Create a MemoryProviderDescriptor for the cognitive memory system.
This is a factory function rather than a static constant because the provider needs runtime dependencies (vector store, embedding manager, etc.) injected at activation time.
Optional
Create a MemoryProviderDescriptor for the cognitive memory system.
This is a factory function rather than a static constant because the provider needs runtime dependencies (vector store, embedding manager, etc.) injected at activation time.