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
parent 3d35e9c58b
commit 1b53ab9d52
386 changed files with 52096 additions and 65238 deletions
--- a/docs/03-业务模块/DC-数据清洗整理/06-开发记录/2025-12-07_后端API完整对接完成.md
+++ b/docs/03-业务模块/DC-数据清洗整理/06-开发记录/2025-12-07_后端API完整对接完成.md
@@ -1,37 +1,37 @@
 # 2025-12-07 <20>𡒊垢 API 摰峕㟲撖寞𦻖摰峕<E691B0>

-> **重大里程碑**：Tool C 前后端 API 完整对接，可以端到端测试！
+> **<EFBFBD>滚之<EFBFBD>𣬚<EFBFBD>蝣?*嚗関ool C <20>滚<EFBFBD>蝡?API 摰峕㟲撖寞𦻖嚗<F0A6BB96>虾隞亦垢<E4BAA6>啁垢瘚贝<E7989A>嚗?

 ---

 ## <20><> 隞餃𦛚璁<F0A69B9A>膩

-**发现**：后端 API 在 Day 1-3 已经完整开发，但前端 API 路径不匹配
+**<EFBFBD>𤑳緵**嚗𡁜<E59A97>蝡?API <EFBFBD>?Day 1-3 撌脩<EFBFBD>摰峕㟲撘<EFBFBD><EFBFBD>𡢅<EFBFBD>雿<EFBFBD><EFBFBD>蝡?API 頝臬<E9A09D>銝滚龪<E6BB9A>?

-**修复**：修正前端 API 调用路径，完成前后端对接
+**靽桀<EFBFBD>**嚗帋耨甇<E880A8><E79487>蝡?API 靚<>鍂頝臬<E9A09D>嚗<EFBFBD><E59A97><EFBFBD>𣂼<EFBFBD><F0A382BC>𡒊垢撖寞𦻖

 ---

-## ✅ 后端 API 清单（已完成）
+## <EFBFBD>?<3F>𡒊垢 API 皜<><E79A9C>嚗<EFBFBD>歇摰峕<E691B0>嚗?

-### 1. **Session 管理** ✅ Day 2 完成
+### 1. **Session 蝞∠<EFBFBD>** <EFBFBD>?Day 2 摰峕<EFBFBD>

 | API | <20>寞<EFBFBD> | 頝臬<E9A09D> | <20>蠘<EFBFBD> |
 |-----|------|------|------|
 | 銝𠹺<E98A9D><F0A0B9BA><EFBFBD>辣 | POST | `/api/v1/dc/tool-c/sessions/upload` | <20>𥕦遣 Session |
-| 获取 Session | GET | `/api/v1/dc/tool-c/sessions/:id` | 获取元数据 |
-| 获取预览 | GET | `/api/v1/dc/tool-c/sessions/:id/preview` | 前100行数据 |
+| <EFBFBD>瑕<EFBFBD> Session | GET | `/api/v1/dc/tool-c/sessions/:id` | <EFBFBD>瑕<EFBFBD><EFBFBD><EFBFBD>㺭<EFBFBD>?|
+| <EFBFBD>瑕<EFBFBD>憸<EFBFBD><EFBFBD> | GET | `/api/v1/dc/tool-c/sessions/:id/preview` | <EFBFBD>?00銵峕㺭<E5B395>?|
 | <20>瑕<EFBFBD>摰峕㟲<E5B395>唳旿 | GET | `/api/v1/dc/tool-c/sessions/:id/full` | <20>券<EFBFBD><E588B8>唳旿 |
 | <20>湔鰵敹<E9B0B5>歲 | POST | `/api/v1/dc/tool-c/sessions/:id/heartbeat` | 撱園鵭餈<E9B5AD><E9A488><EFBFBD>園𡢿 |
 | <20>𣳇膄 Session | DELETE | `/api/v1/dc/tool-c/sessions/:id` | <20>𣳇膄 Session |

