TinyGen

TinyGen, a toy version of Codegen, is an AI-powered code evolution catalyst - transforming ideas into precise diffs with a simple prompt!

Live Demo

A live demo of TinyGen is available at https://tinygen-31646a1cc468.herokuapp.com. Navigate to https://tinygen-31646a1cc468.herokuapp.com/docs to see the API documentation.

Local Setup

1. Clone the repository:

   git clone https://github.com/angelafeliciaa/TinyGen.git
   cd tinygen
   

2. Create and activate a virtual environment: On Windows:

   python -m venv venv
   venv\Scripts\activate
   

   On macOS and Linux:

   python3 -m venv venv
   source venv/bin/activate
   

3. Install dependencies:

   pip install -r requirements.txt
   

4. Set up environment variables: Create a .env file in the root directory and add:

   OPENAI_API_KEY=your_openai_api_key
   SUPABASE_URL=your_supabase_url
   SUPABASE_KEY=your_supabase_key
   

5. Run the application:

   uvicorn app.main:app --reload
   

6. Open http://localhost:8000 in your browser to use the application.

Usage

Enter a natural language description of the changes you want to make to your code, and TinyGen will generate the corresponding diff.

Technologies Used

• FastAPI
• OpenAI API
• Supabase
• AWS S3

Next Steps

• Integrate Azure Vector Search to improve the relevance and accuracy of generated diffs
• Implement the OpenAI Batch API to improve response times

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