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 my pod?”
noisy documents	irrelevant chunks
conflicting info	contradictory docs
missing context	incomplete knowledge
adversarial phrasing	indirect wording