Dify

What is Dify?

Dify is a platform for building and running AI applications such as chatbots, text generators, agents, chatflows and workflows. You work in a shared workspace with a knowledge base for retrieval-augmented generation, plugin, schedule and webhook triggers, and apps that publish as a web app or an API. Message credits let you try models from OpenAI, Anthropic, Gemini, xAI and Tongyi before switching to your own API key. Teams can use the hosted Dify Cloud or run the open-source Community edition, and an Enterprise option adds SSO, multiple workspaces, commercial licensing and support. On the cloud, Dify has a free Sandbox plan, Professional at $59 per workspace per month, and Team at $159 per workspace per month, with savings for annual billing. Community and Enterprise self-hosted options are separate, and Enterprise pricing is custom.

Use cases

• Build a RAG chatbot over your documents
• Create agent workflows with triggers
• Publish an AI app as an API
• Self-host an LLM app platform
• Prototype with multiple model providers
• Annotate answers to tune a chat app

Who it's for

• AI developers
• Small product teams
• Enterprises
• Open-source users

Why use Dify

• One workspace covers app building, knowledge bases, triggers and publishing, so there is less glue code to maintain.
• You can start free on Sandbox and later move to Professional, Team or a self-hosted deployment.
• Message credits cover several model providers, then you can swap in your own API key.
• Community edition keeps all core features from the public repository for open-source and non-commercial use.
• Enterprise adds SSO, multiple workspaces, negotiated SLAs and official support.

Dify features

• App studio with chatbot, text generator, agent, chatflow and workflow types
• Knowledge base for RAG with batch document upload
• Plugin, schedule and webhook triggers
• Publish as a web app or as an API
• Model vendor management and LLM API load balancing
• Local model integration
• Annotation of chat app responses
• Run-time analysis with options such as Langsmith and Langfuse
• SSO and multi-workspace role customization on Enterprise
• Dify Marketplace

Dify integrations

• OpenAI
• Anthropic
• Gemini
• xAI
• Tongyi
• Notion
• Langsmith
• Langfuse
• Qdrant
• Elasticsearch
• Weaviate

How to get started with Dify

1. Sign up for Dify Cloud, or deploy the Community edition on your own server.
2. Add a model provider with your API key, or use the included message credits.
3. Create an app in the studio, add documents to a knowledge base and design the workflow with triggers.
4. Test the app and publish it as a web app or an API for your users.

Dify limitations

• Sandbox is limited to 200 message credits, 5 apps and 1 team member
• Sandbox keeps log history for 30 days and allows 5,000 API calls per month
• Community edition is limited to a single workspace and you manage your own vector database
• App version control is listed as coming soon on paid and Enterprise plans

Dify pricing

Yes, Dify has a free plan. Paid plans start at $59 per month, according to the official pricing page on 24 Oct 2026.

Dify plans

• Sandbox

  Free

  • 200 message credits
  • 5 apps and 1 team member
  • 50 knowledge documents
  • 30 days log history

• Professional

  $59/month per workspace

  or $590 per workspace / year billed annually

  • 5,000 message credits per month
  • 3 team members and 50 apps
  • 500 knowledge documents
  • 20,000 trigger events per month

• Team

  $159/month per workspace

  or $1590 per workspace / year billed annually

  • 10,000 message credits per month
  • 50 team members and 200 apps
  • 1,000 knowledge documents
  • Unlimited trigger events

• Community

  Free

  • Core features from the public repository
  • Single workspace
  • Dify open source license

• Enterprise

  Custom

  • SSO
  • Multiple workspaces and enterprise management
  • Commercial license
  • Negotiated SLAs and technical support

Plans as listed on the official pricing page on 24 Oct 2026. Prices can change and may vary by country or exclude tax. Check the official pricing page.

Dify alternatives

The main Dify alternatives listed on Debuly are Flowise, Langflow, n8n, LangChain, Zapier and IBM watsonx.ai. The table compares pricing and platforms; order is A–Z.

1. 

   Flowise

   Open-source visual builder for AI agents, chatbots and RAG workflows, self-hosted or on Flowise Cloud.

   Developer platformsAutomation and agentsChat assistants
   Open sourceVisit Flowise (official site)
2. 

   IBM watsonx.ai

   IBM's AI development studio for building generative AI apps and agents with foundation models, prompt tools, and machine learning, billed by usage.

   Developer platformsCodingAutomation and agents
   FreemiumVisit IBM watsonx.ai (official site)
3. 

   LangChain

   Open-source framework for building LLM agents, paired with LangSmith for tracing, evals and agent deployment.

   Developer platformsAutomation and agentsCoding
   FreemiumVisit LangChain (official site)
4. 

   Langflow

   Open-source low-code visual builder for AI agents, RAG apps and MCP servers, with Python customization and an API for every flow.

   Developer platformsAutomation and agentsCoding
   Open sourceVisit Langflow (official site)
5. 

   n8n

   Workflow automation platform with a visual builder, code steps and AI agents, available as n8n Cloud or self-hosted.

   Automation and agentsDeveloper platforms
   FreemiumVisit n8n (official site)
6. 

   Zapier

   No-code automation platform that links 9,000+ apps through multi-step Zaps, AI agents, tables, forms and an MCP server.

   Automation and agentsProductivity
   FreemiumVisit Zapier (official site)

Dify FAQ

Sources & verification

Facts on this page come from the official sources below, each with the date we read it. Written by Debuly; the vendor did not review this page.

Image credits

• Logo: from dify.ai · fetched 23 Oct 2026 · Vendor trademark, used only to identify the product; removed on request
• Cover: none collected yet, so a generated tile is shown.

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