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AIclinicalresearch/docs/03-业务模块/DC-数据清洗整理/00-模块当前状态与开发指南.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

28 KiB
Raw Blame History

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  • <EFBFBD>?2025-12-06嚗?Day 2摰峕<E691B0>* - Session蝞∠<E89D9E>

  • <EFBFBD>?2025-12-07嚗?Day 3摰峕<E691B0>* - AI隞<49><E99A9E><EFBFBD><EFBFBD><EFBFBD>

  • <EFBFBD>?2025-12-07嚗?Day 4摰峕<E691B0>* - <20>滨垢<E6BBA8>箇<EFBFBD>獢<EFBFBD>沲

  • <EFBFBD>?2025-12-07嚗?Day 5摰峕<E691B0>* - AI Chat<61>Ｘ踎 + Ant Design X <20><><EFBFBD> <20><>

  • <EFBFBD>?2025-12-07嚗?UI隡睃<EFBFBD>摰峕<EFBFBD>* - 7銝芷䔮憸䀝耨憭?- <20>?2025-12-07嚗?MVP 摰峕<E691B0>* - 蝡臬<E89DA1>蝡臬虾<E887AC>?<3F>?- <20>?2025-12-08嚗?Day 6摰峕<E691B0>* - 7銝芸<E98A9D><E88AB8>賣<EFBFBD><E8B3A3>桀<EFBFBD><E6A180>?<3F><>

  • <EFBFBD>?2025-12-09嚗?Day 7摰峕<E691B0>* - 霈∠<E99C88><E288A0>埈䲮獢㇂ + UX隡睃<E99AA1>

  • <EFBFBD>?2025-12-10嚗?Day 8摰峕<E691B0>* - UX<55>滚之<E6BB9A>寡<EFBFBD> <20><>

    • Python敺格<EFBFBD><EFBFBD>⊥<EFBFBD>撅𤏪<EFBFBD>~1800銵䕘<E98AB5><E49598>俏A憭<41><E686AD> + <20>券<EFBFBD><E588B8>唳旿憭<E697BF><E686AD>嚗? - Node.js<6A>𡒊垢隡睃<E99AA1>嚗<EFBFBD><E59A97><EFBFBD>讛<EFBFBD><E8AE9B>痹<EFBFBD>5憭<35>誨<EFBFBD><E8AAA8>耨<EFBFBD>對<EFBFBD>
    • <EFBFBD>滨垢<EFBFBD>屸𢒰摰<EFBFBD><EFBFBD>嚗<EFBFBD><EFBFBD><EFBFBD>?銵<>噡/皛𡁜𢆡<F0A1819C>?<3F>券<EFBFBD><E588B8>㰘蝸嚗? - 7銝芸<E98A9D><E88AB8>賣<EFBFBD><E8B3A3>殷<EFBFBD>蝑偦<E89D91>剹<EFBFBD><E589B9><EFBFBD>撠<EFBFBD><E692A0><EFBFBD><EFBFBD>蝞晞<E89D9E><E6999E>辺隞嗚<E99A9E><E5979A><EFBFBD>NA<4E><41>恣蝞𨰜<E89D9E><F0A8B09C>ivot嚗? - 4銝芸<E98A9D><E88AB8>賣𣈲<E8B3A3><F0A388B2>A憭<41><E686AD>嚗<EFBFBD><E59A97>撠<EFBFBD><E692A0><EFBFBD><EFBFBD><EFBFBD>剹<EFBFBD><E589B9><EFBFBD>蝞晞<E89D9E><E6999E>辺隞塚<E99A9E>
    • Pivot隡睃<EFBFBD>嚗<EFBFBD><EFBFBD><EFBFBD>蹱𧊋<EFBFBD>匧<EFBFBD>+<2B>笔<EFBFBD><E7AC94>烾◇摨𧶏<E691A8>
    • 霈∠<EFBFBD><EFBFBD>埈䲮獢㇂嚗<EFBFBD><EFBFBD><EFBFBD>典<EFBFBD><EFBFBD>齿<EFBFBD>撠?+ <20>刻<EFBFBD>摮㛖泵頧祆揢嚗? - **UX<55>滚之<E6BB9A>寡<EFBFBD>**嚗? - <20>?<3F>堒仍蝑偦<E89D91>㚁<EFBFBD>Excel憌擧聢嚗龦ommunity<74><79>𧋦嚗䔶葉<E494B6><E89189>𧋦<EFBFBD>啣<EFBFBD>嚗? - <20>?銵<>噡<EFBFBD>梹<EFBFBD><E6A2B9>箏<EFBFBD>撌虫儒嚗𣬚<E59A97><F0A3AC9A>脰<EFBFBD><E884B0>荔<EFBFBD>
      • <EFBFBD>?皛𡁜𢆡<F0A1819C>∩耨憭㵪<E686AD>靽格㺿MainLayout嚗峕㟲銝芷△<E88AB7>Ｘ<EFBFBD>皛𡁜𢆡<F0A1819C>∴<EFBFBD>
      • <EFBFBD>?<3F>券<EFBFBD><E588B8>唳旿嚗<E697BF><E59A97><EFBFBD>漤<EFBFBD><E6BCA4>?0銵䕘<E98AB5>蝑偦<E89D91>厩移蝖殷<E89D96>
      • <EFBFBD>?<3F>𣳇膄憸<E88684><E686B8><EFBFBD>鞟內<E99E9F>? - 瘚贝<E7989A><E8B49D>朞<EFBFBD><E69C9E><EFBFBD><EFBFBD>90%+
    • Tool C 摰峕<E691B0>摨佗<E691A8>98% <20>?

  • <EFBFBD>?2025-12-06嚗?Day 2摰峕<E691B0>* - Session蝞∠<E89D9E> <20>? - SessionService.ts嚗?83銵䕘<E98AB5>+ DataProcessService.ts嚗?03銵䕘<E98AB5>

    • SessionController.ts嚗?00銵䕘<E98AB5>
    • <EFBFBD>唳旿摨栞”嚗飱c_tool_c_sessions嚗?2摮埈挾嚗? - 6銝杵ession API蝡舐<E89DA1>
    • OSS摮睃<EFBFBD><EFBFBD><EFBFBD><EFBFBD>嚗<EFBFBD>妟<EFBFBD>賜<EFBFBD>嚗? - 瘚贝<E7989A><E8B49D>朞<EFBFBD><E69C9E><EFBFBD><EFBFBD>100% (7/7)

  • <EFBFBD>?2025-12-07嚗?Day 3摰峕<E691B0>* - AI隞<49><E99A9E><EFBFBD><EFBFBD><EFBFBD> <20>? - AICodeService.ts嚗?50銵䕘<E98AB5>+ AIController.ts嚗?57銵䕘<E98AB5>

    • <EFBFBD>唳旿摨栞”嚗飱c_tool_c_ai_history嚗?4摮埈挾嚗? - 10銝東ew-shot蝷箔<E89DB7>嚗𡿨evel 1-4嚗? - <20>芣<EFBFBD>靽格迤<E6A0BC>箏<EFBFBD>嚗<EFBFBD><E59A97>憭?甈⊿<E79488>霂𤏪<E99C82>
    • 4銝服I API蝡舐<E89DA1>
    • 瘚贝<EFBFBD><EFBFBD>朞<EFBFBD><EFBFBD><EFBFBD><EFBFBD>81.8% (9/11<31>箸艶)

  • <EFBFBD>?2025-12-07嚗?Day 4摰峕<E691B0>* - <20>滨垢<E6BBA8>箇<EFBFBD>獢<EFBFBD>沲 <20>? - index.tsx嚗?58銵䕘<E98AB5>- 銝餃<E98A9D><E9A483>?<3F>嗆<EFBFBD><E59786>恣<EFBFBD>? - Header.tsx嚗?1銵䕘<E98AB5>+ Toolbar.tsx嚗?04銵䕘<E98AB5>

    • DataGrid.tsx嚗?11銵䕘<E98AB5>- AG Grid Community<74><79><EFBFBD>
    • Sidebar.tsx嚗?49銵䕘<E98AB5>- 撉冽沲<E586BD>? - API撠<49><E692A0>toolC.ts嚗?18銵䕘<E98AB5>8銝芣䲮瘜𤏪<E7989C>
    • AG Grid<69>芸<EFBFBD>銋㗇甅撘𧶏<E69298>Emerald蝏輯𠧧銝駁<E98A9D>嚗? - 頝舐眏<E88890>滨蔭 + Portal<61>舐鍂
    • <EFBFBD>颱誨<EFBFBD><EFBFBD><EFBFBD>~1106銵? - <20>蠘<EFBFBD>撉諹<E69289>100%<25>朞<EFBFBD>

<EFBFBD><EFBFBD>儭?<3F><><EFBFBD>舀沲<E88880>?

