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1b53ab9d52f6dff1d1c6c4320b5b9a12dc423141
AIclinicalresearch/docs/03-业务模块/DC-数据清洗整理/04-开发计划/工具C_MVP开发_TODO清单.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

22 KiB
Raw Blame History

撌亙<EFBFBD>C MVP撘<50><E69298>?- To-do List

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  • Day 3 (2025-12-07): AI隞<49><E99A9E><EFBFBD><EFBFBD><EFBFBD><EFBFBD>滚𦛚 <20>? - AICodeService.ts嚗?50銵䕘<E98AB5>

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  • Day 5 (2025-12-07): AI Chat<61>Ｘ踎摰峕<E691B0> + Ant Design X <20><><EFBFBD> <20>?<EFBFBD>滚之<EFBFBD>𣬚<EFBFBD>蝣𡢅<EFBFBD>

    • Ant Design 6.0 <20><>漣 <20>? - [x] @ant-design/x + x-sdk <20><><EFBFBD> <20>? - [x] <20>𡁶鍂 Chat 蝏<>辣撘<E8BEA3><E69298>𡢅<EFBFBD>~968銵䕘<E98AB5><E49598>? - ChatContainer, MessageRenderer, CodeBlockRenderer
      • 摰峕㟲蝐餃<EFBFBD>摰帋<EFBFBD><EFBFBD>峕<EFBFBD>獢? - [x] Tool C <20><><EFBFBD> ChatContainer <20>? - [x] <20><>辣銝𠹺<E98A9D>摰峕㟲瘚<E39FB2><E7989A> <20>? - [x] API 摰峕㟲撖寞𦻖 <20>? - [x] UI 隡睃<E99AA1>嚗?銝芷䔮憸䀝耨憭㵪<E686AD><E3B5AA>? - [x] 蝡臬<E89DA1>蝡舀<E89DA1>霂閖<E99C82>朞<EFBFBD> <20>? - *<EFBFBD>啣<EFBFBD>隞<EFBFBD><EFBFBD>嚗鰺2100銵?

<EFBFBD>賂<EFBFBD> 敺<><E695BA>憪?- Day 6-7: 隡睃<E99AA1>銝擧<E98A9D>霂𤏪<E99C82><F0A48FAA>𣂼<EFBFBD><F0A382BC>?> 80%嚗?- Day 8-10: 擃条漣<E69DA1>蠘<EFBFBD>嚗<EFBFBD>伃<EFBFBD><E4BC83>/<2F>滚<EFBFBD><E6BB9A><EFBFBD>紡<EFBFBD>綽<EFBFBD>

  • Day 11-15: <20>券𢒰瘚贝<E7989A>銝𡡞<E98A9D><F0A1A19E>?

<EFBFBD><EFBFBD> Week 1嚗𡁜抅蝖<E68A85><E89D96>嗆<EFBFBD><E59786>剖遣嚗㇄ay 1-5嚗?

Day 1嚗䥪ython<6F>滚𦛚<E6BB9A>拙<EFBFBD> + <20>臬<EFBFBD>撉諹<E69289> 潃?<3F>?撌脣<EFBFBD><EFBFBD>?2025-12-06

Python敺格<EFBFBD><EFBFBD>⊥<EFBFBD>撅?- [x] P0 <20>𥕦遣 extraction_service/services/dc_executor.py <20>? - [x] 摰䂿緵 validate_code(code) - AST<53>蹱<EFBFBD><E8B9B1><EFBFBD><EFBFBD>?<3F>? - [x] 摰䂿緵 execute_pandas_code(data, code) - 隞<><E99A9E><EFBFBD>扯<EFBFBD> <20>? - [x] 瘛餃<E7989B><E9A483>梢埯璅∪<E79285>暺穃<E69ABA><E7A983>𤏪<EFBFBD>os<6F><73>ys<79><73>ubprocess蝑㚁<E89D91><E39A81>? - [x] 瘛餃<E7989B>頞<EFBFBD>𧒄靽脲擪嚗?0蝘𡜐<E89D98><F0A19C90>? - [x] 瘛餃<E7989B>撘<EFBFBD>虜<EFBFBD>閗繮<E99697>屸<EFBFBD>霂舀<E99C82><E88880>?<3F>?

  • P0 <20>拙<EFBFBD> extraction_service/main.py <20>? - [x] 瘛餃<E7989B> POST /api/dc/execute 蝡舐<E89DA1> <20>? - [x] 瘛餃<E7989B> POST /api/dc/validate 蝡舐<E89DA1> <20>? - [x] 瘛餃<E7989B>霂瑟<E99C82><E7919F>亙<EFBFBD>霈啣<E99C88> <20>? - [x] 瘛餃<E7989B><E9A483>躰秤憭<E7A7A4><E686AD>銝剝𡢿隞?<3F>?
  • P0 瘚贝<E7989A>Python<6F>滚𦛚 <20>? - [x] <20>臬𢆡<E887AC>滚𦛚 <20>? - [x] 瘚贝<E7989A><E8B49D>亙熒璉<E78692><E79289>?<3F>? - [x] 瘚贝<E7989A>隞<EFBFBD><E99A9E>撉諹<E69289> <20>? - [x] 瘚贝<E7989A>隞<EFBFBD><E99A9E><EFBFBD>扯<EFBFBD> <20>? - [x] 撉諹<E69289>AST<53>行⏛ <20>?

