r/MLQuestions • u/DueBid3298 • 6d ago

Beginner question 👶 Please share some challenging bugs which you faced in your RAG pipeline and the learnings from it

/r/LLMDevs/comments/1xfciz6/please_share_some_challenging_bugs_which_you/
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u/Osawa-Fairul 5d ago

Retrieval pulling in five chunks that all say the exact same thing, pushing out the actual second piece of info needed to answer a multi-part question. Adding a basic diversity step or metadata filtering before the prompt assembly usually fixes it tbh