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POST /v1/mems/query

Run the default long-term retrieval path and return active L1 plus L2 results.

Current Retrieval Signals

  • L1 episodic recall
  • Qdrant semantic recall
  • L2 summary recall
  • intent-aware ranking logic

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.