**Dify** is an easy-to-use LLMOps platform designed to empower more people to create sustainable, AI-native applications. With visual orchestration for various application types, Dify offers out-of-the-box, ready-to-use applications that can also serve as Backend-as-a-Service APIs. Unify your development process with one API for plugins and datasets integration, and streamline your operations using a single interface for prompt engineering, visual analytics, and continuous improvement.
**Dify** is an easy-to-use LLMOps platform designed to empower more people to create sustainable, AI-native applications. With visual orchestration for various application types, Dify offers out-of-the-box, ready-to-use applications that can also serve as Backend-as-a-Service APIs. Unify your development process with one API for plugins and datasets integration, and streamline your operations using a single interface for prompt engineering, visual analytics, and continuous improvement.
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Out-of-the-box web sites supporting form mode and chat conversation mode
Out-of-the-box web sites supporting form mode and chat conversation mode
A single API encompassing plugin capabilities, context enhancement, and more, saving you backend coding effort
A single API encompassing plugin capabilities, context enhancement, and more, saving you backend coding effort
Visual data analysis, log review, and annotation for applications
Visual data analysis, log review, and annotation for applications
Dify is compatible with Langchain, meaning we'll gradually support multiple LLMs, currently supported:
**1. LLMs support:** Choose capabilities based on different models when building your Dify AI apps. Dify is compatible with Langchain, meaning it will support various LLMs. Currently supported:
We provide the following free resources for registered Dify cloud users (sign up at [dify.ai](https://dify.ai)):
> We've got 1000 free trial credits available for all cloud service users to try out the Claude model.Visit [Dify.ai](https://dify.ai) and
* 1000 free Claude model queries to build Claude-powered apps
try it now.
* 200 free OpenAI queries to build OpenAI-based apps
***hugging face Hub**：Coming soon.
**2. Visual orchestration:** Build an AI app in minutes by writing and debugging prompts visually.
**3. Text embedding:** Fully automated text preprocessing embeds your data as context without complex concepts. Supports PDF, TXT, and syncing data from Notion, webpages, APIs.
**4. API-based:** Backend-as-a-service. Access web apps directly or integrate via APIs without complex backend setup.
**5. Plugins:** Dify "Smart Chat" now supports first-party plugins like web browsing, Google search, Wikipedia to enable online lookup, analyzing web content, and explaining the AI's reasoning process conversationally.
**6. Team workspaces:** Team members can join workspaces to collaboratively edit, manage, and use team AI apps.
**7. Data labeling and improvement:** Visually inspect AI app logs and improve data via labeling. Observe the AI's reasoning process to continuously enhance performance. (Coming soon)
## Use cases
*[Create an AI ChatBot with Business Data in Minutes.](https://docs.dify.ai/use-cases/create-an-ai-chatbot-with-business-data-in-minutes)
*[How to Build an Notion AI Assistant Based on Your Own Notes?](https://docs.dify.ai/use-cases/build-an-notion-ai-assistant)
*[Create a Midjoureny Prompt Bot Without Code in Just a Few Minutes.](https://docs.dify.ai/use-cases/create-a-midjoureny-prompt-bot-with-dify)