Node.js<6A>𡒊垢<F0A1928A><E59EA2><EFBFBD>

  • P0 <20>𥕦遣<F0A595A6>𡒊垢<F0A1928A><E59EA2>辣憭寧<E686AD><E5AFA7>?<3F>?
  • P0 摰䂿緵 PythonExecutorService.ts <20>? - [x] 摰䂿緵 executeCode(data, code) <20>寞<EFBFBD> <20>? - [x] 摰䂿緵 validateCode(code) <20>寞<EFBFBD> <20>? - [x] 瘛餃<E7989B>頞<EFBFBD>𧒄<EFBFBD>批<EFBFBD>嚗?0蝘𡜐<E89D98><F0A19C90>? - [x] 瘛餃<E7989B><E9A483>亙<EFBFBD>霈啣<E99C88> <20>? - [x] 瘛餃<E7989B><E9A483>躰秤憭<E7A7A4><E686AD><EFBFBD>屸<EFBFBD>霂閙㦤<E99699>?<3F>?
  • P1 <20>臬<EFBFBD><E887AC>㗛<EFBFBD><E3979B>滨蔭 <20>?

撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>

  • Python<EFBFBD>滚𦛚<EFBFBD>賣<EFBFBD><EFBFBD><EFBFBD><EFBFBD>銵𣬚<EFBFBD><EFBFBD>𠠬andas隞<EFBFBD><EFBFBD> <20>?- [x] AST璉<54><E79289>亥<EFBFBD><E4BAA5>行⏛<E8A18C>梢埯隞<E59FAF><E99A9E> <20>?- [x] Node.js<6A>賣<EFBFBD><E8B3A3>蠘<EFBFBD><E8A098>沌ython<6F>滚𦛚撟嗉繮<E59789>𣇉<EFBFBD><F0A38789>?<3F>?- [x] <20><><EFBFBD>㗇𠯫敹埈迤撣貉<E692A3><E8B289>箏<EFBFBD><E7AE8F>批<EFBFBD><E689B9>?<3F>?

Day 2嚗𡁏㺭<F0A1818F>桀<EFBFBD> + Session蝞∠<E89D9E> <20>?撌脣<EFBFBD><EFBFBD>?2025-12-06

<EFBFBD>唳旿摨廍chema霈曇恣

  • P0 <20>𥕦遣Prisma Schema嚗Ǒprisma/schema.prisma`嚗争<E59A97>

    // @@schema("dc")
model DcToolCSession {
  id            String    @id @default(uuid())
  userId        String
  fileName      String
  fileKey       String    // OSS摮睃<E691AE>key
  totalRows     Int
  totalCols     Int
  columns       Json      // <20>堒<EFBFBD><E5A092>啁<EFBFBD>
  encoding      String?   // 蝻𣇉<E89DBB><F0A38789>澆<EFBFBD>
  createdAt     DateTime  @default(now())
  updatedAt     DateTime  @updatedAt

  @@index([userId])
  @@map("dc_tool_c_sessions")
}

  • P0 <20>扯<EFBFBD><E689AF>唳旿摨栞<E691A8>蝘? ```bash npx prisma db push npx prisma generate

  • P1 撉諹<E69289>銵典<E98AB5>撱箸<E692B1><E7AEB8>? ```sql SELECT * FROM dc.dc_tool_c_sessions LIMIT 1;

