u/vanilla_cappucchino

Anyone's RAG bot ever hallucinated hard in front of users? What happened?

Been building RAG stuff and starting to think a lot about failure modes , curious if anyone's had their retrieval/RAG setup confidently give a wrong answer in prod (or a demo), and what that looked like on your end.

Specifically curious:

  • how'd you even catch it (user complained? you noticed manually? never did?)
  • did you know why it happened — bad chunk, bad retrieval, stale doc, prompt issue?
  • what'd you actually do to fix it

Not selling anything, just trying to understand real failure patterns instead of guessing. Would love to hear stories 🙏

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u/vanilla_cappucchino — 1 day ago