117 lines
6.8 KiB
Markdown
117 lines
6.8 KiB
Markdown
## User Guide of how to develop a Dify Plugin
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Hi there, looks like you have already created a Plugin, now let's get you started with the development!
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### Choose a Plugin type you want to develop
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Before start, you need some basic knowledge about the Plugin types, Plugin supports to extend the following abilities in Dify:
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- **Tool**: Tool Providers like Google Search, Stable Diffusion, etc. it can be used to perform a specific task.
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- **Model**: Model Providers like OpenAI, Anthropic, etc. you can use their models to enhance the AI capabilities.
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- **Endpoint**: Like Service API in Dify and Ingress in Kubernetes, you can extend a http service as an endpoint and control its logics using your own code.
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Based on the ability you want to extend, we have divided the Plugin into three types: **Tool**, **Model**, and **Extension**.
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- **Tool**: It's a tool provider, but not only limited to tools, you can implement an endpoint there, for example, you need both `Sending Message` and `Receiving Message` if you are building a Discord Bot, **Tool** and **Endpoint** are both required.
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- **Model**: Just a model provider, extending others is not allowed.
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- **Extension**: Other times, you may only need a simple http service to extend the functionalities, **Extension** is the right choice for you.
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I believe you have chosen the right type for your Plugin while creating it, if not, you can change it later by modifying the `manifest.yaml` file.
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### Manifest
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Now you can edit the `manifest.yaml` file to describe your Plugin, here is the basic structure of it:
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- version(version, required):Plugin's version
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- type(type, required):Plugin's type, currently only supports `plugin`, future support `bundle`
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- author(string, required):Author, it's the organization name in Marketplace and should also equals to the owner of the repository
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- label(label, required):Multi-language name
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- created_at(RFC3339, required):Creation time, Marketplace requires that the creation time must be less than the current time
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- icon(asset, required):Icon path
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- resource (object):Resources to be applied
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- memory (int64):Maximum memory usage, mainly related to resource application on SaaS for serverless, unit bytes
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- permission(object):Permission application
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- tool(object):Reverse call tool permission
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- enabled (bool)
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- model(object):Reverse call model permission
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- enabled(bool)
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- llm(bool)
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- text_embedding(bool)
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- rerank(bool)
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- tts(bool)
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- speech2text(bool)
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- moderation(bool)
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- node(object):Reverse call node permission
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- enabled(bool)
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- endpoint(object):Allow to register endpoint permission
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- enabled(bool)
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- app(object):Reverse call app permission
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- enabled(bool)
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- storage(object):Apply for persistent storage permission
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- enabled(bool)
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- size(int64):Maximum allowed persistent memory, unit bytes
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- plugins(object, required):Plugin extension specific ability yaml file list, absolute path in the plugin package, if you need to extend the model, you need to define a file like openai.yaml, and fill in the path here, and the file on the path must exist, otherwise the packaging will fail.
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- Format
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- tools(list[string]): Extended tool suppliers, as for the detailed format, please refer to [Tool Guide](https://docs.dify.ai/docs/plugins/standard/tool_provider)
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- models(list[string]):Extended model suppliers, as for the detailed format, please refer to [Model Guide](https://docs.dify.ai/docs/plugins/standard/model_provider)
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- endpoints(list[string]):Extended Endpoints suppliers, as for the detailed format, please refer to [Endpoint Guide](https://docs.dify.ai/docs/plugins/standard/endpoint_group)
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- Restrictions
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- Not allowed to extend both tools and models
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- Not allowed to have no extension
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- Not allowed to extend both models and endpoints
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- Currently only supports up to one supplier of each type of extension
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- meta(object)
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- version(version, required):manifest format version, initial version 0.0.1
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- arch(list[string], required):Supported architectures, currently only supports amd64 arm64
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- runner(object, required):Runtime configuration
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- language(string):Currently only supports python
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- version(string):Language version, currently only supports 3.12
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- entrypoint(string):Program entry, in python it should be main
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### Install Dependencies
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- First of all, you need a Python 3.11+ environment, as our SDK requires that.
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- Then, install the dependencies:
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```bash
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pip install -r requirements.txt
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```
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- If you want to add more dependencies, you can add them to the `requirements.txt` file, once you have set the runner to python in the `manifest.yaml` file, `requirements.txt` will be automatically generated and used for packaging and deployment.
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### Implement the Plugin
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Now you can start to implement your Plugin, by following these examples, you can quickly understand how to implement your own Plugin:
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- [OpenAI](https://github.com/langgenius/dify-plugin-sdks/tree/main/python/examples/openai): best practice for model provider
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- [Google Search](https://github.com/langgenius/dify-plugin-sdks/tree/main/python/examples/google): a simple example for tool provider
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- [Neko](https://github.com/langgenius/dify-plugin-sdks/tree/main/python/examples/neko): a funny example for endpoint group
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### Test and Debug the Plugin
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You may already noticed that a `.env.example` file in the root directory of your Plugin, just copy it to `.env` and fill in the corresponding values, there are some environment variables you need to set if you want to debug your Plugin locally.
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- `INSTALL_METHOD`: Set this to `remote`, your plugin will connect to a Dify instance through the network.
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- `REMOTE_INSTALL_HOST`: The host of your Dify instance, you can use our SaaS instance `https://debug.dify.ai`, or self-hosted Dify instance.
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- `REMOTE_INSTALL_PORT`: The port of your Dify instance, default is 5003
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- `REMOTE_INSTALL_KEY`: You should get your debugging key from the Dify instance you used, at the right top of the plugin management page, you can see a button with a `debug` icon, click it and you will get the key.
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Run the following command to start your Plugin:
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```bash
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python -m main
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```
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Refresh the page of your Dify instance, you should be able to see your Plugin in the list now, but it will be marked as `debugging`, you can use it normally, but not recommended for production.
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### Package the Plugin
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After all, just package your Plugin by running the following command:
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```bash
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dify-plugin plugin package ./ROOT_DIRECTORY_OF_YOUR_PLUGIN
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```
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you will get a `plugin.difypkg` file, that's all, you can submit it to the Marketplace now, look forward to your Plugin being listed!
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## User Privacy Policy
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Please fill in the privacy policy of the plugin if you want to make it published on the Marketplace, refer to [PRIVACY.md](PRIVACY.md) for more details. |