dify

Why we included this project

Dify is an open-source platform for building LLM applications without assembling the whole stack yourself. You lay out a chatbot, agent, or RAG assistant on a visual canvas, connecting prompts, model calls, tools, and document pipelines in one place. It saves the integration work that usually eats weeks: support for hundreds of proprietary and self-hosted models, a prompt IDE for comparing outputs, RAG ingestion from common document formats, and built-in agent tooling. Everything is also exposed through APIs, so the workflow you prototype in the browser can be called from your own backend later. For small teams that want a working AI feature quickly but still need to take it to production, that mix of low-code authoring and backend-as-a-service is a practical place to start.