Adding AgentModel.

Author: seanchatmangpt

README.md

@@ -12,43 +12,43 @@ pip install dslmodel
 
 ## Overview
 
-**DSLModel** is a powerful Python framework for declarative model creation using templates and concurrent execution. Built atop `Pydantic` for data validation and `DSPy` for model execution, DSLModel streamlines the development of dynamic models with features like:
+**DSLModel** is a powerful Python framework for declarative model creation using templates and concurrent execution.
+Built atop `Pydantic` for data validation and `DSPy` for model execution, DSLModel streamlines the development of
+dynamic models with features like:
 
 - **Dynamic Field Generation:** Utilize Jinja2 templates for flexible model definitions.
 - **Concurrent Execution:** Leverage concurrent processing to optimize performance.
 - **Workflow Management:** Define and execute complex workflows with conditional logic and loops.
 - **Finite State Machines:** Incorporate state machine patterns for managing state transitions.
 - **Data Handling Utilities:** Read from and write to various data formats seamlessly.
-- **Notebook Generation:** Programmatically create and manage IPython notebooks.
 - **AI-Assisted Development:** Enhance productivity with AI-driven tools for code generation.
 
 ## Table of Contents
 
 - [DSLModel](#dslmodel)
-  - [Custom GPT: DSLModel Assistant v2024.10.10](#custom-gpt-dslmodel-assistant-v20241010)
-  - [Overview](#overview)
-  - [Table of Contents](#table-of-contents)
-  - [Installation](#installation)
-  - [Getting Started](#getting-started)
-    - [Defining Models](#defining-models)
-    - [Generating Data from Templates](#generating-data-from-templates)
-    - [Concurrent Execution](#concurrent-execution)
-    - [Workflow Management](#workflow-management)
-    - [Workflow YAML](#workflow-yaml)
-    - [Finite State Machines](#finite-state-machines)
-    - [Data Handling](#data-handling)
-    - [Notebook Generation](#notebook-generation)
-  - [Architecture](#architecture)
-    - [Core Components](#core-components)
-    - [Data Flow](#data-flow)
-  - [Development](#development)
-    - [Setup](#setup)
-    - [Testing](#testing)
-    - [Contributing](#contributing)
-  - [Deployment](#deployment)
-    - [Deployment Pipeline](#deployment-pipeline)
-  - [License](#license)
-  - [Contact](#contact)
+    - [Custom GPT: DSLModel Assistant v2024.10.10](#custom-gpt-dslmodel-assistant-v20241010)
+    - [Overview](#overview)
+    - [Table of Contents](#table-of-contents)
+    - [Installation](#installation)
+    - [Getting Started](#getting-started)
+        - [Defining Models](#defining-models)
+        - [Generating Data from Templates](#generating-data-from-templates)
+        - [Concurrent Execution](#concurrent-execution)
+        - [Workflow Management](#workflow-management)
+        - [Workflow YAML](#workflow-yaml)
+        - [Finite State Machines](#finite-state-machines)
+        - [Data Handling](#data-handling)
+    - [Architecture](#architecture)
+        - [Core Components](#core-components)
+        - [Data Flow](#data-flow)
+    - [Development](#development)
+        - [Setup](#setup)
+        - [Testing](#testing)
+        - [Contributing](#contributing)
+    - [Deployment](#deployment)
+        - [Deployment Pipeline](#deployment-pipeline)
+    - [License](#license)
+    - [Contact](#contact)
 
 ## Installation
 
@@ -83,6 +83,7 @@ class Participant(DSLModel):
     name: str = Field("{{ fake_name() }}", description="Name of the participant.")
     role: str = Field("{{ fake_job() }}", description="Role of the participant.")
 
