`+wOO8Wk)@wV<H+fH+equpZJ(!R^`z
z@$J2m5tE{iwkkRQ-)gLGi`$ChkI#m+2UCWPr^g6V?_RKVLarKZ8Y#}{N=5A6_Vqn|
zXe50fq-U(7JQXx!5=LoOWE6Kx#Cq{~Z=Tr^%XhbqSS}y$%gcvgQ7J{T$9QQZ5%*2{
z^S?SGT+^SkPORDQdX)dnC6W5qiuzZCdMY=vU631vZ1c8ZnEvV||7O*!-wgc=(*j2!
zVQHhMUR(Um_WJrwC@4c>)%|(J!2^O>CAEG{`c2mFZ9NkY<V8<5)gYZm8=y`5-C^@r
z9(CSS7H#0aSoZ1ZWRT9!Z-&rgYy*1S!owq&kGi1sj_5f(wqw95(A&bQrl95~YSUvN
z-oPkurvI<{9sLDZpmA;-qk-RVid}!<7Oao@mcKp5akF4nwvm3*^>`df6=a0ao?Y~7
z(<}4OTA((cAWqf$KW3BfO+SWRd(AGF7bvt{6n5dS%yLHOv5TXjw2@@KrWfCt9aaL1
zJCWipO9zD(PsS$>`WWrRt3dfOQzaP(n+2IJQB9*H3f_8<Z32mQpB4w7{oX8KONd6u
zU8dhXdR7>4w*KZ^&^*{$tg3pw{hKbe%|vmD>r$<(S*dSs*pt_ILBHAhjVs6k*d|oE
zzp*>|5AK1Yk?0xLXm|8~zXz&+3sl-2)wBLY9ne1v=-CE>%-`6w)b5V{xNG_U)uyFd
z&#tBJ9s+WtXJZQ#{asaob7W!6*QuatJ-e1atrd|_LE9{1i_^c>`q!J5YCXG_=tKV3
zo0h^{nqJlWVQZ2m(*;dQt?7BjmjpcU3Y{cAn;5gU$=FHPb8UqAg7AvgPcvC%GB{}`
zZo#pKK}Y!%e8sETWEH2gG3ptU#f{S^8;ncIn<mIK9gmw#|5KAykfA-n=<&7Km9L%e
zYGi)b$Li^<Xe+azuJm8^r2lMx`S&dNzn;`hR?x$w|LaK$e*W`+J?a0CJ?U@eT>r_;
z>Obo#eq+RcGG+dUC&vFtU;6i^%+lk#zvnz*QS%$m=`TM0^D_Oj7(L^Y>c5}h{4~EQ
zXp2|KYNY-FSASOZm<_9SrdatF2<iNd1;GEk9zk0f|Kp{Bb^-A3zR>W`E)CRw`-O&o
zc0g1A?H3yU*`<N{Z@<v+&n^vUx8m0q8VcNJr?(dH>G0%!*sR{yf?M~)KD5g;9*ldR
z+S9~M#4e3yAI-AZL&rnVn*!JpX$cCw$6&JX=z>swl^(!&;9C#8D7$7F&xNe=5IE>H
zpVB6c|A>k`FTPA5e3M>!IzNF_lpCgtZ(d9`%?$MHyn-GR<5gSwX0UWFFV`RTh%aH4
zwnf)7Cs$;S+f;LrSD}P^^v*6`gT(PTYjb%#n3ek^j$L=hEi$uc_+HC#K9|o1htETB
zn875sy3@Mk6)M5B9A6~L+{FXBJu6~=N=qp*gFhqL3Nu96A|-2A+bExSRLkKF3hlHW
zEF8jv9whA6QX0?TH3z`5&JxFN*|UZY4_SbgqsI)M3=W?m5{F}{DxUI@x94a%rb?8^
zGGB~J*qXo7QkKu)+evnpCjEDrw*BU}nV{u33ktp9Gt<Ux^XZ3Ce`qO>X7FNaSVl*j
zmjOp{i~0{|uE;o`<tQ_g2M~vo#1S7p_xrhVn*y~Qb!YN4HLG9Aae?@<U3Y|~pzGST
z9W$1CZ1Wd5@zTBr%8p+lU2CNhx<5JX)tox-a7qEnP~g~?%S|(pm-7;bPqU*N=8Rw0
zN6S%Q*$J{=a(NiZmOyT)bcY)(i|tafdM~YPfn_Jide7j?AggRF`OxyyC-;_zeN<Z6
z&NKK8(%wVjxI8!}$bIsqU0RL;%TCZfbq04C2-)S5?1UOmDs~$^ZMaspz_Jr$&(7fe
zAgg=?St_BHwNF%2mMytZD=VAHSCRHIQVA^$itC(Gr*f{AqrkEgw4?04LDuHyQ+DWc
z3Y<dVivu9JJ5Hryy_WH2gYem;bn2COR+W$Ea?z+|m&$nWdKY|>UN`rrFArpmL7`>*
zNuRZKcl`A#OiPJa&i{fYpI+dgx0$vrYg9+s&JXYZYh=esTJL`J?0%=B0?kuHS-6}l
z2g4aVz(HFNo2RKP8&2%DN6T?(IS&DcvD*>`EARo^5}q=c)#V!pGdJs=tHiD-%g_6$
zyqC$h*%DKij(IGL`O10d5Vlu=hZfv&C`*@n^UyJ@JYO-C-4}K?(z^B$zQRzYrKw^f
zQq!EHl9GEzN8lzYB_Sd$H7PMJ$~iJADFGktMMp%&tDME}_mUEwRlVZUoa0py-JN4n
zRH{@}RC<caxf>*$h2QeyJ#v^Cj~LF(%#!00lbj<WAsG>s=8S(6Q~8UM3R|8$h8a#C
z&78U2WLAlXj>fyvO@}j_5OIVV@{AnTnA>HuCVa?f)+DccHe1g4)ZuJ6|CqySiadLB
zm^b$x!)oy3qnRJCk;8m=;T)*39K{~wrH^3?m?n`>QNngS8(2Is$<^6au*x6byOo^6
z?D)*_td-m+@6~wr$`B`R-krjF$=&n9rn0(*2EM3QdGlwosfC!kM_%m(EZu;)`|`lm
z@Z_1rIP}Ypuin7y@=7mZGmUui4pt=3eFxhs=S7Axb3SA_Q}TB^Ve*D`%#EK|$_jJ;
zU93jlqh0K#jSb$bMIi)4#q>-{>8?s~6+D=Vccv2}@=ji5w#)>d4S5q!R8m4hL?VCr
zmf7-<3W`E})(z&)JKum6@*AuZKXHS-sZfv}WL8Hjzd3{1^Ho<_aem?^s=o(+aFaDQ
z!OMi@`}HeN=RJA4c;z|YVx3u)*z~Sl;}W~ZL`11vg>s{6p-M>&h>u8&Qbk9)N?~61
z9r{_zKku;}C4_3!D<NL21}S-}`$)tDxr;`X5vo8^3Lo=;S=R}Oi%f8iicd<9cI_$D
zwO-B<aRHGjNj>pXkdYCos@NW`sc8{iRk0C?(fPd2snOk0O;c1H=a?$h8Ws7`$nCGZ
z&iK?D|B<KDdMB$=U4>6z2hezrw&5>DrX{6!jfL){?s2M^I8=7xO;M$#^mZ0rZ`Y;A
zrllpPR(Iu%Mlkd0x&)-Jd+SVJ5qMF`=_!&=(i7uw7D;LZ{TL<>9KmdCbYmc|d&^sl
zWA?uJvP9MBai&jDkp<}Pk*-SVjRuCog3=UKkMy_{RjRYl%*y89CMTt&LBS9AyvKEB
zZ}+1-cz%p<_TZu8Sj94$uT#OGxpek$;XSUg3MTljmZDSRVV1i$@3DbZP-<N#B%AL@
z2#M{^OYkd*LI_D;(O1bSNxgcbV@XPI#&^jvN%8SXJ)Kij(a2R)8V{Y%l#V||rb5Zj
zQGz8d{$ihJyO|kUX*80hKO`~vFtb-vE9t3<#CMviL~!WdIt$+-ldI#Cq9amcU6RlM
zq|3O(sQC0~RjTGTH8DLQQk9Z_E0#<CExJ>5n~C}NafxZFuEbtSP#lMoO(W1_Ms}mD
zQuT1oXVsy=zJj8iy?Ev!R<U9}P13H*E=BR<`<Z>^d`8JET}CO&8GQqne`I!AtzwpR
zdBqqcFJI3p+UIK(U7^b;#{8;Na-t5a6a$?Dq0>szNsiYt(H(EG3q4xVRm>RQbb9cc
zN10u5e9a3c{EIr^#c$@Z3g*(M=ZMb#3f+yLETO1aC%>(OmVfOme$7rrE>sAiGf2%J
z2T@O)(~_JM@wqrZF_u-}7@&+ibYi8E5-JOlk*Lm|+-?)ANWv8?=nGyCp{GcTi+7Gz
zC8M%qC>H8~ZTb&!(E4Kpx7`FEu#L>mQ^#7c>D-|!qR-ipp#UK^t`Ei=;fmj^peS30
zs=YQ&Bg@t6S!D;|<7Gslm?7cmESw}js*+Wz?r53f?10M`va&Wh5s>(ifd(IQ@nc)i
z#0&B?>dl`RhFern6t>gtJ_ReZy)v?ZbrgSj7K5HJ2D;5>#R`kvxCifHtFRNI%M0B*
zB|s+~2wgBv!4Wbp^!^D#7b2u)lt4X4LMpnrlIY@E=o^2)ls^`sPEmJ2`XUn3VpEcm
zF-wYwbH&IMfF|0zXG&bx*fiHPRcab{U(A#?KSffeK%=VZFH9Zy@}W4|ReNpBYYfvy
zWbJ0v<X!@!<<I6tcPGQ5yYupMnS;&G)`&D``XpLtz-r-3YKo;Vsu540pi(}fRcYvL
zoa5snqXOa*x=Qq(5vd8D9y$^6af#^|q*D@piR<O#r4!dPF45D&`Nz2Eh?Jh{xWu1g
zMb5a0f|L0{shD`Gr@vb-ouo)Dw8ExenG@168tGc0PDU1y1%dFZNMuG_a;nJjOD1(`
zx++PdNRuonm?#>r{(YK1=j|uWzZL!^uUf;jSvC|@2z9cawwN`^X!!)T{A!|y?(EJ_
z?q?MPbPD5FPI%)tdO(%5)Gk1aZqfdtM3*S(s9Asx(eHv|e^H@B`<EJi;}Nm$NgApb
zV1u?|{9=NZB+2^~ATQdf*OOGkC21eM(y;%R#6`WJ@Ksxxz5frgKQs~@$sgjS4n*jV
zy>#o7hU-V0bz*fTJ+zX#g_@tJZltc9n^sPzB=f~|;(jajbIHO=sYJ!@QOKQ(HZ5(B
zm7kP0N;f4P8ErA=%V?u?Wt@IaN7sX5GE~|+mgz_oR8J^3|4QP=x*_FXHw_0JtArsT
zKNsQ%q2aw*2IKGh6L=+f*A`Z(tj?eU0i8Qc|HTO<)>=3M0z@Gc<|m#s9ErD4Nr_k|
zrHMC~c<>!#Sh-sHw^-}sOG>j(8kdC$j>wc4k)TSAOGu_|i=J_P`oydFuJugm`9l=t
z<%bC5hR$e&8F8to2`Lf1<5FXV#imkw4=EigIY5|qT4@u`w~eeo`+WJ1RkRh!QpWN*
zq<c(3X!7jXlV&76Q=RGf6LFdmnI03PN}(BFdRmOLpK}J*j<ic7^yGH=%UzviG-=3R
zQ}dl$Fge_dHFqKWj0Q5s3qQmr$@2%yGKiM)U87>L;&9EMJ?O^u6c+muM-*1Wktq>B
zL?z+885Ljl5PK1O9x`h)XUu_h6m(5V>cOWxWVR)+h>O5Saaha8t0E&(#3@+#QEZ1C
zf5iIGjzm$ec*L6XEm!fWe48;ick{w^%=0E)Wez;#5$l!L_%R!&;J1z<a;K5PnD@EG
zO!%xUXs~+Dlt%Q@nwY(kMHSY0gP*g53UQW*oswcayo90>zrhs6`BJ7Ri3wHQYt|LP
z$=56z!MKtjhkpWN%p07jOcPBHp7{npiJ?ogc*{y_B23>Q<@Rr3!>t+EzY2NFitxg(
zSV=w)Op=0aZ&{Xb>CS`RvG5;6PrYO1cqvmPD~KxJvr3>-6%Zrh-?J(rU9fuJduAr7
zy850C)36G(Ngr6*A0lplfcxC{Y0Pr`$ebkEjvrZ$hE+(n>qnUE@JYy*khq}n`&Z<v
z&nIS!H=gk-<jhZkBWStAGrwS4tLA5H>qyoj!i<mnjGZtqaXAAGM*RF|W?@9aVwpI7
z!T0?NEN8{cd3|A3bmW~h*KS{#G4E`kFqV7r&|Po^beZskSF98-^c_FnA{B<<`wL%~
zmyVpHl*2AxS(1hi1!~QUe`EI80~Pxm-tHUgt|1F*+&-h`b@<M#G(1(g5VhpHFz*(8
z;-*j-O=615n&ilHliDcCXzpJq6xNd#E6Rx`OggH_(xI61;c|twWZgo!Vk_5F9Zx>C
zh{AxMFjf@KOJs^LxsFtA&9z$*cyoOrg(;tJpeV<DJ^8@JSa1r_E=*yn8)MEt87S;^
zV~lt+Lq&!B7@^_h8Y+q_&|J8pkYb5w%pF68Qmky6<h=4_gcyq#Xq8Td6-wP`bDmjP
z;rnCE^TLX<x-m8KZ;*CbzO0C%f=*MVxV$$-6gG0({Pr6Vf!+^`8rMXul2p;yBaFlG
zM`DLTw%Gp=Prc=j5!hUy%+aPSdC4#j{@o-u6!i0)Vv3$Z-UYJYj#_X(uU=eHD&NxN
z;)(|OH-g#kiYv<hAXb*QGx^c4W%*_kMR{E@bWvH@XDwYqVXl=uc8!(Fn_NQi)Z+gE
D%H$xG

