gptcomet 2.4.1
GPTComet: AI-Powered Git Commit Message Generator.
License: MIT license
Requires Python: <4.0,>=3.9
Keywords: ai, git, commit, message, ai-powered, commit-message, gptcomet, chatgpt

# GPTComet: AI-Powered Git Commit Message Generator And Reviewer

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<!-- TOC -->

- [GPTComet: AI-Powered Git Commit Message Generator And Reviewer](#gptcomet-ai-powered-git-commit-message-generator-and-reviewer)
  - [💡 Overview](#-overview)
  - [✨ Features](#-features)
  - [⬇️ Installation](#️-installation)
  - [📕 Usage](#-usage)
  - [🔧 Setup](#-setup)
    - [Configuration Methods](#configuration-methods)
    - [Provider Setup Guide](#provider-setup-guide)
      - [OpenAI](#openai)
      - [Gemini](#gemini)
      - [Claude/Anthropic](#claudeanthropic)
      - [Vertex](#vertex)
      - [Azure](#azure)
      - [Ollama](#ollama)
      - [Other Supported Providers](#other-supported-providers)
    - [Manual Provider Setup](#manual-provider-setup)
  - [⌨️ Commands](#️-commands)
  - [⚙ Configuration](#-configuration)
    - [file\_ignore](#file_ignore)
    - [provider](#provider)
    - [output](#output)
    - [Markdown theme](#markdown-theme)
    - [Supported languages](#supported-languages)
    - [console](#console)
  - [🔦 Supported Keys](#-supported-keys)
  - [📃 Example](#-example)
    - [Basic Usage](#basic-usage)
    - [Enhanced Error Messages](#enhanced-error-messages)
    - [Progress Indicators](#progress-indicators)
  - [💻 Development](#-development)
    - [Requirements](#requirements)
    - [Setup](#setup)
    - [Running Tests](#running-tests)
      - [Go Tests](#go-tests)
      - [Python Tests](#python-tests)
    - [Code Quality](#code-quality)
      - [Go](#go)
      - [Python](#python)
    - [Build](#build)
  - [📩 Contact](#-contact)
  - [☕️ Sponsor](#️-sponsor)
  - [📜 License](#-license)

<!-- /TOC -->

## 💡 Overview

GPTComet is an AI-powered developer tool that streamlines your Git workflow and enhances code quality through automated commit message generation and intelligent code review.

## ✨ Features

This project leverages the power of large language models to automate repetitive tasks and improve the overall development process. The core features include:

-   **Automatic Commit Message Generation**: GPTComet can generate commit messages based on the changes made in the code.
-   **Intelligent Code Review**: Get AI-powered code reviews with actionable feedback and suggestions.
-   **Progress Indicators**: Optional verbose mode shows real-time progress for long-running operations.
-   **Support for Multiple Languages**: GPTComet supports multiple languages, including English, Chinese and so on.
-   **Customizable Configuration**: GPTComet allows users to customize the configuration to suit their needs, such llm model and prompt.
-   **Support for Rich Commit Messages**: GPTComet supports rich commit messages, which include a title, summary, and detailed description.
-   **Support for Multiple Providers**: GPTComet supports multiple providers, including OpenAI, Gemini, Claude/Anthropic, Vertex, Azure, Ollama, and others.
-   **Support SVN and Git**: GPTComet supports both SVN and Git repositories.

## ⬇️ Installation

To use GPTComet, you can download from [Github release](https://github.com/belingud/gptcomet/releases/latest), or by install scripts:

```bash
curl -sSL https://cdn.jsdelivr.net/gh/belingud/gptcomet@master/install.sh | bash
```


Windows:

```powershell
irm https://cdn.jsdelivr.net/gh/belingud/gptcomet@master/install.ps1 | iex
```
If you want to install specific version, you can use the following script:

```bash
curl -sSL https://cdn.jsdelivr.net/gh/belingud/gptcomet@master/install.sh | bash -s -- -v 0.4.2
```

```powershell
irm https://cdn.jsdelivr.net/gh/belingud/gptcomet@master/install.ps1 | iex -CommandArgs @("-v", "0.4.2")
```

