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AIclinicalresearch/docs/03-业务模块/DC-数据清洗整理/01-需求分析/PRD：智能数据清洗工作台 (The Data Cleaning Portal).md
HaHafeng 1b53ab9d52 feat(aia): Complete AIA V2.0 with universal streaming capabilities 
Major Changes:
- Add StreamingService with OpenAI Compatible format
- Upgrade Chat component V2 with Ant Design X integration
- Implement AIA module with 12 intelligent agents
- Update API routes to unified /api/v1 prefix
- Update system documentation

Backend (~1300 lines):
- common/streaming: OpenAI Compatible adapter
- modules/aia: 12 agents, conversation service, streaming integration
- Update route versions (RVW, PKB to v1)

Frontend (~3500 lines):
- modules/aia: AgentHub + ChatWorkspace (100% prototype restoration)
- shared/Chat: AIStreamChat, ThinkingBlock, useAIStream Hook
- Update API endpoints to v1

Documentation:
- AIA module status guide
- Universal capabilities catalog
- System overview updates
- All module documentation sync

Tested: Stream response verified, authentication working
Status: AIA V2.0 core completed (85%)
2026-01-14 19:15:01 +08:00

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# **PRD：智能数æ<C2B0>®æ¸…洗工作å<C593>° (The Data Cleaning Portal)**
| 文档版本 | V1.0 (基于原型 V2) |
| :---- | :---- |
| **产å“<C3A5>å½¢æ€?* | Web 端综å<C2BC>ˆä»ªè¡¨ç›˜ (Dashboard) |
| **核心价å€?* | 作为数æ<C2B0>®æ¸…洗模å<C2A1>—的统一入å<C2A5>£ï¼Œæ<C592><C3A6>供工具å<C2B7>¯åŠ¨ã€<C3A3>异步任务监控ã€<C3A3>æ•°æ<C2B0>®èµ„产管ç<C2A1>†å<E280A0>Šè·¨å·¥å…·æµ<C3A6>转能力ã€?|
| **目标用户** | 临床医生ã€<C3A3>科研助ç<C2A9>?|
## **一ã€?产å“<C3A5>架构å›?(Product Architecture)**
工作å<EFBFBD>°å¤„于系统的二级导航ä½<EFBFBD>置，å<EFBFBD>‘下连接三个具体工具，横å<EFBFBD>‘连接任务与数æ<EFBFBD>®ã€?
全局导航 \-\> **工作å<C593>?(本PRD)** \-\> (工具 A, 工具 B, 工具 C)
## **二�核心功能需�(Functional Requirements)**
### **1\. 全局导航集æˆ<C3A6> (Global Navigation)**
* **P0:** 必须无ç¼<C3A7>嵌入现有系统顶部导航æ <C3A6>ã€?
* **ä½<C3A4>ç½®ï¼?* ä½<C3A4>于 知识åº?ä¸?智能数æ<C2B0>®åˆ†æž<C3A6> 之间ã€?
* **状æ€<C3A6>：** 点击å<C2BB>Žé«˜äº®æ˜¾ç¤ºâ€œæ™ºèƒ½æ•°æ<C2B0>®æ¸…æ´—â€<C3A2>ã€?
### **2\. 工具å<C2B7>¯åŠ¨åŒ?(The Launcher)**
* **P0:** **三å<E280B0>¡ç‰‡å…¥å<C2A5>£ï¼š** 醒目展示三个核心工具的入å<C2A5>£å<C2A3>¡ç‰‡ã€?
* **工具 A (超级å<C2A7>ˆå¹¶å™?:** 强调“多æº<C3A6>æ•°æ<C2B0>®å<C2AE>ˆå¹¶ã€<C3A3>ID对é½<C3A9>â€<C3A2>ã€?
* **工具 B (病历结构化机器人):** 强调“AI æ<><C3A6>å<EFBFBD>–ã€<C3A3>é<EFBFBD>žç»“构化转结构化â€<C3A2>ã€?
* **工具 C (科研数æ<C2B0>®ç¼–辑å™?:** 强调“在线清洗ã€<C3A3>缺失值处ç<E2809E>†â€<C3A2>ã€?
* **交互ï¼?* 点击å<C2BB>¡ç‰‡ï¼Œä»¥**å…¨å±<C3A5>模æ€<C3A6>框**æˆ?*新页é<C2B5>?*å½¢å¼<C3A5>打开对应工具ã€?
