Graphiti, a framework developed by Zep AI, now incorporates FalkorDB as its graph database backend to enhance performance and isolation for multi-agent environments. This integration allows Graphiti to autonomously build temporally-aware knowledge graphs, capturing evolving relationships with historical context through an episodic memory architecture. FalkorDB's tenant isolation ensures dedicated graph instances per agent, eliminating data conflicts and maintaining privacy, while its sparse matrix representation reduces query execution time to enable sub-10ms response times for complex queries. This partnership is particularly beneficial for applications requiring memory and context, such as customer service and enterprise knowledge management, as it maintains Graphiti's API and improves query latency without necessitating changes to existing agent logic.