<EFBFBD><EFBFBD><EFBFBD>舀<EFBFBD>

<EFBFBD>滨垢

獢<EFBFBD>沲: React 19 + TypeScript 5
頝舐眏: React Router DOM v6
<0A>嗆<EFBFBD><E59786>恣<EFBFBD>? @tanstack/react-query (React Query v5)
UI蝏<49>辣: Ant Design v5
<0A>瑕<EFBFBD>: TailwindCSS v3
<0A><>遣撌亙<E6928C>: Vite v5

<0A>𩤃<EFBFBD> <20>嗆<EFBFBD><E59786><EFBFBD>隞<EFBFBD><E99A9E>Placeholder嚗峕<E59A97><E5B395>笔<EFBFBD>隞<EFBFBD><E99A9E>

<EFBFBD>𡒊垢

獢<EFBFBD>沲: Fastify v4 (Node.js 22)
<0A>唳旿摨? PostgreSQL 16 + Prisma 6
LLM SDK: <20>芰<EFBFBD> LLMFactory (蝏煺<E89D8F><E785BA><EFBFBD><EFBFBD>撅?
璅∪<E79285>: DeepSeek-V3, Qwen-Max
<0A>亙<EFBFBD>: Winston
Excel憭<6C><E686AD>: xlsx 摨橒<E691A8><E6A992><EFBFBD><EFBFBD>璅∪<E79285>嚗?撟嗅<E6929F><E59785>批<EFBFBD>: p-limit嚗<74><E59A97><EFBFBD>貳LM撟嗅<E6929F><E59785>堆<EFBFBD>

<0A>?<3F>嗆<EFBFBD><E59786><EFBFBD>隞<EFBFBD><E99A9E>撌脤<E6928C>撱綽<E692B1>100%<25>蠘<EFBFBD><E8A098>Ｗ<EFBFBD>

<EFBFBD>箇<EFBFBD>霈暹鴌嚗<EFBFBD><EFBFBD><EFBFBD>毺<EFBFBD> + <20><> Postgres-Only <20>嗆<EFBFBD>嚗?```

<EFBFBD>唳旿摨? PostgreSQL 16 with Schema isolation Schema: dc_schema (<28>祉<EFBFBD><E7A589>𠉛氖) 摮睃<E691AE>: storage<67>滚𦛚嚗㇉SS <20>?LocalFS嚗? <0A><> Postgres-Only <20>嗆<EFBFBD>嚗?025-12-13 <20>寥<EFBFBD>惩<EFBFBD><E683A9>琜<EFBFBD>: <0A>鎿<EFBFBD><E98EBF><EFBFBD> 蝏煺<E89D8F>蝻枏<E89DBB>: platform_schema.app_cache (PostgresCacheAdapter) <0A>鎿<EFBFBD><E98EBF><EFBFBD> 蝏煺<E89D8F><E785BA>笔<EFBFBD>: platform_schema.job (PgBossQueue, pg-boss) <0A>鎿<EFBFBD><E98EBF><EFBFBD> 隞餃𦛚蝞∠<E89D9E>: job.data 蝏煺<E89D8F>摮睃<E691AE>嚗<EFBFBD><E59A97><EFBFBD>其<EFBFBD><E585B6>∟”銝哨<E98A9D> <0A>婙<EFBFBD><E5A999><EFBFBD> <20>剔<EFBFBD>蝏凋<E89D8F>: CheckpointService (<28>滢<EFBFBD> job.data嚗屸<E59A97>𡁶鍂)

<EFBFBD>亙<EFBFBD>: logger<65>滚𦛚嚗Áinston蝏𤘪<E89D8F><F0A498AA>吔<EFBFBD>

<EFBFBD>?<3F>嗆<EFBFBD><E59786><EFBFBD>100%憭滨鍂撟喳蝱<E596B3>箇<EFBFBD>霈暹鴌 <0A>?<3F>嗆<EFBFBD>嚗䥪latform-Only 璅∪<E79285>嚗䔶<E59A97> ASL 蝏煺<E89D8F>