SessionService摰䂿緵

  • P0 摰䂿緵 SessionService.ts
    • createSession(userId, fileName, fileBuffer) - <20>𥕦遣隡朞<E99AA1>
      • 銝𠹺<EFBFBD>Excel<EFBFBD>記SS嚗<EFBFBD><EFBFBD><EFBFBD>?storage.uploadBuffer嚗? - [ ] 閫<><E996AB>Excel<65>衷SON嚗<4E>蝙<EFBFBD>肝lsx摨橒<E691A8>
      • 靽嘥<EFBFBD><EFBFBD><EFBFBD>㺭<EFBFBD>桀<EFBFBD><EFBFBD>唳旿摨橒<EFBFBD>prisma嚗? - [ ] getSession(sessionId) - <20>瑕<EFBFBD>隡朞<E99AA1>
      • 隞擧㺭<EFBFBD>桀<EFBFBD>霂餃<EFBFBD><EFBFBD><EFBFBD>㺭<EFBFBD>? - [ ] 隞窻SS銝贝蝸<E8B49D>唳旿嚗<E697BF><E59A97><EFBFBD><EFBFBD>閬<EFBFBD><E996AC>
    • deleteSession(sessionId) - <20>𣳇膄隡朞<E99AA1>
      • <EFBFBD>𣳇膄OSS<EFBFBD><EFBFBD>辣
      • <EFBFBD>𣳇膄<EFBFBD>唳旿摨栞扇敶?
  • P1 瘛餃<E7989B>Excel閫<6C><E996AB><EFBFBD>餉<EFBFBD>
    • 雿輻鍂 xlsx 摨栞粉<E6A09E>鍨xcel
    • 頧祆揢銝撇SON<EFBFBD>澆<EFBFBD>嚗<EFBFBD>㺭蝏<EFBFBD>笆鞊∴<EFBFBD>
    • 璉<EFBFBD>瘚讠<EFBFBD><EFBFBD><EFBFBD><EFBFBD>銝剜<EFBFBD><EFBFBD>舀<EFBFBD>嚗? - [ ] <20>𣂼<EFBFBD><F0A382BC>堒<EFBFBD><E5A092>峕㺭<E5B395>桃掩<E6A183>?

撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>

  • <EFBFBD>賣<EFBFBD><EFBFBD>煺<EFBFBD>隡?0MB隞亙<E99A9E><E4BA99><EFBFBD>xcel<65><6C>辣
  • <EFBFBD>唳旿甇<EFBFBD>＆靽嘥<EFBFBD><EFBFBD>記SS嚗<EFBFBD>妟<EFBFBD>賜<EFBFBD>嚗?- [ ] Session<6F><6E>㺭<EFBFBD>格迤蝖桀<E89D96><E6A180>典<EFBFBD><E585B8>唳旿摨?- [ ] <20>賡<EFBFBD>朞<EFBFBD>sessionId璉<64>蝝Ｗ<E89D9D>摰峕㟲<E5B395>唳旿

Day 3嚗鋫I隞<49><E99A9E><EFBFBD><EFBFBD><EFBFBD><EFBFBD>滚𦛚

AICodeService摰䂿緵

  • P0 摰䂿緵 AICodeService.ts

    • <EFBFBD><EFBFBD><EFBFBD>LLMFactory嚗<EFBFBD><EFBFBD><EFBFBD>?@/common/llm嚗? - [ ] 摰䂿緵 generateCode(prompt, dataContext) <20>寞<EFBFBD>
      • <EFBFBD><EFBFBD>遣System Prompt嚗<74><E59A97><EFBFBD>?0銝東ew-shot蝷箔<E89DB7>嚗? - [ ] 瘜典<E7989C><E585B8>唳旿銝𠹺<E98A9D><F0A0B9BA><EFBFBD><EFBFBD>銵峕㺭<E5B395><E3BAAD><EFBFBD><EFBFBD>溻<EFBFBD><E6BABB>甅<EFBFBD>祆㺭<E7A586>殷<EFBFBD>
      • 靚<EFBFBD>鍂LLM<EFBFBD><EFBFBD><EFBFBD>隞<EFBFBD><EFBFBD>
      • <EFBFBD>𣂼<EFBFBD>蝥臭誨<EFBFBD><EFBFBD><EFBFBD><EFBFBD>駁膄Markdown<EFBFBD>澆<EFBFBD>嚗? - [ ] 摰䂿緵 fixCode(originalCode, errorMsg, dataContext) <20>寞<EFBFBD>
      • AI<EFBFBD>芣<EFBFBD>靽桀<EFBFBD><EFBFBD>餉<EFBFBD>
      • <EFBFBD><EFBFBD>憭𡁻<EFBFBD>霂?甈?

  • P0 System Prompt霈曇恣

    • <EFBFBD>箇<EFBFBD><EFBFBD>箸艶蝷箔<EFBFBD>嚗?銝迎<E98A9D>
    • 銝剔<EFBFBD><EFBFBD>箸艶蝷箔<EFBFBD>嚗?銝迎<E98A9D>
    • 擃条漣<EFBFBD>箸艶蝷箔<EFBFBD>嚗?銝迎<E98A9D>
    • 摰匧<EFBFBD>閫<EFBFBD><EFBFBD>霂湔<EFBFBD>
    • 颲枏枂<EFBFBD>澆<EFBFBD>閬<EFBFBD><EFBFBD>

  • P1 隞<><E99A9E><EFBFBD>𣂼<EFBFBD><F0A382BC>餉<EFBFBD>

    • 霂<EFBFBD><EFBFBD> ```python ... ``` <20>澆<EFBFBD>
    • 霂<EFBFBD><EFBFBD>蝥臭誨<EFBFBD><EFBFBD>聢撘? - [ ] <20>駁膄瘜券<E7989C><E588B8>諹秩<E8ABB9>?

撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>

  • AI<EFBFBD>賜<EFBFBD><EFBFBD>鞉迤蝖桃<EFBFBD>Pandas隞<EFBFBD><EFBFBD>嚗<EFBFBD>抅蝖<EFBFBD><EFBFBD>箸艶嚗?- [ ] <20><><EFBFBD><EFBFBD><EFBFBD>誨<EFBFBD><E8AAA8>泵<EFBFBD><E6B3B5><EFBFBD><EFBFBD>刻<EFBFBD><E588BB><EFBFBD><EFBFBD><EFBFBD>惩暒<E683A9>拙紡<E68B99>伐<EFBFBD>
  • <EFBFBD>賣迤蝖桀<EFBFBD><EFBFBD><EFBFBD>葉<EFBFBD><EFBFBD><EFBFBD><EFBFBD>?- [ ] 隞<><E99A9E><EFBFBD>𣂼<EFBFBD><F0A382BC><EFBFBD>＆<EFBFBD>?> 95%

Day 4嚗𡁜<E59A97>蝡臬抅蝖<E68A85>獢<EFBFBD>沲

<EFBFBD>滨垢<EFBFBD><EFBFBD>辣憭寧<EFBFBD><EFBFBD>?- [ ] P0 <20>𥕦遣<F0A595A6>滨垢<E6BBA8>桀<EFBFBD>

frontend-v2/src/modules/dc/pages/tool-c/
<0A>鎿<EFBFBD><E98EBF><EFBFBD> index.tsx                # 銝駁△<E9A781>Ｗ<EFBFBD><EFBCB7>?  <20>鎿<EFBFBD><E98EBF><EFBFBD> components/
<0A>?  <20>鎿<EFBFBD><E98EBF><EFBFBD> DataTable.tsx        # AG Grid<69>唳旿銵冽聢
<0A>?  <20>鎿<EFBFBD><E98EBF><EFBFBD> AICopilot.tsx        # AI撖寡<E69296>靘扯器<E689AF>?  <20>?  <20>鎿<EFBFBD><E98EBF><EFBFBD> FileUploader.tsx     # <20><>辣銝𠹺<E98A9D>
<0A>?  <20>鎿<EFBFBD><E98EBF><EFBFBD> Toolbar.tsx          # 憿園<E686BF>撌亙<E6928C><E4BA99>?  <20>?  <20>婙<EFBFBD><E5A999><EFBFBD> ChatMessage.tsx      # 撖寡<E69296>瘨<EFBFBD><E798A8>蝏<EFBFBD>辣
<0A>鎿<EFBFBD><E98EBF><EFBFBD> hooks/
<0A>?  <20>鎿<EFBFBD><E98EBF><EFBFBD> useSession.ts        # Session蝞∠<E89D9E>
<0A>?  <20>婙<EFBFBD><E5A999><EFBFBD> useAIChat.ts         # AI撖寡<E69296>
<0A>鎿<EFBFBD><E98EBF><EFBFBD> types.ts                 # TypeScript蝐餃<E89D90>摰帋<E691B0>
<0A>婙<EFBFBD><E5A999><EFBFBD> api.ts                   # API撠<49><E692A0>
  • P0 摰㕑<E691B0>靘肽<E99D98> 
    cd frontend-v2
npm install ag-grid-react ag-grid-community xlsx

銝駁△<EFBFBD>Ｗ<EFBFBD>撅<EFBFBD>

  • P0 摰䂿緵 index.tsx嚗<EFBFBD>蜓撣<EFBFBD><EFBFBD>嚗? - [ ] 撌虫儒嚗𡁏㺭<F0A1818F>株”<E6A0AA>澆躹<E6BE86><E8BAB9><EFBFBD>70%摰賢漲嚗? - [ ] <20>喃儒嚗鋫I Copilot靘扯器<E689AF>𧶏<EFBFBD>30%摰賢漲嚗? - [ ] 憿園<E686BF>嚗𡁏<E59A97>撟喳極<E596B3>瑟<EFBFBD>嚗<EFBFBD><E59A97>隞嗡<E99A9E>隡𨬭<E99AA1><F0A8ACAD>紡<EFBFBD>箝<EFBFBD><E7AE9D>伃<EFBFBD><E4BC83>嚗? - [ ] <20>嗆<EFBFBD><E59786>恣<EFBFBD><E681A3><EFBFBD>useState/useReducer

  • P1 摰䂿緵 FileUploader.tsx

    • <EFBFBD>𡝗嗻銝𠹺<EFBFBD><EFBFBD>舀<EFBFBD>
    • <EFBFBD><EFBFBD>辣蝐餃<EFBFBD>撉諹<EFBFBD>嚗<EFBFBD><EFBFBD>Excel嚗? - [ ] <20><>辣憭批<E686AD><E689B9>𣂼<EFBFBD>嚗?0MB嚗? - [ ] 銝𠹺<E98A9D>餈𥕦漲<F0A595A6>曄內

撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>

  • 憿菟𢒰撣<EFBFBD><EFBFBD>甇<EFBFBD>＆嚗<EFBFBD>椰銵冽聢<EFBFBD>莧I嚗?- [ ] <20>賣<EFBFBD><E8B3A3>煺<EFBFBD>隡𪊲xcel<65><6C>辣
  • 銝𠹺<EFBFBD><EFBFBD>舘<EFBFBD><EFBFBD>见<EFBFBD><EFBFBD>㰘蝸<EFBFBD>嗆<EFBFBD>?- [ ] <20>滚<EFBFBD>撘誩<E69298>撅<EFBFBD>嚗<EFBFBD><E59A97>撠誩捐摨?280px嚗?

Day 5嚗𡁏㺭<F0A1818F>株”<E6A0AA>澆<EFBFBD><E6BE86>堆<EFBFBD>AG Grid嚗?

DataTable蝏<EFBFBD>辣

  • P0 摰䂿緵 DataTable.tsx

    • <EFBFBD><EFBFBD><EFBFBD>AG Grid
    • <EFBFBD>冽<EFBFBD><EFBFBD><EFBFBD>摰帋<EFBFBD>嚗<EFBFBD>覔<EFBFBD>圃xcel<EFBFBD>芸𢆡<EFBFBD><EFBFBD><EFBFBD>嚗? - [ ] <20>訫<EFBFBD><E8A8AB>潛<EFBFBD>颲穃<E9A2B2><E7A983>? - [ ] <20>𤩺㺭<F0A4A9BA>格<EFBFBD>霈堆<E99C88>暺<EFBFBD>𠧧擃䀝漁嚗? - [ ] <20><>△<EFBFBD>舀<EFBFBD>嚗<EFBFBD><E59A97>憿?00銵䕘<E98AB5>

  • P1 <20>滨蔭AG Grid銝駁<E98A9D>

    • 雿輻鍂 ag-theme-alpine
    • <EFBFBD>芸<EFBFBD>銋㗇甅撘𧶏<EFBFBD>Ant Design憌擧聢嚗? - [ ] <20>堒捐<E5A092>芷<EFBFBD><E88AB7><EFBFBD>

  • P1 銵冽聢<E586BD>蠘<EFBFBD>

    • <EFBFBD>埈<EFBFBD>摨? - [ ] <20>㛖<EFBFBD><E39B96>? - [ ] 銵屸<E98AB5>㗇𥋘嚗<F0A58B98><E59A97><EFBFBD>㚁<EFBFBD>
    • 撖澆枂CSV嚗㇁G Grid<69><64>蔭嚗?

撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>

  • <EFBFBD>賣迤蝖格遬蝷慟xcel<EFBFBD>唳旿嚗?00銵?嚗?- [ ] <20>堒捐<E5A092>芷<EFBFBD><E88AB7><EFBFBD>銝𥪜虾<F0A5AA9C>见𢆡靚<F0A286A1>㟲
  • <EFBFBD>訫<EFBFBD><EFBFBD>潛<EFBFBD>颲穃<EFBFBD><EFBFBD>厰<EFBFBD><EFBFBD>脫<EFBFBD>霈?- [ ] 銵冽聢<E586BD>扯<EFBFBD>瘚<EFBFBD><E7989A>嚗?000銵䔶<E98AB5><E494B6>⊿▼嚗?

<EFBFBD><EFBFBD> Week 2嚗𡁏瓲敹<E793B2><E695B9><EFBFBD>賢<EFBFBD><E8B3A2>堆<EFBFBD>Day 6-10嚗?

Day 6嚗鋫I撖寡<E69296>UI

AICopilot蝏<EFBFBD>辣

  • P0 摰䂿緵 AICopilot.tsx
    • 撖寡<EFBFBD>瘨<EFBFBD><EFBFBD><EFBFBD>𡑒”嚗<EFBFBD><EFBFBD><EFBFBD>剁<EFBFBD>
    • 颲枏<EFBFBD>獢<EFBFBD><EFBFBD>憭朞<EFBFBD>嚗峕𣈲<EFBFBD><EFBFBD>nter<EFBFBD>煾<EFBFBD><EFBFBD><EFBFBD>
    • <EFBFBD>煾<EFBFBD><EFBFBD><EFBFBD><EFBFBD>? - [ ] <20>㰘蝸<E3B098>嗆<EFBFBD><E59786><EFBFBD>AI<41>肽<EFBFBD><E882BD>葉...嚗?
  • P0 摰䂿緵 ChatMessage.tsx
    • <EFBFBD>冽<EFBFBD>瘨<EFBFBD><EFBFBD>嚗<EFBFBD>𢰧撖寥<EFBFBD>嚗諹<EFBFBD><EFBFBD>莎<EFBFBD>
    • AI瘨<EFBFBD><EFBFBD>嚗<EFBFBD>椰撖寥<EFBFBD>嚗𣬚<EFBFBD><EFBFBD>莎<EFBFBD>
    • 隞<EFBFBD><EFBFBD><EFBFBD>烾<EFBFBD>鈭殷<EFBFBD>雿輻鍂 react-syntax-highlighter嚗? - [ ] <20>園𡢿<E59C92>單遬蝷?
  • P1 瘨<><E798A8><EFBFBD><EFBFBD>蟮蝞∠<E89D9E>
    • 靽嘥<EFBFBD><EFBFBD>追ocalStorage
    • <EFBFBD><EFBFBD>憭帋<EFBFBD>摮?0<>? - [ ] 皜<>征<EFBFBD><E5BE81>蟮<EFBFBD>厰僼

撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>

  • 撖寡<EFBFBD><EFBFBD>屸𢒰蝢舘<EFBFBD>嚗<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>贝挽霈∴<EFBFBD>
  • 瘨<EFBFBD><EFBFBD><EFBFBD>煾<EFBFBD>?<3F>交𤣰瘚<F0A4A3B0><E7989A>
  • 隞<EFBFBD><EFBFBD><EFBFBD>埈迤蝖桅<EFBFBD>鈭?- [ ] 皛𡁜𢆡<F0A1819C>唳<EFBFBD><E594B3>唳<EFBFBD><E594B3>?

Day 7嚗鋫I<E98BAB><49><EFBFBD>隞<EFBFBD><E99A9E><EFBFBD><EFBFBD><EFBFBD> 潃?

API<EFBFBD><EFBFBD><EFBFBD>

  • P0 摰䂿緵 api.ts

    • uploadFile(file) - 銝𠹺<E98A9D>Excel
    • sendMessage(sessionId, message) - <20>煾<EFBFBD><E785BE>I瘨<49><E798A8>
    • executeCode(sessionId, code) - <20>扯<EFBFBD>隞<EFBFBD><E99A9E>
    • getSessionData(sessionId) - <20>瑕<EFBFBD><E79195>唳旿

  • P0 <20>𡒊垢API摰䂿緵嚗ǑToolCController.ts嚗? - [ ] POST /api/v1/dc/tool-c/upload` - <20><>辣銝𠹺<E98A9D>

    • POST /api/v1/dc/tool-c/chat - AI撖寡<E69296>
    • POST /api/v1/dc/tool-c/execute - <20>扯<EFBFBD>隞<EFBFBD><E99A9E>
    • GET /api/v1/dc/tool-c/sessions/:id - <20>瑕<EFBFBD>隡朞<E99AA1>

銝𡁜𦛚<EFBFBD>餉<EFBFBD>摰䂿緵

  • P0 摰䂿緵摰峕㟲瘚<E39FB2><E7989A>

    1. <EFBFBD>冽<EFBFBD><EFBFBD>煾<EFBFBD><EFBFBD><EFBFBD><EFBFBD>?<3F>?AICodeService<63><65><EFBFBD>隞<EFBFBD><E99A9E>
    2. <EFBFBD>滨垢撅閧內<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>誨<EFBFBD><EFBFBD><EFBFBD>Markdown<EFBFBD>澆<EFBFBD>嚗? 3. [ ] <20>冽<EFBFBD><E586BD>孵稬"<22>扯<EFBFBD>"<22>厰僼 <20>?靚<>鍂Python<6F>滚𦛚
    3. <EFBFBD>扯<EFBFBD><EFBFBD>𣂼<EFBFBD> <20>?<3F>瑟鰵銵冽聢<E586BD>唳旿
    4. <EFBFBD>扯<EFBFBD>憭梯揖 <20>?AI<41>芣<EFBFBD>靽桀<E99DBD> <20>?<3F>滩<EFBFBD>

  • P1 <20>躰秤憭<E7A7A4><E686AD>

    • AST璉<EFBFBD><EFBFBD>亙仃韐?<3F>?<3F>鞟內<E99E9F>冽<EFBFBD>
    • <EFBFBD>扯<EFBFBD>頞<EFBFBD>𧒄嚗?0蝘𡜐<E89D98> <20>?<3F>鞟內<E99E9F>冽<EFBFBD>
    • AI<EFBFBD><EFBFBD><EFBFBD>憭梯揖 <20>?<3F>滩<EFBFBD><E6BBA9>箏<EFBFBD>

撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>

  • <EFBFBD>箇<EFBFBD><EFBFBD>箸艶瘚贝<EFBFBD>嚗?銝迎<E98A9D><E8BF8E>𣂼<EFBFBD><F0A382BC>?> 90%
    • "<22>𠰴僑樴<E58391>之鈭?0<><30><EFBFBD>霈唬蛹<E594AC><E89BB9>僑蝏?
    • "<22>𣳇膄<F0A3B387><E88684><EFBFBD>㗇<EFBFBD><E39787><EFBFBD>D銝箇征<E7AE87><E5BE81><EFBFBD>"
    • "<22>𦠜<EFBFBD>批<EFBFBD>頧砌蛹<E7A08C>啣<EFBFBD>嚗𣬚琸1憟?"
    • "霈∠<E99C88>BMI = 雿㯄<E99BBF> / (頨恍<E9A0A8>/100)^2"
    • "<22>𣳇膄蝻箏仃<E7AE8F><E4BB83><EFBFBD>餈?0%<25><><EFBFBD>"

Day 8嚗䦧I<E4A6A7><49><EFBFBD><EFBFBD>箏<EFBFBD>

鈭埝棅<EFBFBD><EFBFBD><EFBFBD><EFBFBD>?- [ ] P0 <20>滨垢<E6BBA8>嗆<EFBFBD><E59786>恣<EFBFBD>? - [ ] 瘛餃<E7989B> isAIProcessing <20>嗆<EFBFBD>? - [ ] AI撖寡<E69296>銝?<3F>?<3F><><EFBFBD>銵冽聢蝻𤥁<E89DBB>

  • <EFBFBD>曄內<EFBFBD>见末<EFBFBD>鞟內嚗?AI甇<49>銁憭<E98A81><E686AD>嚗諹窈蝔滚<E89D94>?.."

  • P0 銵冽聢<E586BD><E881A2><EFBFBD><EFBFBD>餉<EFBFBD>

    • isAIProcessing=true <20>?AG Grid霈曄蔭銝箏蘨霂? - [ ] 蝳<>鍂撌亙<E6928C><E4BA99>𤩺<EFBFBD><F0A4A9BA>殷<EFBFBD>撖澆枂<E6BE86>文<EFBFBD>嚗? - [ ] <20>曄內<E69B84>𢠃<EFBFBD>𤩺<EFBFBD><F0A4A9BA>坔<EFBFBD>

  • P1 閫<><E996AB><EFBFBD>漤<EFBFBD>

    • 銵冽聢<EFBFBD>𢠃<EFBFBD>𤩺<EFBFBD>嚗èpacity: 0.6嚗? - [ ] <20>曄內<E69B84>㰘蝸<E3B098>函𤫇
    • 憿園<EFBFBD><EFBFBD>曄內餈𥕦漲<EFBFBD>?

撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>

  • AI憭<EFBFBD><EFBFBD><EFBFBD>塚<EFBFBD>銵冽聢<EFBFBD>䭾<EFBFBD>蝻𤥁<EFBFBD>
  • <EFBFBD><EFBFBD><EFBFBD><EFBFBD>嗆<EFBFBD><EFBFBD><EFBFBD><EFBFBD>擧遬<EFBFBD><EFBFBD><EFBFBD>閫匧<EFBFBD>擐?- [ ] AI摰峕<E691B0><E5B395>𠬍<EFBFBD>銵冽聢<E586BD>芸𢆡閫<F0A286A1><E996AB>
  • <EFBFBD>冽<EFBFBD>雿㯄<EFBFBD>瘚<EFBFBD><EFBFBD>嚗<EFBFBD><EFBFBD><EFBFBD>⊿▼嚗?

Day 9嚗朞䌊<E69C9E>冽<EFBFBD><E586BD>亦<EFBFBD>嚗㇃heckpoint嚗?

<EFBFBD>唳旿敹怎<EFBFBD>蝞∠<EFBFBD>

  • P0 摰䂿緵璉<E7B7B5><E79289>亦<EFBFBD><E4BAA6>餉<EFBFBD>

    • 瘥𤩺活AI<EFBFBD>扯<EFBFBD><EFBFBD>𣂼<EFBFBD> <20>?<3F>芸𢆡靽嘥<E99DBD>敹怎<E695B9>
    • <EFBFBD><EFBFBD>憭帋<EFBFBD>摮?0銝芣<E98A9D><E88AA3>亦<EFBFBD>
    • 敹怎<EFBFBD><EFBFBD>唳旿摮睃<EFBFBD><EFBFBD>記SS嚗<EFBFBD><EFBFBD>蝻咐SON嚗?

