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<img src="docs/image/logo.png" alt="RuoYi AI Logo" width="120" height="120">
## 功能建议&bug提交：【腾讯文档】
https://docs.qq.com/sheet/DR3hoR3FVVkpJcnVm
### 企业级AI助手平台
*开箱即用的全栈AI平台，集成Coze、DIFY等主流AI平台，提供先进的RAG技术、知识图谱、数字人和AI流程编排能力*
*开箱即用的全栈AI平台，支持多智能体协同、Supervisor模式编排、多种决策模型，提供先进的RAG技术和可视化流程编排能力*
**[English](README_EN.md)** | **[📖 使用文档](https://doc.pandarobot.chat)** |
**[🚀 在线体验](https://web.pandarobot.chat)** | **[🐛 问题反馈](https://github.com/ageerle/ruoyi-ai/issues)** | **[💡 功能建议](https://github.com/ageerle/ruoyi-ai/issues)**
@@ -34,34 +31,23 @@ https://docs.qq.com/sheet/DR3hoR3FVVkpJcnVm
## ✨ 核心亮点
### 智能AI引擎
- **多模型接入**：支持 OpenAI、DeepSeek、通义千问、智谱AI 等主流厂商的模型
- **多模态理解**：支持文本、图片、文档等多种格式的智能处理
- **AI平台集成**：集成了 **扣子(Coze)**、**DIFY**、**FastGPT** 等主流AI应用平台
- **MCP能力集成**：基于模型上下文协议，打造可扩展的AI工具生态系统
- **AI编程助手**：内置智能代码分析和项目脚手架生成能力
### 本地化RAG方案
- **私有知识库**：基于 Langchain4j 框架 + BGE-large-zh-v1.5 中文向量模型实现本地私有知识库
- **多种向量库**：支持 Milvus、Weaviate、Qdrant 等主流向量数据库
- **数据安全可控**：支持完全本地部署，保护企业数据隐私
- **灵活模型部署**：兼容 Ollama、vLLM 等本地推理框架
### AI创作工具
- **AI 绘画创作**： 集成 MidJourney、GPT-4o-image
- **智能PPT生成**：一键将文本内容转换为精美演示文稿
### 知识图谱与智能编排
- **知识图谱构建**：自动从文档和对话中提取实体关系，构建可视化知识网络
- **AI 流程编排**：可视化工作流设计器，支持复杂AI任务的编排和自动化执行
- **数字人交互**：集成数字人形象，提供更自然的人机交互体验
| 模块 | 现有能力 | 扩展方向 |
|:--------:|----------------------------------------------------------|-----------------------|
| **模型管理** | 多模型接入(OpenAI/DeepSeek/通义/智谱)、多模态理解、Coze/DIFY/FastGPT平台集成 | 自动模式、容错机制 |
| **知识库** | 本地RAG + 向量库(Milvus/Weaviate) + 知识图谱 + 文档解析 +重排序 | 音频视频解析、知识出处 |
| **工具管理** | Mcp协议集成、Skills能力 + 可扩展工具生态 | 工具插件市场、toolAgent自动加载工具 |
| **流程编排** | 可视化工作流设计器、节点拖拽编排、SSE流式执行,目前已经支持模型(支持rag)调用,邮件发送,人工审核等节点 | 更多节点类型 |
| **多智能体** | 基于Langchain4j的Agent框架、Supervisor模式编排,支持多种决策模型 | 智能体可配置 |
| **AI编程** | 智能代码分析、项目脚手架生成、Copilot助手 | 代码生成优化 |
## 🚀 快速体验
### 在线演示
- **用户端体验**：[web.pandarobot.chat](https://web.pandarobot.chat) (账号：admin 密码：admin123)
- **管理后台**：[admin.pandarobot.chat](https://admin.pandarobot.chat) (账号：admin 密码：admin123)
| 平台 | 地址 | 账号 |
|:------:|---|---|
| 用户端 | [web.pandarobot.chat](https://web.pandarobot.chat) | admin / admin123 |
| 管理后台 | [admin.pandarobot.chat](https://admin.pandarobot.chat) | admin / admin123 |
### 项目源码
@@ -71,18 +57,19 @@ https://docs.qq.com/sheet/DR3hoR3FVVkpJcnVm
| 🎨 用户前端 | [ruoyi-web](https://github.com/ageerle/ruoyi-web) | [ruoyi-web](https://gitee.com/ageerle/ruoyi-web) | [ruoyi-web](https://gitcode.com/ageerle/ruoyi-web) |
| 🛠️ 管理后台 | [ruoyi-admin](https://github.com/ageerle/ruoyi-admin) | [ruoyi-admin](https://gitee.com/ageerle/ruoyi-admin) | [ruoyi-admin](https://gitcode.com/ageerle/ruoyi-admin) |
### 合作项目
| 项目名称 | GitHub 仓库 | Gitee 仓库
|----------------|-------------------------------------------------------|------------------------------------------------------|
| element-plus-x | [element-plus-x](https://github.com/element-plus-x/Element-Plus-X) | [element-plus-x](https://gitee.com/he-jiayue/element-plus-x) |
## 🛠️ 技术架构
### 核心框架
- **后端架构**：Spring Boot 3.5 + Langchain4j
- **数据存储**：MySQL 8.0 + Redis + 向量数据库（Milvus/Weaviate/Qdrant）
- **前端技术**：Vue 3 + Vben Admin + Element UI
- **后端架构**：Spring Boot 4.0 + Spring ai 2.0 + Langchain4j
- **数据存储**：MySQL 8.0 + Redis + 向量数据库（Milvus/Weaviate）
- **前端技术**：Vue 3 + Vben Admin + element-plus-x
- **安全认证**：Sa-Token + JWT 双重保障
### 系统组件
- **文档处理**：PDF、Word、Excel 解析，图像智能分析
- **实时通信**：WebSocket 实时通信，SSE 流式响应
- **系统监控**：完善的日志体系、性能监控、服务健康检查
## 📚 使用文档

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### Enterprise-Grade AI Assistant Platform
