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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

8.0 KiB
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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<EFBFBD>浼樺寲500琛?

瀹屾垚鍔熻兘

鉁?鍓嶇<EFBFBD>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<EFBFBD>鎺?
  • UI绮捐嚧鍖栵紝鍖归厤鍘熷瀷璁捐<EFBFBD>

鉁?鍚庣<EFBFBD>API楠岃瘉锛?

  • 6涓狝PI绔<EFBFBD>偣鍏ㄩ儴鍙<EFBFBD>敤
  • LLM璋冪敤姝ｅ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<EFBFBD>敤

鉁?鐪熷疄鏁版嵁娴嬭瘯锛?

  • 涓婁紶9鏉＄梾鐞嗘暟鎹<EFBFBD>祴璇曟垚鍔?
  • 鎻愬彇5涓<EFBFBD>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¤<EFBFBD>褰曟€昏€楁椂 ~49绉? 鍖呭惈PII鑴辨晱銆丣SON瑙ｆ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<EFBFBD>爣
API鎴愬姛鐜? 100% >95%
LLM鍝嶅簲鎴愬姛鐜? 100% >90%
JSON瑙ｆ瀽鎴愬姛鐜? 100% >95%
鍐茬獊妫€娴嬪噯纭<EFBFBD>巼 88.9% (8/9) >80%

馃彈锔?鎶€鏈<E282AC>疄鐜?

鍓嶇<EFBFBD>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ｏ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ｏ級
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<E98EAC>: ~1400琛屼唬鐮?

鍚庣<EFBFBD>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

// 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>绾у<E7BBBE>姣旓級

// 澶嶇敤骞冲彴鑳藉姏
鉁?storage      // 鏂囦欢涓婁紶涓嬭浇锛圠ocalFS锛?
鉁?logger       // 缁撴瀯鍖栨棩蹇?
鉁?cache        // 缁撴灉缂撳瓨锛圡emory锛?
鉁?prisma       // 鏁版嵁搴揙RM
鉁?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<EFBFBD>

  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ｆ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瑙ｆ瀯闂<EFBFBD><EFBFBD>锛?
  4. 鉁?createTask瀛楁<E7809B>鍚嶄笉鍖归厤锛坄fileKeyvssourceFileKey`锛?

React娓叉煋闂<EFBFBD><EFBFBD>

  1. 鉁?Step2鏃犻檺寰<E6AABA>幆锛坲seEffect渚濊禆鏁扮粍鍖呭惈updateState锛?
  2. 鉁?Step3鏃犻檺寰<E6AABA>幆锛圓PI澶辫触鍚庢湭娓呴櫎setInterval锛?
  3. 鉁?Step3 React Strict Mode閲嶅<E996B2>鎵ц<E98EB5>锛堢己灏慲useRef`鏍囪<E98F8D>锛?
  4. 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<EFBFBD><EFBFBD>

  1. 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<EFBFBD><EFBFBD>

  1. 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?
  2. 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ｆ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ｅ父
  • 鉁?Qwen-Max璋冪敤姝ｅ父
  • 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>敤
  • 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

  1. 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?
  2. 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<EFBFBD>級

  1. 淇<EFBFBD><EFBFBD>Excel瀵煎嚭闂<EFBFBD><EFBFBD>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<EFBFBD>湡锛堜笅鍛<EFBFBD>級

  1. 瀹炵幇Excel棰勫<EFBFBD>鐞嗘湇鍔★紙#3锛?
  2. 浼樺寲姝ラ<EFBFBD>3杩涘害鏄剧ず锛?2锛?

杩滄湡锛堜笅鏈堬級

  1. 鐢ㄦ埛鑷<EFBFBD>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>級
  • 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>巼

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¤<EFBFBD>褰? 5灏忔椂 8鍒嗛挓 *37.5鍊?
閿欒<EFBFBD>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<EFBFBD>€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
  • [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。
  • [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?

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