Reference architectures as templates

Bedrock's managed agentic retrieval nests a second loop inside the call your RAG logs count as one

AgenticRetrieveStream splits a question into sub-queries and retrieves until it is satisfied, and the agent above it can run that whole tool call again, so reads per question stop being a number you set.