235 lines
7.9 KiB
Markdown
235 lines
7.9 KiB
Markdown
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# OpenWebUI Plugin Development Guide
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> This guide consolidates official documentation, SDK details, and best practices to provide a systematic tutorial for developers, from beginner to expert.
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## 📚 Table of Contents
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1. [Quick Start](#1-quick-start)
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2. [Core Concepts & SDK Details](#2-core-concepts--sdk-details)
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3. [Deep Dive into Plugin Types](#3-deep-dive-into-plugin-types)
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* [Action](#31-action)
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* [Filter](#32-filter)
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* [Pipe](#33-pipe)
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4. [Advanced Development Patterns](#4-advanced-development-patterns)
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5. [Best Practices & Design Principles](#5-best-practices--design-principles)
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6. [Troubleshooting](#6-troubleshooting)
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---
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## 1. Quick Start
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### 1.1 What are OpenWebUI Plugins?
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OpenWebUI Plugins (officially called "Functions") are the primary way to extend the platform's capabilities. Running in a backend Python environment, they allow you to:
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* 🔌 **Integrate New Models**: Connect to Claude, Gemini, or custom RAGs via Pipes.
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* 🎨 **Enhance Interaction**: Add buttons (e.g., "Export", "Generate Chart") next to messages via Actions.
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* 🔧 **Intervene in Processes**: Modify data before requests or after responses (e.g., inject context, filter sensitive words) via Filters.
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### 1.2 Your First Plugin (Hello World)
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Save the following code as `hello.py` and upload it to the **Functions** panel in OpenWebUI:
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```python
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"""
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title: Hello World Action
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author: Demo
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version: 1.0.0
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"""
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from pydantic import BaseModel, Field
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from typing import Optional
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class Action:
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class Valves(BaseModel):
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greeting: str = Field(default="Hello", description="Greeting message")
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def __init__(self):
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self.valves = self.Valves()
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async def action(
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self,
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body: dict,
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__event_emitter__=None,
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__user__=None
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) -> Optional[dict]:
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user_name = __user__.get("name", "Friend") if __user__ else "Friend"
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if __event_emitter__:
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await __event_emitter__({
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"type": "notification",
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"data": {"type": "success", "content": f"{self.valves.greeting}, {user_name}!"}
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})
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return body
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```
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---
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## 2. Core Concepts & SDK Details
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### 2.1 ⚠️ Important: Sync vs Async
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OpenWebUI plugins run within an `asyncio` event loop.
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* **Principle**: All I/O operations (database, file, network) must be non-blocking.
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* **Pitfall**: Calling synchronous methods directly (e.g., `time.sleep`, `requests.get`) will freeze the entire server.
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* **Solution**: Wrap synchronous calls using `await asyncio.to_thread(sync_func, ...)`.
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### 2.2 Core Parameters
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All plugin methods (`inlet`, `outlet`, `pipe`, `action`) support injecting the following special parameters:
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| Parameter | Type | Description |
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| :--- | :--- | :--- |
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| `body` | `dict` | **Core Data**. Contains request info like `messages`, `model`, `stream`. |
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| `__user__` | `dict` | **Current User**. Contains `id`, `name`, `role`, `valves` (user config), etc. |
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| `__metadata__` | `dict` | **Metadata**. Contains `chat_id`, `message_id`. The `variables` field holds preset variables like `{{USER_NAME}}`, `{{CURRENT_TIME}}`. |
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| `__request__` | `Request` | **FastAPI Request Object**. Access `app.state` for cross-plugin communication. |
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| `__event_emitter__` | `func` | **One-way Notification**. Used to send Toast notifications or status bar updates. |
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| `__event_call__` | `func` | **Two-way Interaction**. Used to execute JS code, show confirmation dialogs, or input boxes on the frontend. |
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### 2.3 Configuration System (Valves)
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* **`Valves`**: Global admin configuration.
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* **`UserValves`**: User-level configuration (higher priority, overrides global).