-### 2. **AI 功能** ✅ Day 3 完成
+### 2. **AI <EFBFBD>蠘<EFBFBD>** <EFBFBD>?Day 3 摰峕<EFBFBD>

 | API | <20>寞<EFBFBD> | 頝臬<E9A09D> | <20>蠘<EFBFBD> |
 |-----|------|------|------|
 | <20><><EFBFBD>隞<EFBFBD><E99A9E> | POST | `/api/v1/dc/tool-c/ai/generate` | <20><><EFBFBD> Pandas 隞<><E99A9E> |
 | <20>扯<EFBFBD>隞<EFBFBD><E99A9E> | POST | `/api/v1/dc/tool-c/ai/execute` | <20>扯<EFBFBD>隞<EFBFBD><E99A9E> |
-| **一步到位** | POST | `/api/v1/dc/tool-c/ai/process` | 生成+执行+重试 ⭐ |
+| **銝<EFBFBD>甇亙<EFBFBD>雿?* | POST | `/api/v1/dc/tool-c/ai/process` | <EFBFBD><EFBFBD><EFBFBD>+<2B>扯<EFBFBD>+<2B>滩<EFBFBD> 潃?|
 | <20>瑕<EFBFBD><E79195><EFBFBD>蟮 | GET | `/api/v1/dc/tool-c/ai/history/:sessionId` | 撖寡<E69296><E5AFA1><EFBFBD>蟮 |

 ---
@@ -43,39 +43,39 @@
 **<EFBFBD>桅<EFBFBD>**嚗𡁜<E59A97>蝡航<E89DA1><E888AA>刻楝敺<E6A59D><E695BA><EFBFBD>寥<EFBFBD>

 ```typescript
-// ❌ 错误（之前）
+// <EFBFBD>?<3F>躰秤嚗<E7A7A4><E59A97><EFBFBD>㵪<EFBFBD>
 fetch('/api/dc/tool-c/process')
 fetch('/api/dc/tool-c/execute')

-// ✅ 正确（修复后）
+// <EFBFBD>?甇<>＆嚗<EFBC86>耨憭滚<E686AD>嚗?
 fetch('/api/v1/dc/tool-c/ai/process')
 fetch('/api/v1/dc/tool-c/ai/execute')
 ```

-**修复文件**：
- ✅ `frontend-v2/src/modules/dc/pages/tool-c/components/Sidebar.tsx`
+**靽桀<EFBFBD><EFBFBD><EFBFBD>辣**嚗?
+- <EFBFBD>?`frontend-v2/src/modules/dc/pages/tool-c/components/Sidebar.tsx`

 ### 2. 靽格迤<E6A0BC>滚<EFBFBD><E6BB9A>唳旿<E594B3>澆<EFBFBD>

-**问题**：后端返回 `previewData`，前端期望 `rows`
+**<EFBFBD>桅<EFBFBD>**嚗𡁜<E59A97>蝡航<E89DA1><E888AA>?`previewData`嚗<EFBFBD><EFBFBD>蝡舀<EFBFBD><EFBFBD>?`rows`

-**修复**：
+**靽桀<EFBFBD>**嚗?
 ```typescript
-// ✅ 前端兼容两种格式
+// <EFBFBD>?<3F>滨垢<E6BBA8>澆捆銝斤<E98A9D><E696A4>澆<EFBFBD>
 data: preview.data.previewData || preview.data.rows || []
 ```

-**修复文件**：
- ✅ `frontend-v2/src/modules/dc/pages/tool-c/index.tsx`
- ✅ `frontend-v2/src/modules/dc/api/toolC.ts`（类型定义）
+**靽桀<EFBFBD><EFBFBD><EFBFBD>辣**嚗?
+- <EFBFBD>?`frontend-v2/src/modules/dc/pages/tool-c/index.tsx`
+- <EFBFBD>?`frontend-v2/src/modules/dc/api/toolC.ts`嚗<EFBFBD>掩<EFBFBD>见<EFBFBD>銋㚁<EFBFBD>

 ### 3. 靽格迤 AI 憭<><E686AD><EFBFBD>滚<EFBFBD><E6BB9A>澆<EFBFBD>頧祆揢

-**问题**：后端响应格式需要转换为前端 ChatContainer 期望的格式
+**<EFBFBD>桅<EFBFBD>**嚗𡁜<E59A97>蝡臬<E89DA1>摨娍聢撘誯<E69298>閬<EFBFBD>蓮<EFBFBD>Ｖ蛹<EFBCB6>滨垢 ChatContainer <EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>聢撘?

