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Six things we learned adding Jev, a model that returns typed decisions instead of text, as a reranker in Hindsight 0.10.1. Including two designs that failed and the numbers that killed them.
When Is a Reranker Worth It? Before you tune a reranker, use the pre-tuning checks to verify index state and set a labeled baseline. Your candidate list can already contain documents your ranking never shows.
A batch reranking API powered by Qwen3-Reranker that reorders product documents by semantic relevance to search queries.
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