If you prefer to run in python, you can install by `pip` directly, it packaged the binary files corresponding to the platform already.

```shell
pip install gptcomet

# Using pipx
pipx install gptcomet

# Using uv
uv tool install gptcomet
Resolved 1 package in 1.33s
Installed 1 package in 8ms
 + gptcomet==0.1.6
Installed 2 executables: gmsg, gptcomet
```

## 📕 Usage

To use gptcomet, follow these steps:

1.  **Install GPTComet**: Install GPTComet through pypi.
2.  **Configure GPTComet**: See [Setup](#setup). Configure GPTComet with your api_key and other required keys like:

-   `provider`: The provider of the language model (default `openai`).
-   `api_base`: The base URL of the API (default `https://api.openai.com/v1`).
-   `api_key`: The API key for the provider.
-   `model`: The model used for generating commit messages (default `gpt-4o`).

3.  **Run GPTComet**: Run GPTComet using the following command: `gmsg commit`.

If you are using `openai` provider, and finished set `api_key`, you can run `gmsg commit` directly.

## 🔧 Setup

### Configuration Methods

1. **Direct Configuration**

    - Configure directly in `~/.config/gptcomet/gptcomet.yaml`.

2. **Interactive Setup**
    - Use the `gmsg newprovider` command for guided setup.

### Provider Setup Guide

![Made with VHS](https://vhs.charm.sh/vhs-6019QMIveifvh9vGKc2ZZ8.gif)

```bash
gmsg newprovider

    Select Provider

  > 1. azure
    2. chatglm
    3. claude
    4. cohere
    5. deepseek
    6. gemini
    7. groq
    8. kimi
    9. mistral
    10. ollama
    11. openai
    12. openrouter
    13. sambanova
    14. silicon
    15. tongyi
    16. vertex
    17. xai
    18. Input Manually

    ↑/k up • ↓/j down • ? more
```

#### OpenAI

OpenAI api key page: https://platform.openai.com/api-keys

```shell
gmsg newprovider

Selected provider: openai
Configure provider:

Previous inputs:
  Enter OpenAI API base: https://api.openai.com/v1
  Enter API key: sk-abc*********************************************
  Enter max tokens: 1024

Enter Enter model name (default: gpt-4o):
> gpt-4o


Provider openai configured successfully!
```

#### Gemini

Gemini api key page: https://aistudio.google.com/u/1/apikey

```shell
gmsg newprovider
Selected provider: gemini
Configure provider:

Previous inputs:
  Enter Gemini API base: https://generativelanguage.googleapis.com/v1beta/models
  Enter API key: AIz************************************
  Enter max tokens: 1024

Enter Enter model name (default: gemini-1.5-flash):
> gemini-2.0-flash-exp

Provider gemini already has a configuration. Do you want to overwrite it? (y/N): y

Provider gemini configured successfully!
```

#### Claude/Anthropic

I don't have an anthropic account yet, please see [Anthropic console](https://console.anthropic.com)

#### Vertex

Vertex console page: https://console.cloud.google.com

```shell
gmsg newprovider
Selected provider: vertex
Configure provider:

Previous inputs:
  Enter Vertex AI API Base URL: https://us-central1-aiplatform.googleapis.com/v1
  Enter API key: sk-awz*********************************************
  Enter location (e.g., us-central1): us-central1
  Enter max tokens: 1024
  Enter model name: gemini-1.5-pro

Enter Enter Google Cloud project ID:
> test-project


Provider vertex configured successfully!
```

#### Azure

```shell
gmsg newprovider

Selected provider: azure
Configure provider:

Previous inputs:
  Enter Azure OpenAI endpoint: https://gptcomet.openai.azure.com
  Enter API key: ********************************
  Enter API version: 2024-02-15-preview
  Enter Azure OpenAI deployment name: gpt4o
  Enter max tokens: 1024

Enter Enter deployment name (default: gpt-4o):
> gpt-4o


Provider azure configured successfully!
```

