langgenius/dify

What it is

Dify is an open-source LLM app development platform. Its interface combines AI workflows, RAG pipelines, agent capabilities, model management and observability features (including Opik, Langfuse and Arize Phoenix). It is meant to take you from prototype to production, and every offering comes with corresponding APIs.

Who it's for

• Developers building LLM-powered apps who want a visual workflow canvas
• Teams that need RAG pipelines over documents such as PDFs and PPTs
• Organizations that want to self-host, or need SSO, RBAC and enterprise support SLAs
• Developers who want to call LLM app functionality through APIs from their own business logic

Requirements

Setup

1. Start Dify with Docker Compose

   From the cloned repository, go to the docker directory, copy the example env file, and start the services. The README gives these commands with cd dify as the first step.

   bashCopy

   cd dify
   cd docker
   cp .env.example .env
   docker compose up -d

2. Open the dashboard and initialize

   After the containers are running, open http://localhost/install in your browser and start the initialization process.

Pros & cons

Images