RAG Code Assistant

A FastAPI-based application that provides code assistance using Retrieval-Augmented Generation (RAG) technology.

Features

• Web-based code assistant interface
• FastAPI backend with API documentation
• RAG-powered code suggestions and assistance

Prerequisites

• Python 3.8+
• pip (Python package manager)

Installation

1. Clone the repository:

   git clone https://github.com/yourusername/code-assistant.git
   cd code-assistant

2. Set up a virtual environment:

   python -m venv venv

3. Activate the virtual environment:

   • Windows:

     venv\Scripts\activate

   • macOS/Linux:

     source venv/bin/activate

4. Install dependencies:

   pip install -r requirements.txt

5. Create a .env file in the root directory (optional):

   # Example environment variables
   PORT=8000
   HOST=0.0.0.0
   WORKERS=1
   

Usage

Run the application:

python run.py

The server will start at http://localhost:8000

• API Documentation: http://localhost:8000/docs
• Frontend Interface: http://localhost:8000/app
• Health Check: http://localhost:8000/health

Project Structure

code-assistant/
├── app/                  # Application directory
│   ├── api/              # API routes
│   ├── frontend/         # Frontend application
│   ├── schemas/          # Pydantic models
│   ├── services/         # Business logic
│   ├── tasks/            # Background tasks
│   └── main.py           # FastAPI application initialization
├── venv/                 # Virtual environment
├── .env                  # Environment variables (create this)
├── .gitignore            # Git ignore file
├── README.md             # This file
├── requirements.txt      # Python dependencies
└── run.py                # Application entry point

License

[Your License Here]

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.