Description
You have thousands of notes in Obsidian, and asking what you wrote about a project last year only gets keyword hits. Kwipu turns a Markdown folder into a property-graph RAG index, extracting entity relations from wikilinks and YAML frontmatter and answering with hybrid vector, BM25 and temporal search.
Ask from an interactive terminal, explore the graph in a 3D web view, or connect it as an MCP server, and choose local Ollama models to keep everything offline.
Graph index:Triples from wikilinks and frontmatter.
Hybrid retrieval:Vector, BM25 and temporal search.
Several interfaces:Terminal, 3D web and MCP.
Fully local option:Runs with Ollama models.
Ask from an interactive terminal, explore the graph in a 3D web view, or connect it as an MCP server, and choose local Ollama models to keep everything offline.
Features
Graph index:Triples from wikilinks and frontmatter.
Hybrid retrieval:Vector, BM25 and temporal search.
Several interfaces:Terminal, 3D web and MCP.
Fully local option:Runs with Ollama models.
