给 Agent 用的时序知识图谱框架。和一次性构建的静态 GraphRAG 不同,它支持增量写入并保留时间维度:每条事实带生效区间,被新信息推翻时旧边不删除而是失效,因此能回答「上个月这个客户的政策是什么」这类问题。提供语义、关键词与图遍历的混合检索,带 MCP 服务端,可接 Neo4j、FalkorDB 等图库。 ⭐ GitHub Stars: 32k+
A temporal knowledge graph framework for agents. Unlike static GraphRAG built once, it ingests incrementally and keeps time: each fact carries a validity interval, and superseded facts are invalidated rather than deleted, so questions like what was this customer's policy last month stay answerable. It blends semantic, keyword and graph traversal search, ships an MCP server and runs on Neo4j, FalkorDB and similar stores. ⭐ GitHub Stars: 32k+
Graphiti belongs to the AI Agent Frameworks category on hedirbase. Tagged with: 知识图谱,Agent记忆,时序,GraphRAG.
A temporal knowledge graph framework for agents. Unlike static GraphRAG built once, it ingests incrementally and keeps time: each fact carries a validity interval, and superseded facts are invalidated