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Query claims in natural language with Amazon Bedrock… · Nvdium

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Query claims in natural language with Amazon Bedrock Knowledge Bases

SShreya Pawaskar·AWS Machine Learning BlogPublished Sep 30, 2026, 11:58 PM· 13 min read

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This technical how-to builds a conversational claims assistant on Amazon Bedrock Knowledge Bases that answers natural-language questions with citations.

It covers ingesting claim documents from Amazon S3, querying with the AgenticRetrieveStream API, multi-turn follow-ups, metadata filters, and contextual grounding guardrails.

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