Amazon Bedrock Managed Knowledge Base now supports agentic retrieval, which breaks a multi-part question into sub-queries, runs them, judges whether it has enough evidence, and searches again if it doesn't.

The langchain-aws package exposes both agentic and standard retrieval, allowing LangChain applications to use either method.

The AgenticRetrieveStream API runs a planning loop and streams trace events back to the user.