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Memory API

List Memory Entries

Response:

Get Memory Tags

Returns the most frequent tags across all memory types with their counts.

Search Memory

Supports two-stage causal expansion: standard queries return compact 700-char summaries; providing expand_conversation_id, expand_message_id, and expand_window (1-20, default 5) dynamically scales output capacity up to 4000 characters of full multi-turn context.

Create Memory Entry

Delete Memory Entry

Memory Command Center

Get the full memory system health and diagnostics snapshot for the Settings UI.
Response includes: overview statistics, memory spaces, governance items, health diagnostics, timeline events, migration status, runtime configuration, and more. When project_id is provided, the spaces, governance, and timeline sections are filtered to show only data related to that project’s SharedContext bindings. Empty strings are normalized to the global view.

Learning & Evolution Timeline API

Unified memory and skill lifecycle chronological stream with inline governance.

Get Unified Learning Timeline

Response:

Update Timeline Memory Item

Delete Timeline Memory Item

Archive / Unarchive Timeline Skill Item