AgentIndex icon
AgentIndex
Clouisle logo
Clouisle
★ 19
vs
ragflow logo
ragflow
★ 92.6k

Clouisle vs ragflow

Clouisle: Clouisle is an enterprise-grade AI agent and knowledge base platform designed to address data fragmentation and enable intelligent execution. It allows users to build, deploy, and manage intelligent AI agents with advanced knowledge retrieval and workflow automation capabilities.; ragflow: RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that integrates RAG with Agent capabilities. It provides a superior context layer for LLMs and offers a streamlined RAG workflow adaptable to enterprises of any scale.

01

TL;DR

Clouisle logo
ClouisleRAG / Knowledge Base · ★ 19

Enterprise Q&A

Read Clouisle full review →
ragflow logo
ragflowRAG / Knowledge Base · ★ 92.6k
When to choose:
  • Your documents have complex layouts (PDFs, scanned files, tables, slides) and you need layout analysis, OCR, and traceable citations.
  • You want an Apache-2.0 all-in-one RAG platform where you can inspect and hand-tune template-based chunks in a web UI.
When to skip:
  • Your server has less than 4 CPU cores and 16 GB RAM; RAGFlow's multi-service stack is heavy.
  • You want an autonomous web research agent that writes 2,000-word reports from live search rather than indexing a local document corpus; GPT Researcher fits better.
Read ragflow full review →
02

Side-by-Side Comparison

Field
Clouisle logoClouisle
ragflow logoragflow
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 19
★ 92.6k
License
GPL-3.0
Apache-2.0
Install Command
git clone https://github.com/yunhai-dev/Clouisle.git && cd Clouisle && docker-compose -f deploy/docker-compose.dev.yml up -d --wait && cp .env.example .env && cd backend && uv sync && cd ../frontend && bun install
docker compose -f docker-compose.yml up -d
Updated
1w ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agent, Knowledge Base, RAG
RAG, AI Agent, LLM
03

Features

Clouisle logoClouisle
01AI Agent Management
02Visual Workflow Builder
03Intelligent Knowledge Base System
04Extensive LLM Provider Support
05Enterprise-Grade Security & Scalability
ragflow logoragflow
01Deep document understanding for knowledge extraction from unstructured data.
02Intelligent and template-based chunking with explainable options.
03Grounded citations with reduced hallucinations and traceable references.
04Compatibility with heterogeneous data sources including documents, images, and web pages.
05Automated and effortless RAG workflow orchestration with configurable models and fused re-ranking.
04

Use Cases

Clouisle logoClouisle
↳Enterprise Q&A
↳Workflow Automation
↳Engineering Productivity
↳Compliance & Risk Analysis
↳Intelligent Customer Support
ragflow logoragflow
↳Building high-fidelity, production-ready AI systems with complex data.
↳Developing enterprise-scale knowledge base and intelligent Q&A chatbots.
↳Facilitating intelligent document processing and advanced information retrieval.
05

Best For

Clouisle logoClouisle
—
ragflow logoragflow
Most PopularEssentialTrending
FAQ

FAQ

What is the difference between Clouisle and ragflow?
Both Clouisle and ragflow are in the RAG / Knowledge Base category. Clouisle has 19 stars, while ragflow has 92.6k stars.
Which is better, Clouisle or ragflow?
The best choice depends on your use case. Choose Clouisle if Enterprise Q&A, and ragflow if Building high-fidelity, production-ready AI systems with complex data..
Is Clouisle free or open source?
Yes, Clouisle is open source on GitHub (GPL-3.0).
Is ragflow free or open source?
Yes, ragflow is open source on GitHub (Apache-2.0).
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