*An out-of-the-box intelligent AI platform that integrates mainstream AI platforms such as Coze and DIFY, providing advanced RAG technology, knowledge graphs, digital humans, and AI workflow orchestration capabilities*
*An out-of-the-box full-stack AI platform supporting multi-agent collaboration, Supervisor mode orchestration, and multiple decision models, with advanced RAG technology and visual workflow orchestration capabilities*
**[中文](README.md)** | **[📖 Documentation](https://doc.pandarobot.chat)** |
**[🚀 Live Demo](https://web.pandarobot.chat)** | **[🐛 Report Issues](https://github.com/ageerle/ruoyi-ai/issues)** | **[💡 Feature Requests](https://github.com/ageerle/ruoyi-ai/issues)**
</div>
## ✨ Core Features
### Intelligent AI Engine
- **Multi-Model Integration**: Supports mainstream LLM providers including OpenAI, DeepSeek, Alibaba's Tongyi Qianwen, and Zhipu AI
- **Multi-Modal Understanding**: Intelligently processes multiple formats including text, images, and documents
- **AI Platform Integration**: Integrates mainstream AI application platforms like **Coze**, **DIFY**, and **FastGPT**
- **MCP Capability Integration**: Build an extensible AI toolkit ecosystem based on the Model Context Protocol
- **AI Coding Assistant**: Built-in intelligent code analysis and project scaffolding generation capabilities
### Local RAG Solution
- **Private Knowledge Base**: Implements local private knowledge base based on Langchain4j framework + BGE-large-zh-v1.5 Chinese vector model
- **Multiple Vector Databases**: Supports mainstream vector databases including Milvus, Weaviate, and Qdrant
- **Data Security & Privacy**: Supports fully local deployment to protect enterprise data privacy
- **Flexible Model Deployment**: Compatible with local inference frameworks like Ollama and vLLM
### AI Creative Tools
- **AI Image Generation**: Integrates MidJourney and GPT-4o-image
- **Intelligent PPT Generation**: Convert text content to beautiful presentations with one click
### Knowledge Graph & Intelligent Orchestration
- **Knowledge Graph Construction**: Automatically extract entity relationships from documents and conversations, build visualized knowledge networks
- **AI Workflow Orchestration**: Visual workflow designer supporting complex AI task orchestration and automated execution
- **Digital Human Interaction**: Integrated digital avatars providing more natural human-machine interaction experience
| Module | Current Capabilities | Extension Direction |
|:--------:|---|---|
| **Model Management** | Multi-model integration (OpenAI/DeepSeek/Tongyi/Zhipu), multi-modal understanding, Coze/DIFY/FastGPT platform integration | Auto mode, fault tolerance |
| **Knowledge Base** | Local RAG + Vector DB (Milvus/Weaviate) + Knowledge Graph + Document parsing + Reranking | Audio/video parsing, knowledge source |
| **Tool Management** | MCP protocol integration, Skills capability + Extensible tool ecosystem | Tool plugin marketplace, toolAgent auto-loading |
| **Workflow Orchestration** | Visual workflow designer, drag-and-drop node orchestration, SSE streaming execution, currently supports model (with RAG) calls, email sending, manual review nodes | More node types |
| **Multi-Agent** | Agent framework based on Langchain4j, Supervisor mode orchestration, supports multiple decision models | Configurable agents |
| **AI Coding** | Intelligent code analysis, project scaffolding generation, Copilot assistant | Code generation optimization |
