← Tuesday, October 6, 2026AgentsDeep dive

Agentic retrieval breaks multi-part questions into focused searches

aws.amazon.com by Manideep Reddy Gillela 12 min read Editor score 7/10

The example contrasts one similarity search with a model-planned retrieval path that breaks a multi-part question into sub-queries, and says it examines traces and costs. Engineers building RAG systems can weigh broader query coverage against added retrieval expense.

What
Agentic retrieval plans searches for multi-part questions, rather than relying on a single similarity search.
How
It breaks a question into sub-queries, checks whether evidence is sufficient, and searches again when needed; standard retrieval runs one hybrid search.
Why it matters
The choice between single-shot and multi-step retrieval lets engineers weigh evidence coverage against retrieval cost.
query query single search planned searc… document chunks application Retrieve API AgenticRetrieve…API knowledge base
The application can retrieve from a knowledge base through either of two APIs. Sketched from the article's own text.

Discussion

Discussion is not switched on yet. Use Note above to keep your own thoughts on this story.

Headline, summary, brief and diagram are written by a model from the source's own text; the link, byline and numbers come from the source. Read the original before relying on a claim.

Your note

Private to you. Stored in this browser, and synced to your account when you are signed in.