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The Madeinoz Knowledge System is a robust, AI-powered solution for persistent personal knowledge management. It leverages a Graphiti knowledge graph with Neo4j or FalkorDB as a backend to automatically extract entities, map relationships, and track temporal context from various inputs like AI conversations and documents. This system enhances productivity by providing advanced semantic search capabilities, weighted results, and automated memory lifecycle management, ensuring critical information is easily retrievable and continually refined for optimal AI interactions and organizational learning.