#### <20><> Postgres-Only <20>嗆<EFBFBD>鈭桃<E988AD>嚗㇍ool B嚗?
**<2A>箄<EFBFBD><E7AE84>峕芋撘誩<E69298><E8AAA9><EFBFBD><EFBFBD>**
```typescript
const QUEUE_THRESHOLD = 50;

if (records.length >= 50) {
  // <20>笔<EFBFBD>璅∪<E79285>嚗𡁜虾<F0A1819C>䭾<EFBFBD>找<EFBFBD><E689BE>?  - 隞餃𦛚<E9A483><F0A69B9A><EFBFBD>嚗?0<>?<3F>對<EFBFBD>
  - <20>剔<EFBFBD>蝏凋<E89D8F>嚗<EFBFBD><E59A97>10<31>∩<EFBFBD>摮矋<E691AE>
  - <20>舀<EFBFBD><E88880>踵𧒄<E8B8B5>湔<EFBFBD><E6B994>吔<EFBFBD>2-24撠𤩺𧒄嚗?  - 摰硺<E691B0><E7A1BA>滚鍳<E6BB9A>舀<EFBFBD>憭?} else {
  // <20>湔𦻖璅∪<E79285>嚗𡁏<E59A97>扯<EFBFBD>隡睃<E99AA1>
  - 敹恍<E695B9>笔<EFBFBD>摨䈑<E691A8><1<><31><EFBFBD>嚗?  - <20>𣳇<EFBFBD><F0A3B387>堒辣餈?}

*<EFBFBD>詨<EFBFBD>蝏<EFBFBD>辣嚗?

  • ExtractionController.ts嚗𡁏惣<EFBFBD>賡<EFBFBD><EFBFBD>澆ế<EFBFBD>哨<EFBFBD><EFBFBD>券<EFBFBD><EFBFBD>鸌甈∩遙<EFBFBD>?- extractionWorker.ts嚗𡁏鸌甈∪<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>剔<EFBFBD>蝏凋<EFBFBD>
  • CheckpointService嚗𡁏<EFBFBD>雿?job.data嚗<61><E59A97> ASL <20>梁鍂嚗? <EFBFBD><EFBFBD><EFBFBD>臭<EFBFBD><EFBFBD>選<EFBFBD>
  • <EFBFBD>?<3F>園<EFBFBD>憭𡝗<E686AD><F0A19D97>穿<EFBFBD><E7A9BF>𣳇<EFBFBD> Redis嚗?- <20>?蝏煺<E89D8F><E785BA>嗆<EFBFBD>嚗<EFBFBD><E59A97> ASL 銝<><E98A9D>湛<EFBFBD>
  • <EFBFBD>?擃睃虾<E79D83>䭾<EFBFBD>改<EFBFBD><E694B9>芸𢆡<E88AB8>滩<EFBFBD><E6BBA9><EFBFBD>鱏<EFBFBD>寧賒隡𩤃<E99AA1>
  • <EFBFBD>?<3F>𤘪<EFBFBD>撅𤏪<E69285><F0A48FAA>芣䔉璅∪<E79285><E288AA>湔𦻖憭滨鍂嚗?

<EFBFBD><EFBFBD> <20>笔<EFBFBD>隞<EFBFBD><E99A9E>蝏𤘪<E89D8F>

<EFBFBD>滨垢隞<EFBFBD><EFBFBD>蝏𤘪<EFBFBD>

frontend-v2/src/modules/dc/
<0A>鎿<EFBFBD><E98EBF><EFBFBD> index.tsx                      # <20>?隞<>laceholder嚗峕<E59A97><E5B395>笔<EFBFBD><E7AC94>蠘<EFBFBD>
<0A>鎿<EFBFBD><E98EBF><EFBFBD> components/                    # <20><> 蝛箸<E89D9B>隞嗅允
<0A>鎿<EFBFBD><E98EBF><EFBFBD> pages/                         # <20><> 蝛箸<E89D9B>隞嗅允蝏𤘪<E89D8F>
<0A>?  <20>鎿<EFBFBD><E98EBF><EFBFBD> tool-a/                    # <20><> 蝛?<3F>?  <20>鎿<EFBFBD><E98EBF><EFBFBD> tool-b/                    # <20><> 蝛綽<E89D9B>摨𥪜<E691A8><F0A5AA9C>訓4<E8A893>笔<EFBFBD>嚗?<3F>?  <20>婙<EFBFBD><E5A999><EFBFBD> tool-c/                    # <20><> 蝛?<3F>婙<EFBFBD><E5A999><EFBFBD> types/                         # <20><> 蝛箸<E89D9B>隞嗅允

<0A>𩤃<EFBFBD> <20>笔<EFBFBD><E7AC94>嗆<EFBFBD><E59786><EFBFBD><EFBFBD>滨垢摰<E59EA2><E691B0><EFBFBD>芸<EFBFBD><E88AB8>𡢅<EFBFBD><F0A1A285>芣<EFBFBD><E88AA3>牐<EFBFBD>蝚?```

**<2A>滨垢敺<E59EA2><E695BA><EFBFBD>啣<EFBFBD><E595A3>?*嚗<>抅鈭竚4<E7AB9A>笔<EFBFBD>霈曇恣嚗㚁<E59A97>
1. **Step 1**嚗𡁏<E59A97>隞嗡<E99A9E>隡牐<E99AA1><E78990>烾<EFBFBD>㗇𥋘
2. **Step 2**嚗锭chema<6D>惩<EFBFBD>嚗<EFBFBD>𪆴<EFBFBD><F0AA86B4>掩<EFBFBD>卝<EFBFBD><E58D9D>𥁒<EFBFBD>羓掩<E7BE93>卝<EFBFBD><E58D9D>𤌍<EFBFBD><F0A48C8D><EFBFBD>畾蛛<E795BE>
3. **Step 3**嚗𡁜<E59A97><F0A1819C><EFBFBD><EFBFBD>摨衣<E691A8><E8A1A3>改<EFBFBD>摰墧𧒄餈𥕦漲<F0A595A6><E6BCB2>僎<EFBFBD>睲遙<E79DB2>⊥遬蝷綽<E89DB7>
4. **Step 4**嚗𡁜<E59A97>蝒<EFBFBD><E89D92>霂<EFBFBD>極雿𨅯蝱嚗<E89DB1><E59A97>璅∪<E79285>撖寞<E69296><E5AF9E><EFBFBD><EFBFBD>銝𧢲<E98A9D><F0A7A2B2>曄內嚗?5. **Step 5**嚗𡁶<E59A97><F0A181B6>𨅯紡<F0A885AF>綽<EFBFBD>Excel銝贝蝸嚗?
### <20>𡒊垢隞<E59EA2><E99A9E>蝏𤘪<E89D8F>

backend/src/modules/dc/ <0A>鎿<EFBFBD><E98EBF><EFBFBD> index.ts # <20>?璅∪<E79285><E288AA>亙藁嚗?17銵䕘<E98AB5> <0A>? <20>鎿<EFBFBD><E98EBF><EFBFBD> registerDCRoutes() # 頝舐眏瘜典<E7989C><E585B8>賣㺭 <0A>? <20>婙<EFBFBD><E5A999><EFBFBD> initDCModule() # <20>嘥<EFBFBD><E598A5>硋遆<E7A18B>堆<EFBFBD><E5A086>急㺭<E680A5>桀<EFBFBD>璉<EFBFBD><E79289>伐<EFBFBD> <0A>鎿<EFBFBD><E98EBF><EFBFBD> tool-b/ # <20>?撌亙<E6928C>B嚗𡁶<E59A97><F0A181B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>箏膥鈭?<3F>? <20>鎿<EFBFBD><E98EBF><EFBFBD> services/ # <20>?<3F>滚𦛚撅<F0A69B9A><E69285>4銝芣瓲敹<E793B2><E695B9><EFBFBD>∴<EFBFBD> <0A>? <20>? <20>鎿<EFBFBD><E98EBF><EFBFBD> HealthCheckService.ts # <20>?190銵?- Excel<65>亙熒璉<E78692><E79289>?<3F>? <20>? <20>鎿<EFBFBD><E98EBF><EFBFBD> TemplateService.ts # <20>?243銵?- 憸<>挽璅⊥踎蝞∠<E89D9E> <0A>? <20>? <20>鎿<EFBFBD><E98EBF><EFBFBD> DualModelExtractionService.ts # <20>?390銵?- <20>峕芋<E5B395>𧢲<EFBFBD><F0A7A2B2>?<3F>? <20>? <20>婙<EFBFBD><E5A999><EFBFBD> ConflictDetectionService.ts # <20>?215銵?- <20>脩<EFBFBD>璉<EFBFBD>瘚讠<E7989A>瘜?<3F>? <20>鎿<EFBFBD><E98EBF><EFBFBD> controllers/ # <20>?<3F>批<EFBFBD><E689B9>典<EFBFBD> <0A>? <20>? <20>婙<EFBFBD><E5A999><EFBFBD> ExtractionController.ts # <20>?388銵?- 6銝服PI蝡舐<E89DA1> <0A>? <20>鎿<EFBFBD><E98EBF><EFBFBD> routes/ # <20>?頝舐眏撅?<3F>? <20>? <20>婙<EFBFBD><E5A999><EFBFBD> index.ts # <20>?115銵?- 頝舐眏<E88890>滨蔭 <0A>? <20>鎿<EFBFBD><E98EBF><EFBFBD> utils/ # <20><> 蝛綽<E89D9B>憸<EFBFBD><E686B8>嚗?<3F>? <20>婙<EFBFBD><E5A999><EFBFBD> workers/ # <20><> 蝛綽<E89D9B>憸<EFBFBD><E686B8>撘<EFBFBD>郊隞餃𦛚嚗?<3F>鎿<EFBFBD><E98EBF><EFBFBD> tool-a/ # <20><> 蝛綽<E89D9B><E7B6BD>芸<EFBFBD><E88AB8>𡢅<EFBFBD> <0A>鎿<EFBFBD><E98EBF><EFBFBD> tool-c/ # <20><> 蝛綽<E89D9B><E7B6BD>芸<EFBFBD><E88AB8>𡢅<EFBFBD> <0A>鎿<EFBFBD><E98EBF><EFBFBD> portal/ # <20><> 蝛綽<E89D9B><E7B6BD>芸<EFBFBD><E88AB8>𡢅<EFBFBD> <0A>婙<EFBFBD><E5A999><EFBFBD> shared/ # <20><> 蝛綽<E89D9B>憸<EFBFBD><E686B8><EFBFBD>曹澈隞<E6BE88><E99A9E>嚗? <0A>?<3F>笔<EFBFBD><E7AC94>嗆<EFBFBD><E59786><EFBFBD>Tool B<>𡒊垢隞<E59EA2><E99A9E>摰峕㟲嚗<E39FB2><E59A97>霈?1,658 銵?```

<EFBFBD>𡒊垢隞<EFBFBD><EFBFBD>蝏蠘恣嚗<EFBFBD><EFBFBD>撱箏<EFBFBD><EFBFBD>琜<EFBFBD>嚗?- <EFBFBD>餅<EFBFBD>隞嗆㺭嚗?銝枚ypeScript<70><74>辣

  • **<2A>颱誨<E9A2B1><E8AAA8><EFBFBD>**嚗𡁶漲1,658銵䕘<E98AB5>銝滚鉄瘜券<E7989C><E588B8>𣬚征銵䕘<E98AB5>
  • **<2A>滚𦛚撅?*嚗?銝芣<E98A9D><E88AA3>∴<EFBFBD>1,038銵?- **<2A>批<EFBFBD><E689B9>典<EFBFBD>**嚗?銝芣綉<E88AA3>嗅膥嚗?88銵?- **頝舐眏撅?*嚗?銝芾楝<E88ABE>望<EFBFBD>隞塚<E99A9E>115銵?- 璅∪<EFBFBD><EFBFBD>亙藁嚗?銝波ndex.ts嚗?17銵?

<EFBFBD><EFBFBD>儭?<3F>唳旿摨栞挽霈?

Schema<EFBFBD>𠉛氖

-- DC璅∪<E79285><E288AA>祉<EFBFBD>Schema
dc_schema (<EFBFBD>祉<EFBFBD><EFBFBD>𠉛氖嚗<EFBFBD><EFBFBD><EFBFBD>?銝芾”)

<EFBFBD>唳旿銵刻挽霈?

1. dc_health_checks嚗<73><E59A97>摨瑟<E691A8><E7919F>亥扇敶𤏪<E695B6>

model DcHealthCheck {
  id              String    @id @default(uuid())
  userId          String
  fileName        String
  columnName      String
  emptyRate       Float     // 蝛箏<E89D9B>潛<EFBFBD>
  avgLength       Float     // 撟喳<E6929F><E596B3>踹漲
  totalRows       Int       // <20>餉<EFBFBD><E9A489>?  estimatedTokens Int       // 隡啁<E99AA1>Token瘨<6E><E798A8>?  status          String    // pass | warning | rejected
  message         String    // <20>行⏛<E8A18C>笔<EFBFBD>
  createdAt       DateTime  @default(now())
  
  @@schema("dc_schema")
  @@map("dc_health_checks")
}

2. dc_templates嚗<73><E59A97>霈暹芋<E69AB9>選<EFBFBD>

model DcTemplate {
  id             String   @id @default(uuid())
  diseaseType    String   // <20>曄<EFBFBD>蝐餃<E89D90>嚗ēung_cancer, diabetes, hypertension嚗?  reportType     String   // <20>亙<EFBFBD>蝐餃<E89D90>嚗īathology, admission, outpatient嚗?  displayName    String   // <20>曄內<E69B84>滨妍
  fields         Json     // <20>格<EFBFBD>摮埈挾摰帋<E691B0>
  promptTemplate String   // Prompt璅⊥踎
  createdAt      DateTime @default(now())
  updatedAt      DateTime @updatedAt
  
  @@unique([diseaseType, reportType])
  @@schema("dc_schema")
  @@map("dc_templates")
}

3. dc_extraction_tasks嚗<73><E59A97><EFBFBD>碶遙<E7A2B6>∴<EFBFBD>

model DcExtractionTask {
  id             String    @id @default(uuid())
  userId         String
  projectName    String
  sourceFileKey  String    // OSS摮睃<E691AE>頝臬<E9A09D>
  textColumn     String    // 敺<><E695BA><EFBFBD>硋<EFBFBD><E7A18B>?  diseaseType    String
  reportType     String
  targetFields   Json      // <20>格<EFBFBD>摮埈挾
  modelA         String    @default("deepseek-v3")
  modelB         String    @default("qwen3-72b")
  status         String    @default("pending")
  totalCount     Int       @default(0)
  processedCount Int       @default(0)
  cleanCount     Int       @default(0)  // <20>惩<EFBFBD>蝒?  conflictCount  Int       @default(0)  // <20>匧<EFBFBD>蝒?  failedCount    Int       @default(0)
  totalTokens    Int       @default(0)
  totalCost      Float     @default(0)
  error          String?
  createdAt      DateTime  @default(now())
  startedAt      DateTime?
  completedAt    DateTime?
  
  items DcExtractionItem[]
  
  @@schema("dc_schema")
  @@map("dc_extraction_tasks")
}

4. dc_extraction_items嚗<73><E59A97><EFBFBD>𡝗<EFBFBD>蝏<EFBFBD><E89D8F>

model DcExtractionItem {
  id             String    @id @default(uuid())
  taskId         String
  rowIndex       Int       // Excel銵<6C>噡
  originalText   String    @db.Text
  resultA        Json?     // DeepSeek蝏𤘪<E89D8F>
  resultB        Json?     // Qwen蝏𤘪<E89D8F>
  status         String    @default("pending")
  conflictFields String[]  @default([])  // <20>脩<EFBFBD>摮埈挾<E59F88>𡑒”
  finalResult    Json?     // <20><>蝏<EFBFBD><E89D8F><EFBFBD>?  tokensA        Int       @default(0)
  tokensB        Int       @default(0)
  error          String?
  createdAt      DateTime  @default(now())
  resolvedAt     DateTime?
  
  task DcExtractionTask @relation(fields: [taskId], references: [id], onDelete: Cascade)
  
  @@schema("dc_schema")
  @@map("dc_extraction_items")
}

<EFBFBD>唳旿摨梶𠶖<EFBFBD>?

<EFBFBD>?*撌脤<EFBFBD>霂<EFBFBD><EFBFBD><EFBFBD>琜<EFBFBD>2025-12-02嚗?

**撉諹<E69289>蝏𤘪<E89D8F>**嚗?- <20>?dc_schema: 撌脣<E6928C><E884A3>?- <20>?dc_health_checks: 撌脣<E6928C>撱綽<E692B1>2<EFBFBD>∟扇敶𤏪<E695B6>

  • <EFBFBD>?dc_templates: 撌脣<E6928C>撱綽<E692B1>**3<>⊿<EFBFBD>霈暹芋<E69AB9>?*嚗?- <20>?dc_extraction_tasks: 撌脣<E6928C>撱綽<E692B1>1<EFBFBD>∟扇敶𤏪<E695B6>
  • <EFBFBD>?dc_extraction_items: 撌脣<E6928C>撱綽<E692B1>4<EFBFBD>∟扇敶𤏪<E695B6>

**憸<>挽璅⊥踎<E28AA5>𡑒”**嚗?1. <20>箇<EFBFBD><E7AE87><EFBFBD><EFBFBD><EFBFBD>亙<EFBFBD> (lung_cancer/pathology) 2. 蝟硋倏<E7A18B><E5808F><EFBFBD><EFBFBD>Ｚ扇敶?(diabetes/admission) 3. 擃䁅<E69383><E48185>钅秄霂羓<E99C82><E7BE93>?(hypertension/outpatient)

撉諹<EFBFBD><EFBFBD>𡁏𧋦嚗?```bash

璉<EFBFBD><EFBFBD>交㺭<EFBFBD>桀<EFBFBD>銵函𠶖<EFBFBD>?cd backend

node scripts/check-dc-tables.mjs


**蝏栞捏**嚗尠<E59A97> <20>唳旿摨枏<E691A8><E69E8F>典<EFBFBD>憭<EFBFBD>停蝏迎<E89D8F><E8BF8E>𡒊垢API摨磰砲<E7A3B0>臭誑<E887AD>湔𦻖雿輻鍂嚗?
---

## <20><> API<50>亙藁

### 頝舐眏<E88890>滨<EFBFBD>

/api/v1/dc/tool-b


### 撌脣<E6928C><E884A3>蚊PI嚗?銝芰垢<E88AB0>對<EFBFBD>

#### 1. <20>亙熒璉<E78692><E79289>?```typescript
POST /health-check
Content-Type: multipart/form-data

Body:
- file: Excel<65><6C>辣
- columnName: 敺<><E695BA><EFBFBD>亙<EFBFBD><E4BA99>?
Response: {
  status: 'pass' | 'warning' | 'rejected',
  emptyRate: number,
  avgLength: number,
  totalRows: number,
  estimatedTokens: number,
  message: string
}

2. <20>瑕<EFBFBD><E79195><EFBFBD><EFBFBD>㗇芋<E39787>?```typescript

GET /templates

Response: { templates: Array<{ id: string, diseaseType: string, reportType: string, displayName: string, fields: object }> }


#### 3. <20>𥕦遣<F0A595A6>𣂼<EFBFBD>隞餃𦛚
```typescript
POST /tasks
Content-Type: multipart/form-data