-**修复**：
+**靽桀<EFBFBD>**嚗?
 ```typescript
-// ✅ 转换后端响应
+// <EFBFBD>?頧祆揢<E7A586>𡒊垢<F0A1928A>滚<EFBFBD>
 return {
  messageId: result.data?.messageId,
  explanation: result.data?.explanation,
@@ -87,8 +87,8 @@ return {
 };
 ```

-**修复文件**：
- ✅ `frontend-v2/src/modules/dc/pages/tool-c/components/Sidebar.tsx`
+**靽桀<EFBFBD><EFBFBD><EFBFBD>辣**嚗?
+- <EFBFBD>?`frontend-v2/src/modules/dc/pages/tool-c/components/Sidebar.tsx`

 ---

@@ -148,7 +148,7 @@ POST /api/v1/dc/tool-c/ai/process
 Request:
 {
  "sessionId": "xxx",
-  "message": "把age列的缺失值填补为平均值",
+  "message": "<EFBFBD>𨉖ge<EFBFBD>㛖<EFBFBD>蝻箏仃<EFBFBD>澆‵銵乩蛹撟喳<EFBFBD><EFBFBD>?,
  "maxRetries": 3
 }

@@ -158,11 +158,11 @@ Response (200):
  "message": "憭<EFBFBD><EFBFBD><EFBFBD>𣂼<EFBFBD>",
  "data": {
    "messageId": "msg-123",
-    "explanation": "好的，我将帮您将age列的缺失值填补为平均值。",
+    "explanation": "憟賜<EFBFBD>嚗峕<EFBFBD>撠<EFBFBD>葬<EFBFBD>典<EFBFBD>age<EFBFBD>㛖<EFBFBD>蝻箏仃<EFBFBD>澆‵銵乩蛹撟喳<EFBFBD><EFBFBD>潦<EFBFBD>?,
    "code": "df['age'].fillna(df['age'].mean(), inplace=True)",
    "executeResult": {
      "success": true,
-      "result": "成功填补 15 个缺失值",
+      "result": "<EFBFBD>𣂼<EFBFBD>憛怨‘ 15 銝芰撩憭勗<E686AD>?,
      "newDataPreview": [
        { "id": 1, "name": "撘牐<EFBFBD>", "age": 25 },
        { "id": 2, "name": "<EFBFBD>𤾸<EFBFBD>", "age": 27.5 },
@@ -176,31 +176,31 @@ Response (200):

 ---

-## 🎯 端到端流程
+## <EFBFBD>㴓 蝡臬<E89DA1>蝡舀<E89DA1>蝔?

 ### 摰峕㟲<E5B395>冽<EFBFBD>瘚<EFBFBD><E7989A>

 ```
 1. <20>冽<EFBFBD>銝𠹺<E98A9D><F0A0B9BA><EFBFBD>辣
-   ↓
+   <EFBFBD>?
   POST /api/v1/dc/tool-c/sessions/upload
-   ↓
+   <EFBFBD>?
   餈𥪜<E9A488> sessionId
   
 2. <20>芸𢆡<E88AB8>瑕<EFBFBD>憸<EFBFBD><E686B8><EFBFBD>唳旿
-   ↓
+   <EFBFBD>?
   GET /api/v1/dc/tool-c/sessions/:id/preview
-   ↓
-   显示数据表格 + 切换到 AI 对话界面
+   <EFBFBD>?
+   <EFBFBD>曄內<EFBFBD>唳旿銵冽聢 + <20><>揢<EFBFBD>?AI 撖寡<E69296><E5AFA1>屸𢒰
   
 3. <20>冽<EFBFBD>颲枏<E9A2B2> AI <20><>誘
-   ↓
+   <EFBFBD>?
   POST /api/v1/dc/tool-c/ai/process
-   ↓
+   <EFBFBD>?
   餈𥪜<E9A488>隞<EFBFBD><E99A9E> + <20>扯<EFBFBD>蝏𤘪<E89D8F>
   
 4. <20>芸𢆡<E88AB8>湔鰵銵冽聢<E586BD>唳旿
-   ↓
+   <EFBFBD>?
   <20>曄內<E69B84>啁<EFBFBD><E59581>唳旿憸<E697BF><E686B8>
 ```

@@ -219,119 +219,119 @@ npm run dev
 cd AIclinicalresearch/frontend-v2
 npm run dev

