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AIclinicalresearch/docs/03-业务模块/DC-数据清洗整理/06-开发记录/Tool-B-MVP完成总结-2025-12-03.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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# Tool B MVP鐗堟湰瀹屾垚鎬荤粨
> **鏃ユ湡锛?* 2025-12-03
> **閲岀▼纰戯細** Tool B - 鐥呭巻缁撴瀯鍖栨満鍣ㄤ汉 MVP鐗堟湰瀹屾垚
> **鐘舵€侊細** 鉁?宸蹭笂绾垮彲鐢?
---
## 馃帀 瀹屾垚姒傝<E5A792>
### **寮€鍙戝懆鏈?*
- **寮€濮嬫棩鏈燂細** 2025-12-02
- **瀹屾垚鏃ユ湡锛?* 2025-12-03
- **瀹為檯宸ユ湡锛?* 2涓<32>伐浣滄棩
- **浠g爜閲忥細** 鍓嶇<E98D93>~1400琛岋紝鍚庣<E98D9A>浼樺寲~500琛?
### **瀹屾垚鍔熻兘**
鉁?**鍓嶇<E98D93>瀹屾暣瀹炵幇**锛?
- Portal鏁版嵁娓呮礂宸ヤ綔鍙伴〉闈?
- Tool B 5姝ュ伐浣滄祦锛堜笂浼犫啋妯℃澘鈫掓彁鍙栤啋楠岃瘉鈫掔粨鏋滐級
- API鏈嶅姟灞傚畬鏁村<E98F81>鎺?
- UI绮捐嚧鍖栵紝鍖归厤鍘熷瀷璁捐<E79281>
鉁?**鍚庣<E98D9A>API楠岃瘉**锛?
- 6涓狝PI绔<49>偣鍏ㄩ儴鍙<E584B4>
- LLM璋冪敤姝父宸ヤ綔锛圖eepSeek-V3 + Qwen-Max锛?
- 鍙屾ā鍨嬫彁鍙栦氦鍙夐獙璇佹垚鍔?
- Excel瀵煎嚭鍔熻兘鍙<E58598>
鉁?**鐪熷疄鏁版嵁娴嬭瘯**锛?
- 涓婁紶9鏉梾鐞嗘暟鎹<E69A9F>祴璇曟垚鍔?
- 鎻愬彇5涓<35>瓧娈靛叏閮ㄦ垚鍔?
- 璇嗗埆1鏉竴鑷达紝8鏉″啿绐侊紙绗﹀悎棰勬湡锛?
- Token娑堣€楋細~10k tokens/9鏉¤<E98F89>褰?
---
## 馃搳 鏍稿績鎸囨爣
### **鎬ц兘琛ㄧ幇**
| 鎸囨爣 | 鏁板€?| 澶囨敞 |
|------|------|------|
| 鏂囦欢涓婁紶 | <1绉?| 13KB鏂囦欢 |
| 鍋ュ悍妫€鏌?| ~0.5绉?| 鍓?00琛岄噰鏍?|
| 鍙屾ā鍨嬫彁鍙?| ~5绉?鏉?| DeepSeek + Qwen骞跺彂 |
| 9鏉¤<E98F89>褰曟€昏€楁椂 | ~49绉?| 鍖呭惈PII鑴辨晱銆丣SON瑙瀽 |
| Token娑堣€?| ~1100 tokens/鏉?| 鍙屾ā鍨嬪悎璁?|
### **璐ㄩ噺鎸囨爣**
| 鎸囨爣 | 鏁板€?| 鐩<>爣 |
|------|------|------|
| API鎴愬姛鐜?| 100% | >95% |
| LLM鍝嶅簲鎴愬姛鐜?| 100% | >90% |
| JSON瑙瀽鎴愬姛鐜?| 100% | >95% |
| 鍐茬獊妫€娴嬪噯纭<E599AF>巼 | 88.9% (8/9) | >80% |
---
## 馃彈锔?鎶€鏈<E282AC>疄鐜?
### **鍓嶇<E98D93>鏋舵瀯**
```
frontend-v2/src/modules/dc/
鈹溾攢鈹€ pages/
鈹? 鈹溾攢鈹€ Portal.tsx # 宸ヤ綔鍙伴〉闈?
鈹? 鈹斺攢鈹€ tool-b/
鈹? 鈹溾攢鈹€ index.tsx # Tool B涓诲叆鍙紙鐘舵€佺<E282AC>鐞嗭級
鈹? 鈹溾攢鈹€ Step1Upload.tsx # 鏂囦欢涓婁紶 & 鍋ュ悍妫€鏌?
鈹? 鈹溾攢鈹€ Step2Schema.tsx # 鏅鸿兘妯℃澘閫夋嫨
鈹? 鈹溾攢鈹€ Step3Processing.tsx # 鍙屾ā鍨嬫彁鍙栬繘搴?
