mcp-github-rag

This project leverages GitIngest to parse a GitHub repo in markdown format and the use LlamaIndex for RAG orchestration over it.

Installation and setup

Install Dependencies: Ensure you have Python 3.11 or later installed.

pip install gitingest llama-index llama-index-llms-ollama llama-index-agent-openai llama-index-llms-openai --upgrade --quiet

Running:

Make sure you have Ollama Server running then you can run following command to start the streamlit application streamlit run app_local.py.

---

📬 Stay Updated with Our Newsletter!

Get a FREE Data Science eBook 📖 with 150+ essential lessons in Data Science when you subscribe to our newsletter! Stay in the loop with the latest tutorials, insights, and exclusive resources. Subscribe now!

---

Contribution

Contributions are welcome! Please fork the repository and submit a pull request with your improvements.