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 is building an internal policy assistant over a very large archive. Queries are moderate, storage cost is the main constraint, and sub-second retrieval latency is helpful but not mandatory. Which vector-store direction should the architect evaluate first?

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A cost-optimized Bedrock Knowledge Bases option such as Amazon S3 Vectors, validated against latency and relevance requirements A relational table that stores embeddings as plain text and performs string comparison A separate OpenSearch Serverless collection for every individual source document A manually managed GPU fleet that stores all embeddings in local memory on each application server

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