delta 61678
zcmeFad0b8J*EfFlsiRIhQK3#0Q5q;^=ro=N%|}R4LKJDxJRnmgR0y@zMr5cYb3~b^
zP$|irBozsvka>94I(z4HzTf9_-_L#jp8NUz_1UlXd0+2!UDvwSTGzDq8FrsbdC9f%
zn+)~4f0b*0RxiKudB>-FTUH;gymMz~*S3+}+cam+e;>uN%K0!{iiO83BEwrl>hd!p
zBVK398G^-<W3dwF#{?`42#<{^WV2X(fFA{UZ@_M-qYU^O5X)ssvsm(gkAN!z-T=h%
zD>y8c0^ltU$tH%Yp6bP7ae;<|xG&%m8M-)`NT?=oWLYd82uq-@3SdlRXmIRk7Aud@
z85SHK92OiC8xj#eHzJ(H3JM5~Gzbe|ZGwEXB?S<bF9$@MVi{ftHlutU7>+hA0_+DE
z85|ygj_(1(q1}YUBuJnW>G0AYZ~@=|z&U{EbP%Ip2NRsgKm-4Xm>5<)c!-J(;RPFt
z3`Dgo)_LIQP-I}F9~5Ij`Plf#fS3c|ItFQRY(V%tD3=SI$4X!&Zh{0xYbAqFAviqN
zlyw{wp#i`nBO*dsJAtDIH=!`fL*o`>Kv<g@PxnGNP(ClfKMrjPgU0blg?w}{(jXKf
z8Oyo?O0Zl+v>*5n1-5|O7`i76t_Q>l5fBD!a2_C5SPpWqAu$>dxi28*&kgbmT>yG|
z_+*fyL-v5E#~cv#>+)&&5<sy5;Q_G;!O)jqnT&|YfN;NH7OPH;uAnlI##w+$pddDS
ztO<Hl4*3{j*Fm%a27nma;~+;Y07L`Q)#-+MBC(mtchsP}Y>Ni?kCugj6$bPCS!s}g
z9?l$0EAWen51+drI5rI`qQx3RXpjD#M}&s@g+VmcH0k^}2ssW;@I`zC1II|j1cc5D
zhz<yd^oxdMKz!{`XblYr4e*<bC8v;n(kclV!)R$Tpg532X|w>up*9#0Tuuy%pvUq|
zP>=DL0*KoB4yWS~7Z;2pjkN$cHXp@|h<-XWPXI*y(STS#$S)>hQ8>h;pDr!X2SmR$
z0kPp=D2O<R!6H4{PYrz*OBLi4aO|kSh)8k6av;YMV$H-OWD#va$Ra<qi&Zp&uCFx`
zVu$r&BNhaN!<Y>8TO1q#W&I842HgR%Xa9X{zXLgX{O|GrW|p0W2GH{cL)sCoQ8W)&
z92p$|vvZ+ebUYdoWJKrVOf^Udj$x@9(}I{-zu35#fEXVrfT5ZQNcW_860__WKA2Gu
z5MVGrI65Y_XUO5m!Um+6{FpIx{owGRfau`Zn0Wzoq~?P;K~OFr)-Mp}B&!1~#n86`
zV#wzO#KcBN#It%l6%V1f=+K^gQ)mDqF$87^mRDg=ALM9wSU_x0#Jm`m0&tAvXC@MH
z;gP|SVB#I%eL+4qA|hcyFbJ+Q1xf&wAwv=R5Dkj<TLcT>y!gRpbc6c=F(Ur)u>sh-
zg-{*`li%FA0g<sWtX<}Gxv@-rJqG7SL}PJQizQut5XiCK+=zq-u>rCmKu<;q=|R=A
zI`qu?usG<Pxj_MHkPj<N;zes3ZEa|S=Z!J&i;nh-4+}L|9OE}{UMb|GJ~vz1(_%n0
zd>oWVEMWNjg!!?CAz)h(RKU>bLIJcaI2;-b4P}MI7{vR9g|hsjVTp%{EDr`?xerz>
z7OZ56$L#4*zZ(!kO#)(mDj-JCFJvM3&0>vpqzxSch_htAUrek)Ty(ISA_)3`pcNEi
zpX_pCv0!CNRB|TOWHb_fIn&v<U0Ezx850+YX#2tf!scU0e*i~EX8~gM*qG2@e~?cE
zj%w`y(cxoIe+VE6I2dp-qt6Ern-c)S3Y4e<h~+-Jh%q7YAtbQE89-QK6LT3%1jLH-
z0C9bC1;lCnjxjjXgElxC5EXg=q8?L5t_FzpKTn|>egKH&N*UY&IG8n-mADiV*sw2y
zHh@@B3lJNY1H^_uvgpXRd6OZs!xI#JXvZTBqT&ML0$4S`xlpX{3>q&2$Bw=|o#rtC
zVG9GIS*%-3{%BCw8}hG1KH@n*IlvO8d=VqR#561KOY8YQPrN)PB;J`tkBFY3d>b;b
z!RvsiaDJ#?EYxLnLpe0;8B=~Q$grpRutcC-8RjQ8e2U?VBBJLliuQ{<0vzRg8F?Ru
zlTcroMSkk7mJs1bo8S^bFWJR_c-{3eoF0rbBk4h`#c&QFn)o1$mKR6SrVNF+U_D3B
zhqG@h$Z-pJA4-S51?njQKNZ7bX#w5<4&@UPPe5V-2+n{)?5oLf%xDAT1J8zh92A|9
zkBajEQL#55#z2WtT)T*FXdRQk6eiUW$PWYq&@hX5T7N8*hy60qKVnf#Ky(6&<ply9
zJOV(h5W^@C0BQnP2gJc64~WzEE-1vowQm_cDh<G6G&FfRozH=M1>m=V<8=FvB76YK
z=|TI6YaxLRtpJn<bOl6%Di+WUDFa6jW&r0QLW8(ItWBclFKh(iabTQ2ltTyFpd3bQ
zHy~`xi79~SKoBGU48suH^IQ$_*Mo#JWGDj~0b*#!KmiQ(0H&f<3LR<<KvX;yDq=&+
zQ|a;{fLOmT$gyubSJC;kfY{IxhC8!pM|$QB%)5ktnRq=D&I$_lhKkeH(-mp}<$?3l
z>5!ge<fnn-pyF?!%Ll~x#|4MZV>xc3>lp#!*ivIqn!&dlX?gudh(CII6$BX4Vg`3G
zn8singMJLUF=)o%a6pWJGJ`Az-+*B#ZvaF?D;X?hupog+*nvlAz-Yj}fd73@{=Yer
z@IU4W<46QWd#Vdvh)YkL1-(Qq%cb$(E|te8!pIa)mnS>vQGW#x=k)<V9E@3j*oVsi
zahe4H;%snZ@&!A|+kGbvnRKXb(VGYSaRy#qyct>M7wRpiW-WNQwB}gg$x{EY5&Ox>
zij&EwibEzB=V^MBj^#ftH!);)uPZ!wS*jzyzuNbcTN^i@bYIhE^r82{RYUrH%`AD@
zvhA0~@Ylf;bPpYAUlLK#`EG^H^~yymlMIiK|I%p8{hhIMPHZ!gsbtf)c4OhkySL7F
z90@*fuUh&1fa7zN9!ez`xL$LJGK|pZ`?O)+-OBZ;)0*FoJ>+PZ6*K#X`lc_bw*J!#
zla97+G;JPu`QxeuMAstWyMT+Kn+$W7jpRJP^10chrro^oaQn|*?V8nYa`MHd4gq`o
zrBr70-58&;e%70y{F3r}Cmw8co<D5OgExJW*lt_T3tHvYA8uTKEu*)*OoD;pwpS{u
zO?LywZa8Xp)-*Ko`$eUct8*fDoC)O5y+NGPue5$teLgj(q-0;ql0JgNA2)<&+$@i8
z9k(HwHMUu;>RNQ)3#ISB&fL_KA6A~X!urWW_ZJ7AdxRg`+HdK{`(_CTBE5Sr3{1G!
z^lQYkI>k+gO=iED_-Ns`@W_Po`XMt$`JB5Wt+iqL>#d7*4RUhMjwltz7n_rJ@}C)d
zyx|O-^C4r^i~*Ay$J;(`bpKW~vg%&Pp<Buhi^tAfkyxs|vhs-V^gK_?AzyhzPxQCh
z)w!=?T)Ernwy;%`WWz0!xBA?@C}aQPYuV;#&Vsgfn@wM4^{qSmb4;tp#^Jk{r47q<
zKdqv6_8!+EnV6Dx|FDL)tDOBVZLO_`)b{ika6D*08C$i#%kycxOs&@Y3TEL-{Y5Tc
zzj^1RdQJUIn(~L3DwN+ob^X2PXSwc<=rd+6RK-tgv)_ZhjtqTtCg9kwRVGm<5;sY0
zI(ocMQ%<Y#hB=F*rpTlTz9smOUj{BF7Y}+!&QUj#z2(vGaO}uAE#xM3XY#4KQQsAL
zYDecS?j$-M_9@$xS@@G2qM@pK**E`4wZSR%fc)fXleTV1Y`*bJbUjVwJ2_dyw6Dc8
zjdH0~O|@ee-X6K(y7hE&lg1p`9!rmRYHVS%uM*_i2|_NxX0eQ6hRBf_76R^QV5Y#N
zNJV`C5kk5QwI)uIX+y0!Zz0EtbQ@~H9Vf+NSworLr29AlS5_LX4aGIwLre*2(p5*u
z%>|ha$OzQQegZ-*A)!lFYFTsFb66~UahBpR0lR@ix@rpvKAEO%&2{euSG8hIn6<hW
zDK}imy$nJVad~%b0sBiYaxDl)%dl9mJ%E*{f1L~|rz7Ot1ECSg)3snL$&zdJgj_pW
zS|35ytuQ5INjZHXw+v*{#OgAj4FxW_c9@WD2LJ}HC)0GTIpuJPG?uIxX2JaeDQub}
zj*KC!Pv|F`tb>}%<VZPPA^W5pS*0Unzn3Fjb%k65*o9yLgHVD4oNd4y$#e?~?o&uj
z2Dyw_krC`oM!>jahMs_X1ehH#Dbig>!0iHtfn$+i9$`#Yj<6<@N$yB%?gQA%h2nB`
zBLqZ$vJzx76j&@vkb#541Y8Q30GJ$EH(J1L2L?9+iL$7d5RhC$Ya*I-F|_91?L)Un
zkcwKSvao$%%t6IS0oN56_C6b%=bi=TD$YaJ3$A8hD^8Rq6?FxKDOownn!5yKbZ6q&
zInOYt4U7#t7~OG-;Fu{eG@l^dwFKOSOddF`CEy$cHkowOvS9yEBG(!Vx#qA5j)uZg
zB>2h=1!gX;3SM%GfeERkRALO7s42^Sr%bLLEhIF_%F)(@8_6AG%}s}$5gYC$j_6Hb
zbi)`UdDy-UAx|6??jB$mKN)e!c81aQv<A>U0euGbl7USY+kos2Fq{A|W%LAu66rF|
zn(Ga_47Srt?0hyby1XKkZv%$@a7e`vQ(4%iFpDj2Gzb_*P#iP%K~=KKM9A#`A=<?u
z>z10z!ZwB_I9Q&u8kmrD)3M-QffTwa9#k9|*ck0eo{j}i1gUW#mxi6v9t<3TapE+9
z)DmON)r9SmR*t<C0c--4hWQS?bOx9aFczseT)=)kkX&mfBz(zAGi&aNL4O7VOu65K
zNLO<q*99&-(KcyuM{NPd^s%;pdmq?H$P;@;ut^sSYhn_aW?{|Vqd`_#2-!^<q@1OY
z7(lvMT604N)0)I92KO*99EUIs^aSj-!K9p(kkBVxtgMLzWSW&VyI=@eWhLab4WUOb
zxXOZAYCM9xNO4IQp*1%Ut|TXd2G9qy^@Ju_B@}X-KxhL(E)I5L7U^Pb&CVW5uC*3&
z>xa@&ffkJg-2QOm%EZAyz;ytIe#zp<=jH%I+i0KfFpQqQy|sE`3-RMR0mJC9aXH|w
z`@?X}s?{Q^Y=s=IHr!E=Zq^o@Igm0UYoKE{K?+v{2plN64GbG!FYX}C;dC$1qjC{2
zG?OdND+Gq#!N9T<a9;p300yJkP(TbJx%SpXI_Y9>&AzQeuC*6($H6rh&U~;Ayb1<}
zjY7O&ejWfu_ayr95*R%JfpLbxJ%BmM)3%frCu&AnaL+=D4mNHGCi*Ovw^$V_-T({-
z7~QdtfT6{(_Q0wnN4hv!6Fy{`lQpMe1k6nFYWWFMP=+2jLej+<<}{3?nRLBXrm{fL
za`Ch!)Jd+3HFp8{iZ+5bFpdj=;mRc=Ue&$=!|4Y-CKM3jrGh&GTEJNVC7^HqrUWMt
zN{q$rgqs5?3@p7cv;m`IgY(B|RL_utxbY%^39uy?kNrtoP4V30#(>AP(-_-4NHVe2
z5%8LUVGROmz|ygZt}zTYWGn;o5Ule9h9i#lZ7VPwRpOD&YXoM?)b9&pU0k210q#OZ
zA}D1k|FL5dNNvP5VJqcs1cq%un9T&-8erIlcq?II#2M3Lw<64faln}J;CBKrS{KIq
z0x-rx*hM}w^~4>>)q$=8<={&lct0H&6AL>5Hw_pQ3m9kDfidF@1`Yv>7_M)$p8{a0
zg$*7-oM5KIs>TflDQ&g;L;-g<FnSDN&oltT9)|sTlz^iLs?15Zg%;eom=fCqD}&+=
zU=GOOz&?<JXz7S`w?Gd3Vf$dWDs&Q#C>Xe4sXs6qF{`r`aQ6TM)3Kz5fO8+1Gs&~J
z;A((rD2HBz_)P)E)PWdf0-Gq#b6+6fJq3mv3R=()`keMo&#Wh^5IIFZU~s3K2t`=Z
zaH{rL$~g%+He@=i?VlipQG)9tuvr(}v_q{p#(5#Y#Qs2C*jSg)ZR`grMhSWc`mqfd
zJ?>!XVH;SGt`mgpW0qtUTqnMRVyF#f5oj|8Q^dN_8t{+S76Ve+V;EEHLMw8un~-fQ
zB&*zn+zp@@x&-RG4;8Sl2uat8Le60D+LTNmX2J1-)D#j|lY5ZzfPxC*O9fAxp0x!#
zbq_Fz6^7JBz<tCp@#e)=vL)pv3%RpkIygfS@LDKfpR*;`g77B@p)d>v_f@9SU^v9f
z-h#6nQZUCyT5yXYWiPIkVJBdB+mTi7LatyuJvmvphH{nxGZAmS#~_7P&=c|%Fs3SW
zvmqpX#ERS@px1y+7Bg52IRjv%xr&Fz97xf1uv9)UdKv&@w>Xflo<gpZBkef7K4$@=
z6=4{j149GAaTty2PV}W7^y+8<d#)3?cB+tj9)zAy1SShyWvW9&umx!`n*j_bA*cq6
z*8!u4Z=DHDWhPHN?YKM_de8xbZSf7vfT>UqLThbGh{&~GLUxsitnw0aIIzaUu3&G$
zww^$`dJ8#;AQ&yas5>@+tO7w72+YVDZws!z8;dnttOk{)0h{%QwE?4>z&s0>A~XKv
zWdjTN!@dLiON-AWNp=d@Upfas;HLkn7x6Ew0@z<I40DI=_)p0tz;Gba&es5g;SJ0k
z=GGy|pzTD)hDg)4AoBx8w~p*Qu)j(wLy~R}^TL7A9wEB}>@O{&r%AF5V1Ma+3yk&%
z>p6kRf3aP_{%YYnFxn$5ImNrjBV+}@U|!&)fNlE&FblDNaM8^+oK9BF5pu#nuO-P_
zY{71rPP+OD+3G&zT0bFoG7NE8D{vl87I4=BGXVx0q#s=PF?p~EjWCr3Q?MY!5XP+s
zFqmk#hKv%hvu2R4@j`AJ2yy(uRt$4NZRVeQC}2~8;XoJPoU+qrl5+Ee+-eZQVuU(j
zca(*&U<<v(d!-#P9O!U02&+^gFqm73EI9CHf?lPP=Jgn#F;u`k0UZE?4qSoB$6?Qh
zm6)s%TCgY2C#%4^)gXWgo+yu#i&Ftih?m*iUV-!+f@^x%tW1ER5%grm5A$)e00tMI
zrvu5VB|`4dpq@zJBo7H9U6%^kH-pHvONCr+Fzu!|N^IL;Qf`@$yBvhHPK;_PFmzhn
zS)32RoJqHF7F>%E+74KRmkBrvfK4EI%PbU1A%%lU3S7@)!(O2;-qmCx=pGQ?IdlDh
z!34nl0(z$c816|l8xYyEs$}dEaN~eY`IC43uRN&7i=qvsZ`YiFF(vH<+-hJjSV1TB
zIM*y%vV|027$(>eoCLf&U}9UqU|3-2zT#=d(90OQ0oN1Ez8?ot`#)M6fkAMYHXLGm
z+Q5CE1U7-J8EwI9f)osKaX>&nz5nsT<LC=Z)c;4ytpX|SgW?#0;-H0pg%XOfRC;z^
zZVu$22M{q>WS;{Qdm#38+@c=O!8`6cV1HTs5}4;7i>(&_spoGh3uF$h(q6!O15Df{
z*zO<qz2X^Hu-g=m0K-KDUBKfn^ZG5Jw_F%A)&i~zFdteobXp#;IXz5KYAK5a>)ZdX
zgXal3{yjN=EI0|$zZ{TT)-$Le<h%*MX8wB(-VKn#<e^*mqsMr8PoOhkC)y0`&*Wvd
zEGMf{h1|g_=z%Yu(cBrpa0L-hE$$9r7;zXGuoAohhQXqlMFNWjLy8_1iid#BMJ5iB
z#C0C8Zz8jqLk_G<FfK0oad{wwWl3Co$Di4wkOyK|QvOZMVI{FxlgOG>3(h1+S%_0x
zA>}N-vUvw7cpu0N-Z)#?v(sj{nDT)5F}nVmpqwfY&lYRYOJ=bm#HlTinkr7cfs{B`
zVZy4v9FnNMd^L*|gGCiOA?5V1`fVn0d29aa=)bCQQ$g$qh3O#Q1cqT1Gq!gM>AF$K
zJ(5BXAF)t@oBFrbXMxyV+<Y6P{<ZncAg**8ixn)+&W6;#dY`#RoIO|Ur_Wl*78g7N
zDcH@$A(t>%ZXJDT#ueY}+5$6yLU4x;o5mtw=D^_62i{#O24;s#Hv7Xma&4xN9k!mV
z%7i=q_4FknToS>Zh+cZnRU@v1QNUcVQ4)3tc6B;gMGCoE8|cvqi?o)29kzjV-7MtH
z+Js&2w%LMn5K?a9)Ym^L$BZ5s`6u-hQX+A=5t-16I2HRRb?#597ul0L=}&6QpH%ao
zl>X+PaxsvCcWA+u(|=M#R*%e?PGwn2L&8B^?CzfwKf6cf+mmAFWs`E-V0#9Evp5!T
zvB(xs<l1dQP7;M~r*E_1+=7&wIHkU&Cl&H1Rr)6-y%pWY8j~R9B2I1jlWP8x(%;sT
z8}lc1_D_nF(~~>#Pl|$+lUU!AKPm0)J+e?bm18Ll2?uepFMm>2J9=a*|D>+>q}cMg
z<l0?u|B_2q?Scz|Tzc}t7=!zYQ@Nz;ZXxqN6#EAh*)8OJ-w79DWX*01j^{4%jD=JY
zq+o4;)E7vJ#HsPS#j^xtn<3>UmNi3)E@!ldDaTIPL(1iw`x&ytZ-~I_-y<93M&jIm
zMFo%v895>Wr!~VRkwgB>*GWJvFk!`qBw{V-fAN8c<zUYfYZHm3U@pVq5?`DTtFZX^
zZy>DCaQs~bX^>A5=l(192H7k)(Li4&|G$H{75Fjr{l#Bp1mX{;44lDm;(>?_guuyx
z6E2a&JQ5I({|=&_C~++skw-Hezgi#;T`VI&!~$^)mqe5=WaNlkII%v;6XC=o5l-|F
zHVpCccZgjHyM*{i=t=x%hz-ErAT|`%ckzLU@-&)?Q5Mp$%!$jvLM296Ys7~nq5-ge
z;4!f$@h^yqVF?j80851UK*WkL*~K2_0%EzHaN>bTkZy%4WN0CL3ycgaR7t@6Jj{gS
z?-09oADmdO2u{?008Tt45y#>Yv6MzBNFRd}>m6t0h$uhFaKHqy!ZJo6iP+F-ID5f)
z5l%cVieG6&#h2j3hOaVmL^QYxPRzdnCm#PX!r;IPx8THv?!$={A29fk!FoWn{4tzZ
zt_4ms@EM#ae*q`fYljmLM9hB$C+dF(Cmx6>?}8J{zsJFe$9p(Y@PWaPfOtqER{R7f
zmir7R9*BeC9Du@qLoBb#$o~#8atX}W16la>K|ByKsn77gL-c4AlmCB%pke^ah*2bo
zY_hRPh3qJj?Ku;0<uPMQ{%43q%;7~I&=C-QbOl7Y2w(mK#8|m8`H09T0S*KVA(&wr
z$`nAv0^tltlmosP5JmCuf)hOn$-f~Qv>N2-(0V{DlFpQqMAW|#<T$!A2^c0=hGYsN
zViLcij>mt7SR{)nCy8jtRz@y~*l-TW5%IhESZ=p?nZN{7;qMSF&1Wj^1;nEGYXLkE
zF}V+3Q1O01+=R;jv4OLI@W(pG;CUo)AYwA%0wX}g<V6NAG4lV%n83mY(BfJ^wD=Cw
z@c$o(<BxThX%G=ZcptDgU^By8nS4paa?e4IS#3<dB;p`^!^r;*G3zb9;4&pn{2L|%
zkAhaz0M`LxgX!>sD?}zB&Vp?y{4XLJw3{i9h<f${V*BF6{|T|~K1Kl|8earx0C*n|
zvmP?|2oUod0MXD^hCc%oFX{|$XG8mF$r~o4lga1;gg@2?2D<^V+&4f}@DmUl_{HR-
z5am+vf@4Sq5VBZY273cy1e5@Amr-TpYEs}oW@v%{{#aT}2L9Lx73czD!v+kF2E>NP
zFx(Un4@8ukF=!5mmq_CQ;g97AFR0HM5DlEb$R{N*i78CRG=@(H#0oPQ?#u8w4Eh6N
zgL4@k00@7qAb7zQGa3**T?~j0VmsJyG9V7_4S?7+3E7Z9MHC<&h*&TO5EblZcmW{%
zvGy_iARz7qWq?@jJfJRM8-og<1d=R8Kr}!V5ZmE1s0IiIB(R1;0u|^24hNjba8E!U
za6drwXaOL0MI_(|z#Kq45HV6a7%qt@+RfzW0ipr<OgTgxf2_SsfqhH{;s7Xkp5gyb
z5$E6kiv}<v7r_A)zz2*Ye~04v|92Ts??0{hKa?+S|37UA`|KfjfF3;pMBc#QW5zQ?
z9L>)d{$EGB{r{~Z=)x}qh|iw%zatv-e{~NG_3cTbVAwzR!5G?q?t}l_7_Sz`<F6ZK
z<T&itz=@+S6;3=5QU1?;Fh&E8f9`|-xeu1SZ-&Y7&wVh=3(5OmoF~X}A^GP%_@Db=
zywCpUK3IGmh&RM|{AY+o{<#nS=RWwK`{4i4+g6-^|Dy^SeK=kJxexw7-w*eNIKlB(
zLGoL9OjbI4<Ff2(fQ{za^zXM1X1i{mb%bT{plk1>rIreMH65e&8YDfo9R2C-n1WfK
z>~z!=9}ZVplxaJm(Q)FN660G-#>`>4e(_C7d3t=-wIPJf!|CtU^nYw;+w8OIIHbJe
z;4GJCN`s7rI+umb>N@7PT$Xt7qjTK)g$~*AK3n$0tBw<s9X405exNzEYmwuSPpwbM
zbJtbL)fFNFes59ZMJ}%3k%wwTL~l~B(u>rs<dM%SMFfvDuJR%u0?Vor5q-#JV5wC+
z(&2`PP$V;Mc#)<zcw{#)_?CLL7ugQ1pjre!Z|VZJrJ6_fza=76NWWWNq;n0Ayb6p@
zD%N?CUx1CfD<TGxniXE;zMDKUy;77}8$h0`6%m8U>9t;@>@6PI2nK4B?l-;2GGLsW
zB4QX>bkpm2P+bk1Oo#dgWc^*R@Ge+*Pvka=4!rnPTKhs{`Hjy-PRD&jmNV17%=CK}
zLf$B_aqp!)vMu&W@Bq~tqE>VFB;nhvrp+(1o$i@XIqIuMw+z%^rDQmzABZED-%}+W
z?u+1OTp9Pl)BE5lurZ|V1Mn1B!2=O7j_d-q<pGbJ`cMQv)7t$IJbehJ){6);(!Cx$
z1$F|M1xY*tPwRPPz#|c1MHU0|egqL}5E0g-UjsPY01*OaODaAFhk?aC77^pgOTdC2
z^GNldBEo@;YV;yi8+j83J3qdCD8j<bp0t0(DyRxn33%)9*>vg{xtOU_mYlMxxuTY?
zRnWG+>|3$j^3rFEb1o_lyz^~-_d~gf<KDk6yp$=vQu)>A7oZcV`NWH?0Hu6F%f$A#
zYRqoSsgH|t1Vc=A&$J&jexTBN7rCbg$`!S~l$NI7OdfXC@<~E7|I5~Jd50Aa`-e8p
zGvR&>bhw*^pTrO>TB!?J2TB(|fqrfh!O%}?f^pRZ;|iD?Y5Wv=4OrGw5&WvC8CdF5
z7+1|A!kx@$hG;iKw1Ih$wk;5CU<EBAVk+4MY)cD7yH!MZk-J+V+N}`nXCh)c>HZ9&
z-O8I_pjzlvvANq*FWdD~+nRu?Gpedx+m5bR6<l6z#Ntedx}jm*yu`xgS>N7e#S1ot
zK5Ug~&{y7l%KA*!rTQ<kTKY;jF@q$YL#I81PJ1qbUmO(!^L`GU)+QomlYVW`X>HJH
z!2C$X7tm?I;$Db|x#T5aK`(fucDslOAfwu$)7p9DJz#;P=1Yh+u+=X`L@-$gZ1GD7
z(<>3NfJ}M?VR{8&0v1LZzlJaY%X%#$BFJW7sjneS9U`}$FCySrmsWYdwQQ{2*PQ-x
zt)n8_496dAZH;JIWR#!zQfJ`EHPhx!DY=$V?AB_R)12$8RAC^j9&{r$Z~E|P-?Fao
zwC7vTkp>;AWOs*%h#_s?K)5>~+;2og9N7hI%Nq#yTM@B{-2E29{T9OgPDI3$?(ZPn
zz)k>LN)nwAr*{yiP7$%3EC%M?332KY5ecMU7sROx;sh*-RD2I{>f$BbDqU5k>=3Vc
zt!QWHxT$mI8^w81ZEI|%$T&|wye;#@u-;}tgGU*t4|@GN{g~ga<@swWo|NuyQ12$y
zVPLOnrauCv$6B)Fyl*&Iv!UyN=I?E<wRg46N<Mq{i$Ub@J$3J|AJg3u=jW?E^7WiZ
zJ$DiR!q;V${rVnukctVoQfjm#{Yv=ogEu!0^0y>sy;mi*KZuCcWYh=fw-3;7z*0!f
zkI-+xR(})`X=EL+#UG*Hx<$k~GN~K-tsD9cSUPF^3Hl9K)+Z6Mk!%K*`U(2&vxvwb
zGd{!c{tUw#7)jcGfp`Ne_#z^*$Sz=8zCgUciU^9_{T1T<72^F(L~JG9zd^i#odA|Y
z65k=--yq)KMZ^xW7?}5Wi1!Z>v6J-s0rCF9BWqy6*i9<_gm?ps1C~c#0v7a>UQ7ze
zs9)gUFYxb|h$tjAe}jL(R{s{c;kPJy4(VxyJbuM*%_q|*O{xERy=9HTn-gZg#%|5e
zHprdFYFTN1@>BkEpHa<(f}pfpBs?N?UvAz{)A;eA4Suhe%$xQ+mkj%@N?8$v$n8Ln
zPC)7WYaVCQl<zf>{T5s?->+^~8CA#0&y+pw_DJnL>+JHbME1d-g=6jn%o!baMn)q^
z>bJ#&lcL|#)+o=_+C3#<+^Q^fc!b<Ud)Ffk{U#~ObY7obrnT{n_i>$(bz>`9AMV(Z
z=fB|b!M!h<xKr!2j&;=9=soY(T}F<Y{B4ME>k(VEF!Ncg==Tz{{g9+_3y<ty;%OCP
z`!e!nLXv~~r2fw4Hrxl&i)?x~G!N{bK1z35(p>p@kNK}JL~5sP-sW;wC8N{m_^t@@
z{DSD><@1ZIvTDFOCn=lmo!^DWN?x7pJ<NDQ*6tP5xt7b@JBpMzNymGK33~S_R0!E<
z;#QEmtoznk^_`}MtPO2SN{gm+G__3_{tO=_*0Z1<k+e=Z^UCZK2MTYxuJxU<I_JwP
z>tSYX?fQpZM$eaj!f}lC`%&&QX?mPI|LCLVrbY)c*H2Jv_5Zoh`SP=fxvOg~C36d@
z<ph{FZU0>D%x!V31WU*A%U!c9(l1`895_2R_Z=~&_S&ttTh3f=`fU|>!a9%l=4s)E
zYlr-Ad9;i6$W3c?nfuA-nC>JA^NJ<SiwhrjCTq6A(zDK6;v=NzSFRq&UX|2X8*Znu
z?)~7Zlb784b{B;$58xm6uFRWlu6<KyYsH150sQVmYPWVAPx^K;g)(4+c^YLSufH0x
zfBml9AcxSsDawT=pZBbQ-_!f9w^!N6JH2`0Hor8-^~aZmJ&x@CWZ#elmoI#}(a((I
zmB2TP50N@bf2D$6B6_~vgH}rKo*t9QD<3OsM}{_DIL5uybZfG3O#LAD%UcKWH|ibL
zp2=O~c3{0Kf5+6skuk#XGvUJp8-0dze(23FGyfr{u_BXd1oI|%R}cSK=00U(wtK$Y
zw~yh9=4(FO9x{K+ROfp20WvwS$}cD<ACOO8TDp-<bSSAWGVfjKyUbcn@7vdN8%~6m
zXy-{p?*vX$YKs)XOStY3_`b^dd+)TnZ!_O=8-ismtyLF~t!wDWPc`uypg*j<S!u)G
z87&(U(lh4|->TZ@b>;SV&Yu)Z$^HXJ9PhPhiG<ct$vzqIc*MZZhh<DwrKe=<YuCO}
zT(bYm9^aMIa=T>ecLZ-%@k%<IcVUGdUwv%OXLF4~)yX%O|Kf$7@@blu_w26Yoh>eu
zl{BI1mY1Vsxmzo_v%;o6r8O@0*NX#&r(>qRm^Wpxfoj8}_$9OVb_~;d`P_AV!ozo$
zCQkD#aXPOR-tj!uzV?u%aI%cOgn6e}l>SI!8udjQ+)h4qz5UmY3e$bV;hp%91!|iP
zd8VbUA)oy^&91rsd0Fa`2j8u?e;@3$U#Fs4OIA9;d~#_;-;&MtN2aWjX5WxKBBA$;
zq}$ay_Sz<odtb~kf8pzul)2hCb$rQ;YK8Wi6IR2zFYOI~wqI)WW$rQl=4zF}16;N_
z1o^u>>TWEW8s}woU)lOWUKh2414A)r<yRGrwgnuYCO0)|PGH}OLruPo+h^Zpc)a3Q
zy4k3+-&SsD>dkX$w;vvQn6qU^qUh8R&)HRqS%;UYG|G7l5=xkNPSQLRt-}Sm3QL-g
z9yy||nsO}X>qt$KyZc@*vmsl5cot4l8L`Ci-TpFlz6amMw8}qy&(>*1+(RMPj{i!#
zab^7(-Jf}sTQ4wg!h5d+mqYp&c<0Q?-tzs0wg2e6HB-i1xTROVx9sv2v(lG?sg^hW
zdu?rcJwfp6@au%)eaUHr#?&!$*#7phQpNQ9R`g7{AZgyC%Z}P6)Q~k94-|%K4+|1F
z2O4j<R#5w*Q>gDeG_p%>_4GyGqn{4pZ@2C0wOu3FtIv|olT>t3dSdb8$3?cXYQw3Y
zXkMscd3LEw(AL^esb6<p4g9}tEk5@o+Bb6DuG#B$xwtv;^5m98f7eTPesD9^L)WzJ
z$Ha>Z3EQbp`*>cNsk=Z1zjf8K3|^8nPi|zcg`&rg>}bK(lG-~>vlWzNm6nKf$J{j!
zxFeUB-M3tI&ZN7+9ej89-nVm0*Cd@-Uh#R^vO?ccZgbx1c(?p2q7KP`dE;Gvs;ide
z><L$09k+P;{Ii>u&U1)5(^zq^de7)fD{uQ$Yh69=D8Ixz<Z$K3Apz4q-~Zy66yLPv
zgPU(?pt-&6VF~lDNSc@JInt<PGjIHz*3`yBlWsPhF38nsDH-!CP_At&rR#ifo&NXf
z*S2TzZ!f<PYF*QE%ZAwbRLg0)$FcQ?_RBqZ{*X=0k_Gc_?XiA6u`911xogF>^^Fe8
zhu_%kCJevZ5^d4fWuA7*m+4jGm+5a^pKxZ&#qLt4w*0{Sge$Z8S+Oac)h&MGZ$6PQ
z@2aGE;m;iFzS*8oyggx9qRZReeZrTOh;jz35=E?Wlgf)ScCWb-q!2^2^FPaP3!hnC
z{nV`XvCYSGt|n&ICQsH+y1yll;&H*ew_e|i%7@088Qxk@I%mw|&e3rPj&C@1{n3wp
z2ZzbNP07vjIHguH<L#IVPlK;UGEsrYzjb)})?R#{b!CS3vwWq`66Rf(G%u~vM!hw}
zB>ZgkjKDyr^LNi3o179+{Yb5>z|_01U|QGjvt9m+eP8jH^CR7}gz|kRbsvAAIV$$_
z%%CZWDGf{eH&Ex$yrjGc!thRD?b2T-d;(pnOXQ0Mx)%!Ww}#61%lFh1oa?ne4z{3|
z@ecBOedpIK%p8BQ(QSqG?FHtK&aM5XXpY}H>lu5MlIFE5FF#rQJ$%Qj^GoV(SP-@C
zf~@Tx<2E;VzFFlpIkV1x5bxwsKQC|o*}&&UlYZL#)V!UoEo)>q(M0Xj!Wbj-=&Mwi
z9GJJ)@?==*lw&VCeWo0>sx4@|vJ{s7&4&-yI;v}pFR(Fr{>t3i-=n2v{*Mrjmggu!
z<-{_Rjwcl#LL5b`CxhNdUIyQgG|z_hA#3;J_d5MMH@pkm<E0~~{xNP#;f<9=Kcf~T
z?=*Si(UBEpv-U1O@%bV3JL5~f9J}l{Bh6spG;;&Z=-0Y6?T0A!-e8``xtWzFdrzy|
z+27ikKi~Xh`dMmV&Bd-VwT|D4-cJ*v=imG}YO{G<$laguhO-pLsA{~>Q$JC7d{1XW
zq-*VgQHvy^S0icO4%1i5FFGjcyT(NxX->T5t<x5H(lw_hAa<4>d#%R>{j2<GkDc;<
z^F3MW&%$fIi#(2$>!-OH^e-IWKBdg$cBCm)gXRtRymdmunky3rU7I{~`q`G(V=s>S
z>bGP-c9_MS>=wV)E~{te>o1w@UJ$)iFfGx$&!B#(PSw{u&z2q`72NkvI^-f@Uah2g
zZ;u+w=-wTjFZfwpdE@9e(|~u^Kgh?d)bEw>pzgE$J<cH3y5RXo?fL%w*DQ%RR1@{H
zu6E6xnMKCexYF;uo7_sCP|M}Pybs3vtEh4lqttytb7q;dyLK%+a&iPGA<;&rLRed!
zJt?W=<A;*hcSLS(4iTS~G)i>Z%HGddw*TVswI$}+iCN1e%&U_$??Q~qj!lEkFFTqs
zPI`V?DsdxVX^GdY7dy<<yRUGUPMf)J=G(sO?jPWv(<vOsDO~FL*h$uIlzZpM^b?`3
zJN8;zAEXR;V4mML!HAm7J|+HD2GV!!`|KJ0;jOFh-q=mUZjZJqzMeew!K~K}&u=@w
zeH1O2BUK*QH#F+Zx#|oJw?Pqd+wICWpOi4~j-+`%9(<oP^3L`A(n_U?p-=n2d$Q!n
z^$`uNd7Z3N3!99be_pbY)0n-J$KSPVrN@;Y)xo@3Bj&p4o=zBZTE*2i?%F^lsu9hz
z)V8s!9<XG=Y4^vW^6p;0+xy3_UCT~c)F-ZgPUGCc@`Wo~kFr1YNg1qT;vxL<C?oRl
z%Ij*L!C%@|rMRXp&cUy5_RQRSlIB?@8mu-snG@i8?e*<Gk+r?Mj(weU(3B@)Kl`!G
zCFArD;aFB?@bhy1_*SPV_oWA016~!XU7dCJ)XSp_xWaeO(ne9~3UK-N#bM;Wxi^m1
z=KU7ft=`hHV?|u@>equjQfJG&;Cfuk;#!kihK4xF9qX_&JL-OB*X^7~dRIQ2J~lN+
z`=O@I&4Iln%zHrA{q`arX6X@LM1590;YEGvL-439yk%;TG`%)@Owhx|OExF>OsSCB
zS>e`bUHsZV$fLLaaF?vNUC9}~9}5zr+6&$d9OKt@z1OX)b4qq;H)PgZmRQe7i|wpj
zOzr4P@I`W0H~B}otCtU5{l=mrOZkX>#Ib^P10F5r?BuYPpPRwk`As-i;ap<>Oy|*O
z8@5aycW1@L*<<>aevb7B_%&hPWC_C?sb&JK^;QIH9oU43XreOM;KWnvB|<Z0D+SO(
zZAECMx)7dGF46$csoe-|)K`QTlsgBYohm|jNfEsOUQyE#UQ@*g9TZmv;0@)6@RmA-
z@QzZH1?Z%L5xS^L2=6IA7vKXGh47K8MChh8<p4fW@d%%(I)pEjUT=V}R1(5BsvhAx
zWh@U)?Hh<)AP-Lcq?%FSJqW$zf#5fl!2^M;ItaQ!z$OUFP5~}u%TQ9F01_#JdJht|
zG(oxc0pt+W9zaTUFqGi*g%UCZHKi{|Do}C)C0v4HD}rS45Re2Yf}}S=9Rmqlo}lEE
z0C@!EkElRUrxE)Ql#()FUxErjR3xa&h)M*d)(=pbprR4`5mXgoe}Wp?A8-IcEkRTv
zsN0CD1f@R!kWWx65!DFl5#m6C8m$62h@jRYsuNTTq6R^ks{#%ts7%Bm1oaA06XL)J
z97<5z5Qjk&5Var*YJl1h1;pV5^$k%6VlWV6ppP*a2p;P}3<hBgMqmsEL9j<q#a0k(
z-H{;ZuMPqO%1<2x4^eOx1*0fM4G^RnfFMo-1jf`Q6qp)<KzlF<#!y@#2-;DwdI$){
zQJO<Quw@ho?qLZ5Rfhs+BM^+!1c4cqqzQsAD0mJ6Hwzf|J%@D7)fiiLu=f76<EkT`
z^-9m*SUpHPBQIF*X7Sr=+<V!F1_Yjc`DwsHE04hg?$!LZU-r^PQFf8?(w!F_zW?GZ
ze$q|tFoq>0qcOkMOX<h^{s)Vt2Kdw;?RC)h!;P?X&wayZ*zYa<DWfN|{P)g-lN7pd
z8+V5553Jef*g7Lmg*VtKKoIUb+IFSHOthk=LzD<1<p+)u*3>Bk8>+|>z?LE~&yG^G
z1{hBTBiK`y5F9AJ4S*vRh2TV0A~;i;wg4_vJc27#hajT#>;NWENeFIKJ;FrFcs${i
zfbRtK9MVDOpI5N<+Y~2e<epOXtW&jCpSx{Wn&|5LuUlT%c*V8`B+oo=S>pd~X?^mF
zW7p>8>>8%^+xLoFynDi;&*MD$ESK;K*P5O~8h*N{snK#e)NM+EPv;5$J+E859S;QG
z<UbsiF#CzYQr$COrY}Av_;AsxQF+bgZQmy)2D=>C;3ZhU?fQefp_ei%Bv)K_NyUep
z$OrSg1}q7fBRKmYg9<;=zD}{1`bUQW50q6Fsw<4D3>xn|W^bn7%F4>RvyJ0p3>IY!
z%RC!=QvG*%(NC$dn+VF#j8I7k8lNI3cgn$UhV^qP;fMCp@KsuiZ}x7hTY3GI)YV1(
zwRRUhv41{(ana2WWbaX0A1+S2{=HFNH8LjdSMP+ww>xbl{PvJE@5>CsmkKMJ`=zZL
zHE!<p#J$Eu8z*ecD~_I^DY^ajncfk5{9O+B=kj~KIWDRmHcMCL7jJ^D!-3i%yC<le
zj-K|lKh<ak+v%G`#X85&W2CFs3tDquEiO8o{a$|8ylVeVst!h7O6zth9h?1n-j+zi
zjD*{hJWh4oj?^D^w1#s;b4TsU`jewKT1l8URnol0(;HK!t{Rao@4oK+6OZT9=Bxhv
zG}Fdy{QFfqTc@Z$>dYN#mp1dWDqnv1`0pEwrwuian0kBB8T)THZMH7^(5B}TMx~p>
zTo^I1J!P{&sZDb6r@S<BW&ZX#C0!3p4-OyG7Tww_xiwC=??vIhA5jaM)RceKudct;
zKf}wYJ;`bNjHo<K!^badCCu}pial^HTfqAYt&g6}O-M^T&M^spJAs|#Gjyd?!R_<o
zgFpK0p0?m%PSDF~Q8yiueEa8qd|I;mWWmn#tP8pQe|4l3SDrs^+x<{eLhW=(uU~KW
z;%6_sefHIXejRcuA+FiYQU_+0W^zo3(|M&QvSaRz)Hyxj-X{KmwRfoGWpDdk=~J2Y
zbiK>)rSFwbz7CI_H=cT90i9x)zqDxO(*UFIJNz%jUme=Ke;?IHKE>o5`?Q;4AIrO!
zT{PVeDsM@VJxngr-(Pd_#*OhCm(G%%yXr^uy;-GtZ}CSxJ=ZuhB+VN=b#2$Hyjxp?
z=kf1v8{2!oU+}xBL+*_Km2>XGgMLI~V)RVmn81#6d_k)BA$4hmkh|PWtqSS;gPvbq
zdH=}8Id^KP9hP98g7T!?{8z%Hv%$Hud~7GKys_n*L9g+VsjrlWpVe0{YtZp{*e_td
z?Zv<=cI9_ujz{$Ss+;3A`|TK6?EtIWBFb07yjhawtxle5^J;g0g(K!vVOrM&<y`Xw
z+nvLgZ%E@+-<sTZN_5t%d*~H|qx>bp`q_%MCWTRT8sq25WsjM@WU8uTZIyI8<z@xu
z<*HA&m~m%G`j*)~0sTJa{&@aK!|vi>lT#bEX_@G*ojupgpY*(tAElb@SMYU@Q|j$=
z?w8jmwhbwJU0$^Dd)MyM66Vd8H1D%VU522A^V{#5-Jmu7T(!T(9j*$nw@k_nT^)7k
zecg_(Ux&C_Pb~THyo8Y|%bX4naxN!B2fVuC=Tta;V9JZ_&eTsd&up^!ir=5}N~*QZ
zJrdhb3?|9TOE)j5h;cHV($8Xg#bf{Wwxzc&Tvb01<{D(*Fe~-V`E2JF8}|H%xu1tk
zh)Kg|;P-T{pQL$BDT&;ceHZrC$1cfi8)R#gD_7}%{KOc;?17u=ohI)3b;L`#_raFU
z{C%r0UZgHu)?UAQadhm7)2|a_9}Ww)>1QfM9TI|h%C2{BnQ9lb1h&bXZV9%$WV~ut
zxzV;P<+<4lI@aIGAKf-+UuuXyPf>Zg|M6QJ6qd=kmA<+pCz75rNP&I1!t<qsd2=Pr
zyH(d{r<K1rIChAZT;yhx&BN9X4y%c<RU;19@s!kGZaeBb!F1&IRDR_SgC`>n_F3~n
zFR^xH=*i#I$wS?mhZ|Wj)GTW-&-TZSb?zHSk5GMcRK87l^F9?v|Al5Ef1B)cCHJ>z
zW>($0FzaVR#h%n_1-=g-S0{f>*l$!m{j*WBXx#XSDb5Dg66OU+n%BKyz~Iu4=OeF`
z#i_NpQ{8WhzFjdgHO(o$p6Ru}DT6#>G%9Is>><94f1`zmQ}DOYifB<GYlz&S$xSyL
zDxVz5q<A)9-u4%j_v0oXSKauks;V^o^~35CwcJStbFv>w@1LS?JXCY<nZiYne({z#
z?^ydQ#60*=_1d-|>qOp)DY|int5tG266OU;ny0MQV5Acwn%o}WTcL$*QR{d7fQPRA
zWDU`!{QfJA!d}>RoQ}Ua<vL&cq433lfXyp=J&SMZ&Z1hc$vMY|>VMy*N}WUVe(28h
zT$C?0@@~Yix?vZOTfT37J*uz0Ol2--`^busGnBGw`_xtUU-D_*hU#poK1<v$zt)tR
zeX3;XB$ex}IYxnpB+LtzH1D0mKo_lLI!_+oFRnKW3ivu@&ph*#83V1;BKR7`FQ0d=
zv@A(dF5b?cGIf-mp6}z~=XGx12usZSq3}~?(3@VJgY&5{TQG0Hx}#6`O!e8n*>l~A
zq^z^j%Tq!o^sX(8Sa?)(*7K&NdK-G3jQpmeAG|;qWneR}JGdo&#^QB({>KtOhfSXm
zu-;O_yakfxd5!Q1>D_mK-6!+*F;mUU_J4Uc^8WoLicS1W2X19nZkt?p@K)~p)%kp%
z@(ov}H;aC0Ryqt&`FKM$xS%=V=60u|HcH(N%oE*jxMioC@k#pB{x6#xZ=5)?=lqnF
z-cMH_JsG}sI`78Ak}?Nrb=|U#B$3s@kbQb9>b|>fy+W!V+|m}S$$oX_yM%dRlIA^c
z3gY}4yU*}NLw{Y3;5WLZA;-0<M{j)H+LT)~bePV$C%i6$Y$Id7(x8g*3!f!LhdC|t
zzi@JlvGwPEvu-*%-(N`8pm_yl&su5*Up{nYT_<nUtIKCexiQ%v2pRk5qrTanck`8!
zE}uN~rE_1S4|`t>d!#w{<&kEEnFV!wq8ANV@0yUdQd`2j2ubtiPJDH2X2yxg+8>5K
z-usIubOto958iCsd*CwnBUU@MOPd=WxtjRsF<&n@>&2nKaeL?YOITIYykYi2cjFV5
zg`VF8)bjC!D%Cv+E|;Su6;Bkt3|w<JJK57Z@55!~r6Ur|PtM!h*Z!y7-63_R>SJGa
zt<Jf8>{9ExS9~`+!&*hQL)Y0u^(QT>O}sTjU$&@jq73Z8?WnTK<8#JsIXQfPXckpt
zxT~acmCWGkE60Sgoy59>-g)W<tzkFkj_F?SMkTb`pEh<e=*%n{eA|+@@ZSAWO#;Vp
z&w3goY2EcZ4g6*EqN4S3_I!GkKSg#_Zg7gsmEm>U3M@yyyFX^0dsf(x_cOoo`=zc8
z-Ph~v(tRTqi2_tNP1WL_YhPK*z4(l3MDt3Y)TTY^rR2VRwS`FT^x&q@!QNFX+jyCM
z$*5rW&n9L*CtDqhAA30@UnqSxX=mSY&(*xs3<iHUJ~N=%gx9=_{-G`XCOm%d*K<hs
zIy6@8qNaMA(y6Q;`Z;CA$E-q#Ptx~wid^=F8E2dGhkm>l>a#qLKj4DZtMBa-F8$Dz
zt(o05qW5ou=fqpZsPjXpbO$icnMe^l(>fv}GeB_vX6@segvIlmYjtc6cyBHplYaj=
z>w%|e<5N!bC-$N*#1d_yzR#?NJ!Xd!I`w|68y~-OQ-VbF@NK=GLt4wN*XaXq?hG8h
zTp{|douD=1RmryF+Xw!L+?KDN6?f|gyE9;oM`k)daoVlit9DTd#VW5-56BO849woO
zDX*-hEtj%#1oI+vW+&+$T>i@L)DNponmW@5g_LK+%>HIsb@l#*=jT-XoU4Yfy0r63
z*HPCY_nV)##yl}Fv)K`)eALWz@2JEa6<h^+IyYX@JZIGnb2^>AZ&#@JcqZ%pxED?v
zm-#p6?tC)wt^1DIQRfwpI1b&J>zl%_Q95_2-FENbJ=CQr(QPumFzSuU@C5gDR@56X
zkK%d2J>gPnI$l`rbAo%q{+=LMPWgF)z}p!FS5c5aDNY4}tP5Ov#?Nf#vnDAOJeaez
zVv49_eR<cSRH<_>>uT)#O!Uv1emA1<wx{g=1|n*cL+YBVj{2Wp=-XB*=1kCkVt;>o
z!}t^lkCG%kx<AUtc*92O<6fz}x#xAFc65pcUHP!;z)9(!i{ED$JfEp)Tu<#>v5~JF
zJV1B;ISuQ9by0`7W5c626~^fKo*m)*mV!4vRTHkS%_dJLEJ&G|a3U&Vu7Z5Z7t<8|
zamP-42q<>^l<;Kb#zViq^?$g%t$bCs@`)+;UV88HsR?|Q>}WsYvD;k>L;OvCPr#EU
z&HH3&=U+A?*`RpQ20o#m+95U6VOnOY&x$*Hc6Ihs@^H@6-{eBcjO6cIbvA$O@11+P
z$~sKqef{@-FzM~uoqF)KDmBX$%o|a@U1(@_bM%6Z*(OP9S;yY5wb2@Qjx~EuAaUjX
z#OrtOgmnF=JHE2lxLrT|0?*$Z+;k>nYE7h3<36>|$|}3x;TY&KZ?&X(v%@my7#Z4R
z6>gf9aKQIv#_|^f6}*hBy%inXN^icK5*zY%WZGl0h))&BnW}8&?D^4D&3ZAiF<h@r
zc2(uiX>m3bPXy-WUzhUSaA#}7pf2?eg`W!BtiPlwKRP&HSe9e6%=dJ6aQ!mDBTlb9
z*XQcLYc;%cqj5vtxe<$pM$Tv@@1F2HwLw?HJnZP6L)xIQA=<r0f2r=lihi4l&P<%x
zu5;G^=CwF4x!tP!_sOn(kdpFB-h3&)@%_1vF{_khM%te7-4?jzhw{7IAMg3C<|$I=
zz&xrE?$?PlO3xbx<KhW07}di^@jv>{&Q&zHp}PJ|;_8dGIz{fDj<en_Zc^K1Bt1B^
zL-9xH#!-i}2UaL}g`Lis*xfXT|2B!W`AXgW^^Pa5NZ7kh(%#fZzlN*Ye0EDS+I{Wg
zdgbmEA7zcTYQ9I-v%hkbea!`}&DXp~r<(IeSyyCzNX))tFlmBir;&`j?E+5YVGEaq
zODJ_W2&cyuZEve5t9&$XX6fz8e6wwrw!*7xKIup8=hmz=RJz=M^BbEt?ImZFyGIQ-
zUwKP=#D<wSue?0=uupo_@11L}XkL{tujdCE7*c8B-8vI;{%^{nbzfc5ru5|1Kg;c$
zFUxAFZo7JG?oXDwjfsL@%y$m|;fxn|8$zt!MV{atJo&P6@2R%u!R$d#ZlzK+XkK7x
z1*=@gs(oa~mWy^@C&mYK=9kZ2A{)P0U)H)nq?MA<KDuen-rA;2+mlVpoOV4p=2KHY
zaNxw$VG+vZJekf166S4`jGpJ4X;U{PZ|P;&a?SeH9-^lH)Y;8lhW*!SFSya>;ILfh
ztj{pFUGX0LqBZ?SG+fMi@138@F%ayuIyUHexcrFI=0a-uL@=-P;_56?>bDOp*8We<
z)TNCM-f-cE^xLvz-ja6WY5!~`LD2GN=L+sW7;xJ>G$!WdLEfkBW#iH~uKrI3sNOWh
z>Dx0`G9=BrDf`|j=~!8-ue`slZo~4;Q<kZBK6raNDj>_fql7wA@0lt1cFuMezfZ9B
zh}EoJ&+g0aS-IytDV2M2sd0hS4a1j|!6dk~Z?PQ|d}!kj#hCAdPMz2{uyoAW_q|%x
zmu)GED113IeDahtg1z-7k*3ja{H76)_r1#RH0iuh+EUz1-ci54W?!e|8~G%)bp{OS
z_DQhd{+t10Jd1Lf34$$?L2zg$Tz62C4it7t*Vkx-=_;<_IV|-^Y3OjH%DSx+@5G$q
z-<VF_y}h*ltN!*N;?&OwGIP0OP)5PY!<Kinb2@_7nDr8s?Te+X+#$RHFSwf{^xB2}
z+|q0ZOJ&b4dbVRm<d3H=O~W3z4bSUk>X~gFpd1>pWVGc<-x2#Ktn;1tq4CtvFZqj0
zq#KO$tg0l!iytTU9MX^E2wB%J!Pi{wtz6RmeB;E+g999IzIoZ6{L)rxE8n$m%jI>i
zYI`a1)%9k#Hy?j$-_g*od*`WNw(qyx-brRZYf`4(pn2*UFV3%BRR4b0(Yj{~`}>^s
zy<5XOb<}C>#>e}m*0ip<|Lm4cL2K}^#-G7DZJs|9f1YmAHp;O+=d;J`j>l>*Ul|GW
z@R=GthxDc)0loK)C^&6*Ue1WT`$cPElum8`WsM`=oxCznZ)R|vJ1gIE^0E!8cS4&J
zC+~ExzkA;!;(o~ITw;*wlLysXy{YX}2!6sbi|A0Va)+!vMJ5(2s)_Ra-sfC~%DqsS
zp}+g_nvHqCbd)_FI4<1Ebuam5Z!0`0do^T_m;9k~+pBd(jhssLx+P&9e!sNmkgmyo
zo$0tSCU<~u#3uHV@C$ae<Gvdlx2?5m+9zwX=J>I`4!c9utd{ZLRF4w&aW|fGb^iYO
zuaniK%~_q#WR4wt*qd_mfU)U!MydM3@asuSxqbGY?QFQEbZWpHIW?DI+d~Wr4jC-y
ztLOcC5oep%sxIH9!GR0TYoG6xy?NOAkuQD5zDZrVXujkdFgqzTd))gy@nT>$jLqGY
z;v5i^p&)J!2=b^)C<vMg0&PDK6i`uqAW)qKf_o?^q%{3OP=SKg{var#>QJ!Q3k2il
zg5Us^G#B1@JxJ9f9HNZp0UV~%5ROpI2uCTi0DxjD1K}9;65%*yJ0GBg+KO<3>Owe4
zxdZ}~Qo9k#sILg8DEA<M(^L_{8450(y@<2abcAzMF~WI@8v<~F@<X^tokF-oDJ}q0
z%VvYAaSOoIE7T<r5akp<6yPcqg>a3kM7U0Ah5=Mi@d%Yv9YPhQ7Y=ZPN<yfn>Je%v
z;|PG8R2o7p)r@e9GK&PLqcRX~Q!f$jP_|J3cd4xi_oyy}`;<#GzyoSG!b9pSLOtak
z1Mr9{LTI3fSb)dWbc9B#7=Zl*K5~hJk0_c5(!66D`zd_lg0vYvaajo10-v}bw!$Ya
zh|k~?mqmcj;S(3cHu%H^@dbS1vKX)(K5;>O37@zuCRTDj!dT|vKf+L<BI5}g;%I4c
zJTXv;I=Y>h^Iv?K36F%8riP>tTK~lgV#Utbo;3R-QTjHWSRroE5=FZIRVCzPP5GXd
zjX28I@a&3G@M9o>Lb;y*j~G6_bVVv*#}T*2sh`1kd#9(S7O3ebCQmmL^E8zM#80M3
zoEb#_gDCv1NnBuP@cj6Yn9CrOFYQVvmi}FMJjF^9w-K_O<|L?$1$(o_!qn}=X14!^
zQjHzNdxGP?0Up<Zxnt<u3A>@n2YCD#7rP;^^v7=E$*kV8&*??R5;`of7uyPcO!MnE
zec;lA&jP{%_>>JikfW`5;v+oppx;)cAKAhD7KC+%sfQ0$P!yN?>v=*P;P`9_JkBxt
zP`?%m@W(to&lAFDfAl<G;v%C^7G(Gs4?He0GJIOf8b)@Rk>O)McA}MV&=+&`!%KP|
zm{ZP_Lnm--;(=FHc-tp_cF1E$VEt<h;&X<29`{oLGA!2zPFxZ3sAOaq0erg#?V)!<
zIs(6dqvto6a!QbvV(L~iGG+9?4<oDr#HXP2gYy)ec+k6p_`jjCpnJtf9a9;fJF=9K
z-DYGMW_)HJhL`@*8$3+~()dsej4nC^fB3)0SoPuvLj3PBLVSJ@J^=*}e6SG~90;c}
zBcreK#Q%7ZH2`GTH4m9`>X2@SG={ex5F@DpCq4}iBiX=|8w}~ukj7|W#POk8tRZmX
z?G}WC^}pKt4!Ed}uKnG)U{^p<+9FuM#?o0p5W5j8_KqyD2nsAN*vn!`?21MmdpGu8
zutl+JGzK*>Mq@X|yq4HvV$J_K_uh38xhe1a<@^4>-}jk3-g3^FIdkUBnKN_mUa!zi
z9IF5vpg+<ZUgE!WD1O$1w7(|vRm1rTC_~C$$33!2b)Y9qNy<N$`MhvWAI8z(_^W)+
z8|RIG#$WX3H~D4_oD(Az@<P5>6X*1CI1+d%-%F<E;!np%YQCxzJ6W+dF6d)3J^+2`
zh(0uOg&!=-+|1<E^sSjiz+zwtK;NQS0FZO{2TVXFkOd3?1_FbC!N3q;C@>5d4vYXs
z0%jl^7zK<5#sFi1j{zDW<ACutu+0RVOavwYlYuF~RA3rkQ<_yX&&BB;blF~DA8;O^
zFGkG=761!@MF0&j8c;t2kATMjy<z?opg~23CC?#GA<rOBpq{5rCD$XDTm{e=qK&x>
z0Q+d=RJ2`H7l;7r@h$GqiN5bfdy9Pm+WhzxCjAX~36O`V0S3^RvH|GnC#8BNfl@$e
zpe#@hpdn@tH~{4VM}WQ}cm=oyTnBCdH0+iGD`;G<#K~vCDqtBvU(T2WOa`U^G#&>5
zgMlHyP=Lnca9{*55}?mwW&*K5Zy*k64|D)J0-b=)Ko_7Z&<*Gg^q{MrIB5g;0|7uF
z5CjARA%G4D2kHV5Ks~@0@B?UY=K%+SL%?C+2yoN}FIKQ-=A}4a29yVAd{+eMUz;Bf
zOa|zaO&frXz$Rcbum#u#>;RSkbAjjZh-e%m0eqrM{5TeUU+Ox}A4892I4%cP04ss%
zxc4uz?me8`2WFxxGC>#&3;~7%KjPlMfE&O~U>^8Z<G2P`3Q(TB2v`g(0cHWS0S?Ro
zMgjEh0ImDR0@*+vz!zu%)S{@9he9ji!U<>v_yYkzb>J7!ZUXy(oxnC=2SC4|SPd)%
zJ_0B}%>q6KvVl<m1+@M^Jdgk+0tO%n=mY41R>agChz1$}4S_~LV_+q^f<8b+U)!Qj
zZ+!~T7qB!yTe=3%On?FxP3H4)TmT%z`61via0H;)jV80>08L;tVSNG6gk+`}h$fsf
zz*=A(upZa|Yy>s|n}IFBR$v>j9oPZv1ag5Dz!YFA@G&qBm<UV)4nm<rz+vDBun2e#
z+y>T=k=Ekm6JQ+B7w8A10%<@x&;n=%&=<GpgJ+9z{uK(&2hIZLfE-{tFc~-n`j^B5
z90yJSCxP*R5!eTwd>p?9zM)Q{Ok@rUp9j!PL|f94z-utP1xx@<n>5okf&ve5J(Wqb
z+%53k2Ik`4G93M61mZ{&nFrtn8~}YbFc!!H=v!3uU8)sc_={#JnrJMAEdhh2pgA~S
zqT;2>u)0w@!J7;00(Jv?fW5#z;B$b=hy!SXqT^E>vmc>${IR#;pOs=&%|GFiW=9If
zI$$|KBZo#&4A2&64KxKP2GeM%4b%kG00m02Y&+mG@Evdw_!dBSiUVORj$?q)zyN?6
zoC#nsR2G98IXrb~Q=lQ>2T;7K!EGH8@T=jpDo_RR1U!JsfIFZ8T!BhJ8K5*!5-0(b
z0vrJcfRZsgpe#@hr~s4)DgrKm6W}Z#-EgF`v_K6i+8ZZc02Sy1h?Vlkj?BqSb=3rF
z0rde2#g?!fg>wqMkw6F#3<Lp`R8t)h0EK7@)nR}R2nDE&20&w=5zqwq2p}7G0y+X6
zfc7+8+Tx@Q&=QCSXn3>+TFKWW6a#byx&mE*Zh#R;0?0rKKs?YJ=mC&|J>_F8j=caq
z5C<dz6t&WTJ~UiXanct^22ubTujxPrU;;(~*#KC@nQ$PEgMcBxU|=LL0vHYq1BlOZ
zkB*jeq7fg-bKqlOB{46QZ;Z#0g2pGn1YkOl155%Y%I8yXoCZt<CIfUm6Cgf1C*B#r
zY@p!1S-AcbAYS4j(7BnIh)DiKvk@ut8L$AD1Iz`;-{u2Er*i`F5q%}F7+3_5=}Gxz
zz!G37upC$c5dSJ*HSi7aHSiS~>kLl51Wp5|fIMIia0vJu*aw^h_5!)U3E()e4LArK
z0}caZy{!N#w*}Y?Yyvg{>w$H^T3`c^3`pg}{!|DF<N;Li0boC1soYZWPTbo8P{mXc
z6}%lFncaY;vRybQ2RjNJ0rCJ#V=PLO>=!^e^5*jZSs)LvC_pVe3y=V{EFYj&kPz`(
z=yZJ!pcY*K)WAi6S8-*j=1VxEHh&M0ZQlUD0Z)M^z$4%$a09pokn~mgNS$c}dIL1R
z9DyVt9=HxX0DcC31a1Kj0lIe|_!oftX4M^>+y;J-Z{C%U_i+44J}2hKz^}k_;1}Ro
z5y#iK_X>Ckya3(;p8%xv@A8o@7~ld3>OKgGIH5d<@}Y_V<;N8O%9R}ed%zAT2b2ZM
z05(8rpcGI7umy?%#R1B}EvSKWZ@`OB&@d0PJ5FhebOT(0!bQ}=Ju)B}mR1DeKo}4T
z1OYd2pJquPfXVHl&hW*x7N9BE9|!<wrV9Zq{K0AjXcD5xR{_T;5SsvvfkpuJH01zP
zQNhA<;V0MC!89x4f00Bd#7=q;JL%UDXaG>Lq*FZ{`6wqAY$i$KupH~-9RG`4bdOw!
zT21alZba@wE=5)#Wm|z~3C=&lu^B-3DOQXH+<}(3*8+$JngeYB{4XAnVVlK|R?om4
zN|!zXrU8_<QT{d=7z<1Sh5;V~l*f$$(ty#xC?Fdc1oQ$10+caj0m(on&=2SX!~<P{
z9zYV%h0^U5oOA|EK!3mp7yvyG2gCv$fp!47PJ8*-K|azws+bDy0#I4R(+RN1SmX*`
z_XNF%8Gm&HNRXK5*j+xiTo*i&<`#ach-kfmg7TJgYOUow5$6d7t}XY?mJ>2(DnLTS
zESX2DfXqndqsob&tWi)YGB3$lDoDXOS&n%60+u=oA0cBFD<c94k$^?(bevlXq5B1u
z%8+^KzD0(VBTHBmw{#uRDa=@ur)#Ss=zr=fOTP>*Kpaxwe5ia*eM$uk2ZqV#mICQ|
zgnVzLe5CFrx`l_11?xyA28)N1h8FF~8L0&p#b^{z1s3a2K{Wh6k?+&U7!6PvmeyG+
zB{_0tx+Wf?)4lP4c^v*CA*z@vBr{Vb<lUCSsMSOx$FwLk0q0Z*6;`l2EQJ$4l|$WF
zP!TG#z_q#Hg;?Q2Ff0J(1M>h5<N#C|IVdS;aWpE3Kvu9+O!Vmhg3G(uLiD2J3i_W4
zE-JA6{b2IfVu{6qqJq@_%G&+&%9#sCI*WE>!h&A@DXwQ1xHk*u7H_w7!(7~>#>@f8
zszr5G!EQn~n(?m}So?~E|4!`x&$|fyUsSxeSfMEABIhGTEspwEoRq9txGajIV*F3S
z2~8ekE^1L>M!H|no2f8TplFZ&dp={f1fQa($G`5;i!F*H)GovMQs6Lf2sj9=09FAj
zfzN=oz-l#?pKEYJ2|^xl0N4+F4(tQ=0(*enz%C#c*a_?aw)2J_tb)rXoNfd*0PBHu
zz!K<im~ZfA5%H&Sc?$RfI0>8pjswSlqreg1d*CW?1xSPFH5~5(KLU4vAAsAyE#M|_
z1887FSr{^mF??bT_N}`vG{o1xH*R<!8@YR0<K4G&$t_GB8{`WLA6XN>?+V~^YO>av
z5NZ8nM_VCpw|D*N_peWZ&)+x5Hz0tkYq1m;2b5nLWS=j-xxXR5LQ{|fd;|S`1NoOB
z%*|B;a#@g@Eb*#7cZ2IPksR!+L#XUqi@CbhlEtTaFC9K%QM)}-=|R5!s$jmj7IQHh
z24|QInVBkWi(^gu`x+~QA=oz{+&55FAEL-UvwMFx<n1Bv88tx(_YDY!C{2>3KzZ=E
z!NAYf{fi0>2=@2&_YLSNtMj5OtNT@!(-2SseM5W$U>jpPWsj;sX<i3vZD`R^tVic-
z69li~Rcf;!^#I<fHuGoUD&DR?a}vUQgZa|htWsSRi&;gRnv#~1rTV2;%;YzjU(|-U
z&Nl$Mh!a;CC=+%#yL$6iU(W>v6274rCj4=279a$v7ILpT%(pJ7F1lSwuzTdUO9~nk
zTM6s|WN&|QACWBm<_nt*+Z+;05Cx`&CHC?ub(p_8nD4K{0&RnQ!&IyA6rVZrl0Nw9
zT^672!(7}(2$E5p+WKy5{M(fPh@&5T(Y|qf9T*&Qz(Dp)X;pK>rn^IpU<l-$eV8Y2
z<ilKfgG}aB8U3~#Yz|;MB-~$7(e>3%Vv}0BouBn%j<5%skue}GgUs1%>p|Pm^LFUL
zg*Fi76y(XDPCc;g+R*!ePSiuBT;f_ST<;#g26ga5Og*mH3>*H)A3r=y=bN;wk8Y%`
zxaiK_d+tvB>dfuqARQoDN0ko>nWxHSzt|eFReogZks+`SYTR9nxAJ9y>Y?21ixO>1
z@a?`ViO<x+|CF^!=5BuI^+CL?AGDdo`v(-zCXO$}UAI56h0FWW>VDkAA7zc=OX)C$
zA3%|EbKRD~M`)l#)xKHb{_2<H=d!^hc6O#5FBiysJ*Y|Fm6L4Pzut~AKV{%wJ5<Mp
zNqykUdjvwy#ddsPAPZ#M?D*P1)=IM<7N^qJ?tI;LQ&gQdHe@#ZhwiZB<%3u&^=RHZ
zh`H!;>?Qj~=W9y#9Cl$OtOzeAD=q?siuj?;!!_p?-N4FMqy!_1+4GG-ESr5+f%^xe
z(!-8C5l6SW6(x^Tjo!cdL^IPdXo<K(Wi{bjg3<ICehLS-Sny%RmfioeE2@DtT#~_u
zMiQTi{|*M-2r!V#q#y3y>en^iG-?rG;P|S^pwQrYld9gFQMJh>P(r0npHq>y31QA|
zS7jx-s~22u_UqydaOhAtTAs*9g+K`-pN|8R`T3a;ctsH!$zE2I3py5*GSo$Kw*Bo>
z4zsuCb5JUx5~=(G6!cE^$CLL~HXitK5-4(`C%8&7)BU<n@!nA{oT;;MhsOF$9BD{R
z>M(0mYTps1AQOn83Db&R@4{BP@~cVAnQe3BK7DXJ;>sWDa6IeEb8w$$nDA3vC*CQP
zwRY>}ChpZ{uc&=>(tzk%El`;3NLv1RD9qhLBbmF~>U+nVEImDlsiSa*tT=@~4u#84
z;5SyoFwJ=VFczelP+2m5+d;J#hn(H?7UhvggduaP%%_H7T=nD!!@yseUzQH9NZOU#
zg)^5BkE-GZaJJfh!K51NUvz;qj8B$|0EHUg<ig>(w+}dP0wtK{74i;!U6jzC4+>{}
z*jH8g^>74$F?<v5vgy^hV_o>G%p~1)n_f+FwcjuJbzpbr(tseVBe+Qn1*C7+g^QvT
z=Lo1?pSO%aRrcHv!CK>LTLjwQkN-#qNA4C0bH&w=^sFEIWZ=uji`UETNBmCVZNZ>6
z@%~ZZGlP#hzUh!g^Y$KWT2|x>pa#i&j@+Xj*sJifBvqT=ixexNn{K?8)M?I(hs~X`
zx?`YR3H<4OVY#j~V5d<1D0h6$+!8;8iR_5NFaqC8l@uk#t46^~D)V}zt#XA@6;i7l
z`Qj*M`v=S^{6G|ZWOp&iMqS!3P`&;6<rktpG-s*S)Zyjo!{Gbs@J97nlG}$-TI?uj
zUY##YK>tGEYJKLcQD)4y<>m3~H(fieG-_5P_8zgUm9YaV4V6ZAJSgN^7uqyib#K~@
zU{K_MA`O^|{BQ&2&VJVNn+@1JcG;JYY{;C=)%~PlFeGkIi{?>@ogo&E0?`V6LV_V9
zD^vA#UhyVBzSuQWjD0lEs#ZaUqT<-LCDJ3u%<az9a$FTR{N7KD#JmVDxg9dpdsiAa
z{QgS2mur~XA2~>HTTGY7Wfk1wo=zXzqf(4D$R-$#{Zb5AC7xe#JD|e@TM|MbgUorz
z*rT}l`|9LI4cStcQ~*uI8^ke3GX;`xa3vZt5^+!kPu<*TUsx*QpllM=Ey$C#wy(Z9
z)Gl=6Gt?=Q?t?;2I9dPF>HXv9Z<n<}6AW2;>~|vP?c<VgO1&HD4kiOkLD*Q8ThO<M
zU-!??+nB49I^wWaB_WZct>agD<;NY3GcJ_cjVP`X&<?7o_1yiTw@OXkXjQHpC=Q^s
zxis))dd7ZKM2&+6sx(7ZvN17Jb^EMC&PHAD2cilvF|t~@w6LazW#)LnsRtE@@C>00
zy(!Z$z?5pTKal(6MNh<S=p97m)rJra-_is7n7_I9whk$WuEgCifU?Q7Bg;qDzk0D9
zWXL`U0R1yjB>p%J9+Q-|@adOKjhs((`$mwVh+52ix60|(rOF_?Mn&QX{m`)~O(Eqn
z4e4SR>At*Mch$zbZ$uT~f!KePi<>{($M%QAzupkNOh;|)4hpF~DC%cJUTTgnQJ@`_
zmZi@ckZCq#-f%ngY-~UEW67vgQPz+QgEl2omD&5Xd(Lm;8;Z(7^)OX3B&j1h-*_0j
zp_%V2$=oC}P;VN7gUbH;<;1T~P987Hh~{<%nPlR-ts1rY&NKugDPN@t0!wBxouB$s
z9(zhJxfX<i|1GCe?mT77@kVj1{9hOZiH6K9lW~Y@YWnmuM~2)AvD&eS;Xy74+yCX^
z(Ye6*_;&_DT1py5KDNE8ee&%CyHSjk!`SBz4OvCB4IT_)L9c(`>EAiy2firzNKr0g
zFldufOqp5s(}s+j-0J~yGD}=56i7<GizGZIkvVptp@GEZPaU(UN;A<88Z}oYADdpf
zOmTeNkt`h`wzIArlT=PvgHX5{_UuBqd0j?VayQB2J!Q&|>wf5vzICo6iDN}rC=eFW
zpK{U4{i$r*Kk!L${Jm?Yxxn}vke-o}fgYXO?cUtMHMR4_u_R73%E2LiNS1-Z&FT{&
zM_TW>lg88ts^o=Ab4Cco{P+PBrl*d<YPwAvEA}4^1mz&@feD6&`N>UDdlEZFdQz7J
z(<m?Ol;#4VSUGr_^n<kV#>63mgL{t5&h;8ifeSGb4N(qUADWb0hvHyC!<pZ=+`rQz
z<%-tA3go>n%2wS`vB8o@Oub0HgE%OK!J6;K!JuH(lDZPfWZUn~-3B?ok?F7~=lzpd
zMNMs}Pk#z;lGv-ONARl+*#%8%gftlTmYrX#%ZZzf9n}_@0TDdE5p&j!1P4WDU%Ln6
zF5JG&9o13wFh{}VCxAlwx>odZ7*(yqX_11I29M|?c;&{BT?P)CT&l)6J$tjC#ac_>
zEK{EJZ8O7j+^sw-Wq$-ug{<Z@IP4(%`RN_aO3ZE6!^&|vf-j-c?}4K{IC^X@(bbSL
zHr0_97UDGh1{7KlHf`E`@^D9+WYSEWja3ej{2|GDM~W|_WZSpy%^$a46k#nrLZ&SH
zE#2Sdgln3W5);WIn?SQ<a5$s%Xgk%681F6p<<imaY`o!49CN|pg3DS>4mWT(y7~oi
zko#drEt0Qj!UA<gWn)r?p_GkbN3I^f2wC>D9xu}ri?=dS+`B2RU88vSrYwp1Me*<3
zV=;HBDRZ@~>@>=YM#~ydUK>gqBrY1|wWPdw#CLkuHKRnkK0nqBP06h<xlp4f&Z_!3
z>Z!<jkqTh+sPaI;>N&ezxxnvRJe}1G6l|~2y1Qlr?)wp%fHInYgeHVE;MvVtMO$P7
zx%K&My4A1&|DpiN1Ekgsr9?Gs*6WKwmA`PK@{oKXk&@({*~*5zRdaN}7I2blzG_>y
zc(kxEROAe#Y0knaANkhiFxL1c{0zi&pEi;F)jeW#y5sK?2Z&<S64g>r98loThiiEp
z*mfXSq#*0Y%N0#{Of;%g;6RmsnS(hr<BOtMpvJSA<iFpI_kJ7IV|+=uHs}%DjNeCX
zY{^HwSPRyQm2b{Fwm{$i+??-g0WID(mqtz2v7Mv(RK1HW6Pm&(jJ1g7kHDczjFuME
zbBsUa|N3#K!#3|YvOz(h$=>qh>5ks9A0=2Ri=uf{OUUj82Oe{0`)|#heD=p%TdW)x
zL7~myJAGH3nWgpp+)DX1noowT#;Ju$<q3{i9>M+IhW099<p^!T^QiRh;Gp{F)-8X`
zspq8OR*u1-xPj93>F{TteX(SvmGWr|Ual2nx5}jlZ5fkzH`RE`%5hGXecqtly3V~!
zS}UbdOWqT*tW8UPx($xKTJjuRI}U0oEy>1}`+V%H1GBC&by`cluNCuTuUqn~tyq$#
zRD1C?xa<*`$HU$xzkNhyV(ADgS8vbbT0@@(;Gni7Oc;^Zcxd}qR*qOu$c9b*e;8Ev
zqowDqlws}pMv|Qa4zgw7cjw~VXD$82%8?5S*>GZ)3J3D<9h+jMeA}MChOFjSa9}GV
z+qci%TPr*-H?(rNcHsVKr7o<4WXqJHReINH`PBj|M+Z=--i#|*HKtr?VPmD3I`EN@
z)y$A(FB)I(2;G#`*vg?`%b22UDNR^+x=L2o9Xg=7T>K>_X$<B78c{_?AndXGtK`);
z#ey~6q-m**-=SqLUmQlRX4xj&-i>D)q3q}2D23*n)cwBHH_=caBR}4a=eI?NpX<iY
z7}-3HUz9YFggvM`w^#9T4k!x~9EA&q?tDoM24r4$N!e8s9vHm!H9rCeHrpvr{jxiM
z7z3xV?;%CO>%UY#;4<uVA8HP7Gnl!Q#O^yK68Sy&q6{`qSL9ZQ_ypm6FDb^PUfOHe
z`gSZfwvXZt&7Ze>@iK_)?3Z5LyFF_aR3=uctkf^}O?$(mIa9xtInSZdB_R<u`g-ux
zg^iq$8PdcTqT_92SP&jY$diP|3q?@T-nZ2k&bh^Y<EXBPJNCE}6wB>9pt9z%ymki!
z;<Q*Ei)-D-pjQID)8Le~$4x&wVY<b_Hw1~me3>%6>o>o!J6(226l(XDSiT;zn#16z
z0@*L?eR6lOcgAQd$L&~tol5^z=7@R|Zr6Ch{CtTcEX>#6xwrVfX!fhui)+v7?P3Nc
zKuWm%dUM~7kZlBx@+kde&&jQh)w=V_I%Rj1Dc`^J4hboFXAop5*@u%Q_2$DNtH}Zf
z%~9*mU0k}W^e?tlx|H}$=*>4%>5IWp0UW3N%lq_d=v2{K`c_bAQn=IWyIW`cww0D;
zv5Gj{o4+O5v)~{rAFVNOz>BEwJw%QW__^wuTx!efoes^&`%bV@p7iFeIzcnfI7zeY
zJ~mZ54C{2<QEi7iR9{FO&jyFNC9bJQ>bS3QvK`wZ17*nDzIsq70l8VGTl50W@lI0d
zz5#)%4^uMQPo*bEL*>%GY!Ny8g)U$-WXN*^f>b%6P%1W()jju9*ey%4gy$uy#c@0a
zpLJx(k-TqbILo#;z6jU4vk;+(UB^A5{7RQi?W{&~kn^kT-aV%kU!LzJs)laHayX9T
z2awL1*Rmq9^Ez)C7CNb_%n^uA)^pD;D7~^?Qt15gABBDk2h9^zrIngW3ko${w{zPG
z)3_NOK_Op3hd0ynbdv1>4$2J=#je<NTD#j_=0J2Yf<oq<SY~b6*4JV~WePOQ*7JRk
z)yxM6IZNb%UIR)G`lO`D5sZyu)n+|^1P=2Ra9}e&yHBsw&--<_deGYLUu9Vvmj(}3
zFXCu-ZP<_gXyPUJO*6m!y=n7#UpuPH;0_H%UmVGOPPv4+{dUo}I_krcjrQguL7^@=
zcJV-s+jo|q7b%$PVS<(*QQYe@D7#6?@G^ZsBA*Y!8{<fesn~%XeQdqXd^}a8koKxh
z@jS09bB_5i=_Xm~ofMQxW*c^O!ShZPE>3_fHV*KtL^T2wN{82WbQ<Vd#uMNFM6!#t
zEJQUco|o$elP{GuI=IX|b(j6Bo{*&{hp2ZyG@=GR{>5kQCpJrwD6a!AHEd5j@7awt
ziTVQ9l*uI|n~Z7t#Q1Ui`qs9)_Ty`#7V}*I2aW#d)FV%FC$4GYh!v2uqj5K$Uq$_z
z-{dkERr_`7xF!`15(kE<s(1n~-yLpipTL{Z(ItTorDL@Oz7fZepajX5OG2ODyKnnB
zEiq`T6;^Hw3Ta+r+2Xhr#nudPRM*2D(xX22>wyOsg`Xi?748K_YSN>)4g>d<OWuz{
z<p(S&d_)fx#8MLY)*eVRhRcj4>W%0#<K*qFV5I$I421CsJh&%zo~I}9{GQA?WTDJi
zKL5<uwM+S56^j%T*EKRFba!#L7OhrX21TB^W^(sl*m~aq1~T}9G6SnWP!C)O2711Q
z5pyJgr}l#R=)DATs7;BhV^_qzS_2N)m$n@96ZjHvuuBPiPcK%R-AdqhdNEJkQ<O=w
z&|dx5K6`exNrwc~4##}?8WeJt>)u1nry4#90)_UUU{J?I9vKVMdnWP>9CZT?30X!{
zVtmElORjdZ{q&Al2G)02&0>?2^zj~0_dv}xK|1PAaW7L9l*sqTGH2(e;2=levwGI(
zT_<Odvr<qG;w5@BO`A@jQb)!2`gyea?x`6v75>l%6k6-f%CYaCmL5q#8Bv8C^&2<~
zS;_JegT2}WUb@5cFf-%P`GGpjjW<fegYGD-zj%HIbJct}8}Ee_^}U>en2*af3hj$e
z2z_bB_P^zE#yL>v!GPVh`L_b5#tou`LfWePFi*G!UUEj|MCKJZ$nGcJ)DQn%^TLOz
zACL@%X#L<6V<wsxw)suY@so3ZwKyujp3XFUV>%l18h>djV8e;buD#~`<ogTiu`o_B
zvfePHvj)CC4USR=9AuI;N4sxHKah;@Xc?n*4g5MdSW5#Rp3a<OdxDdqNzml@;k%>V
z_gXn=TZ<@~01uy^_IFrmrHlo|36%apVHel8ZvCT`G9MHQy3ekj`np`@15<bzBh!?!
zbdYRn-onVre{i#Xe-=y&=kfhn?RpLI>M!Z9yk;&kHT}B}TA5ukpKOAwS1|BA6YS=K
zhZ;0oeD6KmG$-}J1?p<a?U3+311BD3*2qL)_$-<C%!C;?CG&xqC}4LoUz>?QQK_F~
z0Mp!)QA=iQ^JZ%K%>@;bIiD=dOa9=X{tq5_&S&cJ`rT;vPkf6<)f^N`Zz672J|c|0
z_LY^=0~GSWdl9XFun(McQ>5r<ol`hjv&tkx#sf0-e3Gl(2_1!9e$=B2HA83|NYqOe
zwEya9n-Pdd10o5OrJ&&9XZF$f7adR9myNShPJmJwlqrvQTwJ!P2hv%Rp#|+7xuSsY
z>TOq<zHzb2*rrN@VQz`@>(BqN;2KfP&;ddfKq42~aML)iy!XRpR-xLUc!DzZ>8(cF
z8`-QADfE_;ss$*tUb}zMZdcBXRd}dkQK64q+Irt{Pnx$c_8Gd3;&?cIL<340$c$X>
zx;b(1BQ-Nqm<y({G7+RIAU!`4Gjm|iy|J<o(vNkZ)B@#PbdSYlwG;2j6zpz%4GLMI
z+OeLE^}>pN){35hLN@J~Sn0_xKEbqzqOCcoP$o@EW@6hJ=Zv{zuG-96oI6M)bR@gp
zwG$0?pkGD3QBf!;q};O#M{ivpdkyOfON+XKLcwC{29KA$+w2}GQp9MS2?}|ZV=0f2
zo<2EvdML^S2B{{=ln#R~nj<#Vet_+GOGV3N(xv%rA04$jxYkP93yKEC6`#14|7^OC
zE`kgm4dOR$pipXe-zK-)6TwklrO|}YOfRKn4a>(xF7+u#R-l(DKzRfiO4uA<ciA2E
z)0)rd?Xn<r1R}a^I=3H(kx@QfnhnAltJTk+SGBRKQXLc;8A&5{UC$35eNm=BHWU={
zmi!Km8?$`kEEWW%3n=6*;pZZ^&+@wDWtGVSr79@1N3i7)-!^P5Q_L{bY>;Ts-26K4
zVe#WB3uF=~J3yff|AiJ`*2zi3$L_`H61m(dP{@_b20f`2)$q+uSq7bW6BL@>*peF#
z<vS<mTPe>#p$7HUx->s?sXm??#|Bk`q2Mlsb6*}ikyW>kHcEZ_?AgpM(Gw<qEZyCL
zyHxe9q1nrZ_;oRfcX`|_=BiWnN9Ep=J0e!u+=bPUTLg3W%#eJd^pIgsntZj(;(VYK
z*&tEL+RDW#3&qUsFPUOPk2HO9JC3L#`X$mNW$)Vp85%TCi}n9Br-c5DwI`%D2Qs<s
z_Ek-iNyq2JY@B{*atW(RWflu-pzhzV&e^`OiN$I(yEDbFEM#99QvTl2_0H!M)wJlM
zQ68jn!*rnoq>gcz+uFIRae*}M#FrLhK%roEZq(JmS85HWmn7r?{=QM(wb-m2XNL`x
z#$jTgTN_rbT=!Hg3xO8z6)1)gWz8(XqEM``g*VBn#VChC<%p)-VRG*~7d0+vSn?%<
znZ{!Dm;&LnP&8F;?4KFiIZ!$LDMc8bJ%YKr4U*=N<Jvtp_K!NYM9F8~^`cH$N#!1~
z7)VJ;(LjIdjn07)L!?P%@yIn_j;%gCUe*>JtJp{~y%f`w)l+bocmCqcv&XPDVkv!<
zo3HF2$^-LHYYtRunDYD}8k5H@L#nT=Qqg17`R~S5&FbOOKDC2>R^sUn4lCpy!AvCA
zpeekQBXZ!ig?Aim%n07#6J*1(m)IAc48-Wh&W+&LXA)N`A3T!<ioIbG(R`RIA{Yf?
z>(}3?=dt6EVn-YK3_5Nx@?+!hz{R58pEkg(94r1(%2a5KD|d;4FIdBta}(u!McGY?
zoC{-=6Y>vDX-V&uU0*gPuQY+Vnw6Iu%0(+D^dF?)?=o-&OWI=Au;@d%jKxO+m1|eZ
z&ZMxUtby#XMR=dZWD`g6^hrog3vX6p5YPiuL>Pru6v%lCO=Eu$?2ynFJzaM|I;q@y
zh4VmbR8>|^ZhCCtv1*l7_Q=9Xl2xWiU*$_CA(Scio~()(qb;2stIV#fm$HQl&pT2?
zk}LiL$5OIi!GyrsMNwD2bTD(XG|8;U_6I(+X{?l3jkw2V-<kjA7VAR!D^O^O7<=(d
zcIA@aVp(bN*+;U>n*n9>CdAs6keAT3^tb<5$}mgipU{=eGvIwei%>8qw3706Tbb>f
z&@w?5f=owHXgR#5%{RZdYOpuPDx=(>qVmB=j2Daw1rLXV|5=VCO&OX$2v5>VvahmU
z%9R)1eX*x(Slq1mPxf?_b^Y5rH|Pn4jT`FNe}3midE-Xj)A@&YZr)8BA1rOLr&Hu!
z%YWBai&<f>rBLFayf9IYTgr>|0+FeX!d}aV^Nt+w{x@y46rPc2uHx|%nde{FtNm{o
zy~=}^#<g;q_xJW)l}E2cDQfVVrG4rDl6_a@(W^Xo#c?gZp8r3vQHsH9{-4|^#o%@L
zzl~Dm(OdL<O%DnRtuq;(ysXE%Q&V}Iw7ENNTZ^1o*A~!Ai}J%6Swi<=-e6gT)`Ki<
zAg=uKr)H=59Q@)B6ndEm+nXFeu1GTX9WQO^-rtFTx3gs$epHF{L40nZ97RSzhIZ@|
zXVhcgzv=bEU&*W#G8m7)oIm}AbX1{^KdhqgbFDwkpKS4@)ACSE*+j|m)1^X>v0!<H
zWJo!jDo0ZawEuiKRgR`epy)}O^7g9o3ig9!NI9HJE{jh5AeveO?LYS1=?`-u^FROG
zsi<5?dZ_xHDS^9;V|M?S6d@@RH|73(h4lwZ*?%W?C=Y*y<u46b<@N7BzsT(@B~3-G
za{uE+uB-CQ#{Gw5BSqO-mh}F^dCaoPS9-wl?`>l#tWHAyaFwqVv827aKW$u$a^sX;
z?>||>7w(R~GO_>d#XULnf8m7ox979}e_qQ_a*x6<QvBC0?#+MuMT$S1(Ej#(*7R?`
zNKw>;_P_2uiXxW>c-Oxp%j?dEFT=wo{3>AfGQ7kXI9YlTF~z-wZrjCIjl=|AeB-te
zD2_<NdpBQldaTo74^Z&hD*jh>p3L8(4Bbv}IDw<h{;l-~n%~wEWwGOg-yDEa29%2B
zqPr&~e@kyY(3^Nz7Pw5|t(N0y)t)IldpXK*nJT@|IQI7)i(WZbOb4g@cKas0b4G9T
z-M+uaHP7?SS+Rcco!pgE`5BVUg)F^C^5g8RCrj%;-)lqf)rR5qW7SESa`1=gt1CEt
z^sAL}c`Dbez@p~?IOt6i|3>qA=N7YLRu24A2QlE#RhTAmjJH{z+}ok<U@M2WOex_I
zRcDua=4mS>d>UUwvaP{EwsU^@GNAnzI)jx%FH;Vw9)9Hg6Ki0l44B66lV%fSj@spG
z2B|0AT59E3IE{O*MCn^(j!z@*SL-`v-gqm=QJHe$dA7&!6`ek{QoftU(@FLrIOu(y
z_EGtDH0}<otQ<Bu5~ZwDlb;rC9C+MHan0fTAgl40Ia1@6{eEHkZv1q|V((@-{LxC*
zq?9k0-V-!(9`zY&TPgQL%I?V3!Nt<<h!S{VHBeP#--(oyQ~6}bYA(yNx>l!mE}gM`
zs8#mCRGvqr)0dm650|YO+4o@yuX9$8BKuA(-Fq4@w+gc17E2Y6;mz)*9kR+6*>|F>
zej4uyS<L`h_VSpdW&yJ=9kj|$n8tIc^o24<e5KbV?K~WxTRDpCJF)bm)A&`A{SLAf
z(W*sm{(H{<l+fKOTV&sfvNk!~XEii)m3wGivy@(@`Ze&=DfE!Y;h)3fz!B0695iOn
zF12?*QuC*_R*nG?Qr```-{;Hm<?mIMeh(jrb<qUA0pGiE8@@<lSbl2Gki~t^rQnx4
zVf3oGKN!T%=~U+QT^vp5V#$%#U#b*x@OhiF^c$>j@dx~^7jyqLXrcieq=em5KHDSe
zt0h*B;h@kfbf2$pUSHECY_XLxYcU^5vg^P>djs{gYfALJRQYEs$6-)tFJjL;gY!o-
z`^vu?48n5y>SBHxvZZ#7VYtFKo5%2nYgi*(aNo5o&~?}{DO`;W3puSGT<&enu@c`s
z@7$qlS*Y5Xeygn&e+X}qeitiW@Ga}u5doh`;e*$+0etfgR)v?_z<$K9&;xz5`V37l
zrW#F#tSm#KKFg3~G^OdYlJuEb+5}_95b-2apJdSDy9_Dmeef?l8Pl}}{A=ObRD-^s
z7N1ctWTd1UwfcB4=o7NE_&Yr_!)VGf8T5(z_*7BSpij#*Bn&Vaw0$!nFDjYoW=u~>
zz%R^=X;gNGL`pEGr5Vz*cojQA!$UUVy^r$S*m!<+6Kj!c*vvLC{$M-1%QtUiTE2c4
ztIpM%STJ|n%v$i4+gTXjy&achwlf{i-^FbC_)RQYI=j4$h46XXSR}XK&LVR2cd)gL
zD4+08cC&WspxleQ*%MoQaPQOsHdyVS+a!-QvbE9S^K!WpkFvSN)Zw{ar`Z4-zH=K^
zT6^=Er#gf`-pZ=vzR72cN?JaU=co0PKb5D&BW9W<U}3$<q#vS9O4Y;2=?TVk{GFvu
zOo5p)Q?gQw?{3lW>gBG>OzD%34~M|KpeE9{QVf|1dVDV=IV&wSDJ5N>nygPxOf{I2
zv$8U@IGBv4%rt|kk3oxXXe7X%c<rBT4c?T@WJ6+xJ}X(9Wz?DseV|~5$vAk3R-c#%
z&C($wxlN|QG?4mBpOuo3X~+UomXUNaCJo3+NzK$!`TWKnywY?2d*<(Ay=g$R3tVyg
z3(Skh?P0c_DVZS2-wV*v=Q1$&!6Ipf#1y?2_j#2bg1g(hOM?mQ1+KLId~+$GT1Cqj
zGC;MQY6E$@qpVt$_Z20E_cYfA@GZHlx<`Sgi9FVpLahKDZ+C)Kv7--|h}85%ErJqn
zxSv&ZD`+7Q3tn>jt<1~4fR#ZnaHYjFQ{MkOR<*qR84r*xU-aPidCaRUeNqHB=>SFb
zyID1!f05bLLXT31f+Y7ZU7<MoDH+U{WlTwg52YmGn}|Jx%C7G&Mf+K)29wkkugeHw
zrRj?yD3A_(^I_)YAbtY{cf=#w8zLH^G<{SEcj>^>Z!#~p0-i_rt$qlVA0K1YoZk5;
zkuClTV*m53S_S!&E+ENgQjg%vUk6w@0l&24_9cX>mE<o1fz9$Q5A;hAZ|ERYsratU
zg5`^C2(UUbNxt)H(Nv*iDg?AadQ&3&ErZ<Mm+Pwt?k@60U$XGKb5s~E4(W>Tgg}0G
z&Nt;UFR%B<5mox$z#_MS<J{QDJRRguBY{Ug<6F)%uNohWQjww1$dyc6-L=3-CtV6$
za-&A@vXj1p0g`mWZ@h$#g<}ZFg>Rw!HYJ5>4$^%qgTLs6?v@}$BUdC!F-siC0XzVH
ziV{DFV+A-1L^tv*j03f&;OS$XqQF~V!h-4XgS;T>uoM(L5TEhP5+jY1<trrMx16GL
zC07l5$4g3DFHj?W_k>D|s^>{R_X+fj^bDeT%%qJUkd!1v9qY9?YzkiT2Ai3eo%qcX
zQj|XWq7CBLzh~9l-wWm-zIQE-YA^XaWkgI6zgR}DjPG(mpL9bXV^)eD!I@7#$lTnl
z*Wk8ZpanY7_jBi8VyD%7_V=tF7p|~IRpgG80ybpcyGA|1Jf@^jrNRgO3W7LWHNC=a
zxD~^PC7?`h!xzkhaeEJ;gd<J7m{AO-_>^>n(6oUDd93g<uQ8<_d4*Z8+fn>DE3ceT
zoPYX?1@H#1*)yI|St!L**Rhg(+8gG;m%d@qxv$@_ZfwU$p#-Zi*pO}<sP_}I0?I86
zrcC}Z6Y_F93WBq`{1D@StO4-`DQggCEk4vnaOFuJf*YTy5nOADDGDv>@at=>DZw{@
zGKdUg3Y^bm%rK<uGg4?CF=X=X8X-7Znib;_O&X+PW=lxcqdEFP1+V&;jQtA`6O73Q
zlcB&3V`{2CO+VXR@F<y<LRn3!K7}`P7XtXw%7Qn)tP#rcag~JzJjz2D%pbZ7qjGn8
z2-5}5bV3#GUsou>GpY%JCB;VuWM;mvzTjG?0kqI&Cie47NKK*nKQq&)MchvK;C@zS
z?$K((34zCGg)%(9hTu?Ad|V|K<z7>8=B%dhkvfRCs3|1ku=EvXjqCtub*-jQ5xkVi
zQndlK1Q%YZmJnTlsT`kP3qQz{rR+n62&$$yFI`*khA92KhD4{-K{f4b3(5G5Egs_X
z1GR-Xi_j83w6J9zp|Y*`^AJADPpH9X)e)*A$HZh?NvJ9n`9mF{CT;~%e6J!Y808~W
zkW1|BBaB0d+50TYm(vRF@7?IBg%7kpfE-V(ak*CTfh>N+!oSuEQ^m?2pG7V!Qm6U~
z-Xb-W>jMNIZWkn!<4=7Bk5bftKryoL>j8o%kMI*3LO7UjsVUT&9RL$=_k%0Ssyy-&
z=+nJ4j!;fb-qv4mk~Qw<FQi!5P^Tj=6JV7?(UIVz3BO995G{&?b7P=jgow3=pjMDb
zL-O(!MpROe(60bPq~#ptSKyDl1Y2G<Sa6gjZrnj@skfkYY2GzhsDpO+OXd}guqjxm
zSwO=QTnG^=y?5h!m{6W)ga|ggM~L7mYdJJT7+a_$@Ri{@oydZ$jd#)s`^dFza@&Rq
z26f>wbz(^vAdh4Xc?=AT$sIw5y2!6CdZT%`P>bmh){s=uos#@=xZq##P93_a@*6xt
z97W?GRY}~eC!Z9TB7@UX#avYk;8M>=M+g}BaI-meg|#GDmh%X~Pr&fwTf&9fyjyjl
z5-%AkXx=X!m6zro)nVt1NTGTWw9}D-dl9$m)`Of+y+Xy!ZU~2%P*138D-QeI&Gm#x
z_50EY3dJjBW>Lyv2?1G{Rp>#pq$n|XTEapBE;&$GS-m-Wp?L1-`odPVR38s-C=B|r
zI)1yMP~n{=L><E#2{qqi6z?u=BzV5h#~KS&Kjbqs7Chg(OQEhD&uc6=O5!y!`t47#
WV*Jw@f<LeKl9kUb)kJvU^#1@|uPX8Y

