dify

Dify is an open-source, production-ready LLM application development platform engineered to significantly accelerate the entire development cycle from prototype to production. It offers an intuitive visual workflow canvas, integrating a powerful Retrieval Augmented Generation (RAG) pipeline for efficient document ingestion and retrieval. Dify also features advanced agent capabilities based on LLM Function Calling or ReAct, configurable with pre-built or custom tools. It provides comprehensive support for hundreds of mainstream proprietary and open-source LLMs, a robust Prompt IDE for prompt engineering and model performance comparison, and built-in observability features (e.g., Opik, Langfuse, Arize Phoenix). This empowers developers to rapidly build, deploy, and monitor complex AI applications and agents.

• Intuitive Visual Workflow Canvas
• Comprehensive LLM Model Compatibility & Management
• Powerful Retrieval Augmented Generation (RAG) Pipeline
• Advanced Agent Capabilities with LLM Function Calling/ReAct
• Built-in Prompt IDE & End-to-End Observability