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Kwipu

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.

• Type: Framework
• Imported from GitHub
• Popularity: 606 GitHub stars
• License: MIT
• Source: https://github.com/benmaster82/Kwipu
• Repository: https://github.com/benmaster82/kwipu
• Tags: claude-code, embeddings, graph-rag, knowledge-graph, llama-index, llm, markdown, mcp, mcp-tools, md, natural-language, obsidian
• Updated: 2026-10-01

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