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A Learning Machine coordinates multiple stores, each optimized for a specific type of knowledge.
StoreWhat It CapturesScopeUse Case
User ProfileStructured fields (name, role, preferences)Per userPersonalization
User MemoryUnstructured observations & factsPer userContext retention
Session ContextGoals, plans, and active statePer sessionLong-running tasks
Entity MemoryFacts about business entitiesGlobalKnowledge graphs
Learned KnowledgeReusable insights & patternsGlobalTeam-wide improvement