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Architectural patterns for building cost-effective retrieval-augmented generation applications using Amazon Bedrock Knowledge Bases backed by Amazon S3 Vectors. Covers ingestion design, chunking strategies, and cost-versus-latency tradeoffs.

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End-to-end guide to building generative AI applications on Amazon Bedrock, including model selection, prompt design, knowledge bases, agents, guardrails, and integrating Bedrock with application back ends.