#### Ollama

```shell
gmsg newprovider
Selected provider: ollama
Configure provider:

Previous inputs:
  Enter Ollama API Base URL: http://localhost:11434/api
  Enter max tokens: 1024

Enter Enter model name (default: llama2):
> llama2


Provider ollama configured successfully!
```

#### Other Supported Providers

-   Groq
-   Mistral
-   Tongyi/Qwen
-   XAI
-   Sambanova
-   Silicon
-   Deepseek
-   ChatGLM
-   KIMI
-   LongCat
-   Cohere
-   OpenRouter
-   Hunyuan
-   ModelScope
-   MiniMax
-   Yi (lingyiwanwu)

Not supported:

-   Baidu ERNIE

### Manual Provider Setup

Or you can enter the provider name manually, and setup config manually.

```shell
gmsg newprovider
You can either select one from the list or enter a custom provider name.
  ...
  vertex
> Input manually

Enter provider name: test
Enter OpenAI API Base URL [https://api.openai.com/v1]:
Enter model name [gpt-4o]:
Enter API key: ************************************
Enter max tokens [1024]:
[GPTComet] Provider test configured successfully.
```

Some special provider may need your custome config. Like `cloudflare`.

> Be aware that the model name is not used in cloudflare api.

```shell
$ gmsg newprovider

Selected provider: cloudflare
Configure provider:

Previous inputs:
  Enter API Base URL: https://api.cloudflare.com/client/v4/accounts/<account_id>/ai/run
  Enter model name: llama-3.3-70b-instruct-fp8-fast
  Enter API key: abc*************************************

Enter Enter max tokens (default: 1024):
> 1024

Provider cloudflare already has a configuration. Do you want to overwrite it? (y/N): y

Provider cloudflare configured successfully!

$ gmsg config set cloudflare.completion_path @cf/meta/llama-3.3-70b-instruct-fp8-fast
$ gmsg config set cloudflare.answer_path result.response
```

## ⌨️ Commands

The following are the available commands for GPTComet:

-   `gmsg config`: Config manage commands group.
    -   `get <key>`: Get the value of a configuration key.
    -   `list`: List the entire configuration content.
    -   `reset`: Reset the configuration to default values (optionally reset only the prompt section with `--prompt`).
    -   `set <key> <value>`: Set a configuration value.
    -   `path`: Get the configuration file path.
    -   `remove <key> [value]`: Remove a configuration key or a value from a list. (List value only, like `fileignore`)
    -   `append <key> <value>`: Append a value to a list configuration.(List value only, like `fileignore`)
    -   `keys`: List all supported configuration keys.
-   `gmsg commit`: Generate commit message by changes/diff.
    -   `--svn`: Generate commit message for svn.
    -   `--dry-run`: Dry run the command without actually generating the commit message.
    -   `-y/--yes`: Skip the confirmation prompt.
    -   `--no-verify`: Skip git hooks verification, akin to using `git commit --no-verify`
    -   `--repo`: Path to the repository (default ".").
    -   `--answer-path`: Override answer path
    -   `--api-base`: Override API base URL
    -   `--api-key`: Override API key
    -   `--completion-path`: Override completion path
    -   `--frequency-penalty`: Override frequency penalty
    -   `--max-tokens`: Override maximum tokens
    -   `--model`: Override model name
    -   `--provider`: Override AI provider (openai/deepseek)
    -   `--proxy`: Override proxy URL
    -   `--retries`: Override retry count
    -   `--temperature`: Override temperature
    -   `--top-p`: Override top_p value
-   `gmsg newprovider`: Add a new provider.
-   `gmsg review`: Review staged diff or pipe to `gmsg review`.
    -   `--svn`: Get diff from svn.
    -   `--stream`: Stream output as it arrives from the LLM.
    -   `--repo`: Path to the repository (default ".").
    -   `--answer-path`: Override answer path
    -   `--api-base`: Override API base URL
    -   `--api-key`: Override API key
    -   `--completion-path`: Override completion path
    -   `--frequency-penalty`: Override frequency penalty
    -   `--max-tokens`: Override maximum tokens
    -   `--model`: Override model name
    -   `--provider`: Override AI provider (openai/deepseek)
    -   `--proxy`: Override proxy URL
    -   `--retries`: Override retry count
    -   `--temperature`: Override temperature
    -   `--top-p`: Override top_p value

