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开源psql_bm25s，让PostgreSQL多智能体检索提速23倍

05-13 23:38

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Emad 表示，为将单智能体场景从 SQLite 迁移到更适合多智能体和生产环境的 PostgreSQL，团队用 BM25 优化并开源了 psql_bm25s。图中基于 15 个 BEIR 数据集的中位查询吞吐显示，psql_bm25s ids 和 text[] 分别达到 Python bm25s 参考的约 3.97 倍和 3.93 倍，明显高于 vchord_bm25 与 pg_search。

原文内容

开源psql_bm25s，让PostgreSQL多智能体检索提速23倍

作者：Emad / @EMostaque
发布时间：2026-05-13T15:38:22.000Z

When you want to move from single agent SQLite on something like QMD, PostgreSQL is a great choice for multi agent and production quality, but not as snappy.

So we made it much more snappy with BM25 & open sourced it.

More soon for planetary scale sovereign agents

原文图片