[Day 35/100] Embeddings for AI Agent Memory: What Similarity Search Gets Wrong
Last Updated on October 29, 2026 by Editorial Team Author(s): Montasir Mahmud Originally published on Towards AI. How vector search finds “I’m vegetarian” from “suggest dinner,” why it can’t tell a fact from its contradiction, and how to wire it into a LangGraph store Suppose a user named Priya asks

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