Flowise
Drag-and-drop tool to build custom LLM workflows without writing code
Visual LLM app development platform with built-in model management and RAG engine
Dify is the fastest path from AI idea to working product that we've tested. The visual builder lets you chain together LLM calls, knowledge bases, and workflow logic without writing code, and the result is a deployable AI application with its own API and web interface. What makes Dify stand out is how it handles the full lifecycle: you prototype visually, test with built-in tools, and then deploy with a single click. The support for 30+ model providers means you can swap between OpenAI, Anthropic, and local models without changing your workflow. It's designed to be accessible to product managers and non-engineers, which is rare in this space. The self-hosted version is generous with features, though the cloud version is where the most polished experience lives. If you're building AI-powered products, Dify cuts weeks off your development timeline.
Best for users who are comfortable following setup instructions or running a self-hosted tool.
Create domain-specific AI assistants with your own knowledge base and workflow logic
Go from idea to working AI prototype in hours instead of weeks