Setup & Installation
Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:
Version History
Fixed metadata: env vars now properly declared at top level with security note
What This Skill Does
API client for RAGFlow, a self-hosted RAG platform. Manages datasets, uploads documents, and runs retrieval-augmented generation queries against local knowledge bases.
Keeps all RAG operations on self-hosted infrastructure, avoiding cloud AI service dependencies and data leaving your environment.
When to use it
- Query internal documentation with natural language questions
- Upload research papers to a private knowledge base
- Create separate datasets for different projects or teams
- Retrieve answers from a self-hosted medical or legal knowledge base
- Automate document ingestion and parsing pipelines
Example Workflow
Here's how your AI assistant might use this skill in practice.
User asks: What are the stroke treatment guidelines?
- 1Create a dataset named 'Medical Guidelines'
- 2Upload stroke guideline documents to the dataset
- 3Trigger parsing and chunking of the uploaded documents
- 4Run a chat query against the dataset with the user's question
Retrieved answer with relevant passages from the stroke guideline documents
Requirements
Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.