Global flags:

```shell
  -c, --config string   Config file path
  -d, --debug           Enable debug mode
```

## ⚙ Configuration

Here's a summary of the main configuration keys:

| Key                            | Description                                                | Default Value                     |
| :----------------------------- | :--------------------------------------------------------- | :-------------------------------- |
| `provider`                     | The name of the LLM provider to use.                       | `openai`                          |
| `file_ignore`                  | A list of file patterns to ignore in the diff.             | (See [file_ignore](#file_ignore)) |
| `output.lang`                  | The language for commit message generation.                | `en`                              |
| `output.rich_template`         | The template to use for rich commit messages.              | `<title>:<summary>\n\n<detail>`   |
| `output.translate_title`       | Translate the title of the commit message.                 | `false`                           |
| `output.review_lang`           | The language to generate the review message.               | `en`                              |
| `output.markdown_theme`        | The theme to display markdown_theme content.               | `auto`                            |
| `console.verbose`              | Enable verbose output with progress indicators and detailed error messages. | `true`                            |
| `<provider>.api_base`          | The API base URL for the provider.                         | (Provider-specific)               |
| `<provider>.api_key`           | The API key for the provider.                              |                                   |
| `<provider>.model`             | The model name to use.                                     | (Provider-specific)               |
| `<provider>.retries`           | The number of retry attempts for API requests.             | `2`                               |
| `<provider>.proxy`             | The proxy URL to use (if needed).                          |                                   |
| `<provider>.max_tokens`        | The maximum number of tokens to generate.                  | `2048`                            |
| `<provider>.top_p`             | The top-p value for nucleus sampling.                      | `0.7`                             |
| `<provider>.temperature`       | The temperature value for controlling randomness.          | `0.7`                             |
| `<provider>.frequency_penalty` | The frequency penalty value.                               | `0`                               |
| `<provider>.extra_headers`     | Extra headers to include in API requests (JSON string).    | `{}`                              |
| `<provider>.extra_body`        | Extra body to include in API requests (JSON string).       | `{}`                              |
| `<provider>.completion_path`   | The API path for completion requests.                      | (Provider-specific)               |
| `<provider>.answer_path`       | The JSON path to extract the answer from the API response. | (Provider-specific)               |
| `prompt.brief_commit_message`  | The prompt template for generating brief commit messages.  | (See `defaults/defaults.go`)      |
| `prompt.rich_commit_message`   | The prompt template for generating rich commit messages.   | (See `defaults/defaults.go`)      |
| `prompt.translation`           | The prompt template for translating commit messages.       | (See `defaults/defaults.go`)      |

**Note:** `<provider>` should be replaced with the actual provider name (e.g., `openai`, `gemini`, `claude`).

Some providers require specific keys, such as Vertex needing project ID, location, etc.

The configuration file for GPTComet is `gptcomet.yaml`. The file should contain the following keys:

`output.translate_title` is used to determine whether to translate the title of the commit message.

For example in `output.lang: zh-cn`, the title of the commit message is `feat: Add new feature`

If `output.translate_title` is set to `true`, the commit message will be translated to `功能：新增功能`.
Otherwise, the commit message will be translated to `feat: 新增功能`.

In some case you can set `complation_path` to empty string, like `<provider>.completion_path: ""`, to use `api_base` endpoint directly.

### file_ignore

The file to ignore when generating a commit. The default value is

```yaml
- bun.lockb
- Cargo.lock
- composer.lock
- Gemfile.lock
- package-lock.json
- pnpm-lock.yaml
- poetry.lock
- yarn.lock
- pdm.lock
- Pipfile.lock
- "*.py[cod]"
- go.sum
- uv.lock
```

You can add more file_ignore by using the `gmsg config append file_ignore <xxx>` command.
`<xxx>` is same syntax as `gitignore`, like `*.so` to ignore all `.so` suffix files.