diff --git a/server/config.ts b/server/config.ts
index 9304c113..631c6274 100644
--- a/server/config.ts
+++ b/server/config.ts
@@ -3,14 +3,18 @@ let postgresBaseHost = "0.0.0.0"
 let port = 3000
 let host = "http://localhost:3000"
 let redirectUri = process.env.GOOGLE_REDIRECT_URI!
-let postOauthRedirect = process.env.POST_OAUTH_REDIRECT!
+let postOauthRedirect = "/"
 if (process.env.NODE_ENV === "production") {
   postgresBaseHost = process.env.DATABASE_HOST!
   vespaBaseHost = process.env.VESPA_HOST!
   port = 80
   host = process.env.HOST!
   redirectUri = process.env.GOOGLE_PROD_REDIRECT_URI!
-  postOauthRedirect = process.env.POST_OAUTH_PROD_REDIRECT!
+}
+// Adding this since in dev mode the vite FE is hosted on localhost:5173,
+// but server does auth using localhost:3000, so we need to manually redirect to the correct address post oauth
+if (process.env.NODE_ENV !== "production") {
+  postOauthRedirect = "http://localhost:5173/"
 }
 
 let bedrockSupport = false
@@ -50,4 +54,7 @@ export default {
   userQueryUpdateInterval: 60000, // 1 minute in milliseconds
   // fastModelId: OpenAIKey ? Models.Gpt_4o_mini : Models.Llama_3_1_8B,
   // bestModelId: Models.CohereCmdRPlus
+  vespaMaxRetryAttempts: 3,
+  vespaRetryDelay: 1000, // 1 sec
+  chatHistoryPageSize: 21,
 }
diff --git a/server/db/chat.ts b/server/db/chat.ts
index 1a0ed1e9..d5ce70e0 100644
--- a/server/db/chat.ts
+++ b/server/db/chat.ts
@@ -1,10 +1,14 @@
 import {
   chats,
   insertChatSchema,
+  messages,
   selectChatSchema,
+  selectMessageSchema,
   selectPublicChatSchema,
   type InsertChat,
+  type InsertMessage,
   type SelectChat,
+  type SelectMessage,
   type SelectPublicChat,
 } from "./schema"
 import { createId } from "@paralleldrive/cuid2"
@@ -79,6 +83,51 @@ export const updateChatByExternalId = async (
   return selectChatSchema.parse(chatArr[0])
 }
 
+export const deleteChatByExternalId = async (
+  trx: TxnOrClient,
+  chatId: string,
+): Promise<SelectChat> => {
+  const chatArr = await trx
+    .delete(chats)
+    .where(eq(chats.externalId, chatId))
+    .returning()
+  if (!chatArr || !chatArr.length) {
+    throw new Error("Chat not found")
+  }
+  return selectChatSchema.parse(chatArr[0])
+}
+
+export const deleteMessagesByChatId = async (
+  trx: TxnOrClient,
+  chatId: string,
+): Promise<SelectMessage> => {
+  const msgArr = await trx
+    .delete(messages)
+    .where(eq(messages.chatExternalId, chatId))
+    .returning()
+  if (!msgArr || !msgArr.length) {
+    throw new Error("Messages not found")
+  }
+  return selectMessageSchema.parse(msgArr[0])
+}
+
+export const updateMessageByExternalId = async (
+  trx: TxnOrClient,
+  msgId: string,
+  message: Partial<InsertMessage>,
+): Promise<SelectMessage> => {
+  message.updatedAt = new Date()
+  const msgArr = await trx
+    .update(messages)
+    .set(message)
+    .where(eq(messages.externalId, msgId))
+    .returning()
+  if (!msgArr || !msgArr.length) {
+    throw new Error("Message not found")
+  }
+  return selectMessageSchema.parse(msgArr[0])
+}
+
 export const getPublicChats = async (
   trx: TxnOrClient,
   email: string,
diff --git a/server/db/connector.ts b/server/db/connector.ts
index 06f8c001..f8c575bd 100644
--- a/server/db/connector.ts
+++ b/server/db/connector.ts
@@ -63,6 +63,7 @@ export const insertConnector = async (
     return inserted[0]
   } catch (error) {
     Logger.error(
+      error,
       `Error inserting connection:, ${error} \n ${(error as Error).stack}`,
     )
     throw new ConnectionInsertionError({
diff --git a/server/db/oauthProvider.ts b/server/db/oauthProvider.ts
index 4102f16f..028c2a90 100644
--- a/server/db/oauthProvider.ts
+++ b/server/db/oauthProvider.ts
@@ -26,6 +26,7 @@ export const createOAuthProvider = async (
     return inserted[0]
   } catch (error) {
     Logger.error(
+      error,
       `Error inserting provider:, ${error} : ${(error as Error).stack}`,
     )
     throw new Error("Could not insert provider")
diff --git a/server/db/schema.ts b/server/db/schema.ts
index cf623e43..1870a7b5 100644
--- a/server/db/schema.ts
+++ b/server/db/schema.ts
@@ -19,9 +19,8 @@ import {
   MessageRole,
   SyncConfigSchema,
   SyncCron,
-  UserRole,
 } from "@/types"
-import { Apps, AuthType, ConnectorStatus, SyncJobStatus } from "@/shared/types"
+import { Apps, AuthType, ConnectorStatus, SyncJobStatus, UserRole } from "@/shared/types"
 import { createInsertSchema, createSelectSchema } from "drizzle-zod"
 import { z } from "zod"
 
@@ -334,6 +333,7 @@ export const messages = pgTable(
       .notNull()
       .default(sql`NOW()`),
     deletedAt: timestamp("deleted_at", { withTimezone: true }),
+    errorMessage: text("error_message").default(""),
   },
   (table) => ({
     chatIdIndex: index("chat_id_index").on(table.chatId),
diff --git a/server/docker-init.sh b/server/docker-init.sh
new file mode 100755
index 00000000..745aff99
--- /dev/null
+++ b/server/docker-init.sh
@@ -0,0 +1,48 @@
+#!/bin/bash
+set -e
+
+echo "Initializing Vespa permissions..."
+./init-vespa.sh
+
+if ! command -v bun &> /dev/null; then
+  echo "Bun is not installed. Please install it before running this script."
+  exit 1
+fi
+
+echo "Running generation and migration commands for the server..."
+
+if [ ! -f ".env" ]; then
+  echo ".env file not found. Creating a new one..."
+  touch .env
+fi 
+
+bun i
+bun run generate
+bun run migrate
+
+echo "Deploying Vespa..."
+cd ./vespa
+
+# Load .env variables (if any)
+if [ -f "../.env" ]; then
+  export $(grep -v '^#' ../.env | xargs)
+fi
+
+# Check if EMBEDDING_MODEL is set
+if [ -n "$EMBEDDING_MODEL" ]; then
+  echo "Using EMBEDDING_MODEL=$EMBEDDING_MODEL"
+  ./deploy-docker.sh "$EMBEDDING_MODEL"
+else
+  ./deploy-docker.sh 
+fi
+
+
+echo "Initializing frontend..."
+
+cd ../../frontend
+
+bun i
+
+bun run build
+
+echo "***************Initialization completed*******************"
\ No newline at end of file
diff --git a/server/eval/README.md b/server/eval/README.md
index 206bc732..2e4d5097 100644
--- a/server/eval/README.md
+++ b/server/eval/README.md
@@ -65,3 +65,18 @@ Finally, run the following Python script to calculate the evaluation metrics:
 
 
 This will compute the evaluation scores based on the provided qrels and results file.
+
+
+___
+
+To run NanoBeir eval
+
+make sure you've venv setup
+
+    uv pip install datasets
+  
+	python getNanoBeir.py
+
+this is will download all nanoBeir datasets
+
+next remains the same steps as above for each dataset
\ No newline at end of file
diff --git a/server/eval/getNanoBeir.py b/server/eval/getNanoBeir.py
new file mode 100644
index 00000000..5be19bb3
--- /dev/null
+++ b/server/eval/getNanoBeir.py
@@ -0,0 +1,53 @@
+import os
+from datasets import load_dataset
+
+# nanoBeir datasets
+datasets = [
+    "NanoClimateFEVER",
+    "NanoDBPedia",
+    "NanoFEVER",
+    "NanoFiQA2018",
+    "NanoHotpotQA",
+    "NanoMSMARCO",
+    "NanoNFCorpus",
+    "NanoNQ",
+    "NanoQuoraRetrieval",
+    "NanoSCIDOCS",
+    "NanoArguAna",
+    "NanoSciFact",
+    "NanoTouche2020"
+]
+
+for d in datasets:
+    # Create dataset-specific folder
+    datasetFolder = f"data/nanoBeir/{d}"
+    os.makedirs(datasetFolder, exist_ok=True)
+    
+    dataset = load_dataset(f"zeta-alpha-ai/{d}", "corpus")
+    queries = load_dataset(f"zeta-alpha-ai/{d}", "queries")
+    qrels = load_dataset(f"zeta-alpha-ai/{d}", "qrels")
+    
+    for split in dataset:
+        corpus_file = f"{datasetFolder}/corpus.jsonl"
+        dataset[split].to_json(corpus_file, orient="records", lines=True)
+        print(f"Exported {datasetFolder} corpus to {corpus_file}")
+        
+        # Save queries as JSONL
+        queries_file = f"{datasetFolder}/queries.jsonl"
+        queries[split].to_json(queries_file, orient="records", lines=True)
+        print(f"Exported {datasetFolder} queries to {queries_file}")
+        
+        qrels_data = qrels[split]
+        
+        # Prepare TSV content to trec format
+        tsv_content = []
+        for item in qrels_data:
+            query_id = item['query-id']
+            doc_id = item['corpus-id']
+            tsv_line = f"{query_id}\t0\t{doc_id}\t1"
+            tsv_content.append(tsv_line)
+        
+        qrels_file = f"{datasetFolder}/qrels.tsv"
+        with open(qrels_file, 'w') as f:
+            f.write('\n'.join(tsv_content))
+        print(f"Exported {datasetFolder} qrels to {qrels_file}")
\ No newline at end of file
diff --git a/server/init-script.sh b/server/init-script.sh
new file mode 100644
index 00000000..3a5a8536
--- /dev/null
+++ b/server/init-script.sh
@@ -0,0 +1,51 @@
+#!/bin/bash
+set -e
+
+
+echo "Initializing Vespa permissions..."
+./init-vespa.sh
+
+if ! command -v bun &> /dev/null; then
+  echo "Bun is not installed. Please install it before running this script."
+  exit 1
+fi
+
+if [ ! -f ".env" ]; then
+  echo ".env file not found. Creating a new one..."
+  touch .env
+fi 
+
+echo "Running generation and migration commands for the server..."
+bun i
+bun run generate
+bun run migrate
+
+echo "Deploying Vespa..."
+cd ./vespa
+
+# Load .env variables (if any)
+if [ -f "../.env" ]; then
+  export $(grep -v '^#' ../.env | xargs)
+fi
+
+# Check if EMBEDDING_MODEL is set
+if [ -n "$EMBEDDING_MODEL" ]; then
+  echo "Using EMBEDDING_MODEL=$EMBEDDING_MODEL"
+    ./deploy.sh "$EMBEDDING_MODEL" 
+else
+    ./deploy.sh 
+fi
+
+echo "Initializing frontend..."
+
+cd ../../frontend
+
+bun i
+
+bun run build
+
+echo "Removing orphan container....."
+
+docker rm vespa-init-container
+
+echo "***************Initialization completed*******************"
\ No newline at end of file
diff --git a/server/init-vespa.sh b/server/init-vespa.sh
index 15ba84a8..2eab5c11 100755
--- a/server/init-vespa.sh
+++ b/server/init-vespa.sh
@@ -1,5 +1,7 @@
 #!/bin/bash
 set -e
 
-mkdir ./vespa-data ./vespa-logs
-sudo chown -R 1000:1000 ./server/vespa-data ./server/vespa-logs
+mkdir -p ./vespa-data ./vespa-logs
+chown -R 1000:1000 ./vespa-data ./vespa-logs
+chmod -R 755 ./vespa-data ./vespa-logs
+echo "Successfully set permissions for vespa in docker...."
diff --git a/server/integrations/google/gmail-worker.ts b/server/integrations/google/gmail-worker.ts
index 563d7d83..bb4c89be 100644
--- a/server/integrations/google/gmail-worker.ts
+++ b/server/integrations/google/gmail-worker.ts
@@ -75,12 +75,12 @@ self.onmessage = async (event: MessageEvent<MessageType>) => {
       }
     }
   } catch (error) {
-    Logger.error(`Error in Gmail worker: ${error}`)
+    Logger.error(error, `Error in Gmail worker: ${error}`)
   }
 }
 
 self.onerror = (error) => {
-  Logger.error(`Error in Gmail worker: ${error}`)
+  Logger.error(error, `Error in Gmail worker: ${error}`)
 }
 
 export const handleGmailIngestion = async (
@@ -140,6 +140,7 @@ export const handleGmailIngestion = async (
             // updateUserStats(email, StatType.Gmail, 1)
           } catch (error) {
             Logger.error(
+              error,
               `Failed to process message ${message.id}: ${(error as Error).message}`,
             )
           } finally {
@@ -161,7 +162,6 @@ export const handleGmailIngestion = async (
       batchRequests = []
       messageBatch = []
     }
-    Bun.gc(true)
     // clean up explicitly
   } while (nextPageToken)
 
diff --git a/server/integrations/google/gmail/index.ts b/server/integrations/google/gmail/index.ts
index 21cd9577..61e93024 100644
--- a/server/integrations/google/gmail/index.ts
+++ b/server/integrations/google/gmail/index.ts
@@ -77,6 +77,7 @@ export const handleGmailIngestion = async (
             updateUserStats(email, StatType.Gmail, 1)
           } catch (error) {
             Logger.error(
+              error,
               `Failed to process message ${message.id}: ${(error as Error).message}`,
             )
           } finally {
diff --git a/server/integrations/google/index.ts b/server/integrations/google/index.ts
index c58a4294..021fac4c 100644
--- a/server/integrations/google/index.ts
+++ b/server/integrations/google/index.ts
@@ -131,7 +131,10 @@ const listUsers = async (
     } while (nextPageToken)
     return users
   } catch (error) {
-    Logger.error(`Error listing users: ${error} ${(error as Error).stack}`)
+    Logger.error(
+      error,
+      `Error listing users: ${error} ${(error as Error).stack}`,
+    )
     throw new UserListingError({
       cause: error as Error,
       integration: Apps.GoogleWorkspace,
@@ -202,6 +205,7 @@ export const syncGoogleWorkspace = async (
   } catch (error) {
     const errorMessage = getErrorMessage(error)
     Logger.error(
+      error,
       `Could not sync Google workspace: , ${errorMessage} ${(error as Error).stack}`,
     )
     if (error instanceof SyncJobsCountError) {
@@ -412,6 +416,8 @@ const insertCalendarEvents = async (
   // To get all events from current Date to One Year later
   nextYearDateTime.setFullYear(currentDateTime.getFullYear() + 1)
 
+  // we will fetch from one year back
+  currentDateTime.setFullYear(currentDateTime.getFullYear() - 1)
   do {
     const res = await calendar.events.list({
       calendarId: "primary",
@@ -515,8 +521,9 @@ const insertCalendarEvents = async (
           )
         }
       }
-    } catch (e) {
+    } catch (error) {
       Logger.error(
+        error,
         `Main Event ${mainEventId} not found in Vespa to update cancelled instance ${instanceDateTime} of ${instanceEventId}`,
       )
     }
@@ -631,6 +638,7 @@ export const handleGoogleOAuthIngestion = async (
     })
   } catch (error) {
     Logger.error(
+      error,
       `could not finish job successfully: ${(error as Error).message} ${(error as Error).stack}`,
       error,
     )
@@ -681,7 +689,7 @@ const messageTypes = z.discriminatedUnion("type", [stats, historyId])
 type ResponseType = z.infer<typeof messageTypes>
 
 gmailWorker.onerror = (error) => {
-  Logger.error(`Error in main thread: worker: ${JSON.stringify(error)}`)
+  Logger.error(error, `Error in main thread: worker: ${JSON.stringify(error)}`)
 }
 
 const pendingRequests = new Map<
@@ -901,6 +909,7 @@ export const handleGoogleServiceAccountIngestion = async (
     })
   } catch (error) {
     Logger.error(
+      error,
       `could not finish job successfully: ${(error as Error).message} ${(error as Error).stack}`,
       error,
     )
@@ -928,6 +937,7 @@ export const deleteDocument = async (filePath: string) => {
     Logger.info(`File at ${filePath} deleted successfully`)
   } catch (err) {
     Logger.error(
+      err,
       `Error deleting file at ${filePath}: ${err} ${(err as Error).stack}`,
       err,
     )
@@ -1048,6 +1058,7 @@ const googleSlidesVespa = async (
       // }
     } catch (error) {
       Logger.error(
+        error,
         `Error getting slides: ${error} ${(error as Error).stack}`,
         error,
       )
@@ -1141,11 +1152,11 @@ const insertFilesForUser = async (
       }
 
       Logger.info(`finished ${pageFiles.length} files`)
-      Bun.gc(true)
     }
   } catch (error) {
     const errorMessage = getErrorMessage(error)
     Logger.error(
+      error,
       `Could not insert files for user: ${errorMessage} ${(error as Error).stack}`,
     )
   }
@@ -1234,6 +1245,7 @@ export const getAllSheetsFromSpreadSheet = async (
       }
     } catch (error) {
       Logger.error(
+        error,
         `Failed to fetch sheets '${ranges.join(", ")}' from spreadsheet: ${(error as Error).message}`,
       )
     }
@@ -1415,6 +1427,7 @@ const googleSheetsVespa = async (
       // }
     } catch (error) {
       Logger.error(
+        error,
         `Error getting sheet files: ${error} ${(error as Error).stack}`,
         error,
       )
@@ -1439,30 +1452,41 @@ const googleSheetsVespa = async (
 
 export const downloadDir = path.resolve(__dirname, "../../downloads")
 
-export const init = () => {
-  if (!fs.existsSync(downloadDir)) {
-    fs.mkdirSync(downloadDir, { recursive: true })
+if (process.env.NODE_ENV !== "production") {
+  const init = () => {
+    if (!fs.existsSync(downloadDir)) {
+      fs.mkdirSync(downloadDir, { recursive: true })
+    }
   }
-}
 
-init()
+  init()
+}
 
 export const downloadPDF = async (
   drive: drive_v3.Drive,
   fileId: string,
   fileName: string,
-) => {
+): Promise<void> => {
   const filePath = path.join(downloadDir, fileName)
   const file = Bun.file(filePath)
   const writer = file.writer()
   const res = await drive.files.get(
     { fileId: fileId, alt: "media" },
-    { responseType: "arraybuffer" },
+    { responseType: "stream" },
   )
-
-  writer.write(Buffer.from(res.data as ArrayBuffer))
-  await writer.end()
-  Bun.gc(true)
+  return new Promise((resolve, reject) => {
+    res.data.on("data", (chunk) => {
+      writer.write(chunk)
+    })
+    res.data.on("end", () => {
+      writer.end()
+      resolve()
+    })
+    res.data.on("error", (err) => {
+      writer.end()
+      reject(err)
+    })
+  })
 }
 
 // Helper function for safer PDF loading
@@ -1474,7 +1498,7 @@ async function safeLoadPDF(pdfPath: string): Promise<Document[]> {
     if ((error as Error).message.includes("PasswordException")) {
       Logger.warn("Password protected PDF, skipping")
     } else {
-      Logger.error(`PDF load error: ${error}`)
+      Logger.error(error, `PDF load error: ${error}`)
     }
     return []
   }
@@ -1541,6 +1565,7 @@ export const googlePDFsVespa = async (
         }
       } catch (error) {
         Logger.error(
+          error,
           `Error getting PDF files: ${error} ${(error as Error).stack}`,
           error,
         )
@@ -1794,10 +1819,11 @@ const insertContactsToVespa = async (
   } catch (error) {
     // error is related to vespa and not mapping
     if (error instanceof ErrorInsertingDocument) {
-      Logger.error(`Could not insert contact: ${(error as Error).stack}`)
+      Logger.error(error, `Could not insert contact: ${(error as Error).stack}`)
       throw error
     } else {
       Logger.error(
+        error,
         `Error mapping contact: ${error} ${(error as Error).stack}`,
         error,
       )
@@ -1924,6 +1950,7 @@ export const googleDocsVespa = async (
       } catch (error) {
         const errorMessage = getErrorMessage(error)
         Logger.error(
+          error,
           `Error processing Google Doc: ${errorMessage} ${(error as Error).stack}`,
         )
         return null
@@ -1944,4 +1971,4 @@ export const driveFilesToDoc = async (
     results.push(await driveFileToIndexed(client, doc))
   }
   return results
-}
\ No newline at end of file
+}
diff --git a/server/integrations/google/sync.ts b/server/integrations/google/sync.ts
index ebb65890..6a49b4ea 100644
--- a/server/integrations/google/sync.ts
+++ b/server/integrations/google/sync.ts
@@ -70,6 +70,7 @@ import {
 } from "@/integrations/google"
 import { parseMail } from "./gmail"
 import { type VespaFileWithDrivePermission } from "@/search/types"
+import type { GaxiosError } from "gaxios"
 
 const Logger = getLogger(Subsystem.Integrations).child({ module: "google" })
 
@@ -84,18 +85,19 @@ type ChangeStats = {
 
 const getDocumentOrSpreadsheet = async (docId: string) => {
   try {
-    const doc = await GetDocument(docId, fileSchema)
+    const doc = await GetDocument(fileSchema, docId)
     return doc
-  } catch (err: any) {
-    const errMessage = getErrorMessage(err?.cause)
+  } catch (err) {
+    const errMessage = getErrorMessage((err as Error).cause)
     if (errMessage.includes("Failed to fetch document: 404 Not Found")) {
       Logger.error(
+        err,
         `Found no document with ${docId}, checking for spreadsheet with ${docId}_0`,
       )
-      const sheetsForSpreadSheet = await GetDocument(`${docId}_0`, fileSchema)
+      const sheetsForSpreadSheet = await GetDocument(fileSchema, `${docId}_0`)
       return sheetsForSpreadSheet
     } else {
-      Logger.error(`Error getting document: ${err.message} ${err.stack}`)
+      Logger.error(err, `Error getting document`)
       throw err
     }
   }
@@ -116,8 +118,8 @@ const deleteUpdateStatsForGoogleSheets = async (
   // Check if the sheets we have in vespa are same as we get
   // If not, it means maybe sheet/s can be deleted
   const spreadSheetFromVespa = await GetDocument(
-    `${spreadsheetId}_0`,
     fileSchema,
+    `${spreadsheetId}_0`,
   )
   const metadata = JSON.parse(
     //@ts-ignore
@@ -141,7 +143,7 @@ const deleteUpdateStatsForGoogleSheets = async (
   for (let sheetIndex = 0; sheetIndex < totalSheets; sheetIndex++) {
     const id = `${spreadsheetId}_${sheetIndex}`
     try {
-      await GetDocument(id, fileSchema)
+      await GetDocument(fileSchema, id)
       stats.updated += 1
       continue
     } catch (e) {
@@ -168,7 +170,7 @@ const deleteWholeSpreadsheet = async (
   // Remove all sheets inside that spreadsheet
   for (let sheetIndex = 0; sheetIndex < totalSheets; sheetIndex++) {
     const id = `${spreadsheetId}_${sheetIndex}`
-    const doc = await GetDocument(id, fileSchema)
+    const doc = await GetDocument(fileSchema, id)
     const permissions = (doc.fields as VespaFile).permissions
     if (permissions.length === 1) {
       // remove it
@@ -243,9 +245,7 @@ const handleGoogleDriveChange = async (
           }
         }
       } catch (err) {
-        Logger.error(
-          `Trying to delete document that doesnt exist in Vespa \n ${err}`,
-        )
+        Logger.error(err, `Failed to delete document in Vespa \n ${err}`)
       }
     }
   } else if (docId && change.file) {
@@ -262,7 +262,7 @@ const handleGoogleDriveChange = async (
       ) {
         await deleteUpdateStatsForGoogleSheets(docId, client, stats)
       } else {
-        doc = await GetDocument(docId, fileSchema)
+        doc = await GetDocument(fileSchema, docId)
         stats.updated += 1
       }
     } catch (e) {
@@ -502,6 +502,7 @@ export const handleGoogleOAuthChanges = async (
     } catch (error) {
       const errorMessage = getErrorMessage(error)
       Logger.error(
+        error,
         `Could not successfully complete sync job: ${syncJob.id} due to ${errorMessage} :  ${(error as Error).stack}`,
       )
       const config: GoogleChangeToken = syncJob.config as GoogleChangeToken
@@ -596,6 +597,7 @@ export const handleGoogleOAuthChanges = async (
     } catch (error) {
       const errorMessage = getErrorMessage(error)
       Logger.error(
+        error,
         `Could not successfully complete Oauth sync job for Gmail: ${syncJob.id} due to ${errorMessage} ${(error as Error).stack}`,
       )
       const config: GmailChangeToken = syncJob.config as GmailChangeToken
@@ -695,6 +697,7 @@ export const handleGoogleOAuthChanges = async (
     } catch (error) {
       const errorMessage = getErrorMessage(error)
       Logger.error(
+        error,
         `Could not successfully complete Oauth sync job for Google Calendar: ${syncJob.id} due to ${errorMessage} ${(error as Error).stack}`,
       )
       const config: CalendarEventsChangeToken =
@@ -865,6 +868,7 @@ const handleGoogleCalendarEventsChanges = async (
               const eventId = splittedId[0]
               const instanceDateTime = splittedId[1]
               Logger.error(
+                err,
                 `Found no document with ${docId}, checking for event with ${eventId}`,
               )
               // Update this event and add a instanceDateTime cancelledInstances property
@@ -893,11 +897,13 @@ const handleGoogleCalendarEventsChanges = async (
                 }
               } catch (error) {
                 Logger.error(
+                  error,
                   `Can't find document to delete, probably doesn't exist`,
                 )
               }
             } else {
               Logger.error(
+                err,
                 `Error getting document: ${err.message} ${err.stack}`,
               )
               throw err
@@ -907,8 +913,8 @@ const handleGoogleCalendarEventsChanges = async (
           let event = null
           try {
             event = await GetDocument(eventSchema, docId!)
-          } catch (e) {
-            Logger.error(`Event doesn't exist in Vepsa`)
+          } catch (error) {
+            Logger.error(error, `Event doesn't exist in Vepsa`)
           }
 
           await insertEventIntoVespa(eventChange)
@@ -1003,10 +1009,11 @@ const handleGmailChanges = async (
                 await insert(parseMail(msgResp.data), mailSchema)
                 stats.added += 1
                 changesExist = true
-              } catch (e) {
+              } catch (error) {
                 // Handle errors if the message no longer exists
                 Logger.error(
-                  `Failed to fetch added message ${message?.id} in historyId ${history.id}: ${e}`,
+                  error,
+                  `Failed to fetch added message ${message?.id} in historyId ${history.id}: ${error}`,
                 )
               }
             }
@@ -1030,10 +1037,11 @@ const handleGmailChanges = async (
                 }
                 stats.removed += 1
                 changesExist = true
-              } catch (e) {
+              } catch (error) {
                 // Handle errors if the document no longer exists
                 Logger.error(
-                  `Failed to delete message ${message?.id} in historyId ${history.id}: ${e}`,
+                  error,
+                  `Failed to delete message ${message?.id} in historyId ${history.id}: ${error}`,
                 )
               }
             }
@@ -1047,9 +1055,10 @@ const handleGmailChanges = async (
                 await UpdateDocument(mailSchema, message?.id!, { labels })
                 stats.updated += 1
                 changesExist = true
-              } catch (e) {
+              } catch (error) {
                 Logger.error(
-                  `Failed to add labels to message ${message?.id} in historyId ${history.id}: ${e}`,
+                  error,
+                  `Failed to add labels to message ${message?.id} in historyId ${history.id}: ${error}`,
                 )
               }
             }
@@ -1065,9 +1074,10 @@ const handleGmailChanges = async (
                 await UpdateDocument(mailSchema, message?.id!, { labels })
                 stats.updated += 1
                 changesExist = true
-              } catch (e) {
+              } catch (error) {
                 Logger.error(
-                  `Failed to remove labels from message ${message?.id} in historyId ${history.id}: ${e}`,
+                  error,
+                  `Failed to remove labels from message ${message?.id} in historyId ${history.id}: ${error}`,
                 )
               }
             }
@@ -1083,6 +1093,7 @@ const handleGmailChanges = async (
     ) {
       // Log the error and return without updating the historyId
       Logger.error(
+        error,
         `Invalid historyId ${historyId}. Sync cannot proceed: ${error}`,
       )
       return { stats, historyId: newHistoryId, changesExist }
@@ -1188,58 +1199,92 @@ export const handleGoogleServiceAccountChanges = async (
       let nextPageToken = ""
       let contactsToken = config.contactsToken
       let otherContactsToken = config.otherContactsToken
-      do {
-        const response = await peopleService.people.connections.list({
-          resourceName: "people/me",
-          personFields: contactKeys.join(","),
-          syncToken: config.contactsToken,
-          requestSyncToken: true,
-          pageSize: 1000, // Adjust the page size based on your quota and needs
-          pageToken: nextPageToken, // Use the nextPageToken for pagination
-        })
-        contactsToken = response.data.nextSyncToken ?? contactsToken
-        if (response.data.connections && response.data.connections.length) {
-          Logger.info(
-            `About to update ${response.data.connections.length} contacts`,
-          )
-          let changeStats = await syncContacts(
-            peopleService,
-            response.data.connections,
-            user.email,
-            GooglePeopleEntity.Contacts,
+      try {
+        do {
+          const response = await peopleService.people.connections.list({
+            resourceName: "people/me",
+            personFields: contactKeys.join(","),
+            syncToken: config.contactsToken,
+            requestSyncToken: true,
+            pageSize: 1000, // Adjust the page size based on your quota and needs
+            pageToken: nextPageToken, // Use the nextPageToken for pagination
+          })
+          if (response.data.connections && response.data.connections.length) {
+            Logger.info(
+              `About to update ${response.data.connections.length} contacts`,
+            )
+            let changeStats = await syncContacts(
+              peopleService,
+              response.data.connections,
+              user.email,
+              GooglePeopleEntity.Contacts,
+            )
+            stats = mergeStats(stats, changeStats)
+            changesExist = true
+          }
+        } while (nextPageToken)
+      } catch (error) {
+        // if sync token is expired then we don't throw it further
+        // we will handle this case, it will require a full sync
+        if (
+          (error as GaxiosError).response &&
+          (error as GaxiosError).response?.status === 400 &&
+          (error as GaxiosError).message ===
+            "Sync token is expired. Clear local cache and retry call without the sync token."
+        ) {
+          Logger.warn(
+            "This is an error that is not yet implemented, it requires a full sync of the contacts api",
           )
-          stats = mergeStats(stats, changeStats)
-          changesExist = true
+        } else {
+          throw error
         }
-      } while (nextPageToken)
-
+      }
       // reset
       nextPageToken = ""
-
-      do {
-        const response = await peopleService.otherContacts.list({
-          pageSize: 1000,
-          readMask: contactKeys.join(","),
-          syncToken: otherContactsToken,
-          pageToken: nextPageToken,
-          requestSyncToken: true,
-          sources: ["READ_SOURCE_TYPE_PROFILE", "READ_SOURCE_TYPE_CONTACT"],
-        })
-        otherContactsToken = response.data.nextSyncToken ?? otherContactsToken
-        if (response.data.otherContacts && response.data.otherContacts.length) {
-          Logger.info(
-            `About to update ${response.data.otherContacts.length} other contacts`,
-          )
-          let changeStats = await syncContacts(
-            peopleService,
-            response.data.otherContacts,
-            user.email,
-            GooglePeopleEntity.OtherContacts,
+      try {
+        do {
+          const response = await peopleService.otherContacts.list({
+            pageSize: 1000,
+            readMask: contactKeys.join(","),
+            syncToken: otherContactsToken,
+            pageToken: nextPageToken,
+            requestSyncToken: true,
+            sources: ["READ_SOURCE_TYPE_PROFILE", "READ_SOURCE_TYPE_CONTACT"],
+          })
+          otherContactsToken = response.data.nextSyncToken ?? otherContactsToken
+          if (
+            response.data.otherContacts &&
+            response.data.otherContacts.length
+          ) {
+            Logger.info(
+              `About to update ${response.data.otherContacts.length} other contacts`,
+            )
+            let changeStats = await syncContacts(
+              peopleService,
+              response.data.otherContacts,
+              user.email,
+              GooglePeopleEntity.OtherContacts,
+            )
+            stats = mergeStats(stats, changeStats)
+            changesExist = true
+          }
+        } while (nextPageToken)
+      } catch (error) {
+        // if sync token is expired then we don't throw it further
+        // we will handle this case, it will require a full sync
+        if (
+          (error as GaxiosError).response &&
+          (error as GaxiosError).response?.status === 400 &&
+          (error as GaxiosError).message ===
+            "Sync token is expired. Clear local cache and retry call without the sync token."
+        ) {
+          Logger.warn(
+            "This is an error that is not yet implemented, it requires a full sync of the other contacts api",
           )
-          stats = mergeStats(stats, changeStats)
-          changesExist = true
+        } else {
+          throw error
         }
-      } while (nextPageToken)
+      }
       if (changesExist) {
         const newConfig = {
           type: config.type,
@@ -1283,6 +1328,7 @@ export const handleGoogleServiceAccountChanges = async (
     } catch (error) {
       const errorMessage = getErrorMessage(error)
       Logger.error(
+        error,
         `Could not successfully complete sync job: ${syncJob.id} due to ${errorMessage} ${(error as Error).stack}`,
       )
       const config: ChangeToken = syncJob.config as ChangeToken
@@ -1378,6 +1424,7 @@ export const handleGoogleServiceAccountChanges = async (
     } catch (error) {
       const errorMessage = getErrorMessage(error)
       Logger.error(
+        error,
         `Could not successfully complete ServiceAccount sync job for Gmail: ${syncJob.id} due to ${errorMessage} ${(error as Error).stack}`,
       )
       const config: GmailChangeToken = syncJob.config as GmailChangeToken
@@ -1475,6 +1522,7 @@ export const handleGoogleServiceAccountChanges = async (
     } catch (error) {
       const errorMessage = getErrorMessage(error)
       Logger.error(
+        error,
         `Could not successfully complete ServiceAccount sync job for Google Calendar: ${syncJob.id} due to ${errorMessage} ${(error as Error).stack}`,
       )
       const config: CalendarEventsChangeToken =
diff --git a/server/integrations/google/utils.ts b/server/integrations/google/utils.ts
index 7a0faf8c..2c22cc1d 100644
--- a/server/integrations/google/utils.ts
+++ b/server/integrations/google/utils.ts
@@ -210,6 +210,7 @@ export const getPDFContent = async (
     }
   } catch (error) {
     Logger.error(
+      error,
       `Error getting file: ${error} ${(error as Error).stack}`,
       error,
     )
@@ -237,7 +238,7 @@ export const getSheetsFromSpreadSheet = async (
 
     return sheetsListFromOneSpreadsheet
   } catch (err) {
-    Logger.error(`Error in catch of getSheetsFromSpreadSheet`, err)
+    Logger.error(err, `Error in catch of getSheetsFromSpreadSheet`, err)
     return []
   }
 }
@@ -347,6 +348,7 @@ export const checkDownloadsFolder = async (
     Logger.info("All files deleted successfully.")
   } catch (error) {
     Logger.error(
+      error,
       `Error checking or deleting files in downloads folder: ${error} ${(error as Error).stack}`,
     )
   }
diff --git a/server/logger/index.ts b/server/logger/index.ts
index 51e55bdf..6e087fb5 100644
--- a/server/logger/index.ts
+++ b/server/logger/index.ts
@@ -37,7 +37,6 @@ export const getLogger = (loggerType: Subsystem) => {
             "stack",
             "apiErrorHandlerCallStack",
           ],
-          destination: getLoggerDestination(loggerType),
         },
       },
     })
@@ -63,10 +62,6 @@ export const getLogger = (loggerType: Subsystem) => {
   }
 }
 
