Source Code Analysis with Generative AI

How to Run

Steps:

1. Clone the Repository

   git clone https://github.com/your-repo-url.git
   cd your-repo-directory

2. Create a Conda Environment

   conda create -n llmapp python=3.10 -y
   conda activate llmapp

3. Install the Requirements

   pip install -r requirements.txt

4. Set Up Environment Variables

   Create a .env file in the root directory and add your OPENAI_API_KEY credentials:

   OPENAI_API_KEY = "xxxxxxxxxxxxxxxxxxxxxxxxxxxxx"

5. Run the Application

   python app.py

6. Open the Application

   Open your browser and navigate to http://localhost:5000.

Tech Stack Used

• Python
• LangChain
• Flask
• OpenAI
• GPT-3
• ChromaDB

Features

• Repository Ingestion: Clone and load GitHub repositories.
• Text Splitting: Split documents into manageable chunks.
• Embeddings: Generate embeddings using OpenAI.
• Conversational Retrieval: Use LangChain for conversational retrieval.

Contributing

Contributions are welcome! Please open an issue or submit a pull request.

License

This project is licensed under the MIT License. See the LICENSE file for details.

Acknowledgements

• LangChain
• OpenAI
• Flask
• ChromaDB

Developers

• Nikhil Bhagat