ragflow-search

Query RAGFlow knowledge bases to retrieve cited answers from documents.

Updated Aug 27, 2026

Search Tags:#knowledge base #competitive intelligence #contract analysis #document search #RAGFlow

Ready to run

npx skills add https://github.com/ericfbrown1-boop/openclaw-workspace --skill ragflow-search

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ragflow-search
Source: https://github.com/ericfbrown1-boop/openclaw-workspace/tree/main/skills/ragflow-search
Command: npx skills add https://github.com/ericfbrown1-boop/openclaw-workspace --skill ragflow-search

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires curl, jq, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

The ragflow-search skill addresses the challenge of finding accurate and cited answers from a knowledge base of documents.

Core Features & Use Cases

Knowledge Base Search: Allows users to query RAGFlow knowledge bases for information.
Contract Analysis: Provides references to contracts, CUAD taxonomy, and legal templates.
Competitive Intel: Offers queries against earnings transcripts and analyst reports.
General Document Q&A: Handles general information retrieval from multiple document sources.

Quick Start

To use the ragflow-search skill, initiate a query by asking, "What are the termination clauses?"

Frequently Asked Questions about ragflow-search

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I search a RAGFlow knowledge base for precise citation-backed answers?▼

To search a RAGFlow knowledge base, you query the API interface to retrieve and synthesize information. This provides precise, citation-backed answers from your uploaded documents for exact reference tracking.

Can I use document search for contract analysis and legal templates?▼

Yes, document search supports contract analysis by querying knowledge bases containing contracts, CUAD taxonomy, and legal templates. It retrieves specific clauses and references to streamline legal document review.

Do I need an API key to perform competitive intelligence queries against earnings transcripts?▼

Yes, an API key is required for authentication to query competitive intelligence data. You must also complete knowledge base setup in RAGFlow to securely access earnings transcripts and analyst reports.

What's the best way to extract termination clauses from a repository of legal documents?▼

The best way to extract termination clauses is by initiating a targeted query like asking "What are the termination clauses?" against your RAGFlow knowledge base. This retrieves exact clauses and relevant citation references.

Does RAGFlow search work with curl and jq for general document Q&A?▼

Yes, RAGFlow search works with curl and jq to handle general document Q&A. These dependencies facilitate API requests and parse JSON responses for information retrieval from multiple document sources.

What are the limitations of using API interfaces for knowledge base search?▼

Limitations of API interface knowledge base search include the prerequisite of manual setup and API key authentication. It requires pre-configured document indexing in RAGFlow before yielding accurate retrieval and synthesis results.