How To Use Dify
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What it is
Dify is an open-source LLMOps platform that ships visual workflows, agents, datasets, and APIs in one stack.
Install / set up
Dify positions itself between “no-code builder” and “full LLMOps platform.” You design prompts and agents in a browser, attach datasets for RAG, and the platform exposes them as REST APIs with auth, rate limits, and analytics. Self-host for free or use the managed cloud.
First run
A Python backend (Flask + Celery + Postgres + Redis + a vector store) plus a Next.js frontend. Apps come in four flavors: chat, agent, workflow, and text generation. Datasets handle ingestion and retrieval; models plug in via a provider registry with 30+ vendors supported.
Everyday workflows
Product teams that want to ship LLM features without building the platform layer. If you need prompts, datasets, auth, logs, and an API gateway in one package, Dify is the most complete open-source option today.