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Dify is an open-source platform for developing and operating AI applications powered by large language models (LLMs) like GPT-4.

It provides an intuitive, visual interface for creating AI workflows, agents, and assistants without extensive coding.

Key Features of Dify

• Drag-and-drop UI for visually designing AI apps
• RAG (Retrieval-Augmented Generation) pipeline for integrating external knowledge
• Agent capabilities for building autonomous AI agents
• Workflow orchestration to flexibly integrate AI processes
• Monitoring and optimization tools for enterprise-grade LLMOps
• Backend APIs for easily integrating AI into any product

Dify aims to make AI development more accessible by abstracting away complex implementation details. It is designed to be more production-ready than alternatives like LangChain. Over 140,000 LLM applications have been built with Dify so far.

The platform supports connecting to various LLMs including OpenAI, Anthropic, Replicate, and LLaMA models. It is open-source and available on GitHub.