Will come back to this

Modules/LlmDriver/app/BaseClient.php

@@ -7,6 +7,7 @@
 use LlmLaraHub\LlmDriver\Functions\Chat;
 use LlmLaraHub\LlmDriver\Functions\CreateDocument;
 use LlmLaraHub\LlmDriver\Functions\CreateEventTool;
+use LlmLaraHub\LlmDriver\Functions\CreateTasksTool;
 use LlmLaraHub\LlmDriver\Functions\FunctionContract;
 use LlmLaraHub\LlmDriver\Functions\FunctionDto;
 use LlmLaraHub\LlmDriver\Functions\GatherInfoTool;
@@ -29,6 +30,8 @@ abstract class BaseClient
 
     protected int $poolSize = 3;
 
+    protected ?string $system = null;
+
     protected bool $limitByShowInUi = false;
 
     protected ToolTypes $toolType = ToolTypes::NoFunction;
@@ -66,6 +69,7 @@ public function getFunctions(): array
                 new CreateEventTool(),
                 //new CreateDocument(),
                 new SatisfyToolsRequired(),
+                new CreateTasksTool(),
                 //new Chat(),
             ]
         );
@@ -117,6 +121,12 @@ public function modifyPayload(array $payload, bool $noTools = false): array
             $payload['tools'] = $this->getFunctions();
         }
 
+
+        if ($this->system) {
+            $payload['system'] = $this->system;
+        }
+
+
         $payload = $this->addJsonFormat($payload);
 
         return $payload;

Modules/LlmDriver/app/ClaudeClient.php

@@ -6,6 +6,7 @@
 use App\Models\Setting;
 use Illuminate\Http\Client\Pool;
 use Illuminate\Http\Client\Response;
+use Illuminate\Support\Arr;
 use Illuminate\Support\Facades\Http;
 use Illuminate\Support\Facades\Log;
 use Illuminate\Support\Str;
@@ -345,11 +346,17 @@ public function remapMessages(array $messages, bool $userLast = false): array
         /**
          * Claude needs to not start with a system message
          */
-        $messages = collect($messages)->transform(function ($item) {
-            if ($item->role === 'system') {
-                $item->role = 'assistant';
-            }
+        $messages = collect($messages)
+            ->filter(function ($item) {
+                if ($item->role === 'system') {
+                    $this->system = $item->content;
+
+                    return false;
+                }
 
+                return true;
+            })
+            ->transform(function (MessageInDto $item) {
             /**
              * @NOTE
              * Claude does not like to end a certain way
@@ -378,11 +385,6 @@ public function remapMessages(array $messages, bool $userLast = false): array
                 $toolId = data_get($item, 'tool_id', 'toolu_'.Str::random(32));
                 $tool = data_get($item, 'tool', 'unknown_tool');
                 $args = data_get($item, 'args', '{}');
-                Log::info('Claude Tool Found', [
-                    'tool' => $tool,
-                    'tool_id' => $toolId,
-                    'args' => $args,
-                ]);
 
                 $content = $item['content'];
 
@@ -452,12 +454,15 @@ public function remapMessages(array $messages, bool $userLast = false): array
 
         }
 
-        $lastMessage = end($newMessagesArray);
-        if ($lastMessage['role'] !== 'user') {
-            $newMessagesArray[] = [
-                'role' => 'user',
-                'content' => 'Using the surrounding context to continue this response thread',
-            ];
+        if ($userLast) {
+            $last = Arr::last($newMessagesArray);
+
+            if ($last['role'] === 'assistant') {
+                $newMessagesArray[] = [
+                    'role' => 'user',
+                    'content' => 'Using the surrounding context to continue this response thread',
+                ];
+            }
         }
 
         return $newMessagesArray;