Body:
- file: Excel<65><6C>辣
- projectName: 憿寧𤌍<E5AFA7>滨妍
- textColumn: <20><>𧋦<EFBFBD>堒<EFBFBD>
- diseaseType: <20>曄<EFBFBD>蝐餃<E89D90>
- reportType: <20>亙<EFBFBD>蝐餃<E89D90>
- targetFields: JSON摮㛖泵銝?
Response: {
  taskId: string,
  status: 'pending',
  message: '隞餃𦛚<E9A483>𥕦遣<F0A595A6>𣂼<EFBFBD>'
}

4. <20>亥砭隞餃𦛚餈𥕦漲

GET /tasks/:taskId/progress

Response: {
  taskId: string,
  status: 'pending' | 'processing' | 'completed' | 'failed',
  totalCount: number,
  processedCount: number,
  cleanCount: number,
  conflictCount: number,
  failedCount: number,
  totalTokens: number,
  totalCost: number,
  progress: number,  // <20>曉<EFBFBD>瘥?  error?: string
}

5. <20>瑕<EFBFBD>隞餃𦛚<E9A483>𡒊<EFBFBD>

GET /tasks/:taskId/items?status=conflict

Query:
- status: 'conflict' | 'clean' | 'failed' | 'all'
- page: number (default: 1)
- pageSize: number (default: 20)

Response: {
  items: Array<{
    id: string,
    rowIndex: number,
    originalText: string,
    resultA: object,
    resultB: object,
    conflictFields: string[],
    finalResult?: object,
    status: string
  }>,
  pagination: {
    total: number,
    page: number,
    pageSize: number,
    totalPages: number
  }
}

6. 閫<><E996AB><EFBFBD>脩<EFBFBD>

POST /items/:itemId/resolve

Body: {
  resolvedData: object  // <20>冽<EFBFBD>蝖株恕<E6A0AA><E68195><EFBFBD>蝏<EFBFBD><E89D8F><EFBFBD>?}

Response: {
  success: true,
  itemId: string,
  finalResult: object
}

<EFBFBD>綫 <20>滨垢UI霈曇恣

V4<EFBFBD>笔<EFBFBD>霈曇恣

<EFBFBD><EFBFBD>辣雿滨蔭嚗?- docs/03-銝𡁜𦛚璅∪<E79285>/DC-<2D>唳旿皜<E697BF><E79A9C><EFBFBD>渡<EFBFBD>/03-UI霈曇恣/撌亙<E6928C>B_<42><5F><EFBFBD>蝏𤘪<E89D8F><F0A498AA>𡝗㦤<F0A19D97>其犖_<E78A96>笔<EFBFBD>霈曇恣_V4.tsx

**5銝杵tep瘚<70><E7989A>**嚗?

Step 1嚗帋<E59A97>隡牐<E99AA1>Schema

- Excel<65><6C>辣銝𠹺<E98A9D>嚗<EFBFBD><E59A97><EFBFBD>賣<EFBFBD><E8B3A3>㗇𥋘嚗?- <20>芸𢆡璉<F0A286A1>瘚见<E7989A><E8A781>?- <20>㗇𥋘<E39787><F0A58B98>𧋦<EFBFBD>梹<EFBFBD>敺<EFBFBD><E695BA><EFBFBD>吔<EFBFBD>

