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| license: apache-2.0 | |
| title: Test | |
| sdk: docker | |
| emoji: 🚀 | |
| colorFrom: pink | |
| colorTo: green | |
| pinned: true | |
| short_description: hello world | |
|  | |
| <p align="center"> | |
| <a href="https://cloud.dify.ai">Dify Cloud</a> · | |
| <a href="https://docs.dify.ai/getting-started/install-self-hosted">Self-hosting</a> · | |
| <a href="https://docs.dify.ai">Documentation</a> · | |
| <a href="https://cal.com/guchenhe/60-min-meeting">Enterprise inquiry</a> | |
| </p> | |
| <p align="center"> | |
| <a href="https://dify.ai" target="_blank"> | |
| <img alt="Static Badge" src="https://img.shields.io/badge/Product-F04438"></a> | |
| <a href="https://dify.ai/pricing" target="_blank"> | |
| <img alt="Static Badge" src="https://img.shields.io/badge/free-pricing?logo=free&color=%20%23155EEF&label=pricing&labelColor=%20%23528bff"></a> | |
| <a href="https://discord.gg/FngNHpbcY7" target="_blank"> | |
| <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb" | |
| alt="chat on Discord"></a> | |
| <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank"> | |
| <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5" | |
| alt="follow on Twitter"></a> | |
| <a href="https://hub.docker.com/u/langgenius" target="_blank"> | |
| <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a> | |
| <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank"> | |
| <img alt="Commits last month" src="https://img.shields.io/github/commit-activity/m/langgenius/dify?labelColor=%20%2332b583&color=%20%2312b76a"></a> | |
| <a href="https://github.com/langgenius/dify/" target="_blank"> | |
| <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a> | |
| <a href="https://github.com/langgenius/dify/discussions/" target="_blank"> | |
| <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a> | |
| </p> | |
| <p align="center"> | |
| <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a> | |
| <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a> | |
| <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a> | |
| <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a> | |
| <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a> | |
| <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a> | |
| <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a> | |
| </p> | |
| Dify is an open-source LLM app development platform. Its intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production. Here's a list of the core features: | |
| </br> </br> | |
| **1. Workflow**: | |
| Build and test powerful AI workflows on a visual canvas, leveraging all the following features and beyond. | |
| https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa | |
| **2. Comprehensive model support**: | |
| Seamless integration with hundreds of proprietary / open-source LLMs from dozens of inference providers and self-hosted solutions, covering GPT, Mistral, Llama3, and any OpenAI API-compatible models. A full list of supported model providers can be found [here](https://docs.dify.ai/getting-started/readme/model-providers). | |
|  | |
| **3. Prompt IDE**: | |
| Intuitive interface for crafting prompts, comparing model performance, and adding additional features such as text-to-speech to a chat-based app. | |
| **4. RAG Pipeline**: | |
| Extensive RAG capabilities that cover everything from document ingestion to retrieval, with out-of-box support for text extraction from PDFs, PPTs, and other common document formats. | |
| **5. Agent capabilities**: | |
| You can define agents based on LLM Function Calling or ReAct, and add pre-built or custom tools for the agent. Dify provides 50+ built-in tools for AI agents, such as Google Search, DELL·E, Stable Diffusion and WolframAlpha. | |
| **6. LLMOps**: | |
| Monitor and analyze application logs and performance over time. You could continuously improve prompts, datasets, and models based on production data and annotations. | |
| **7. Backend-as-a-Service**: | |
| All of Dify's offerings come with corresponding APIs, so you could effortlessly integrate Dify into your own business logic. | |
| ## Feature comparison | |
| <table style="width: 100%;"> | |
| <tr> | |
| <th align="center">Feature</th> | |
| <th align="center">Dify.AI</th> | |
| <th align="center">LangChain</th> | |
| <th align="center">Flowise</th> | |
| <th align="center">OpenAI Assistants API</th> | |
| </tr> | |
| <tr> | |
| <td align="center">Programming Approach</td> | |
| <td align="center">API + App-oriented</td> | |
| <td align="center">Python Code</td> | |
| <td align="center">App-oriented</td> | |
| <td align="center">API-oriented</td> | |
| </tr> | |
| <tr> | |
| <td align="center">Supported LLMs</td> | |
| <td align="center">Rich Variety</td> | |
| <td align="center">Rich Variety</td> | |
| <td align="center">Rich Variety</td> | |
| <td align="center">OpenAI-only</td> | |
| </tr> | |
| <tr> | |
| <td align="center">RAG Engine</td> | |
| <td align="center">✅</td> | |
| <td align="center">✅</td> | |
| <td align="center">✅</td> | |
| <td align="center">✅</td> | |
| </tr> | |
| <tr> | |
| <td align="center">Agent</td> | |
| <td align="center">✅</td> | |
| <td align="center">✅</td> | |
| <td align="center">❌</td> | |
| <td align="center">✅</td> | |
| </tr> | |
| <tr> | |
| <td align="center">Workflow</td> | |
| <td align="center">✅</td> | |
| <td align="center">❌</td> | |
| <td align="center">✅</td> | |
| <td align="center">❌</td> | |
| </tr> | |
| <tr> | |
| <td align="center">Observability</td> | |
| <td align="center">✅</td> | |
| <td align="center">✅</td> | |
| <td align="center">❌</td> | |
| <td align="center">❌</td> | |
| </tr> | |
| <tr> | |
| <td align="center">Enterprise Features (SSO/Access control)</td> | |
| <td align="center">✅</td> | |
| <td align="center">❌</td> | |
| <td align="center">❌</td> | |
| <td align="center">❌</td> | |
| </tr> | |
| <tr> | |
