Graphrag Alternative For Dynamic, Frequently Updated Data

Python framework for building temporal knowledge graphs that give AI agents time-aware memory. Ingests structured and unstructured episodes into Neo4j/FalkorDB and serves hybrid semantic+keyword+graph retrieval. Ships an MCP server.

RAG | Python · knowledge-graph · temporal-graph