Dify.ai is a production-grade, open-source LLMOps platform that empowers teams to design, test, and deploy generative AI applications—without deep coding expertise. From chatbots and agents to data-driven workflows, Dify blends Backend‑as‑a‑Service (BaaS) with LLM operations tools in a cohesive, visual environment.
The platform supports seamless switching among models from OpenAI, Anthropic, Hugging Face, local runtimes like OpenLLM, Ollama, NVIDIA TIS, and more. Built-in RAG capabilities help ground answers in your proprietary documents, while a prompt IDE and experimentation logs support rapid iteration.
Designed for both non-technical and technical users, Dify offers drag‑and‑drop orchestration, RESTful APIs, and self‑hosting or Dify Cloud deployment options. Real businesses—from startups to large enterprises—have used Dify to launch internal assistants, automate document summarization, and build intelligent agents in hours, not weeks.
Designed for teams of all skill levels—from non-technical product leads and marketers to software engineers. Non-technical users can build AI workflows via visual designs, while developers can leverage REST APIs, self-hosting, and advanced customization options.
Full support for OpenAI, Claude, Llama 2/3, Hugging Face models, ChatGLM, and custom runtimes like Xoribits, LocalAI, NVIDIA TIS, Ollama—with new ones onboarded within 48 hours on release.
The RAG engine vectors and indexes your documents (PDFs, text, etc.), then retrieves context during runtime so LLMs answer with real, company‑specific knowledge—leading to more accurate and trustworthy results.
Yes. Dify is open-source (Apache 2.0 or MIT license variants). You can self-host via Docker or Kubernetes on your infrastructure and maintain full control over data, computation, and compliance.
Unlike LangChain’s code-centric models and Flowise’s limited interface, Dify balances intuitive visual design with advanced customization, live analytics, and built-in production readiness. It functions like an all-in-one prompt orchestrator and LLMOps platform.
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Dify.ai is an open‑source, low/no‑code platform that transforms ideas into enterprise‑grade AI workflows using any major model.
Build AI apps visually without coding — enterprise‑ready and model‑agnostic.
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