Dify

What is Dify?

Dify is an open-source platform for building applications on top of large language models. It provides a visual workflow builder, retrieval-augmented generation (RAG) for your documents, agent capabilities with tools, and features to deploy and monitor apps.

Building a reliable AI app involves more than a prompt: you need to connect models, add your own knowledge, call tools, handle logic and monitor results. Dify packages these pieces into one platform with a visual interface.

You can create chat assistants, agents that use tools, and multi-step workflows. Knowledge bases let you upload documents so the app answers from your content. Dify supports many model providers, so you can switch models without rebuilding.

Teams can self-host Dify for control over data, or use the hosted cloud version. Apps can be published as web apps or accessed via API.

Key features of Dify

• Visual workflow builder: Design multi-step AI logic on a canvas.
• Knowledge bases (RAG): Ground answers in your own documents.
• Agents with tools: Let models call tools and APIs to complete tasks.
• Multi-model support: Use models from many providers.
• Deploy and observe: Publish apps and monitor usage and logs.

What you can use Dify for

• Internal knowledge assistants
• Customer support bots grounded in documentation
• Automated content and data workflows
• Prototyping AI products quickly

Pros and considerations

Dify pricing

Open source. Dify is open source for self-hosting and also offers a cloud service with a free tier and paid plans; check the official site for current limits.

Who Dify is best for

Teams that want to build custom AI assistants and workflows with a visual tool, with the option to self-host.

Independent listing by AI Agent Help, last reviewed October 2026. Features and pricing change; check the official website for the latest details. Spot something out of date? Tell us.