In the previous post, we built a RAG system from scratch. Sixty lines of Python. Six onboarding documents chunked, embedded, and searchable. Two questions asked, two correct answers grounded in the actual policy documents.

It worked great. So obviously, let's break it to learn how to fix it.

And then we go deeper than the video had time for: the...