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.
607 stars
Python

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Researching repository
Researching web & landscape
Planning the story
Writing the article
Generating illustrations
Building interactive diagrams
Adding expert commentary
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