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Dify

LangGenius · No-Code Agentic Workflow Platform

Open Dify

An open-source platform for building agentic workflows and RAG pipelines with a visual no-code interface.

PricingFreemium
Setupeasy
Runs onSelf-hosted · Web
APIYes
Open sourceYes
DocsYes
CategoryAgent Frameworks
Agent FrameworkNo-CodeRAGOpen SourceVisual BuilderWorkflow

Best for

No-code agentic workflows and RAG pipelines

Not ideal for

Developers who need full code-level control over agent behaviour

Who it's for

Teams building AI agent applications who prefer a visual builder over writing orchestration code

Capabilities

  • Visual no-code workflow builder for agents and RAG pipelines
  • Built-in retrieval-augmented generation with document ingestion
  • Cloud hosted and self-hosted Docker deployment
  • API and embeddable chat for deploying agent applications
  • Model management supporting multiple LLM providers

Limitations

  • License is modified Apache 2.0 with additional conditions — not standard open source
  • Self-hosted deployment requires Docker and infrastructure management
  • Less flexible than code-first frameworks for custom agent logic
  • Cloud pricing details require checking the pricing page

Use cases

  • Building RAG-powered chatbots without writing code
  • Internal knowledge base Q&A systems
  • Deploying agent workflows as APIs for product integration
  • Prototyping agentic applications with a visual builder
  • Teams that need agent observability and model management in one tool

Integrations & fit

OpenAIAnthropicGoogleHugging FaceDocker
Good fit forSolo / individual, Startup / small team, Enterprise
Pricing modelFreemium· Free tier available
See pricing on Dify →

Alternatives to consider

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Flowise

FlowiseAI

Visual drag-and-drop agent and RAG workflow building

Freemium
LangGraph

LangChain

Developers building production multi-agent systems that need fine-grained control over state, execution flow, and human-in-the-loop checkpoints — and who are willing to trade setup time for that control

Free

About Dify

Dify is an open-source platform for building, deploying, and managing AI agents and RAG pipelines through a visual no-code interface. It combines workflow orchestration, retrieval-augmented generation, model management, and observability in a single tool. Users can build agent applications by dragging and connecting components without writing code, then deploy them via API or embedded chat. Dify is available as a cloud service at cloud.dify.ai and can be self-hosted via Docker. The source code is released under a modified Apache 2.0 license with additional conditions — it is not a standard Apache 2.0 license. The project has over 139,000 GitHub stars and 800+ contributors.

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