Modules/LlmDriver/app/Functions/CreateTasksTool.php

@@ -0,0 +1,113 @@
+<?php
+
+namespace LlmLaraHub\LlmDriver\Functions;
+
+use App\Models\Message;
+use App\Models\Project;
+use App\Models\Task;
+use Facades\App\Domains\Sources\WebSearch\GetPage;
+use Illuminate\Support\Facades\Log;
+use LlmLaraHub\LlmDriver\Responses\FunctionResponse;
+use LlmLaraHub\LlmDriver\ToolsHelper;
+
+class CreateTasksTool extends FunctionContract
+{
+    protected string $name = 'create_tasks_tool';
+
+    protected string $description = 'If the Campaign needs to have tasks created or the users prompt requires it you can use this tool to make multiple tasks';
+
+    public bool $showInUi = true;
+
+    public array $toolTypes = [
+        ToolTypes::Source,
+        ToolTypes::Output,
+        ToolTypes::Chat,
+        ToolTypes::ChatCompletion,
+    ];
+
+
+    public function handle(
+        Message $message,
+        array $args = []): FunctionResponse
+    {
+        Log::info('TaskTool called');
+
+        foreach (data_get($args, 'tasks', []) as $taskArg) {
+            $name = data_get($taskArg, 'name', null);
+            $details = data_get($taskArg, 'details', null);
+            $due_date = data_get($taskArg, 'due_date', null);
+            $assistant = data_get($taskArg, 'assistant', false);
+            $user_id = data_get($taskArg, 'user_id', null);
+
+            $project = $message->chat->getChatable();
+
+            Task::updateOrCreate([
+                'name' => $name,
+                'project_id' => $project->id,
+            ],
+                [
+                    'details' => $details,
+                    'due_date' => $due_date,
+                    'assistant' => $assistant,
+                    'user_id' => $user_id,
+                ]);
+        }
+
+        return FunctionResponse::from([
+            'content' => json_encode($args),
+        ]);
+    }
+
+    /**
+     * @return PropertyDto[]
+     */
+    protected function getProperties(): array
+    {
+        return [
+            new PropertyDto(
+                name: 'tasks',
+                description: 'Array of task objects',
+                type: 'array',
+                required: true,
+                properties: [
+                    new PropertyDto(
+                        name: 'items',
+                        description: 'Task object',
+                        type: 'object',
+                        required: true,
+                        properties: [
+                            new PropertyDto(
+                                name: 'name',
+                                description: 'Name of the task',
+                                type: 'string',
+                                required: true
+                            ),
+                            new PropertyDto(
+                                name: 'details',
+                                description: 'Detailed info of the task',
+                                type: 'string',
+                                required: true
+                            ),
+                            new PropertyDto(
+                                name: 'due_date',
+                                description: 'Due date if any format "Y-m-d"',
+                                type: 'string',
+                                required: true
+                            ),
+                            new PropertyDto(
+                                name: 'assistant',
+                                description: 'Should the assistant be assigned this true or false',
+                                type: 'string',
+                            ),
+                            new PropertyDto(
+                                name: 'user_id',
+                                description: 'User id if assigned to a user',
+                                type: 'string',
+                            ),
+                        ]
+                    ),
+                ]
+            ),
+        ];
+    }
+}

Modules/LlmDriver/app/LlmDriverClient.php

@@ -2,6 +2,7 @@
 
 namespace LlmLaraHub\LlmDriver;
 
+use LlmLaraHub\LlmDriver\Functions\CreateTasksTool;
 use LlmLaraHub\LlmDriver\Functions\GatherInfoTool;
 use LlmLaraHub\LlmDriver\Functions\ReportingTool;
 use LlmLaraHub\LlmDriver\Functions\SearchAndSummarize;
@@ -63,6 +64,7 @@ public function getFunctions(): array
             (new StandardsChecker())->getFunction(),
             (new ReportingTool())->getFunction(),
             (new GatherInfoTool())->getFunction(),
+            (new CreateTasksTool())->getFunction(),
         ];
     }
 

Modules/LlmDriver/app/LlmServiceProvider.php

@@ -7,6 +7,7 @@
 use Illuminate\Support\ServiceProvider;
 use LlmLaraHub\LlmDriver\DistanceQuery\DistanceQueryClient;
 use LlmLaraHub\LlmDriver\Functions\CreateEventTool;
+use LlmLaraHub\LlmDriver\Functions\CreateTasksTool;
 use LlmLaraHub\LlmDriver\Functions\GatherInfoTool;
 use LlmLaraHub\LlmDriver\Functions\GetWebSiteFromUrlTool;
 use LlmLaraHub\LlmDriver\Functions\ReportingTool;
@@ -98,6 +99,10 @@ public function boot(): void
             return new CreateEventTool();
         });
 
