benmaster82/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.

↗ Open on GitHub

Stars

534

Forks

Language

Python

License

MIT

Last push

2 days ago

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

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