RAG from First Principles · Part 8

Retrieve wide, then rerank

A visualization of two-stage retrieval. No real model runs here; scores are illustrative.

QUERY Can I get a refund on a jacket I’ve already worn? Stage 1 · retrieve

First-pass score (fast, dense)

Space play / pause · ← back · → next · the rerank step is where the order changes