MODULE 06 — UNDER THE HOOD · 20 AI Concepts

Finding the right piece, twice

"Nearest in the coordinate space" and "actually the best answer" aren't always the same chunk. A reranker is the second, separate look that catches the difference.

Query

"Can I return the headphones I bought two weeks ago?"

Same kind of map as page 9 — every dot is a chunk, placed by meaning.

So what

Vector search finds what's nearby. A reranker's only job is deciding what's actually useful — two different questions, worth two different steps.