POST /v1/mems/query — Recall

Recall memories across active L1 episodic records and L2 distilled knowledge. The caller is responsible for assembling its own context from results.

Current Retrieval Signals

• L1 episodic recall
• Qdrant semantic recall
• L2 summary recall
• intent-aware ranking logic
• L2 profile, fact, and event recall via structured queries

Current Implementation Note

Vector retrieval currently focuses on active L1 memory and L2 summaries. Profile, fact, and event records are still mainly ranked through structured database logic.

Response Fields

• source: memory origin (l1_episodic, l2_profile, l2_fact, l2_event, l2_summary)
• content: memory text
• score: relevance score
• source_l1_ids: traceable L1 record ids for evidence grounding
• session_id: optional source session (L1 only)