-const getLoggerDestination = (loggerType: Subsystem) => {
-  return `./logs/${loggerType}.log`
-}
-
 export const LogMiddleware = (loggerType: Subsystem): MiddlewareHandler => {
   const logger = getLogger(loggerType)
 
diff --git a/server/migrations/0000_wide_cyclops.sql b/server/migrations/0000_early_warlock.sql
similarity index 72%
rename from server/migrations/0000_wide_cyclops.sql
rename to server/migrations/0000_early_warlock.sql
index 30428dcc..8bd53fa3 100644
--- a/server/migrations/0000_wide_cyclops.sql
+++ b/server/migrations/0000_early_warlock.sql
@@ -1,5 +1,5 @@
 DO $$ BEGIN
- CREATE TYPE "public"."app_type" AS ENUM('google-workspace', 'google-drive');
+ CREATE TYPE "public"."app_type" AS ENUM('google-workspace', 'google-drive', 'gmail', 'notion', 'google-calendar');
 EXCEPTION
  WHEN duplicate_object THEN null;
 END $$;
@@ -16,6 +16,12 @@ EXCEPTION
  WHEN duplicate_object THEN null;
 END $$;
 --> statement-breakpoint
+DO $$ BEGIN
+ CREATE TYPE "public"."message_role" AS ENUM('system', 'user', 'assistant');
+EXCEPTION
+ WHEN duplicate_object THEN null;
+END $$;
+--> statement-breakpoint
 DO $$ BEGIN
  CREATE TYPE "public"."status" AS ENUM('connected', 'connecting', 'failed', 'not-connected');
 EXCEPTION
@@ -40,6 +46,22 @@ EXCEPTION
  WHEN duplicate_object THEN null;
 END $$;
 --> statement-breakpoint
+CREATE TABLE IF NOT EXISTS "chats" (
+	"id" serial PRIMARY KEY NOT NULL,
+	"workspace_id" integer NOT NULL,
+	"user_id" integer NOT NULL,
+	"external_id" text NOT NULL,
+	"workspace_external_id" text NOT NULL,
+	"is_bookmarked" boolean DEFAULT false NOT NULL,
+	"email" text NOT NULL,
+	"title" text NOT NULL,
+	"attachments" jsonb NOT NULL,
+	"created_at" timestamp with time zone DEFAULT NOW() NOT NULL,
+	"updated_at" timestamp with time zone DEFAULT NOW() NOT NULL,
+	"deleted_at" timestamp with time zone,
+	CONSTRAINT "chats_external_id_unique" UNIQUE("external_id")
+);
+--> statement-breakpoint
 CREATE TABLE IF NOT EXISTS "connectors" (
 	"id" serial PRIMARY KEY NOT NULL,
 	"workspace_id" integer NOT NULL,
@@ -61,6 +83,25 @@ CREATE TABLE IF NOT EXISTS "connectors" (
 	CONSTRAINT "connectors_workspace_id_user_id_app_type_auth_type_unique" UNIQUE("workspace_id","user_id","app_type","auth_type")
 );
 --> statement-breakpoint
+CREATE TABLE IF NOT EXISTS "messages" (
+	"id" serial PRIMARY KEY NOT NULL,
+	"chat_id" integer NOT NULL,
+	"user_id" integer NOT NULL,
+	"external_id" text NOT NULL,
+	"workspace_external_id" text NOT NULL,
+	"chat_external_id" text NOT NULL,
+	"message" text NOT NULL,
+	"message_role" "message_role" NOT NULL,
+	"modelId" text NOT NULL,
+	"email" text NOT NULL,
+	"sources" jsonb DEFAULT '[]'::jsonb NOT NULL,
+	"created_at" timestamp with time zone DEFAULT NOW() NOT NULL,
+	"updated_at" timestamp with time zone DEFAULT NOW() NOT NULL,
+	"deleted_at" timestamp with time zone,
+	"error_message" text DEFAULT '',
+	CONSTRAINT "messages_external_id_unique" UNIQUE("external_id")
+);
+--> statement-breakpoint
 CREATE TABLE IF NOT EXISTS "oauth_providers" (
 	"id" serial PRIMARY KEY NOT NULL,
 	"workspace_id" integer NOT NULL,
@@ -88,7 +129,8 @@ CREATE TABLE IF NOT EXISTS "sync_history" (
 	"summary" jsonb NOT NULL,
 	"error_message" text DEFAULT '',
 	"type" "type" NOT NULL,
-	"status" "sync_status",
+	"status" "sync_status" NOT NULL,
+	"auth_type" "auth_type" NOT NULL,
 	"app_type" "app_type" NOT NULL,
 	"config" jsonb NOT NULL,
 	"last_ran_on" timestamp with time zone DEFAULT NOW(),
@@ -103,10 +145,12 @@ CREATE TABLE IF NOT EXISTS "sync_jobs" (
 	"workspace_id" integer NOT NULL,
 	"external_id" text NOT NULL,
 	"workspace_external_id" text NOT NULL,
+	"email" text NOT NULL,
 	"connector_id" integer NOT NULL,
 	"type" "type" NOT NULL,
-	"status" "sync_status",
+	"status" "sync_status" DEFAULT 'NotStarted' NOT NULL,
 	"app_type" "app_type" NOT NULL,
+	"auth_type" "auth_type" NOT NULL,
 	"config" jsonb NOT NULL,
 	"last_ran_on" timestamp with time zone DEFAULT NOW(),
 	"created_at" timestamp with time zone DEFAULT NOW() NOT NULL,
@@ -137,14 +181,27 @@ CREATE TABLE IF NOT EXISTS "workspaces" (
 	"domain" text NOT NULL,
 	"created_by" text NOT NULL,
 	"external_id" text NOT NULL,
+	"photoLink" text,
 	"created_at" timestamp with time zone DEFAULT NOW() NOT NULL,
 	"updated_at" timestamp with time zone DEFAULT NOW() NOT NULL,
-	"deleted_at" timestamp with time zone DEFAULT '1970-01-01T00:00:00Z' NOT NULL,
+	"deleted_at" timestamp with time zone,
 	CONSTRAINT "workspaces_domain_unique" UNIQUE("domain"),
 	CONSTRAINT "workspaces_created_by_unique" UNIQUE("created_by"),
 	CONSTRAINT "workspaces_external_id_unique" UNIQUE("external_id")
 );
 --> statement-breakpoint
+DO $$ BEGIN
+ ALTER TABLE "chats" ADD CONSTRAINT "chats_workspace_id_workspaces_id_fk" FOREIGN KEY ("workspace_id") REFERENCES "public"."workspaces"("id") ON DELETE no action ON UPDATE no action;
+EXCEPTION
+ WHEN duplicate_object THEN null;
+END $$;
+--> statement-breakpoint
+DO $$ BEGIN
+ ALTER TABLE "chats" ADD CONSTRAINT "chats_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE no action ON UPDATE no action;
+EXCEPTION
+ WHEN duplicate_object THEN null;
+END $$;
+--> statement-breakpoint
 DO $$ BEGIN
  ALTER TABLE "connectors" ADD CONSTRAINT "connectors_workspace_id_workspaces_id_fk" FOREIGN KEY ("workspace_id") REFERENCES "public"."workspaces"("id") ON DELETE no action ON UPDATE no action;
 EXCEPTION
@@ -157,6 +214,18 @@ EXCEPTION
  WHEN duplicate_object THEN null;
 END $$;
 --> statement-breakpoint
+DO $$ BEGIN
+ ALTER TABLE "messages" ADD CONSTRAINT "messages_chat_id_chats_id_fk" FOREIGN KEY ("chat_id") REFERENCES "public"."chats"("id") ON DELETE no action ON UPDATE no action;
+EXCEPTION
+ WHEN duplicate_object THEN null;
+END $$;
+--> statement-breakpoint
+DO $$ BEGIN
+ ALTER TABLE "messages" ADD CONSTRAINT "messages_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE no action ON UPDATE no action;
+EXCEPTION
+ WHEN duplicate_object THEN null;
+END $$;
+--> statement-breakpoint
 DO $$ BEGIN
  ALTER TABLE "oauth_providers" ADD CONSTRAINT "oauth_providers_workspace_id_workspaces_id_fk" FOREIGN KEY ("workspace_id") REFERENCES "public"."workspaces"("id") ON DELETE no action ON UPDATE no action;
 EXCEPTION
@@ -199,4 +268,6 @@ EXCEPTION
  WHEN duplicate_object THEN null;
 END $$;
 --> statement-breakpoint
+CREATE INDEX IF NOT EXISTS "is_bookmarked_index" ON "chats" USING btree ("is_bookmarked");--> statement-breakpoint
+CREATE INDEX IF NOT EXISTS "chat_id_index" ON "messages" USING btree ("chat_id");--> statement-breakpoint
 CREATE UNIQUE INDEX IF NOT EXISTS "email_unique_index" ON "users" USING btree (LOWER("email"));
\ No newline at end of file
diff --git a/server/migrations/0001_dark_maddog.sql b/server/migrations/0001_dark_maddog.sql
new file mode 100644
index 00000000..4db0dd96
--- /dev/null
+++ b/server/migrations/0001_dark_maddog.sql
@@ -0,0 +1,2 @@
+ALTER TABLE "chats" ADD COLUMN "hasAttachments" boolean DEFAULT false NOT NULL;--> statement-breakpoint
+ALTER TABLE "messages" ADD COLUMN "attachments" jsonb DEFAULT '[]'::jsonb NOT NULL;
\ No newline at end of file
diff --git a/server/migrations/0001_rich_jack_murdock.sql b/server/migrations/0001_rich_jack_murdock.sql
deleted file mode 100644
index 84417bb9..00000000
--- a/server/migrations/0001_rich_jack_murdock.sql
+++ /dev/null
@@ -1,4 +0,0 @@
-ALTER TABLE "sync_history" ALTER COLUMN "status" SET NOT NULL;--> statement-breakpoint
-ALTER TABLE "sync_jobs" ALTER COLUMN "status" SET DEFAULT 'NotStarted';--> statement-breakpoint
-ALTER TABLE "sync_jobs" ALTER COLUMN "status" SET NOT NULL;--> statement-breakpoint
-ALTER TABLE "sync_jobs" ADD COLUMN "email" text NOT NULL;
\ No newline at end of file
diff --git a/server/migrations/0002_lyrical_sauron.sql b/server/migrations/0002_lyrical_sauron.sql
deleted file mode 100644
index 2c18f1bb..00000000
--- a/server/migrations/0002_lyrical_sauron.sql
+++ /dev/null
@@ -1 +0,0 @@
-ALTER TABLE "sync_jobs" ADD COLUMN "auth_type" "auth_type" NOT NULL;
\ No newline at end of file
diff --git a/server/migrations/0003_little_reaper.sql b/server/migrations/0003_little_reaper.sql
deleted file mode 100644
index 4ccda171..00000000
--- a/server/migrations/0003_little_reaper.sql
+++ /dev/null
@@ -1 +0,0 @@
-ALTER TABLE "sync_history" ADD COLUMN "auth_type" "auth_type" NOT NULL;
\ No newline at end of file
diff --git a/server/migrations/0004_great_spectrum.sql b/server/migrations/0004_great_spectrum.sql
deleted file mode 100644
index b85a3d40..00000000
--- a/server/migrations/0004_great_spectrum.sql
+++ /dev/null
@@ -1 +0,0 @@
-ALTER TYPE "app_type" ADD VALUE 'notion';
\ No newline at end of file
diff --git a/server/migrations/0005_military_gideon.sql b/server/migrations/0005_military_gideon.sql
deleted file mode 100644
index 775e6224..00000000
--- a/server/migrations/0005_military_gideon.sql
+++ /dev/null
@@ -1 +0,0 @@
-ALTER TYPE "app_type" ADD VALUE 'gmail';
\ No newline at end of file
diff --git a/server/migrations/0006_fat_infant_terrible.sql b/server/migrations/0006_fat_infant_terrible.sql
deleted file mode 100644
index c31c3249..00000000
--- a/server/migrations/0006_fat_infant_terrible.sql
+++ /dev/null
@@ -1 +0,0 @@
-ALTER TABLE "workspaces" ADD COLUMN "photoLink" text;
\ No newline at end of file
diff --git a/server/migrations/0007_colorful_titanium_man.sql b/server/migrations/0007_colorful_titanium_man.sql
deleted file mode 100644
index 5910acf5..00000000
--- a/server/migrations/0007_colorful_titanium_man.sql
+++ /dev/null
@@ -1,2 +0,0 @@
-ALTER TABLE "workspaces" ALTER COLUMN "deleted_at" DROP DEFAULT;--> statement-breakpoint
-ALTER TABLE "workspaces" ALTER COLUMN "deleted_at" DROP NOT NULL;
\ No newline at end of file
diff --git a/server/migrations/0007_tense_shadowcat.sql b/server/migrations/0007_tense_shadowcat.sql
deleted file mode 100644
index 66e96d0f..00000000
--- a/server/migrations/0007_tense_shadowcat.sql
+++ /dev/null
@@ -1,68 +0,0 @@
-DO $$ BEGIN
- CREATE TYPE "public"."message_role" AS ENUM('system', 'user', 'assistant');
-EXCEPTION
- WHEN duplicate_object THEN null;
-END $$;
---> statement-breakpoint
-CREATE TABLE IF NOT EXISTS "chats" (
-	"id" serial PRIMARY KEY NOT NULL,
-	"workspace_id" integer NOT NULL,
-	"user_id" integer NOT NULL,
-	"external_id" text NOT NULL,
-	"workspace_external_id" text NOT NULL,
-	"is_bookmarked" boolean DEFAULT false NOT NULL,
-	"email" text NOT NULL,
-	"title" text NOT NULL,
-	"created_at" timestamp with time zone DEFAULT NOW() NOT NULL,
-	"updated_at" timestamp with time zone DEFAULT NOW() NOT NULL,
-	"deleted_at" timestamp with time zone,
-	CONSTRAINT "chats_external_id_unique" UNIQUE("external_id")
-);
---> statement-breakpoint
-CREATE TABLE IF NOT EXISTS "messages" (
-	"id" serial PRIMARY KEY NOT NULL,
-	"chat_id" integer NOT NULL,
-	"user_id" integer NOT NULL,
-	"external_id" text NOT NULL,
-	"workspace_external_id" text NOT NULL,
-	"chat_external_id" text NOT NULL,
-	"message" text NOT NULL,
-	"message_role" "message_role" NOT NULL,
-	"modelId" text NOT NULL,
-	"email" text NOT NULL,
-	"sources" jsonb NOT NULL,
-	"created_at" timestamp with time zone DEFAULT NOW() NOT NULL,
-	"updated_at" timestamp with time zone DEFAULT NOW() NOT NULL,
-	"deleted_at" timestamp with time zone,
-	CONSTRAINT "messages_external_id_unique" UNIQUE("external_id"),
-	CONSTRAINT "messages_chat_external_id_unique" UNIQUE("chat_external_id")
-);
---> statement-breakpoint
-ALTER TABLE "workspaces" ALTER COLUMN "deleted_at" DROP DEFAULT;--> statement-breakpoint
-ALTER TABLE "workspaces" ALTER COLUMN "deleted_at" DROP NOT NULL;--> statement-breakpoint
-DO $$ BEGIN
- ALTER TABLE "chats" ADD CONSTRAINT "chats_workspace_id_workspaces_id_fk" FOREIGN KEY ("workspace_id") REFERENCES "public"."workspaces"("id") ON DELETE no action ON UPDATE no action;
-EXCEPTION
- WHEN duplicate_object THEN null;
-END $$;
---> statement-breakpoint
-DO $$ BEGIN
- ALTER TABLE "chats" ADD CONSTRAINT "chats_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE no action ON UPDATE no action;
-EXCEPTION
- WHEN duplicate_object THEN null;
-END $$;
---> statement-breakpoint
-DO $$ BEGIN
- ALTER TABLE "messages" ADD CONSTRAINT "messages_chat_id_chats_id_fk" FOREIGN KEY ("chat_id") REFERENCES "public"."chats"("id") ON DELETE no action ON UPDATE no action;
-EXCEPTION
- WHEN duplicate_object THEN null;
-END $$;
---> statement-breakpoint
-DO $$ BEGIN
- ALTER TABLE "messages" ADD CONSTRAINT "messages_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE no action ON UPDATE no action;
-EXCEPTION
- WHEN duplicate_object THEN null;
-END $$;
---> statement-breakpoint
-CREATE UNIQUE INDEX IF NOT EXISTS "is_bookmarked_index" ON "chats" USING btree ("is_bookmarked");--> statement-breakpoint
-CREATE INDEX IF NOT EXISTS "chat_id_index" ON "messages" USING btree ("chat_id");
\ No newline at end of file
diff --git a/server/migrations/0008_plain_william_stryker.sql b/server/migrations/0008_plain_william_stryker.sql
deleted file mode 100644
index 6a4143ef..00000000
--- a/server/migrations/0008_plain_william_stryker.sql
+++ /dev/null
@@ -1,2 +0,0 @@
-DROP INDEX IF EXISTS "is_bookmarked_index";--> statement-breakpoint
-CREATE INDEX IF NOT EXISTS "is_bookmarked_index" ON "chats" USING btree ("is_bookmarked");
\ No newline at end of file
diff --git a/server/migrations/0009_crazy_madelyne_pryor.sql b/server/migrations/0009_crazy_madelyne_pryor.sql
deleted file mode 100644
index dde37f62..00000000
--- a/server/migrations/0009_crazy_madelyne_pryor.sql
+++ /dev/null
@@ -1 +0,0 @@
-ALTER TABLE "messages" DROP CONSTRAINT "messages_chat_external_id_unique";
\ No newline at end of file
diff --git a/server/migrations/0010_regular_vermin.sql b/server/migrations/0010_regular_vermin.sql
deleted file mode 100644
index 2872d0fd..00000000
--- a/server/migrations/0010_regular_vermin.sql
+++ /dev/null
@@ -1 +0,0 @@
-ALTER TABLE "chats" ADD COLUMN "attachments" jsonb NOT NULL;
\ No newline at end of file
diff --git a/server/migrations/0011_fine_echo.sql b/server/migrations/0011_fine_echo.sql
deleted file mode 100644
index c6087628..00000000
--- a/server/migrations/0011_fine_echo.sql
+++ /dev/null
@@ -1 +0,0 @@
-ALTER TYPE "app_type" ADD VALUE 'google-calendar';
\ No newline at end of file
diff --git a/server/migrations/0011_slim_vengeance.sql b/server/migrations/0011_slim_vengeance.sql
deleted file mode 100644
index d728854f..00000000
--- a/server/migrations/0011_slim_vengeance.sql
+++ /dev/null
@@ -1 +0,0 @@
-ALTER TABLE "messages" ALTER COLUMN "sources" SET DEFAULT '[]'::jsonb;
\ No newline at end of file
diff --git a/server/migrations/0012_swift_captain_britain.sql b/server/migrations/0012_swift_captain_britain.sql
deleted file mode 100644
index c6087628..00000000
--- a/server/migrations/0012_swift_captain_britain.sql
+++ /dev/null
@@ -1 +0,0 @@
-ALTER TYPE "app_type" ADD VALUE 'google-calendar';
\ No newline at end of file
diff --git a/server/migrations/0013_calm_ironclad.sql b/server/migrations/0013_calm_ironclad.sql
deleted file mode 100644
index 97e6acca..00000000
--- a/server/migrations/0013_calm_ironclad.sql
+++ /dev/null
@@ -1 +0,0 @@
-ALTER TABLE "messages" ADD COLUMN "attachments" jsonb DEFAULT '[]'::jsonb NOT NULL;
\ No newline at end of file
diff --git a/server/migrations/0014_silly_doctor_doom.sql b/server/migrations/0014_silly_doctor_doom.sql
deleted file mode 100644
index b2dc4d41..00000000
--- a/server/migrations/0014_silly_doctor_doom.sql
+++ /dev/null
@@ -1 +0,0 @@
-ALTER TABLE "chats" ADD COLUMN "hasAttachments" boolean DEFAULT false NOT NULL;
\ No newline at end of file
diff --git a/server/migrations/meta/0000_snapshot.json b/server/migrations/meta/0000_snapshot.json
index 7595f325..9ba173d3 100644
--- a/server/migrations/meta/0000_snapshot.json
+++ b/server/migrations/meta/0000_snapshot.json
@@ -1,9 +1,135 @@
 {
-  "id": "217467b8-f6df-4197-87f0-0d931eb33da1",
+  "id": "69339c64-d4cd-4467-8254-4d0d14b3de69",
   "prevId": "00000000-0000-0000-0000-000000000000",
   "version": "7",
   "dialect": "postgresql",
   "tables": {
+    "public.chats": {
+      "name": "chats",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_external_id": {
+          "name": "workspace_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "is_bookmarked": {
+          "name": "is_bookmarked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "title": {
+          "name": "title",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "attachments": {
+          "name": "attachments",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "is_bookmarked_index": {
+          "name": "is_bookmarked_index",
+          "columns": [
+            {
+              "expression": "is_bookmarked",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "chats_workspace_id_workspaces_id_fk": {
+          "name": "chats_workspace_id_workspaces_id_fk",
+          "tableFrom": "chats",
+          "tableTo": "workspaces",
+          "columnsFrom": ["workspace_id"],
+          "columnsTo": ["id"],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "chats_user_id_users_id_fk": {
+          "name": "chats_user_id_users_id_fk",
+          "tableFrom": "chats",
+          "tableTo": "users",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "chats_external_id_unique": {
+          "name": "chats_external_id_unique",
+          "nullsNotDistinct": false,
+          "columns": ["external_id"]
+        }
+      }
+    },
     "public.connectors": {
       "name": "connectors",
       "schema": "",
@@ -147,6 +273,152 @@
         }
       }
     },
+    "public.messages": {
+      "name": "messages",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_external_id": {
+          "name": "workspace_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "chat_external_id": {
+          "name": "chat_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "message": {
+          "name": "message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "message_role": {
+          "name": "message_role",
+          "type": "message_role",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "modelId": {
+          "name": "modelId",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "sources": {
+          "name": "sources",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "error_message": {
+          "name": "error_message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "''"
+        }
+      },
+      "indexes": {
+        "chat_id_index": {
+          "name": "chat_id_index",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "messages_chat_id_chats_id_fk": {
+          "name": "messages_chat_id_chats_id_fk",
+          "tableFrom": "messages",
+          "tableTo": "chats",
+          "columnsFrom": ["chat_id"],
+          "columnsTo": ["id"],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "messages_user_id_users_id_fk": {
+          "name": "messages_user_id_users_id_fk",
+          "tableFrom": "messages",
+          "tableTo": "users",
+          "columnsFrom": ["user_id"],
+          "columnsTo": ["id"],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "messages_external_id_unique": {
+          "name": "messages_external_id_unique",
+          "nullsNotDistinct": false,
+          "columns": ["external_id"]
+        }
+      }
+    },
     "public.oauth_providers": {
       "name": "oauth_providers",
       "schema": "",
@@ -341,7 +613,14 @@
           "type": "sync_status",
           "typeSchema": "public",
           "primaryKey": false,
-          "notNull": false
+          "notNull": true
+        },
+        "auth_type": {
+          "name": "auth_type",
+          "type": "auth_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
         },
         "app_type": {
           "name": "app_type",
@@ -433,6 +712,12 @@
           "primaryKey": false,
           "notNull": true
         },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
         "connector_id": {
           "name": "connector_id",
           "type": "integer",
@@ -451,7 +736,8 @@
           "type": "sync_status",
           "typeSchema": "public",
           "primaryKey": false,
-          "notNull": false
+          "notNull": true,
+          "default": "'NotStarted'"
         },
         "app_type": {
           "name": "app_type",
@@ -460,6 +746,13 @@
           "primaryKey": false,
           "notNull": true
         },
+        "auth_type": {
+          "name": "auth_type",
+          "type": "auth_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
         "config": {
           "name": "config",
           "type": "jsonb",
@@ -677,6 +970,12 @@
           "primaryKey": false,
           "notNull": true
         },
+        "photoLink": {
+          "name": "photoLink",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
         "created_at": {
           "name": "created_at",
           "type": "timestamp with time zone",
@@ -695,8 +994,7 @@
           "name": "deleted_at",
           "type": "timestamp with time zone",
           "primaryKey": false,
-          "notNull": true,
-          "default": "'1970-01-01T00:00:00Z'"
+          "notNull": false
         }
       },
       "indexes": {},
@@ -725,7 +1023,13 @@
     "public.app_type": {
       "name": "app_type",
       "schema": "public",
-      "values": ["google-workspace", "google-drive"]
+      "values": [
+        "google-workspace",
+        "google-drive",
+        "gmail",
+        "notion",
+        "google-calendar"
+      ]
     },
     "public.auth_type": {
       "name": "auth_type",
@@ -737,6 +1041,11 @@
       "schema": "public",
       "values": ["SaaS", "Database", "Api", "File", "Website"]
     },
+    "public.message_role": {
+      "name": "message_role",
+      "schema": "public",
+      "values": ["system", "user", "assistant"]
+    },
     "public.status": {
       "name": "status",
       "schema": "public",
@@ -765,4 +1074,4 @@
     "schemas": {},
     "tables": {}
   }
-}
+}
\ No newline at end of file
diff --git a/server/migrations/meta/0001_snapshot.json b/server/migrations/meta/0001_snapshot.json
index e6b497a5..b2d05a28 100644
--- a/server/migrations/meta/0001_snapshot.json
+++ b/server/migrations/meta/0001_snapshot.json
@@ -1,9 +1,152 @@
 {
-  "id": "c808dec5-0cbd-47fd-9ffa-9f9a964262af",
-  "prevId": "217467b8-f6df-4197-87f0-0d931eb33da1",
+  "id": "9d2eb298-7917-47bd-96a4-c881a9306e97",
+  "prevId": "69339c64-d4cd-4467-8254-4d0d14b3de69",
   "version": "7",
   "dialect": "postgresql",
   "tables": {
+    "public.chats": {
+      "name": "chats",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "workspace_id": {
+          "name": "workspace_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_external_id": {
+          "name": "workspace_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "is_bookmarked": {
+          "name": "is_bookmarked",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "title": {
+          "name": "title",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "attachments": {
+          "name": "attachments",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "hasAttachments": {
+          "name": "hasAttachments",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        }
+      },
+      "indexes": {
+        "is_bookmarked_index": {
+          "name": "is_bookmarked_index",
+          "columns": [
+            {
+              "expression": "is_bookmarked",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "chats_workspace_id_workspaces_id_fk": {
+          "name": "chats_workspace_id_workspaces_id_fk",
+          "tableFrom": "chats",
+          "tableTo": "workspaces",
+          "columnsFrom": [
+            "workspace_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "chats_user_id_users_id_fk": {
+          "name": "chats_user_id_users_id_fk",
+          "tableFrom": "chats",
+          "tableTo": "users",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "chats_external_id_unique": {
+          "name": "chats_external_id_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "external_id"
+          ]
+        }
+      }
+    },
     "public.connectors": {
       "name": "connectors",
       "schema": "",
@@ -118,8 +261,12 @@
           "name": "connectors_workspace_id_workspaces_id_fk",
           "tableFrom": "connectors",
           "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
+          "columnsFrom": [
+            "workspace_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
           "onDelete": "no action",
           "onUpdate": "no action"
         },
@@ -127,8 +274,12 @@
           "name": "connectors_user_id_users_id_fk",
           "tableFrom": "connectors",
           "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
           "onDelete": "no action",
           "onUpdate": "no action"
         }
@@ -138,12 +289,182 @@
         "connectors_external_id_unique": {
           "name": "connectors_external_id_unique",
           "nullsNotDistinct": false,
-          "columns": ["external_id"]
+          "columns": [
+            "external_id"
+          ]
         },
         "connectors_workspace_id_user_id_app_type_auth_type_unique": {
           "name": "connectors_workspace_id_user_id_app_type_auth_type_unique",
           "nullsNotDistinct": false,
-          "columns": ["workspace_id", "user_id", "app_type", "auth_type"]
+          "columns": [
+            "workspace_id",
+            "user_id",
+            "app_type",
+            "auth_type"
+          ]
+        }
+      }
+    },
+    "public.messages": {
+      "name": "messages",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "serial",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "chat_id": {
+          "name": "chat_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "external_id": {
+          "name": "external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "workspace_external_id": {
+          "name": "workspace_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "chat_external_id": {
+          "name": "chat_external_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "message": {
+          "name": "message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "message_role": {
+          "name": "message_role",
+          "type": "message_role",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "modelId": {
+          "name": "modelId",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "sources": {
+          "name": "sources",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "attachments": {
+          "name": "attachments",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'[]'::jsonb"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "NOW()"
+        },
+        "deleted_at": {
+          "name": "deleted_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "error_message": {
+          "name": "error_message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "''"
+        }
+      },
+      "indexes": {
+        "chat_id_index": {
+          "name": "chat_id_index",
+          "columns": [
+            {
+              "expression": "chat_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "messages_chat_id_chats_id_fk": {
+          "name": "messages_chat_id_chats_id_fk",
+          "tableFrom": "messages",
+          "tableTo": "chats",
+          "columnsFrom": [
+            "chat_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "messages_user_id_users_id_fk": {
+          "name": "messages_user_id_users_id_fk",
+          "tableFrom": "messages",
+          "tableTo": "users",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "messages_external_id_unique": {
+          "name": "messages_external_id_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "external_id"
+          ]
         }
       }
     },
@@ -234,8 +555,12 @@
           "name": "oauth_providers_workspace_id_workspaces_id_fk",
           "tableFrom": "oauth_providers",
           "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
+          "columnsFrom": [
+            "workspace_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
           "onDelete": "no action",
           "onUpdate": "no action"
         },
@@ -243,8 +568,12 @@
           "name": "oauth_providers_user_id_users_id_fk",
           "tableFrom": "oauth_providers",
           "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
           "onDelete": "no action",
           "onUpdate": "no action"
         },
@@ -252,8 +581,12 @@
           "name": "oauth_providers_container_id_connectors_id_fk",
           "tableFrom": "oauth_providers",
           "tableTo": "connectors",
-          "columnsFrom": ["container_id"],
-          "columnsTo": ["id"],
+          "columnsFrom": [
+            "container_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
           "onDelete": "no action",
           "onUpdate": "no action"
         }
@@ -263,7 +596,9 @@
         "oauth_providers_external_id_unique": {
           "name": "oauth_providers_external_id_unique",
           "nullsNotDistinct": false,
-          "columns": ["external_id"]
+          "columns": [
+            "external_id"
+          ]
         }
       }
     },
@@ -343,6 +678,13 @@
           "primaryKey": false,
           "notNull": true
         },
+        "auth_type": {
+          "name": "auth_type",
+          "type": "auth_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
         "app_type": {
           "name": "app_type",
           "type": "app_type",
@@ -390,8 +732,12 @@
           "name": "sync_history_workspace_id_workspaces_id_fk",
           "tableFrom": "sync_history",
           "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
+          "columnsFrom": [
+            "workspace_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
           "onDelete": "no action",
           "onUpdate": "no action"
         }
@@ -401,7 +747,9 @@
         "sync_history_external_id_unique": {
           "name": "sync_history_external_id_unique",
           "nullsNotDistinct": false,
-          "columns": ["external_id"]
+          "columns": [
+            "external_id"
+          ]
         }
       }
     },
@@ -467,6 +815,13 @@
           "primaryKey": false,
           "notNull": true
         },
+        "auth_type": {
+          "name": "auth_type",
+          "type": "auth_type",
+          "typeSchema": "public",
+          "primaryKey": false,
+          "notNull": true
+        },
         "config": {
           "name": "config",
           "type": "jsonb",
@@ -507,8 +862,12 @@
           "name": "sync_jobs_workspace_id_workspaces_id_fk",
           "tableFrom": "sync_jobs",
           "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
+          "columnsFrom": [
+            "workspace_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
           "onDelete": "no action",
           "onUpdate": "no action"
         },
@@ -516,8 +875,12 @@
           "name": "sync_jobs_connector_id_connectors_id_fk",
           "tableFrom": "sync_jobs",
           "tableTo": "connectors",
-          "columnsFrom": ["connector_id"],
-          "columnsTo": ["id"],
+          "columnsFrom": [
+            "connector_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
           "onDelete": "no action",
           "onUpdate": "no action"
         }
@@ -527,7 +890,9 @@
         "sync_jobs_external_id_unique": {
           "name": "sync_jobs_external_id_unique",
           "nullsNotDistinct": false,
-          "columns": ["external_id"]
+          "columns": [
+            "external_id"
+          ]
         }
       }
     },
@@ -635,8 +1000,12 @@
           "name": "users_workspace_id_workspaces_id_fk",
           "tableFrom": "users",
           "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
+          "columnsFrom": [
+            "workspace_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
           "onDelete": "no action",
           "onUpdate": "no action"
         }
@@ -646,7 +1015,9 @@
         "users_external_id_unique": {
           "name": "users_external_id_unique",
           "nullsNotDistinct": false,
-          "columns": ["external_id"]
+          "columns": [
+            "external_id"
+          ]
         }
       }
     },
@@ -684,6 +1055,12 @@
           "primaryKey": false,
           "notNull": true
         },
+        "photoLink": {
+          "name": "photoLink",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
         "created_at": {
           "name": "created_at",
           "type": "timestamp with time zone",
@@ -702,8 +1079,7 @@
           "name": "deleted_at",
           "type": "timestamp with time zone",
           "primaryKey": false,
-          "notNull": true,
-          "default": "'1970-01-01T00:00:00Z'"
+          "notNull": false
         }
       },
       "indexes": {},
@@ -713,17 +1089,23 @@
         "workspaces_domain_unique": {
           "name": "workspaces_domain_unique",
           "nullsNotDistinct": false,
-          "columns": ["domain"]
+          "columns": [
+            "domain"
+          ]
         },
         "workspaces_created_by_unique": {
           "name": "workspaces_created_by_unique",
           "nullsNotDistinct": false,
-          "columns": ["created_by"]
+          "columns": [
+            "created_by"
+          ]
         },
         "workspaces_external_id_unique": {
           "name": "workspaces_external_id_unique",
           "nullsNotDistinct": false,
-          "columns": ["external_id"]
+          "columns": [
+            "external_id"
+          ]
         }
       }
     }
@@ -732,37 +1114,82 @@
     "public.app_type": {
       "name": "app_type",
       "schema": "public",
-      "values": ["google-workspace", "google-drive"]
+      "values": [
+        "google-workspace",
+        "google-drive",
+        "gmail",
+        "notion",
+        "google-calendar"
+      ]
     },
     "public.auth_type": {
       "name": "auth_type",
       "schema": "public",
-      "values": ["oauth", "service_account", "custom", "api_key"]
+      "values": [
+        "oauth",
+        "service_account",
+        "custom",
+        "api_key"
+      ]
     },
     "public.connector_type": {
       "name": "connector_type",
       "schema": "public",
-      "values": ["SaaS", "Database", "Api", "File", "Website"]
+      "values": [
+        "SaaS",
+        "Database",
+        "Api",
+        "File",
+        "Website"
+      ]
+    },
+    "public.message_role": {
+      "name": "message_role",
+      "schema": "public",
+      "values": [
+        "system",
+        "user",
+        "assistant"
+      ]
     },
     "public.status": {
       "name": "status",
       "schema": "public",
-      "values": ["connected", "connecting", "failed", "not-connected"]
+      "values": [
+        "connected",
+        "connecting",
+        "failed",
+        "not-connected"
+      ]
     },
     "public.type": {
       "name": "type",
       "schema": "public",
-      "values": ["ChangeToken", "Partial", "FullSync"]
+      "values": [
+        "ChangeToken",
+        "Partial",
+        "FullSync"
+      ]
     },
     "public.sync_status": {
       "name": "sync_status",
       "schema": "public",
-      "values": ["NotStarted", "Started", "Failed", "Successful"]
+      "values": [
+        "NotStarted",
+        "Started",
+        "Failed",
+        "Successful"
+      ]
     },
     "public.role": {
       "name": "role",
       "schema": "public",
-      "values": ["User", "TeamLeader", "Admin", "SuperAdmin"]
+      "values": [
+        "User",
+        "TeamLeader",
+        "Admin",
+        "SuperAdmin"
+      ]
     }
   },
   "schemas": {},
@@ -772,4 +1199,4 @@
     "schemas": {},
     "tables": {}
   }
-}
+}
\ No newline at end of file
diff --git a/server/migrations/meta/0002_snapshot.json b/server/migrations/meta/0002_snapshot.json
deleted file mode 100644
index e3925c26..00000000
--- a/server/migrations/meta/0002_snapshot.json
+++ /dev/null
@@ -1,782 +0,0 @@
-{
-  "id": "6a8e7bfb-26b1-4223-b604-4762c18304b0",
-  "prevId": "c808dec5-0cbd-47fd-9ffa-9f9a964262af",
-  "version": "7",
-  "dialect": "postgresql",
-  "tables": {
-    "public.connectors": {
-      "name": "connectors",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "connector_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "credentials": {
-          "name": "credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "subject": {
-          "name": "subject",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_credentials": {
-          "name": "oauth_credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "status": {
-          "name": "status",
-          "type": "status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'connecting'"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "connectors_workspace_id_workspaces_id_fk": {
-          "name": "connectors_workspace_id_workspaces_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "connectors_user_id_users_id_fk": {
-          "name": "connectors_user_id_users_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "connectors_external_id_unique": {
-          "name": "connectors_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        },
-        "connectors_workspace_id_user_id_app_type_auth_type_unique": {
-          "name": "connectors_workspace_id_user_id_app_type_auth_type_unique",
-          "nullsNotDistinct": false,
-          "columns": ["workspace_id", "user_id", "app_type", "auth_type"]
-        }
-      }
-    },
-    "public.oauth_providers": {
-      "name": "oauth_providers",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "container_id": {
-          "name": "container_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "client_id": {
-          "name": "client_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "client_secret": {
-          "name": "client_secret",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_scopes": {
-          "name": "oauth_scopes",
-          "type": "text[]",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "ARRAY[]::text[]"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "oauth_providers_workspace_id_workspaces_id_fk": {
-          "name": "oauth_providers_workspace_id_workspaces_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_user_id_users_id_fk": {
-          "name": "oauth_providers_user_id_users_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_container_id_connectors_id_fk": {
-          "name": "oauth_providers_container_id_connectors_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "connectors",
-          "columnsFrom": ["container_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "oauth_providers_external_id_unique": {
-          "name": "oauth_providers_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_history": {
-      "name": "sync_history",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "data_added": {
-          "name": "data_added",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_updated": {
-          "name": "data_updated",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_deleted": {
-          "name": "data_deleted",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "summary": {
-          "name": "summary",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "error_message": {
-          "name": "error_message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "''"
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_history_workspace_id_workspaces_id_fk": {
-          "name": "sync_history_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_history",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_history_external_id_unique": {
-          "name": "sync_history_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_jobs": {
-      "name": "sync_jobs",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "connector_id": {
-          "name": "connector_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'NotStarted'"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_jobs_workspace_id_workspaces_id_fk": {
-          "name": "sync_jobs_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "sync_jobs_connector_id_connectors_id_fk": {
-          "name": "sync_jobs_connector_id_connectors_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "connectors",
-          "columnsFrom": ["connector_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_jobs_external_id_unique": {
-          "name": "sync_jobs_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.users": {
-      "name": "users",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'1970-01-01T00:00:00Z'"
-        },
-        "last_login": {
-          "name": "last_login",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "role": {
-          "name": "role",
-          "type": "role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'User'"
-        }
-      },
-      "indexes": {
-        "email_unique_index": {
-          "name": "email_unique_index",
-          "columns": [
-            {
-              "expression": "LOWER(\"email\")",
-              "asc": true,
-              "isExpression": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": true,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "users_workspace_id_workspaces_id_fk": {
-          "name": "users_workspace_id_workspaces_id_fk",
-          "tableFrom": "users",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "users_external_id_unique": {
-          "name": "users_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.workspaces": {
-      "name": "workspaces",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "domain": {
-          "name": "domain",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_by": {
-          "name": "created_by",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'1970-01-01T00:00:00Z'"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {},
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "workspaces_domain_unique": {
-          "name": "workspaces_domain_unique",
-          "nullsNotDistinct": false,
-          "columns": ["domain"]
-        },
-        "workspaces_created_by_unique": {
-          "name": "workspaces_created_by_unique",
-          "nullsNotDistinct": false,
-          "columns": ["created_by"]
-        },
-        "workspaces_external_id_unique": {
-          "name": "workspaces_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    }
-  },
-  "enums": {
-    "public.app_type": {
-      "name": "app_type",
-      "schema": "public",
-      "values": ["google-workspace", "google-drive"]
-    },
-    "public.auth_type": {
-      "name": "auth_type",
-      "schema": "public",
-      "values": ["oauth", "service_account", "custom", "api_key"]
-    },
-    "public.connector_type": {
-      "name": "connector_type",
-      "schema": "public",
-      "values": ["SaaS", "Database", "Api", "File", "Website"]
-    },
-    "public.status": {
-      "name": "status",
-      "schema": "public",
-      "values": ["connected", "connecting", "failed", "not-connected"]
-    },
-    "public.type": {
-      "name": "type",
-      "schema": "public",
-      "values": ["ChangeToken", "Partial", "FullSync"]
-    },
-    "public.sync_status": {
-      "name": "sync_status",
-      "schema": "public",
-      "values": ["NotStarted", "Started", "Failed", "Successful"]
-    },
-    "public.role": {
-      "name": "role",
-      "schema": "public",
-      "values": ["User", "TeamLeader", "Admin", "SuperAdmin"]
-    }
-  },
-  "schemas": {},
-  "sequences": {},
-  "_meta": {
-    "columns": {},
-    "schemas": {},
-    "tables": {}
-  }
-}
diff --git a/server/migrations/meta/0003_snapshot.json b/server/migrations/meta/0003_snapshot.json
deleted file mode 100644
index e812ff23..00000000
--- a/server/migrations/meta/0003_snapshot.json
+++ /dev/null
@@ -1,789 +0,0 @@
-{
-  "id": "389f9c47-5803-47dc-975e-01ac33cedf2e",
-  "prevId": "6a8e7bfb-26b1-4223-b604-4762c18304b0",
-  "version": "7",
-  "dialect": "postgresql",
-  "tables": {
-    "public.connectors": {
-      "name": "connectors",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "connector_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "credentials": {
-          "name": "credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "subject": {
-          "name": "subject",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_credentials": {
-          "name": "oauth_credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "status": {
-          "name": "status",
-          "type": "status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'connecting'"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "connectors_workspace_id_workspaces_id_fk": {
-          "name": "connectors_workspace_id_workspaces_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "connectors_user_id_users_id_fk": {
-          "name": "connectors_user_id_users_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "connectors_external_id_unique": {
-          "name": "connectors_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        },
-        "connectors_workspace_id_user_id_app_type_auth_type_unique": {
-          "name": "connectors_workspace_id_user_id_app_type_auth_type_unique",
-          "nullsNotDistinct": false,
-          "columns": ["workspace_id", "user_id", "app_type", "auth_type"]
-        }
-      }
-    },
-    "public.oauth_providers": {
-      "name": "oauth_providers",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "container_id": {
-          "name": "container_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "client_id": {
-          "name": "client_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "client_secret": {
-          "name": "client_secret",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_scopes": {
-          "name": "oauth_scopes",
-          "type": "text[]",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "ARRAY[]::text[]"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "oauth_providers_workspace_id_workspaces_id_fk": {
-          "name": "oauth_providers_workspace_id_workspaces_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_user_id_users_id_fk": {
-          "name": "oauth_providers_user_id_users_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_container_id_connectors_id_fk": {
-          "name": "oauth_providers_container_id_connectors_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "connectors",
-          "columnsFrom": ["container_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "oauth_providers_external_id_unique": {
-          "name": "oauth_providers_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_history": {
-      "name": "sync_history",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "data_added": {
-          "name": "data_added",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_updated": {
-          "name": "data_updated",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_deleted": {
-          "name": "data_deleted",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "summary": {
-          "name": "summary",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "error_message": {
-          "name": "error_message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "''"
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_history_workspace_id_workspaces_id_fk": {
-          "name": "sync_history_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_history",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_history_external_id_unique": {
-          "name": "sync_history_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_jobs": {
-      "name": "sync_jobs",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "connector_id": {
-          "name": "connector_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'NotStarted'"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_jobs_workspace_id_workspaces_id_fk": {
-          "name": "sync_jobs_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "sync_jobs_connector_id_connectors_id_fk": {
-          "name": "sync_jobs_connector_id_connectors_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "connectors",
-          "columnsFrom": ["connector_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_jobs_external_id_unique": {
-          "name": "sync_jobs_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.users": {
-      "name": "users",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'1970-01-01T00:00:00Z'"
-        },
-        "last_login": {
-          "name": "last_login",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "role": {
-          "name": "role",
-          "type": "role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'User'"
-        }
-      },
-      "indexes": {
-        "email_unique_index": {
-          "name": "email_unique_index",
-          "columns": [
-            {
-              "expression": "LOWER(\"email\")",
-              "asc": true,
-              "isExpression": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": true,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "users_workspace_id_workspaces_id_fk": {
-          "name": "users_workspace_id_workspaces_id_fk",
-          "tableFrom": "users",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "users_external_id_unique": {
-          "name": "users_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.workspaces": {
-      "name": "workspaces",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "domain": {
-          "name": "domain",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_by": {
-          "name": "created_by",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'1970-01-01T00:00:00Z'"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {},
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "workspaces_domain_unique": {
-          "name": "workspaces_domain_unique",
-          "nullsNotDistinct": false,
-          "columns": ["domain"]
-        },
-        "workspaces_created_by_unique": {
-          "name": "workspaces_created_by_unique",
-          "nullsNotDistinct": false,
-          "columns": ["created_by"]
-        },
-        "workspaces_external_id_unique": {
-          "name": "workspaces_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    }
-  },
-  "enums": {
-    "public.app_type": {
-      "name": "app_type",
-      "schema": "public",
-      "values": ["google-workspace", "google-drive"]
-    },
-    "public.auth_type": {
-      "name": "auth_type",
-      "schema": "public",
-      "values": ["oauth", "service_account", "custom", "api_key"]
-    },
-    "public.connector_type": {
-      "name": "connector_type",
-      "schema": "public",
-      "values": ["SaaS", "Database", "Api", "File", "Website"]
-    },
-    "public.status": {
-      "name": "status",
-      "schema": "public",
-      "values": ["connected", "connecting", "failed", "not-connected"]
-    },
-    "public.type": {
-      "name": "type",
-      "schema": "public",
-      "values": ["ChangeToken", "Partial", "FullSync"]
-    },
-    "public.sync_status": {
-      "name": "sync_status",
-      "schema": "public",
-      "values": ["NotStarted", "Started", "Failed", "Successful"]
-    },
-    "public.role": {
-      "name": "role",
-      "schema": "public",
-      "values": ["User", "TeamLeader", "Admin", "SuperAdmin"]
-    }
-  },
-  "schemas": {},
-  "sequences": {},
-  "_meta": {
-    "columns": {},
-    "schemas": {},
-    "tables": {}
-  }
-}
diff --git a/server/migrations/meta/0004_snapshot.json b/server/migrations/meta/0004_snapshot.json
deleted file mode 100644
index f0f6ebfd..00000000
--- a/server/migrations/meta/0004_snapshot.json
+++ /dev/null
@@ -1,789 +0,0 @@
-{
-  "id": "a4d9985e-2bcc-416a-967a-32ea7457e1ca",
-  "prevId": "389f9c47-5803-47dc-975e-01ac33cedf2e",
-  "version": "7",
-  "dialect": "postgresql",
-  "tables": {
-    "public.connectors": {
-      "name": "connectors",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "connector_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "credentials": {
-          "name": "credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "subject": {
-          "name": "subject",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_credentials": {
-          "name": "oauth_credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "status": {
-          "name": "status",
-          "type": "status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'connecting'"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "connectors_workspace_id_workspaces_id_fk": {
-          "name": "connectors_workspace_id_workspaces_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "connectors_user_id_users_id_fk": {
-          "name": "connectors_user_id_users_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "connectors_external_id_unique": {
-          "name": "connectors_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        },
-        "connectors_workspace_id_user_id_app_type_auth_type_unique": {
-          "name": "connectors_workspace_id_user_id_app_type_auth_type_unique",
-          "nullsNotDistinct": false,
-          "columns": ["workspace_id", "user_id", "app_type", "auth_type"]
-        }
-      }
-    },
-    "public.oauth_providers": {
-      "name": "oauth_providers",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "container_id": {
-          "name": "container_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "client_id": {
-          "name": "client_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "client_secret": {
-          "name": "client_secret",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_scopes": {
-          "name": "oauth_scopes",
-          "type": "text[]",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "ARRAY[]::text[]"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "oauth_providers_workspace_id_workspaces_id_fk": {
-          "name": "oauth_providers_workspace_id_workspaces_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_user_id_users_id_fk": {
-          "name": "oauth_providers_user_id_users_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_container_id_connectors_id_fk": {
-          "name": "oauth_providers_container_id_connectors_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "connectors",
-          "columnsFrom": ["container_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "oauth_providers_external_id_unique": {
-          "name": "oauth_providers_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_history": {
-      "name": "sync_history",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "data_added": {
-          "name": "data_added",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_updated": {
-          "name": "data_updated",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_deleted": {
-          "name": "data_deleted",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "summary": {
-          "name": "summary",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "error_message": {
-          "name": "error_message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "''"
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_history_workspace_id_workspaces_id_fk": {
-          "name": "sync_history_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_history",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_history_external_id_unique": {
-          "name": "sync_history_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_jobs": {
-      "name": "sync_jobs",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "connector_id": {
-          "name": "connector_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'NotStarted'"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_jobs_workspace_id_workspaces_id_fk": {
-          "name": "sync_jobs_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "sync_jobs_connector_id_connectors_id_fk": {
-          "name": "sync_jobs_connector_id_connectors_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "connectors",
-          "columnsFrom": ["connector_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_jobs_external_id_unique": {
-          "name": "sync_jobs_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.users": {
-      "name": "users",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'1970-01-01T00:00:00Z'"
-        },
-        "last_login": {
-          "name": "last_login",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "role": {
-          "name": "role",
-          "type": "role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'User'"
-        }
-      },
-      "indexes": {
-        "email_unique_index": {
-          "name": "email_unique_index",
-          "columns": [
-            {
-              "expression": "LOWER(\"email\")",
-              "asc": true,
-              "isExpression": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": true,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "users_workspace_id_workspaces_id_fk": {
-          "name": "users_workspace_id_workspaces_id_fk",
-          "tableFrom": "users",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "users_external_id_unique": {
-          "name": "users_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.workspaces": {
-      "name": "workspaces",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "domain": {
-          "name": "domain",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_by": {
-          "name": "created_by",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'1970-01-01T00:00:00Z'"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {},
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "workspaces_domain_unique": {
-          "name": "workspaces_domain_unique",
-          "nullsNotDistinct": false,
-          "columns": ["domain"]
-        },
-        "workspaces_created_by_unique": {
-          "name": "workspaces_created_by_unique",
-          "nullsNotDistinct": false,
-          "columns": ["created_by"]
-        },
-        "workspaces_external_id_unique": {
-          "name": "workspaces_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    }
-  },
-  "enums": {
-    "public.app_type": {
-      "name": "app_type",
-      "schema": "public",
-      "values": ["google-workspace", "google-drive", "notion"]
-    },
-    "public.auth_type": {
-      "name": "auth_type",
-      "schema": "public",
-      "values": ["oauth", "service_account", "custom", "api_key"]
-    },
-    "public.connector_type": {
-      "name": "connector_type",
-      "schema": "public",
-      "values": ["SaaS", "Database", "Api", "File", "Website"]
-    },
-    "public.status": {
-      "name": "status",
-      "schema": "public",
-      "values": ["connected", "connecting", "failed", "not-connected"]
-    },
-    "public.type": {
-      "name": "type",
-      "schema": "public",
-      "values": ["ChangeToken", "Partial", "FullSync"]
-    },
-    "public.sync_status": {
-      "name": "sync_status",
-      "schema": "public",
-      "values": ["NotStarted", "Started", "Failed", "Successful"]
-    },
-    "public.role": {
-      "name": "role",
-      "schema": "public",
-      "values": ["User", "TeamLeader", "Admin", "SuperAdmin"]
-    }
-  },
-  "schemas": {},
-  "sequences": {},
-  "_meta": {
-    "columns": {},
-    "schemas": {},
-    "tables": {}
-  }
-}
diff --git a/server/migrations/meta/0005_snapshot.json b/server/migrations/meta/0005_snapshot.json
deleted file mode 100644
index b5bda7b1..00000000
--- a/server/migrations/meta/0005_snapshot.json
+++ /dev/null
@@ -1,789 +0,0 @@
-{
-  "id": "a34cf694-9b6e-432a-b7aa-e43d1225d046",
-  "prevId": "a4d9985e-2bcc-416a-967a-32ea7457e1ca",
-  "version": "7",
-  "dialect": "postgresql",
-  "tables": {
-    "public.connectors": {
-      "name": "connectors",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "connector_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "credentials": {
-          "name": "credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "subject": {
-          "name": "subject",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_credentials": {
-          "name": "oauth_credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "status": {
-          "name": "status",
-          "type": "status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'connecting'"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "connectors_workspace_id_workspaces_id_fk": {
-          "name": "connectors_workspace_id_workspaces_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "connectors_user_id_users_id_fk": {
-          "name": "connectors_user_id_users_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "connectors_external_id_unique": {
-          "name": "connectors_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        },
-        "connectors_workspace_id_user_id_app_type_auth_type_unique": {
-          "name": "connectors_workspace_id_user_id_app_type_auth_type_unique",
-          "nullsNotDistinct": false,
-          "columns": ["workspace_id", "user_id", "app_type", "auth_type"]
-        }
-      }
-    },
-    "public.oauth_providers": {
-      "name": "oauth_providers",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "container_id": {
-          "name": "container_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "client_id": {
-          "name": "client_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "client_secret": {
-          "name": "client_secret",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_scopes": {
-          "name": "oauth_scopes",
-          "type": "text[]",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "ARRAY[]::text[]"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "oauth_providers_workspace_id_workspaces_id_fk": {
-          "name": "oauth_providers_workspace_id_workspaces_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_user_id_users_id_fk": {
-          "name": "oauth_providers_user_id_users_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_container_id_connectors_id_fk": {
-          "name": "oauth_providers_container_id_connectors_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "connectors",
-          "columnsFrom": ["container_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "oauth_providers_external_id_unique": {
-          "name": "oauth_providers_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_history": {
-      "name": "sync_history",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "data_added": {
-          "name": "data_added",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_updated": {
-          "name": "data_updated",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_deleted": {
-          "name": "data_deleted",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "summary": {
-          "name": "summary",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "error_message": {
-          "name": "error_message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "''"
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_history_workspace_id_workspaces_id_fk": {
-          "name": "sync_history_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_history",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_history_external_id_unique": {
-          "name": "sync_history_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_jobs": {
-      "name": "sync_jobs",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "connector_id": {
-          "name": "connector_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'NotStarted'"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_jobs_workspace_id_workspaces_id_fk": {
-          "name": "sync_jobs_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "sync_jobs_connector_id_connectors_id_fk": {
-          "name": "sync_jobs_connector_id_connectors_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "connectors",
-          "columnsFrom": ["connector_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_jobs_external_id_unique": {
-          "name": "sync_jobs_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.users": {
-      "name": "users",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'1970-01-01T00:00:00Z'"
-        },
-        "last_login": {
-          "name": "last_login",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "role": {
-          "name": "role",
-          "type": "role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'User'"
-        }
-      },
-      "indexes": {
-        "email_unique_index": {
-          "name": "email_unique_index",
-          "columns": [
-            {
-              "expression": "LOWER(\"email\")",
-              "asc": true,
-              "isExpression": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": true,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "users_workspace_id_workspaces_id_fk": {
-          "name": "users_workspace_id_workspaces_id_fk",
-          "tableFrom": "users",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "users_external_id_unique": {
-          "name": "users_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.workspaces": {
-      "name": "workspaces",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "domain": {
-          "name": "domain",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_by": {
-          "name": "created_by",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'1970-01-01T00:00:00Z'"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {},
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "workspaces_domain_unique": {
-          "name": "workspaces_domain_unique",
-          "nullsNotDistinct": false,
-          "columns": ["domain"]
-        },
-        "workspaces_created_by_unique": {
-          "name": "workspaces_created_by_unique",
-          "nullsNotDistinct": false,
-          "columns": ["created_by"]
-        },
-        "workspaces_external_id_unique": {
-          "name": "workspaces_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    }
-  },
-  "enums": {
-    "public.app_type": {
-      "name": "app_type",
-      "schema": "public",
-      "values": ["google-workspace", "google-drive", "gmail", "notion"]
-    },
-    "public.auth_type": {
-      "name": "auth_type",
-      "schema": "public",
-      "values": ["oauth", "service_account", "custom", "api_key"]
-    },
-    "public.connector_type": {
-      "name": "connector_type",
-      "schema": "public",
-      "values": ["SaaS", "Database", "Api", "File", "Website"]
-    },
-    "public.status": {
-      "name": "status",
-      "schema": "public",
-      "values": ["connected", "connecting", "failed", "not-connected"]
-    },
-    "public.type": {
-      "name": "type",
-      "schema": "public",
-      "values": ["ChangeToken", "Partial", "FullSync"]
-    },
-    "public.sync_status": {
-      "name": "sync_status",
-      "schema": "public",
-      "values": ["NotStarted", "Started", "Failed", "Successful"]
-    },
-    "public.role": {
-      "name": "role",
-      "schema": "public",
-      "values": ["User", "TeamLeader", "Admin", "SuperAdmin"]
-    }
-  },
-  "schemas": {},
-  "sequences": {},
-  "_meta": {
-    "columns": {},
-    "schemas": {},
-    "tables": {}
-  }
-}
diff --git a/server/migrations/meta/0006_snapshot.json b/server/migrations/meta/0006_snapshot.json
deleted file mode 100644
index b1101a52..00000000
--- a/server/migrations/meta/0006_snapshot.json
+++ /dev/null
@@ -1,795 +0,0 @@
-{
-  "id": "9c04ffae-c2c5-43fe-a3e8-19b04ec49a3c",
-  "prevId": "a34cf694-9b6e-432a-b7aa-e43d1225d046",
-  "version": "7",
-  "dialect": "postgresql",
-  "tables": {
-    "public.connectors": {
-      "name": "connectors",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "connector_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "credentials": {
-          "name": "credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "subject": {
-          "name": "subject",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_credentials": {
-          "name": "oauth_credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "status": {
-          "name": "status",
-          "type": "status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'connecting'"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "connectors_workspace_id_workspaces_id_fk": {
-          "name": "connectors_workspace_id_workspaces_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "connectors_user_id_users_id_fk": {
-          "name": "connectors_user_id_users_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "connectors_external_id_unique": {
-          "name": "connectors_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        },
-        "connectors_workspace_id_user_id_app_type_auth_type_unique": {
-          "name": "connectors_workspace_id_user_id_app_type_auth_type_unique",
-          "nullsNotDistinct": false,
-          "columns": ["workspace_id", "user_id", "app_type", "auth_type"]
-        }
-      }
-    },
-    "public.oauth_providers": {
-      "name": "oauth_providers",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "container_id": {
-          "name": "container_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "client_id": {
-          "name": "client_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "client_secret": {
-          "name": "client_secret",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_scopes": {
-          "name": "oauth_scopes",
-          "type": "text[]",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "ARRAY[]::text[]"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "oauth_providers_workspace_id_workspaces_id_fk": {
-          "name": "oauth_providers_workspace_id_workspaces_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_user_id_users_id_fk": {
-          "name": "oauth_providers_user_id_users_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_container_id_connectors_id_fk": {
-          "name": "oauth_providers_container_id_connectors_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "connectors",
-          "columnsFrom": ["container_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "oauth_providers_external_id_unique": {
-          "name": "oauth_providers_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_history": {
-      "name": "sync_history",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "data_added": {
-          "name": "data_added",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_updated": {
-          "name": "data_updated",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_deleted": {
-          "name": "data_deleted",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "summary": {
-          "name": "summary",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "error_message": {
-          "name": "error_message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "''"
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_history_workspace_id_workspaces_id_fk": {
-          "name": "sync_history_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_history",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_history_external_id_unique": {
-          "name": "sync_history_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_jobs": {
-      "name": "sync_jobs",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "connector_id": {
-          "name": "connector_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'NotStarted'"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_jobs_workspace_id_workspaces_id_fk": {
-          "name": "sync_jobs_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "sync_jobs_connector_id_connectors_id_fk": {
-          "name": "sync_jobs_connector_id_connectors_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "connectors",
-          "columnsFrom": ["connector_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_jobs_external_id_unique": {
-          "name": "sync_jobs_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.users": {
-      "name": "users",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'1970-01-01T00:00:00Z'"
-        },
-        "last_login": {
-          "name": "last_login",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "role": {
-          "name": "role",
-          "type": "role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'User'"
-        }
-      },
-      "indexes": {
-        "email_unique_index": {
-          "name": "email_unique_index",
-          "columns": [
-            {
-              "expression": "LOWER(\"email\")",
-              "asc": true,
-              "isExpression": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": true,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "users_workspace_id_workspaces_id_fk": {
-          "name": "users_workspace_id_workspaces_id_fk",
-          "tableFrom": "users",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "users_external_id_unique": {
-          "name": "users_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.workspaces": {
-      "name": "workspaces",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "domain": {
-          "name": "domain",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_by": {
-          "name": "created_by",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'1970-01-01T00:00:00Z'"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {},
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "workspaces_domain_unique": {
-          "name": "workspaces_domain_unique",
-          "nullsNotDistinct": false,
-          "columns": ["domain"]
-        },
-        "workspaces_created_by_unique": {
-          "name": "workspaces_created_by_unique",
-          "nullsNotDistinct": false,
-          "columns": ["created_by"]
-        },
-        "workspaces_external_id_unique": {
-          "name": "workspaces_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    }
-  },
-  "enums": {
-    "public.app_type": {
-      "name": "app_type",
-      "schema": "public",
-      "values": ["google-workspace", "google-drive", "gmail", "notion"]
-    },
-    "public.auth_type": {
-      "name": "auth_type",
-      "schema": "public",
-      "values": ["oauth", "service_account", "custom", "api_key"]
-    },
-    "public.connector_type": {
-      "name": "connector_type",
-      "schema": "public",
-      "values": ["SaaS", "Database", "Api", "File", "Website"]
-    },
-    "public.status": {
-      "name": "status",
-      "schema": "public",
-      "values": ["connected", "connecting", "failed", "not-connected"]
-    },
-    "public.type": {
-      "name": "type",
-      "schema": "public",
-      "values": ["ChangeToken", "Partial", "FullSync"]
-    },
-    "public.sync_status": {
-      "name": "sync_status",
-      "schema": "public",
-      "values": ["NotStarted", "Started", "Failed", "Successful"]
-    },
-    "public.role": {
-      "name": "role",
-      "schema": "public",
-      "values": ["User", "TeamLeader", "Admin", "SuperAdmin"]
-    }
-  },
-  "schemas": {},
-  "sequences": {},
-  "_meta": {
-    "columns": {},
-    "schemas": {},
-    "tables": {}
-  }
-}
diff --git a/server/migrations/meta/0007_snapshot.json b/server/migrations/meta/0007_snapshot.json
deleted file mode 100644
index a639a9ea..00000000
--- a/server/migrations/meta/0007_snapshot.json
+++ /dev/null
@@ -1,1062 +0,0 @@
-{
-  "id": "9c3d117b-b791-4768-9632-36be1a7016c2",
-  "prevId": "9c04ffae-c2c5-43fe-a3e8-19b04ec49a3c",
-  "version": "7",
-  "dialect": "postgresql",
-  "tables": {
-    "public.chats": {
-      "name": "chats",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "is_bookmarked": {
-          "name": "is_bookmarked",
-          "type": "boolean",
-          "primaryKey": false,
-          "notNull": true,
-          "default": false
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "title": {
-          "name": "title",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {
-        "is_bookmarked_index": {
-          "name": "is_bookmarked_index",
-          "columns": [
-            {
-              "expression": "is_bookmarked",
-              "isExpression": false,
-              "asc": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": true,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "chats_workspace_id_workspaces_id_fk": {
-          "name": "chats_workspace_id_workspaces_id_fk",
-          "tableFrom": "chats",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "chats_user_id_users_id_fk": {
-          "name": "chats_user_id_users_id_fk",
-          "tableFrom": "chats",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "chats_external_id_unique": {
-          "name": "chats_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.connectors": {
-      "name": "connectors",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "connector_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "credentials": {
-          "name": "credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "subject": {
-          "name": "subject",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_credentials": {
-          "name": "oauth_credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "status": {
-          "name": "status",
-          "type": "status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'connecting'"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "connectors_workspace_id_workspaces_id_fk": {
-          "name": "connectors_workspace_id_workspaces_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "connectors_user_id_users_id_fk": {
-          "name": "connectors_user_id_users_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "connectors_external_id_unique": {
-          "name": "connectors_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        },
-        "connectors_workspace_id_user_id_app_type_auth_type_unique": {
-          "name": "connectors_workspace_id_user_id_app_type_auth_type_unique",
-          "nullsNotDistinct": false,
-          "columns": ["workspace_id", "user_id", "app_type", "auth_type"]
-        }
-      }
-    },
-    "public.messages": {
-      "name": "messages",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "chat_id": {
-          "name": "chat_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "chat_external_id": {
-          "name": "chat_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "message": {
-          "name": "message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "message_role": {
-          "name": "message_role",
-          "type": "message_role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "modelId": {
-          "name": "modelId",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "sources": {
-          "name": "sources",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {
-        "chat_id_index": {
-          "name": "chat_id_index",
-          "columns": [
-            {
-              "expression": "chat_id",
-              "isExpression": false,
-              "asc": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": false,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "messages_chat_id_chats_id_fk": {
-          "name": "messages_chat_id_chats_id_fk",
-          "tableFrom": "messages",
-          "tableTo": "chats",
-          "columnsFrom": ["chat_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "messages_user_id_users_id_fk": {
-          "name": "messages_user_id_users_id_fk",
-          "tableFrom": "messages",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "messages_external_id_unique": {
-          "name": "messages_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        },
-        "messages_chat_external_id_unique": {
-          "name": "messages_chat_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["chat_external_id"]
-        }
-      }
-    },
-    "public.oauth_providers": {
-      "name": "oauth_providers",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "container_id": {
-          "name": "container_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "client_id": {
-          "name": "client_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "client_secret": {
-          "name": "client_secret",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_scopes": {
-          "name": "oauth_scopes",
-          "type": "text[]",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "ARRAY[]::text[]"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "oauth_providers_workspace_id_workspaces_id_fk": {
-          "name": "oauth_providers_workspace_id_workspaces_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_user_id_users_id_fk": {
-          "name": "oauth_providers_user_id_users_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_container_id_connectors_id_fk": {
-          "name": "oauth_providers_container_id_connectors_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "connectors",
-          "columnsFrom": ["container_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "oauth_providers_external_id_unique": {
-          "name": "oauth_providers_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_history": {
-      "name": "sync_history",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "data_added": {
-          "name": "data_added",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_updated": {
-          "name": "data_updated",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_deleted": {
-          "name": "data_deleted",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "summary": {
-          "name": "summary",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "error_message": {
-          "name": "error_message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "''"
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_history_workspace_id_workspaces_id_fk": {
-          "name": "sync_history_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_history",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_history_external_id_unique": {
-          "name": "sync_history_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_jobs": {
-      "name": "sync_jobs",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "connector_id": {
-          "name": "connector_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'NotStarted'"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_jobs_workspace_id_workspaces_id_fk": {
-          "name": "sync_jobs_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "sync_jobs_connector_id_connectors_id_fk": {
-          "name": "sync_jobs_connector_id_connectors_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "connectors",
-          "columnsFrom": ["connector_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_jobs_external_id_unique": {
-          "name": "sync_jobs_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.users": {
-      "name": "users",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'1970-01-01T00:00:00Z'"
-        },
-        "last_login": {
-          "name": "last_login",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "role": {
-          "name": "role",
-          "type": "role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'User'"
-        }
-      },
-      "indexes": {
-        "email_unique_index": {
-          "name": "email_unique_index",
-          "columns": [
-            {
-              "expression": "LOWER(\"email\")",
-              "asc": true,
-              "isExpression": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": true,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "users_workspace_id_workspaces_id_fk": {
-          "name": "users_workspace_id_workspaces_id_fk",
-          "tableFrom": "users",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "users_external_id_unique": {
-          "name": "users_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.workspaces": {
-      "name": "workspaces",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "domain": {
-          "name": "domain",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_by": {
-          "name": "created_by",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {},
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "workspaces_domain_unique": {
-          "name": "workspaces_domain_unique",
-          "nullsNotDistinct": false,
-          "columns": ["domain"]
-        },
-        "workspaces_created_by_unique": {
-          "name": "workspaces_created_by_unique",
-          "nullsNotDistinct": false,
-          "columns": ["created_by"]
-        },
-        "workspaces_external_id_unique": {
-          "name": "workspaces_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    }
-  },
-  "enums": {
-    "public.app_type": {
-      "name": "app_type",
-      "schema": "public",
-      "values": ["google-workspace", "google-drive", "gmail", "notion"]
-    },
-    "public.auth_type": {
-      "name": "auth_type",
-      "schema": "public",
-      "values": ["oauth", "service_account", "custom", "api_key"]
-    },
-    "public.connector_type": {
-      "name": "connector_type",
-      "schema": "public",
-      "values": ["SaaS", "Database", "Api", "File", "Website"]
-    },
-    "public.message_role": {
-      "name": "message_role",
-      "schema": "public",
-      "values": ["system", "user", "assistant"]
-    },
-    "public.status": {
-      "name": "status",
-      "schema": "public",
-      "values": ["connected", "connecting", "failed", "not-connected"]
-    },
-    "public.type": {
-      "name": "type",
-      "schema": "public",
-      "values": ["ChangeToken", "Partial", "FullSync"]
-    },
-    "public.sync_status": {
-      "name": "sync_status",
-      "schema": "public",
-      "values": ["NotStarted", "Started", "Failed", "Successful"]
-    },
-    "public.role": {
-      "name": "role",
-      "schema": "public",
-      "values": ["User", "TeamLeader", "Admin", "SuperAdmin"]
-    }
-  },
-  "schemas": {},
-  "sequences": {},
-  "_meta": {
-    "columns": {},
-    "schemas": {},
-    "tables": {}
-  }
-}
diff --git a/server/migrations/meta/0008_snapshot.json b/server/migrations/meta/0008_snapshot.json
deleted file mode 100644
index 4c51764a..00000000
--- a/server/migrations/meta/0008_snapshot.json
+++ /dev/null
@@ -1,1062 +0,0 @@
-{
-  "id": "92598280-ab0f-4d9b-aaf4-9c7762510cad",
-  "prevId": "9c3d117b-b791-4768-9632-36be1a7016c2",
-  "version": "7",
-  "dialect": "postgresql",
-  "tables": {
-    "public.chats": {
-      "name": "chats",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "is_bookmarked": {
-          "name": "is_bookmarked",
-          "type": "boolean",
-          "primaryKey": false,
-          "notNull": true,
-          "default": false
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "title": {
-          "name": "title",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {
-        "is_bookmarked_index": {
-          "name": "is_bookmarked_index",
-          "columns": [
-            {
-              "expression": "is_bookmarked",
-              "isExpression": false,
-              "asc": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": false,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "chats_workspace_id_workspaces_id_fk": {
-          "name": "chats_workspace_id_workspaces_id_fk",
-          "tableFrom": "chats",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "chats_user_id_users_id_fk": {
-          "name": "chats_user_id_users_id_fk",
-          "tableFrom": "chats",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "chats_external_id_unique": {
-          "name": "chats_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.connectors": {
-      "name": "connectors",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "connector_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "credentials": {
-          "name": "credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "subject": {
-          "name": "subject",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_credentials": {
-          "name": "oauth_credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "status": {
-          "name": "status",
-          "type": "status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'connecting'"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "connectors_workspace_id_workspaces_id_fk": {
-          "name": "connectors_workspace_id_workspaces_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "connectors_user_id_users_id_fk": {
-          "name": "connectors_user_id_users_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "connectors_external_id_unique": {
-          "name": "connectors_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        },
-        "connectors_workspace_id_user_id_app_type_auth_type_unique": {
-          "name": "connectors_workspace_id_user_id_app_type_auth_type_unique",
-          "nullsNotDistinct": false,
-          "columns": ["workspace_id", "user_id", "app_type", "auth_type"]
-        }
-      }
-    },
-    "public.messages": {
-      "name": "messages",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "chat_id": {
-          "name": "chat_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "chat_external_id": {
-          "name": "chat_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "message": {
-          "name": "message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "message_role": {
-          "name": "message_role",
-          "type": "message_role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "modelId": {
-          "name": "modelId",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "sources": {
-          "name": "sources",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {
-        "chat_id_index": {
-          "name": "chat_id_index",
-          "columns": [
-            {
-              "expression": "chat_id",
-              "isExpression": false,
-              "asc": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": false,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "messages_chat_id_chats_id_fk": {
-          "name": "messages_chat_id_chats_id_fk",
-          "tableFrom": "messages",
-          "tableTo": "chats",
-          "columnsFrom": ["chat_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "messages_user_id_users_id_fk": {
-          "name": "messages_user_id_users_id_fk",
-          "tableFrom": "messages",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "messages_external_id_unique": {
-          "name": "messages_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        },
-        "messages_chat_external_id_unique": {
-          "name": "messages_chat_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["chat_external_id"]
-        }
-      }
-    },
-    "public.oauth_providers": {
-      "name": "oauth_providers",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "container_id": {
-          "name": "container_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "client_id": {
-          "name": "client_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "client_secret": {
-          "name": "client_secret",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_scopes": {
-          "name": "oauth_scopes",
-          "type": "text[]",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "ARRAY[]::text[]"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "oauth_providers_workspace_id_workspaces_id_fk": {
-          "name": "oauth_providers_workspace_id_workspaces_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_user_id_users_id_fk": {
-          "name": "oauth_providers_user_id_users_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_container_id_connectors_id_fk": {
-          "name": "oauth_providers_container_id_connectors_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "connectors",
-          "columnsFrom": ["container_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "oauth_providers_external_id_unique": {
-          "name": "oauth_providers_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_history": {
-      "name": "sync_history",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "data_added": {
-          "name": "data_added",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_updated": {
-          "name": "data_updated",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_deleted": {
-          "name": "data_deleted",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "summary": {
