OrgLens - Llamacon Hackathon Winner 🏆

master-2.mp4

OrgLens: Understanding your codebase and connecting with experts, powered by Llama.

Built for the Llamacon Hackathon ([05/04/2025]).

The Problem

Finding the right expert or understanding code history in large organizations is time-consuming and inefficient. Key knowledge often stays siloed or buried in commit logs.

Our Solution: OrgLens

OrgLens connects to your GitHub organization, analyzes repositories, commits, and contributors, and uses Llama to generate insightful summaries. It helps you:

• Instantly find contributors with specific expertise.
• Understand individual contributions through AI-generated profiles.
• Query your codebase's history and activity using natural language.
• Interact with contributor "digital twins" (AI based on their work) for context before direct contact.

Core Features

• AI-Powered Contributor Summaries & Profiles.
• Natural Language Codebase Querying.
• Repository & Contributor Exploration.
• "Digital Twin" Interaction via Chat.

Tech Stack

• Backend: Python (Django), Llama API
• Frontend: ReactJS, Vite, Tailwind CSS
• Data APIs: GitHub API
• Real-time Conversation: PlayAI API powered by Groq

Getting Started

1. Clone the repository:

   git clone https://github.com/TheCl3m/llama-hack
   cd llama-hack

2. Set up Backend (Django):

   cd backend
   python -m venv venv
   source venv/bin/activate  # Use `.\venv\Scripts\activate` on Windows
   pip install -r requirements.txt
   # Create a .env file in this 'backend' directory
   # Add your API keys and Django secret key:
   # LLAMA_API_KEY=your_llama_api_key
   # Add any other necessary backend env vars (like DB config if not SQLite)
   python manage.py migrate # Run migrations if needed
   python manage.py runserver

   The backend should now be running, typically on http://127.0.0.1:8000/.

3. Set up Frontend: (In a separate terminal)

   cd frontend
   npm install
   npm run dev

   The frontend development server should now be running, typically on http://localhost:5173/ (check terminal output).

4. Access the App: Open your browser to the frontend URL (e.g., http://localhost:5173).

Team

• OrgLens
• Clement (TheCl3m) - GitHub
• Karol (MrCogito) - GitHub
• Jakob (TheDingodile) - GitHub

Acknowledgements

• Powered by Meta Llama.
• Thanks to Cerebral Valley and Meta for the opportunity to build this project.

License

This project is licensed under CC BY-NC 4.0. No commercial use allowed without explicit permission.