Vector Databases vs. Graph RAG for Agent Memory: When to Use Which - MachineLearningMastery.com

Machine Learning Mastery
by Matthew Mayo
March 5, 2026
In this article, you will learn how vector databases and graph RAG differ as memory architectures for AI agents, and when each approach is the better fit.
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Originally published on Machine Learning Mastery on 3/5/2026