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A Python CLI tool for streamlining development workflows with LLMs - commit messages, PR descriptions, code reviews and more

Project description

FlowAI

FlowAI is a Python-based CLI tool that helps developers streamline their development workflow by automating common tasks using LLMs (Language Learning Models).

Features

  • Generate detailed commit messages from git diffs
  • Create comprehensive pull request descriptions
  • Perform automated code reviews
  • Interactive chat mode with streaming support
  • Support for multiple LLM providers:
    • OpenAI
    • Anthropic
    • Groq
    • Google
    • Ollama
  • Cross-platform compatibility (Windows, Mac, Linux)
  • Markdown rendering in terminal
  • Streaming responses for real-time feedback
  • Configurable output formatting per command

Command System

FlowAI uses a powerful command system to automate common tasks. Commands are defined in ~/flowai-prompts/prompt-index.txt and can be customized to your needs.

Command Features

  • Pre-configured context gathering
  • Template-based prompts
  • Interactive user input
  • Platform-specific variants (Windows/Unix)
  • Configurable output formatting:
    • markdown - Rich formatted output (default)
    • raw - Plain text output (ideal for commit messages, PR descriptions)

Example Commands

# Generate a commit message for staged changes (raw output)
flowai --command staged-commit-message

# Review code changes (markdown formatted)
flowai --command staged-code-review

# Create PR description (raw output)
flowai --command pull-request

Chat Mode Features

FlowAI's chat mode is a powerful way to interact with the AI assistant. You can:

  1. Start a direct chat session:
flowai --chat
  1. Turn any command into a chat session by adding --chat:
# Start with a code review and continue chatting about it
flowai --command staged-code-review --chat

# Generate a commit message and discuss it
flowai --command staged-commit-message --chat

# Create a PR description and refine it through chat
flowai --command pull-request --chat

When using --chat with a command, FlowAI will:

  1. Execute the command normally first
  2. Use the command's output as context for a new chat session
  3. Allow you to discuss, refine, or ask questions about the output
  4. Keep the original context (e.g., git diff, code changes) available for reference

Chat Features

  • Stream mode toggle (/stream, /stream on, /stream off)
  • Token usage tracking
  • Real-time response streaming
  • Command system for common operations
  • Chat history persistence
  • Markdown rendering
  • Loading indicators with timing information

Chat Commands

  • /help - Show available commands
  • /quit - Exit chat mode
  • /clear - Clear chat history
  • /stream - Toggle stream mode
  • /stream on - Enable stream mode
  • /stream off - Disable stream mode

Known Issues

We are actively working on fixing several issues in the chat mode:

  • Ctrl+C handling may not work correctly in some scenarios
  • Status display (tokens and stream mode) may not show correctly in some terminals
  • Double "Generating response..." message may appear
  • Some formatting issues with streamed responses
  • Terminal compatibility issues with certain commands

Please check our TODO.md file for a complete list of issues being tracked.

Installation

pip install flowai

Configuration

Run the initial setup:

flowai --init

This will guide you through:

  1. Setting up API keys
  2. Choosing your default model
  3. Configuring stream mode preferences

Usage

Basic Commands

# Start chat mode
flowai --chat

# pipe output into flowai as context
git diff | flowai "summarise these changes in 1 paragraph"

# ask any question
flowai "how do i do a git rebase? Is it dangerous? Be concise"

# Generate commit message for staged changes (raw output)
flowai --command staged-commit-message

# Review staged changes (markdown formatted)
flowai --command staged-code-review

# Get help (markdown formatted)
flowai --command help

# Get specific help on any flowai feature
flowai --command help "how do i create a custom command that will work in windows and unix style platforms?"

Output Formatting

Commands can be configured to output in either markdown or raw format:

  • Markdown format: Rich text with formatting, ideal for reviews and documentation
  • Raw format: Plain text, perfect for commit messages and PR descriptions

You can:

  1. Set format per command in prompt-index.txt
  2. Override with --no-markdown flag
  3. Default to markdown if not specified

Chat Commands

  • /help - Show available commands
  • /quit - Exit chat mode
  • /clear - Clear chat history
  • /stream - Toggle stream mode
  • /stream on - Enable stream mode
  • /stream off - Disable stream mode

Contributing

Please see our CONTRIBUTING.md for guidelines on how to contribute to this project.

License

MIT License - see LICENSE for details

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