-          "name": "summary",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "error_message": {
-          "name": "error_message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "''"
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_history_workspace_id_workspaces_id_fk": {
-          "name": "sync_history_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_history",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_history_external_id_unique": {
-          "name": "sync_history_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_jobs": {
-      "name": "sync_jobs",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "connector_id": {
-          "name": "connector_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'NotStarted'"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_jobs_workspace_id_workspaces_id_fk": {
-          "name": "sync_jobs_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "sync_jobs_connector_id_connectors_id_fk": {
-          "name": "sync_jobs_connector_id_connectors_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "connectors",
-          "columnsFrom": ["connector_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_jobs_external_id_unique": {
-          "name": "sync_jobs_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.users": {
-      "name": "users",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'1970-01-01T00:00:00Z'"
-        },
-        "last_login": {
-          "name": "last_login",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "role": {
-          "name": "role",
-          "type": "role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'User'"
-        }
-      },
-      "indexes": {
-        "email_unique_index": {
-          "name": "email_unique_index",
-          "columns": [
-            {
-              "expression": "LOWER(\"email\")",
-              "asc": true,
-              "isExpression": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": true,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "users_workspace_id_workspaces_id_fk": {
-          "name": "users_workspace_id_workspaces_id_fk",
-          "tableFrom": "users",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "users_external_id_unique": {
-          "name": "users_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.workspaces": {
-      "name": "workspaces",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "domain": {
-          "name": "domain",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_by": {
-          "name": "created_by",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {},
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "workspaces_domain_unique": {
-          "name": "workspaces_domain_unique",
-          "nullsNotDistinct": false,
-          "columns": ["domain"]
-        },
-        "workspaces_created_by_unique": {
-          "name": "workspaces_created_by_unique",
-          "nullsNotDistinct": false,
-          "columns": ["created_by"]
-        },
-        "workspaces_external_id_unique": {
-          "name": "workspaces_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    }
-  },
-  "enums": {
-    "public.app_type": {
-      "name": "app_type",
-      "schema": "public",
-      "values": ["google-workspace", "google-drive", "gmail", "notion"]
-    },
-    "public.auth_type": {
-      "name": "auth_type",
-      "schema": "public",
-      "values": ["oauth", "service_account", "custom", "api_key"]
-    },
-    "public.connector_type": {
-      "name": "connector_type",
-      "schema": "public",
-      "values": ["SaaS", "Database", "Api", "File", "Website"]
-    },
-    "public.message_role": {
-      "name": "message_role",
-      "schema": "public",
-      "values": ["system", "user", "assistant"]
-    },
-    "public.status": {
-      "name": "status",
-      "schema": "public",
-      "values": ["connected", "connecting", "failed", "not-connected"]
-    },
-    "public.type": {
-      "name": "type",
-      "schema": "public",
-      "values": ["ChangeToken", "Partial", "FullSync"]
-    },
-    "public.sync_status": {
-      "name": "sync_status",
-      "schema": "public",
-      "values": ["NotStarted", "Started", "Failed", "Successful"]
-    },
-    "public.role": {
-      "name": "role",
-      "schema": "public",
-      "values": ["User", "TeamLeader", "Admin", "SuperAdmin"]
-    }
-  },
-  "schemas": {},
-  "sequences": {},
-  "_meta": {
-    "columns": {},
-    "schemas": {},
-    "tables": {}
-  }
-}
diff --git a/server/migrations/meta/0009_snapshot.json b/server/migrations/meta/0009_snapshot.json
deleted file mode 100644
index 8f8f0716..00000000
--- a/server/migrations/meta/0009_snapshot.json
+++ /dev/null
@@ -1,1057 +0,0 @@
-{
-  "id": "b82072ef-535f-481c-b1c4-88845c9f0341",
-  "prevId": "92598280-ab0f-4d9b-aaf4-9c7762510cad",
-  "version": "7",
-  "dialect": "postgresql",
-  "tables": {
-    "public.chats": {
-      "name": "chats",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "is_bookmarked": {
-          "name": "is_bookmarked",
-          "type": "boolean",
-          "primaryKey": false,
-          "notNull": true,
-          "default": false
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "title": {
-          "name": "title",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {
-        "is_bookmarked_index": {
-          "name": "is_bookmarked_index",
-          "columns": [
-            {
-              "expression": "is_bookmarked",
-              "isExpression": false,
-              "asc": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": false,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "chats_workspace_id_workspaces_id_fk": {
-          "name": "chats_workspace_id_workspaces_id_fk",
-          "tableFrom": "chats",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "chats_user_id_users_id_fk": {
-          "name": "chats_user_id_users_id_fk",
-          "tableFrom": "chats",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "chats_external_id_unique": {
-          "name": "chats_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.connectors": {
-      "name": "connectors",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "connector_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "credentials": {
-          "name": "credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "subject": {
-          "name": "subject",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_credentials": {
-          "name": "oauth_credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "status": {
-          "name": "status",
-          "type": "status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'connecting'"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "connectors_workspace_id_workspaces_id_fk": {
-          "name": "connectors_workspace_id_workspaces_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "connectors_user_id_users_id_fk": {
-          "name": "connectors_user_id_users_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "connectors_external_id_unique": {
-          "name": "connectors_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        },
-        "connectors_workspace_id_user_id_app_type_auth_type_unique": {
-          "name": "connectors_workspace_id_user_id_app_type_auth_type_unique",
-          "nullsNotDistinct": false,
-          "columns": ["workspace_id", "user_id", "app_type", "auth_type"]
-        }
-      }
-    },
-    "public.messages": {
-      "name": "messages",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "chat_id": {
-          "name": "chat_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "chat_external_id": {
-          "name": "chat_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "message": {
-          "name": "message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "message_role": {
-          "name": "message_role",
-          "type": "message_role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "modelId": {
-          "name": "modelId",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "sources": {
-          "name": "sources",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {
-        "chat_id_index": {
-          "name": "chat_id_index",
-          "columns": [
-            {
-              "expression": "chat_id",
-              "isExpression": false,
-              "asc": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": false,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "messages_chat_id_chats_id_fk": {
-          "name": "messages_chat_id_chats_id_fk",
-          "tableFrom": "messages",
-          "tableTo": "chats",
-          "columnsFrom": ["chat_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "messages_user_id_users_id_fk": {
-          "name": "messages_user_id_users_id_fk",
-          "tableFrom": "messages",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "messages_external_id_unique": {
-          "name": "messages_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.oauth_providers": {
-      "name": "oauth_providers",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "container_id": {
-          "name": "container_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "client_id": {
-          "name": "client_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "client_secret": {
-          "name": "client_secret",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_scopes": {
-          "name": "oauth_scopes",
-          "type": "text[]",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "ARRAY[]::text[]"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "oauth_providers_workspace_id_workspaces_id_fk": {
-          "name": "oauth_providers_workspace_id_workspaces_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_user_id_users_id_fk": {
-          "name": "oauth_providers_user_id_users_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_container_id_connectors_id_fk": {
-          "name": "oauth_providers_container_id_connectors_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "connectors",
-          "columnsFrom": ["container_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "oauth_providers_external_id_unique": {
-          "name": "oauth_providers_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_history": {
-      "name": "sync_history",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "data_added": {
-          "name": "data_added",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_updated": {
-          "name": "data_updated",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_deleted": {
-          "name": "data_deleted",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "summary": {
-          "name": "summary",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "error_message": {
-          "name": "error_message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "''"
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_history_workspace_id_workspaces_id_fk": {
-          "name": "sync_history_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_history",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_history_external_id_unique": {
-          "name": "sync_history_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_jobs": {
-      "name": "sync_jobs",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "connector_id": {
-          "name": "connector_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'NotStarted'"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_jobs_workspace_id_workspaces_id_fk": {
-          "name": "sync_jobs_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "sync_jobs_connector_id_connectors_id_fk": {
-          "name": "sync_jobs_connector_id_connectors_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "connectors",
-          "columnsFrom": ["connector_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_jobs_external_id_unique": {
-          "name": "sync_jobs_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.users": {
-      "name": "users",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'1970-01-01T00:00:00Z'"
-        },
-        "last_login": {
-          "name": "last_login",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "role": {
-          "name": "role",
-          "type": "role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'User'"
-        }
-      },
-      "indexes": {
-        "email_unique_index": {
-          "name": "email_unique_index",
-          "columns": [
-            {
-              "expression": "LOWER(\"email\")",
-              "asc": true,
-              "isExpression": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": true,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "users_workspace_id_workspaces_id_fk": {
-          "name": "users_workspace_id_workspaces_id_fk",
-          "tableFrom": "users",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "users_external_id_unique": {
-          "name": "users_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.workspaces": {
-      "name": "workspaces",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "domain": {
-          "name": "domain",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_by": {
-          "name": "created_by",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {},
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "workspaces_domain_unique": {
-          "name": "workspaces_domain_unique",
-          "nullsNotDistinct": false,
-          "columns": ["domain"]
-        },
-        "workspaces_created_by_unique": {
-          "name": "workspaces_created_by_unique",
-          "nullsNotDistinct": false,
-          "columns": ["created_by"]
-        },
-        "workspaces_external_id_unique": {
-          "name": "workspaces_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    }
-  },
-  "enums": {
-    "public.app_type": {
-      "name": "app_type",
-      "schema": "public",
-      "values": ["google-workspace", "google-drive", "gmail", "notion"]
-    },
-    "public.auth_type": {
-      "name": "auth_type",
-      "schema": "public",
-      "values": ["oauth", "service_account", "custom", "api_key"]
-    },
-    "public.connector_type": {
-      "name": "connector_type",
-      "schema": "public",
-      "values": ["SaaS", "Database", "Api", "File", "Website"]
-    },
-    "public.message_role": {
-      "name": "message_role",
-      "schema": "public",
-      "values": ["system", "user", "assistant"]
-    },
-    "public.status": {
-      "name": "status",
-      "schema": "public",
-      "values": ["connected", "connecting", "failed", "not-connected"]
-    },
-    "public.type": {
-      "name": "type",
-      "schema": "public",
-      "values": ["ChangeToken", "Partial", "FullSync"]
-    },
-    "public.sync_status": {
-      "name": "sync_status",
-      "schema": "public",
-      "values": ["NotStarted", "Started", "Failed", "Successful"]
-    },
-    "public.role": {
-      "name": "role",
-      "schema": "public",
-      "values": ["User", "TeamLeader", "Admin", "SuperAdmin"]
-    }
-  },
-  "schemas": {},
-  "sequences": {},
-  "_meta": {
-    "columns": {},
-    "schemas": {},
-    "tables": {}
-  }
-}
diff --git a/server/migrations/meta/0010_snapshot.json b/server/migrations/meta/0010_snapshot.json
deleted file mode 100644
index c73632b5..00000000
--- a/server/migrations/meta/0010_snapshot.json
+++ /dev/null
@@ -1,1063 +0,0 @@
-{
-  "id": "b1a40aae-ced3-49fe-a225-4994078e99a2",
-  "prevId": "b82072ef-535f-481c-b1c4-88845c9f0341",
-  "version": "7",
-  "dialect": "postgresql",
-  "tables": {
-    "public.chats": {
-      "name": "chats",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "is_bookmarked": {
-          "name": "is_bookmarked",
-          "type": "boolean",
-          "primaryKey": false,
-          "notNull": true,
-          "default": false
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "title": {
-          "name": "title",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "attachments": {
-          "name": "attachments",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {
-        "is_bookmarked_index": {
-          "name": "is_bookmarked_index",
-          "columns": [
-            {
-              "expression": "is_bookmarked",
-              "isExpression": false,
-              "asc": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": false,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "chats_workspace_id_workspaces_id_fk": {
-          "name": "chats_workspace_id_workspaces_id_fk",
-          "tableFrom": "chats",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "chats_user_id_users_id_fk": {
-          "name": "chats_user_id_users_id_fk",
-          "tableFrom": "chats",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "chats_external_id_unique": {
-          "name": "chats_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.connectors": {
-      "name": "connectors",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "connector_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "credentials": {
-          "name": "credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "subject": {
-          "name": "subject",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_credentials": {
-          "name": "oauth_credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "status": {
-          "name": "status",
-          "type": "status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'connecting'"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "connectors_workspace_id_workspaces_id_fk": {
-          "name": "connectors_workspace_id_workspaces_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "connectors_user_id_users_id_fk": {
-          "name": "connectors_user_id_users_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "connectors_external_id_unique": {
-          "name": "connectors_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        },
-        "connectors_workspace_id_user_id_app_type_auth_type_unique": {
-          "name": "connectors_workspace_id_user_id_app_type_auth_type_unique",
-          "nullsNotDistinct": false,
-          "columns": ["workspace_id", "user_id", "app_type", "auth_type"]
-        }
-      }
-    },
-    "public.messages": {
-      "name": "messages",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "chat_id": {
-          "name": "chat_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "chat_external_id": {
-          "name": "chat_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "message": {
-          "name": "message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "message_role": {
-          "name": "message_role",
-          "type": "message_role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "modelId": {
-          "name": "modelId",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "sources": {
-          "name": "sources",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {
-        "chat_id_index": {
-          "name": "chat_id_index",
-          "columns": [
-            {
-              "expression": "chat_id",
-              "isExpression": false,
-              "asc": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": false,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "messages_chat_id_chats_id_fk": {
-          "name": "messages_chat_id_chats_id_fk",
-          "tableFrom": "messages",
-          "tableTo": "chats",
-          "columnsFrom": ["chat_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "messages_user_id_users_id_fk": {
-          "name": "messages_user_id_users_id_fk",
-          "tableFrom": "messages",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "messages_external_id_unique": {
-          "name": "messages_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.oauth_providers": {
-      "name": "oauth_providers",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "container_id": {
-          "name": "container_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "client_id": {
-          "name": "client_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "client_secret": {
-          "name": "client_secret",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_scopes": {
-          "name": "oauth_scopes",
-          "type": "text[]",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "ARRAY[]::text[]"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "oauth_providers_workspace_id_workspaces_id_fk": {
-          "name": "oauth_providers_workspace_id_workspaces_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_user_id_users_id_fk": {
-          "name": "oauth_providers_user_id_users_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_container_id_connectors_id_fk": {
-          "name": "oauth_providers_container_id_connectors_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "connectors",
-          "columnsFrom": ["container_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "oauth_providers_external_id_unique": {
-          "name": "oauth_providers_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_history": {
-      "name": "sync_history",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "data_added": {
-          "name": "data_added",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_updated": {
-          "name": "data_updated",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_deleted": {
-          "name": "data_deleted",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "summary": {
-          "name": "summary",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "error_message": {
-          "name": "error_message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "''"
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_history_workspace_id_workspaces_id_fk": {
-          "name": "sync_history_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_history",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_history_external_id_unique": {
-          "name": "sync_history_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_jobs": {
-      "name": "sync_jobs",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "connector_id": {
-          "name": "connector_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'NotStarted'"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_jobs_workspace_id_workspaces_id_fk": {
-          "name": "sync_jobs_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "sync_jobs_connector_id_connectors_id_fk": {
-          "name": "sync_jobs_connector_id_connectors_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "connectors",
-          "columnsFrom": ["connector_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_jobs_external_id_unique": {
-          "name": "sync_jobs_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.users": {
-      "name": "users",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'1970-01-01T00:00:00Z'"
-        },
-        "last_login": {
-          "name": "last_login",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "role": {
-          "name": "role",
-          "type": "role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'User'"
-        }
-      },
-      "indexes": {
-        "email_unique_index": {
-          "name": "email_unique_index",
-          "columns": [
-            {
-              "expression": "LOWER(\"email\")",
-              "asc": true,
-              "isExpression": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": true,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "users_workspace_id_workspaces_id_fk": {
-          "name": "users_workspace_id_workspaces_id_fk",
-          "tableFrom": "users",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "users_external_id_unique": {
-          "name": "users_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.workspaces": {
-      "name": "workspaces",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "domain": {
-          "name": "domain",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_by": {
-          "name": "created_by",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {},
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "workspaces_domain_unique": {
-          "name": "workspaces_domain_unique",
-          "nullsNotDistinct": false,
-          "columns": ["domain"]
-        },
-        "workspaces_created_by_unique": {
-          "name": "workspaces_created_by_unique",
-          "nullsNotDistinct": false,
-          "columns": ["created_by"]
-        },
-        "workspaces_external_id_unique": {
-          "name": "workspaces_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    }
-  },
-  "enums": {
-    "public.app_type": {
-      "name": "app_type",
-      "schema": "public",
-      "values": ["google-workspace", "google-drive", "gmail", "notion"]
-    },
-    "public.auth_type": {
-      "name": "auth_type",
-      "schema": "public",
-      "values": ["oauth", "service_account", "custom", "api_key"]
-    },
-    "public.connector_type": {
-      "name": "connector_type",
-      "schema": "public",
-      "values": ["SaaS", "Database", "Api", "File", "Website"]
-    },
-    "public.message_role": {
-      "name": "message_role",
-      "schema": "public",
-      "values": ["system", "user", "assistant"]
-    },
-    "public.status": {
-      "name": "status",
-      "schema": "public",
-      "values": ["connected", "connecting", "failed", "not-connected"]
-    },
-    "public.type": {
-      "name": "type",
-      "schema": "public",
-      "values": ["ChangeToken", "Partial", "FullSync"]
-    },
-    "public.sync_status": {
-      "name": "sync_status",
-      "schema": "public",
-      "values": ["NotStarted", "Started", "Failed", "Successful"]
-    },
-    "public.role": {
-      "name": "role",
-      "schema": "public",
-      "values": ["User", "TeamLeader", "Admin", "SuperAdmin"]
-    }
-  },
-  "schemas": {},
-  "sequences": {},
-  "_meta": {
-    "columns": {},
-    "schemas": {},
-    "tables": {}
-  }
-}
diff --git a/server/migrations/meta/0011_snapshot.json b/server/migrations/meta/0011_snapshot.json
deleted file mode 100644
index 9db40be0..00000000
--- a/server/migrations/meta/0011_snapshot.json
+++ /dev/null
@@ -1,1064 +0,0 @@
-{
-  "id": "416ef8e9-c998-49ec-8da9-bb9d2f594cb9",
-  "prevId": "b1a40aae-ced3-49fe-a225-4994078e99a2",
-  "version": "7",
-  "dialect": "postgresql",
-  "tables": {
-    "public.chats": {
-      "name": "chats",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "is_bookmarked": {
-          "name": "is_bookmarked",
-          "type": "boolean",
-          "primaryKey": false,
-          "notNull": true,
-          "default": false
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "title": {
-          "name": "title",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "attachments": {
-          "name": "attachments",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {
-        "is_bookmarked_index": {
-          "name": "is_bookmarked_index",
-          "columns": [
-            {
-              "expression": "is_bookmarked",
-              "isExpression": false,
-              "asc": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": false,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "chats_workspace_id_workspaces_id_fk": {
-          "name": "chats_workspace_id_workspaces_id_fk",
-          "tableFrom": "chats",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "chats_user_id_users_id_fk": {
-          "name": "chats_user_id_users_id_fk",
-          "tableFrom": "chats",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "chats_external_id_unique": {
-          "name": "chats_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.connectors": {
-      "name": "connectors",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "connector_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "credentials": {
-          "name": "credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "subject": {
-          "name": "subject",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_credentials": {
-          "name": "oauth_credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "status": {
-          "name": "status",
-          "type": "status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'connecting'"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "connectors_workspace_id_workspaces_id_fk": {
-          "name": "connectors_workspace_id_workspaces_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "connectors_user_id_users_id_fk": {
-          "name": "connectors_user_id_users_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "connectors_external_id_unique": {
-          "name": "connectors_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        },
-        "connectors_workspace_id_user_id_app_type_auth_type_unique": {
-          "name": "connectors_workspace_id_user_id_app_type_auth_type_unique",
-          "nullsNotDistinct": false,
-          "columns": ["workspace_id", "user_id", "app_type", "auth_type"]
-        }
-      }
-    },
-    "public.messages": {
-      "name": "messages",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "chat_id": {
-          "name": "chat_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "chat_external_id": {
-          "name": "chat_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "message": {
-          "name": "message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "message_role": {
-          "name": "message_role",
-          "type": "message_role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "modelId": {
-          "name": "modelId",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "sources": {
-          "name": "sources",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'[]'::jsonb"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {
-        "chat_id_index": {
-          "name": "chat_id_index",
-          "columns": [
-            {
-              "expression": "chat_id",
-              "isExpression": false,
-              "asc": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": false,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "messages_chat_id_chats_id_fk": {
-          "name": "messages_chat_id_chats_id_fk",
-          "tableFrom": "messages",
-          "tableTo": "chats",
-          "columnsFrom": ["chat_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "messages_user_id_users_id_fk": {
-          "name": "messages_user_id_users_id_fk",
-          "tableFrom": "messages",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "messages_external_id_unique": {
-          "name": "messages_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.oauth_providers": {
-      "name": "oauth_providers",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "container_id": {
-          "name": "container_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "client_id": {
-          "name": "client_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "client_secret": {
-          "name": "client_secret",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_scopes": {
-          "name": "oauth_scopes",
-          "type": "text[]",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "ARRAY[]::text[]"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "oauth_providers_workspace_id_workspaces_id_fk": {
-          "name": "oauth_providers_workspace_id_workspaces_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_user_id_users_id_fk": {
-          "name": "oauth_providers_user_id_users_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_container_id_connectors_id_fk": {
-          "name": "oauth_providers_container_id_connectors_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "connectors",
-          "columnsFrom": ["container_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "oauth_providers_external_id_unique": {
-          "name": "oauth_providers_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_history": {
-      "name": "sync_history",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "data_added": {
-          "name": "data_added",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_updated": {
-          "name": "data_updated",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_deleted": {
-          "name": "data_deleted",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "summary": {
-          "name": "summary",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "error_message": {
-          "name": "error_message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "''"
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_history_workspace_id_workspaces_id_fk": {
-          "name": "sync_history_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_history",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_history_external_id_unique": {
-          "name": "sync_history_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_jobs": {
-      "name": "sync_jobs",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "connector_id": {
-          "name": "connector_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'NotStarted'"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_jobs_workspace_id_workspaces_id_fk": {
-          "name": "sync_jobs_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "sync_jobs_connector_id_connectors_id_fk": {
-          "name": "sync_jobs_connector_id_connectors_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "connectors",
-          "columnsFrom": ["connector_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_jobs_external_id_unique": {
-          "name": "sync_jobs_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.users": {
-      "name": "users",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'1970-01-01T00:00:00Z'"
-        },
-        "last_login": {
-          "name": "last_login",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "role": {
-          "name": "role",
-          "type": "role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'User'"
-        }
-      },
-      "indexes": {
-        "email_unique_index": {
-          "name": "email_unique_index",
-          "columns": [
-            {
-              "expression": "LOWER(\"email\")",
-              "asc": true,
-              "isExpression": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": true,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "users_workspace_id_workspaces_id_fk": {
-          "name": "users_workspace_id_workspaces_id_fk",
-          "tableFrom": "users",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "users_external_id_unique": {
-          "name": "users_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.workspaces": {
-      "name": "workspaces",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "domain": {
-          "name": "domain",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_by": {
-          "name": "created_by",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {},
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "workspaces_domain_unique": {
-          "name": "workspaces_domain_unique",
-          "nullsNotDistinct": false,
-          "columns": ["domain"]
-        },
-        "workspaces_created_by_unique": {
-          "name": "workspaces_created_by_unique",
-          "nullsNotDistinct": false,
-          "columns": ["created_by"]
-        },
-        "workspaces_external_id_unique": {
-          "name": "workspaces_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    }
-  },
-  "enums": {
-    "public.app_type": {
-      "name": "app_type",
-      "schema": "public",
-      "values": ["google-workspace", "google-drive", "gmail", "notion"]
-    },
-    "public.auth_type": {
-      "name": "auth_type",
-      "schema": "public",
-      "values": ["oauth", "service_account", "custom", "api_key"]
-    },
-    "public.connector_type": {
-      "name": "connector_type",
-      "schema": "public",
-      "values": ["SaaS", "Database", "Api", "File", "Website"]
-    },
-    "public.message_role": {
-      "name": "message_role",
-      "schema": "public",
-      "values": ["system", "user", "assistant"]
-    },
-    "public.status": {
-      "name": "status",
-      "schema": "public",
-      "values": ["connected", "connecting", "failed", "not-connected"]
-    },
-    "public.type": {
-      "name": "type",
-      "schema": "public",
-      "values": ["ChangeToken", "Partial", "FullSync"]
-    },
-    "public.sync_status": {
-      "name": "sync_status",
-      "schema": "public",
-      "values": ["NotStarted", "Started", "Failed", "Successful"]
-    },
-    "public.role": {
-      "name": "role",
-      "schema": "public",
-      "values": ["User", "TeamLeader", "Admin", "SuperAdmin"]
-    }
-  },
-  "schemas": {},
-  "sequences": {},
-  "_meta": {
-    "columns": {},
-    "schemas": {},
-    "tables": {}
-  }
-}
diff --git a/server/migrations/meta/0012_snapshot.json b/server/migrations/meta/0012_snapshot.json
deleted file mode 100644
index e8ec9b10..00000000
--- a/server/migrations/meta/0012_snapshot.json
+++ /dev/null
@@ -1,1070 +0,0 @@
-{
-  "id": "0f4246ef-d953-403f-8c18-bb50824e8889",
-  "prevId": "416ef8e9-c998-49ec-8da9-bb9d2f594cb9",
-  "version": "7",
-  "dialect": "postgresql",
-  "tables": {
-    "public.chats": {
-      "name": "chats",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "is_bookmarked": {
-          "name": "is_bookmarked",
-          "type": "boolean",
-          "primaryKey": false,
-          "notNull": true,
-          "default": false
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "title": {
-          "name": "title",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "attachments": {
-          "name": "attachments",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {
-        "is_bookmarked_index": {
-          "name": "is_bookmarked_index",
-          "columns": [
-            {
-              "expression": "is_bookmarked",
-              "isExpression": false,
-              "asc": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": false,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "chats_workspace_id_workspaces_id_fk": {
-          "name": "chats_workspace_id_workspaces_id_fk",
-          "tableFrom": "chats",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "chats_user_id_users_id_fk": {
-          "name": "chats_user_id_users_id_fk",
-          "tableFrom": "chats",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "chats_external_id_unique": {
-          "name": "chats_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.connectors": {
-      "name": "connectors",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "connector_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "credentials": {
-          "name": "credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "subject": {
-          "name": "subject",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_credentials": {
-          "name": "oauth_credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "status": {
-          "name": "status",
-          "type": "status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'connecting'"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "connectors_workspace_id_workspaces_id_fk": {
-          "name": "connectors_workspace_id_workspaces_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "connectors_user_id_users_id_fk": {
-          "name": "connectors_user_id_users_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "connectors_external_id_unique": {
-          "name": "connectors_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        },
-        "connectors_workspace_id_user_id_app_type_auth_type_unique": {
-          "name": "connectors_workspace_id_user_id_app_type_auth_type_unique",
-          "nullsNotDistinct": false,
-          "columns": ["workspace_id", "user_id", "app_type", "auth_type"]
-        }
-      }
-    },
-    "public.messages": {
-      "name": "messages",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "chat_id": {
-          "name": "chat_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "chat_external_id": {
-          "name": "chat_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "message": {
-          "name": "message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "message_role": {
-          "name": "message_role",
-          "type": "message_role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "modelId": {
-          "name": "modelId",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "sources": {
-          "name": "sources",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'[]'::jsonb"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {
-        "chat_id_index": {
-          "name": "chat_id_index",
-          "columns": [
-            {
-              "expression": "chat_id",
-              "isExpression": false,
-              "asc": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": false,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "messages_chat_id_chats_id_fk": {
-          "name": "messages_chat_id_chats_id_fk",
-          "tableFrom": "messages",
-          "tableTo": "chats",
-          "columnsFrom": ["chat_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "messages_user_id_users_id_fk": {
-          "name": "messages_user_id_users_id_fk",
-          "tableFrom": "messages",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "messages_external_id_unique": {
-          "name": "messages_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.oauth_providers": {
-      "name": "oauth_providers",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "container_id": {
-          "name": "container_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "client_id": {
-          "name": "client_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "client_secret": {
-          "name": "client_secret",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_scopes": {
-          "name": "oauth_scopes",
-          "type": "text[]",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "ARRAY[]::text[]"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "oauth_providers_workspace_id_workspaces_id_fk": {
-          "name": "oauth_providers_workspace_id_workspaces_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_user_id_users_id_fk": {
-          "name": "oauth_providers_user_id_users_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "users",
-          "columnsFrom": ["user_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_container_id_connectors_id_fk": {
-          "name": "oauth_providers_container_id_connectors_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "connectors",
-          "columnsFrom": ["container_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "oauth_providers_external_id_unique": {
-          "name": "oauth_providers_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_history": {
-      "name": "sync_history",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "data_added": {
-          "name": "data_added",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_updated": {
-          "name": "data_updated",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_deleted": {
-          "name": "data_deleted",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "summary": {
-          "name": "summary",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "error_message": {
-          "name": "error_message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "''"
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_history_workspace_id_workspaces_id_fk": {
-          "name": "sync_history_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_history",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_history_external_id_unique": {
-          "name": "sync_history_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.sync_jobs": {
-      "name": "sync_jobs",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "connector_id": {
-          "name": "connector_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'NotStarted'"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_jobs_workspace_id_workspaces_id_fk": {
-          "name": "sync_jobs_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "sync_jobs_connector_id_connectors_id_fk": {
-          "name": "sync_jobs_connector_id_connectors_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "connectors",
-          "columnsFrom": ["connector_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_jobs_external_id_unique": {
-          "name": "sync_jobs_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.users": {
-      "name": "users",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'1970-01-01T00:00:00Z'"
-        },
-        "last_login": {
-          "name": "last_login",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "role": {
-          "name": "role",
-          "type": "role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'User'"
-        }
-      },
-      "indexes": {
-        "email_unique_index": {
-          "name": "email_unique_index",
-          "columns": [
-            {
-              "expression": "LOWER(\"email\")",
-              "asc": true,
-              "isExpression": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": true,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "users_workspace_id_workspaces_id_fk": {
-          "name": "users_workspace_id_workspaces_id_fk",
-          "tableFrom": "users",
-          "tableTo": "workspaces",
-          "columnsFrom": ["workspace_id"],
-          "columnsTo": ["id"],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "users_external_id_unique": {
-          "name": "users_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    },
-    "public.workspaces": {
-      "name": "workspaces",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "domain": {
-          "name": "domain",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_by": {
-          "name": "created_by",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {},
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "workspaces_domain_unique": {
-          "name": "workspaces_domain_unique",
-          "nullsNotDistinct": false,
-          "columns": ["domain"]
-        },
-        "workspaces_created_by_unique": {
-          "name": "workspaces_created_by_unique",
-          "nullsNotDistinct": false,
-          "columns": ["created_by"]
-        },
-        "workspaces_external_id_unique": {
-          "name": "workspaces_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": ["external_id"]
-        }
-      }
-    }
-  },
-  "enums": {
-    "public.app_type": {
-      "name": "app_type",
-      "schema": "public",
-      "values": [
-        "google-workspace",
-        "google-drive",
-        "gmail",
-        "notion",
-        "google-calendar"
-      ]
-    },
-    "public.auth_type": {
-      "name": "auth_type",
-      "schema": "public",
-      "values": ["oauth", "service_account", "custom", "api_key"]
-    },
-    "public.connector_type": {
-      "name": "connector_type",
-      "schema": "public",
-      "values": ["SaaS", "Database", "Api", "File", "Website"]
-    },
-    "public.message_role": {
-      "name": "message_role",
-      "schema": "public",
-      "values": ["system", "user", "assistant"]
-    },
-    "public.status": {
-      "name": "status",
-      "schema": "public",
-      "values": ["connected", "connecting", "failed", "not-connected"]
-    },
-    "public.type": {
-      "name": "type",
-      "schema": "public",
-      "values": ["ChangeToken", "Partial", "FullSync"]
-    },
-    "public.sync_status": {
-      "name": "sync_status",
-      "schema": "public",
-      "values": ["NotStarted", "Started", "Failed", "Successful"]
-    },
-    "public.role": {
-      "name": "role",
-      "schema": "public",
-      "values": ["User", "TeamLeader", "Admin", "SuperAdmin"]
-    }
-  },
-  "schemas": {},
-  "sequences": {},
-  "_meta": {
-    "columns": {},
-    "schemas": {},
-    "tables": {}
-  }
-}
diff --git a/server/migrations/meta/0013_snapshot.json b/server/migrations/meta/0013_snapshot.json
deleted file mode 100644
index 0c45f32c..00000000
--- a/server/migrations/meta/0013_snapshot.json
+++ /dev/null
@@ -1,1188 +0,0 @@
-{
-  "id": "4c5fd5c5-5b77-4cf5-b195-adfa256cff58",
-  "prevId": "0f4246ef-d953-403f-8c18-bb50824e8889",
-  "version": "7",
-  "dialect": "postgresql",
-  "tables": {
-    "public.chats": {
-      "name": "chats",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "is_bookmarked": {
-          "name": "is_bookmarked",
-          "type": "boolean",
-          "primaryKey": false,
-          "notNull": true,
-          "default": false
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "title": {
-          "name": "title",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "attachments": {
-          "name": "attachments",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {
-        "is_bookmarked_index": {
-          "name": "is_bookmarked_index",
-          "columns": [
-            {
-              "expression": "is_bookmarked",
-              "isExpression": false,
-              "asc": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": false,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "chats_workspace_id_workspaces_id_fk": {
-          "name": "chats_workspace_id_workspaces_id_fk",
-          "tableFrom": "chats",
-          "tableTo": "workspaces",
-          "columnsFrom": [
-            "workspace_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "chats_user_id_users_id_fk": {
-          "name": "chats_user_id_users_id_fk",
-          "tableFrom": "chats",
-          "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "chats_external_id_unique": {
-          "name": "chats_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "external_id"
-          ]
-        }
-      }
-    },
-    "public.connectors": {
-      "name": "connectors",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "connector_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "credentials": {
-          "name": "credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "subject": {
-          "name": "subject",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_credentials": {
-          "name": "oauth_credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "status": {
-          "name": "status",
-          "type": "status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'connecting'"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "connectors_workspace_id_workspaces_id_fk": {
-          "name": "connectors_workspace_id_workspaces_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "workspaces",
-          "columnsFrom": [
-            "workspace_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "connectors_user_id_users_id_fk": {
-          "name": "connectors_user_id_users_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "connectors_external_id_unique": {
-          "name": "connectors_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "external_id"
-          ]
-        },
-        "connectors_workspace_id_user_id_app_type_auth_type_unique": {
-          "name": "connectors_workspace_id_user_id_app_type_auth_type_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "workspace_id",
-            "user_id",
-            "app_type",
-            "auth_type"
-          ]
-        }
-      }
-    },
-    "public.messages": {
-      "name": "messages",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "chat_id": {
-          "name": "chat_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "chat_external_id": {
-          "name": "chat_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "message": {
-          "name": "message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "message_role": {
-          "name": "message_role",
-          "type": "message_role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "modelId": {
-          "name": "modelId",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "sources": {
-          "name": "sources",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'[]'::jsonb"
-        },
-        "attachments": {
-          "name": "attachments",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'[]'::jsonb"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {
-        "chat_id_index": {
-          "name": "chat_id_index",
-          "columns": [
-            {
-              "expression": "chat_id",
-              "isExpression": false,
-              "asc": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": false,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "messages_chat_id_chats_id_fk": {
-          "name": "messages_chat_id_chats_id_fk",
-          "tableFrom": "messages",
-          "tableTo": "chats",
-          "columnsFrom": [
-            "chat_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "messages_user_id_users_id_fk": {
-          "name": "messages_user_id_users_id_fk",
-          "tableFrom": "messages",
-          "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "messages_external_id_unique": {
-          "name": "messages_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "external_id"
-          ]
-        }
-      }
-    },
-    "public.oauth_providers": {
-      "name": "oauth_providers",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "container_id": {
-          "name": "container_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "client_id": {
-          "name": "client_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "client_secret": {
-          "name": "client_secret",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_scopes": {
-          "name": "oauth_scopes",
-          "type": "text[]",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "ARRAY[]::text[]"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "oauth_providers_workspace_id_workspaces_id_fk": {
-          "name": "oauth_providers_workspace_id_workspaces_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "workspaces",
-          "columnsFrom": [
-            "workspace_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_user_id_users_id_fk": {
-          "name": "oauth_providers_user_id_users_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_container_id_connectors_id_fk": {
-          "name": "oauth_providers_container_id_connectors_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "connectors",
-          "columnsFrom": [
-            "container_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "oauth_providers_external_id_unique": {
-          "name": "oauth_providers_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "external_id"
-          ]
-        }
-      }
-    },
-    "public.sync_history": {
-      "name": "sync_history",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "data_added": {
-          "name": "data_added",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_updated": {
-          "name": "data_updated",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_deleted": {
-          "name": "data_deleted",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "summary": {
-          "name": "summary",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "error_message": {
-          "name": "error_message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "''"
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_history_workspace_id_workspaces_id_fk": {
-          "name": "sync_history_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_history",
-          "tableTo": "workspaces",
-          "columnsFrom": [
-            "workspace_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_history_external_id_unique": {
-          "name": "sync_history_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "external_id"
-          ]
-        }
-      }
-    },
-    "public.sync_jobs": {
-      "name": "sync_jobs",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "connector_id": {
-          "name": "connector_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'NotStarted'"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_jobs_workspace_id_workspaces_id_fk": {
-          "name": "sync_jobs_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "workspaces",
-          "columnsFrom": [
-            "workspace_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "sync_jobs_connector_id_connectors_id_fk": {
-          "name": "sync_jobs_connector_id_connectors_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "connectors",
-          "columnsFrom": [
-            "connector_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_jobs_external_id_unique": {
-          "name": "sync_jobs_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "external_id"
-          ]
-        }
-      }
-    },
-    "public.users": {
-      "name": "users",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'1970-01-01T00:00:00Z'"
-        },
-        "last_login": {
-          "name": "last_login",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "role": {
-          "name": "role",
-          "type": "role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'User'"
-        }
-      },
-      "indexes": {
-        "email_unique_index": {
-          "name": "email_unique_index",
-          "columns": [
-            {
-              "expression": "LOWER(\"email\")",
-              "asc": true,
-              "isExpression": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": true,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "users_workspace_id_workspaces_id_fk": {
-          "name": "users_workspace_id_workspaces_id_fk",
-          "tableFrom": "users",
-          "tableTo": "workspaces",
-          "columnsFrom": [
-            "workspace_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "users_external_id_unique": {
-          "name": "users_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "external_id"
-          ]
-        }
-      }
-    },
-    "public.workspaces": {
-      "name": "workspaces",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "domain": {
-          "name": "domain",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_by": {
-          "name": "created_by",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {},
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "workspaces_domain_unique": {
-          "name": "workspaces_domain_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "domain"
-          ]
-        },
-        "workspaces_created_by_unique": {
-          "name": "workspaces_created_by_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "created_by"
-          ]
-        },
-        "workspaces_external_id_unique": {
-          "name": "workspaces_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "external_id"
-          ]
-        }
-      }
-    }
-  },
-  "enums": {
-    "public.app_type": {
-      "name": "app_type",
-      "schema": "public",
-      "values": [
-        "google-workspace",
-        "google-drive",
-        "gmail",
-        "notion",
-        "google-calendar"
-      ]
-    },
-    "public.auth_type": {
-      "name": "auth_type",
-      "schema": "public",
-      "values": [
-        "oauth",
-        "service_account",
-        "custom",
-        "api_key"
-      ]
-    },
-    "public.connector_type": {
-      "name": "connector_type",
-      "schema": "public",
-      "values": [
-        "SaaS",
-        "Database",
-        "Api",
-        "File",
-        "Website"
-      ]
-    },
-    "public.message_role": {
-      "name": "message_role",
-      "schema": "public",
-      "values": [
-        "system",
-        "user",
-        "assistant"
-      ]
-    },
-    "public.status": {
-      "name": "status",
-      "schema": "public",
-      "values": [
-        "connected",
-        "connecting",
-        "failed",
-        "not-connected"
-      ]
-    },
-    "public.type": {
-      "name": "type",
-      "schema": "public",
-      "values": [
-        "ChangeToken",
-        "Partial",
-        "FullSync"
-      ]
-    },
-    "public.sync_status": {
-      "name": "sync_status",
-      "schema": "public",
-      "values": [
-        "NotStarted",
-        "Started",
-        "Failed",
-        "Successful"
-      ]
-    },
-    "public.role": {
-      "name": "role",
-      "schema": "public",
-      "values": [
-        "User",
-        "TeamLeader",
-        "Admin",
-        "SuperAdmin"
-      ]
-    }
-  },
-  "schemas": {},
-  "sequences": {},
-  "_meta": {
-    "columns": {},
-    "schemas": {},
-    "tables": {}
-  }
-}
\ No newline at end of file
diff --git a/server/migrations/meta/0014_snapshot.json b/server/migrations/meta/0014_snapshot.json
deleted file mode 100644
index 85f12242..00000000
--- a/server/migrations/meta/0014_snapshot.json
+++ /dev/null
@@ -1,1195 +0,0 @@
-{
-  "id": "afa0437c-96ac-4b91-9cd0-cff082c38346",
-  "prevId": "4c5fd5c5-5b77-4cf5-b195-adfa256cff58",
-  "version": "7",
-  "dialect": "postgresql",
-  "tables": {
-    "public.chats": {
-      "name": "chats",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "is_bookmarked": {
-          "name": "is_bookmarked",
-          "type": "boolean",
-          "primaryKey": false,
-          "notNull": true,
-          "default": false
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "title": {
-          "name": "title",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "attachments": {
-          "name": "attachments",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "hasAttachments": {
-          "name": "hasAttachments",
-          "type": "boolean",
-          "primaryKey": false,
-          "notNull": true,
-          "default": false
-        }
-      },
-      "indexes": {
-        "is_bookmarked_index": {
-          "name": "is_bookmarked_index",
-          "columns": [
-            {
-              "expression": "is_bookmarked",
-              "isExpression": false,
-              "asc": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": false,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "chats_workspace_id_workspaces_id_fk": {
-          "name": "chats_workspace_id_workspaces_id_fk",
-          "tableFrom": "chats",
-          "tableTo": "workspaces",
-          "columnsFrom": [
-            "workspace_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "chats_user_id_users_id_fk": {
-          "name": "chats_user_id_users_id_fk",
-          "tableFrom": "chats",
-          "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "chats_external_id_unique": {
-          "name": "chats_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "external_id"
-          ]
-        }
-      }
-    },
-    "public.connectors": {
-      "name": "connectors",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "connector_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "credentials": {
-          "name": "credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "subject": {
-          "name": "subject",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_credentials": {
-          "name": "oauth_credentials",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "status": {
-          "name": "status",
-          "type": "status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'connecting'"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "connectors_workspace_id_workspaces_id_fk": {
-          "name": "connectors_workspace_id_workspaces_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "workspaces",
-          "columnsFrom": [
-            "workspace_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "connectors_user_id_users_id_fk": {
-          "name": "connectors_user_id_users_id_fk",
-          "tableFrom": "connectors",
-          "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "connectors_external_id_unique": {
-          "name": "connectors_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "external_id"
-          ]
-        },
-        "connectors_workspace_id_user_id_app_type_auth_type_unique": {
-          "name": "connectors_workspace_id_user_id_app_type_auth_type_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "workspace_id",
-            "user_id",
-            "app_type",
-            "auth_type"
-          ]
-        }
-      }
-    },
-    "public.messages": {
-      "name": "messages",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "chat_id": {
-          "name": "chat_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "chat_external_id": {
-          "name": "chat_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "message": {
-          "name": "message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "message_role": {
-          "name": "message_role",
-          "type": "message_role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "modelId": {
-          "name": "modelId",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "sources": {
-          "name": "sources",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'[]'::jsonb"
-        },
-        "attachments": {
-          "name": "attachments",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'[]'::jsonb"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {
-        "chat_id_index": {
-          "name": "chat_id_index",
-          "columns": [
-            {
-              "expression": "chat_id",
-              "isExpression": false,
-              "asc": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": false,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "messages_chat_id_chats_id_fk": {
-          "name": "messages_chat_id_chats_id_fk",
-          "tableFrom": "messages",
-          "tableTo": "chats",
-          "columnsFrom": [
-            "chat_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "messages_user_id_users_id_fk": {
-          "name": "messages_user_id_users_id_fk",
-          "tableFrom": "messages",
-          "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "messages_external_id_unique": {
-          "name": "messages_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "external_id"
-          ]
-        }
-      }
-    },
-    "public.oauth_providers": {
-      "name": "oauth_providers",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "user_id": {
-          "name": "user_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "container_id": {
-          "name": "container_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "client_id": {
-          "name": "client_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "client_secret": {
-          "name": "client_secret",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "oauth_scopes": {
-          "name": "oauth_scopes",
-          "type": "text[]",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "ARRAY[]::text[]"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "oauth_providers_workspace_id_workspaces_id_fk": {
-          "name": "oauth_providers_workspace_id_workspaces_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "workspaces",
-          "columnsFrom": [
-            "workspace_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_user_id_users_id_fk": {
-          "name": "oauth_providers_user_id_users_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "users",
-          "columnsFrom": [
-            "user_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "oauth_providers_container_id_connectors_id_fk": {
-          "name": "oauth_providers_container_id_connectors_id_fk",
-          "tableFrom": "oauth_providers",
-          "tableTo": "connectors",
-          "columnsFrom": [
-            "container_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "oauth_providers_external_id_unique": {
-          "name": "oauth_providers_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "external_id"
-          ]
-        }
-      }
-    },
-    "public.sync_history": {
-      "name": "sync_history",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "data_added": {
-          "name": "data_added",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_updated": {
-          "name": "data_updated",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "data_deleted": {
-          "name": "data_deleted",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true,
-          "default": 0
-        },
-        "summary": {
-          "name": "summary",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "error_message": {
-          "name": "error_message",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "''"
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_history_workspace_id_workspaces_id_fk": {
-          "name": "sync_history_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_history",
-          "tableTo": "workspaces",
-          "columnsFrom": [
-            "workspace_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_history_external_id_unique": {
-          "name": "sync_history_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "external_id"
-          ]
-        }
-      }
-    },
-    "public.sync_jobs": {
-      "name": "sync_jobs",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "connector_id": {
-          "name": "connector_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "type": {
-          "name": "type",
-          "type": "type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "status": {
-          "name": "status",
-          "type": "sync_status",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'NotStarted'"
-        },
-        "app_type": {
-          "name": "app_type",
-          "type": "app_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "auth_type": {
-          "name": "auth_type",
-          "type": "auth_type",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "config": {
-          "name": "config",
-          "type": "jsonb",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "last_ran_on": {
-          "name": "last_ran_on",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false,
-          "default": "NOW()"
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {
-        "sync_jobs_workspace_id_workspaces_id_fk": {
-          "name": "sync_jobs_workspace_id_workspaces_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "workspaces",
-          "columnsFrom": [
-            "workspace_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        },
-        "sync_jobs_connector_id_connectors_id_fk": {
-          "name": "sync_jobs_connector_id_connectors_id_fk",
-          "tableFrom": "sync_jobs",
-          "tableTo": "connectors",
-          "columnsFrom": [
-            "connector_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "sync_jobs_external_id_unique": {
-          "name": "sync_jobs_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "external_id"
-          ]
-        }
-      }
-    },
-    "public.users": {
-      "name": "users",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "workspace_id": {
-          "name": "workspace_id",
-          "type": "integer",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "email": {
-          "name": "email",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "workspace_external_id": {
-          "name": "workspace_external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'1970-01-01T00:00:00Z'"
-        },
-        "last_login": {
-          "name": "last_login",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "role": {
-          "name": "role",
-          "type": "role",
-          "typeSchema": "public",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "'User'"
-        }
-      },
-      "indexes": {
-        "email_unique_index": {
-          "name": "email_unique_index",
-          "columns": [
-            {
-              "expression": "LOWER(\"email\")",
-              "asc": true,
-              "isExpression": true,
-              "nulls": "last"
-            }
-          ],
-          "isUnique": true,
-          "concurrently": false,
-          "method": "btree",
-          "with": {}
-        }
-      },
-      "foreignKeys": {
-        "users_workspace_id_workspaces_id_fk": {
-          "name": "users_workspace_id_workspaces_id_fk",
-          "tableFrom": "users",
-          "tableTo": "workspaces",
-          "columnsFrom": [
-            "workspace_id"
-          ],
-          "columnsTo": [
-            "id"
-          ],
-          "onDelete": "no action",
-          "onUpdate": "no action"
-        }
-      },
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "users_external_id_unique": {
-          "name": "users_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "external_id"
-          ]
-        }
-      }
-    },
-    "public.workspaces": {
-      "name": "workspaces",
-      "schema": "",
-      "columns": {
-        "id": {
-          "name": "id",
-          "type": "serial",
-          "primaryKey": true,
-          "notNull": true
-        },
-        "name": {
-          "name": "name",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "domain": {
-          "name": "domain",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "created_by": {
-          "name": "created_by",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "external_id": {
-          "name": "external_id",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": true
-        },
-        "photoLink": {
-          "name": "photoLink",
-          "type": "text",
-          "primaryKey": false,
-          "notNull": false
-        },
-        "created_at": {
-          "name": "created_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "updated_at": {
-          "name": "updated_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": true,
-          "default": "NOW()"
-        },
-        "deleted_at": {
-          "name": "deleted_at",
-          "type": "timestamp with time zone",
-          "primaryKey": false,
-          "notNull": false
-        }
-      },
-      "indexes": {},
-      "foreignKeys": {},
-      "compositePrimaryKeys": {},
-      "uniqueConstraints": {
-        "workspaces_domain_unique": {
-          "name": "workspaces_domain_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "domain"
-          ]
-        },
-        "workspaces_created_by_unique": {
-          "name": "workspaces_created_by_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "created_by"
-          ]
-        },
-        "workspaces_external_id_unique": {
-          "name": "workspaces_external_id_unique",
-          "nullsNotDistinct": false,
-          "columns": [
-            "external_id"
-          ]
-        }
-      }
-    }
-  },
-  "enums": {
-    "public.app_type": {
-      "name": "app_type",
-      "schema": "public",
-      "values": [
-        "google-workspace",
-        "google-drive",
-        "gmail",
-        "notion",
-        "google-calendar"
-      ]
-    },
-    "public.auth_type": {
-      "name": "auth_type",
-      "schema": "public",
-      "values": [
-        "oauth",
-        "service_account",
-        "custom",
-        "api_key"
-      ]
-    },
-    "public.connector_type": {
-      "name": "connector_type",
-      "schema": "public",
-      "values": [
-        "SaaS",
-        "Database",
-        "Api",
-        "File",
-        "Website"
-      ]
-    },
-    "public.message_role": {
-      "name": "message_role",
-      "schema": "public",
-      "values": [
-        "system",
-        "user",
-        "assistant"
-      ]
-    },
-    "public.status": {
-      "name": "status",
-      "schema": "public",
-      "values": [
-        "connected",
-        "connecting",
-        "failed",
-        "not-connected"
-      ]
-    },
-    "public.type": {
-      "name": "type",
-      "schema": "public",
-      "values": [
-        "ChangeToken",
-        "Partial",
-        "FullSync"
-      ]
-    },
-    "public.sync_status": {
-      "name": "sync_status",
-      "schema": "public",
-      "values": [
-        "NotStarted",
-        "Started",
-        "Failed",
-        "Successful"
-      ]
-    },
-    "public.role": {
-      "name": "role",
-      "schema": "public",
-      "values": [
-        "User",
-        "TeamLeader",
-        "Admin",
-        "SuperAdmin"
-      ]
-    }
-  },
-  "schemas": {},
-  "sequences": {},
-  "_meta": {
-    "columns": {},
-    "schemas": {},
-    "tables": {}
-  }
-}
\ No newline at end of file
diff --git a/server/migrations/meta/_journal.json b/server/migrations/meta/_journal.json
index 9fdb8084..66e2360b 100644
--- a/server/migrations/meta/_journal.json
+++ b/server/migrations/meta/_journal.json
@@ -5,106 +5,15 @@
     {
       "idx": 0,
       "version": "7",
-      "when": 1727790029446,
-      "tag": "0000_wide_cyclops",
+      "when": 1736661636928,
+      "tag": "0000_early_warlock",
       "breakpoints": true
     },
     {
       "idx": 1,
       "version": "7",
-      "when": 1727976179335,
-      "tag": "0001_rich_jack_murdock",
-      "breakpoints": true
-    },
-    {
-      "idx": 2,
-      "version": "7",
-      "when": 1727976419637,
-      "tag": "0002_lyrical_sauron",
-      "breakpoints": true
-    },
-    {
-      "idx": 3,
-      "version": "7",
-      "when": 1727977662297,
-      "tag": "0003_little_reaper",
-      "breakpoints": true
-    },
-    {
-      "idx": 4,
-      "version": "7",
-      "when": 1728815559482,
-      "tag": "0004_great_spectrum",
-      "breakpoints": true
-    },
-    {
-      "idx": 5,
-      "version": "7",
-      "when": 1729340901092,
-      "tag": "0005_military_gideon",
-      "breakpoints": true
-    },
-    {
-      "idx": 6,
-      "version": "7",
-      "when": 1729680173733,
-      "tag": "0006_fat_infant_terrible",
-      "breakpoints": true
-    },
-    {
-      "idx": 7,
-      "version": "7",
-      "when": 1730551995849,
-      "tag": "0007_tense_shadowcat",
-      "breakpoints": true
-    },
-    {
-      "idx": 8,
-      "version": "7",
-      "when": 1730552924202,
-      "tag": "0008_plain_william_stryker",
-      "breakpoints": true
-    },
-    {
-      "idx": 9,
-      "version": "7",
-      "when": 1730618976803,
-      "tag": "0009_crazy_madelyne_pryor",
-      "breakpoints": true
-    },
-    {
-      "idx": 10,
-      "version": "7",
-      "when": 1730621571708,
-      "tag": "0010_regular_vermin",
-      "breakpoints": true
-    },
-    {
-      "idx": 11,
-      "version": "7",
-      "when": 1731435625533,
-      "tag": "0011_slim_vengeance",
-      "breakpoints": true
-    },
-    {
-      "idx": 12,
-      "version": "7",
-      "when": 1731511826974,
-      "tag": "0012_swift_captain_britain",
-      "breakpoints": true
-    },
-    {
-      "idx": 13,
-      "version": "7",
-      "when": 1732521298596,
-      "tag": "0013_calm_ironclad",
-      "breakpoints": true
-    },
-    {
-      "idx": 14,
-      "version": "7",
-      "when": 1732871533977,
-      "tag": "0014_silly_doctor_doom",
+      "when": 1737276650384,
+      "tag": "0001_dark_maddog",
       "breakpoints": true
     }
   ]
diff --git a/server/migrations/relations.ts b/server/migrations/relations.ts
deleted file mode 100644
index 79915e38..00000000
--- a/server/migrations/relations.ts
+++ /dev/null
@@ -1,63 +0,0 @@
-import { relations } from "drizzle-orm/relations"
-import {
-  workspaces,
-  users,
-  oauthProviders,
-  connectors,
-  syncJobs,
-} from "./schema"
-
-export const usersRelations = relations(users, ({ one, many }) => ({
-  workspace: one(workspaces, {
-    fields: [users.workspaceId],
-    references: [workspaces.id],
-  }),
-  oauthProviders: many(oauthProviders),
-  connectors: many(connectors),
-}))
-
-export const workspacesRelations = relations(workspaces, ({ many }) => ({
-  users: many(users),
-  oauthProviders: many(oauthProviders),
-  syncJobs: many(syncJobs),
-  connectors: many(connectors),
-}))
-
-export const oauthProvidersRelations = relations(oauthProviders, ({ one }) => ({
-  workspace: one(workspaces, {
-    fields: [oauthProviders.workspaceId],
-    references: [workspaces.id],
-  }),
-  user: one(users, {
-    fields: [oauthProviders.userId],
-    references: [users.id],
-  }),
-  connector: one(connectors, {
-    fields: [oauthProviders.containerId],
-    references: [connectors.id],
-  }),
-}))
-
-export const connectorsRelations = relations(connectors, ({ one, many }) => ({
-  oauthProviders: many(oauthProviders),
-  syncJobs: many(syncJobs),
-  workspace: one(workspaces, {
-    fields: [connectors.workspaceId],
-    references: [workspaces.id],
-  }),
-  user: one(users, {
-    fields: [connectors.userId],
-    references: [users.id],
-  }),
-}))
-
-export const syncJobsRelations = relations(syncJobs, ({ one }) => ({
-  workspace: one(workspaces, {
-    fields: [syncJobs.workspaceId],
-    references: [workspaces.id],
-  }),
-  connector: one(connectors, {
-    fields: [syncJobs.connectorId],
-    references: [connectors.id],
-  }),
-}))
diff --git a/server/migrations/schema.ts b/server/migrations/schema.ts
deleted file mode 100644
index f392331b..00000000
--- a/server/migrations/schema.ts
+++ /dev/null
@@ -1,261 +0,0 @@
-import {
-  pgTable,
-  uniqueIndex,
-  foreignKey,
-  unique,
-  serial,
-  integer,
-  text,
-  timestamp,
-  jsonb,
-  pgEnum,
-} from "drizzle-orm/pg-core"
-import { sql } from "drizzle-orm"
-
-export const appType = pgEnum("app_type", [
-  "google-workspace",
-  "google-drive",
-  "notion",
-  "gmail",
-])
-export const authType = pgEnum("auth_type", [
-  "oauth",
-  "service_account",
-  "custom",
-  "api_key",
-])
-export const connectorType = pgEnum("connector_type", [
-  "SaaS",
-  "Database",
-  "Api",
-  "File",
-  "Website",
-])
-export const role = pgEnum("role", [
-  "User",
-  "TeamLeader",
-  "Admin",
-  "SuperAdmin",
-])
-export const status = pgEnum("status", [
-  "connected",
-  "connecting",
-  "failed",
-  "not-connected",
-])
-export const syncStatus = pgEnum("sync_status", [
-  "NotStarted",
-  "Started",
-  "Failed",
-  "Successful",
-])
-export const type = pgEnum("type", ["ChangeToken", "Partial", "FullSync"])
-
-export const users = pgTable(
-  "users",
-  {
-    id: serial("id").primaryKey().notNull(),
-    workspaceId: integer("workspace_id").notNull(),
-    email: text("email").notNull(),
-    name: text("name").notNull(),
-    photoLink: text("photoLink"),
-    externalId: text("external_id").notNull(),
-    workspaceExternalId: text("workspace_external_id").notNull(),
-    createdAt: timestamp("created_at", { withTimezone: true, mode: "string" })
-      .defaultNow()
-      .notNull(),
-    updatedAt: timestamp("updated_at", { withTimezone: true, mode: "string" })
-      .defaultNow()
-      .notNull(),
-    deletedAt: timestamp("deleted_at", { withTimezone: true, mode: "string" })
-      .default("1970-01-01 00:00:00+00")
-      .notNull(),
-    lastLogin: timestamp("last_login", { withTimezone: true, mode: "string" }),
-    role: role("role").default("User").notNull(),
-  },
-  (table) => {
-    return {
-      emailUniqueIdx: uniqueIndex("email_unique_index").using(
-        "btree",
-        sql`lower(email)`,
-      ),
-      usersWorkspaceIdWorkspacesIdFk: foreignKey({
-        columns: [table.workspaceId],
-        foreignColumns: [workspaces.id],
-        name: "users_workspace_id_workspaces_id_fk",
-      }),
-      usersExternalIdUnique: unique("users_external_id_unique").on(
-        table.externalId,
-      ),
-    }
-  },
-)
-
-export const oauthProviders = pgTable(
-  "oauth_providers",
-  {
-    id: serial("id").primaryKey().notNull(),
-    workspaceId: integer("workspace_id").notNull(),
-    userId: integer("user_id").notNull(),
-    externalId: text("external_id").notNull(),
-    workspaceExternalId: text("workspace_external_id").notNull(),
-    containerId: integer("container_id").notNull(),
-    clientId: text("client_id"),
-    clientSecret: text("client_secret"),
-    oauthScopes: text("oauth_scopes").array().default(["RAY"]).notNull(),
-    appType: appType("app_type").notNull(),
-    createdAt: timestamp("created_at", { withTimezone: true, mode: "string" })
-      .defaultNow()
-      .notNull(),
-    updatedAt: timestamp("updated_at", { withTimezone: true, mode: "string" })
-      .defaultNow()
-      .notNull(),
-  },
-  (table) => {
-    return {
-      oauthProvidersWorkspaceIdWorkspacesIdFk: foreignKey({
-        columns: [table.workspaceId],
-        foreignColumns: [workspaces.id],
-        name: "oauth_providers_workspace_id_workspaces_id_fk",
-      }),
-      oauthProvidersUserIdUsersIdFk: foreignKey({
-        columns: [table.userId],
-        foreignColumns: [users.id],
-        name: "oauth_providers_user_id_users_id_fk",
-      }),
-      oauthProvidersContainerIdConnectorsIdFk: foreignKey({
-        columns: [table.containerId],
-        foreignColumns: [connectors.id],
-        name: "oauth_providers_container_id_connectors_id_fk",
-      }),
-      oauthProvidersExternalIdUnique: unique(
-        "oauth_providers_external_id_unique",
-      ).on(table.externalId),
-    }
-  },
-)
-
-export const syncJobs = pgTable(
-  "sync_jobs",
-  {
-    id: serial("id").primaryKey().notNull(),
-    workspaceId: integer("workspace_id").notNull(),
-    externalId: text("external_id").notNull(),
-    workspaceExternalId: text("workspace_external_id").notNull(),
-    connectorId: integer("connector_id").notNull(),
-    type: type("type").notNull(),
-    status: syncStatus("status").default("NotStarted").notNull(),
-    appType: appType("app_type").notNull(),
-    config: jsonb("config").notNull(),
-    lastRanOn: timestamp("last_ran_on", {
-      withTimezone: true,
-      mode: "string",
-    }).defaultNow(),
-    createdAt: timestamp("created_at", { withTimezone: true, mode: "string" })
-      .defaultNow()
-      .notNull(),
-    updatedAt: timestamp("updated_at", { withTimezone: true, mode: "string" })
-      .defaultNow()
-      .notNull(),
-    deletedAt: timestamp("deleted_at", { withTimezone: true, mode: "string" }),
-    email: text("email").notNull(),
-    authType: authType("auth_type").notNull(),
-  },
-  (table) => {
-    return {
-      syncJobsWorkspaceIdWorkspacesIdFk: foreignKey({
-        columns: [table.workspaceId],
-        foreignColumns: [workspaces.id],
-        name: "sync_jobs_workspace_id_workspaces_id_fk",
-      }),
-      syncJobsConnectorIdConnectorsIdFk: foreignKey({
-        columns: [table.connectorId],
-        foreignColumns: [connectors.id],
-        name: "sync_jobs_connector_id_connectors_id_fk",
-      }),
-      syncJobsExternalIdUnique: unique("sync_jobs_external_id_unique").on(
-        table.externalId,
-      ),
-    }
-  },
-)
-
-export const workspaces = pgTable(
-  "workspaces",
-  {
-    id: serial("id").primaryKey().notNull(),
-    name: text("name").notNull(),
-    domain: text("domain").notNull(),
-    createdBy: text("created_by").notNull(),
-    externalId: text("external_id").notNull(),
-    createdAt: timestamp("created_at", { withTimezone: true, mode: "string" })
-      .defaultNow()
-      .notNull(),
-    updatedAt: timestamp("updated_at", { withTimezone: true, mode: "string" })
-      .defaultNow()
-      .notNull(),
-    deletedAt: timestamp("deleted_at", { withTimezone: true, mode: "string" })
-      .default("1970-01-01 00:00:00+00")
-      .notNull(),
-    photoLink: text("photoLink"),
-  },
-  (table) => {
-    return {
-      workspacesDomainUnique: unique("workspaces_domain_unique").on(
-        table.domain,
-      ),
-      workspacesCreatedByUnique: unique("workspaces_created_by_unique").on(
-        table.createdBy,
-      ),
-      workspacesExternalIdUnique: unique("workspaces_external_id_unique").on(
-        table.externalId,
-      ),
-    }
-  },
-)
-
-export const connectors = pgTable(
-  "connectors",
-  {
-    id: serial("id").primaryKey().notNull(),
-    workspaceId: integer("workspace_id").notNull(),
-    userId: integer("user_id").notNull(),
-    externalId: text("external_id").notNull(),
-    workspaceExternalId: text("workspace_external_id").notNull(),
-    name: text("name").notNull(),
-    type: connectorType("type").notNull(),
-    authType: authType("auth_type").notNull(),
-    appType: appType("app_type").notNull(),
-    config: jsonb("config").notNull(),
-    credentials: text("credentials"),
-    subject: text("subject"),
-    oauthCredentials: text("oauth_credentials"),
-    status: status("status").default("connecting").notNull(),
-    createdAt: timestamp("created_at", { withTimezone: true, mode: "string" })
-      .defaultNow()
-      .notNull(),
-    updatedAt: timestamp("updated_at", { withTimezone: true, mode: "string" })
-      .defaultNow()
-      .notNull(),
-  },
-  (table) => {
-    return {
-      connectorsWorkspaceIdWorkspacesIdFk: foreignKey({
-        columns: [table.workspaceId],
-        foreignColumns: [workspaces.id],
-        name: "connectors_workspace_id_workspaces_id_fk",
-      }),
-      connectorsUserIdUsersIdFk: foreignKey({
-        columns: [table.userId],
-        foreignColumns: [users.id],
-        name: "connectors_user_id_users_id_fk",
-      }),
-      connectorsWorkspaceIdUserIdAppTypeAuthTypeUnique: unique(
-        "connectors_workspace_id_user_id_app_type_auth_type_unique",
-      ).on(table.workspaceId, table.userId, table.authType, table.appType),
-      connectorsExternalIdUnique: unique("connectors_external_id_unique").on(
-        table.externalId,
-      ),
-    }
-  },
-)
diff --git a/server/package.json b/server/package.json
index b1cf1891..2424c527 100644
--- a/server/package.json
+++ b/server/package.json
@@ -2,6 +2,7 @@
   "name": "xyne-search",
   "module": "server/server.ts",
   "type": "module",
+  "version": "0.2.3",
   "devDependencies": {
     "@biomejs/biome": "1.9.3",
     "@types/bun": "latest",
@@ -22,45 +23,41 @@
     "format": "bunx biome format --write ../"
   },
   "dependencies": {
-    "@aws-sdk/client-bedrock": "^3.675.0",
-    "@aws-sdk/client-bedrock-runtime": "^3.675.0",
-    "@hono/oauth-providers": "^0.6.1",
+    "@aws-sdk/client-bedrock": "^3.721.0",
+    "@aws-sdk/client-bedrock-runtime": "^3.721.0",
+    "@hono/oauth-providers": "^0.6.2",
     "@hono/zod-validator": "^0.2.2",
     "@jrmdayn/googleapis-batcher": "^0.8.0",
-    "@langchain/community": "^0.3.5",
-    "@langchain/core": "^0.3.11",
+    "@langchain/community": "^0.3.22",
+    "@langchain/core": "^0.3.27",
     "@notionhq/client": "^2.2.15",
     "@paralleldrive/cuid2": "^2.2.2",
     "arctic": "^1.9.2",
     "autoevals": "^0.0.106",
-    "body-parser": "^1.20.2",
-    "chalk": "^5.3.0",
-    "cookie-parser": "^1.4.6",
     "cors": "^2.8.5",
     "drizzle-orm": "^0.33.0",
     "drizzle-zod": "^0.5.1",
-    "express": "^4.19.2",
     "google-auth-library": "^9.14.0",
     "googleapis": "^140.0.1",
-    "gpt-tokenizer": "^2.5.1",
-    "hono": "^4.6.3",
+    "gpt-tokenizer": "^2.8.1",
+    "hono": "^4.6.15",
     "html-to-text": "^9.0.5",
     "i": "^0.3.7",
     "llama3-tokenizer-js": "^1.2.0",
-    "ollama": "^0.5.9",
-    "openai": "^4.68.4",
-    "ora": "^8.0.1",
-    "p-limit": "^6.1.0",
+    "ollama": "^0.5.11",
+    "openai": "^4.77.0",
+    "ora": "^8.1.1",
+    "p-limit": "^6.2.0",
     "partial-json": "^0.1.7",
     "pdf-parse": "^1.1.1",
-    "pg-boss": "^10.1.3",
+    "pg-boss": "^10.1.5",
     "picocolors": "^1.1.1",
-    "pino": "^9.4.0",
+    "pino": "^9.6.0",
     "pino-http": "^10.3.0",
-    "pino-pretty": "^11.2.2",
+    "pino-pretty": "^11.3.0",
     "playwright": "^1.45.3",
-    "postgres": "^3.4.4",
+    "postgres": "^3.4.5",
     "uuid": "^10.0.0",
-    "zod": "^3.23.8"
+    "zod": "^3.24.1"
   }
 }
diff --git a/server/queue/index.ts b/server/queue/index.ts
index 70b5449d..e4755166 100644
--- a/server/queue/index.ts
+++ b/server/queue/index.ts
@@ -99,6 +99,7 @@ const initWorkers = async () => {
     } catch (error) {
       const errorMessage = getErrorMessage(error)
       Logger.error(
+        error,
         `Unhandled Error while syncing OAuth SaaS ${errorMessage} ${(error as Error).stack}`,
       )
     }
diff --git a/server/search/mappers.ts b/server/search/mappers.ts
index 50c669ad..598e1509 100644
--- a/server/search/mappers.ts
+++ b/server/search/mappers.ts
@@ -35,6 +35,7 @@ import {
   type SearchResponse,
 } from "@/shared/types"
 import type { z } from "zod"
+import type { AppEntityCounts } from "@/search/vespa"
 
