How-ToAI AgentsOctober 28, 2026

LangChain: OpenWiki memory layer 5x more accurate than grep

Read original source →langchain.com

On questions spanning multiple sources, an agent using LangChain's open-source OpenWiki wiki compiler as memory was ~5x more accurate than one using grep tools alone. Adding an evidence graph lifted accuracy another 27%, doubled citation consistency, and cut cost per correct answer 58%.

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