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benmaster82/Kwipu

PythonMITactivebeginner-friendlyrising

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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.

Stars82

Forks11

Open Issues1

Contributors11

Last Push7d ago

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21

Community

25

Maintenance

14

Popularity

22

#claude-code #embeddings #graph-rag #help-wanted #knowledge-graph #llama-index #llm #markdown #mcp #md #natural-language #obsidian #obsidian-notes #obsidian-vault #offline #offline-first #ollama #rag #rag-chatbot #terminal-ui

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benmaster82/Kwipu

PythonMIT

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.

activebeginner-friendlyrising

★ 8211 contributors1 issues

7d ago

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