RAG-nificent v0.0.4

🚀 New Features

Model Support

• Added support for Llama-3.3-70b-versatile - Latest version of Meta AI's Llama model with enhanced capabilities
• Added support for GPT-4o - OpenAI's latest multimodal model with improved reasoning capabilities
• Added support for GPT-4o-mini - More efficient version of GPT-4o, now set as the default model
• Added support for Gemma2-9b-it - Google's efficient instruction-tuned language model

User Interface

• Follow-up Question Buttons - The system now generates and displays relevant follow-up questions as clickable buttons after each response
• Improved Citations - Enhanced citation format with direct links to the specific page in source documents
• Dockerized Application - Added Docker support for easier deployment and consistent environment

🔧 Technical Improvements

Application Architecture

• Fallback Model System - Implemented cascading fallback to alternative models if the selected model is unavailable
• Improved Error Handling - Added comprehensive error handling and logging throughout the application
• Structured Output Format - Responses now include structured follow-up questions using Pydantic models and JSON output parsing

Code Quality

• Enhanced Logging - Added detailed logging with both file and console output for better debugging
• Modular Design - Refactored code for better separation of concerns and maintainability
• Improved Exception Handling - Better error recovery mechanisms to ensure application stability

📦 Dependency Updates

• Updated Pinecone client to the latest version with new initialization pattern
• Updated LangChain components to latest versions
• Added support for Groq API integration
• Updated Chainlit UI components

🐛 Bug Fixes

• Fixed vector store initialization issues with better fallback mechanisms
• Resolved model loading errors with cascading fallback options
• Improved handling of API rate limits and timeouts

📝 Documentation

• Added Docker setup instructions to README
• Updated model descriptions and capabilities
• Added development workflow documentation
• Updated license to Creative Commons Attribution-NonCommercial 4.0