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Use these operations first. They are the high-level memory API in the TypeScript SDK. For explicit staged control over the underlying pipeline, see Legacy Pipeline Operations.

remember

Store content as permanent graph memory, or as session memory when you pass sessionId.

recall

Retrieve from session and graph memory. With scope: "auto", session memory is checked before graph memory.

improve

Run the session-to-graph bridge and graph enrichment pipeline.

forget

Remove permanent memory by item, dataset, or everything.

rememberEntry

Store a typed memory entry ("qa", "trace", or "feedback") in a session.