Dify lets you design AI agents and workflows visually, then deploy them to production. It brings agents, knowledge bases, models and tools together on one canvas.
You can use the hosted cloud, deploy privately in your own VPC, or self-host the open-source community edition with Docker. A marketplace offers extra tools and integrations. It is popular with developers who want to ship AI features without building everything from scratch.