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Letta, Mem0, and LangGraph checkpointers all get called "agent memory," but they put the decision to remember or forget in three different places — an agent runtime, an external service, or your own application code.
Vector similarity search answers what text is topically related — but long-running agents need to know what is true right now. Conflating the two is why agents keep resurrecting overturned decisions.