lazym 0.16.0

A tool to generate commit messages using AI

lazym

lazym is an AI-powered tool that automatically generates meaningful commit messages for your Git repositories.

lazym is inspired by jen-Ya/commitgpt

Features

• Generates commit messages based on staged changes
• Without the risk of leaking code snippets to external LLM services
• Integrates seamlessly with your Git workflow
• Uses advanced language models for intelligent message generation

Requirements

• Ollama with Llama 3.1:8b model
• Git (version 2.0 or higher)
• Python 3.7 or above

Command to pull Llama 3.1:8b model for Ollama:

$ ollama run llama3.1:8b

Installation

To install lazym, follow these steps:

1. Ensure you have Python 3.7+ and pip installed on your system.

2. Install lazym using pip:

   pip install lazym
   

3. After installation, navigate to any Git repository and run the following command to set up the Git hook:

   lazym install
   

   This will install the necessary Git hook to enable automatic commit message generation.

Usage

Once installed and set up, lazym works in two ways:

1. Automatically when you make a commit: Simply stage your changes as usual and run git commit. lazym will generate a commit message based on your staged changes.

2. Manually by running lazym ci "<hints for LLM>": This command allows you to generate a commit message with additional context provided to the LLM.

After generating the commit message, you'll be presented with four options:

1. Accept and commit: Use the generated message as-is and commit.
2. Edit message: Modify the generated message before committing.
3. Regenerate message: Generate a new message using the same diff.
4. Cancel commit: Abort the commit process.

This allows you to benefit from the AI-generated suggestions while maintaining full control over your commit messages. If you're not satisfied with the generated message, you can either edit it or request a new one.

Commands

• lazym install: Install the prepare-commit-msg hook in the current Git repository.
• lazym uninstall: Uninstall the prepare-commit-msg hook from the current Git repository.
• lazym ci "<optional hints>": Generate a commit message with optional additional context.

Configuration

lazym can be configured using a config.ini file located at ~/.config/lazym/config.ini. The following options are available:

[DEFAULT]

• model: The AI model to use for generating commit messages.
  • Default: "llama3.1:8b"
  • Options:
    • Ollama models: Use the model name directly (e.g., "llama3.1:8b", "codellama:7b")
    • Groq models: Prefix with "groq:" (e.g., "groq:mixtral-8x7b-32768", "groq:llama2-70b-4096")

[!NOTE] To use Groq models, you need to:

1. Sign up at groq.com to get an API key
2. Set the GROQ_API_KEY environment variable with your API key

• temperature: Controls the randomness of the AI's responses.

  • Default: 0.8
  • Range: 0.0 to 1.0
  • Lower values make responses more focused and deterministic
  • Higher values make responses more creative and varied

• message_format: The format to apply to the generated commit message.

  • Default: "lowercase"
  • Options:
    • "lowercase": Converts the first character of the message to lowercase.
    • "sentence case": Capitalizes the first character of each sentence.
    • Any other value will keep the original format as generated by the AI.

• prompt: The prompt template used to generate commit messages.

  • Must include the {diff} placeholder where the code changes should be inserted
  • Default: empty (uses built-in prompt)
  • You can customize this to match your team's commit message style

• rstrip_period: Controls whether to remove trailing periods from commit messages.

  • Default: "true"
  • Options:
    • "true": Remove trailing periods from commit messages
    • "false": Keep trailing periods if present in the generated message

Customizing Prompts

You can customize how lazym generates commit messages by providing your own prompt template. There are two ways to do this:

1. Using config.ini: Suitable for simple, one-line prompts. Specify the prompt option in your config.ini file. This method is ideal for straightforward prompts that don't require complex formatting or multiple lines.

   Example:

   [DEFAULT]
   prompt = "Generate a concise commit message for the following changes: {diff}"
   

2. Using prompt.txt: Suitable for more complex, multi-line prompts. Create a prompt.txt file in the ~/.config/lazym/ directory. If this file exists, its contents will override the prompt setting in config.ini. This method is ideal for detailed prompts that require specific formatting or guidelines.

   Example prompt.txt:

   Generate a conventional commit message for these changes.
   Format: <type>(<scope>): <description>
   Types: feat, fix, docs, style, refactor, test, chore
   Keep the message under 72 chars.
   
   Changes:
   {diff}
   

If no prompt is specified in either config.ini or prompt.txt, lazym will use its built-in prompt template that follows general Git best practices.