### provider

The provider configuration of the language model.

The default provider is `openai`.

Provider config just like:

```yaml
provider: openai
openai:
    api_base: https://api.openai.com/v1
    api_key: YOUR_API_KEY
    model: gpt-4o
    retries: 2
    max_tokens: 1024
    temperature: 0.7
    top_p: 0.7
    frequency_penalty: 0
    extra_headers: {}
    answer_path: choices.0.message.content
    completion_path: /chat/completions
```

If you are using `openai`, just leave the `api_base` as default. Set your `api_key` in the `config` section.

If you are using an `openai` class provider, or a provider compatible interface, you can set the provider to `openai`.
And set your custom `api_base`, `api_key` and `model`.

For example:

`Openrouter` providers api interface compatible with openai,
you can set provider to `openai` and set `api_base` to `https://openrouter.ai/api/v1`,
`api_key` to your api key from [keys page](https://openrouter.ai/settings/keys)
and `model` to `meta-llama/llama-3.1-8b-instruct:free` or some other you prefer.

```shell
gmsg config set openai.api_base https://openrouter.ai/api/v1
gmsg config set openai.api_key YOUR_API_KEY
gmsg config set openai.model meta-llama/llama-3.1-8b-instruct:free
gmsg config set openai.max_tokens 1024
```

Silicon providers the similar interface with openrouter, so you can set provider to `openai`
and set `api_base` to `https://api.siliconflow.cn/v1`.

**Note that max tokens may vary, and will return an error if it is too large.**

### output

The output configuration of the commit message.

The default output is

```yaml
output:
    lang: en
    rich_template: "<title>:<summary>\n\n<detail>"
    translate_title: false
    review_lang: "en"
    markdown_theme: "auto"
```

You can set `rich_template` to change the template of the rich commit message,
and set `lang` to change the language of the commit message.

### Markdown theme

Supported markdown theme:

-   `auto`: Auto detect markdown theme (default).
-   `ascii`: ASCII style.
-   `dark`: Dark theme.
-   `dracula`: Dracula theme.
-   `light`: Light theme.
-   `tokyo-night`: Tokyo Night theme.
-   `notty`: Notty style, no render.
-   `pink`: Pink theme.

If you not set `markdown_theme`, the markdown theme will be auto detected.
If you are using light terminal, the markdown theme will be `dark`, if you are using dark terminal, the markdown theme will be `light`.

GPTComet is using glamour to render markdown, you can preview the markdown theme in [glamour preview](https://github.com/charmbracelet/glamour/tree/master/styles/gallery#glamour-style-section).

### Supported languages

`output.lang` and `output.review_lang` support the following languages:

-   `en`: English
-   `zh-cn`: Simplified Chinese
-   `zh-tw`: Traditional Chinese
-   `fr`: French
-   `vi`: Vietnamese
-   `ja`: Japanese
-   `ko`: Korean
-   `ru`: Russian
-   `tr`: Turkish
-   `id`: Indonesian
-   `th`: Thai
-   `de`: German
-   `es`: Spanish
-   `pt`: Portuguese
-   `it`: Italian
-   `ar`: Arabic
-   `hi`: Hindi
-   `el`: Greek
-   `pl`: Polish
-   `nl`: Dutch
-   `sv`: Swedish
-   `fi`: Finnish
-   `hu`: Hungarian
-   `cs`: Czech
-   `ro`: Romanian
-   `bg`: Bulgarian
-   `uk`: Ukrainian
-   `he`: Hebrew
-   `lt`: Lithuanian
-   `la`: Latin
-   `ca`: Catalan
-   `sr`: Serbian
-   `sl`: Slovenian
-   `mk`: Macedonian
-   `lv`: Latvian

### console

The console output config.

