What you get

Transform scattered documents and code into a structured, queryable local knowledge graph with AI agent memory capabilities.

SwarmVault: Local-First LLM Wiki and Knowledge Graph Builder

Added 2026-07-26

SwarmVault is an open-source, local-first knowledge management tool based on Andrej Karpathy's LLM Wiki pattern, turning docs, code, and notes into an interactive knowledge graph and AI agent memory store.

VerifiedContent & KnowledgeWriting & ResearchEngineering
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SwarmVault: Local-First LLM Wiki and Knowledge Graph Builder preview

SwarmVault helps users build a durable personal knowledge base using a three-layer architecture (raw sources, wiki, and schema). It automatically extracts information from local files, codebases, or URLs to generate searchable Markdown wikis and visual knowledge graphs. The tool supports full offline operation without API keys, featuring contradiction detection, approval workflows, and agent integrations, making it an ideal choice for building an AI-powered second brain.

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