AWS Certified Generative AI Developer – Professional

Try a sample question

Elandi wrote these in this learning plan's style. Pick an answer to see whether it's right and why. They are not taken from the exam.

• An enterprise assistant must retrieve from a supported SharePoint connector and enforce document-level permissions at retrieval. The small application team wants to minimize ownership of ingestion, indexing, storage and retrieval infrastructure. Which design best meets these constraints? One answer

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• A RAG assistant must reduce unsupported answers without obscuring why failures occur. The team has representative queries with known current evidence and must preserve an auditable path for diagnosing both retrieval and generation. Which TWO actions best address the requirement? (Select TWO.) Select all that apply

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• A production RAG application sends a system instruction, retrieved passages and a user question to a supported Amazon Bedrock model. A tested guardrail must screen the user question for a denied topic, but must not reject a request merely because the same topic is discussed in the retrieved passages or system instruction. The approved configuration must be stable across deployments. Which approach best meets these requirements? One answer

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• A production assistant on Amazon Bedrock is over its inference budget. The team must reduce cost while meeting an existing answer-quality threshold and a tail-latency objective; its evaluation set includes representative difficult queries. Which TWO actions form the most defensible optimization process? (Select TWO.) Select all that apply

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  Check answer