Dify is an open-source LLM application development platform.

Its intuitive interface integrates AI workflows, RAG pipelines, agent capabilities, model management, observability features, and more, enabling rapid progression from prototype development to production.

List of core features:

1. : Build and test powerful AI workflows on a visual canvas, utilizing all the following features and more.

2. : Seamlessly integrates with hundreds of proprietary/open-source LLMs and dozens of inference providers and self-hosted solutions, covering GPT, Mistral, Llama3, and any model compatible with the OpenAI API.

   

3. : An intuitive interface for writing prompts, comparing model performance, and adding features like text-to-speech for chat-based applications.

4. : Extensive RAG functionality covers everything from document ingestion to retrieval, supporting text extraction from PDFs, PPTs, and other common document formats out-of-the-box.

5. : Define agents based on LLM Function Calling or ReAct, and add pre-built or custom tools to agents. Dify provides over 50 built-in AI agent tools, such as Google Search, DALL·E, Stable Diffusion, and WolframAlpha.

6. : Monitor and analyze changes in application logs and performance over time. Continuously improve prompts, datasets, and models based on production data and annotations.

7. : All Dify features have corresponding APIs, making it easy to integrate Dify into your own business logic.

Feature comparison

Official website usage

https://cloud.dify.ai/explore/apps . Using the official template applications, you can get started quickly and also customize your own applications based on the templates.