Dify

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  <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://dify.ai/pricing">Dify edition overview</a>
</p>

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Dify is an open-source LLM app development platform. Its intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features (including [Opik](https://www.comet.com/docs/opik/integrations/dify), [Langfuse](https://docs.langfuse.com), and [Arize Phoenix](https://docs.arize.com/phoenix)) and more, letting you quickly go from prototype to production. Here's a list of the core features:

## Quick start

> Before installing Dify, make sure your machine meets the following minimum system requirements:
>
> - CPU >= 2 Core
> - RAM >= 4 GiB

<br/>

The easiest way to start the Dify server is through [Docker Compose](docker/docker-compose.yaml). Before running Dify with the following commands, make sure that [Docker](https://docs.docker.com/get-docker/) and Docker Compose v2.24.0 or later are installed on your machine:

```bash
cd dify
cd docker
cp .env.example .env
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.

### Seeking help

Please refer to our [FAQ](https://docs.dify.ai/getting-started/install-self-hosted/faqs) if you encounter problems setting up Dify. Reach out to [the community and us](#community--contact) if you are still having issues.

> 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)

## Key features

**1. Workflow**:
Build and test powerful AI workflows on a visual canvas, leveraging all the following features and beyond.

**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).

![providers-v5](https://github.com/langgenius/dify/assets/13230914/5a17bdbe-097a-4100-8363-40255b70f6e3)

**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**: Autonomous agents with a sandbox of their own: they run commands, install software, and handle files to get open-ended tasks done. Describe the agent you want and it builds itself. Give it skills, connect tools from [Dify Marketplace](https://marketplace.dify.ai/?category=tool), MCP servers, or your own APIs, and put it to work as a chat app or as a step in any workflow.

**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.

## Using Dify

- **Cloud <br/>**
  We host [Dify Cloud](https://cloud.dify.ai) so you can try Dify without managing a server. See the [pricing page](https://dify.ai/pricing) for current plans and usage allowances. If you run into issues, [contact our Cloud support team](mailto:cloud@dify.ai?subject=%5BGitHub%5DDify%20Cloud%20Support).

- **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 Enterprise](https://dify.ai/dify-enterprise)<br/>**
  For organizations requiring self-hosting, SSO, RBAC Security and Enterprise Support SLAs, please fill out [this form](https://share-na2.hsforms.com/14-09ff5HS92Sh4m3f4yrcw40s9fk) to speak to a solution representative. <br/>

## Staying ahead

Star Dify on GitHub and be instantly notified of new releases.

<img width="1344" height="720" alt="star" src="https://github.com/user-attachments/assets/dcd086d1-af0f-471b-ae52-1ad2fa040595" />

## Advanced Setup

For custom configuration, observability, and deployment options, see [Advanced Setup](docs/ADVANCED_SETUP.md).

## Contributing

Dify welcomes contributions of all kinds:

- **Code**: Read the [Contribution Guide](CONTRIBUTING.md), then browse [good first issues](https://github.com/langgenius/dify/issues?q=is%3Aissue%20state%3Aopen%20label%3A%22good%20first%20issue%22).
- **Ideas and feedback**: Start or join a [GitHub Discussion](https://github.com/langgenius/dify/discussions).
- **Translations**: Follow the [internationalization guide](web/i18n/README.md) to add or update a locale.
- **Community**: Share the apps you build, help other users, and spread the word about Dify.

### Contributors

<a href="https://github.com/langgenius/dify/graphs/contributors">
  <img alt="Dify contributors" src="https://contrib.rocks/image?repo=langgenius/dify" />
</a>

## Community & contact

Choose the channel that best fits your question:

- [GitHub Discussions](https://github.com/langgenius/dify/discussions): Get help, share feedback, and propose ideas.
- [GitHub Issues](https://github.com/langgenius/dify/issues): Report reproducible bugs and track engineering work. Read the [Contribution Guide](CONTRIBUTING.md) before opening one.
- [Discord](https://discord.gg/FngNHpbcY7): Chat in real time, share your apps, and connect with other Dify users.
- [X](https://x.com/dify_ai): Follow Dify for release news and project updates.

## Star History

[![Star History Chart](https://star-history.dera.page/svg?repos=langgenius/dify&type=date&legend=top-left)](https://star-history.dera.page/langgenius/dify?type=date&legend=top-left#gh-light-mode-only) [![Star History Chart](https://star-history.dera.page/svg?repos=langgenius/dify&type=date&theme=dark&legend=top-left)](https://star-history.dera.page/langgenius/dify?type=date&legend=top-left#gh-dark-mode-only)

## Security disclosure

Report vulnerabilities privately through GitHub Security Advisories, following our [security policy](SECURITY.md). Do not disclose them in public issues, discussions, or pull requests.

## License

This repository is licensed under the [Dify Open Source License](LICENSE), based on Apache 2.0 with additional conditions.