鈹? 鈹溾攢鈹€ Step4Verify.tsx # 浜ゅ弶楠岃瘉宸ヤ綔鍙?
鈹? 鈹溾攢鈹€ Step5Result.tsx # 瀹屾垚缁撴灉
鈹? 鈹斺攢鈹€ components/
鈹? 鈹斺攢鈹€ StepIndicator.tsx # 姝ラ<E5A79D>鎸囩ず鍣?
鈹溾攢鈹€ components/
鈹? 鈹溾攢鈹€ ToolCard.tsx # 宸ュ叿鍏ュ彛鍗$墖
鈹? 鈹溾攢鈹€ TaskList.tsx # 鏈€杩戜换鍔″垪琛?
鈹? 鈹斺攢鈹€ AssetLibrary.tsx # 鏁版嵁璧勪骇搴?
鈹溾攢鈹€ api/
鈹? 鈹斺攢鈹€ toolB.ts # API鏈嶅姟灞傦紙7涓<37>帴鍙
鈹溾攢鈹€ hooks/
鈹? 鈹溾攢鈹€ useRecentTasks.ts # 浠诲姟鏁版嵁hooks
鈹? 鈹斺攢鈹€ useAssets.ts # 璧勪骇鏁版嵁hooks
鈹斺攢鈹€ types/
鈹斺攢鈹€ portal.ts # 绫诲瀷瀹氫箟
鎬昏<EFBFBD>: ~1400琛屼唬鐮?
```
### **鍚庣<E98D9A>API**
```
GET /api/v1/dc/tool-b/templates 鉁?鑾峰彇妯℃澘鍒楄〃
POST /api/v1/dc/tool-b/upload 鉁?鏂囦欢涓婁紶
POST /api/v1/dc/tool-b/health-check 鉁?鍋ュ悍妫€鏌?
POST /api/v1/dc/tool-b/tasks 鉁?鍒涘缓鎻愬彇浠诲姟
GET /api/v1/dc/tool-b/tasks/:id/progress 鉁?鏌ヨ<E98F8C>杩涘害
GET /api/v1/dc/tool-b/tasks/:id/items 鉁?鑾峰彇楠岃瘉鏁版嵁
POST /api/v1/dc/tool-b/items/:id/resolve 鉁?瑁佸喅鍐茬獊
GET /api/v1/dc/tool-b/tasks/:id/export 鉁?瀵煎嚭Excel
```
### **鏍稿績鏈嶅姟**
```typescript
// 4涓<34>牳蹇冩湇鍔?
HealthCheckService // 鏁版嵁璐ㄩ噺妫€鏌ワ紙绌哄€肩巼銆乀oken棰勪及锛?
TemplateService // 妯℃澘绠$悊锛?涓<><E6B693>璁?+ Seed锛?
DualModelExtractionService // 鍙屾ā鍨嬪苟鍙戞彁鍙?+ PII鑴辨晱
ConflictDetectionService // 鍐茬獊妫€娴嬶紙瀛楁<E7809B>у<E7BBBE>姣旓級
// 澶嶇敤骞冲彴鑳藉姏
?storage // 鏂囦欢涓婁紶涓嬭浇锛圠ocalFS锛?
?logger // 缁撴瀯鍖栨棩蹇?
?cache // 缁撴灉缂撳瓨锛圡emory锛?
?prisma // 鏁版嵁搴揙RM
?LLMFactory // LLM閫傞厤鍣<E58EA4>紙DeepSeek + Qwen锛?
```
---
## 馃悰 Bug淇<67><E6B787>璁板綍锛?025-12-03锛?
### **API闆嗘垚闃舵<E99783>**
1. 鉁?鏂囦欢涓婁紶鏈<E7B4B6>В鏋怑xcel鍐呭<E98D90>锛堢己灏戝垪鍚嶅拰琛屾暟锛?
2. 鉁?Excel瑙瀽range鍙傛暟閿欒<E996BF>锛坄{ range: 99 }`搴斾负`slice(0,100)`锛?
3. 鉁?API杩斿洖鏍煎紡涓嶄竴鑷达紙`result.data`瀯闂<EFBFBD><EFBFBD>锛?
4. 鉁?createTask瀛楁<E7809B>鍚嶄笉鍖归厤锛坄fileKey` vs `sourceFileKey`锛?
### **React娓叉煋闂<E7858B><E99782>**
5. 鉁?Step2鏃犻檺寰<E6AABA>幆锛坲seEffect渚濊禆鏁扮粍鍖呭惈`updateState`锛?
6. 鉁?Step3鏃犻檺寰<E6AABA>幆锛圓PI澶辫触鍚庢湭娓呴櫎setInterval锛?
