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README.md

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-Edit this `README.md` markdown file to author your organization card.
+[![](https://github.com/langgenius/dify/raw/main/images/describe-en.png)](https://github.com/langgenius/dify)
+
+#### [Website](https://dify.ai) • [Docs](https://docs.dify.ai) • [Deployment Docs](https://docs.dify.ai/getting-started/install-self-hosted) •  [FAQ](https://docs.dify.ai/getting-started/faq) • [Twitter](https://twitter.com/dify_ai) • [Discord](https://discord.gg/FngNHpbcY7)
+
+**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.
+
+Applications created with Dify include:
+
+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
+Visual data analysis, log review, and annotation for applications
+
+## Highlighted Features
+**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:
+
+- [x] **OpenAI**: GPT4, GPT3.5-turbo, GPT3.5-turbo-16k, text-davinci-003 
+- [x] **Azure OpenAI Service**
+- [x] **Anthropic**: Claude2, Claude-instant
+- [x] **Replicate**
+- [x] **Hugging Face Hub**
+- [x] **ChatGLM**
+- [x] **Llama2**
+- [x] **MiniMax**
+- [x] **Spark**
+- [x] **Wenxin**
+- [x] **Tongyi**
+
+
+We provide the following free resources for registered Dify cloud users (sign up at [dify.ai](https://dify.ai)):
+* 600,000 free Claude model tokens to build Claude-powered apps
+* 200 free OpenAI queries to build OpenAI-based apps
+
+  
+**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)
+
+## Use Cloud Services
+
+Visit [Dify.ai](https://dify.ai)
+
+## Contact Us
+
+If you have any questions, suggestions, or partnership inquiries, feel free to contact us through the following channels:
+
+- Submit an Issue or PR on our GitHub Repo
+- Join the discussion in our [Discord](https://discord.gg/FngNHpbcY7) Community
+- Send an email to [email protected]
+
+We're eager to assist you and together create more fun and useful AI applications!