Use LLM to create git commit messages
Project description
cai
cai is a Git extension written in Python that automates the creation of commit messages. With it, you can simply run git cai to automatically generate a commit message based on the changes and new files in your repository.
cai uses a large language model (LLM) to produce commit messages that are meaningful and context-aware. It currently supports both the OpenAI API and the Gemini API for message generation.
Table of Contents
About
cai is designed to simplify your Git workflow by automatically generating commit messages using an LLM. No more struggling to summarize changes, just run git cai, and it handles it for you.
Currently, the only supported backends are the OpenAI and Gemini APIs, but additional LLM integrations may be added in the future.
Prerequisites
- Python 3.10 or higher
- Pipx or Pip if installed in a virtual environment
- API key, currently supported
- OpenAI
- Gemini
Features
- Automatically detects added, modified, and deleted files
- Generates meaningful, context-aware commit messages using an LLM
- Seamless integration with Git as a plugin/extension
- Supports different LLM models and languages for each repository, as well as global configuration
- Allows to squash all commits in a branch and summarizes the commit messages
Installation
You can install cai using pipx:
pipx install git-cai-cli
After installation, make sure cai is added to your PATH:
pipx ensurepath
Then, restart your shell (e.g., bash, zsh, or whichever shell you use) for the changes to take effect.
Usage
Once installed, cai works like a standard Git command:
git cai
cai uses Git’s diff output to generate commit messages. The generated message is then opened in your editor, allowing you to review and edit it before confirming the commit.
In short: it behaves like git commit, but the commit message is pre-filled for you.
To exclude specific files or directories from being included in the generated commit message, create a .caiignore file in the root of your repository. This file works like a .gitignore.
- Files listed in
.gitignoreare always excluded. .caiignoreis only needed for files that are tracked by Git but should not be included in the commit message.
Configuration
The first time you run git cai, it automatically creates two configuration files:
cai_config.yml– Stores general settings:
home/<USERNAME>/.config/cai/cai_config.yml
tokens.yml– Stores your API token(s):
home/<USERNAME>/.config/cai/tokens.yml
Add your OpenAI and/or Gemini API token to tokens.yml so that cai can use it each time you generate a commit message.
If a cai_config.yml file exists in the root of your repository, cai will use the settings defined there. Otherwise, it falls back to the default settings.
To use a repository-specific configuration, copy the config file to the root of your repository and adjust it as needed:
cp ~/.config/cai/cai_config.yml .
Currently, the following options can be customized:
- default: set the default provider
- model: specify which model of the provider to use
- temperature: control how creative the model’s responses are
- language: set the language in which the LLM should generate commit messages
CLI
Besides running git cai to generate commit messages, you can use the following options:
-hshows a brief help message with available commands-d,--debugenables debug logging to help troubleshoot issues-l,--languageslist available languages-s,--squashSquash commits on this branch and summarize them-u,--updatechecks for updates thecaitool-v,--versiondisplays the currently installed version
License
This project is licensed under the MIT License.Project details
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