## 🚀 Quick Start
### Live Demo
- **User Experience**: [web.pandarobot.chat](https://web.pandarobot.chat) (Username: admin, Password: admin123)
- **Admin Dashboard**: [admin.pandarobot.chat](https://admin.pandarobot.chat) (Username: admin, Password: admin123)
| Platform | URL | Account |
|:------:|---|---|
| User Frontend | [web.pandarobot.chat](https://web.pandarobot.chat) | admin / admin123 |
| Admin Panel | [admin.pandarobot.chat](https://admin.pandarobot.chat) | admin / admin123 |
### Project Repositories
| Module | GitHub Repository | Gitee Repository | GitCode Repository |
|------------------|-------------------------------------------------------|------------------------------------------------------|--------------------------------------------------------|
| 🔧 Backend | [ruoyi-ai](https://github.com/ageerle/ruoyi-ai) | [ruoyi-ai](https://gitee.com/ageerle/ruoyi-ai) | [ruoyi-ai](https://gitcode.com/ageerle/ruoyi-ai) |
| 🎨 User Frontend | [ruoyi-web](https://github.com/ageerle/ruoyi-web) | [ruoyi-web](https://gitee.com/ageerle/ruoyi-web) | [ruoyi-web](https://gitcode.com/ageerle/ruoyi-web) |
| 🛠️ Admin Panel | [ruoyi-admin](https://github.com/ageerle/ruoyi-admin) | [ruoyi-admin](https://gitee.com/ageerle/ruoyi-admin) | [ruoyi-admin](https://gitcode.com/ageerle/ruoyi-admin) |
| Module | GitHub Repository | Gitee Repository | GitCode Repository |
|----------|-------------------------------------------------------|------------------------------------------------------|--------------------------------------------------------|
| 🔧 Backend | [ruoyi-ai](https://github.com/ageerle/ruoyi-ai) | [ruoyi-ai](https://gitee.com/ageerle/ruoyi-ai) | [ruoyi-ai](https://gitcode.com/ageerle/ruoyi-ai) |
| 🎨 User Frontend | [ruoyi-web](https://github.com/ageerle/ruoyi-web) | [ruoyi-web](https://gitee.com/ageerle/ruoyi-web) | [ruoyi-web](https://gitcode.com/ageerle/ruoyi-web) |
| 🛠️ Admin Panel | [ruoyi-admin](https://github.com/ageerle/ruoyi-admin) | [ruoyi-admin](https://gitee.com/ageerle/ruoyi-admin) | [ruoyi-admin](https://gitcode.com/ageerle/ruoyi-admin) |
### Partner Projects
| Project Name | GitHub Repository | Gitee Repository
|----------------|-------------------------------------------------------|------------------------------------------------------|
| element-plus-x | [element-plus-x](https://github.com/element-plus-x/Element-Plus-X) | [element-plus-x](https://gitee.com/he-jiayue/element-plus-x) |
## 🛠️ Technical Architecture
### Core Framework
- **Backend**: Spring Boot 3.5 + Langchain4j
- **Data Storage**: MySQL 8.0 + Redis + Vector Databases (Milvus/Weaviate/Qdrant)
- **Frontend**: Vue 3 + Vben Admin + Element UI
- **Backend**: Spring Boot 4.0 + Spring AI 2.0 + Langchain4j
- **Data Storage**: MySQL 8.0 + Redis + Vector Databases (Milvus/Weaviate)
- **Frontend**: Vue 3 + Vben Admin + element-plus-x
- **Security**: Sa-Token + JWT dual-layer security
### System Components
- **Document Processing**: PDF, Word, and Excel parsing with intelligent image analysis
- **Real-Time Communication**: WebSocket real-time communication with SSE streaming responses
- **System Monitoring**: Comprehensive logging system, performance monitoring, and service health checks
## 📚 Documentation
@@ -170,4 +163,4 @@ Thanks to the following excellent open-source projects for their support:
[license-shield]: https://img.shields.io/github/license/ageerle/ruoyi-ai.svg?style=flat-square
[license-url]: https://github.com/ageerle/ruoyi-ai/blob/main/LICENSE
[license-url]: https://github.com/ageerle/ruoyi-ai/blob/main/LICENSE