memory_ops

On-device long-term memory stores discrete personal facts and preferences so future answers can recall them. This persists important user information locally instead of relying only on the current chat context.

The safest way to update or delete a structured memory fact is to first recall and inspect the specific stored record. This memory-safe operation verifies the correct summary label before modifying data, preventing unintended edits.

Label-guided retrieval uses injected summary labels to safely narrow memory recall operations. This mechanism ensures that only relevant stored content is queried and surfaced to answer personalized requests based on specific structured facts.

You need on-device memory management when a user explicitly requests remembering information, asks what was previously stored, or needs answers that go beyond session history. It fits scenarios requiring persistent, structured personalization across interactions.

Yes, you can list all stored structured facts to verify your long-term memory. This operation allows you to inspect stored records, check their summary labels, and ensure your on-device memory data remains organized and actionable.