Multiple Choice Flashcards on 03 AWS Certified Generative AI Developer - Prof...

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Flashcard Practice AWS Certified Generative AI Developer - Professional (AIP-C01) Multiple Choice

A company runs a RAG assistant for field technicians. Queries often contain part numbers such as AX-19B, but technicians also describe symptoms in ordinary language. Pure semantic search misses exact part-number matches, and pure keyword search misses symptom matches. What should the team implement?

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A retrieval rule that returns the oldest manuals first because older manuals contain more revisions A nightly job that removes part numbers from indexed documents to reduce token noise A hybrid retrieval architecture with lexical matching for identifiers, semantic matching for descriptions, and measured result quality A prompt that tells the model to guess the closest part number when retrieval is uncertain

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