Dify, a source available platform for building LLM apps, agents, RAG and workflows from a visual console.
Dify is a platform for building and operating applications on top of large language models. Its visual console lets you design AI agents, chat assistants, retrieval augmented generation apps and multi step workflows, connect any model provider, manage prompts and datasets, and publish everything as an API, without stitching together a stack of separate tools. It is distributed under the Dify Open Source License, a modified Apache 2.0 with additional conditions.
It suits teams that want a self hosted workspace to prototype and ship AI features, add retrieval over their own documents, and expose assistants and workflows to their own products through a clean API.
cloudimg ships Dify as its full official container stack, pre wired and hardened behind nginx, always cloning the newest release at build so you start current. There is no default login: the console boots to the first run setup screen so you create your own administrator, and a unique session signing key is generated for your instance on first boot. The stack refreshes to the newest release images on first boot, the paired deployment guide walks through first setup, connecting a model provider and enabling HTTPS, and every instance carries 24/7 support.
Real screenshots taken while testing this image against its deployment guide.