gitmaster 0.1.3

CLI tool to ask questions about GitHub or local repos using RAG + LLM

GitMaster

GitMaster is an AI-powered CLI tool designed to help users interact with GitHub or local repositories. It leverages Retrieval-Augmented Generation (RAG) and Large Language Models (LLMs) to answer questions about codebases, summarize repositories, review pull requests, and more.

Features

• Load and index GitHub or local repositories with smart file filtering
• Ask questions about the last loaded repository
• Summarize the contents of a repository
• Review GitHub Pull Requests with AI analysis
• Support for multiple LLM providers (OpenAI, Google Gemini, Anthropic Claude)
• Manage authentication for GitHub and AI services
• Clear temporary data and vector stores
• Explain and suggest improvements for specific files

Installation from PyPI

To install GitMaster from PyPI, follow these steps:

1. Install GitMaster using pip:

   pip install gitmaster
   

2. Set up your AI service API key:

   gitmaster change-key
   

Commands

Below is a list of all available commands in GitMaster:

gitmaster --version / gitmaster -v

Display the current version of GitMaster.

gitmaster load

Load a GitHub or local repository into the vector database.

Options:

• path_or_url: Path to a local repository or URL of a GitHub repository.
• --type: Specify repo for GitHub repositories or local for local repositories (default: repo).
• --clear-index / -c: Clear existing vector index before indexing.

Example:

gitmaster load https://github.com/yourusername/yourrepo --type repo
gitmaster load . --type local

gitmaster ask

Ask a question about the last loaded repository.

Example:

gitmaster ask "What does the main function do?"

gitmaster review-pr

Review a GitHub Pull Request and provide AI-powered analysis.

Example:

gitmaster review-pr https://github.com/owner/repo/pull/123

gitmaster explain

Explain a specific file in the loaded repository.

Example:

gitmaster explain src/main.py

gitmaster suggest

Get improvement suggestions for a specific file in the loaded repository.

Example:

gitmaster suggest src/main.py

gitmaster login

Log in to GitHub for private repository access.

Example:

gitmaster login

gitmaster logout

Log out of GitHub and clear stored credentials.

Example:

gitmaster logout

gitmaster change-key

Set or update your AI service API keys and manage default settings.

Supported Services:

• OpenAI (GPT models)
• Google Gemini
• Anthropic Claude

Example:

gitmaster change-key

gitmaster summarize

Summarize the contents of the last loaded repository.

Example:

gitmaster summarize

gitmaster clear

Delete all temporary repository clones and clear vector stores.

Example:

gitmaster clear

Usage

To see the help menu for GitMaster, run:

gitmaster --help

Requirements

• Python 3.8 or higher
• AI service API key (OpenAI, Google Gemini, or Anthropic Claude)
• Git installed on your system

Changelog

Version 0.1.3 (Latest)

• ✨ New Features:

  • Added support for multiple LLM providers (Google Gemini, Anthropic Claude)
  • Implemented --version / -v command to display current version
  • Added review-pr command for AI-powered Pull Request analysis
  • Added explain command to explain specific files
  • Added suggest command to get improvement suggestions for files
  • Implemented default LLM key selection system

• 🔧 Improvements:

  • Enhanced file filtering system for local repository loading
  • Added comprehensive ignore patterns for common development artifacts:
    • Virtual environments (.venv, venv, env)
    • Build artifacts (build, dist, __pycache__)
    • Package managers (node_modules, .npm, .yarn)
    • IDE files (.idea, .vscode, .vs)
    • OS files (.DS_Store, Thumbs.db)
    • Logs and temp files (logs, *.log, tmp)
    • And many more development-related folders
  • Improved token management for large PRs
  • Better error handling for GitHub API access
  • Enhanced user interaction for file selection in large PRs

• 🐛 Bug Fixes:

  • Fixed local repository loading getting stuck on large codebases
  • Improved file extension filtering
  • Better handling of binary files and large files

Version 0.1.2

• Initial release with basic RAG functionality
• Support for OpenAI API
• GitHub and local repository loading
• Basic question answering and summarization

License

This project is licensed under the MIT License.

Authors

Sayak Raha @sayak-12 [e-mail]

Senjuti Saha @shuamamine [e-mail]