🚀 AutoPR 🚀

AutoPR autonomously writes pull requests in response to issues with ChatGPT.
Built with Guardrails and Langchain.

💪 How does it work?

Triggered by adding a label containing AutoPR to an issue, AutoPR will:

1. Plan a fix
2. Write the code
3. Push a branch
4. Open a pull request

📍 Roadmap

• Automatically write pull requests based on labeled issues
• Autonomously generate code through iterative and adaptive planning
• Vector search through repository contents (irgolic#55)
• Improving codegen performance (irgolic#56)
• Iterate with PR comments and code review (irgolic#31)
• ChatGPT plugin that writes an issue during the course of a conversation
• User-configurable tasks like "add tests", "add docs", "add type hints"
• User-configurable semantic CI checks like "if file x changes, ensure file y reflects the change"
• Autonomous PR reviewer who pushes to your branch

💎 Examples

Well-written issue often lead to better results.

It can write code that fixes a bug in an existing repository.

• Example 1: Replace GPT2FastTokenizer with tiktoken
  • Issue
  • Pull request

Or it can write code from scratch in an empty repository.

• Example 2: Write three programming interview challenges
  • Issue
  • Pull request

🤞 Limitations

This Github Action is in development, and in alpha release.

It still:

• Sometimes duplicates lines
• Sometimes calls functions that don't exist
• Only works on Github (see #46)

🔨 Usage

Please see USAGE.md for more information.

📝 Contributing

Please see CONTRIBUTING.md for more information.