Step 2嚗𡁻<E59A97>蝵格<E89DB5>撠?```

  • <EFBFBD>㗇𥋘<EFBFBD>曄<EFBFBD>蝐餃<EFBFBD>嚗<EFBFBD><EFBFBD><EFBFBD>䎚<EFBFBD><EFBFBD><EFBFBD>撠輻<EFBFBD><EFBFBD><EFBFBD><EFBFBD>銵<EFBFBD><EFBFBD>页<EFBFBD>
  • <EFBFBD>㗇𥋘<EFBFBD>亙<EFBFBD>蝐餃<EFBFBD>嚗<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ｕ<EFBFBD><EFBFBD>秄霂𠺪<EFBFBD>
  • <EFBFBD>芸𢆡<EFBFBD>㰘蝸憸<EFBFBD>挽璅⊥踎
  • <EFBFBD>曄內<EFBFBD>格<EFBFBD>摮埈挾嚗<EFBFBD>虾靚<EFBFBD>㟲嚗?```

Step 3嚗𡁜<E59A97><F0A1819C><EFBFBD><EFBFBD>摨?```

  • 摰墧𧒄餈𥕦漲<EFBFBD>?- 敶枏<E695B6>憭<EFBFBD><E686AD>銵<EFBFBD>噡
  • Token瘨<EFBFBD><EFBFBD>㛖<EFBFBD>霈?- <20>鞉𧋦憸<F0A78BA6>摯
  • 撟嗅<EFBFBD>隞餃𦛚<EFBFBD>曄內嚗㇄eepSeek + Qwen<65>峕𧒄餈鞱<E9A488>嚗?```

Step 4嚗𡁜<E59A97>蝒<EFBFBD><E89D92>霂?```

  • <EFBFBD>脩<EFBFBD><EFBFBD>𡑒”嚗<EFBFBD>”<EFBFBD>潭遬蝷綽<EFBFBD>
  • <EFBFBD>峕芋<EFBFBD>讠<EFBFBD><EFBFBD>𨅯笆瘥䈑<EFBFBD>撌血𢰧<EFBFBD><EFBFBD><EFBFBD>嚗?- <20><><EFBFBD>銝𠹺<E98A9D><F0A0B9BA><EFBFBD>遬蝷?- <20>脩<EFBFBD>摮埈挾擃䀝漁
  • 敹恍<EFBFBD>毺＆霈斗<EFBFBD><EFBFBD>?```

Step 5嚗𡁶<E59A97><F0A181B6>𨅯紡<F0A885AF>?```

  • 蝏蠘恣璁<EFBFBD><EFBFBD>嚗<EFBFBD><EFBFBD>餅㺭<EFBFBD><EFBFBD><EFBFBD><EFBFBD>脩<EFBFBD><EFBFBD><EFBFBD>歇閫<EFBFBD><EFBFBD><EFBFBD><EFBFBD>仃韐伐<EFBFBD>
  • Excel撖澆枂<EFBFBD>厰僼
  • 4銝杵heet嚗? 1. 摰峕㟲蝏𤘪<E89D8F> 2. <20>惩<EFBFBD>蝒<EFBFBD>★ 3. <20>脩<EFBFBD>憿對<E686BF>撌脰圾<E884B0>喉<EFBFBD> 4. 憭梯揖憿?```

<EFBFBD>𩤃<EFBFBD> <20>嗆<EFBFBD><E59786><EFBFBD>霈曇恣摰峕<E691B0>嚗䔶誨<E494B6><E8AAA8>𧊋摰䂿緵

<EFBFBD>圲 <20><><EFBFBD>臬<EFBFBD><E887AC>啁<EFBFBD><E59581>?

1. <20>亙熒璉<E78692><E79289>交㦤<E4BAA4>?

摰䂿緵雿滨蔭嚗䫤HealthCheckService.ts`嚗?90銵䕘<E98AB5>

**<2A>詨<EFBFBD><E8A9A8>蠘<EFBFBD>**嚗?- Excel<65><6C><EFBFBD>閫<EFBFBD><E996AB>嚗ūlsx摨橒<E691A8><E6A992>𣳇<EFBFBD><F0A3B387>賜<EFBFBD>嚗?- 蝛箏<E89D9B>潛<EFBFBD>霈∠<E99C88>嚗<EFBFBD>㜃<EFBFBD>?>50%嚗?- 撟喳<E6929F><E596B3><EFBFBD>𧋦<EFBFBD>踹漲霈∠<E99C88>

  • Token瘨<EFBFBD><EFBFBD>𦯀摯蝞梹<EFBFBD><EFBFBD>箔<EFBFBD>撟喳<EFBFBD><EFBFBD>踹漲 <20> 4 <20> 銵峕㺭嚗?- <20>行⏛蝑𣇉裦嚗? - 蝛箏<E89D9B>潛<EFBFBD> >50%嚗尠<E59A97> rejected
    • 蝛箏<EFBFBD>潛<EFBFBD> 30-50%嚗尠<E59A97>儭?warning
    • 蝛箏<EFBFBD>潛<EFBFBD> <30%嚗尠<E59A97> pass

**鈭穃<E988AD><E7A983>毺鸌<E6AFBA>?*嚗?- <20>?憭滨鍂storage.getFileBuffer()嚗㇉SS摮睃<EFBFBD>嚗?- <20>?憭滨鍂cache.set()嚗<EFBFBD><EFBFBD><EFBFBD>𦦵<EFBFBD>摮?撠𤩺𧒄嚗?- <20>?<3F><><EFBFBD>憭<EFBFBD><E686AD>嚗<EFBFBD>妟<EFBFBD>賜<EFBFBD>嚗?

2. <20>峕芋<E5B395>𧢲<EFBFBD><F0A7A2B2>?

摰䂿緵雿滨蔭嚗䫤DualModelExtractionService.ts`嚗?90銵䕘<E98AB5>

**<2A>詨<EFBFBD><E8A9A8>蠘<EFBFBD>**嚗?- 撟嗅<E6929F>靚<EFBFBD>鍂DeepSeek-V3<56>熑wen-Max

  • PII<EFBFBD>望<EFBFBD>嚗<EFBFBD><EFBFBD><EFBFBD>溻<EFBFBD><EFBFBD>澈隞質<EFBFBD><EFBFBD>瘀<EFBFBD>
  • 3撅<EFBFBD>SON閫<EFBFBD><EFBFBD>嚗<EFBFBD>捆<EFBFBD>蹱㦤<EFBFBD>塚<EFBFBD>嚗? 1. <20><><EFBFBD>JSON閫<4E><E996AB> 2. <20>駁膄Markdown隞<6E><E99A9E><EFBFBD>堒<EFBFBD>閫<EFBFBD><E996AB> 3. 甇<><E79487><EFBFBD>𣂼<EFBFBD>JSON撖寡情
  • <EFBFBD>滩<EFBFBD><EFBFBD>箏<EFBFBD>嚗<EFBFBD><EFBFBD>憭?甈∴<E79488>
  • Token蝏蠘恣銝擧<EFBFBD><EFBFBD>祈恣蝞? **鈭穃<E988AD><E7A983>毺鸌<E6AFBA>?*嚗?- <20>?憭滨鍂LLMFactory.getLLM()
  • <EFBFBD>?憭滨鍂jobQueue.add()嚗<EFBFBD><EFBFBD>甇乩遙<EFBFBD>∴<EFBFBD>
  • <EFBFBD>?憭滨鍂logger.info()嚗<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>亙<EFBFBD>嚗?

3. <20>脩<EFBFBD>璉<EFBFBD>瘚讠<E7989A>瘜?

摰䂿緵雿滨蔭嚗䫤ConflictDetectionService.ts`嚗?15銵䕘<E98AB5>

**<2A>詨<EFBFBD><E8A9A8>蠘<EFBFBD>**嚗?- 摮埈挾蝥批笆瘥䈑<E798A5><E48891>𣂼<EFBFBD>畾菜<E795BE>颲<EFBFBD>eepSeek<65>熑wen蝏𤘪<E89D8F>嚗?- <20>澆<EFBFBD>銝<EFBFBD><E98A9D>吔<EFBFBD><E59094>駁膄蝛箸聢<E7AEB8><E881A2><EFBFBD>銝<EFBFBD>憭批<E686AD><E689B9>辷<EFBFBD>

  • <EFBFBD>啣<EFBFBD>澆捆撌殷<EFBFBD><EFBFBD>詨笆霂臬榆 <5%閫<>蛹銝<E89BB9><E98A9D>湛<EFBFBD>
  • 霂凋<EFBFBD><EFBFBD>訾撮摨佗<EFBFBD>憸<EFBFBD><EFBFBD><EFBFBD>亙藁嚗<EFBFBD>虾<EFBFBD>亙<EFBFBD>embedding嚗?- <20>脩<EFBFBD>摮埈挾<E59F88>𡑒”<F0A19192><E2809D><EFBFBD>