The default console is

```yaml
console:
    verbose: true
```

When `verbose` is enabled (`true`), GPTComet provides enhanced user experience:

- **Progress Indicators**: Shows real-time progress for commit message generation and code review
  ```
  [1/2] Fetching git diff...
  ✓ Fetching git diff (0.07s)
  Discovered provider: mistral, model: codestral-latest
  [2/2] Generating message...
  ✓ Generating message (13.24s)
  ```

- **Detailed Operation Information**: Displays which provider and model are being used

- **Enhanced Error Messages**: All errors include:
  - Clear problem description
  - Specific suggestions for resolution
  - Relevant documentation links
  - Appropriate emoji indicators for quick identification

When `verbose` is disabled (`false`), GPTComet runs in silent mode with minimal output, suitable for scripting and automated workflows.

## 🔦 Supported Keys

You can use `gmsg config keys` to check supported keys.

## 📃 Example

Here is an example of how to use GPTComet:

### Basic Usage

1.  When you first set your OpenAI KEY by `gmsg config set openai.api_key YOUR_API_KEY`, it will generate config file at `~/.local/gptcomet/gptcomet.yaml`, includes:

```
provider: "openai"
openai:
  api_base: "https://api.openai.com/v1"
  api_key: "YOUR_API_KEY"
  model: "gpt-4o"
  retries: 2
output:
  lang: "en"
```

2.  Run the following command to generate a commit message: `gmsg commit`
3.  GPTComet will generate a commit message based on the changes made in the code and display it in the console.

### Enhanced Error Messages

GPTComet provides helpful error messages with actionable suggestions:

```bash
$ gmsg commit

❌ API Key Not Configured

Provider 'openai' requires an API key, but none was found.

What to do:
  • Set API key: gmsg config set openai.api_key <your-key>
  • Or set env var: export OPENAI_API_KEY=<your-key>
  • Check provider: gmsg config get openai

Docs: https://github.com/belingud/gptcomet#configuration
```

### Progress Indicators

When `console.verbose` is enabled (default), you'll see real-time progress:

```bash
$ gmsg commit

[1/2] Fetching git diff...(0.07s)
Discovered provider: mistral, model: codestral-latest
[2/2] Generating message...
📤 Sending request to mistral...
Token usage> prompt: 1341, completion: 10, total: 1,351
✓ Generating message (13.24s)

feat: add user authentication feature
```

To disable progress indicators and run in silent mode:

```bash
gmsg config set console.verbose false
```

Note: Replace `YOUR_API_KEY` with your actual API key for the provider.

## 💻 Development

### Requirements
- Go 1.25+
- Python 3.9+
- just command runner
- pytest (for Python tests)

### Setup

If you'd like to contribute to GPTComet, feel free to fork this project and submit a pull request.

First, fork the project and clone your repo.

```shell
git clone https://github.com/<yourname>/gptcomet
```

Second, make sure you have `uv`, you can install by `pip`, `brew` or other way in their [installation](https://docs.astral.sh/uv/getting-started/installation/) docs

Use `just` command to install dependencies:

```shell
just install
```

### Running Tests

#### Go Tests

```bash
# Run all Go tests
go test ./...

# Run specific package tests
go test ./internal/llm/

# Run with coverage
go test -coverprofile=coverage.out ./...
go tool cover -html=coverage.out

# Using just
just test              # Run tests with coverage
just test-coverage     # Generate coverage report
just test-cover-func   # Show coverage by function
```

#### Python Tests

```bash
# Run Python wrapper tests
just test-py

# Run with coverage
just test-py-cov

# Or manually with uv
uv run pytest tests/py_tests/ -v
uv run pytest tests/py_tests/ --cov=py/gptcomet --cov-report=html
```

### Code Quality

#### Go

```bash
# Static analysis
go vet ./...
staticcheck ./...

# Using just
just check             # Run go vet and staticcheck
just format            # Format Go code
```

#### Python

```bash
# Code linting
ruff check py/

# Formatting
ruff format py/
```

### Build

```bash
# Build Go binary
just build

# Build all platforms
just build-all

# Build Python wheel
just build-py
```

## 📩 Contact

If you have any questions or suggestions, feel free to contact.

## ☕️ Sponsor

If you like GPTComet, you can buy me a coffee to support me. Any support can help the project go further.

[Buy Me A Coffee](./SPONSOR.md)

## 📜 License

GPTComet is licensed under the MIT License.

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