-# Python 微服务
+# Python 敺格<EFBFBD><EFBFBD>?
 cd AIclinicalresearch/extraction_service
 python main.py
 ```

 ### 2. 瘚贝<E7989A>甇仿炊

-1. ✅ **访问页面**
+1. <EFBFBD>?**霈輸䔮憿菟𢒰**
   - URL: http://localhost:5173/data-cleaning/tool-c
   - 摨磰砲<E7A3B0>见<EFBFBD>"銝𠹺<E98A9D><F0A0B9BA>唳旿<E594B3><E697BF>辣"<22>箏<EFBFBD>

-2. ✅ **上传文件**
+2. <EFBFBD>?**銝𠹺<E98A9D><F0A0B9BA><EFBFBD>辣**
   - <20>孵稬"<22>㗇𥋘<E39787><F0A58B98>辣"
-   - 上传 CSV 或 Excel 文件（<10MB）
-   - 应该自动切换到 AI 对话界面
+   - 銝𠹺<EFBFBD> CSV <EFBFBD>?Excel <EFBFBD><EFBFBD>辣嚗?10MB嚗?
+   - 摨磰砲<EFBFBD>芸𢆡<EFBFBD><EFBFBD>揢<EFBFBD>?AI 撖寡<E69296><E5AFA1>屸𢒰

-3. ✅ **AI 对话**
+3. <EFBFBD>?**AI 撖寡<EFBFBD>**
   - <20>刻<EFBFBD><E588BB>交<EFBFBD>颲枏<E9A2B2><E69E8F><EFBFBD>誘嚗䔶<E59A97>憒<EFBFBD><E68692>
-     - "显示前10行数据"
-     - "把age列的缺失值填补为平均值"
-     - "删除重复行"
-   - 应该看到 AI 生成代码并自动执行
+     - "<EFBFBD>曄內<EFBFBD>?0銵峕㺭<E5B395>?
+     - "<EFBFBD>𨉖ge<EFBFBD>㛖<EFBFBD>蝻箏仃<EFBFBD>澆‵銵乩蛹撟喳<EFBFBD><EFBFBD>?
+     - "<EFBFBD>𣳇膄<EFBFBD>滚<EFBFBD>銵?
+   - 摨磰砲<EFBFBD>见<EFBFBD> AI <20><><EFBFBD>隞<EFBFBD><E99A9E>撟嗉䌊<E59789>冽<EFBFBD>銵?

-4. ✅ **验证数据更新**
+4. <EFBFBD>?**撉諹<E69289><E8ABB9>唳旿<E594B3>湔鰵**
   - 撌虫儒銵冽聢摨磰砲<E7A3B0>芸𢆡<E88AB8>湔鰵
   - <20>曄內憭<E585A7><E686AD><EFBFBD>𡒊<EFBFBD><F0A1928A>唳旿

 ### 3. 瘚贝<E7989A><E8B49D>唳旿

-推荐使用：
+<EFBFBD>刻<EFBFBD>雿輻鍂嚗?
 - `AIclinicalresearch/test_data/cqol-demo.csv`嚗<EFBFBD>龫摮行㺭<EFBFBD>殷<EFBFBD>
- 或任何 CSV/Excel 文件（<10MB）
+- <EFBFBD>碶遙雿?CSV/Excel <EFBFBD><EFBFBD>辣嚗?10MB嚗?

 ---

 ## <20><> 靽格㺿皜<E3BABF><E79A9C>

-| 文件 | 行号 | 修改内容 | 状态 |
+| <EFBFBD><EFBFBD>辣 | 銵<>噡 | 靽格㺿<E6A0BC><E3BABF>捆 | <20>嗆<EFBFBD>?|
 |------|------|----------|------|
-| `Sidebar.tsx` | 43 | 修正执行代码 API 路径 | ✅ |
-| `Sidebar.tsx` | 122-136 | 修正 AI 处理 API 路径和响应转换 | ✅ |
-| `index.tsx` | 82 | 兼容 `previewData` 和 `rows` | ✅ |
-| `toolC.ts` | 47 | 更新 `PreviewData` 类型定义 | ✅ |
+| `Sidebar.tsx` | 43 | 靽格迤<EFBFBD>扯<EFBFBD>隞<EFBFBD><EFBFBD> API 頝臬<EFBFBD> | <EFBFBD>?|
+| `Sidebar.tsx` | 122-136 | 靽格迤 AI 憭<EFBFBD><EFBFBD> API 頝臬<EFBFBD><EFBFBD><EFBFBD><EFBFBD>摨磰蓮<EFBFBD>?| <20>?|
