Reciprocal rank fusion explained: exact words, vectors, and re-rankers merged into one ranked list

lilyraynyc · x · 2026-11-07

At Tech SEO Connect in Durham, Lily Ray presented slides explaining reciprocal rank fusion: a single search returns one fused ranked list combining exact-word matching, vector-based semantic meaning, and a re-ranking pass over the shortlist. Additional slides show one query routed by intent to a purpose-built index (e.g. troubleshooting, with events and trials sections) before rank fusion — a useful mental model of the modern AI search retrieval stack.

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