In the news
How to build evidence-grounded agent memory with OpenWiki and Graphs
LangChain · Published · 3 min read
In 30 seconds
- What happened
- LangChain released OpenWiki, an open-source tool that compiles documents into linked wiki pages with evidence graphs to improve agent accuracy on cross-source questions.
- Why it matters
- Matters for engineers building agents that must reason across scattered organizational knowledge like policies, manuals, and code to answer complex questions accurately.
- Watch out
- Wiki compilation costs money upfront and adds latency. Simple lookup questions see no benefit. Evidence graph consistency still lags on complex questions despite improvements.
- agent
- edge
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