dify — Dify is an open-source LLM app development platform that enables users to build AI workflows, RAG pipelines, and agents through an intuitive interface.

Dify is an open-source LLM app development platform that enables users to build AI workflows, RAG pipelines, and agents through an intuitive interface.

About this project

Dify is an open-source LLM application development platform designed to streamline the process from prototyping to production. It provides a collaborative workspace with a variety of core capabilities: - **Workflow Orchestration**: A visual canvas for building and testing complex AI workflows. - **Model Management**: Integration with numerous proprietary and open-source LLMs (including GPT, Mistral, and Llama3) via various inference providers. - **RAG Pipeline**: Tools for document ingestion and retrieval, with support for extracting text from PDFs, PPTs, and other common formats. - **Agent Capabilities**: Support for agents based on LLM Function Calling or ReAct, including over 50 built-in tools such as Google Search, DALL·E, and WolframAlpha. - **Prompt IDE**: An interface for crafting prompts and comparing model performance. - **LLMOps**: Features for monitoring application logs, analyzing performance, and iteratively improving prompts and datasets. - **Backend-as-a-Service**: API access to all platform offerings for integration into existing business logic. Dify can be deployed via Dify Cloud or self-hosted using Docker Compose.