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. Topics we will cover include: - How vector databases store and retrieve semantically similar unstructured information. - How graph RAG represents entities and relationships for precise, multi-hop retrieval. - How to choose between these approach...