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Towards Data Science
Thursday, June 25, 2026
Emmimal P Alexander

Vector RAG Isn’t Enough — I Built a Context Graph Layer for Multi-Agent Memory

Vector RAG Isn’t Enough — I Built a Context Graph Layer for Multi-Agent Memory
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I benchmarked raw chat history, vector-only RAG, and a context graph on the same multi-agent conversations.

The results exposed a surprising weakness in relational retrieval.

The post Vector RAG Isn’t Enough — I Built a Context Graph Layer for Multi-Agent Memory appeared first on Towards Data Sci...

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