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MemoryOS

混合人工智能记忆:向量RAG遇上知识图谱

MemoryOS 是什么?

Most AI memory relies on Vector RAG, which lacks structural context. MemoryOS is a hybrid knowledge base that runs Vector Search and Graph Traversal in parallel. Using recursive SQL CTEs, it finds relational links that standard RAG misses—like discovering "HNSW" when you only query "indexing." It features a real-time Retrieval Inspector, UMAP semantic cluster maps, and an MCP server to connect your local knowledge memory directly to any AI assistant like Claude or ChatGPT.

产品详细介绍

混合人工智能记忆:向量RAG遇上知识图谱

Most AI memory relies on Vector RAG, which lacks structural context. MemoryOS is a hybrid knowledge base that runs Vector Search and Graph Traversal in parallel. Using recursive SQL CTEs, it finds relational links that standard RAG misses—like discovering "HNSW" when you only query "indexing." It features a real-time Retrieval Inspector, UMAP semantic cluster maps, and an MCP server to connect your local knowledge memory directly to any AI assistant like Claude or ChatGPT.

定价方案

有免费方案
Free/免费
免费
  • MIT 许可证 — 核心引擎和 SDK 可免费使用并支持自托管

  • 本地嵌入模型(sentence-transformers,免费)或 OpenAI

  • 支持本地、OpenAI 或 Cohere 嵌入提供商

查看官网价格

创始人评论

Per0x1d3
Per0x1d3创始人

MemoryOS 今日发布,AI 代理内存,带知识图谱和 78ms 检索,1 个跟随者

创始团队

Per0x1d3
Per0x1d3创始团队

官网信息

官网https://github.com/CommonCapital/MemoryOS?ref=producthunt
公司使命

开源AI代理记忆平台,为代理提供跨对话的持久、可查询的记忆,具备时间感知、知识图谱和低于100毫秒的检索能力。