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Research & Knowledge

ClawRAG - Self-hosted RAG & Memory

⬇ 2.5K downloads ★ 0 stars Version 1.2.0 Rank #4700 of 10,000+
↓ Download .zip (1.2.0) Open in browser → View on ClawHub →

What this skill does

Self-hosted RAG engine with hybrid semantic and keyword search, document ingestion, local privacy, and seamless OpenClaw integration via Docker.

ClawRAG - Self-hosted RAG & Memory is part of the Research & Knowledge category — research and knowledge skills that gather, search, and summarize information. You can install it on its own or alongside other research & knowledge skills from the OpenClaw catalog.

ClawRAG - Self-hosted RAG & Memory is ranked #4700 by downloads in the OpenClaw skill catalog (2.5K total downloads, 0 stars). It belongs to the Research & Knowledge category alongside 1934 other top-10000 skills.

How to install ClawRAG - Self-hosted RAG & Memory

The easiest path is via the OpenClaw Easy desktop app — one click, no terminal required:

  1. Download OpenClaw Easy for macOS or Windows (free, one-click installer, ~30 seconds).
  2. Open the in-app Skills panel.
  3. Search for clawrag and click Install.
  4. The skill activates automatically when an incoming message matches its description.

Install from the command line

If you already run the OpenClaw CLI, add ClawRAG - Self-hosted RAG & Memory with a single command:

openclaw skills add clawrag

This pulls clawrag from ClawHub and installs it into ~/.openclaw/skills/clawrag/. Restart the OpenClaw gateway afterwards so the new skill is discovered.

How to use ClawRAG - Self-hosted RAG & Memory

Once installed, ClawRAG - Self-hosted RAG & Memory activates on its own: when an incoming message on WhatsApp, Telegram, Slack, Discord, Feishu or Line matches the skill's description, your OpenClaw agent loads it and runs the workflow. You can also trigger it explicitly by describing the task in chat. No extra configuration is required after install.

Manual install (advanced)

If you prefer manual installation:

  1. Click the Download .zip button above to grab clawrag-1.2.0.zip directly from our S3 mirror.
  2. Unzip into ~/.openclaw/skills/clawrag/ (create the directory if it does not exist).
  3. Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.

Frequently asked questions

How do I install ClawRAG - Self-hosted RAG & Memory?

Install ClawRAG - Self-hosted RAG & Memory in the OpenClaw Easy desktop app by opening the Skills panel, searching for clawrag, and clicking Install. From a terminal you can run: openclaw skills add clawrag. Either way the skill is placed in ~/.openclaw/skills/clawrag/.

Is ClawRAG - Self-hosted RAG & Memory free?

Yes. ClawRAG - Self-hosted RAG & Memory is free and open-source, distributed under the Apache-2.0 license through ClawHub. No account or payment is required to download or run it.

What does ClawRAG - Self-hosted RAG & Memory do?

Self-hosted RAG engine with hybrid semantic and keyword search, document ingestion, local privacy, and seamless OpenClaw integration via Docker.

Related: more research & knowledge skills

If ClawRAG - Self-hosted RAG & Memory looks useful, you may also want to check out other research & knowledge skills in the OpenClaw catalog:

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Install ClawRAG - Self-hosted RAG & Memory and 10,000+ other OpenClaw skills in one click. Free, open-source, runs locally on macOS & Windows.

Download for macOS & Windows

Free, open-source · Apache-2.0 · Works with Claude, ChatGPT, Gemini, or local Ollama models