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Agentic retrieval for Amazon Bedrock Managed Knowledge Base

AWS Machine Learning Blog · Jul 23, 2026 · Product Launches

AWS Bedrock now offers agentic retrieval that iterates multi-step searches for complex queries

“Agentic retrieval plans and iterates over retrieval and can generate a response in the same call.”

Amazon Web Services has launched agentic retrieval for Bedrock Managed Knowledge Bases, introducing an AgenticRetrieveStream API that decomposes multi-part queries into sub-searches and iterates until sufficient evidence is gathered. This addresses a known limitation of single-shot vector retrieval on comparative and exploratory questions. The feature matters because it productizes a common DIY pattern—custom agent loops over the Retrieve API—making agentic RAG accessible without custom orchestration code.

RAG AWS Bedrock agentic-AI knowledge-base retrieval

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