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Agent Memory·8 min read

Agent Memory, Explained Without the Jargon

Working memory, episodic memory, and semantic memory — how to choose what your agent actually needs.

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Agent Memory, Explained

Memory is the difference between an agent that helps once and an agent that gets better the more you use it.

Three layers worth knowing

  • Working memory — the current conversation context. Cheap, fast, forgotten.
  • Episodic memory — specific past events ("on Tuesday the user asked X"). Useful for follow-ups.
  • Semantic memory — distilled facts ("user prefers concise replies"). Useful forever.

Most teams over-engineer memory. Start with working + a single vector store for semantic. Add episodic only when a real task demands it.

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