Question: Is there an AI-powered solution that can generate code for me based on a GitHub repository?

If you want an AI-powered way to generate code based on a GitHub repository, Greptile could be for you. This tool lets you query and generate code in a GitHub repository through a chat interface. It consumes repository data, including pull requests, to answer your questions and generate code. Greptile employs strong security practices to protect your data, so it's a good choice for developers who need to learn a new codebase quickly or get help with a particular coding issue.

Another great option is Autopilot. This AI-powered tool integrates with GitHub to help developers work more efficiently and collaborate better with colleagues. It uses the latest LLM models to help with real-time coding tasks, debug code, add new features and review pull requests. Autopilot can traverse entire codebases and scale for larger projects, so it's good for any programming language.

For integration with local repositories, check out aider. This AI pair programming system works with local git repositories, letting developers write code with large language models like GPT-4o and Claude 3 Opus right in their terminal. aider supports multiple programming languages and can handle multiple files at once, so it's a good way to speed up development work and increase productivity.