The fuller name, Okapi BM25, includes the name of the first system to use it, which was the Okapi information retrieval system, implemented at London's City University[1] in the 1980s and 1990s

[7] It was initially available for download from its home at the SourceForge web site

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Post-2021 instruction-tuned dense models such as E5 BGE-M3 and GTE often beat BM25 out-of-distribution by 15 to 25 percent, so treat BM25 as the deterministic first stage and hybrid plus rerank as the quality target

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[ 16 ] Accio is an AI native application that is built upon Qwen and is used to generate market insights and answer sourcing questions for Alibaba's business to business e-commerce site

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