Dify

Overview

Dify is an open-source LLM app development platform. Its intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, and observability features, letting you quickly go from prototype to production.

Key Features

• Workflow: Build and test powerful AI workflows on a visual canvas.
• Comprehensive model support: Seamless integration with hundreds of proprietary and open-source LLMs from dozens of providers.
• Prompt IDE: Intuitive interface for crafting prompts and comparing model performance.
• RAG Pipeline: Extensive RAG capabilities from document ingestion to retrieval with out-of-box text extraction.
• Agent: Autonomous agents with a sandbox to run commands, install software, and handle files.
• LLMOps: Monitor and analyze application logs and performance over time.

Use Cases

• Use Dify Cloud for zero-setup trial with 200 free GPT-4 calls.
• Self-host Dify Community Edition in your environment.
• Deploy Dify Enterprise for SSO, RBAC, and support SLAs.
• Integrate Dify into your business logic via its APIs.

Getting Started

• Install Docker and Docker Compose v2.24.0 or later. In the dify/docker directory, copy .env.example to .env and run docker compose up -d. Then access http://localhost/install to start initialization. Ensure CPU >= 2 Core and RAM >= 4 GiB.

Deployment & Requirements

• CPU >= 2 Core, RAM >= 4 GiB, Docker and Docker Compose v2.24.0 or later. Can deploy on cloud, VPC, or self-hosted.

Before You Adopt

• License: Other. Review its terms before using, modifying, or distributing the project.
• Security issues should be reported via email rather than GitHub to protect privacy.