 // Vespa -> Backend/App -> Client
 
@@ -145,3 +146,38 @@ export const VespaAutocompleteResponseToResult = (
       }),
   }
 }
+
+export function handleVespaGroupResponse(
+  response: VespaSearchResponse,
+): AppEntityCounts {
+  const appEntityCounts: AppEntityCounts = {}
+
+  // Navigate to the first level of groups
+  const groupRoot = response.root.children?.[0] // Assuming this is the group:root level
+  if (!groupRoot || !("children" in groupRoot)) return appEntityCounts // Safeguard for empty responses
+
+  // Navigate to the app grouping (e.g., grouplist:app)
+  const appGroup = groupRoot.children?.[0]
+  if (!appGroup || !("children" in appGroup)) return appEntityCounts // Safeguard for missing app group
+
+  // Iterate through the apps
+  // @ts-ignore
+  for (const app of appGroup.children) {
+    const appName = app.value as string // Get the app name
+    appEntityCounts[appName] = {} // Initialize the app entry
+
+    // Navigate to the entity grouping (e.g., grouplist:entity)
+    const entityGroup = app.children?.[0]
+    if (!entityGroup || !("children" in entityGroup)) continue // Skip if no entities
+
+    // Iterate through the entities
+    // @ts-ignore
+    for (const entity of entityGroup.children) {
+      const entityName = entity.value as string // Get the entity name
+      const count = entity.fields?.["count()"] || 0 // Get the count or default to 0
+      appEntityCounts[appName][entityName] = count // Assign the count to the app-entity pair
+    }
+  }
+
+  return appEntityCounts // Return the final map
+}
diff --git a/server/search/types.ts b/server/search/types.ts
index fcf833c6..9e14af58 100644
--- a/server/search/types.ts
+++ b/server/search/types.ts
@@ -5,8 +5,15 @@ export const mailSchema = "mail"
 export const eventSchema = "event"
 export const userQuerySchema = "user_query"
 export const chatAttachmentSchema = "chatAttachment"
-// not using @ because of vite of frontend
 
