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Kwipu
Python

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 +

by benmaster82 · GitHub
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claude-codeembeddingsgraph-ragMITPythonSelf-hostable
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📈 Star history
267265
2026-07-202026-08-31
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📄 About

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 +

Kwipu has 267 stars on GitHub. It has been forked 39 times. Kwipu is written mainly in Python. It has been in active development since 2026. Kwipu is available under the MIT license. Its main topics are claude-code, embeddings, graph-rag, help-wanted.

Frequently asked questions

What is 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 +

Is Kwipu open source?

Kwipu is an open-source project. It is released under the MIT license.

Is Kwipu free?

Yes. Kwipu is free and open source — you can use, modify and self-host it.

What license does Kwipu use?

Kwipu is available under the MIT license.

What language is Kwipu written in?

Kwipu is written mainly in Python.

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