+| `index.tsx` | 82 | <EFBFBD>澆捆 `previewData` <EFBFBD>?`rows` | <EFBFBD>?|
+| `toolC.ts` | 47 | <EFBFBD>湔鰵 `PreviewData` 蝐餃<EFBFBD>摰帋<EFBFBD> | <EFBFBD>?|

 ---

-## ✅ 验证结果
+## <EFBFBD>?撉諹<E69289>蝏𤘪<E89D8F>

-### Linter 检查
+### Linter 璉<EFBFBD><EFBFBD>?

- ✅ **错误数**：0
- ⚠️ **警告数**：1（未使用的 `handleSendMessage`，可忽略）
+- <EFBFBD>?**<2A>躰秤<E8BAB0>?*嚗?
+- <EFBFBD>𩤃<EFBFBD> **霅血<E99C85><E8A180>?*嚗?嚗<>𧊋雿輻鍂<E8BCBB>?`handleSendMessage`嚗<EFBFBD>虾敹賜裦嚗?

 ### <20>蠘<EFBFBD>撉諹<E69289>

-| 功能 | 状态 | 备注 |
+| <EFBFBD>蠘<EFBFBD> | <20>嗆<EFBFBD>?| 憭<>釣 |
 |------|------|------|
-| 页面加载 | ✅ | 无报错 |
-| 文件上传 UI | ✅ | 正常显示 |
-| API 路径 | ✅ | 匹配后端 |
-| 类型定义 | ✅ | 完整 |
-| 端到端流程 | ⏳ | 待测试 |
+| 憿菟𢒰<EFBFBD>㰘蝸 | <20>?| <20>䭾𥁒<E4ADBE>?|
+| <EFBFBD><EFBFBD>辣銝𠹺<EFBFBD> UI | <20>?| 甇<>虜<EFBFBD>曄內 |
+| API 頝臬<EFBFBD> | <20>?| <20>寥<EFBFBD><E5AFA5>𡒊垢 |
+| 蝐餃<EFBFBD>摰帋<EFBFBD> | <20>?| 摰峕㟲 |
+| 蝡臬<EFBFBD>蝡舀<EFBFBD>蝔?| <20>?| 敺<><E695BA>霂?|

 ---

-## 🎉 里程碑
+## <EFBFBD><EFBFBD> <20>𣬚<EFBFBD>蝣?

-**✅ Tool C 前后端 API 完整对接完成！**
+**<EFBFBD>?Tool C <EFBFBD>滚<EFBFBD>蝡?API 摰峕㟲撖寞𦻖摰峕<E691B0>嚗?*

 ### <20>詨<EFBFBD><E8A9A8>𣂼停

-1. ✅ **后端 API 已完整**
-   - Day 1: Python 微服务（代码执行）
+1. <EFBFBD>?**<2A>𡒊垢 API 撌脣<E6928C><E884A3>?*
+   - Day 1: Python 敺格<EFBFBD><EFBFBD>∴<EFBFBD>隞<EFBFBD><EFBFBD><EFBFBD>扯<EFBFBD>嚗?
   - Day 2: Session 蝞∠<E89D9E>嚗<EFBFBD><E59A97>隞嗡<E99A9E>隡𨬭<E99AA1><F0A8ACAD>㺭<EFBFBD>桀<EFBFBD><E6A180>剁<EFBFBD>
-   - Day 3: AI 代码生成（DeepSeek-V3 集成）
+   - Day 3: AI 隞<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>嚗㇄eepSeek-V3 <EFBFBD><EFBFBD><EFBFBD>嚗?

-2. ✅ **前端 API 调用已修正**
+2. <EFBFBD>?**<2A>滨垢 API 靚<>鍂撌脖耨甇?*
   - 頝臬<E9A09D><E887AC>寥<EFBFBD>
   - <20>唳旿<E594B3>澆<EFBFBD><E6BE86>澆捆
   - <20>滚<EFBFBD>頧祆揢甇<E68FA2>＆

-3. ✅ **可以进行端到端测试**
-   - 上传文件 → 显示数据 → AI 对话 → 执行代码 → 更新表格
+3. <EFBFBD>?**<2A>臭誑餈𥡝<E9A488>蝡臬<E89DA1>蝡舀<E89DA1>霂?*
+   - 銝𠹺<EFBFBD><EFBFBD><EFBFBD>辣 <20>?<3F>曄內<E69B84>唳旿 <20>?AI 撖寡<E69296> <20>?<3F>扯<EFBFBD>隞<EFBFBD><E99A9E> <20>?<3F>湔鰵銵冽聢

 ---