+export type VespaSchema =
+  | typeof fileSchema
+  | typeof userSchema
+  | typeof mailSchema
+  | typeof eventSchema
+  | typeof userQuerySchema
+
+// not using @ because of vite of frontend
 export enum Apps {
   // includes everything google
   GoogleWorkspace = "google-workspace",
@@ -366,7 +373,8 @@ export const VespaSearchResultsSchema = z.object({
   pathId: z.string().optional(),
 })
 
-export type VespaSearchResults = z.infer<typeof VespaSearchResultSchema>
+export type VespaSearchResult = z.infer<typeof VespaSearchResultSchema>
+export type VespaSearchResults = z.infer<typeof VespaSearchResultsSchema>
 
 const VespaGetResultSchema = z.object({
   id: z.string(),
@@ -433,7 +441,6 @@ const VespaSearchResultSchema = z.union([
   VespaSearchResultsSchema,
   VespaGroupSchema,
 ])
-export type VespaSearchResult = z.infer<typeof VespaSearchResultSchema>
 
 const VespaSearchResponseSchema = VespaRootBaseSchema.extend({
   root: VespaRootBaseSchema.shape.root.extend({
diff --git a/server/search/vespa.ts b/server/search/vespa.ts
index a67d6201..3d69b3d1 100644
--- a/server/search/vespa.ts
+++ b/server/search/vespa.ts
@@ -21,6 +21,7 @@ import type {
   Entity,
   VespaEvent,
   VespaUserQueryHistory,
+  VespaSchema,
   VespaChatAttachment,
 } from "@/search/types"
 import { getErrorMessage } from "@/utils"
@@ -36,6 +37,8 @@ import {
   ErrorInsertingDocument,
 } from "@/errors"
 import crypto from "crypto"
+import VespaClient from "@/search/vespaClient"
+const vespa = new VespaClient()
 
 // Define your Vespa endpoint and schema name
 const vespaEndpoint = `http://${config.vespaBaseHost}:8080`
@@ -44,65 +47,17 @@ const CLUSTER = "my_content"
 
 const Logger = getLogger(Subsystem.Vespa).child({ module: "vespa" })
 
-function handleVespaGroupResponse(
-  response: VespaSearchResponse,
-): AppEntityCounts {
-  const appEntityCounts: AppEntityCounts = {}
-
-  // Navigate to the first level of groups
-  const groupRoot = response.root.children?.[0] // Assuming this is the group:root level
-  if (!groupRoot || !("children" in groupRoot)) return appEntityCounts // Safeguard for empty responses
-
-  // Navigate to the app grouping (e.g., grouplist:app)
-  const appGroup = groupRoot.children?.[0]
-  if (!appGroup || !("children" in appGroup)) return appEntityCounts // Safeguard for missing app group
-
-  // Iterate through the apps
-  // @ts-ignore
-  for (const app of appGroup.children) {
-    const appName = app.value as string // Get the app name
-    appEntityCounts[appName] = {} // Initialize the app entry
-
-    // Navigate to the entity grouping (e.g., grouplist:entity)
-    const entityGroup = app.children?.[0]
-    if (!entityGroup || !("children" in entityGroup)) continue // Skip if no entities
-
-    // Iterate through the entities
-    // @ts-ignore
-    for (const entity of entityGroup.children) {
-      const entityName = entity.value as string // Get the entity name
-      const count = entity.fields?.["count()"] || 0 // Get the count or default to 0
-      appEntityCounts[appName][entityName] = count // Assign the count to the app-entity pair
-    }
-  }
-
-  return appEntityCounts // Return the final map
-}
-
 /**
  * Deletes all documents from the specified schema and namespace in Vespa.
  */
 async function deleteAllDocuments() {
-  // Construct the DELETE URL
-  const url = `${vespaEndpoint}/document/v1/${NAMESPACE}/${fileSchema}/docid?selection=true&cluster=${CLUSTER}`
-
   try {
-    const response: Response = await fetch(url, {
-      method: "DELETE",
+    await vespa.deleteAllDocuments({
+      cluster: CLUSTER,
+      namespace: NAMESPACE,
+      schema: fileSchema,
     })
-
-    if (response.ok) {
-      Logger.info("All documents deleted successfully.")
-    } else {
-      const errorText = response.statusText
-      throw new Error(
-        `Failed to delete documents: ${response.status} ${response.statusText} - ${errorText}`,
-      )
-    }
   } catch (error) {
-    Logger.error(
-      `Error deleting documents:, ${error} ${(error as Error).stack}`,
-    )
     throw new ErrorDeletingDocuments({
       cause: error as Error,
       sources: AllSources,
@@ -112,27 +67,11 @@ async function deleteAllDocuments() {
 
 export const insertDocument = async (document: VespaFile) => {
   try {
-    const response = await fetch(
-      `${vespaEndpoint}/document/v1/${NAMESPACE}/${fileSchema}/docid/${document.docId}`,
-      {
-        method: "POST",
-        headers: {
-          "Content-Type": "application/json",
-        },
-        body: JSON.stringify({ fields: document }),
-      },
-    )
-
-    const data = await response.json()
-
-    if (response.ok) {
-      // Logger.info(`Document ${document.docId} inserted successfully`)
-    } else {
-      Logger.error(`Error inserting document ${document.docId}`)
-    }
+    await vespa.insertDocument(document, {
+      namespace: NAMESPACE,
+      schema: fileSchema,
+    })
   } catch (error) {
-    const errMessage = getErrorMessage(error)
-    Logger.error(`Error inserting document ${document.docId}: ${errMessage}`)
     throw new ErrorInsertingDocument({
       docId: document.docId,
       cause: error as Error,
@@ -150,39 +89,11 @@ export const insert = async (
     | VespaEvent
     | VespaUserQueryHistory
     | VespaChatAttachment,
-  schema: string,
+  schema: VespaSchema,
 ) => {
   try {
-    const response = await fetch(
-      `${vespaEndpoint}/document/v1/${NAMESPACE}/${schema}/docid/${document.docId}`,
-      {
-        method: "POST",
-        headers: {
-          "Content-Type": "application/json",
-        },
-        body: JSON.stringify({ fields: document }),
-      },
-    )
-
-    const data = await response.json()
-
-    if (response.ok) {
-      // Logger.info(`Document ${document.docId} inserted successfully`)
-    } else {
-      // Using status text since response.text() return Body Already used Error
-      const errorText = response.statusText
-      Logger.error(
-        `Error inserting document ${document.docId} for ${schema} ${data.message}`,
-      )
-      throw new Error(
-        `Failed to fetch documents: ${response.status} ${response.statusText} - ${errorText}`,
-      )
-    }
+    await vespa.insert(document, { namespace: NAMESPACE, schema })
   } catch (error) {
-    const errMessage = getErrorMessage(error)
-    Logger.error(
-      `Error inserting document ${document.docId}: ${errMessage} ${(error as Error).stack}`,
-    )
     throw new ErrorInsertingDocument({
       docId: document.docId,
       cause: error as Error,
@@ -193,27 +104,8 @@ export const insert = async (
 
 export const insertUser = async (user: VespaUser) => {
   try {
-    const response = await fetch(
-      `${vespaEndpoint}/document/v1/${NAMESPACE}/${userSchema}/docid/${user.docId}`,
-      {
-        method: "POST",
-        headers: {
-          "Content-Type": "application/json",
-        },
-        body: JSON.stringify({ fields: user }),
-      },
-    )
-
-    const data = await response.json()
-
-    if (response.ok) {
-      // Logger.info(`Document ${user.docId} inserted successfully:`, data)
-    } else {
-      Logger.error(`Error inserting user ${user.docId}: ${data}`, data)
-    }
+    await vespa.insertUser(user, { namespace: NAMESPACE, schema: userSchema })
   } catch (error) {
-    const errorMessage = getErrorMessage(error)
-    Logger.error(`Error inserting user ${user.docId}:`, errorMessage)
     throw new ErrorInsertingDocument({
       docId: user.docId,
       cause: error as Error,
@@ -287,7 +179,7 @@ export const autocomplete = async (
         or
         (name_fuzzy contains ({maxEditDistance: 2, prefix: true} fuzzy(@query))
         and permissions contains @email)
-        or 
+        or
         (query_text contains ({maxEditDistance: 2, prefix: true} fuzzy(@query))
         and owner contains @email)
         `
@@ -301,27 +193,8 @@ export const autocomplete = async (
     "presentation.summary": "autocomplete",
   }
   try {
-    const response = await fetch(`${vespaEndpoint}/search/`, {
-      method: "POST",
-      headers: {
-        "Content-Type": "application/json",
-      },
-      body: JSON.stringify(searchPayload),
-    })
-
-    if (!response.ok) {
-      const errorText = response.statusText
-      throw new Error(
-        `Failed to perform autocomplete search: ${response.status} ${response.statusText} - ${errorText}`,
-      )
-    }
-
-    const data = await response.json()
-    return data
+    return await vespa.autoComplete(searchPayload)
   } catch (error) {
-    Logger.error(
-      `Error performing autocomplete search:, ${error} ${(error as Error).stack} `,
-    )
     throw new ErrorPerformingSearch({
       message: `Error performing autocomplete search`,
       cause: error as Error,
@@ -339,12 +212,12 @@ type YqlProfile = {
 }
 
 // TODO: it seems the owner part is complicating things
-const HybridDefaultProfile = (
+export const HybridDefaultProfile = (
   hits: number,
   app: Apps | null,
   entity: Entity | null,
   profile: RankProfile = "default",
-  timestampRange?: { to: number; from: number } | null,
+  timestampRange?: { to: number | null; from: number | null } | null,
   excludedIds?: string[],
   notInMailLabels?: string[],
 ): YqlProfile => {
@@ -352,6 +225,7 @@ const HybridDefaultProfile = (
   let fileTimestamp = ""
   let mailTimestamp = ""
   let userTimestamp = ""
+  let eventTimestamp = ""
 
   if (timestampRange && !timestampRange.from && !timestampRange.to) {
     throw new Error("Invalid timestamp range")
@@ -360,26 +234,31 @@ const HybridDefaultProfile = (
   let fileTimestampConditions: string[] = []
   let mailTimestampConditions: string[] = []
   let userTimestampConditions: string[] = []
+  let eventTimestampConditions: string[] = []
 
   if (timestampRange && timestampRange.from) {
     fileTimestampConditions.push(`updatedAt >= ${timestampRange.from}`)
     mailTimestampConditions.push(`timestamp >= ${timestampRange.from}`)
     userTimestampConditions.push(`creationTime >= ${timestampRange.from}`)
+    eventTimestampConditions.push(`startTime >= ${timestampRange.from}`) // Using startTime for events
   }
   if (timestampRange && timestampRange.to) {
     fileTimestampConditions.push(`updatedAt <= ${timestampRange.to}`)
     mailTimestampConditions.push(`timestamp <= ${timestampRange.to}`)
     userTimestampConditions.push(`creationTime <= ${timestampRange.to}`)
+    eventTimestampConditions.push(`startTime <= ${timestampRange.to}`)
   }
 
   if (timestampRange && timestampRange.from && timestampRange.to) {
     fileTimestamp = fileTimestampConditions.join(" and ")
     mailTimestamp = mailTimestampConditions.join(" and ")
     userTimestamp = userTimestampConditions.join(" and ")
+    eventTimestamp = eventTimestampConditions.join(" and ")
   } else {
     fileTimestamp = fileTimestampConditions.join("")
     mailTimestamp = mailTimestampConditions.join("")
     userTimestamp = userTimestampConditions.join("")
+    eventTimestamp = eventTimestampConditions.join("")
   }
 
   let appOrEntityFilter =
@@ -409,7 +288,7 @@ const HybridDefaultProfile = (
               or
               ({targetHits:${hits}}nearestNeighbor(chunk_embeddings, e))
             )
-            ${timestampRange ? `and (${fileTimestamp} or ${mailTimestamp})` : ""}
+            ${timestampRange ? `and (${fileTimestamp} or ${mailTimestamp} or ${eventTimestamp})` : ""}
             and permissions contains @email ${mailLabelQuery}
             ${appOrEntityFilter}
           )
@@ -499,7 +378,6 @@ export const groupVespaSearch = async (
   limit = config.page,
   timestampRange?: { to: number; from: number } | null,
 ): Promise<AppEntityCounts> => {
-  const url = `${vespaEndpoint}/search/`
   let { yql, profile } = HybridDefaultProfileAppEntityCounts(
     limit,
     timestampRange ?? null,
@@ -513,26 +391,8 @@ export const groupVespaSearch = async (
     "input.query(e)": "embed(@query)",
   }
   try {
-    const response = await fetch(url, {
-      method: "POST",
-      headers: {
-        "Content-Type": "application/json",
-      },
-      body: JSON.stringify(hybridDefaultPayload),
-    })
-    if (!response.ok) {
-      const errorText = response.statusText
-      throw new Error(
-        `Failed to fetch documents in groupVespaSearch: ${response.status} ${response.statusText} - ${errorText}`,
-      )
-    }
-
-    const data = await response.json()
-    return handleVespaGroupResponse(data)
+    return await vespa.groupSearch(hybridDefaultPayload)
   } catch (error) {
-    Logger.error(
-      `Error performing search groupVespaSearch:, ${error} - ${(error as Error).stack}`,
-    )
     throw new ErrorPerformingSearch({
       cause: error as Error,
       sources: AllSources,
@@ -546,13 +406,12 @@ export const searchVespa = async (
   app: Apps | null,
   entity: Entity | null,
   limit = config.page,
-  offset?: number,
+  offset: number = 0,
+  alpha: number = 0.5,
   timestampRange?: { from: number; to: number } | null,
   excludedIds?: string[],
   notInMailLabels?: string[],
 ): Promise<VespaSearchResponse> => {
-  const url = `${vespaEndpoint}/search/`
-
   // Determine the timestamp cutoff based on lastUpdated
   // const timestamp = lastUpdated ? getTimestamp(lastUpdated) : null
   let { yql, profile } = HybridDefaultProfile(
@@ -572,7 +431,7 @@ export const searchVespa = async (
     "ranking.profile": profile,
     "input.query(e)": "embed(@query)",
     hits: limit,
-    alpha: 0.5,
+    alpha,
     ...(offset
       ? {
           offset,
@@ -582,26 +441,8 @@ export const searchVespa = async (
     ...(entity ? { entity } : {}),
   }
   try {
-    const response = await fetch(url, {
-      method: "POST",
-      headers: {
-        "Content-Type": "application/json",
-      },
-      body: JSON.stringify(hybridDefaultPayload),
-    })
-    if (!response.ok) {
-      const errorText = response.statusText
-      throw new Error(
-        `Failed to fetch documents in searchVespa: ${response.status} ${response.statusText} - ${errorText}`,
-      )
-    }
-
-    const data = await response.json()
-    return data
+    return await vespa.search<VespaSearchResponse>(hybridDefaultPayload)
   } catch (error) {
-    Logger.error(
-      `Error performing search in searchVespa:, ${error} ${(error as Error).stack}`,
-    )
     throw new ErrorPerformingSearch({
       cause: error as Error,
       sources: AllSources,
@@ -643,26 +484,8 @@ export const searchVespaWithChatAttachment = async (
     ...(chatId ? { chatId } : {}),
   }
   try {
-    const response = await fetch(url, {
-      method: "POST",
-      headers: {
-        "Content-Type": "application/json",
-      },
-      body: JSON.stringify(hybridDefaultPayload),
-    })
-    if (!response.ok) {
-      const errorText = response.statusText
-      throw new Error(
-        `Failed to fetch documents in searchVespaWithChatAttachment: ${response.status} ${response.statusText} - ${errorText}`,
-      )
-    }
-
-    const data = await response.json()
-    return data
+    return await vespa.search<VespaSearchResponse>(hybridDefaultPayload)
   } catch (error) {
-    Logger.error(
-      `Error performing search in searchVespaWithChatAttachment:, ${error} ${(error as Error).stack}`,
-    )
     throw new ErrorPerformingSearch({
       cause: error as Error,
       sources: chatAttachmentSchema,
@@ -674,43 +497,12 @@ export const searchVespaWithChatAttachment = async (
  * Retrieves the total count of documents in the specified schema, namespace, and cluster.
  */
 const getDocumentCount = async () => {
-  // Encode the YQL query to ensure it's URL-safe
-  const yql = encodeURIComponent(
-    `select * from sources ${fileSchema} where true`,
-  )
-
-  // Construct the search URL with necessary query parameters
-  const url = `${vespaEndpoint}/search/?yql=${yql}&hits=0&cluster=${CLUSTER}`
-
   try {
-    const response: Response = await fetch(url, {
-      method: "GET",
-      headers: {
-        Accept: "application/json",
-      },
+    return await vespa.getDocumentCount(fileSchema, {
+      namespace: NAMESPACE,
+      cluster: CLUSTER,
     })
-
-    if (!response.ok) {
-      const errorText = response.statusText
-      throw new Error(
-        `Failed to fetch document count: ${response.status} ${response.statusText} - ${errorText}`,
-      )
-    }
-
-    const data = await response.json()
-
-    // Extract the total number of hits from the response
-    const totalCount = data?.root?.fields?.totalCount
-
-    if (typeof totalCount === "number") {
-      Logger.info(
-        `Total documents in schema '${fileSchema}' within namespace '${NAMESPACE}' and cluster '${CLUSTER}': ${totalCount}`,
-      )
-    } else {
-      Logger.error(`Unexpected response structure:', ${data}`)
-    }
   } catch (error) {
-    Logger.error("Error retrieving document count:", error)
     throw new ErrorRetrievingDocuments({
       cause: error as Error,
       sources: "file",
@@ -719,30 +511,15 @@ const getDocumentCount = async () => {
 }
 
 export const GetDocument = async (
-  schema: string,
+  schema: VespaSchema,
   docId: string,
 ): Promise<VespaGetResult> => {
-  const url = `${vespaEndpoint}/document/v1/${NAMESPACE}/${schema}/docid/${docId}`
   try {
-    const response = await fetch(url, {
-      method: "GET",
-      headers: {
-        Accept: "application/json",
-      },
-    })
-
-    if (!response.ok) {
-      const errorText = response.statusText
-      throw new Error(
-        `Failed to fetch document: ${response.status} ${response.statusText} - ${errorText}`,
-      )
-    }
-
-    const document = await response.json()
-    return document
+    const options = { namespace: NAMESPACE, docId, schema }
+    return vespa.getDocument(options)
   } catch (error) {
+    Logger.error(error, `Error fetching document docId: ${docId}`)
     const errMessage = getErrorMessage(error)
-    Logger.error(`Error fetching document ${docId}:  ${errMessage}`)
     throw new ErrorGettingDocument({
       docId,
       cause: error as Error,
@@ -753,42 +530,14 @@ export const GetDocument = async (
 }
 
 export const UpdateDocumentPermissions = async (
-  schema: string,
+  schema: VespaSchema,
   docId: string,
   updatedPermissions: string[],
 ) => {
-  const url = `${vespaEndpoint}/document/v1/${NAMESPACE}/${schema}/docid/${docId}`
   try {
-    const response = await fetch(url, {
-      method: "PUT",
-      headers: {
-        "Content-Type": "application/json",
-      },
-      body: JSON.stringify({
-        fields: {
-          permissions: { assign: updatedPermissions },
-        },
-      }),
-    })
-
-    if (!response.ok) {
-      const errorText = response.statusText
-      throw new ErrorUpdatingDocument({
-        message: `Failed to update document: ${response.status} ${response.statusText} - ${errorText}`,
-        docId,
-        sources: schema,
-      })
-    }
-
-    Logger.info(
-      `Successfully updated permissions in schema ${schema} for document ${docId}.`,
-    )
+    const options = { namespace: NAMESPACE, docId, schema }
+    await vespa.updateDocumentPermissions(updatedPermissions, options)
   } catch (error) {
-    const errMessage = getErrorMessage(error)
-    Logger.error(
-      `Error updating permissions in schema ${schema} for document ${docId}:`,
-      errMessage,
-    )
     throw new ErrorUpdatingDocument({
       docId,
       cause: error as Error,
@@ -798,42 +547,14 @@ export const UpdateDocumentPermissions = async (
 }
 
 export const UpdateEventCancelledInstances = async (
-  schema: string,
+  schema: VespaSchema,
   docId: string,
   updatedCancelledInstances: string[],
 ) => {
-  const url = `${vespaEndpoint}/document/v1/${NAMESPACE}/${schema}/docid/${docId}`
   try {
-    const response = await fetch(url, {
-      method: "PUT",
-      headers: {
-        "Content-Type": "application/json",
-      },
-      body: JSON.stringify({
-        fields: {
-          cancelledInstances: { assign: updatedCancelledInstances },
-        },
-      }),
-    })
-
-    if (!response.ok) {
-      const errorText = response.statusText
-      throw new ErrorUpdatingDocument({
-        message: `Failed to update document: ${response.status} ${response.statusText} - ${errorText}`,
-        docId,
-        sources: schema,
-      })
-    }
-
-    Logger.info(
-      `Successfully updated event instances in schema ${schema} for document ${docId}.`,
-    )
+    const options = { namespace: NAMESPACE, docId, schema }
+    await vespa.updateCancelledEvents(updatedCancelledInstances, options)
   } catch (error) {
-    const errMessage = getErrorMessage(error)
-    Logger.error(
-      `Error updating event instances in schema ${schema} for document ${docId}:`,
-      errMessage,
-    )
     throw new ErrorUpdatingDocument({
       docId,
       cause: error as Error,
@@ -892,50 +613,14 @@ export const AddChatMessageIdToAttachment = async (
 }
 
 export const UpdateDocument = async (
-  schema: string,
+  schema: VespaSchema,
   docId: string,
   updatedFields: Record<string, any>,
 ) => {
-  const url = `${vespaEndpoint}/document/v1/${NAMESPACE}/${schema}/docid/${docId}`
-  let fields: string[] = []
   try {
-    const updateObject = Object.entries(updatedFields).reduce(
-      (prev, [key, value]) => {
-        // for logging
-        fields.push(key)
-        prev[key] = { assign: value }
-        return prev
-      },
-      {} as Record<string, any>,
-    )
-    const response = await fetch(url, {
-      method: "PUT",
-      headers: {
-        "Content-Type": "application/json",
-      },
-      body: JSON.stringify({
-        fields: updateObject,
-      }),
-    })
-
-    if (!response.ok) {
-      const errorText = response.statusText
-      throw new ErrorUpdatingDocument({
-        message: `Failed to update document: ${response.status} ${response.statusText} - ${errorText}`,
-        docId,
-        sources: schema,
-      })
-    }
-
-    Logger.info(
-      `Successfully updated ${fields} in schema ${schema} for document ${docId}.`,
-    )
+    const options = { namespace: NAMESPACE, docId, schema }
+    await vespa.updateDocument(updatedFields, options)
   } catch (error) {
-    const errMessage = getErrorMessage(error)
-    Logger.error(
-      `Error updating ${fields} in schema ${schema} for document ${docId}:`,
-      errMessage,
-    )
     throw new ErrorUpdatingDocument({
       docId,
       cause: error as Error,
@@ -944,24 +629,11 @@ export const UpdateDocument = async (
   }
 }
 
-export const DeleteDocument = async (docId: string, schema: string) => {
-  const url = `${vespaEndpoint}/document/v1/${NAMESPACE}/${schema}/docid/${docId}`
+export const DeleteDocument = async (docId: string, schema: VespaSchema) => {
   try {
-    const response = await fetch(url, {
-      method: "DELETE",
-    })
-
-    if (!response.ok) {
-      const errorText = response.statusText
-      throw new Error(
-        `Failed to delete document: ${response.status} ${response.statusText} - ${errorText}`,
-      )
-    }
-
-    Logger.info(`Document ${docId} deleted successfully.`)
+    const options = { namespace: NAMESPACE, docId, schema }
+    await vespa.deleteDocument(options)
   } catch (error) {
-    const errMessage = getErrorMessage(error)
-    Logger.error(`Error deleting document ${docId}:  ${errMessage}`)
     throw new ErrorDeletingDocuments({
       cause: error as Error,
       sources: schema,
@@ -980,46 +652,9 @@ export interface AppEntityCounts {
 }
 
 export const ifDocumentsExist = async (docIds: string[]) => {
-  // Construct the YQL query
-  const yqlIds = docIds.map((id) => `"${id}"`).join(", ")
-  const yqlQuery = `select docId from sources * where docId in (${yqlIds})`
-
-  const url = `${vespaEndpoint}/search/?yql=${encodeURIComponent(yqlQuery)}&hits=${docIds.length}`
-
   try {
-    const response = await fetch(url, {
-      method: "GET",
-      headers: {
-        "Content-Type": "application/json",
-      },
-    })
-
-    if (!response.ok) {
-      const errorText = response.statusText
-      throw new Error(
-        `Search query failed: ${response.status} ${response.statusText} - ${errorText}`,
-      )
-    }
-
-    const result = await response.json()
-
-    // Extract the document IDs of the found documents
-    // @ts-ignore
-    const foundIds = result.root.children?.map((hit) => hit.fields.docId) || []
-
-    // Determine which IDs exist and which do not
-    const existenceMap = docIds.reduce(
-      (acc, id) => {
-        acc[id] = foundIds.includes(id)
-        return acc
-      },
-      {} as Record<string, boolean>,
-    )
-
-    return existenceMap // { "id:namespace:doctype::1": true, "id:namespace:doctype::2": false, ... }
+    return await vespa.isDocumentExist(docIds)
   } catch (error) {
-    const errMessage = getErrorMessage(error)
-    Logger.error(`Error checking documents existence:  ${errMessage}`)
     throw error
   }
 }
@@ -1053,7 +688,7 @@ const getNDocuments = async (n: number) => {
     return data
   } catch (error) {
     const errMessage = getErrorMessage(error)
-    Logger.error(`Error retrieving document count: , ${errMessage}`)
+    Logger.error(error, `Error retrieving document count: , ${errMessage}`)
     throw new ErrorRetrievingDocuments({
       cause: error as Error,
       sources: "file",
@@ -1091,21 +726,17 @@ export const updateUserQueryHistory = async (query: string, owner: string) => {
     }
   } catch (error) {
     const errMsg = getErrorMessage(error)
-    Logger.error(`Update user query error: ${errMsg}`, error)
+    Logger.error(error, `Update user query error: ${errMsg}`, error)
     throw new Error("Failed to update user query history")
   }
 }
 
-const getDocumentOrNull = async (schema: string, docId: string) => {
+export const getDocumentOrNull = async (schema: VespaSchema, docId: string) => {
   try {
     return await GetDocument(schema, docId)
   } catch (error) {
     const errMsg = getErrorMessage(error)
-
-    if (
-      errMsg.includes("404 Not Found") &&
-      errMsg.includes(`docId: ${docId}`)
-    ) {
+    if (errMsg.includes("404 Not Found")) {
       Logger.warn(`Document ${docId} does not exist`)
       return null
     }
@@ -1147,33 +778,8 @@ export const searchUsersByNamesAndEmails = async (
   }
 
   try {
-    const response = await fetch(`${vespaEndpoint}/search/`, {
-      method: "POST",
-      headers: {
-        "Content-Type": "application/json",
-      },
-      body: JSON.stringify(searchPayload),
-    })
-
-    if (!response.ok) {
-      const errorText = response.statusText
-      throw new Error(
-        `Failed to perform user search: ${response.status} ${response.statusText} - ${errorText}`,
-      )
-    }
-
-    const data: VespaSearchResponse = await response.json()
-
-    // Parse and return the user results
-    // const users: VespaUser[] =
-    //   data.root.children?.map((child) => {
-    //     const fields = child.fields
-    //     return VespaUserSchema.parse(fields)
-    //   }) || []
-
-    return data
+    return await vespa.getUsersByNamesAndEmaisl(searchPayload)
   } catch (error) {
-    Logger.error(`Error searching users: ${error}`)
     throw error
   }
 }
@@ -1254,7 +860,7 @@ export const getTimestamp = (lastUpdated: string): number | null => {
 // }
 
 interface GetItemsParams {
-  schema: string
+  schema: VespaSchema
   app?: Apps | null
   entity?: Entity | null
   timestampRange: { from: number | null; to: number | null } | null
@@ -1344,8 +950,6 @@ export const getItems = async (
   // Construct YQL query with limit and offset
   const yql = `select * from sources ${schema} ${whereClause} ${orderByClause} limit ${limit} offset ${offset}`
 
-  const url = `${vespaEndpoint}/search/`
-
   const searchPayload = {
     yql,
     email,
@@ -1355,26 +959,8 @@ export const getItems = async (
   }
 
   try {
-    const response: Response = await fetch(url, {
-      method: "POST",
-      headers: {
-        "Content-Type": "application/json",
-      },
-      body: JSON.stringify(searchPayload),
-    })
-
-    if (!response.ok) {
-      const errorText = response.statusText
-      throw new Error(
-        `Failed to fetch items: ${response.status} ${response.statusText} - ${errorText}`,
-      )
-    }
-
-    const data: VespaSearchResponse = await response.json()
-    return data
+    return await vespa.getItems(searchPayload)
   } catch (error) {
-    const errMessage = getErrorMessage(error)
-    Logger.error(`Error fetching items: ${errMessage}`)
     throw new ErrorPerformingSearch({
       cause: error as Error,
       sources: schema,
diff --git a/server/search/vespaClient.ts b/server/search/vespaClient.ts
new file mode 100644
index 00000000..9a44e9b5
--- /dev/null
+++ b/server/search/vespaClient.ts
@@ -0,0 +1,642 @@
+import config from "@/config"
+import { getLogger } from "@/logger"
+import { Subsystem } from "@/types"
+import type {
+  VespaAutocompleteResponse,
+  VespaFile,
+  VespaMail,
+  VespaSearchResponse,
+  VespaUser,
+  VespaGetResult,
+  VespaEvent,
+  VespaUserQueryHistory,
+  VespaSchema,
+} from "@/search/types"
+import { getErrorMessage } from "@/utils"
+import type { AppEntityCounts } from "@/search/vespa"
+import { handleVespaGroupResponse } from "@/search/mappers"
+const Logger = getLogger(Subsystem.Vespa).child({ module: "vespa" })
+
+type VespaConfigValues = {
+  namespace?: string
+  schema?: VespaSchema
+  cluster?: string
+}
+
+class VespaClient {
+  private maxRetries: number
+  private retryDelay: number
+  private vespaEndpoint: string
+
+  constructor() {
+    this.maxRetries = config.vespaMaxRetryAttempts || 3
+    this.retryDelay = config.vespaRetryDelay || 1000 // milliseconds
+    this.vespaEndpoint = `http://${config.vespaBaseHost}:8080`
+  }
+
+  private async delay(ms: number): Promise<void> {
+    return new Promise((resolve) => setTimeout(resolve, ms))
+  }
+
+  private async fetchWithRetry(
+    url: string,
+    options: RequestInit,
+    retryCount = 0,
+  ): Promise<Response> {
+    const nonRetryableStatusCodes = [404]
+    try {
+      const response = await fetch(url, options)
+      if (!response.ok) {
+        // Don't need to retry for non-retryable status codes
+        if (nonRetryableStatusCodes.includes(response.status)) {
+          throw new Error(
+            `Non-retryable error: ${response.status} ${response.statusText}`,
+          )
+        }
+
+        // For 5xx errors or network issues, we retry it
+        if (response.status >= 500 && retryCount < this.maxRetries) {
+          await this.delay(this.retryDelay * Math.pow(2, retryCount)) // Exponential backoff
+          return this.fetchWithRetry(url, options, retryCount + 1)
+        }
+      }
+
+      return response
+    } catch (error) {
+      const errorMessage = getErrorMessage(error)
+
+      if (
+        retryCount < this.maxRetries &&
+        !errorMessage.includes("Non-retryable error")
+      ) {
+        await this.delay(this.retryDelay * Math.pow(2, retryCount)) // Exponential backoff
+        return this.fetchWithRetry(url, options, retryCount + 1)
+      }
+      throw error
+    }
+  }
+
+  async search<T>(payload: any): Promise<T> {
+    const url = `${this.vespaEndpoint}/search/`
+    try {
+      const response = await this.fetchWithRetry(url, {
+        method: "POST",
+        headers: {
+          "Content-Type": "application/json",
+        },
+        body: JSON.stringify(payload),
+      })
+
+      if (!response.ok) {
+        const errorText = response.statusText
+        throw new Error(
+          `Failed to fetch documents in searchVespa: ${response.status} ${response.statusText} - ${errorText}`,
+        )
+      }
+
+      return response.json()
+    } catch (error: any) {
+      Logger.error(
+        error,
+        `Error performing search in searchVespa:, ${error} ${(error as Error).stack}`,
+      )
+      throw new Error(`Vespa search error: ${error.message}`)
+    }
+  }
+
+  async deleteAllDocuments(options: VespaConfigValues): Promise<void> {
+    const { cluster, namespace, schema } = options
+    // Construct the DELETE URL
+    const url = `${this.vespaEndpoint}/document/v1/${namespace}/${schema}/docid?selection=true&cluster=${cluster}`
+
+    try {
+      const response: Response = await this.fetchWithRetry(url, {
+        method: "DELETE",
+      })
+
+      if (response.ok) {
+        Logger.info("All documents deleted successfully.")
+      } else {
+        const errorText = response.statusText
+        throw new Error(
+          `Failed to delete documents: ${response.status} ${response.statusText} - ${errorText}`,
+        )
+      }
+    } catch (error) {
+      Logger.error(
+        error,
+        `Error deleting documents:, ${error} ${(error as Error).stack}`,
+      )
+      throw new Error(`Vespa delete error: ${error}`)
+    }
+  }
+
+  async insertDocument(
+    document: VespaFile,
+    options: VespaConfigValues,
+  ): Promise<void> {
+    try {
+      const url = `${this.vespaEndpoint}/document/v1/${options.namespace}/${options.schema}/docid/${document.docId}`
+      const response = await this.fetchWithRetry(url, {
+        method: "POST",
+        headers: {
+          "Content-Type": "application/json",
+        },
+        body: JSON.stringify({ fields: document }),
+      })
+
+      const data = await response.json()
+
+      if (response.ok) {
+        // Logger.info(`Document ${document.docId} inserted successfully`)
+      } else {
+        Logger.error(`Error inserting document ${document.docId}`)
+      }
+    } catch (error) {
+      const errMessage = getErrorMessage(error)
+      Logger.error(
+        error,
+        `Error inserting document ${document.docId}: ${errMessage}`,
+      )
+      throw new Error(
+        `Error inserting document ${document.docId}: ${errMessage}`,
+      )
+    }
+  }
+
+  async insert(
+    document:
+      | VespaUser
+      | VespaFile
+      | VespaMail
+      | VespaEvent
+      | VespaUserQueryHistory,
+    options: VespaConfigValues,
+  ): Promise<void> {
+    try {
+      const url = `${this.vespaEndpoint}/document/v1/${options.namespace}/${options.schema}/docid/${document.docId}`
+      const response = await this.fetchWithRetry(url, {
+        method: "POST",
+        headers: {
+          "Content-Type": "application/json",
+        },
+        body: JSON.stringify({ fields: document }),
+      })
+
+      const data = await response.json()
+
+      if (response.ok) {
+        // Logger.info(`Document ${document.docId} inserted successfully`)
+      } else {
+        // Using status text since response.text() return Body Already used Error
+        const errorText = response.statusText
+        Logger.error(
+          `Error inserting document ${document.docId} for ${options.schema} ${data.message}`,
+        )
+        throw new Error(
+          `Failed to fetch documents: ${response.status} ${response.statusText} - ${errorText}`,
+        )
+      }
+    } catch (error) {
+      const errMessage = getErrorMessage(error)
+      Logger.error(
+        error,
+        `Error inserting document ${document.docId}: ${errMessage} ${(error as Error).stack}`,
+      )
+      throw new Error(
+        `Error inserting document ${document.docId}: ${errMessage} ${(error as Error).stack}`,
+      )
+    }
+  }
+
+  async insertUser(user: VespaUser, options: VespaConfigValues): Promise<void> {
+    try {
+      const url = `${this.vespaEndpoint}/document/v1/${options.namespace}/${options.schema}/docid/${user.docId}`
+      const response = await this.fetchWithRetry(url, {
+        method: "POST",
+        headers: {
+          "Content-Type": "application/json",
+        },
+        body: JSON.stringify({ fields: user }),
+      })
+
+      const data = await response.json()
+
+      if (response.ok) {
+        // Logger.info(`Document ${user.docId} inserted successfully:`, data)
+      } else {
+        Logger.error(`Error inserting user ${user.docId}: ${data}`, data)
+      }
+    } catch (error) {
+      const errorMessage = getErrorMessage(error)
+      Logger.error(error, `Error inserting user ${user.docId}:`, errorMessage)
+      throw new Error(`Error inserting user ${user.docId}: ${errorMessage}`)
+    }
+  }
+
+  async autoComplete<T>(searchPayload: T): Promise<VespaAutocompleteResponse> {
+    try {
+      const url = `${this.vespaEndpoint}/search/`
+      const response = await this.fetchWithRetry(url, {
+        method: "POST",
+        headers: {
+          "Content-Type": "application/json",
+        },
+        body: JSON.stringify(searchPayload),
+      })
+
+      if (!response.ok) {
+        const errorText = response.statusText
+        throw new Error(
+          `Failed to perform autocomplete search: ${response.status} ${response.statusText} - ${errorText}`,
+        )
+      }
+
+      const data = await response.json()
+      return data
+    } catch (error) {
+      Logger.error(
+        error,
+        `Error performing autocomplete search:, ${error} ${(error as Error).stack} `,
+      )
+      throw new Error(
+        `Error performing autocomplete search:, ${error} ${(error as Error).stack} `,
+      )
+      // TODO: instead of null just send empty response
+      throw error
+    }
+  }
+
+  async groupSearch<T>(payload: T): Promise<AppEntityCounts> {
+    try {
+      const url = `${this.vespaEndpoint}/search/`
+      const response = await this.fetchWithRetry(url, {
+        method: "POST",
+        headers: {
+          "Content-Type": "application/json",
+        },
+        body: JSON.stringify(payload),
+      })
+      if (!response.ok) {
+        const errorText = response.statusText
+        throw new Error(
+          `Failed to fetch documents in groupVespaSearch: ${response.status} ${response.statusText} - ${errorText}`,
+        )
+      }
+
+      const data = await response.json()
+      return handleVespaGroupResponse(data)
+    } catch (error) {
+      Logger.error(
+        error,
+        `Error performing search groupVespaSearch:, ${error} - ${(error as Error).stack}`,
+      )
+      throw new Error(
+        `Error performing search groupVespaSearch:, ${error} - ${(error as Error).stack}`,
+      )
+    }
+  }
+
+  async getDocumentCount(schema: VespaSchema, options: VespaConfigValues) {
+    try {
+      // Encode the YQL query to ensure it's URL-safe
+      const yql = encodeURIComponent(
+        `select * from sources ${schema} where true`,
+      )
+      // Construct the search URL with necessary query parameters
+      const url = `${this.vespaEndpoint}/search/?yql=${yql}&hits=0&cluster=${options.cluster}`
+      const response: Response = await this.fetchWithRetry(url, {
+        method: "GET",
+        headers: {
+          Accept: "application/json",
+        },
+      })
+
+      if (!response.ok) {
+        const errorText = response.statusText
+        throw new Error(
+          `Failed to fetch document count: ${response.status} ${response.statusText} - ${errorText}`,
+        )
+      }
+
+      const data = await response.json()
+
+      // Extract the total number of hits from the response
+      const totalCount = data?.root?.fields?.totalCount
+
+      if (typeof totalCount === "number") {
+        Logger.info(
+          `Total documents in schema '${schema}' within namespace '${options.namespace}' and cluster '${options.cluster}': ${totalCount}`,
+        )
+        return data
+      } else {
+        Logger.error(`Unexpected response structure:', ${data}`)
+      }
+    } catch (error) {
+      const errMessage = getErrorMessage(error)
+      Logger.error(error, "Error retrieving document count")
+      throw new Error(`Error retrieving document count: ${errMessage}`)
+    }
+  }
+
+  async getDocument(
+    options: VespaConfigValues & { docId: string },
+  ): Promise<VespaGetResult> {
+    const { docId, namespace, schema } = options
+    const url = `${this.vespaEndpoint}/document/v1/${namespace}/${schema}/docid/${docId}`
+    try {
+      const response = await this.fetchWithRetry(url, {
+        method: "GET",
+        headers: {
+          Accept: "application/json",
+        },
+      })
+      if (!response.ok) {
+        const errorText = response.statusText
+        throw new Error(
+          `Failed to fetch document: ${response.status} ${response.statusText} - ${errorText}`,
+        )
+      }
+
+      const document = await response.json()
+      return document
+    } catch (error) {
+      const errMessage = getErrorMessage(error)
+      throw new Error(`Error fetching document docId: ${docId} - ${errMessage}`)
+    }
+  }
+
+  async updateDocumentPermissions(
+    permissions: string[],
+    options: VespaConfigValues & { docId: string },
+  ): Promise<void> {
+    const { docId, namespace, schema } = options
+
+    const url = `${this.vespaEndpoint}/document/v1/${namespace}/${schema}/docid/${docId}`
+    try {
+      const response = await this.fetchWithRetry(url, {
+        method: "PUT",
+        headers: {
+          "Content-Type": "application/json",
+        },
+        body: JSON.stringify({
+          fields: {
+            permissions: { assign: permissions },
+          },
+        }),
+      })
+
+      if (!response.ok) {
+        const errorText = response.statusText
+        throw new Error(
+          `Failed to update document: ${response.status} ${response.statusText} - ${errorText}`,
+        )
+      }
+
+      Logger.info(
+        `Successfully updated permissions in schema ${schema} for document ${docId}.`,
+      )
+    } catch (error) {
+      const errMessage = getErrorMessage(error)
+      Logger.error(
+        error,
+        `Error updating permissions in schema ${schema} for document ${docId}:`,
+        errMessage,
+      )
+      throw new Error(
+        `Error updating permissions in schema ${schema} for document ${docId}: ${errMessage}`,
+      )
+    }
+  }
+
+  async updateCancelledEvents(
+    cancelledInstances: string[],
+    options: VespaConfigValues & { docId: string },
+  ): Promise<void> {
+    const { docId, namespace, schema } = options
+    const url = `${this.vespaEndpoint}/document/v1/${namespace}/${schema}/docid/${docId}`
+    try {
+      const response = await fetch(url, {
+        method: "PUT",
+        headers: {
+          "Content-Type": "application/json",
+        },
+        body: JSON.stringify({
+          fields: {
+            cancelledInstances: { assign: cancelledInstances },
+          },
+        }),
+      })
+
+      if (!response.ok) {
+        const errorText = response.statusText
+        throw new Error(
+          `Failed to update document: ${response.status} ${response.statusText} - ${errorText}`,
+        )
+      }
+
+      Logger.info(
+        `Successfully updated event instances in schema ${schema} for document ${docId}.`,
+      )
+    } catch (error) {
+      const errMessage = getErrorMessage(error)
+      Logger.error(
+        error,
+        `Error updating event instances in schema ${schema} for document ${docId}:`,
+        errMessage,
+      )
+      throw new Error(
+        `Error updating event instances in schema ${schema} for document ${docId}: ${errMessage}`,
+      )
+    }
+  }
+
+  async updateDocument(
+    updatedFields: Record<string, any>,
+    options: VespaConfigValues & { docId: string },
+  ): Promise<void> {
+    const { docId, namespace, schema } = options
+
+    const url = `${this.vespaEndpoint}/document/v1/${namespace}/${schema}/docid/${docId}`
+    let fields: string[] = []
+    try {
+      const updateObject = Object.entries(updatedFields).reduce(
+        (prev, [key, value]) => {
+          // for logging
+          fields.push(key)
+          prev[key] = { assign: value }
+          return prev
+        },
+        {} as Record<string, any>,
+      )
+      const response = await this.fetchWithRetry(url, {
+        method: "PUT",
+        headers: {
+          "Content-Type": "application/json",
+        },
+        body: JSON.stringify({
+          fields: updateObject,
+        }),
+      })
+
+      if (!response.ok) {
+        const errorText = response.statusText
+        throw new Error(
+          `Failed to update document: ${response.status} ${response.statusText} - ${errorText}`,
+        )
+      }
+
+      Logger.info(
+        `Successfully updated ${fields} in schema ${schema} for document ${docId}.`,
+      )
+    } catch (error) {
+      const errMessage = getErrorMessage(error)
+      Logger.error(
+        error,
+        `Error updating ${fields} in schema ${schema} for document ${docId}:`,
+        errMessage,
+      )
+      throw new Error(
+        `Error updating ${fields} in schema ${schema} for document ${docId}: ${errMessage}`,
+      )
+    }
+  }
+
+  async deleteDocument(
+    options: VespaConfigValues & { docId: string },
+  ): Promise<void> {
+    const { docId, namespace, schema } = options
+    const url = `${this.vespaEndpoint}/document/v1/${namespace}/${schema}/docid/${docId}`
+    try {
+      const response = await this.fetchWithRetry(url, {
+        method: "DELETE",
+      })
+
+      if (!response.ok) {
+        const errorText = response.statusText
+        throw new Error(
+          `Failed to delete document: ${response.status} ${response.statusText} - ${errorText}`,
+        )
+      }
+
+      Logger.info(`Document ${docId} deleted successfully.`)
+    } catch (error) {
+      const errMessage = getErrorMessage(error)
+      Logger.error(error, `Error deleting document ${docId}:  ${errMessage}`)
+      throw new Error(`Error deleting document ${docId}:  ${errMessage}`)
+    }
+  }
+
+  async isDocumentExist(docIds: string[]): Promise<Record<string, boolean>> {
+    // Construct the YQL query
+    const yqlIds = docIds.map((id) => `"${id}"`).join(", ")
+    const yqlQuery = `select docId from sources * where docId in (${yqlIds})`
+
+    const url = `${this.vespaEndpoint}/search/?yql=${encodeURIComponent(yqlQuery)}&hits=${docIds.length}`
+
+    try {
+      const response = await this.fetchWithRetry(url, {
+        method: "GET",
+        headers: {
+          "Content-Type": "application/json",
+        },
+      })
+
+      if (!response.ok) {
+        const errorText = response.statusText
+        throw new Error(
+          `Search query failed: ${response.status} ${response.statusText} - ${errorText}`,
+        )
+      }
+
+      const result = await response.json()
+
+      // Extract the document IDs of the found documents
+      const foundIds =
+        // @ts-ignore
+        result.root.children?.map((hit) => hit.fields.docId) || []
+
+      // Determine which IDs exist and which do not
+      const existenceMap = docIds.reduce(
+        (acc, id) => {
+          acc[id] = foundIds.includes(id)
+          return acc
+        },
+        {} as Record<string, boolean>,
+      )
+
+      return existenceMap // { "id:namespace:doctype::1": true, "id:namespace:doctype::2": false, ... }
+    } catch (error) {
+      const errMessage = getErrorMessage(error)
+      Logger.error(error, `Error checking documents existence:  ${errMessage}`)
+      throw error
+    }
+  }
+
+  async getUsersByNamesAndEmaisl<T>(payload: T) {
+    try {
+      const response = await this.fetchWithRetry(
+        `${this.vespaEndpoint}/search/`,
+        {
+          method: "POST",
+          headers: {
+            "Content-Type": "application/json",
+          },
+          body: JSON.stringify(payload),
+        },
+      )
+
+      if (!response.ok) {
+        const errorText = response.statusText
+        throw new Error(
+          `Failed to perform user search: ${response.status} ${response.statusText} - ${errorText}`,
+        )
+      }
+
+      const data: VespaSearchResponse = await response.json()
+
+      // Parse and return the user results
+      // const users: VespaUser[] =
+      //   data.root.children?.map((child) => {
+      //     const fields = child.fields
+      //     return VespaUserSchema.parse(fields)
+      //   }) || []
+
+      return data
+    } catch (error) {
+      Logger.error(error, `Error searching users: ${error}`)
+      throw error
+    }
+  }
+
+  async getItems<T>(payload: T) {
+    try {
+      const response: Response = await this.fetchWithRetry(
+        `${this.vespaEndpoint}/search/`,
+        {
+          method: "POST",
+          headers: {
+            "Content-Type": "application/json",
+          },
+          body: JSON.stringify(payload),
+        },
+      )
+
+      if (!response.ok) {
+        const errorText = response.statusText
+        throw new Error(
+          `Failed to fetch items: ${response.status} ${response.statusText} - ${errorText}`,
+        )
+      }
+
+      const data: VespaSearchResponse = await response.json()
+      return data
+    } catch (error) {
+      const errMessage = getErrorMessage(error)
+      Logger.error(error, `Error fetching items: ${errMessage}`)
+      throw new Error(`Error fetching items: ${errMessage}`)
+    }
+  }
+}
+
+export default VespaClient
diff --git a/server/server.ts b/server/server.ts
index e6e6ab88..91a9ea9a 100644
--- a/server/server.ts
+++ b/server/server.ts
@@ -4,6 +4,7 @@ import {
   AutocompleteApi,
   autocompleteSchema,
   chatBookmarkSchema,
+  chatDeleteSchema,
   chatHistorySchema,
   chatRenameSchema,
   chatSchema,
@@ -19,7 +20,6 @@ import {
   createOAuthProvider,
   oauthStartQuerySchema,
   searchSchema,
-  UserRole,
 } from "@/types"
 import {
   AddServiceConnection,
@@ -50,23 +50,23 @@ import { GetUserWorkspaceInfo } from "@/api/auth"
 import { AuthRedirectError, InitialisationError } from "@/errors"
 import {
   ChatBookmarkApi,
+  ChatDeleteApi,
   ChatHistory,
   ChatRenameApi,
   GetChatApi,
-  // MessageApiV1,
   MessageApi,
-  MessageApiV2,
   MessageRetryApi,
   UploadFilesApi,
 } from "./api/chat"
 import { z } from "zod"
+import { UserRole } from "./shared/types"
 type Variables = JwtVariables
 
 const clientId = process.env.GOOGLE_CLIENT_ID!
 const clientSecret = process.env.GOOGLE_CLIENT_SECRET!
 const redirectURI = config.redirectUri
-
 const postOauthRedirect = config.postOauthRedirect
+
 const jwtSecret = process.env.JWT_SECRET!
 
