GitAI

CLI-native agent for Git

CLI-native AI agent that executes Git commands through natural language instructions

  • Specifically designed to help beginners learn Git and GitHub
  • Uses fine-tuned language models to understand and execute Git commands
  • Local inference speed of 100 tokens/second on MacBook Air M1 16GB

GitHub Repo HF Repo

Tech Stack

AI Models:

  • Fine-tuned Qwen2
  • Fine-tuned Llama 3.2
  • MLX LoRA implementation

Training Data:

  • Git documentation
  • Stack Overflow data

Infrastructure:

  • Command-line interface
  • Vector embeddings for command retrieval

Why I made it

  • Lower the barrier to entry for Git and GitHub beginners
  • Learn about pyrepl agents
  • Help developers learn Git through practical assistance