**<2A>嗆<EFBFBD><E59786>ế<EFBFBD>?*嚗?```typescript if (conflictFields.length === 0) { status = 'clean' // <20>惩<EFBFBD>蝒<EFBFBD><E89D92><EFBFBD>芸𢆡<E88AB8>朞<EFBFBD> } else { status = 'conflict' // <20>匧<EFBFBD>蝒<EFBFBD><E89D92><EFBFBD><EFBFBD>鈭箏極蝖株恕 }


### 4. 璅⊥踎蝞∠<E89D9E>

**摰䂿緵雿滨蔭**嚗䫤TemplateService.ts`嚗?43銵䕘<E98AB5>

**憸<>挽璅⊥踎**嚗?銝迎<E98A9D>嚗?1. **<2A>箇<EFBFBD><E7AE87><EFBFBD><EFBFBD><EFBFBD>亙<EFBFBD>**嚗ēung_cancer/pathology嚗?   - 14銝芸<E98A9D>畾蛛<E795BE><E89B9B>輻𠈔蝐餃<E89D90><E9A483><EFBFBD><EFBFBD><EFBFBD>麄<EFBFBD><E9BA84>抅<EFBFBD>删<EFBFBD><E588A0>条<EFBFBD>
2. **蝟硋倏<E7A18B><E5808F><EFBFBD><EFBFBD>Ｚ扇敶?*嚗Ê̌iabetes/admission嚗?   - 12銝芸<E98A9D>畾蛛<E795BE>銵<EFBFBD>蝟硔<E89D9F><E7A194><EFBFBD><EFBFBD>𤥁<EFBFBD>蝥Ｚ<E89DA5><EFBCBA>賬<EFBFBD><E8B3AC>僎<EFBFBD>𤑳<EFBFBD>蝑?3. **擃䁅<E69383><E48185>钅秄霂𡃏扇敶?*嚗áypertension/outpatient嚗?   - 10銝芸<E98A9D>畾蛛<E795BE>銵<EFBFBD><E98AB5>卝<EFBFBD><E58D9D><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>鍂<EFBFBD>舐<EFBFBD>

**Prompt璅⊥踎**嚗?```
雿䭾糓銝<E7B393>銝芯<E98A9D>銝𡁶<E98A9D><F0A181B6>餃郎靽⊥<E99DBD><E28AA5>𣂼<EFBFBD><F0A382BC>拇<EFBFBD><E68B87><EFBFBD>窈隞𦒘誑銝讠<E98A9D><E8AEA0><EFBFBD><EFBFBD><EFBFBD>砌葉<E7A08C>𣂼<EFBFBD><F0A382BC>喲睸靽⊥<E99DBD>...

<0A>曄<EFBFBD>蝐餃<E89D90>嚗㝯diseaseType}
<0A>亙<EFBFBD>蝐餃<E89D90>嚗㝯reportType}
<0A>格<EFBFBD>摮埈挾嚗㝯fields}

<0A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>嚗?{originalText}

霂瑚艇<E7919A>潭<EFBFBD><E6BDAD>克SON<4F>澆<EFBFBD>颲枏枂...

<EFBFBD>?撌脰圾<E884B0>喟<EFBFBD><E5969F>桅<EFBFBD>

1. <20>唳旿摨栞”<E6A09E>嗆<EFBFBD><E59786><EFBFBD>霂?<3F>?撌脣<E6928C><E884A3>琜<EFBFBD>2025-12-02嚗?

<EFBFBD>桅<EFBFBD><EFBFBD>讛膩嚗?- 隞<><E99A9E>銝Ｗ仃<EFBCB7>擧<EFBFBD>瘜閧＆霈斗㺭<E69697>桀<EFBFBD>銵冽糓<E586BD>血<EFBFBD><E8A180>?- 餈<>宏<EFBFBD><E5AE8F>辣銝Ｗ仃嚗Ǒmigration.sql銝箇征嚗? **閫<><E996AB><EFBFBD>寞<EFBFBD>**嚗?- <20>?<3F>𥕦遣鈭<E981A3>㺭<EFBFBD>桀<EFBFBD>璉<EFBFBD><E79289>亥<EFBFBD><E4BAA5>?backend/scripts/check-dc-tables.mjs`

  • <EFBFBD>?撉諹<E69289>蝖株恕<E6A0AA><E68195><EFBFBD>㕑”撌脣<E6928C>撱?- <20>?撉諹<E69289>蝖株恕憸<E68195>挽璅⊥踎撌脣<E6928C>憪见<E686AA>

**撉諹<E69289>蝏𤘪<E89D8F>**嚗?- <20>?dc_schema摮睃銁

  • <EFBFBD>?4銝芾”<E88ABE>券<EFBFBD>摮睃銁
  • <EFBFBD>?3銝芷<E98A9D>霈暹芋<E69AB9>踹歇<E8B8B9>嘥<EFBFBD><E598A5>?- <20>?<3F>㗇<EFBFBD>霂閙㺭<E99699>桀虾<E6A180>? 蝏栞捏嚗𡁏㺭<EFBFBD>桀<EFBFBD>摰<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>撠梁貌嚗<EFBFBD>虾隞亦凒<EFBFBD>乩蝙<EFBFBD>剁<EFBFBD>

<EFBFBD>𩤃<EFBFBD> 敶枏<E695B6>摮睃銁<E79D83><E98A81>䔮憸?

2. <20>滨垢摰<E59EA2><E691B0><EFBFBD>芸<EFBFBD><E88AB8>?<3F>𣞁 擃䀝<E69383><E4809D><EFBFBD>漣

<EFBFBD>桅<EFBFBD><EFBFBD>讛膩嚗?- <20>芣<EFBFBD>Placeholder<65>牐<EFBFBD>蝚?- V4<56>笔<EFBFBD>霈曇恣撌脣<E6928C><E884A3>琜<EFBFBD>雿<EFBFBD><E99BBF>隞颱<E99A9E>摰䂿緵隞<E7B7B5><E99A9E>

**敶勗<E695B6>**嚗?- <20>?<3F>䭾<EFBFBD>餈𥡝<E9A488>摰峕㟲<E5B395><E39FB2>垢<EFBFBD>啁垢瘚贝<E7989A>

  • <EFBFBD>?<3F>䭾<EFBFBD>瞍𠉛內蝏嗵鍂<E597B5>? **撌乩<E6928C><E4B9A9>譍摯蝞?*嚗?- Step 1嚗<31><E59A97>隡牐<E99AA1>Schema嚗㚁<E59A97>4撠𤩺𧒄
  • Step 2嚗<32><E59A97>蝵格<E89DB5>撠<EFBFBD><E692A0>嚗?撠𤩺𧒄
  • Step 3嚗<33><E59A97><EFBFBD><EFBFBD><EFBFBD>摨佗<E691A8>嚗?撠𤩺𧒄
  • Step 4嚗<34><E59A97>蝒<EFBFBD><E89D92>霂<EFBFBD><E99C82>嚗?撠𤩺𧒄嚗<F0A79284><E59A97>憭齿<E686AD>嚗?- Step 5嚗<35><E59A97><EFBFBD>𨅯紡<F0A885AF>綽<EFBFBD>嚗?撠𤩺𧒄
  • <EFBFBD>餉恣嚗?8撠𤩺𧒄嚗<F0A79284>漲2-3憭抬<E686AD>

**隡睃<E99AA1>蝥?*嚗𡄻<E59A97>?擃矋<E69383><E79F8B>餃<EFBFBD>摰峕㟲<E5B395>蠘<EFBFBD>嚗?

3. <20>𡒊垢<F0A1928A>芰<EFBFBD><E88AB0>笔<EFBFBD>瘚贝<E7989A> <20>椬 銝凋<E98A9D><E5878B><EFBFBD>漣

<EFBFBD>桅<EFBFBD><EFBFBD>讛膩嚗?- 隞<><E99A9E><EFBFBD>臬抅鈭舘挽霈⊥<E99C88>獢<EFBFBD><E78DA2>撱箇<E692B1>

  • 瘝⊥<EFBFBD>餈鞱<EFBFBD>餈<EFBFBD><EFBFBD>摰䂿<EFBFBD>API瘚贝<EFBFBD>
  • 瘝⊥<EFBFBD>撉諹<EFBFBD>餈䜶LM靚<EFBFBD>鍂<EFBFBD>臬炏甇<EFBFBD>虜

憌𡡞埯嚗?- <20>𩤃<EFBFBD> <20>航<EFBFBD>摮睃銁<E79D83>芸<EFBFBD><E88AB8>啁<EFBFBD>bug

  • <EFBFBD>𩤃<EFBFBD> 摰鮋<E691B0>LLM<4C>𣂼<EFBFBD><F0A382BC><EFBFBD><EFBFBD><EFBFBD>芷<EFBFBD>霂? **閫<><E996AB><EFBFBD>寞<EFBFBD>**嚗?1. <20><><EFBFBD>銵䈣npx prisma db push<EFBFBD>𥕦遣銵?2. <20>臬𢆡<E887AC>𡒊垢嚗䫤npm run dev
  1. 雿輻鍂REST Client瘚贝<E7989A>6銝服PI蝡舐<E89DA1>
  2. 銝𠹺<EFBFBD><EFBFBD>笔<EFBFBD>Excel<EFBFBD><EFBFBD>辣瘚贝<EFBFBD><EFBFBD>𣂼<EFBFBD><EFBFBD><EFBFBD><EFBFBD>

