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Amazon Bedrock Managed Knowledge Base Adds Single-Shot and Retrieval-Only Modes

AWS Machine Learning BlogFrom the source· Siddhant Sahu·· 3 days agoPicksSingle-shot and agentic retrieval with Amazon Bedrock Managed Knowledge Base
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Image: AWS Machine Learning Blog
Who
AWS
What
explains how to configure single-shot RAG and retrieval-only modes alongside agentic retrieval
Quote
In this post, we explain how the new settings work and when to use each mode.

What happened

Amazon Bedrock Managed Knowledge Base now supports single-shot RAG and retrieval-only requests through the AgenticRetrieveStream API, alongside existing agentic retrieval. Setting maxAgentIteration to 1 retrieves once and generates an answer; setting it to 0 returns passages without a language model call. Values from 2 to 5 retain agentic retrieval, with up to n minus 1 planning rounds before answer generation.

Why it matters

The post explains how one parameter selects passage retrieval, single-shot answers, or multi-step search, giving application builders a concrete way to balance latency and retrieval effort across question types.

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See the full storyAmazon Bedrock Adds Single-Shot and Retrieval-Only Modes

The story so far

Amazon Bedrock Managed Knowledge Base now supports single-shot RAG and retrieval-only requests through the AgenticRetrieveStream API, alongside agentic retrieval. Set maxAgentIteration to 1 to retrieve once and generate an answer with one foundation model call; set it to 0 to return passages without calling a model. Values from 2 to 5 keep agentic retrieval, with up to n minus 1 planning rounds before answer generation. AWS says single-shot RAG can reduce latency and model usage compared with agentic retrieval. Retrieval-only mode makes no foundation model calls.

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