This is a framework designed specifically for AI agents to build and query real-time, time-aware knowledge graphs. It can continuously integrate dynamic data such as user interactions, structured or unstructured data to form a coherent and queryable knowledge graph. It supports incremental data updates, efficient retrieval and historical queries, and is suitable for developing interactive, context-aware AI applications.