-## 🚀 下一步
+## <EFBFBD><EFBFBD> 銝衤<E98A9D>甇?

 ### 蝡见朖<E8A781>臬<EFBFBD>

-1. ✅ **刷新浏览器**
-2. ✅ **上传测试文件**
-3. ✅ **测试 AI 对话功能**
+1. <EFBFBD>?**<2A>瑟鰵瘚讛<E7989A><E8AE9B>?*
+2. <EFBFBD>?**銝𠹺<E98A9D>瘚贝<E7989A><E8B49D><EFBFBD>辣**
+3. <EFBFBD>?**瘚贝<E7989A> AI 撖寡<E69296><E5AFA1>蠘<EFBFBD>**

 ### 敺<><E695BA><EFBFBD>吔<EFBFBD><E59094>鮋獈憛痹<E6869B>

-1. ⏳ 优化错误提示
-2. ⏳ 添加加载状态动画
-3. ⏳ 增强代码高亮
-4. ⏳ 支持撤销/重做
-5. ⏳ 导出数据功能
+1. <EFBFBD>?隡睃<E99AA1><E79D83>躰秤<E8BAB0>鞟內
+2. <EFBFBD>?瘛餃<E7989B><E9A483>㰘蝸<E3B098>嗆<EFBFBD><E59786>𢆡<EFBFBD>?
+3. <EFBFBD>?憓𧼮撩隞<E692A9><E99A9E>擃䀝漁
+4. <EFBFBD>?<3F>舀<EFBFBD><E88880>日<EFBFBD>/<2F>滚<EFBFBD>
+5. <EFBFBD>?撖澆枂<E6BE86>唳旿<E594B3>蠘<EFBFBD>

 ---

 ## <20><> 隞<><E99A9E>蝏蠘恣

-| 组件 | 代码行数 | 状态 |
+| 蝏<EFBFBD>辣 | 隞<><E99A9E>銵峕㺭 | <20>嗆<EFBFBD>?|
 |------|---------|------|
-| Python 微服务 | ~430 行 | ✅ Day 1 |
-| Node.js 后端 | ~2650 行 | ✅ Day 2-3 |
-| 前端 React | ~1100 行 | ✅ Day 4-5 |
-| 通用 Chat 组件 | ~968 行 | ✅ Day 5 |
-| **总计** | **~5148 行** | **✅ 完成** |
+| Python 敺格<EFBFBD><EFBFBD>?| ~430 銵?| <20>?Day 1 |
+| Node.js <EFBFBD>𡒊垢 | ~2650 銵?| <20>?Day 2-3 |
+| <EFBFBD>滨垢 React | ~1100 銵?| <20>?Day 4-5 |
+| <EFBFBD>𡁶鍂 Chat 蝏<EFBFBD>辣 | ~968 銵?| <20>?Day 5 |
+| **<EFBFBD>餉恣** | **~5148 銵?* | **<EFBFBD>?摰峕<E691B0>** |

 ---

@@ -339,17 +339,17 @@ python main.py

 **Tool C MVP 撘<><E69298>穃<EFBFBD><E7A983>琜<EFBFBD>**

- ✅ 前后端 API 完整对接
- ✅ 可以进行端到端测试
- ✅ AI 对话 + 数据处理功能就绪
- ✅ 基于 Ant Design X 的现代化 UI
+- <EFBFBD>?<3F>滚<EFBFBD>蝡?API 摰峕㟲撖寞𦻖
+- <EFBFBD>?<3F>臭誑餈𥡝<E9A488>蝡臬<E89DA1>蝡舀<E89DA1>霂?
+- <EFBFBD>?AI 撖寡<EFBFBD> + <20>唳旿憭<E697BF><E686AD><EFBFBD>蠘<EFBFBD>撠梁貌
+- <EFBFBD>?<3F>箔<EFBFBD> Ant Design X <EFBFBD><EFBFBD>緵隞<EFBFBD><EFBFBD> UI

-**现在可以开始测试完整功能了！** 🚀
+**<EFBFBD>啣銁<EFBFBD>臭誑撘<EFBFBD>憪𧢲<EFBFBD>霂訫<EFBFBD><EFBFBD>游<EFBFBD><EFBFBD>賭<EFBFBD>嚗?* <20><>

 ---

-**开发者**：AI Assistant  
-**日期**：2025-12-07  
+**撘<EFBFBD><EFBFBD>𤏸<EFBFBD>?*嚗鋫I Assistant  
+**<EFBFBD>交<EFBFBD>**嚗?025-12-07  
 **<EFBFBD><EFBFBD>𧋦**嚗鐝VP v1.0


@@ -402,5 +402,6 @@ python main.py



+