Monday, May 11, 2026

Where do RAG systems fail ?

 

CaseExample
paraphrased queries“Why do pods keep dying?”
ambiguous intent“network issue”
multi-hop reasoning“Why can’t traffic reach my pod?”
noisy documentsirrelevant chunks
conflicting infocontradictory docs
missing contextincomplete knowledge
adversarial phrasingindirect wording

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Where do RAG systems fail ?

  Case Example paraphrased queries “Why do pods keep dying?” ambiguous intent “network issue” multi-hop reasoning “Why can’t traffic reach m...