 const CookieName = "auth-token"
@@ -101,6 +101,7 @@ const AuthRedirect = async (c: Context, next: Next) => {
     await AuthMiddleware(c, next)
   } catch (err) {
     Logger.error(
+      err,
       `${new AuthRedirectError({ cause: err as Error })} ${(err as Error).stack}`,
     )
     Logger.warn("Redirected by server - Error in AuthMW")
@@ -153,9 +154,10 @@ export const AppRoutes = app
     ChatBookmarkApi,
   )
   .post("/chat/rename", zValidator("json", chatRenameSchema), ChatRenameApi)
+  .post("/chat/delete", zValidator("json", chatDeleteSchema), ChatDeleteApi)
   .get("/chat/history", zValidator("query", chatHistorySchema), ChatHistory)
   // this is event streaming end point
-  .get("/message/create", zValidator("query", messageSchema), MessageApiV2)
+  .get("/message/create", zValidator("query", messageSchema), MessageApi)
   .get(
     "/message/retry",
     zValidator("query", messageRetrySchema),
@@ -334,6 +336,7 @@ app.get(
 
 // Serving exact frontend routes and adding AuthRedirect wherever needed
 app.get("/", AuthRedirect, serveStatic({ path: "./dist/index.html" }))
+app.get("/chat", AuthRedirect, (c) => c.redirect("/"))
 app.get("/auth", serveStatic({ path: "./dist/index.html" }))
 app.get("/search", AuthRedirect, serveStatic({ path: "./dist/index.html" }))
 app.get(
@@ -341,6 +344,11 @@ app.get(
   AuthRedirect,
   serveStatic({ path: "./dist/index.html" }),
 )
+app.get(
+  "/integrations",
+  AuthRedirect,
+  serveStatic({ path: "./dist/index.html" }),
+)
 app.get(
   "/admin/integrations",
   AuthRedirect,
@@ -365,3 +373,8 @@ const server = Bun.serve({
   idleTimeout: 60,
 })
 Logger.info(`listening on port: ${config.port}`)
+
+process.on("uncaughtException", (error) => {
+  Logger.error(error, "uncaughtException")
+  // shutdown server?
+})
diff --git a/server/setup-docker.sh b/server/setup-docker.sh
new file mode 100644
index 00000000..7b27382a
--- /dev/null
+++ b/server/setup-docker.sh
@@ -0,0 +1,25 @@
+#!/bin/bash
+set -e
+
+until docker exec xyne-db pg_isready -U xyne; do
+    echo "Waiting for database connection..."
+    sleep 2
+done
+echo "Database is ready!"
+
+sleep 15
+
+docker exec -it xyne-app bash -c "
+  echo 'Inside xyne-app container...';
+  echo 'Running initialization script...';
+  ./docker-init.sh ;
+  echo 'Initialisation complete. Starting the app...';
+"
+
+echo "Restarting docker vespa...."
+docker restart vespa
+
+
+sleep 10
+
+docker restart xyne-app
\ No newline at end of file
diff --git a/server/shared/types.ts b/server/shared/types.ts
index 19964018..62f283b5 100644
--- a/server/shared/types.ts
+++ b/server/shared/types.ts
@@ -247,3 +247,11 @@ const messageMetadataSchema = z.object({
 })
 
 export type MessageMetadataResponse = z.infer<typeof messageMetadataSchema>
+
+// very rudimentary
+export enum UserRole {
+  User = "User", // can do oauth of their own data or api key based
+  TeamLeader = "TeamLeader", // manage Users
+  Admin = "Admin", // Service account related changes
+  SuperAdmin = "SuperAdmin", // Admin level changes
+}
\ No newline at end of file
diff --git a/server/tests/citations.test.ts b/server/tests/citations.test.ts
new file mode 100644
index 00000000..2945f6de
--- /dev/null
+++ b/server/tests/citations.test.ts
@@ -0,0 +1,96 @@
+import { processMessage, textToCitationIndex } from "@/api/chat"
+import { splitGroupedCitationsWithSpaces } from "@/utils"
+import { describe, expect, test } from "bun:test"
+
+describe("basic citation system", () => {
+  test("should extract single citation", () => {
+    const text = "This is a reference[1] in text"
+    const matches = Array.from(text.matchAll(textToCitationIndex))
+    expect(matches).toHaveLength(1)
+    expect(matches[0][1]).toBe("1")
+  })
+  test("should extract multiple citations", () => {
+    const text = "Multiple citations[1] in this[2] text[3]"
+    const matches = Array.from(text.matchAll(textToCitationIndex))
+    expect(matches).toHaveLength(3)
+    expect(matches.map((m) => m[1])).toEqual(["1", "2", "3"])
+  })
+  test("should handle adjacent citations", () => {
+    const text = "Adjacent citations[1][2][3]here"
+    const matches = Array.from(text.matchAll(textToCitationIndex))
+    expect(matches).toHaveLength(3)
+  })
+  test("should ignore malformed citations", () => {
+    const text = "Ignore these [a] [1.2] [--1] but catch this[1]"
+    const matches = Array.from(text.matchAll(textToCitationIndex))
+    expect(matches).toHaveLength(1)
+    expect(matches[0][1]).toBe("1")
+  })
+})
+
+describe("citation processing", () => {
+  test("should process message with citation map", () => {
+    const text = "See references[1] and[2] here[3]"
+    const citationMap = { 1: 0, 2: 1, 3: 2 }
+    const processed = processMessage(text, citationMap)
+    expect(processed).toBe("See references[1] and[2] here[3]")
+  })
+  test("should handle non-sequential citation mapping", () => {
+    const text = "First[1] and third[3] citation"
+    const citationMap = { 1: 0, 3: 1 }
+    const processed = processMessage(text, citationMap)
+    expect(processed).toBe("First[1] and third[2] citation")
+  })
+
+  test("should handle missing citation indices", () => {
+    const text = "Valid[1] and invalid[5] citations"
+    const citationMap = { 1: 0 }
+    const processed = processMessage(text, citationMap)
+    console.log(processed)
+    // Should preserve the original citation if not in map
+    expect(processed).toBe("Valid[1] and invalid citations")
+  })
+})
+
+describe("Grouped Citation Splitting", () => {
+  test("should split basic grouped citations", () => {
+    const text = "See references [1,2,3] for more info"
+    const result = splitGroupedCitationsWithSpaces(text)
+    expect(result).toBe("See references [1] [2] [3] for more info")
+  })
+  test("should handle multiple grouped citations", () => {
+    const text = "See [1,2] and also [3,4,5]"
+    const result = splitGroupedCitationsWithSpaces(text)
+    expect(result).toBe("See [1] [2] and also [3] [4] [5]")
+  })
+  test("should handle single number in brackets", () => {
+    const text = "Single citation [1]"
+    const result = splitGroupedCitationsWithSpaces(text)
+    expect(result).toBe("Single citation [1]")
+  })
+
+  test("should handle invalid content in grouped citations", () => {
+    const text = "[1,a,2] and [b,c,3] and [1,@,#,2]"
+    const result = splitGroupedCitationsWithSpaces(text)
+    expect(result).toBe(text)
+  })
+
+  test("should handle mixed valid and invalid grouped citations in sentence", () => {
+    const text = "Good [1,2] bad [a,b] ok [3,4]"
+    const result = splitGroupedCitationsWithSpaces(text)
+    expect(result).toBe("Good [1] [2] bad [a,b] ok [3] [4]")
+  })
+
+  // this fails for now
+  test.skip("should handle mixed valid and invalid citations", () => {
+    const text = "Mixed [1,2.5,3] and [a,2,b] citations"
+    const result = splitGroupedCitationsWithSpaces(text)
+    expect(result).toBe("Mixed [1] [3] and [2] citations")
+  })
+
+  test("should handle empty groups", () => {
+    const text = "Empty groups [] and [,,,] and [, ,]"
+    const result = splitGroupedCitationsWithSpaces(text)
+    expect(result).toBe("Empty groups [] and [,,,] and [, ,]")
+  })
+})
diff --git a/server/tests/fetchRetry.test.ts b/server/tests/fetchRetry.test.ts
new file mode 100644
index 00000000..a02b95a7
--- /dev/null
+++ b/server/tests/fetchRetry.test.ts
@@ -0,0 +1,155 @@
+import {
+  describe,
+  expect,
+  test,
+  beforeAll,
+  mock,
+  beforeEach,
+  afterAll,
+} from "bun:test"
+import config from "@/config"
+
+// mocking at top before importing vespaClient
+const mockPinoLogger = {
+  error: mock(() => {}),
+  info: mock(() => {}),
+  warn: mock(() => {}),
+  debug: mock(() => {}),
+  child: () => mockPinoLogger,
+}
+mock.module("../logger", () => ({
+  getLogger: () => mockPinoLogger,
+  LogMiddleware: () => {
+    return async (c: any, next: () => any) => {
+      await next()
+    }
+  },
+}))
+
+const { default: VespaClient } = await import("@/search/vespaClient")
+
+describe("VespaClient", () => {
+  let vespaClient: any
+  const mockPayload = {
+    yql: "select * from sources * where true",
+    query: "What is Vespa?",
+    email: "user@example.com",
+    "ranking.profile": "default",
+    "input.query(e)": "embed(What is Vespa?)",
+    hits: 10,
+    alpha: 0.5,
+    offset: 20,
+    app: "searchApp",
+    entity: "knowledgeBase",
+  }
+
+  mock.module("../config", () => ({
+    vespaMaxRetryAttempts: 3,
+    vespaRetryDelay: 100,
+  }))
+
+  beforeAll(() => {
+    vespaClient = new VespaClient()
+  })
+
+  afterAll(() => {
+    mock.restore()
+  })
+
+  test("search should succeed on first attempt", async () => {
+    const mockResponse = {
+      root: {
+        fields: { totalCount: 1 },
+      },
+    }
+
+    global.fetch = mock(() =>
+      Promise.resolve(
+        new Response(JSON.stringify(mockResponse), { status: 200 }),
+      ),
+    )
+
+    const result = await vespaClient.search(mockPayload)
+
+    expect(result).toEqual(mockResponse)
+    expect(global.fetch).toHaveBeenCalledTimes(1)
+    expect(global.fetch).toHaveBeenCalledWith(
+      `http://${config.vespaBaseHost}:8080/search/`,
+      {
+        method: "POST",
+        headers: {
+          "Content-Type": "application/json",
+        },
+        body: JSON.stringify(mockPayload),
+      },
+    )
+  })
+
+  test("search should not retry on 404", async () => {
+    global.fetch = mock(() =>
+      Promise.resolve(new Response("Not Found", { status: 404 })),
+    )
+
+    try {
+      await vespaClient.search(mockPayload)
+      // Should throw an error
+    } catch (error: any) {
+      expect(error.message).toInclude("Vespa search error")
+      expect(global.fetch).toHaveBeenCalledTimes(1)
+    }
+  })
+
+  test("search should retry on 500 up to maxRetries", async () => {
+    global.fetch = mock(() =>
+      Promise.resolve(new Response("Server Error", { status: 500 })),
+    )
+
+    // Mock setTimeout to speed up tests
+    // @ts-ignore
+    global.setTimeout = mock((fn) => {
+      fn()
+      return 0 as any
+    })
+
+    try {
+      await vespaClient.search(mockPayload)
+      throw new Error("Should have thrown an error")
+    } catch (error: any) {
+      expect(error.message).toInclude("Vespa search error")
+      // Initial request + 3 retries
+      expect(global.fetch).toHaveBeenCalledTimes(
+        config.vespaMaxRetryAttempts + 1,
+      )
+    }
+  })
+
+  test("search should succeed after initial failure", async () => {
+    const mockResponse = {
+      root: {
+        fields: { totalCount: 1 },
+      },
+    }
+
+    global.fetch = mock()
+      .mockImplementationOnce(() =>
+        Promise.resolve(new Response("Server Error", { status: 500 })),
+      )
+      .mockImplementationOnce(() =>
+        Promise.resolve(
+          new Response(JSON.stringify(mockResponse), { status: 200 }),
+        ),
+      )
+
+    // Mock setTimeout to speed up tests
+    // @ts-ignore
+    global.setTimeout = mock((fn) => {
+      fn()
+      return 0 as any
+    })
+
+    const result = await vespaClient.search(mockPayload)
+
+    expect(result).toEqual(mockResponse)
+    expect(global.fetch).toHaveBeenCalledTimes(2)
+  })
+})
diff --git a/server/tests/hybridDefaultYQL.test.ts b/server/tests/hybridDefaultYQL.test.ts
new file mode 100644
index 00000000..3a84322c
--- /dev/null
+++ b/server/tests/hybridDefaultYQL.test.ts
@@ -0,0 +1,154 @@
+import { Apps, DriveEntity } from "@/search/types"
+import { HybridDefaultProfile } from "@/search/vespa"
+import { expect, test, describe } from "bun:test"
+
+describe("HybridDefaultProfile", () => {
+  test("basic query without optional parameters", () => {
+    const result = HybridDefaultProfile(10, null, null)
+    expect(result.profile).toBe("default")
+    expect(result.yql).toContain("{targetHits:10}")
+    expect(result.yql).toContain("permissions contains @email")
+    expect(result.yql).toContain(`and app contains "${Apps.GoogleWorkspace}"`)
+
+    expect(result.yql).not.toContain("entity contains")
+    expect(result.yql).not.toContain("!(docId contains")
+    expect(result.yql).not.toContain("!(labels contains")
+  })
+
+  test("query with app filter", () => {
+    const result = HybridDefaultProfile(5, Apps.Gmail, null)
+    expect(result.yql).toContain("app contains @app")
+    expect(result.yql).not.toContain("entity contains")
+  })
+
+  test("query with entity filter", () => {
+    const result = HybridDefaultProfile(5, null, DriveEntity.Docs)
+    expect(result.yql).toContain("entity contains @entity")
+    expect(result.yql).not.toContain("app contains")
+  })
+
+  test("query with timestamp range", () => {
+    const timestampRange = { from: 1000, to: 2000 }
+    const result = HybridDefaultProfile(
+      5,
+      null,
+      null,
+      "default",
+      timestampRange,
+    )
+    expect(result.yql).toContain("updatedAt >= 1000 and updatedAt <= 2000")
+    expect(result.yql).toContain("timestamp >= 1000 and timestamp <= 2000")
+    expect(result.yql).toContain(
+      "creationTime >= 1000 and creationTime <= 2000",
+    )
+    expect(result.yql).toContain("startTime >= 1000 and startTime <= 2000")
+  })
+
+  test("query with only 'from' in timestamp range", () => {
+    const timestampRange = { from: 1000, to: null }
+    const result = HybridDefaultProfile(
+      5,
+      null,
+      null,
+      "default",
+      timestampRange,
+    )
+    expect(result.yql).not.toContain("updatedAt <= 1000")
+
+    expect(result.yql).toContain("updatedAt >= 1000")
+    expect(result.yql).toContain("timestamp >= 1000")
+    expect(result.yql).toContain("creationTime >= 1000")
+    expect(result.yql).toContain("startTime >= 1000")
+  })
+
+  test("query with only 'to' in timestamp range", () => {
+    const timestampRange = { from: null, to: 1000 }
+    const result = HybridDefaultProfile(
+      5,
+      null,
+      null,
+      "default",
+      timestampRange,
+    )
+    expect(result.yql).not.toContain("updatedAt >= 1000")
+
+    expect(result.yql).toContain("updatedAt <= 1000")
+    expect(result.yql).toContain("timestamp <= 1000")
+    expect(result.yql).toContain("creationTime <= 1000")
+    expect(result.yql).toContain("startTime <= 1000")
+  })
+
+  test("query with excluded IDs", () => {
+    const excludedIds = ["id1", "id2"]
+    const result = HybridDefaultProfile(
+      5,
+      null,
+      null,
+      "default",
+      null,
+      excludedIds,
+    )
+    expect(result.yql).toContain(
+      "!(docId contains 'id1' or docId contains 'id2')",
+    )
+  })
+
+  test("query with mail labels exclusion", () => {
+    const notInMailLabels = ["SPAM", "TRASH"]
+    const result = HybridDefaultProfile(
+      5,
+      null,
+      null,
+      "default",
+      null,
+      [],
+      notInMailLabels,
+    )
+    expect(result.yql).toContain(
+      "!(labels contains 'SPAM' or labels contains 'TRASH')",
+    )
+  })
+
+  test("query with no timerange", () => {
+    const invalidTimestampRange = null
+    const result = HybridDefaultProfile(
+      5,
+      null,
+      null,
+      "default",
+      invalidTimestampRange,
+    )
+    expect(result.yql).not.toContain("updatedAt")
+    expect(result.yql).not.toContain("timestamp")
+    expect(result.yql).not.toContain("creationTime")
+    expect(result.yql).not.toContain("startTime")
+  })
+  test("complex query with multiple parameters", () => {
+    const timestampRange = { from: 1000, to: 2000 }
+    const excludedIds = ["id1"]
+    const notInMailLabels = ["SPAM"]
+
+    const result = HybridDefaultProfile(
+      5,
+      Apps.GoogleWorkspace,
+      DriveEntity.PDF,
+      "default",
+      timestampRange,
+      excludedIds,
+      notInMailLabels,
+    )
+
+    expect(result.yql).toContain("app contains @app")
+    expect(result.yql).toContain("entity contains @entity")
+    expect(result.yql).toContain("!(docId contains 'id1')")
+    expect(result.yql).toContain("!(labels contains 'SPAM')")
+    expect(result.yql).toContain("updatedAt >= 1000 and updatedAt <= 2000")
+  })
+
+  test("query with null timestamp", () => {
+    const timestampRange = { from: null, to: null }
+    expect(() =>
+      HybridDefaultProfile(5, null, null, "default", timestampRange),
+    ).toThrow("Invalid timestamp range")
+  })
+})
diff --git a/server/tsconfig.json b/server/tsconfig.json
index f4530782..c8e4b2fc 100644
--- a/server/tsconfig.json
+++ b/server/tsconfig.json
@@ -27,5 +27,5 @@
     "noPropertyAccessFromIndexSignature": false
   },
   "include": ["."],
-  "exclude": ["node_modules", "build", "eval"]
+  "exclude": ["node_modules", "build"]
 }
diff --git a/server/types.ts b/server/types.ts
index 123989d1..12042afc 100644
--- a/server/types.ts
+++ b/server/types.ts
@@ -108,14 +108,6 @@ export type SaaSJob = {
 
 export type SaaSOAuthJob = Omit<SaaSJob, "userId" | "workspaceId">
 
-// very rudimentary
-export enum UserRole {
-  User = "User", // can do oauth of their own data or api key based
-  TeamLeader = "TeamLeader", // manage Users
-  Admin = "Admin", // Service account related changes
-  SuperAdmin = "SuperAdmin", // Admin level changes
-}
-
 export type TxnOrClient = PgTransaction<any> | PostgresJsDatabase
 
 export type OAuthCredentials = GoogleTokens | any
diff --git a/server/utils.ts b/server/utils.ts
index c95f125b..c341d6f7 100644
--- a/server/utils.ts
+++ b/server/utils.ts
@@ -141,3 +141,28 @@ export const retryWithBackoff = async <T>(
     }
   }
 }
+
+export const splitGroupedCitationsWithSpaces = (text: string): string => {
+  if (!text || typeof text !== "string") {
+    throw new Error("Invalid input text")
+  }
+
+  // Only match groups containing numbers, commas and spaces
+  return text.replace(
+    /\[(\d+(?:\s*,\s*\d+)*)\]/g,
+    (match: string, group: string) => {
+      // Split by comma and clean each number
+      const numbers = group
+        .split(",")
+        .map((n: string) => n.trim())
+        .filter((n: string) => n.length > 0)
+
+      // If no valid numbers found, return original match
+      if (numbers.length === 0) {
+        return match
+      }
+
+      return numbers.map((num: string) => `[${num}]`).join(" ")
+    },
+  )
+}
diff --git a/server/utils/index.ts b/server/utils/index.ts
new file mode 100644
index 00000000..53c78d96
--- /dev/null
+++ b/server/utils/index.ts
@@ -0,0 +1,20 @@
+import type { Cost } from "@/ai/types"
+
+export function getDateForAI() {
+  const today = new Date()
+  const options: Intl.DateTimeFormatOptions = {
+    day: "2-digit",
+    month: "2-digit",
+    year: "numeric",
+  }
+  return today.toLocaleDateString("en-GB", options)
+}
+
+export const calculateCost = (
+  { inputTokens, outputTokens }: { inputTokens: number; outputTokens: number },
+  cost: Cost,
+): number => {
+  const inputCost = (inputTokens / 1000) * cost.pricePerThousandInputTokens
+  const outputCost = (outputTokens / 1000) * cost.pricePerThousandOutputTokens
+  return inputCost + outputCost
+}
diff --git a/server/vespa/deploy-docker.sh b/server/vespa/deploy-docker.sh
new file mode 100755
index 00000000..2cb98386
--- /dev/null
+++ b/server/vespa/deploy-docker.sh
@@ -0,0 +1,58 @@
+## FOR DOCKER ENV
+
+#!/bin/sh
+set -e
+
+mkdir -p models
+TOKENIZER_URL=""
+MODEL_URL=""
+DIMS=
+
+# URLs to download
+if [ "$EMBEDDING_MODEL" = "bge-small-en-v1.5" ] || [ -z "$EMBEDDING_MODEL" ]; then
+    TOKENIZER_URL="https://huggingface.co/BAAI/bge-small-en-v1.5/resolve/main/tokenizer.json"
+    MODEL_URL="https://huggingface.co/BAAI/bge-small-en-v1.5/resolve/main/onnx/model.onnx"
+    DIMS=384
+    echo "Deploying embedding model: bge-small-en-v1.5"
+elif [ "$EMBEDDING_MODEL" = "bge-base-en-v1.5" ]; then
+    TOKENIZER_URL="https://huggingface.co/BAAI/bge-base-en-v1.5/resolve/main/tokenizer.json"
+    MODEL_URL="https://huggingface.co/BAAI/bge-base-en-v1.5/resolve/main/onnx/model.onnx"
+    DIMS=768
+    echo "Deploying embedding model: $EMBEDDING_MODEL"
+elif [ "$EMBEDDING_MODEL" = "bge-large-en-v1.5" ]; then
+    TOKENIZER_URL="https://huggingface.co/BAAI/bge-large-en-v1.5/resolve/main/tokenizer.json"
+    MODEL_URL="https://huggingface.co/BAAI/bge-large-en-v1.5/resolve/main/onnx/model.onnx"
+    DIMS=1024
+    echo "Deploying embedding model: $EMBEDDING_MODEL"
+else
+    echo "Error: Unknown EMBEDDING_MODEL value '$EMBEDDING_MODEL'. please add one of ['bge-small-en-v1.5','bge-base-en-v1.5','bge-large-en-v1.5']"
+    exit 1
+fi
+
+bun run replaceDIMS.ts "$DIMS"
+
+# File paths
+TOKENIZER_FILE="models/tokenizer.json"
+MODEL_FILE="models/model.onnx"
+
+# Download the tokenizer if it doesn't exist
+if [ -f "$TOKENIZER_FILE" ]; then
+    echo "Model tokenizer already exists"
+else
+    echo "Downloading model tokenizer..."
+    curl -L -o "$TOKENIZER_FILE" "$TOKENIZER_URL"
+fi
+
+# Download the model if it doesn't exist
+if [ -f "$MODEL_FILE" ]; then
+    echo "Model onnx already exists"
+else
+    echo "Downloading model onnx..."
+    curl -L -o "$MODEL_FILE" "$MODEL_URL"
+fi
+
+
+echo "Deploying docker vespa at http://vespa:8080..."
+vespa deploy --wait 500 --target http://vespa:19071
+# vespa destroy
+vespa status --wait 55 --target http://vespa:19071
diff --git a/server/vespa/deploy-pod.sh b/server/vespa/deploy-pod.sh
new file mode 100755
index 00000000..53243d7b
--- /dev/null
+++ b/server/vespa/deploy-pod.sh
@@ -0,0 +1,34 @@
+#!/bin/sh
+set -e
+
+vespa config set target $VESPA_URL
+
+mkdir -p models
+
+# URLs to download
+TOKENIZER_URL="https://huggingface.co/Xenova/bge-small-en-v1.5/raw/main/tokenizer.json"
+MODEL_URL="https://huggingface.co/Xenova/bge-small-en-v1.5/resolve/main/onnx/model_quantized.onnx"
+
+# File paths
+TOKENIZER_FILE="models/tokenizer.json"
+MODEL_FILE="models/model_quantized.onnx"
+
+# Download the tokenizer if it doesn't exist
+if [ -f "$TOKENIZER_FILE" ]; then
+    echo "Model tokenizer already exists"
+else
+    echo "Downloading model tokenizer..."
+    curl -L -o "$TOKENIZER_FILE" "$TOKENIZER_URL"
+fi
+
+# Download the model if it doesn't exist
+if [ -f "$MODEL_FILE" ]; then
+    echo "Model onnx already exists"
+else
+    echo "Downloading model onnx..."
+    curl -L -o "$MODEL_FILE" "$MODEL_URL"
+fi
+
+vespa deploy
+# vespa destroy
+vespa status --wait 55
\ No newline at end of file
diff --git a/server/vespa/deploy.sh b/server/vespa/deploy.sh
index 4bdfd22a..cef88dee 100755
--- a/server/vespa/deploy.sh
+++ b/server/vespa/deploy.sh
@@ -1,15 +1,39 @@
+## FOR PROD & DEV ENV
+
 #!/bin/sh
 set -e
 
 mkdir -p models
+TOKENIZER_URL=""
+MODEL_URL=""
+DIMS=
 
 # URLs to download
-TOKENIZER_URL="https://huggingface.co/Xenova/bge-small-en-v1.5/raw/main/tokenizer.json"
-MODEL_URL="https://huggingface.co/Xenova/bge-small-en-v1.5/resolve/main/onnx/model_quantized.onnx"
+if [ "$EMBEDDING_MODEL" = "bge-small-en-v1.5" ] || [ -z "$EMBEDDING_MODEL" ]; then
+    TOKENIZER_URL="https://huggingface.co/BAAI/bge-small-en-v1.5/resolve/main/tokenizer.json"
+    MODEL_URL="https://huggingface.co/BAAI/bge-small-en-v1.5/resolve/main/onnx/model.onnx"
+    DIMS=384
+    echo "Deploying embedding model: bge-small-en-v1.5"
+elif [ "$EMBEDDING_MODEL" = "bge-base-en-v1.5" ]; then
+    TOKENIZER_URL="https://huggingface.co/BAAI/bge-base-en-v1.5/resolve/main/tokenizer.json"
+    MODEL_URL="https://huggingface.co/BAAI/bge-base-en-v1.5/resolve/main/onnx/model.onnx"
+    DIMS=768
+    echo "Deploying embedding model: $EMBEDDING_MODEL"
+elif [ "$EMBEDDING_MODEL" = "bge-large-en-v1.5" ]; then
+    TOKENIZER_URL="https://huggingface.co/BAAI/bge-large-en-v1.5/resolve/main/tokenizer.json"
+    MODEL_URL="https://huggingface.co/BAAI/bge-large-en-v1.5/resolve/main/onnx/model.onnx"
+    DIMS=1024
+    echo "Deploying embedding model: $EMBEDDING_MODEL"
+else
+    echo "Error: Unknown EMBEDDING_MODEL value '$EMBEDDING_MODEL'. please add one of ['bge-small-en-v1.5','bge-base-en-v1.5','bge-large-en-v1.5']"
+    exit 1
+fi
+
+bun run replaceDIMS.ts "$DIMS"
 
 # File paths
 TOKENIZER_FILE="models/tokenizer.json"
-MODEL_FILE="models/model_quantized.onnx"
+MODEL_FILE="models/model.onnx"
 
 # Download the tokenizer if it doesn't exist
 if [ -f "$TOKENIZER_FILE" ]; then
@@ -27,7 +51,10 @@ else
     curl -L -o "$MODEL_FILE" "$MODEL_URL"
 fi
 
-vespa deploy
+
+echo "Deploying vespa..."
+vespa deploy --wait 500
+echo "Restarting vespa...."
 docker restart vespa
 # vespa destroy
-vespa status --wait 55
\ No newline at end of file
+vespa status --wait 55
diff --git a/server/vespa/replaceDIMS.ts b/server/vespa/replaceDIMS.ts
new file mode 100644
index 00000000..cba9b178
--- /dev/null
+++ b/server/vespa/replaceDIMS.ts
@@ -0,0 +1,54 @@
+import * as fs from "fs"
+import * as path from "path"
+
+const args = process.argv.slice(2)
+
+if (!args.length) {
+  throw new Error(
+    "Model dimensions are missing. Please provide the model dimensions as an argument.",
+  )
+}
+
+if (Number.isNaN(parseInt(args[0]))) {
+  throw new Error("invalid dimensions")
+}
+
+const replaceDimensions = (filePath: string, modelDimension: number): void => {
+  try {
+    const schemaContent = fs.readFileSync(filePath, "utf8")
+    const replacedContent = schemaContent.replace(
+      /v\[(?:DIMS|\d+)\]/g,
+      `v[${modelDimension.toString()}]`,
+    )
+
+    // Write the modified content to the output file
+    fs.writeFileSync(filePath, replacedContent, "utf8")
+  } catch (error) {
+    console.error("Error processing Vespa schema file:", error)
+    process.exit(1)
+  }
+}
+
+const replaceModelDIMS = (
+  filePaths: Array<string>,
+  modelDimension: number,
+): void => {
+  filePaths.forEach((p) => {
+    try {
+      replaceDimensions(p, modelDimension)
+    } catch (error) {
+      console.error(`Failed to process ${p}:`, error)
+    }
+  })
+}
+
+const getSchemaDefinitionPaths = (directory: string) => {
+  return fs
+    .readdirSync(directory)
+    .filter((file) => path.extname(file) === ".sd")
+    .map((file) => path.join(directory, file))
+}
+
+const paths = getSchemaDefinitionPaths("./schemas")
+
+replaceModelDIMS(paths, parseInt(args[0]))
diff --git a/server/vespa/schemas/event.sd b/server/vespa/schemas/event.sd
index f791e2dc..09b24dec 100644
--- a/server/vespa/schemas/event.sd
+++ b/server/vespa/schemas/event.sd
@@ -84,7 +84,9 @@ schema event {
             index: enable-bm25
         }
 
-        field attendees type array<user_info> {}
+        field attendees type array<user_info> {
+            indexing: summary
+        }
 
         field startTime type long {
             indexing: attribute | summary
@@ -132,7 +134,7 @@ schema event {
         }
     }
 
-     field chunk_embeddings type tensor<bfloat16>(v[384])  {
+     field chunk_embeddings type tensor<bfloat16>(v[DIMS])  {
         indexing: (input name || "") . " " .(input description || ""). " " .((input attachmentFilenames | for_each { _ }) . " " || ""). " " .(input url || "") | embed | attribute | index
         attribute {
             distance-metric: angular
@@ -151,12 +153,12 @@ schema event {
     }
 
     fieldset default {
-        fields: name, description, attachmentFilenames, attendeesNames, app, url, baseUrl
+        fields: name, description, attachmentFilenames, attendeesNames, app, url, baseUrl, attendees
     }
 
     rank-profile default {
         inputs {
-            query(e) tensor<bfloat16>(v[384])
+            query(e) tensor<bfloat16>(v[DIMS])
         }
 
         function scale(val) {
@@ -179,18 +181,18 @@ schema event {
         function combined_bm25() {
             expression {
                 (scale(bm25(name)) + scale(bm25(url))) +
-                (0.3 * (scale(bm25(description)) + (scale(bm25(attachmentFilenames)) + scale(bm25(attendeesNames))))) 
+                ((scale(bm25(description)) + (scale(bm25(attachmentFilenames)) + scale(bm25(attendeesNames))))) 
             }
         }
 
         first-phase {
-            expression: (0.3 * vector_score) + combined_bm25
+            expression: (vector_score) + combined_bm25
         }
 
         global-phase {
             expression {
               (
-                (0.3 * normalize_linear(vector_score)) +
+                (normalize_linear(vector_score)) +
                 combined_bm25 + 
                 freshness_weight
               )
diff --git a/server/vespa/schemas/file.sd b/server/vespa/schemas/file.sd
index 739db64a..92c82851 100644
--- a/server/vespa/schemas/file.sd
+++ b/server/vespa/schemas/file.sd
@@ -69,7 +69,7 @@ schema file {
     }
   }
 
-  field chunk_embeddings type tensor<bfloat16>(p{}, v[384])  {
+  field chunk_embeddings type tensor<bfloat16>(p{}, v[DIMS])  {
     indexing: input chunks | embed | attribute | index
     attribute {
         distance-metric: angular
@@ -99,7 +99,7 @@ schema file {
   rank-profile initial {
     # Inputs for the query vector and alpha for hybrid search
     inputs {
-      query(e) tensor<bfloat16>(v[384])  # Query embedding
+      query(e) tensor<bfloat16>(v[DIMS])  # Query embedding
       query(alpha) double  # Alpha parameter for hybrid weight
     }
 
@@ -115,7 +115,7 @@ schema file {
 
     # First phase combines BM25 (title and chunks) and vector similarity (chunks)
     first-phase {
-      expression: (query(alpha) * chunk_vector_score) + ((1 - query(alpha)) * (bm25(chunks) +bm25(title)))
+      expression: (query(alpha) * chunk_vector_score) + ((1 - query(alpha)) * (bm25(chunks) + bm25(title)))
     }
 
     # Global phase (optional if more complex reranking is needed)
diff --git a/server/vespa/schemas/mail.sd b/server/vespa/schemas/mail.sd
index 79997cad..74296c11 100644
--- a/server/vespa/schemas/mail.sd
+++ b/server/vespa/schemas/mail.sd
@@ -95,7 +95,7 @@ schema mail {
     attribute: fast-search
   }
   }
-  field chunk_embeddings type tensor<bfloat16>(p{}, v[384])  {
+  field chunk_embeddings type tensor<bfloat16>(p{}, v[DIMS])  {
     indexing: guard { input chunks } | embed | attribute | index
     attribute {
       distance-metric: angular
@@ -123,7 +123,7 @@ schema mail {
   # Hybrid search rank profile combining BM25 for subject and chunks, and vector search for chunk embeddings
   rank-profile initial {
     inputs {
-      query(e) tensor<bfloat16>(v[384])  # Query embedding
+      query(e) tensor<bfloat16>(v[DIMS])  # Query embedding
       query(alpha) double  # Alpha parameter for hybrid weight
     }
 
diff --git a/server/vespa/services.xml b/server/vespa/services.xml
index da5537ea..bdc32e14 100644
--- a/server/vespa/services.xml
+++ b/server/vespa/services.xml
@@ -1,14 +1,21 @@
 <services version="1.0">
     <container id="my_container" version="1.0">
-    <!-- https://docs.vespa.ai/en/onnx.html#using-optimum-to-export-models-to-onnx-format -->
+        <!-- https://docs.vespa.ai/en/onnx.html#using-optimum-to-export-models-to-onnx-format -->
         <component id="hf-embedder" type="hugging-face-embedder">
-            <transformer-model path="models/model_quantized.onnx"/>
-            <tokenizer-model path="models/tokenizer.json"/>
+            <transformer-model path="models/model.onnx" />
+            <tokenizer-model path="models/tokenizer.json" />
         </component>
         <search />
         <document-api />
     </container>
     <content id="my_content" version="1.0">
+        <engine>
+            <proton>
+                <resource-limits>
+                    <disk>0.90</disk>
+                </resource-limits>
+            </proton>
+        </engine>
         <redundancy reply-after="1">1</redundancy>
         <documents>
             <document type="file" mode="index" />
diff --git a/server/vespa/validation-overrides.xml b/server/vespa/validation-overrides.xml
index e7333d77..12972861 100644
--- a/server/vespa/validation-overrides.xml
+++ b/server/vespa/validation-overrides.xml
@@ -1,4 +1,4 @@
 <validation-overrides>
-  <allow until="2024-11-25">indexing-change</allow>
-   <allow until='2024-11-26'>field-type-change</allow>
+  <allow until="2025-01-25">indexing-change</allow>
+   <allow until='2025-01-26'>field-type-change</allow>
 </validation-overrides>
diff --git a/start-aws-linux.sh b/start-aws-linux.sh
new file mode 100755
index 00000000..45deadc9
--- /dev/null
+++ b/start-aws-linux.sh
@@ -0,0 +1,94 @@
+#!/bin/bash
+set -e
+
+if [[ "$1" == "--prod" ]]; then
+  echo "Running in production mode....."
+# Install Bun (JavaScript runtime)
+echo "Installing Bun..."
+cd ~
+curl -fsSL https://bun.sh/install | bash
+source ~/.bashrc
+bun --version
+
+# Install Docker and start the Docker service
+echo "Installing Docker..."
+sudo yum install -y docker
+sudo service docker start
+
+# Add the current user to the Docker group (so you don't need to use `sudo` with Docker commands)
+sudo usermod -a -G docker $USER
+
+# Install Docker Compose
+echo "Installing Docker Compose..."
+curl -s https://api.github.com/repos/docker/compose/releases/latest | grep browser_download_url  | grep docker-compose-linux-x86_64 | cut -d '"' -f 4 | wget -qi -
+chmod +x docker-compose-linux-x86_64
+sudo mv docker-compose-linux-x86_64 /usr/local/bin/docker-compose
+docker-compose --version
+
+# Install Vespa CLI (you can replace the version with the latest)
+echo "Installing Vespa CLI..."
+wget https://github.com/vespa-engine/vespa/releases/download/v8.453.24/vespa-cli_8.453.24_linux_amd64.tar.gz
+tar -xzf vespa-cli_8.453.24_linux_amd64.tar.gz
+sudo mv vespa-cli_8.453.24_linux_amd64/bin/vespa /usr/local/bin/
+vespa version
+
+cd xyne
+# Give execute permissions to the init-script.sh inside the server folder
+echo "Setting execute permissions for init-script.sh..."
+chmod +x ./server/init-script.sh
+
+# Start the Docker Compose services in the background
+echo "Starting Docker Compose services..."
+docker-compose -f deployment/docker-compose.prod.yml up -d
+
+# Wait for the containers to be fully initialized (You can customize the wait time or logic)
+echo "Waiting for services to be ready..."
+# Wait for the xyne-db container to be ready (PostgreSQL service)
+until docker exec xyne-db pg_isready -U xyne; do
+  echo "Waiting for database connection..."
+  sleep 2
+done
+echo "Database is ready!"
+
+# Run init-script.sh to initialize the services
+echo "Running init-script.sh..."
+cd ./server
+./init-script.sh
+
+# You can add more logic here to monitor or wait for other processes, if needed
+echo "Initialization complete!"
+
+# Finally, run the server
+echo "Starting the app..."
+sudo NODE_ENV=production $(which  bun) run server.ts
+
+elif [[ "$1" == "--docker" ]]; then
+  echo "Running using docker images .... "
+    # Start the Docker Compose services in the background
+  echo "Starting Docker Compose services..."
+  chmod +x ./server/init-vespa.sh 
+
+  ./server/init-vespa.sh
+
+  docker-compose -f deployment/docker-compose.yml up --build -d
+    # Wait for the containers to be fully initialized (You can customize the wait time or logic)
+  echo "Waiting for services to be ready..."
+  # Wait for the xyne-db container to be ready (PostgreSQL service)
+  until docker exec xyne-db pg_isready -U xyne; do
+    echo "Waiting for database connection..."
+    sleep 2
+  done
+  echo "Database is ready!"
+
+  sleep 15
+
+  docker exec -it xyne-app bash -c "
+    echo 'Inside xyne-app container...';
+    echo 'Running initialization script...';
+    ./docker-init.sh;
+    echo 'Initialisation complete. Starting the app...';
+  "
+  docker restart xyne-app
+fi
+
+echo "Started xyne-app...."
\ No newline at end of file

From ecfc704f1919367b3eabd8037a6c499a8e9a595b Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Sun, 19 Jan 2025 17:13:43 +0530
Subject: [PATCH 35/36] Remove unnecessary code

---
 server/integrations/google/sync.ts | 2 --
 1 file changed, 2 deletions(-)

diff --git a/server/integrations/google/sync.ts b/server/integrations/google/sync.ts
index 8715e5d2..7e223b10 100644
--- a/server/integrations/google/sync.ts
+++ b/server/integrations/google/sync.ts
@@ -89,7 +89,6 @@ const getDocumentOrSpreadsheet = async (docId: string) => {
     const doc = await getDocumentOrNull(fileSchema, docId)
     if (!doc) {
       Logger.error(
-        err,
         `Found no document with ${docId}, checking for spreadsheet with ${docId}_0`,
       )
       const sheetsForSpreadSheet = await GetDocument(fileSchema, `${docId}_0`)
@@ -832,7 +831,6 @@ const handleGoogleCalendarEventsChanges = async (
               const eventId = splittedId[0]
               const instanceDateTime = splittedId[1]
               Logger.error(
-                err,
                 `Found no document with ${docId}, checking for event with ${eventId}`,
               )
               // Update this event and add a instanceDateTime cancelledInstances property

From a040cffbbe46c3a20f35b347e9cdef348e81dea8 Mon Sep 17 00:00:00 2001
From: kalpadhwaryu <kalpadhwaryu1581@gmail.com>
Date: Mon, 20 Jan 2025 13:42:02 +0530
Subject: [PATCH 36/36] Fix types

---
 frontend/src/routes/_authenticated/chat.tsx | 3 +--
 server/api/chat.ts                          | 5 +++--
 server/search/vespaClient.ts                | 4 +++-
 3 files changed, 7 insertions(+), 5 deletions(-)

diff --git a/frontend/src/routes/_authenticated/chat.tsx b/frontend/src/routes/_authenticated/chat.tsx
index af5ee074..794228ba 100644
--- a/frontend/src/routes/_authenticated/chat.tsx
+++ b/frontend/src/routes/_authenticated/chat.tsx
@@ -243,7 +243,6 @@ export const ChatPage = ({ user, workspace }: ChatPageProps) => {
       currentRespRef.current = null
     }
     inputRef.current?.focus()
-    setQuery("")
   }, [
     data?.chat?.isBookmarked,
     data?.chat?.title,
@@ -1254,4 +1253,4 @@ export const Route = createFileRoute("/_authenticated/chat")({
     return <ChatPage user={user} workspace={workspace} />
   },
   errorComponent: errorComponent,
-})
\ No newline at end of file
+})
diff --git a/server/api/chat.ts b/server/api/chat.ts
index 3d72c98f..3af740d4 100644
--- a/server/api/chat.ts
+++ b/server/api/chat.ts
@@ -177,7 +177,7 @@ const saveToDownloads = async (file: Blob) => {
 
   // Save the file
   try {
-    await fs.promises.writeFile(filePath, fileBuffer)
+    await fs.promises.writeFile(filePath, new Uint8Array(fileBuffer))
     Logger.info(`File saved successfully to ${filePath}`)
   } catch (err) {
     console.error("Error saving file:", err)
@@ -1655,6 +1655,7 @@ export const MessageRetryApi = async (c: Context) => {
               message,
               classification,
               convWithNoErrMsg,
+              originalMessage.chatExternalId,
             )
             // throw new Error("Hello, how are u doing?")
             stream.writeSSE({
@@ -1805,4 +1806,4 @@ export const MessageRetryApi = async (c: Context) => {
       message: "Could not retry message",
     })
   }
-}
\ No newline at end of file
+}
diff --git a/server/search/vespaClient.ts b/server/search/vespaClient.ts
index 9a44e9b5..f6da4380 100644
--- a/server/search/vespaClient.ts
+++ b/server/search/vespaClient.ts
@@ -11,6 +11,7 @@ import type {
   VespaEvent,
   VespaUserQueryHistory,
   VespaSchema,
+  VespaChatAttachment,
 } from "@/search/types"
 import { getErrorMessage } from "@/utils"
 import type { AppEntityCounts } from "@/search/vespa"
@@ -170,7 +171,8 @@ class VespaClient {
       | VespaFile
       | VespaMail
       | VespaEvent
-      | VespaUserQueryHistory,
+      | VespaUserQueryHistory
+      | VespaChatAttachment,
     options: VespaConfigValues,
   ): Promise<void> {
     try {