** MongoDB Clarification **: We leveraged MongoDB Atlas' vector search capabilities to efficiently search across our extensive database, ensuring fast and accurate retrieval of relevant note cards. Additionally, we utilized MongoDB for rapid data updates and real-time dynamic generation of the knowledge graph.
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