Source record

Published by LangChain Blog (T1.5 source). The original is at https://www.langchain.com/blog/building-agent-memory-openwiki-graphs.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

LangChain describes using OpenWiki, an open-source wiki compiler, with an evidence graph as persistent agent memory. In its tests, cross-source questions were roughly five times more accurate than search alone; the evidence graph added 27% accuracy and doubled citation consistency.

Provides a concrete architecture and measured results for preserving relationships, provenance, and superseded guidance in organizational agent memory.

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