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```python
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class Filter:
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class Valves(BaseModel):
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API_KEY: str = Field(default="", description="Global API Key")
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class UserValves(BaseModel):
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API_KEY: str = Field(default="", description="User Private API Key")
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def inlet(self, body, __user__):
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# Prioritize user's Key
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user_valves = __user__.get("valves", self.UserValves())
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api_key = user_valves.API_KEY or self.valves.API_KEY
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```
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---
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## 3. Deep Dive into Plugin Types
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### 3.1 Action
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**Role**: Adds buttons below messages that trigger upon user click.
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**Advanced Usage: Execute JavaScript on Frontend (File Download Example)**
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```python
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import base64
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async def action(self, body, __event_call__):
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# 1. Generate content on backend
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content = "Hello OpenWebUI".encode()
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b64 = base64.b64encode(content).decode()
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# 2. Send JS to frontend for execution
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js = f"""
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const blob = new Blob([atob('{b64}')], {{type: 'text/plain'}});
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const a = document.createElement('a');
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a.href = URL.createObjectURL(blob);
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a.download = 'hello.txt';
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a.click();
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"""
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await __event_call__({"type": "execute", "data": {"code": js}})
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```
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### 3.2 Filter
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**Role**: Middleware that intercepts and modifies requests/responses.
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* **`inlet`**: Before request. Used for injecting context, modifying model parameters.
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* **`outlet`**: After response. Used for formatting output, logging.
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* **`stream`**: During streaming. Used for real-time sensitive word filtering.
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**Example: Injecting Environment Variables**
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```python
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async def inlet(self, body, __metadata__):
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vars = __metadata__.get("variables", {})
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context = f"Current Time: {vars.get('{{CURRENT_DATETIME}}')}"
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# Inject into System Prompt or first message
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if body.get("messages"):
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body["messages"][0]["content"] += f"\n\n{context}"
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return body
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```
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### 3.3 Pipe
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**Role**: Custom Model/Agent.
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**Example: Simple OpenAI Wrapper**
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```python
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import requests
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class Pipe:
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def pipes(self):
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return [{"id": "my-gpt", "name": "My GPT Wrapper"}]
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def pipe(self, body):
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# Modify body here, e.g., force add prompt
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headers = {"Authorization": f"Bearer {self.valves.API_KEY}"}
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r = requests.post("https://api.openai.com/v1/chat/completions", json=body, headers=headers, stream=True)
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return r.iter_lines()
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```
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---
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## 4. Advanced Development Patterns
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### 4.1 Pipe & Filter Collaboration
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Use `__request__.app.state` to share data between plugins.
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* **Pipe**: `__request__.app.state.search_results = [...]`
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* **Filter (Outlet)**: Read `search_results` and format them as citation links appended to the response.
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### 4.2 Async Background Tasks
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Execute time-consuming operations (e.g., summarization, database storage) in the background without blocking the user response.
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```python
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import asyncio
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async def outlet(self, body, __metadata__):
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asyncio.create_task(self.background_job(__metadata__["chat_id"]))
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return body
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async def background_job(self, chat_id):
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# Execute time-consuming operation...
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pass
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```
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---
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## 5. Best Practices & Design Principles
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### 5.1 Naming & Positioning
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* **Short & Punchy**: e.g., "FlashCard", "DeepRead". Avoid generic terms like "Text Analysis Assistant".
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* **Complementary**: Don't reinvent the wheel; clarify what specific problem your plugin solves.
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### 5.2 User Experience (UX)
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* **Timely Feedback**: Send a `notification` ("Generating...") before time-consuming operations.
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* **Visual Appeal**: When Action outputs HTML, use modern CSS (rounded corners, shadows, gradients).
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* **Smart Guidance**: If text is too short, prompt the user: "Suggest entering more content for better results".
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### 5.3 Error Handling
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Never let a plugin fail silently. Catch exceptions and inform the user via `__event_emitter__`.
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```python
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try:
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# Business logic
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except Exception as e:
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await __event_emitter__({
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"type": "notification",
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"data": {"type": "error", "content": f"Processing failed: {str(e)}"}
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})
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```
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---
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## 6. Troubleshooting
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* **HTML not showing?** Ensure it's wrapped in a ` ```html ... ``` ` code block.
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* **Database error?** Check if you called synchronous DB methods directly in an `async` function; use `asyncio.to_thread`.
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* **Parameters not working?** Check if `Valves` are defined correctly and if they are being overridden by `UserValves`.
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