**隡睃<E99AA1>蝥?*嚗𡄻<E59A97>?銝哨<E98A9D><E593A8>滨垢撘<E59EA2><E69298>穃<EFBFBD>摨𥪜<E691A8><F0A5AA9C>琜<EFBFBD>

4. Cursor蝏<72>垢颲枏枂<E69E8F>桅<EFBFBD> <20>叚 雿𦒘<E99BBF><F0A69298><EFBFBD>漣

<EFBFBD>桅<EFBFBD><EFBFBD>讛膩嚗?- PowerShell蝏<6C>垢<EFBFBD>䭾<EFBFBD>甇<EFBFBD>虜<EFBFBD>曄內<E69B84>賭誘颲枏枂

  • 撖潸稲<EFBFBD>䭾<EFBFBD>餈鞱<EFBFBD><EFBFBD>唳旿摨𤘪<EFBFBD><EFBFBD>亥<EFBFBD><EFBFBD>?- 瘚芾晶鈭<E699B6>之<EFBFBD>𤩺𧒄<F0A4A9BA>游<EFBFBD>霂蓥<E99C82><E893A5>峕䲮瘜? **敶勗<E695B6>**嚗?- <20>𩤃<EFBFBD> 撘<><E69298>𤏸<EFBFBD>霂蓥<E99C82>靘?- <20>𩤃<EFBFBD> <20>䭾<EFBFBD>摰墧𧒄<E5A2A7>亦<EFBFBD><E4BAA6>亙<EFBFBD>

**銝湔𧒄閫<F0A79284><E996AB><EFBFBD>寞<EFBFBD>**嚗?- 雿輻鍂憭㚚<E686AD>PowerShell<6C>𥟟MD蝒堒藁

  • 雿輻鍂Prisma Studio<69>航<EFBFBD><E888AA>硋極<E7A18B>?- <20>湔𦻖<E6B994>臬𢆡<E887AC>𡒊垢<F0A1928A>亦<EFBFBD><E4BAA6>臬𢆡<E887AC>亙<EFBFBD>

**隡睃<E99AA1>蝥?*嚗𡄻<E59A97>?雿𠬍<E99BBF><F0A0AC8D>㗇𤜯隞<F0A49CAF>䲮獢<E4B2AE><E78DA2>

<EFBFBD><EFBFBD> 銝衤<E98A9D>甇亙<E79487><E4BA99>𤏸恣<F0A48FB8>?

蝡见朖<EFBFBD><EFBFBD>閬<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>蝝扳<EFBFBD>伐<EFBFBD>

  1. 撉諹<EFBFBD><EFBFBD>唳旿摨栞” <20>𣞁

    cd backend
npx prisma db push
npx prisma studio  # <20>航<EFBFBD><E888AA>𣇉＆霈?   ```

  2. <EFBFBD>𡒊垢API瘚贝<EFBFBD> <20>𣞁

    • <EFBFBD>臬𢆡<EFBFBD>𡒊垢<EFBFBD>滚𦛚
    • 瘚贝<EFBFBD>6銝服PI蝡舐<EFBFBD>
    • 撉諹<EFBFBD>LLM靚<EFBFBD>鍂
    • 蝖株恕<EFBFBD>峕芋<EFBFBD>𧢲<EFBFBD><EFBFBD>㚚<EFBFBD>餉<EFBFBD>

  3. Git<EFBFBD>齿活<EFBFBD>𣂷漱 <20>𣞁

    • 蝖桐<EFBFBD><EFBFBD><EFBFBD><EFBFBD>劐誨<EFBFBD><EFBFBD>歇<EFBFBD>𣂷漱
    • <EFBFBD>券<EFBFBD><EFBFBD><EFBFBD>餈𦦵<EFBFBD>隞枏<EFBFBD>嚗<EFBFBD><EFBFBD><EFBFBD>𨀣<EFBFBD>嚗?

<EFBFBD>剜<EFBFBD>撘<EFBFBD><EFBFBD>睲遙<EFBFBD>∴<EFBFBD><EFBFBD>砍𪂹嚗?

  1. *<EFBFBD>滨垢UI撘<EFBFBD><EFBFBD>? <20>𣞁嚗<F0A39E81><E59A97>霈?-3憭抬<E686AD>

    • <EFBFBD>箔<EFBFBD>V4<EFBFBD>笔<EFBFBD>摰䂿緵5銝杵tep
    • <EFBFBD><EFBFBD><EFBFBD><EFBFBD>SL璅∪<EFBFBD><EFBFBD><EFBFBD><EFBFBD>蝡臭誨<EFBFBD><EFBFBD><EFBFBD><EFBFBD>? - 雿輻鍂React Query蝞∠<E89D9E>API靚<49>鍂
    • 雿輻鍂Ant Design蝏<6E>辣

  2. *蝡臬<EFBFBD>蝡舀<EFBFBD>霂? <20>椬

    • <EFBFBD>笔<EFBFBD>Excel<EFBFBD><EFBFBD>辣瘚贝<EFBFBD>
    • <EFBFBD>脩<EFBFBD>閫<EFBFBD><EFBFBD>瘚<EFBFBD><EFBFBD>瘚贝<EFBFBD>
    • 撖澆枂<EFBFBD>蠘<EFBFBD>瘚贝<EFBFBD>

銝剜<EFBFBD>隡睃<EFBFBD>隞餃𦛚嚗<EFBFBD><EFBFBD><EFBFBD>剁<EFBFBD>

  1. <EFBFBD>扯<EFBFBD>隡睃<EFBFBD> <20>椬
    • 瘛餃<EFBFBD>撟嗅<EFBFBD><EFBFBD>批<EFBFBD>嚗ī-limit嚗? - 隡睃<E99AA1>Excel憭扳<E686AD>隞嗅<E99A9E><E59785>? - 瘛餃<E7989B>餈𥕦漲摰墧𧒄<E5A2A7>券<EFBFBD><E588B8><EFBFBD>WebSocket嚗?
  2. <EFBFBD>躰秤憭<EFBFBD><EFBFBD>隡睃<EFBFBD> <20>椬
    • 摰<EFBFBD><EFBFBD><EFBFBD>躰秤<EFBFBD>鞟內
    • 瘛餃<EFBFBD><EFBFBD>滩<EFBFBD><EFBFBD>箏<EFBFBD>
    • 憭梯揖隞餃𦛚<EFBFBD>Ｗ<EFBFBD>

<EFBFBD><EFBFBD> <20>詨<EFBFBD><E8A9A8><EFBFBD>﹝

霈曇恣<EFBFBD><EFBFBD>﹝

  • [PRD<52><44>瘙<EFBFBD><E79899>獢β(./01-<2D><>瘙<EFBFBD><E79899><EFBFBD>?)
  • [<5B><><EFBFBD>航挽霈⊥<E99C88>獢β(./02-<2D><><EFBFBD>航挽霈?<3F><><EFBFBD>航挽霈⊥<E99C88>獢<EFBFBD><E78DA2>撌亙<E6928C> B - <20><><EFBFBD>蝏𤘪<E89D8F><F0A498AA>𡝗㦤<F0A19D97>其犖 (The AI Structurer).md)
  • [<5B>唳旿摨栞挽霈⊥<E99C88>獢β(./02-<2D><><EFBFBD>航挽霈?<3F>唳旿摨栞挽霈⊥<E99C88>獢?DC璅∪<E79285>嚗<EFBFBD><E59A97><EFBFBD>渡<EFBFBD>嚗?md)
  • API霈曇恣<EFBFBD><EFBFBD>﹝
  • UI<EFBFBD>笔<EFBFBD>霈曇恣

撘<EFBFBD><EFBFBD>𤏸扇敶?- Day2摰峕<EFBFBD><EFBFBD>餌<EFBFBD>嚗<EFBFBD>腺憭勗<EFBFBD>嚗?- Day3摰峕<EFBFBD><EFBFBD>餌<EFBFBD>嚗<EFBFBD>腺憭勗<EFBFBD>嚗?- DC璅∪<EFBFBD><EFBFBD>滚遣摰峕<EFBFBD><EFBFBD>餌<EFBFBD>嚗<EFBFBD><EFBFBD>撱箏<EFBFBD>嚗?

