Kwipu: fully local property-graph Graph RAG over Markdown notes, no cloud needed
WritHerAI · reddit · 2026-10-21
Kwipu, an open-source project (610 GitHub stars), turns a folder of Markdown documents into a property-graph RAG index you can explore and query from an interactive terminal.
- Built for Obsidian vaults, works with any folder of Markdown files
- Extracts entity-relation triples from wikilinks and YAML frontmatter
- Hybrid retrieval: vector + BM25 + temporal search
- Multilingual, no cloud, runs fully locally via Ollama
A good fit for cross-file Q&A over personal notes without sending data anywhere.
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