RAGFlow vs Dify

Detailed side-by-side comparison to help you choose the right tool

RAGFlow

🔴Developer

Multi-Agent Systems

Open-source RAG engine with deep document understanding, chunk visualization, and citation tracking for enterprise knowledge bases.

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Starting Price

Free
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Dify

🟡Low Code

Automation & Workflows

Dify is an open-source platform for building AI applications that combines visual workflow design, model management, and knowledge base integration in one tool.

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Starting Price

Free
Full ReviewVisit Site

Feature Comparison

Scroll horizontally to compare details.

FeatureRAGFlowDify
CategoryMulti-Agent SystemsAutomation & Workflows
Pricing Plans24 tiers15 tiers
Starting PriceFreeFree
Key Features
    • • Workflow Runtime
    • • Tool and API Connectivity
    • • State and Context Handling

    RAGFlow - Pros & Cons

    Pros

    • ✓Open-source with full enterprise features
    • ✓Advanced document understanding exceeds traditional RAG
    • ✓Visual workflow builder simplifies agent orchestration
    • ✓Human-in-the-loop chunking improves accuracy

    Cons

    • ✗Requires significant technical expertise for self-hosting
    • ✗Resource-intensive (16GB RAM, 50GB storage minimum)
    • ✗ARM64 support limited
    • ✗Complex setup for non-technical teams

    Dify - Pros & Cons

    Pros

    • ✓Most comprehensive open-source LLMOps platform combining all AI development needs
    • ✓Production-grade RAG pipeline with advanced document processing and chunking
    • ✓Complete self-hosting option with no enterprise feature paywalls
    • ✓Visual interface accessible to non-developers while maintaining technical depth
    • ✓Built-in quality monitoring and evaluation systems for production applications

    Cons

    • ✗Docker deployment complexity requires DevOps knowledge and significant resources
    • ✗Platform approach limits flexibility for highly customized agent architectures
    • ✗Visual workflow builder becomes unwieldy for very complex multi-step processes
    • ✗Smaller plugin ecosystem compared to established automation platforms

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    🔒 Security & Compliance Comparison

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    Security FeatureRAGFlowDify
    SOC2——
    GDPR——
    HIPAA——
    SSO—✅ Yes
    Self-Hosted—✅ Yes
    On-Prem—✅ Yes
    RBAC—✅ Yes
    Audit Log—✅ Yes
    Open Source—✅ Yes
    API Key Auth—✅ Yes
    Encryption at Rest—✅ Yes
    Encryption in Transit—✅ Yes
    Data Residency——
    Data Retention—configurable
    🦞

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    Ready to Choose?

    Read the full reviews to make an informed decision

    Review RAGFlowReview Dify