閫<EFBFBD><EFBFBD><EFBFBD><EFBFBD>﹝

  • [鈭穃<E988AD><E7A983>笔<EFBFBD><E7AC94>𤏸<EFBFBD><F0A48FB8><EFBFBD>(../../04-撘<><E69298>𤏸<EFBFBD><F0A48FB8>?08-鈭穃<E988AD><E7A983>笔<EFBFBD><E7AC94>𤏸<EFBFBD><F0A48FB8>?md)
  • Git<EFBFBD>𣂷漱閫<EFBFBD><EFBFBD>嚗<EFBFBD>歇<EFBFBD>湔鰵嚗<EFBFBD>撩<EFBFBD>嗆<EFBFBD><EFBFBD>交<EFBFBD>鈭歹<EFBFBD>

<EFBFBD><EFBFBD> 蝏蹱鰵撘<E9B0B5><E69298>𤏸<EFBFBD><F0A48FB8><EFBFBD><EFBFBD>鞟內

敹恍<EFBFBD>煺<EFBFBD><EFBFBD>?

  1. 鈭<EFBFBD>圾隞<EFBFBD><EFBFBD>銝Ｗ仃鈭衤辣

    • <EFBFBD><EFBFBD>粉<EFBFBD>祆<EFBFBD>獢<EFBFBD><EFBFBD>"<22>滩<EFBFBD>鈭衤辣霈啣<E99C88>"<22>典<EFBFBD>
    • <EFBFBD><EFBFBD>圾銝箔<EFBFBD>銋<EFBFBD><EFBFBD>瘥𤩺𠯫Git<EFBFBD>𣂷漱

  2. <EFBFBD><EFBFBD><EFBFBD><EFBFBD>𡒊垢隞<EFBFBD><EFBFBD>

    • <EFBFBD><EFBFBD><EFBFBD>backend/src/modules/dc/index.ts鈭<EFBFBD>圾璅∪<EFBFBD>蝏𤘪<EFBFBD>
    • <EFBFBD><EFBFBD>粉4銝杵ervice<EFBFBD><EFBFBD>誨<EFBFBD><EFBFBD>釣<EFBFBD>? - 餈鞱<E9A488>Prisma Studio<69>亦<EFBFBD><E4BAA6>唳旿摨栞”

  3. *<EFBFBD><EFBFBD>圾鈭穃<EFBFBD><EFBFBD><EFBFBD>沲<EFBFBD>?

    • <EFBFBD><EFBFBD>粉`鈭穃<E988AD><E7A983>笔<EFBFBD><E7AC94>𤏸<EFBFBD><F0A48FB8><EFBFBD>
    • 鈭<EFBFBD>圾憒<EFBFBD><EFBFBD>憭滨鍂撟喳蝱<EFBFBD>箇<EFBFBD>霈暹鴌
    • 蝳<EFBFBD>迫嚗𡁏𧋦<EFBFBD>唳<EFBFBD>隞嗅<EFBFBD><EFBFBD>具<EFBFBD><EFBFBD><EFBFBD>摮条<EFBFBD>摮塩<EFBFBD><EFBFBD>′蝻𣇉<EFBFBD><EFBFBD>滨蔭

  4. <EFBFBD><EFBFBD><EFBFBD><EFBFBD>SL璅∪<EFBFBD>

    • DC璅∪<EFBFBD><EFBFBD>滨垢摨𠉛掩隡劈SL璅∪<EFBFBD><EFBFBD><EFBFBD><EFBFBD>蝡舐<EFBFBD><EFBFBD>? - 憭滨鍂ASL<53><4C>ooks<6B><73><EFBFBD>隞嗅<E99A9E>撌亙<E6928C><E4BA99>賣㺭
    • 靽脲<EFBFBD>銝<EFBFBD><EFBFBD>渡<EFBFBD>隞<EFBFBD><EFBFBD>憌擧聢

撣貉<EFBFBD><EFBFBD>琿𩐠

<EFBFBD>?**銝滩<E98A9D>餈蹱甅<E8B9B1>?*嚗?1. <20>砍𧑐撘<F0A79190><E69298>烐𧒄<E78390>湔𦻖<E6B994>総fs.writeFileSync()`嚗<><E59A97><EFBFBD>滢<EFBFBD><E6BBA2>毺<EFBFBD>閫<EFBFBD><E996AB>嚗?2. 雿輻鍂<E8BCBB>典<EFBFBD><E585B8>㗛<EFBFBD>蝻枏<E89DBB><E69E8F>唳旿嚗𠄎erverless<73>臬<EFBFBD>銝滚虾<E6BB9A>𩤃<EFBFBD> 3. 敹䁅扇瘥𤩺𠯫Git<69>𣂷漱嚗<E6BCB1>誨<EFBFBD><E8AAA8>虾<EFBFBD>賭腺憭梧<E686AD> 4. <20>每ursor蝏<72>垢餈鞱<E9A488>憭齿<E686AD><E9BDBF>𡁏𧋦嚗<F0A78BA6><E59A97><EFBFBD>粹䔮憸矋<E686B8>

<EFBFBD>?**摨磰砲餈蹱甅<E8B9B1>?*嚗?1. 雿輻鍂storage.uploadBuffer()摮睃<EFBFBD><EFBFBD><EFBFBD>辣 2. 雿輻鍂cache.set()蝻枏<EFBFBD><EFBFBD>唳旿 3. 瘥誩予銝讠号<EFBFBD>滚<EFBFBD>憿腐it<EFBFBD>𣂷漱 4. 憭齿<E686AD><E9BDBF>𡁏𧋦<F0A1818F>典<EFBFBD><E585B8>沌owerShell餈鞱<E9A488>

<EFBFBD><EFBFBD> 璅∪<E79285>蝏蠘恣

隞<EFBFBD><EFBFBD><EFBFBD>讐<EFBFBD>霈∴<EFBFBD>敶枏<EFBFBD>嚗?```

<EFBFBD>𡒊垢隞<EFBFBD><EFBFBD>嚗<EFBFBD>歇摰峕<EFBFBD>嚗㚁<EFBFBD>

  • TypeScript<EFBFBD><EFBFBD>辣嚗?銝?- <20>餉<EFBFBD><E9A489>堆<EFBFBD>蝥?,658銵?- <20>滚𦛚撅<F0A69B9A><E69285>4銝芣<E98A9D><E88AA3>∴<EFBFBD>1,038銵?- <20>批<EFBFBD><E689B9>典<EFBFBD>嚗?88銵?- 頝舐眏撅<E79C8F><E69285>115銵? <0A>滨垢隞<E59EA2><E99A9E>嚗<EFBFBD>𧊋撘<F0A78A8B><E69298>𡢅<EFBFBD>嚗?- TypeScript/TSX<53><58>辣嚗?銝迎<E98A9D>Placeholder嚗?- <20>餉<EFBFBD><E9A489>堆<EFBFBD>14銵?- <20>笔<EFBFBD><E7AC94>蠘<EFBFBD>嚗?%

<EFBFBD>唳旿摨橒<EFBFBD>

  • 銵冽㺭<EFBFBD>𧶏<EFBFBD>4銝迎<EFBFBD>Prisma Schema撌脣<E6928C>銋㚁<E98A8B>
  • 摰鮋<EFBFBD><EFBFBD>𥕦遣嚗尠<EFBFBD>儭?<3F>芰＆霈?```

撘<EFBFBD><EFBFBD>𤏸<EFBFBD>摨?```

<EFBFBD>港<EFBFBD>餈𥕦漲嚗𡁶漲35%

  • Tool B<>𡒊垢嚗?00% <20>?- Tool B<>滨垢嚗?% <20>?- Tool A嚗?% <20>?- Tool C嚗?% <20>?- Portal嚗?% <20>?```

<EFBFBD><EFBFBD> <20>渲陝

<EFBFBD>蠘陝<EFBFBD><EFBFBD><EFBFBD>匧<EFBFBD>銝𥟠C璅∪<EFBFBD>撘<EFBFBD><EFBFBD>𤑳<EFBFBD><EFBFBD>䔶<EFBFBD>嚗𣬚鸌<EFBFBD>急糓<EFBFBD>其誨<EFBFBD><EFBFBD>腺憭勗<EFBFBD>敹恍<EFBFBD>罸<EFBFBD>撱箇<EFBFBD><EFBFBD>芸<EFBFBD><EFBFBD>? *<EFBFBD>祆<EFBFBD>獢<EFBFBD><EFBFBD>瘙<EFBFBD><EFBFBD>摰𧼮<EFBFBD><EFBFBD>䭾芋<EFBFBD>㛖𠶖<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>𡠺<EFBFBD>桅<EFBFBD><EFBFBD>䔶<EFBFBD>頞喉<EFBFBD>隞乩噶<EFBFBD>游末<EFBFBD>啗<EFBFBD><EFBFBD>鍦<EFBFBD>蝏剖極雿栶<EFBFBD>?

<EFBFBD><EFBFBD><EFBFBD>擧凒<EFBFBD>堆<EFBFBD> 2025-12-10
*<EFBFBD><EFBFBD>﹝蝏湔擪嚗? DC璅∪<E79285>撘<EFBFBD><E69298>穃𣪧<E7A983>? *<EFBFBD>𠉛頂<EFBFBD>孵<EFBFBD>嚗? 憿寧𤌍Issues

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