🥈 This project won 2nd place at the Agents Hackathon organised by

🚀 GitHunter: Multi-Agent Research Assistant 🕵️‍♂️

Discover, compare, and install AI research repositories with ease!

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✨ Features

• 🤖 AI-Powered Discovery: Scans thousands of research papers to find the most relevant repositories
• 📊 Quality Metrics: Filter by citations, GitHub stars, and recent updates
• ⚡ One-Click Installation: Automatic setup of complex research repositories
• 🖥️ Modern Interface: Futuristic design with immersive visual effects (starfield, smooth animations)
• 🌗 Dark/Light Mode: Theme support for optimal user experience
• 🗣️ Multi-Agent Communication: Achieves accurate search through the web, finding the most relevant papers and codebases

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🛠️ Installation

[!NOTE] GitHunter is tested with Python $\geq$ 3.10 🐍.

1. Clone the repository: 🌀

   git clone https://github.com/henribonamy/hackathon_unaite.git
   cd unaite_def

Using uv (Recommended)

uv is the recommended package installer and virtual environment manager for this project, offering faster installation and dependency resolution.

Install dependencies and activate the environment: 📦

uv sync
source .venv/bin/activate

Using pip

If you prefer using pip, follow these steps:

1. (Optional) Create and activate a virtual environment: 🐍

   python -m venv venv
   source venv/bin/activate

2. Install dependencies: 📦

   pip install -e .

Configuration

Create a .env file: 🔑 In the project root, create a file named .env and add your Anthropic API key:

ANTHROPIC_API_KEY=your_anthropic_api_key_here

You can generate an Anthropic API key from the Anthropic Console

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▶️ Running the Project

With UV (Recommended)

If you installed with UV, run the project with:

# Make sure your virtual environment is activated
source .venv/bin/activate

# Start the server
uv run server.py

With pip

If you installed with pip, run the project with:

# Make sure your virtual environment is activated (if you created one)
source venv/bin/activate  # Skip if not using a virtual environment

# Start the server
python server.py

After running the command, open the link shown in your terminal (usually http://127.0.0.1:1414/) in your web browser. This will open the GitHunter interface.

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🎬 Demo

Watch our video demonstration to see GitHunter in action:

To see the search functionality in action, try entering the following prompt in the search bar:

general-purpose method for deep learning on surfaces such as 3D triangle meshes and point clouds like diffusion-net

This will list papers related to this topic.

After clicking on "install" for a paper, the codebase of the corresponding paper will be installed automatically. ✨

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🧑‍💻 Technologies Used

This tool is developed using the smolagents package by Hugging Face 🤗, and leverages advanced language models including Claude Sonnet 3.7 and Qwen 2.54 to provide intelligent search and automation capabilities.

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Made with ❤️ for the AI research community!