+        $this->app->bind('create_tasks_tool', function () {
+            return new CreateTasksTool();
+        });
+
     }
 
     /**

Modules/LlmDriver/tests/Feature/CreateTasksToolTest.php

@@ -0,0 +1,56 @@
+<?php
+
+namespace LlmLaraHub\LlmDriver\Tests\Feature;
+
+use App\Domains\Chat\DateRangesEnum;
+use App\Domains\Chat\MetaDataDto;
+use App\Models\Chat;
+use App\Models\Document;
+use App\Models\DocumentChunk;
+use App\Models\Filter;
+use App\Models\Message;
+use App\Models\Project;
+use Illuminate\Support\Facades\File;
+use LlmLaraHub\LlmDriver\DistanceQuery\DistanceQueryFacade;
+use LlmLaraHub\LlmDriver\DistanceQuery\Drivers\PostGres;
+use LlmLaraHub\LlmDriver\Functions\CreateTasksTool;
+use Pgvector\Laravel\Vector;
+use Tests\TestCase;
+
+class CreateTasksToolTest extends TestCase
+{
+    /**
+     * A basic feature test example.
+     */
+    public function test_generates_tasks(): void
+    {
+        $project = Project::factory()->create();
+        $chat = Chat::factory()->create([
+            'chatable_id' => $project->id,
+            'chatable_type' => Project::class,
+        ]);
+
+        $message = Message::factory()->create([
+            'chat_id' => $chat->id,
+        ]);
+
+
+        $data = get_fixture('claude_chat_response.json');
+
+        $data = data_get($data, 'tool_calls.1.arguments.tasks');
+
+        $this->assertDatabaseCount('tasks', 0);
+
+
+        (new CreateTasksTool())->handle($message, [
+            'tasks' => $data,
+        ]);
+
+
+        $this->assertDatabaseCount('tasks', 5);
+
+        $this->assertCount(5, $project->refresh()->tasks);
+
+    }
+
+}

app/Domains/Chat/UiStatusEnum.php

@@ -5,4 +5,6 @@
 enum UiStatusEnum: string
 {
     case Complete = 'complete';
+    case InProgress = 'in_progress';
+    case NotStarted = 'not_started';
 }

app/Domains/Projects/KickOffProject.php

@@ -2,31 +2,28 @@
 
 namespace App\Domains\Projects;
 
-use App\Domains\Campaigns\CampaignKickOffPrompt;
-use App\Domains\Campaigns\ChatStatusEnum;
-use App\Models\Campaign;
-use Facades\App\Services\LlmServices\Orchestration\Orchestrate;
+use App\Domains\Chat\UiStatusEnum;
+use App\Models\Project;
+use Facades\App\Domains\Projects\Orchestrate;
 
 class KickOffProject
 {
-    public function handle(Campaign $campaign)
+    public function handle(Project $project)
     {
-        $campaign->updateQuietly([
-            'chat_status' => ChatStatusEnum::InProgress,
-        ]);
-
-        $campaign->messages()->delete();
+        $chat = $project->chats?->first();
 
-        $campaign->tasks()->delete();
+        $chat->updateQuietly([
+            'chat_status' => UiStatusEnum::InProgress,
+        ]);
 
-        $campaignContext = $campaign->getContext();
+        $chat->messages()->delete();
 
-        $prompt = CampaignKickOffPrompt::getPrompt($campaignContext);
+        $project->tasks()->delete();
 
-        Orchestrate::handle($campaign, $prompt);
+        Orchestrate::handle($chat, $project->content, $project->system_prompt);
 
-        $campaign->updateQuietly([
-            'chat_status' => ChatStatusEnum::Complete,
+        $chat->updateQuietly([
+            'chat_status' => UiStatusEnum::Complete,
         ]);
     }
 }