ai-git-assistant 1.0.3

Asistente inteligente para atuomatizar tareas de Git y GitHub

🤖 GitGPT - Intelligent Commit Assistant

📄 This README is also available in: Español

GitGPT is an intelligent tool that automatically suggests commit messages, and also provides a basic pull request template, combining heuristics, project structure, and a Machine Learning model. It's perfect for developers who want to keep their commits consistent and clear without wasting time.

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🚀 Features

• Detects changes in staged, unstaged, and untracked files.
• Suggests commit messages based on:
  • The diff content (git diff)
  • The current branch name
  • The file type (code, documentation, style, test, etc.)
  • A Machine Learning model trained with common examples.
• Supports multiple approaches for message suggestions:
  • 🔬 ML Model
  • ⚙️ Heuristic approach
  • 🎯 Thematic approach
  • 🔍 Descriptive approach
• Option to create a new branch before committing.
• Clean and easy-to-use CLI interface.

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📦 Requirements

• Python 3.7 or higher
• Git installed and configured
• Python dependencies (install via pip):

pip install -r requirements.txt

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🛠 Installation

Clone the repository and copy git_assistant into the project repository you're working on:

https://github.com/LuisGH28/git_assitant.git
cd git_assitant

Then run the assistant:

python3 git_gpt.py

You can also install from PyPI:

pip install ai-git-assistant

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🏗️ Project Structure

├── README.md
├── README.es.md
└── git_assistant
    ├── git_gpt.py
    ├── gitgpt_model.pkl
    └── requirements.txt

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🧠 How It Works

1. Detects modified files in the repository using git status.
2. Classifies the files by type (documentation, code, tests, etc.).
3. Extracts diffs (git diff) and relevant keywords.
4. Generates several commit suggestions using different strategies.
5. Allows you to select the most suitable message or write your own.
6. Creates a .md file with a basic PR suggestion template.

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💬 Example

$ ./gitgpt.py

Do you want to create a new branch? (Y/y): n
ℹ️ You will continue working on the current branch: fix/login-issue

Adding files:
+ login.py
Files added successfully.

💡 Commit suggestion #1:

fix: fixed issue in login.py

Do you want to use this message? (Y/y), (N/n) for another option, or press enter to write your own: n

💡 Commit suggestion #2:

fix(login): authentication error corrected

Do you want to use this message? (Y/y), (N/n) for another option, or press enter to write your own: y

✅ Commit successfully created.

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🧪 Model Training

The ML model is based on Naive Bayes with TF-IDF vectorization. You can retrain it manually if desired:

python3 -c "import gitgpt; gitgpt.train_model()"

This will generate the gitgpt_model.pkl file.

The model is automatically trained if it doesn't exist or is corrupted.

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🛠️ Development

1. Clone the repository
2. Create a virtual environment:

python -m venv venv
source venv/bin/activate  # Linux/Mac
venv\Scripts\activate     # Windows

3. Install dependencies:

pip install -e ".[dev]"

4. Run tests:

pytest

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🤝 Contributing

Contributions are welcome! Feel free to open an issue or a pull request with improvements, new strategies, or enhancements to the model.

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📄 License

This project is licensed under the MIT License. Use it, modify it, and contribute freely!

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🧑‍💻 Author

Created with ❤️ by Luigi

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Give it a ⭐ on GitHub and share it with your team!