swarmclawai/swarmvault

509 stars · Last commit 2026-05-20

The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy's pattern. An Obsidian alternative for personal knowledge management, AI second brain, and durable Claude Code / Codex / OpenClaw memory.

README preview

# SwarmVault

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**Languages:** [English](README.md) | [简体中文](README.zh-CN.md) | [日本語](README.ja.md)
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**The local-first LLM Wiki, knowledge graph builder, and RAG knowledge base for AI agents.** SwarmVault turns docs, code, transcripts, notes, and URLs into a durable markdown wiki plus a local graph you can inspect, query, and hand to agents. Start with one command, then learn the deeper graph, review, context-pack, and automation workflows when you need them.

Documentation on the website is currently English-first. If wording drifts between translations, [README.md](README.md) is the canonical source.

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## Try It in 30 Seconds

```bash

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