feat: 新增插件系统、多种插件类型、开发指南及多语言文档。

README.md

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+# OpenWebUI Extras
+
+English | [中文](./README_CN.md)
+
+A collection of enhancements, plugins, and prompts for [OpenWebUI](https://github.com/open-webui/open-webui), developed and curated for personal use to extend functionality and improve experience.
+
+[Contributing](./CONTRIBUTING.md) | [Changelog](./CHANGELOG.md)
+
+## 📦 Project Contents
+
+### 🧩 Plugins
+
+Located in the `plugins/` directory, containing Python-based enhancements:
+
+#### Actions
+- **Smart Mind Map** (`smart-mind-map`): Generates interactive mind maps from text.
+- **Knowledge Card** (`knowledge-card`): Creates beautiful flashcards for learning.
+- **Export to Excel** (`export_to_excel`): Exports chat history to Excel files.
+- **Summary** (`summary`): Text summarization tool.
+- **AI Agent Solver** (`ai-agent-solver`): Intelligent agent solver.
+
+#### Filters
+- **Async Context Compression** (`async-context-compression`): Optimizes token usage via context compression.
+- **Context Enhancement** (`context_enhancement_filter`): Enhances chat context.
+- **Gemini Manifold Companion** (`gemini_manifold_companion`): Companion filter for Gemini Manifold.
+- **Multi-Model Context Merger** (`multi_model_context_merger`): Merges context from multiple models.
+
+#### Pipes
+- **Gemini Manifold** (`gemini_mainfold`): Pipeline for Gemini model integration.
+
+#### Pipelines
+- **MoE Prompt Refiner** (`moe_prompt_refiner`): Refines prompts for Mixture of Experts (MoE) summary requests to generate high-quality comprehensive reports.
+
+### 🎯 Prompts
+
+Located in the `prompts/` directory, containing fine-tuned System Prompts:
+
+- **Coding**: Programming assistance prompts.
+- **Marketing**: Marketing and copywriting prompts.
+
+## 📖 Documentation
+
+Located in the `docs/en/` directory:
+
+- **[Plugin Development Guide](./docs/en/plugin_development_guide.md)** - The authoritative guide covering everything from getting started to advanced patterns and best practices. ⭐
+
+For code examples, please check the `docs/examples/` directory.
+
+## 🚀 Quick Start
+
+This project is a collection of resources and does not require a Python environment. Simply download the files you need and import them into your OpenWebUI instance.
+
+### Using Prompts
+
+1. Browse the `/prompts` directory and select a prompt file (`.md`).
+2. Copy the file content.
+3. In the OpenWebUI chat interface, click the "Prompt" button above the input box.
+4. Paste the content and save.
+
+### Using Plugins
+
+1. Browse the `/plugins` directory and download the plugin file (`.py`) you need.
+2. Go to OpenWebUI **Admin Panel** -> **Settings** -> **Plugins**.
+3. Click the upload button and select the `.py` file you just downloaded.
+4. Once uploaded, refresh the page to enable the plugin in your chat settings or toolbar.
+
+### Contributing
+
+If you have great prompts or plugins to share:
+1. Fork this repository.
+2. Add your files to the appropriate `prompts/` or `plugins/` directory.
+3. Submit a Pull Request.