Vector-based semantic memory using agent.memory.system (Qdrant + BGE-M3). Use for storing and retrieving memories with semantic search, importance scoring, and entity tagging. Triggers on memory operations requiring semantic understanding, long-term storage, or when markdown-based memory_search is insufficient. Complements existing memory_search/memory_get tools.