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.
Why this job: says: rag; topics: rag, embeddings, knowledge-graph
What it does
Kwipu turns a folder of documents into a property-graph RAG index that you can explore and query from an interactive terminal, a 3D web interface, or an MCP client. It works with ordinary knowledge folders and Obsidian-style vaults.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 18 days ago
- Stars
- 610
- On GitHub
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- None yet
- No releases
- Built with
- Python
- 82% of the code
Is it looked after?
- Contributors
- 2
- Last 90 days
- Issues
- 67% closed
- 1 still open
- Pull requests
- 5 merged
- 2 waiting
- Releases
- None
- Never published
- Contributing guide (opens in new tab)
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 82%
- TypeScript 13%
- CSS 4%
- HTML 1%
Topics
- claude-code
- embeddings
- graph-rag
- knowledge-graph
- llama-index
- llm
- markdown
- mcp
- mcp-tools
- md
- natural-language
- obsidian
Project record
- JobRAG and search
- StatusListed
- Commits46
- Forks60
- Watching1
- Stars in 28 days+6
- CreatedApr 21, 2026
- First seen by usNov 7, 2026
- CheckedNov 7, 2026