AI Agents · Concept
Tree of Thoughts
Use LangMem to turn an agent's experience into structured episodic memories. Define an episode schema with Pydantic and pass it to create_memory_manager.
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Syntax
create_memory_manager(Episode)In-depth API docs are only for subscribers: parameters, examples, common mistakes and interview practice.
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LangMemsemantic memoryexperience replayPydantic BaseModelField