7. 鉁?Step3 React Strict Mode閲嶅<E996B2>鎵ц<E98EB5>锛堢己灏慲useRef`鏍囪<E98F8D>锛?
8. 鉁?Step4鏃犻檺寰<E6AABA>幆锛坲seEffect渚濊禆鏁扮粍鍖呭惈`updateState`锛?
### **LLM璋冪敤闂<E695A4><E99782>**
9. 鉁?LLM璋冪敤鏂规硶瀹屽叏閿欒<E996BF>锛?
- `LLMFactory.createLLM()` 鈫?搴斾负`getAdapter()`
- `llm.generateText()` 鈫?搴斾负`adapter.chat()`
- `response.text` 鈫?搴斾负`response.content`
- `response.tokensUsed` 鈫?搴斾负`response.usage?.totalTokens`
### **瀵煎嚭鍔熻兘闂<E58598><E99782>**
10. 鉁?Content-Disposition涓<6E>枃鏂囦欢鍚嶅<E98D9A>鑷?00閿欒<E996BF>锛堥渶URL缂栫爜锛?
11. 鉁?Excel瀵煎嚭瀛楁<E7809B>椤哄簭闅忔満锛堝簲鎸夋ā鏉垮畾涔夐『搴忥級
---
## 鉁?宸查獙璇佸姛鑳?
### **Step 1锛氭枃浠朵笂浼?& 鍋ュ悍妫€鏌?*
- 鉁?Excel鏂囦欢涓婁紶锛堟敮鎸?xlsx/.xls锛?
- 鉁?鑷<>姩瑙瀽鍒楀悕鍜岃<E98D9C>鏁?
- 鉁?鍒楅€夋嫨涓嬫媺妗嗗姩鎬佺敓鎴?
- 鉁?鍋ュ悍妫€鏌ワ紙绌哄€肩巼銆佸钩鍧囬暱搴︺€乀oken棰勪及锛?
- 鉁?鎷︽埅涓嶅悎鏍兼暟鎹<E69A9F>垪锛堢┖鍊肩巼>80%鎴栧钩鍧囬暱搴?10锛?
### **Step 2锛氭櫤鑳芥ā鏉块厤缃?*
- 鉁?3涓<33><E6B693>璁炬ā鏉匡紙鑲虹檶鐥呯悊銆佺硸灏跨梾鍏ラ櫌銆侀珮琛€鍘嬮棬璇婏級
- 鉁?鐤剧梾绫诲瀷鍜屾姤鍛婄被鍨嬭仈鍔?
- 鉁?瀛楁<E7809B>鍒楄〃鍔ㄦ€佸姞杞?
- 鉁?妯℃澘Prompt瀹屾暣涓斾笓涓?
### **Step 3锛氬弻妯″瀷鎻愬彇**
- 鉁?浠诲姟鍒涘缓鎴愬姛
- 鉁?DeepSeek-V3璋冪敤姝
- 鉁?Qwen-Max璋冪敤姝
- 鉁?杩涘害瀹炴椂鏇存柊
- 鉁?鏃ュ織杈撳嚭娓呮櫚
- 鉁?PII鑴辨晱宸ヤ綔
### **Step 4锛氫氦鍙夐獙璇佸伐浣滃彴**
- 鉁?楠岃瘉缃戞牸鍔犺浇鎴愬姛
- 鉁?鏄剧ずDeepSeek鍜孮wen鍙屾ā鍨嬬粨鏋?
- 鉁?鍐茬獊瀛楁<E7809B>楂樹寒鏄剧ず
- 鉁?閲囩撼鎸夐挳鍙<E68CB3>
- 鉁?瀹炴椂鏇存柊鏈<E69F8A>湴鐘舵€?
- 鉁?API淇濆瓨瑁佸喅缁撴灉
### **Step 5锛氬畬鎴愮粨鏋?*
- 鉁?鏄剧ず缁熻<E7BC81>鏁版嵁
- 鉁?Token娑堣€楀睍绀?
- 鉁?Excel瀵煎嚭鍔熻兘
---
## 鈿狅笍 宸茬煡闂<E785A1><E99782>锛堟妧鏈<E5A6A7>€哄姟锛?
璇﹁<EFBFBD>锛歚07-鎶€鏈<E282AC>€哄姟/Tool-B鎶€鏈<E282AC>€哄姟娓呭崟.md`
### **P1 - 楂樹紭鍏堢骇**
1. 鉂?Excel瀵煎嚭涓庡墠绔<E5A2A0>樉绀哄彲鑳戒笉瀹屽叏涓€鑷达紙鍒楅『搴忥級
2. 鉂?Excel棰勫<E6A3B0>鐞嗙己澶憋紙鑴忔暟鎹<E69A9F>€佸悎骞跺崟鍏冩牸銆佸叕寮忕瓑锛?
