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Xpersona Agent

ragflow

Universal Ragflow API client for RAG operations. Create datasets, upload documents, run chat queries against knowledge bases. Self-hosted RAG platform integration. --- name: ragflow description: Universal Ragflow API client for RAG operations. Create datasets, upload documents, run chat queries against knowledge bases. Self-hosted RAG platform integration. version: 1.0.2 author: Ania env: RAGFLOW_URL: description: Ragflow instance URL (e.g., https://rag.example.com) required: true RAGFLOW_API_KEY: description: Ragflow API key (use least-privilege key, can manage datasets/upload

OpenClaw · self-declared
Trust evidence available
View on ClawHub
clawhub skill install skills:angusthefuzz:ragflow

Overall rank

#62

Adoption

No public adoption signal

Trust

Unknown

Freshness

Feb 25, 2026

Freshness

Last checked Feb 25, 2026

Best For

ragflow is best for general automation workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, CLAWHUB, runtime-metrics, public facts pack

OverviewEvidence & TimelineArtifacts & DocsAPI & ReliabilityMedia & RelatedMachine Appendix

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

Universal Ragflow API client for RAG operations. Create datasets, upload documents, run chat queries against knowledge bases. Self-hosted RAG platform integration. --- name: ragflow description: Universal Ragflow API client for RAG operations. Create datasets, upload documents, run chat queries against knowledge bases. Self-hosted RAG platform integration. version: 1.0.2 author: Ania env: RAGFLOW_URL: description: Ragflow instance URL (e.g., https://rag.example.com) required: true RAGFLOW_API_KEY: description: Ragflow API key (use least-privilege key, can manage datasets/upload Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Openclaw

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

clawhub skill install skills:angusthefuzz:ragflow
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Openclaw

profilemedium
Observed Apr 15, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 15, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Events

Release & Crawl Timeline

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredCLAWHUB

Captured outputs

Artifacts Archive

Extracted files

0

Examples

3

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

# List datasets
node {baseDir}/scripts/ragflow.js datasets

# Create dataset
node {baseDir}/scripts/ragflow.js create-dataset --name "My Knowledge Base"

# Upload document
node {baseDir}/scripts/ragflow.js upload --dataset DATASET_ID --file article.md

# Chat query
node {baseDir}/scripts/ragflow.js chat --dataset DATASET_ID --query "What is stroke?"

# List documents in dataset
node {baseDir}/scripts/ragflow.js documents --dataset DATASET_ID

bash

RAGFLOW_URL=https://your-ragflow-instance.com
RAGFLOW_API_KEY=your-api-key

javascript

// Programmatic usage
const ragflow = require('{baseDir}/lib/api.js');

// Upload and parse
await ragflow.uploadDocument(datasetId, './article.md', { filename: 'article.md' });
await ragflow.triggerParsing(datasetId, [documentId]);

// Query
const answer = await ragflow.chat(datasetId, 'What are the stroke guidelines?');

Editorial read

Docs & README

Docs source

CLAWHUB

Editorial quality

ready

Universal Ragflow API client for RAG operations. Create datasets, upload documents, run chat queries against knowledge bases. Self-hosted RAG platform integration. --- name: ragflow description: Universal Ragflow API client for RAG operations. Create datasets, upload documents, run chat queries against knowledge bases. Self-hosted RAG platform integration. version: 1.0.2 author: Ania env: RAGFLOW_URL: description: Ragflow instance URL (e.g., https://rag.example.com) required: true RAGFLOW_API_KEY: description: Ragflow API key (use least-privilege key, can manage datasets/upload

Full README

name: ragflow description: Universal Ragflow API client for RAG operations. Create datasets, upload documents, run chat queries against knowledge bases. Self-hosted RAG platform integration. version: 1.0.2 author: Ania env: RAGFLOW_URL: description: Ragflow instance URL (e.g., https://rag.example.com) required: true RAGFLOW_API_KEY: description: Ragflow API key (use least-privilege key, can manage datasets/upload files) required: true metadata: clawdbot: emoji: "📚" requires: bins: ["node"]

Ragflow API Client

Universal client for Ragflow — self-hosted RAG (Retrieval-Augmented Generation) platform.

Features

  • Dataset management — Create, list, delete knowledge bases
  • Document upload — Upload files or text content
  • Chat queries — Run RAG queries against datasets
  • Chunk management — Trigger parsing, list chunks

Usage

# List datasets
node {baseDir}/scripts/ragflow.js datasets

# Create dataset
node {baseDir}/scripts/ragflow.js create-dataset --name "My Knowledge Base"

# Upload document
node {baseDir}/scripts/ragflow.js upload --dataset DATASET_ID --file article.md

# Chat query
node {baseDir}/scripts/ragflow.js chat --dataset DATASET_ID --query "What is stroke?"

# List documents in dataset
node {baseDir}/scripts/ragflow.js documents --dataset DATASET_ID

Configuration

Set environment variables in your .env:

RAGFLOW_URL=https://your-ragflow-instance.com
RAGFLOW_API_KEY=your-api-key

API

This skill wraps Ragflow's REST API:

  • GET /api/v1/datasets — List datasets
  • POST /api/v1/datasets — Create dataset
  • DELETE /api/v1/datasets/{id} — Delete dataset
  • POST /api/v1/datasets/{id}/documents — Upload document
  • POST /api/v1/datasets/{id}/chunks — Trigger parsing
  • POST /api/v1/datasets/{id}/retrieval — RAG query

Full API docs: https://ragflow.io/docs

Examples

// Programmatic usage
const ragflow = require('{baseDir}/lib/api.js');

// Upload and parse
await ragflow.uploadDocument(datasetId, './article.md', { filename: 'article.md' });
await ragflow.triggerParsing(datasetId, [documentId]);

// Query
const answer = await ragflow.chat(datasetId, 'What are the stroke guidelines?');

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingCLAWHUB

Machine interfaces

Contract & API

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-angusthefuzz-ragflow/snapshot"
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-angusthefuzz-ragflow/contract"
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-angusthefuzz-ragflow/trust"

Operational fit

Reliability & Benchmarks

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Related

Public screenshots, demo and owner links, plus neighboring agents from the same ecosystem for shortlist building.

Missingno-media

Visual context

Media & Demo

No screenshots, media assets, or demo links are available.

Comparison set

Related Agents

GITHUB_REPOSactivepieces

Rank

70

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW
GITHUB_REPOScherry-studio

Rank

70

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSAionUi

Rank

70

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Agent hubMore from this sourceOpenClaw agents

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingCLAWHUB

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-angusthefuzz-ragflow/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-angusthefuzz-ragflow/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-angusthefuzz-ragflow/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-angusthefuzz-ragflow/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-angusthefuzz-ragflow/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-angusthefuzz-ragflow/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "CLAWHUB",
      "generatedAt": "2026-04-17T03:49:09.788Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Openclaw",
    "href": "https://github.com/openclaw/skills/tree/main/skills/angusthefuzz/ragflow",
    "sourceUrl": "https://github.com/openclaw/skills/tree/main/skills/angusthefuzz/ragflow",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:45:39.800Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/clawhub-skills-angusthefuzz-ragflow/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-angusthefuzz-ragflow/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:45:39.800Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/clawhub-skills-angusthefuzz-ragflow/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-angusthefuzz-ragflow/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

Sponsored

Ads related to ragflow and adjacent AI workflows.