### **3\. 任务æµ<C3A6>转中心 (Task Flow Hub) —â€?核心交互**
* **P0:** **最近任务列表：** 展示用户最近å<E28098>‘èµ·çš„ 10 æ<>¡ä»»åŠ¡ã€?
* **字段定义ï¼?* 任务å<C2A1><C3A5>称 | 所属工å…?A/B/C) | 状æ€?处ç<E2809E>†ä¸?完æˆ<C3A6>/失败) | 进度æ<C2A6>?| æ“<C3A6>作ã€?
* **P0:** **状æ€<C3A6>实时更新：**
* **处ç<E2809E>†ä¸­ï¼š** 显示动æ€<C3A6>进度æ<C2A6>¡ï¼ˆå¦‚ 45%）ã€?
* **失败ï¼?* 显示红色警告，支æŒ<C3A6>查看错误日志ã€?
* **P0:** **智能æµ<C3A6>转æ“<C3A6>作 (Smart Action)ï¼?*
* 基于任务类型，动æ€<C3A6>推è<C2A8><C3A8>下一步æ“<C3A6>作：
* **工具 A 完æˆ<C3A6>å<EFBFBD>Žï¼š** 显示按钮 \[下载\] å’?\[åŽ?AI æ<><C3A6>å<EFBFBD>–\] (跳转工具 B)ã€?
* **工具 B 完æˆ<C3A6>å<EFBFBD>Žï¼š** 显示按钮 \[下载\] å’?\[去清洗\] (跳转工具 C)ã€?
* **工具 C 完æˆ<C3A6>å<EFBFBD>Žï¼š** 显示按钮 \[下载\]ã€?
### **4\. æ•°æ<C2B0>®èµ„产åº?(Data Asset Library) —â€?V2 核心å<C692>‡çº§**
* **P0:** **Tab 分æ <C3A6>视图ï¼?*
* **\[全部\]**
* **\[处ç<E2809E>†ç»“æžœ\] (Outputs):** 存放工具 A/B/C 生æˆ<C3A6>的最终文件。图标使用绿è‰?è“<C3A8>色区分ã€?
* **\[原始上传\] (Inputs):** 存放用户直接上传的底表。图标使用ç<C2A8>°è‰²åŒºåˆ†ã€?
* **P0:** **资产å<C2A7>¡ç‰‡ä¿¡æ<C2A1>¯ï¼?*
* 文件å<C2B6><C3A5>ã€<C3A3>标签（如“已清洗â€<C3A2>ã€<C3A3>“已脱æ•<C3A6>â€<C3A2>）ã€<C3A3>行数ã€<C3A3>修改时间ã€?
* **P0:** **å¿«æ<C2AB>·æ“<C3A6>作 (Hover Actions):**
* 鼠标悬å<C2AC>œåœ¨å<C2A8>¡ç‰‡ä¸Šæ—¶ï¼Œæ˜¾ç¤ºæ“<C3A6>作按钮ï¼?
* \[下载\]: 下载到本地�
* \[去处ç<E2809E>†\]: 如果是原始文件，点击跳转到工具选择页（或默认工å…?A）ã€?
* \[分æž<C3A6>\]: 如果是处ç<E2809E>†ç»“果，点击跳转到“智能数æ<C2B0>®åˆ†æž<C3A6>â€<C3A2>模å<C2A1>—（未æ<C2AA>¥è§„划）ã€?
* **P0:** **原始文件上传入å<C2A5>£ï¼?*
* 底部固定按钮 \[+ 上传原始文件到库\]，å…<C3A5>许用户将本地 Excel 存入云端备用ã€?
## **三ã€?ç•Œé<C592>¢åŽŸåž‹å<E280B9>‚è€?(UI Reference)**
请严格å<EFBFBD>‚è€?智能数æ<C2B0>®æ¸…洗工作å<C593>°\_原型演示\_V2.htmlã€?
* **布局ï¼?* 顶部ä¸?Launcher，下方分为左å<C2A6>³ä¸¤æ <C3A6>（å·?2/3 为任务，å<C592>?1/3 为资产）ã€?
* **视觉风格�*
* 工具 A：è“<C3A8>色系 (Blue)
* 工具 B：紫色系 (Purple)
* 工具 C：翠绿色�(Emerald)
* 状æ€<C3A6>色：处ç<E2809E>†ä¸­(è“?ã€<C3A3>æˆ<C3A6>åŠ?ç»?ã€<C3A3>失è´?çº?ã€<C3A3>è­¦å‘?æ©?ã€?
## **å››ã€?æ•°æ<C2B0>®äº¤äº’逻辑 (Data Logic)**
1. **任务轮询 (Polling):**
* 工作å<C593>°åŠ è½½æ—¶ï¼Œè°ƒç”?GET /api/tasks/recentã€?
* 若列表中有状æ€<C3A6>为 processing 的任务，æ¯<C3A6>éš” 5 秒轮询一次状æ€<C3A6>更新，直到完æˆ<C3A6>ã€?
2. **跨工具æµ<C3A6>è½?(Handoff):**
* 当用户点å‡?\[åŽ?AI æ<><C3A6>å<EFBFBD>–\] 时：
* å‰<C3A5>端获å<C2B7>–该任务的 resultFileIdã€?
* 跳转路由�/tools/b?sourceFileId={resultFileId}�
* 工具 B åˆ<C3A5>始化时，自动加载该文件，无需用户é‡<C3A9>新上传ã€?
3. **资产管ç<C2A1>†:**
* 工具 A/B/C 产生的最终结果，需自动注册�DataAsset 表中，并标记 type='output'�
* 用户手动上传的文件，注册�type='input'�
## **五�埋点与统计需�*
* **UV/PV:** 工作å<C593>°è®¿é—®é‡<C3A9>ã€?
* **CTR:** 三个工具å<C2B7>¡ç‰‡çš„点击率（判断哪个工具最常用）ã€?
* **æµ<C3A6>转çŽ?** 用户点击“去 AI æ<><C3A6>å<EFBFBD>–â€<C3A2>ç­‰æµ<C3A6>转按钮的比例（判断工作æµ<C3A6>是å<C2AF>¦é¡ºç•…）ã€
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