Interesting..would you like to share some technical details? it did not seem you have used RAG here?

Yeah, RAG is not the best option here. Check out the design doc: https://github.com/The-Pocket/Tutorial-Codebase-Knowledge/bl... I also have a YouTube Dev Tutorial. The link is on the repo.