feat(aia): Complete AIA V2.0 with universal streaming capabilities
Major Updates: - Add StreamingService with OpenAI Compatible format (backend/common/streaming) - Upgrade Chat component V2 with Ant Design X integration - Implement AIA module with 12 intelligent agents - Create AgentHub with 100% prototype V11 restoration - Create ChatWorkspace with streaming response support - Add ThinkingBlock for deep thinking display - Add useAIStream Hook for OpenAI Compatible stream handling Backend Common Capabilities (~400 lines): - OpenAIStreamAdapter: SSE adapter with OpenAI format - StreamingService: unified streaming service - Support content and reasoning_content dual streams - Deep thinking tag processing (<think>...</think>) Frontend Common Capabilities (~2000 lines): - AIStreamChat: modern streaming chat component - ThinkingBlock: collapsible deep thinking display - ConversationList: conversation management with grouping - useAIStream: OpenAI Compatible stream handler Hook - useConversations: conversation state management Hook - Modern design styles (Ultramodern theme) AIA Module Frontend (~1500 lines): - AgentHub: 12 agent cards with timeline design - ChatWorkspace: fullscreen immersive chat interface - AgentCard: theme-colored cards (blue/yellow/teal/purple) - 5 phases, 12 agents configuration - Responsive layout (desktop + mobile) AIA Module Backend (~900 lines): - agentService: 12 agents config with system prompts - conversationService: refactored with StreamingService - attachmentService: file upload skeleton (30k token limit) - 12 API endpoints with authentication - Full CRUD for conversations and messages Documentation: - AIA module status and development guide - Universal capabilities catalog (11 services) - Quick reference card for developers - System overview updates Testing: - Stream response verified (HTTP 200) - Authentication working correctly - Auto conversation creation working - Deep thinking display working - Message input and send working Status: Core features completed (85%), attachment and history loading pending
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# AIA - AI智能问答
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# AIA - AI智能问答模块
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> **模块代号:** AIA (AI Intelligent Answer)
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> **开发状态:** ✅ 已完成
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> **商业价值:** ⭐⭐⭐⭐
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> **独立性:** ⭐⭐⭐
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> 覆盖临床研究全生命周期的智能助手系统
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---
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## 📋 模块概述
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## 📚 文档导航
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AI智能问答模块提供10+个专业AI智能体,覆盖科研关键节点。
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### 核心文档
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**核心价值:** 差异化AI能力,覆盖科研全流程
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| 文档 | 说明 | 重要性 |
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|------|------|--------|
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| [模块当前状态与开发指南](./00-模块当前状态与开发指南.md) | ⭐⭐⭐⭐⭐ 必读 | 了解模块真实状态 |
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| [AIA模块PRD](./01-需求分析/AIA模块PRD.md) | ⭐⭐⭐⭐ | 产品需求文档 |
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| [原型图V11](./01-需求分析/AI问答原型图V11.html) | ⭐⭐⭐⭐⭐ | AgentHub设计(精确还原) |
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| [原型图V2](./01-需求分析/AI智能问答V2.html) | ⭐⭐⭐⭐ | ChatWorkspace设计 |
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### 开发文档
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| 文档 | 说明 |
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|------|------|
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| [开发计划](./04-开发计划/01-AIA-V2.1开发计划.md) | 实施路径 |
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| [后端API设计](./04-开发计划/02-后端API设计.md) | 12个API端点 |
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| [前端组件设计](./04-开发计划/03-前端组件设计.md) | 组件架构 |
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---
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## 🎯 核心功能
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## 🎯 快速开始
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### 已完成功能
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1. ✅ **12个智能体** - YAML配置框架
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2. ✅ **多轮对话** - 上下文管理、历史记录
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3. ✅ **流式输出** - SSE打字机效果
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4. ✅ **模型切换** - DeepSeek、Qwen3、Qwen-Long
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5. ✅ **@知识库问答** - RAG增强
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### 主要智能体
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- 选题评价智能体(四维度评价)
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- PICO梳理智能体
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- 样本量计算智能体
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- 研究方案制定智能体
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- 文章润色与翻译智能体
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---
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## 📂 文档结构
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### 访问模块
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```
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AIA-AI智能问答/
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├── [AI对接] AIA快速上下文.md # ⏳ 待创建
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├── 00-项目概述/
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├── 01-设计文档/
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└── README.md # ✅ 当前文档
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前端:http://localhost:5173/aia
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后端:http://localhost:3000/api/v1/aia
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```
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### 测试账号
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需要先登录系统获取token
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---
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## ✨ 核心特性
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### 12个智能体
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| 阶段 | 智能体 | ID |
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|------|--------|-----|
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| **选题优化** | 科学问题梳理 | TOPIC_01 |
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| **选题优化** | PICO梳理 | TOPIC_02 |
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| **选题优化** | 选题评价 | TOPIC_03 |
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| **方案设计** | 观察指标设计 | DESIGN_04 |
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| **方案设计** | 病例报告表设计 | DESIGN_05 |
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| **方案设计** | 样本量计算 | DESIGN_06 |
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| **方案设计** | 临床研究方案撰写 | DESIGN_07 |
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| **方案预评审** | 方法学评审智能体 | REVIEW_08 |
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| **数据与统计** | 数据评价与预处理 | TOOL_09(工具类) |
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| **数据与统计** | 智能统计分析 | TOOL_10(工具类) |
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| **写作助手** | 论文润色 | WRITING_11 |
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| **写作助手** | 论文翻译 | WRITING_12 |
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### V2.0 新特性
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- ✅ **OpenAI Compatible** - 标准流式格式
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- ✅ **深度思考展示** - 可折叠展示AI推理过程
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- ✅ **现代感UI** - 100%还原原型图设计
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- ✅ **通用能力复用** - Chat组件可供其他模块使用
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- ✅ **流式响应** - 逐字显示,打字机效果
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---
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## 🏗️ 技术架构
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```
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前端(React 19)
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├── AgentHub(智能体大厅)
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│ └── 12个AgentCard
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└── ChatWorkspace(对话工作台)
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├── Sidebar(会话列表)
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└── AIStreamChat(流式对话)
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├── ThinkingBlock(深度思考)
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└── 输入区(附件+深度思考开关)
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后端(Fastify)
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├── agentService(智能体配置)
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├── conversationService(对话管理)
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└── StreamingService(流式响应)
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└── OpenAIStreamAdapter(SSE适配器)
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```
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---
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## 🔗 依赖的通用能力
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## 📊 当前状态
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- **LLM网关** - 模型调用和切换
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- **RAG引擎** - @知识库问答
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- **版本:** V2.0
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- **完成度:** 85%
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- **测试状态:** 核心功能测试通过 ✅
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- **部署状态:** 开发环境就绪
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### 待完成功能
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- 🔜 附件上传与处理
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- 🔜 历史消息加载
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- 🔜 知识库集成(RAG)
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- 🔜 Prompt管理系统对接
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---
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**最后更新:** 2025-11-06
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**维护人:** 技术架构师
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## 🆘 获取帮助
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1. 查看 [模块状态文档](./00-模块当前状态与开发指南.md)
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2. 查看 [通用能力层清单](../../02-通用能力层/00-通用能力层清单.md)
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3. 查看 [系统总体设计](../../00-系统总体设计/00-系统当前状态与开发指南.md)
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---
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**最后更新:** 2026-01-14
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