Kwipu
未认领Ask questions across your Markdown notes using a fully local Graph RAG engine. Built for Obsidian vaults, works with any folder of Markdown files. Extracts entity-relation triples from wikilinks & YAML frontmatter, retrieves answers via hybrid search (vector + BM25 + temporal). Multilingual. No cloud. Runs on Ollama.
claude-codeembeddingsgraph-ragknowledge-graphllama-indexllmmarkdownmcpmcp-toolsmdnatural-languageobsidianobsidian-notesobsidian-vaultofflineoffline-firstollamaragrag-chatbotterminal-ui
安装
$
C:/path/to/Kwipu/.venv/Scripts/python.exe C:/path/to/Kwipu/kwipu_mcp_server.py更多Search & Web服务器
浏览完整目录安全概况
已认领和已认证的服务器每周接受一次静态扫描,显示代码能触及的范围(外部服务、环境变量、shell 命令、代理配置目录)以及带有已知公告的依赖。认领此列表即可获得。 安全概况的工作原理