diff --git a/README.md b/README.md index 90ebdeed..3670c342 100644 --- a/README.md +++ b/README.md @@ -17,12 +17,9 @@ RuoYi AI Logo -## 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 diff --git a/README_EN.md b/README_EN.md index 16e3dcd4..a98746a1 100644 --- a/README_EN.md +++ b/README_EN.md @@ -19,64 +19,57 @@ ### 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)** + + + ## ✨ 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 \ No newline at end of file +[license-url]: https://github.com/ageerle/ruoyi-ai/blob/main/LICENSE