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

AI-Powered Summary
Generated by callmor.ai's AI to save you time
Summary
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...
Original Source
This article was originally published by Towards Data Science. Read the full original article for complete details, images, and author commentary.
Read Original ArticleWant AI working for your business?
callmor.ai builds AI products that automate your operations 24/7.
Explore AI Products