+
 class Meeting(DSLModel):
     """Represents a meeting and its participants."""
     name: str = Field(..., description="Name of the meeting.")
@@ -124,7 +125,6 @@ participants = [Participant() for _ in range(5)]  # Created using Jinja defaults
 # Generate the Meeting 
 init_lm()  # Sets the lm to gpt-4o-mini
 
-
 meeting_template = """
 Fortune 500 Meeting about {{ fake_bs() }}
 Participants:
@@ -161,7 +161,7 @@ init_lm()  # Sets the lm to gpt-4o-mini
 results = run_dsls(tasks, max_workers=5)
 
 for i, result in enumerate(results):
-    print(f"Participant {i+1}: {result}")
+    print(f"Participant {i + 1}: {result}")
 ```
 
 ### Workflow Management
@@ -174,28 +174,28 @@ from dslmodel.workflow import Workflow, Job, Action, Condition, CronSchedule
 condition = Condition(expr="len(participants) > 3")
 
 action1 = Action(
-  name="Generate Participants",
-  code="participants.extend([Participant() for _ in range(5)])"
+    name="Generate Participants",
+    code="participants.extend([Participant() for _ in range(5)])"
 )
 
 action2 = Action(
-  name="Notify Organizer",
-  code="print('Organizer notified.')",
-  cond=condition
+    name="Notify Organizer",
+    code="print('Organizer notified.')",
+    cond=condition
 )
 
 job = Job(
-  name="Setup Meeting",
-  steps=[action1, action2]
+    name="Setup Meeting",
+    steps=[action1, action2]
 )
 
 trigger = CronSchedule(cron="0 9 * * MON")  # Every Monday at 9 AM
 
 workflow = Workflow(
-  name="Weekly Meeting Setup",
-  triggers=[trigger],
-  jobs=[job],
-  context={"participants": []}
+    name="Weekly Meeting Setup",
+    triggers=[trigger],
+    jobs=[job],
+    context={"participants": []}
 )
 
 workflow.execute()
@@ -210,7 +210,7 @@ workflow:
     - type: "CronSchedule"
       cron: "0 9 * * MON"  # Every Monday at 9 AM
   context:
-    participants: []
+    participants: [ ]
   jobs:
     - name: "Setup Meeting"
       steps:
@@ -226,12 +226,12 @@ workflow:
 
 Manage state transitions using `FSMMixin`.
 
-
 ```python
 import logging
 from enum import Enum, auto
 from dslmodel.mixins import FSMMixin, trigger
 
