Your AI Agent Doesn’t Need a Vector Database
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Last Updated on August 25, 2026 by Editorial Team Author(s): Anubhav Originally published on Towards AI. A folder of text files and grep outscored the funded memory tools on their own benchmark. When to skip the vector database for agent memory, and the narrow case where you actually need one. The moment an agent needs memory, the reflex is a vector database. You install a store, embed the conversation history, and retrieve the top matches on every turn. It is the default answer most engineering
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