The document explains that Retrieval-Augmented Generation (RAG) works in two stages: Retrieval and Generation. A catastrophic failure in the "Retrieval" stage would most likely result in what kind of output?

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A perfectly structured answer that is factually incorrect.

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An answer that is a direct, verbatim copy of a large portion of the source document.

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A plausible-sounding but non-specific answer based on the model's general knowledge, as it failed to find grounding context (a hallucination).

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A refusal from the model to answer the question due to lack of information.

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The document explains that Retrieval-Augmented Generation (RAG) works in two sta...

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