#agentic-ai

Dify is an open-source, production-ready platform for LLM application development, designed to significantly accelerate the entire lifecycle from prototyping to deployment. It offers an intuitive visual canvas for building and testing complex AI workflows, integrates robust Retrieval Augmented Generation (RAG) pipelines for efficient document ingestion and retrieval, and provides advanced agent capabilities based on LLM Function Calling or ReAct, configurable with pre-built or custom tools. Dify offers comprehensive support for hundreds of proprietary and open-source LLMs, features a powerful Prompt IDE for prompt engineering and performance comparison, and includes built-in model management and observability (e.g., Opik, Langfuse, Arize Phoenix), empowering developers to rapidly build, deploy, and monitor sophisticated AI applications and agents.