Takeaways

An advanced AI coding assistant focused on multi-step reasoning, continuous improvement, and structured code explanations.

Features

• Chain-of-Thought reasoning for complex coding tasks
• Multi-language support with contextual awareness
• Senior engineer-like code explanations
• Real-time interactive development assistance
• Continuous learning from user feedback

Technical Stack

• Base Model: Mistral 7B
• Training: QLoRA with 4-bit quantization
• Frontend: Next.js + Tailwind + Monaco Editor
• Backend: FastAPI/Node.js
• Local Development: Ollama integration

Documentation

• Building Guide - Comprehensive development guide
• AI Development Cheatsheet - Quick reference guide
• System Development Guide - System architecture details
• NLP/LLM Guide - Language model specifics

Getting Started

1. Clone the repository
2. Install dependencies:

   npm install # Frontend dependencies
   pip install -r requirements.txt # Backend dependencies

3. Configure environment:

   cp .env.example .env
   # Edit .env with your settings

4. Run development server:

   npm run dev # Frontend
   python server.py # Backend

5. Access web interface at http://localhost:3000

Contributing

We welcome contributions! Please see our Contributing Guidelines for details on how to get started.

License

MIT License - see LICENSE for details

Support

• GitHub Issues: Bug reports and feature requests
• Documentation: Extended guides and API reference
• Community: Discussions and knowledge sharing

Project Status

Active development - See Future Development for planned features and improvements.