OpenWiki

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1. 3d
   OpenWiki Evidence Graph Improves Agent Memory Consistency

   LangChain tested OpenWiki as a persistent memory layer for agents, finding in a vendor experiment that it was roughly five times more accurate than search alone on questions requiring information across multiple sources. Adding an evidence graph over wiki citations improved accuracy by a further 27%, doubled citation consistency and reduced cost per correct answer by 58%, though retrieval remained non-deterministic. For simple lookups, search without OpenWiki was equally accurate and faster, while reported answer costs excluded compilation and maintenance expenses.

   LangChain Blog · 🔥 0

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