GitHub Issue resolution with RAG and ChatGPT

Hey guys,

I recently made a a RAG-based github extension that responds directly to created “issues” in github repositories with a detailed overview of files and changes to make to resolve the issue. I see this as being particularly helpful for industry repositories where the codebases are quite big issues are frequently used.

Would love to know what you think of the concept!

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Welcome to the dev community!

I’ve changed the category to Community and added the project tag. While we love devs sharing their work, we ask that you keep updates here in this thread.

Can you tell us a bit about how/why you built it? Any problems you ran into along the way that would help other devs around the world?

Again, welcome! Hope you stick around…

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There’s no way with “AI”'s current capability in this space (ie coding) that I’d want them spamming GitHub issues with unreliable solutions and forcing me to trudge through even more artificially generated text. Ugh.

If LLMs were already good enough for this task, what would be the point of humans engaging in this forum for example?

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Human Endeavour I would say :slight_smile: