A comprehensive FastAPI-based AI backend service with RAG capabilities, document processing, and chat functionality.
# Start the services
docker-compose up -d
# Check service health
curl http://localhost:8001/health
# Access OpenWebUI
http://localhost:3000All documentation files are located in the /readme folder:
- Backend API:
http://localhost:8001 - OpenWebUI:
http://localhost:3000 - Redis:
localhost:6379 - ChromaDB:
http://localhost:8000
- 🤖 Chat completions with multiple LLM models
- 📄 Document upload and RAG processing
- 💾 Redis caching and session management
- 🔍 Semantic search with ChromaDB
- 🛡️ API key authentication
- 📊 Health monitoring and metrics
- 🔧 AI tools integration (weather, time, units)
The codebase is organized into modular components:
core/- Core functionality (database, schemas, error handling)managers/- Business logic managersrouters/- API endpointsutils/- Utility functionsconfig/- Configuration filesscripts/- Deployment scripts
✅ Refactoring Complete - Modular architecture implemented
🔧 In Progress - Functionality fixes for authentication and chat endpoints