What you get

Every relationship is marked extracted or inferred, so you know how far to trust it.

SwarmVault: A Knowledge Graph With Sourced Edges

Added 2026-08-06

One command to start: initialise, ingest local files or a public repository, compile the wiki and graph, open the local viewer. It is more than a CLI — there is an MCP server and a desktop app on three platforms.

Content & KnowledgeWriting & ResearchEngineering
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SwarmVault: A Knowledge Graph With Sourced Edges preview

Every edge is labelled extracted, inferred or ambiguous; contradiction detection runs into the graph report; new concepts land in a candidates directory and merge only on approval; nothing mutates silently. Ingestion covers thirty-plus formats — PDF, email, calendar, Slack exports, media — and code is parsed to a syntax tree with import edges. The privacy boundary: code content never leaves the machine, but documents and text go to whatever model provider you configure, only the default heuristic mode is fully offline.

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