| <td align="center">Local Deployment</td> | |
| <td align="center">✅</td> | |
| <td align="center">✅</td> | |
| <td align="center">✅</td> | |
| <td align="center">❌</td> | |
| </tr> | |
| </table> | |
| ## Using Dify | |
| - **Cloud </br>** | |
| We host a [Dify Cloud](https://dify.ai) service for anyone to try with zero setup. It provides all the capabilities of the self-deployed version, and includes 200 free GPT-4 calls in the sandbox plan. | |
| - **Self-hosting Dify Community Edition</br>** | |
| Quickly get Dify running in your environment with this [starter guide](#quick-start). | |
| Use our [documentation](https://docs.dify.ai) for further references and more in-depth instructions. | |
| - **Dify for enterprise / organizations</br>** | |
| We provide additional enterprise-centric features. [Schedule a meeting with us](https://cal.com/guchenhe/30min) or [send us an email](mailto:business@dify.ai?subject=[GitHub]Business%20License%20Inquiry) to discuss enterprise needs. </br> | |
| > For startups and small businesses using AWS, check out [Dify Premium on AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) and deploy it to your own AWS VPC with one-click. It's an affordable AMI offering with the option to create apps with custom logo and branding. | |
| ## Staying ahead | |
| Star Dify on GitHub and be instantly notified of new releases. | |
|  | |
| ## Quick start | |
| > Before installing Dify, make sure your machine meets the following minimum system requirements: | |
| > | |
| >- CPU >= 2 Core | |
| >- RAM >= 4GB | |
| </br> | |
| The easiest way to start the Dify server is to run our [docker-compose.yml](docker/docker-compose.yaml) file. Before running the installation command, make sure that [Docker](https://docs.docker.com/get-docker/) and [Docker Compose](https://docs.docker.com/compose/install/) are installed on your machine: | |
| ```bash | |
| cd docker | |
| docker compose up -d | |
| ``` | |
| After running, you can access the Dify dashboard in your browser at [http://localhost/install](http://localhost/install) and start the initialization process. | |
| > If you'd like to contribute to Dify or do additional development, refer to our [guide to deploying from source code](https://docs.dify.ai/getting-started/install-self-hosted/local-source-code) | |
| ## Next steps | |
| If you need to customize the configuration, please refer to the comments in our [docker-compose.yml](docker/docker-compose.yaml) file and manually set the environment configuration. After making the changes, please run `docker-compose up -d` again. You can see the full list of environment variables [here](https://docs.dify.ai/getting-started/install-self-hosted/environments). | |
| If you'd like to configure a highly-available setup, there are community-contributed [Helm Charts](https://helm.sh/) which allow Dify to be deployed on Kubernetes. | |
| - [Helm Chart by @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify) | |
| - [Helm Chart by @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm) | |
| ## Contributing | |
| For those who'd like to contribute code, see our [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md). | |
| At the same time, please consider supporting Dify by sharing it on social media and at events and conferences. | |
| > We are looking for contributors to help with translating Dify to languages other than Mandarin or English. If you are interested in helping, please see the [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) for more information, and leave us a comment in the `global-users` channel of our [Discord Community Server](https://discord.gg/8Tpq4AcN9c). | |
| **Contributors** | |
| <a href="https://github.com/langgenius/dify/graphs/contributors"> | |
| <img src="https://contrib.rocks/image?repo=langgenius/dify" /> | |
| </a> | |
| ## Community & contact | |
| * [Github Discussion](https://github.com/langgenius/dify/discussions). Best for: sharing feedback and asking questions. | |
| * [GitHub Issues](https://github.com/langgenius/dify/issues). Best for: bugs you encounter using Dify.AI, and feature proposals. See our [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md). | |
| * [Email](mailto:support@dify.ai?subject=[GitHub]Questions%20About%20Dify). Best for: questions you have about using Dify.AI. | |
| * [Discord](https://discord.gg/FngNHpbcY7). Best for: sharing your applications and hanging out with the community. | |
| * [Twitter](https://twitter.com/dify_ai). Best for: sharing your applications and hanging out with the community. | |
| Or, schedule a meeting directly with a team member: | |
| <table> | |
| <tr> | |
| <th>Point of Contact</th> | |
| <th>Purpose</th> | |
| </tr> | |
| <tr> | |
| <td><a href='https://cal.com/guchenhe/15min' target='_blank'><img class="schedule-button" src='https://github.com/langgenius/dify/assets/13230914/9ebcd111-1205-4d71-83d5-948d70b809f5' alt='Git-Hub-README-Button-3x' style="width: 180px; height: auto; object-fit: contain;"/></a></td> | |
| <td>Business enquiries & product feedback</td> | |
| </tr> | |
| <tr> | |
| <td><a href='https://cal.com/pinkbanana' target='_blank'><img class="schedule-button" src='https://github.com/langgenius/dify/assets/13230914/d1edd00a-d7e4-4513-be6c-e57038e143fd' alt='Git-Hub-README-Button-2x' style="width: 180px; height: auto; object-fit: contain;"/></a></td> | |
| <td>Contributions, issues & feature requests</td> | |
| </tr> | |
| </table> | |
| ## Star history | |
| [](https://star-history.com/#langgenius/dify&Date) | |
| ## Security disclosure | |
| To protect your privacy, please avoid posting security issues on GitHub. Instead, send your questions to security@dify.ai and we will provide you with a more detailed answer. | |
| ## License | |
| This repository is available under the [Dify Open Source License](LICENSE), which is essentially Apache 2.0 with a few additional restrictions. |