Overview
MemQ is the multi-tiered graph memory protocol powering the M.A.R.S. swarm. It bridges transient reasoning with deep historical context through a bifurcated HOT (Redis), WARM (Qdrant), and COLD (Graphiti/Neo4j) architecture—ensuring agents can recall entities and relationships with sub-millisecond precision while maintaining an append-only identity ledger.

System Deep Dive
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