Pass IndexThe State of AISign in

Reranking

A second pass that re-orders search results by reading the query and each candidate together.

how it works · the vocabulary

cross-encoderrerank

Vector search is fast and approximate; a reranker is slow and accurate. Running the cheap one over millions and the expensive one over the top fifty is the standard arrangement, and it is usually the single largest quality gain available to a retrieval system.

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AgentAgent memoryAlignmentAutoregressiveBM25ChunkingCold startComputer use