Blog
Notes on typed graphs, openCypher and turning a vault into storage that agents can use.
Your vault as a property graph
Typed, signed edges with properties, typed nodes and schema notes, openCypher queries and graphs that look like what they mean, all in plain Markdown.
Your vault as RAG storage
The sidecar serves your vault to programs and agents: full Cypher on LadybugDB, local vector search over notes and edges, GraphRAG that follows links and cites sources, and MCP.
A vault that teaches itself
Download the demo vault: a small research lab with the plugin preinstalled, a guide to typed graphs and a hands-on Cypher course.