rhenretta ai-chatbot .cursorrules file for Python

# AI Memory Chatbot Project Rules

# Environment
- Python version: 3.9+
- AWS Region: us-east-2
- Redis required: true
- OpenAI API key required: true

# Code Style
- Use type hints consistently
- Document complex functions
- Use meaningful variable names
- Follow PEP 8 guidelines
- Include docstrings for all classes and methods

# Project Structure
app/
  - main.py: FastAPI application with SSE support
  - chat_processor.py: Chat processing with stats tracking
  - database.py: Redis vector store operations
  - embeddings.py: OpenAI embeddings integration
  - models.py: Pydantic models
static/
  - css/: Stylesheets
  - js/: Progress tracking and UI updates
templates/
  - chat.html: Real-time chat interface with progress tracking
tests/
  - test_chat.py
  - test_embeddings.py
  - test_database.py
  - test_integration.py

# Dependencies
- fastapi: Web framework
- uvicorn: ASGI server
- redis: Vector store
- openai: GPT and embeddings API
- langchain: Agent-based RAG system
- sse_starlette: Server-sent events
- python-dotenv: Environment management

# Features
1. File Processing:
   - ZIP file support
   - JSON conversation import
   - Real-time progress tracking
   - Batch processing

2. Memory Management:
   - Vector-based conversation storage
   - Conversation history tracking
   - Memory statistics
   - Efficient retrieval

3. UI Features:
   - Real-time upload progress
   - Memory statistics display
   - Conversation history view
   - Tool usage transparency

# Security
- Store API keys in .env
- Rate limit API requests
- Sanitize user input
- Validate file uploads

# Monitoring
- Track upload progress
- Monitor memory usage
- Track processing stats
- Error handling with stats