+
 class SalesState(Enum):
     INITIALIZING = auto()
     RESEARCHING = auto()
@@ -305,41 +305,18 @@ data_writer = DataWriter(data=data, file_path="output/data_output.csv")
 data_writer.forward()
 ```
 
-### Notebook Generation
-
-Programmatically create and manage IPython notebooks.
-
-```python
-from dslmodel.generators import IPythonNotebookGenerator
-
-
-# The generator is a DSLModel, so it can be used like any other DSLModel
-notebook_gen = IPythonNotebookGenerator()
-
-# Add a markdown cell
-notebook_gen.add_markdown_cell(["# Welcome to DSLModel Notebook", "Demonstrating notebook generation."])
-
-# Add a code cell
-notebook_gen.add_code_cell(["print('Hello, DSLModel!')"])
-
-# Save the notebook
-notebook_gen.save("notebooks/demo_notebook.ipynb")
-```
-
 ## Architecture
 
 ### Core Components
 
 - **DSLModel:** Core framework for declarative model creation using templates.
 - **Mixins:**
-  - `ToolMixin`: Adds dynamic tool execution capabilities.
-  - `FSMMixin`: Provides finite state machine functionality.
+    - `ToolMixin`: Adds dynamic tool execution capabilities.
+    - `FSMMixin`: Provides finite state machine functionality.
 - **Workflow Components:**
-  - `Workflow`, `Job`, `Action`, `Condition`, `CronTrigger`: Orchestrate complex workflows.
+    - `Workflow`, `Job`, `Action`, `Condition`, `CronTrigger`: Orchestrate complex workflows.
 - **Data Handling Utilities:**
-  - `DataReader`, `DataWriter`: Handle data ingestion and output.
-- **Notebook Models:**
-  - `IPythonNotebookGenerator`: Generate and manage IPython notebooks.
+    - `DataReader`, `DataWriter`: Handle data ingestion and output.
 
 ### Data Flow
 
@@ -386,7 +363,8 @@ Ensure test coverage is at least 90%.
 
 ### Contributing
 
-Contributions are welcome! Please follow the [contribution guidelines](CONTRIBUTING.md) and adhere to the code of conduct.
+Contributions are welcome! Please follow the [contribution guidelines](CONTRIBUTING.md) and adhere to the code of
+conduct.
 
 ## Deployment
 
@@ -410,4 +388,5 @@ Distributed under the MIT License. See [LICENSE](LICENSE) for more information.
 
 ---
 
-By following this guide, you can effectively utilize DSLModel for declarative model creation, workflow management, data handling, state machine implementation, and AI-assisted development.
+By following this guide, you can effectively utilize DSLModel for declarative model creation, workflow management, data
+handling, state machine implementation, and AI-assisted development.

dsl_model_class_template_specification_model.py

@@ -0,0 +1,13 @@
+from pydantic import Field, validator, root_validator, EmailStr
+from typing import List, Optional
+from datetime import datetime
+from dslmodel import DSLModel
+
+
+class DSLModelClassTemplateSpecificationModel(DSLModel):
+    """A model for specifying the template of a DSLModel class, including its class name and description."""
+    problem: str = Field(default=None, alias: "Problem", title="", description="A field to describe a problem or issue.")
+    hypothesis: str = Field(default=None, alias: "Hypothesis", title="", description="A useful description for the Hypothesis field.")
+    evidence: str = Field(default=None, alias: "Evidence", title="", description="A description of the evidence provided to support a claim or argument.")
+    conclusion: str = Field(default=None, alias: "Conclusion", title="", description="A conclusion or summary of the main points.")
+

dslmodel-slides/.gitignore

@@ -0,0 +1,7 @@
+node_modules
+.DS_Store
+dist
+*.local
+.vite-inspect
+.remote-assets
+components.d.ts

dslmodel-slides/.npmrc

@@ -0,0 +1,3 @@
+# for pnpm
+shamefully-hoist=true
+auto-install-peers=true

dslmodel-slides/README.md

@@ -0,0 +1,11 @@
+# Welcome to [Slidev](https://github.com/slidevjs/slidev)!
+
+To start the slide show:
+
+- `npm install`
+- `npm run dev`
+- visit <http://localhost:3030>
+
+Edit the [slides.md](./slides.md) to see the changes.
+
+Learn more about Slidev at the [documentation](https://sli.dev/).

dslmodel-slides/components/Counter.vue

@@ -0,0 +1,37 @@
+<script setup lang="ts">
+import { ref } from 'vue'
+
+const props = defineProps({
+  count: {
+    default: 0,
+  },
+})
+
+const counter = ref(props.count)
+</script>
+
+<template>
+  <div flex="~" w="min" border="~ main rounded-md">
+    <button
+      border="r main"
+      p="2"
+      font="mono"
+      outline="!none"
+      hover:bg="gray-400 opacity-20"
+      @click="counter -= 1"
+    >
+      -
+    </button>
+    <span m="auto" p="2">{{ counter }}</span>
+    <button
+      border="l main"
+      p="2"
+      font="mono"
+      outline="!none"
+      hover:bg="gray-400 opacity-20"
+      @click="counter += 1"
+    >
+      +
+    </button>
+  </div>
+</template>

dslmodel-slides/netlify.toml

@@ -0,0 +1,16 @@
+[build]
+publish = "dist"
+command = "npm run build"
+
+[build.environment]
+NODE_VERSION = "20"
+
+[[redirects]]
+from = "/.well-known/*"
+to = "/.well-known/:splat"
+status = 200
+
+[[redirects]]
+from = "/*"
+to = "/index.html"
+status = 200

dslmodel-slides/package.json

@@ -0,0 +1,16 @@
+{
+  "name": "dslmodel-slides",
+  "type": "module",
+  "private": true,
+  "scripts": {
+    "build": "slidev build",
+    "dev": "slidev --open",
+    "export": "slidev export"
+  },
+  "dependencies": {
+    "@slidev/cli": "^0.50.0-beta.8",
+    "@slidev/theme-default": "latest",
+    "@slidev/theme-seriph": "latest",
+    "vue": "^3.5.13"
+  }
+}

dslmodel-slides/pages/imported-slides.md

@@ -0,0 +1,27 @@
+# Imported Slides
+
+You can split your slides.md into multiple files and organize them as you want using the `src` attribute.
+
+#### `slides.md`
+
+```markdown
+# Page 1
+
+Page 2 from main entry.
+
+---
+
+## src: ./subpage.md
+```
+
+<br>
+
+#### `subpage.md`
+
+```markdown
+# Page 2
+
+Page 2 from another file.
+```
+
+[Learn more](https://sli.dev/guide/syntax.html#importing-slides)