### **P2 - 涓<>紭鍏堢骇**
3. 鉂?姝ラ<E5A79D>3杩涘害鏉℃樉绀轰笉澶熺粏鑵伙紙鐩存帴璺冲埌100%锛?
4. 鉂?涓嶆敮鎸佺敤鎴疯嚜瀹氫箟妯℃澘
---
## 馃搱 涓嬩竴姝ヨ<E5A79D>鍒?
### **杩戞湡锛堟湰鍛<E6B9B0>級**
1.<><E6B787>Excel瀵煎嚭闂<E59AAD><E99782>锛?1锛?
2. 琛ュ厖闆嗘垚娴嬭瘯鐢ㄤ緥
3. 缂栧啓鐢ㄦ埛浣跨敤鎵嬪唽
### **涓<>湡锛堜笅鍛<E7AC85>級**
1. 瀹炵幇Excel棰勫<E6A3B0>鐞嗘湇鍔★紙#3锛?
2. 浼樺寲姝ラ<E5A79D>3杩涘害鏄剧ず锛?2锛?
### **杩滄湡锛堜笅鏈堬級**
1. 鐢ㄦ埛鑷<E59F9B>畾涔夋ā鏉垮姛鑳斤紙#4锛?
2. Tool A & Tool C 寮€鍙?
---
## 馃幆 鍟嗕笟浠峰€?
### **宸查獙璇佸満鏅?*
- 鉁?鑲虹檶鐥呯悊鎶ュ憡缁撴瀯鍖栵紙9鏉℃祴璇曟暟鎹<E69A9F>
- 鉁?5涓<35>瓧娈垫彁鍙栨垚鍔?
- 鉁?鍙屾ā鍨嬩氦鍙夐獙璇侀檷浣庨敊璇<E6958A>
### **娼滃湪ROI**
| 鎸囨爣 | 浜哄伐澶勭悊 | AI澶勭悊 | 鏁堢巼鎻愬崌 |
|------|---------|--------|---------|
| 鍗曟潯璁板綍鑰楁椂 | ~3鍒嗛挓 | ~5绉?| **36鍊?* |
| 100鏉¤<E98F89>褰?| 5灏忔椂 | 8鍒嗛挓 | **37.5鍊?* |
| 閿欒<E996BF>鐜?| ~5-10% | ~2-3% | **闄嶄綆60%** |
| 浜哄姏鎴愭湰 | 楼200/h | 楼0.01/鏉?| **鑺傜渷99.9%** |
---
## 馃摑 鍥㈤槦鍗忎綔
### **寮€鍙戣繃绋?*
- **闇€姹傛矡閫氾細** 澶氭<E6BEB6>UI鍘熷瀷瀵圭収璋冩暣
- **鎶€鏈<E282AC>€夊瀷锛?* 澶嶇敤骞冲彴鑳藉姏锛圠LMFactory銆丼torage锛?
- **浠g爜瑙勮寖锛?* 閬靛惊浜戝師鐢熷紑鍙戣<E98D99>鑼?
- **Git绠悊锛?* 姣忔棩鎻愪氦锛岄槻姝<E6A7BB>唬鐮佷涪澶?
### **鍏抽敭鍐崇瓥**
1. 鉁?浣跨敤骞冲彴LLMFactory鑰岄潪鐙<E6BDAA>珛灏佽<E7818F>
2. 鉁?React Query绠悊API鐘舵€侊紙寰呬紭鍖栵級
3. 鉁?useRef闃叉<E99783>Strict Mode閲嶅<E996B2>鎵ц<E98EB5>
4. 鉁?鎸夋ā鏉垮瓧娈甸『搴忓<E690B4>鍑篍xcel
---
## 馃敆 鐩稿叧鏂囨。
- [鎶€鏈<EFBFBD>€哄姟娓呭崟](../07-鎶€鏈<E282AC>€哄姟/Tool-B鎶€鏈<E282AC>€哄姟娓呭崟.md)
- [寮€鍙戣<E98D99>鍒抅(../04-寮€鍙戣<E98D99>鍒?DC妯″潡Tool-B寮€鍙戣<E98D99>鍒?md)
- [API璁捐<EFBFBD>鏂囨。](../02-鎶€鏈<E282AC><E98F88>璁?API璁捐<E79281>鏂囨。-DC妯″潡锛堝畬鏁寸増锛?md)
- [鏁版嵁搴撹<E690B4>璁℃枃妗<E69E83>(../02-鎶€鏈<E282AC><E98F88>璁?鏁版嵁搴撹<E690B4>璁℃枃妗?DC妯″潡锛堝畬鏁寸増锛?md)
---
**鏂囨。鍒涘缓鏃堕棿锛?* 2025-12-03
**缁存姢鑰咃細** DC妯″潡寮€鍙戝洟闃?