Graphiti is a technology model focused on building dynamic temporal knowledge graphs, designed to handle constantly changing information and the evolution of complex relationships. By combining semantic search and graph algorithms, it supports extracting knowledge from unstructured text and structured JSON data and can perform point-in-time queries. Graphiti is the core technology of the Zep memory layer, supporting long-term memory and state-based reasoning. It is suitable for application scenarios requiring dynamic data processing and complex task automation, such as sales, customer service, healthcare, finance, and more.