  • P0 <20>墧<EFBFBD><E5A2A7>蠘<EFBFBD>

    • 撌亙<EFBFBD><EFBFBD>𤩺溶<EFBFBD>?<3F>日<EFBFBD>"<22>厰僼
    • <EFBFBD>孵稬<EFBFBD>日<EFBFBD> <20>?<3F>Ｗ<EFBFBD><EFBCB7>唬<EFBFBD>銝<EFBFBD>銝芣<E98A9D><E88AA3>亦<EFBFBD>
    • <EFBFBD><EFBFBD>憭𡁏𣈲<EFBFBD>?0甈⊥伃<E28AA5><E4BC83>

  • P1 璉<><E79289>亦<EFBFBD><E4BAA6>𡑒”UI

    • 靘扯器<EFBFBD>𤩺遬蝷箸<EFBFBD><EFBFBD>亦<EFBFBD><EFBFBD>𡑒”
    • 瘥譍葵璉<EFBFBD><EFBFBD>亦<EFBFBD><EFBFBD>曄內嚗𡁏𧒄<EFBFBD>氬<EFBFBD><EFBFBD><EFBFBD>雿𨀣<EFBFBD>餈? - [ ] <20>孵稬璉<E7A8AC><E79289>亦<EFBFBD> <20>?<3F>Ｗ<EFBFBD><EFBCB7>啗砲<E59597>嗆<EFBFBD>?

撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>

  • 瘥𤩺活AI<EFBFBD>滢<EFBFBD><EFBFBD>舘䌊<EFBFBD>其<EFBFBD>摮䀹<EFBFBD><EFBFBD>亦<EFBFBD>
  • <EFBFBD>日<EFBFBD><EFBFBD>蠘<EFBFBD>甇<EFBFBD>虜撌乩<EFBFBD>
  • 敹怎<EFBFBD><EFBFBD>唳旿甇<EFBFBD>＆摮睃<EFBFBD><EFBFBD>記SS
  • 10銝芣<EFBFBD><EFBFBD>亦<EFBFBD><EFBFBD>𠬍<EFBFBD><EFBFBD>芸𢆡<EFBFBD>𣳇膄<EFBFBD><EFBFBD><EFBFBD>抒<EFBFBD>

Day 10嚗鍃xcel撖澆枂

撖澆枂<EFBFBD>蠘<EFBFBD>摰䂿緵

  • P0 <20>𡒊垢撖澆枂API

    • POST /api/v1/dc/tool-c/export/:sessionId
    • 雿輻鍂 openpyxl嚗㇊ython嚗㗇<EFBFBD> xlsx嚗𠃊ode.js嚗? - [ ] 靽萘<E99DBD><E89098>笔<EFBFBD>Excel<65>澆<EFBFBD>嚗<EFBFBD>虾<EFBFBD>㚁<EFBFBD>MVP<56>航歲餈<E6ADB2><E9A488>

  • P0 <20>滨垢撖澆枂<E6BE86>厰僼

    • 撌亙<EFBFBD><EFBFBD>𤩺溶<EFBFBD>?撖澆枂"<22>厰僼
    • <EFBFBD>孵稬 <20>?銝贝蝸Excel<65><6C>辣
    • <EFBFBD><EFBFBD>辣<EFBFBD>㵪<EFBFBD><EFBFBD><EFBFBD><EFBFBD>隞嗅<EFBFBD>_cleaned_YYYYMMDD.xlsx

  • P1 撖澆枂<E6BE86>厰★嚗<E29885>虾<EFBFBD>㚁<EFBFBD>

    • 隞<EFBFBD>紡<EFBFBD>箔耨<EFBFBD>寧<EFBFBD>銵? - [ ] 靽萘<E99DBD><E89098>瑕<EFBFBD>嚗<EFBFBD><E59A97><EFBFBD><EFBFBD><EFBFBD><EFBFBD>臬辣<E887AC>𠬍<EFBFBD>

撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>

  • <EFBFBD>賣<EFBFBD><EFBFBD>笔紡<EFBFBD>慟xcel<EFBFBD><EFBFBD>辣
  • 撖澆枂<EFBFBD><EFBFBD>㺭<EFBFBD>桐<EFBFBD>銵冽聢銝<EFBFBD><EFBFBD>?- [ ] <20><>辣<EFBFBD>齿迤蝖?- [ ] 銝贝蝸<E8B49D>笔漲敹恬<E695B9>< 3蝘𡜐<E89D98>

<EFBFBD><EFBFBD> Week 3嚗𡁏<E59A97>霂蓥<E99C82><E893A5>吔<EFBFBD>Day 11-15嚗?

Day 11嚗帋葉蝑匧㦤<E58CA7>舀<EFBFBD>霂?<3F>椬

瘚贝<EFBFBD><EFBFBD>其<EFBFBD><EFBFBD>扯<EFBFBD>

  • P0 <20><><EFBFBD>瘚贝<E7989A><E8B49D>唳旿

    • <EFBFBD>𥕦遣瘚贝<EFBFBD>Excel<EFBFBD><EFBFBD>辣嚗<EFBFBD><EFBFBD><EFBFBD>怠<EFBFBD>銝芸<EFBFBD>嚗? - [ ] <20><>鉄<EFBFBD>笔<EFBFBD><E7AC94>餌<EFBFBD><E9A48C>唳旿蝷箔<E89DB7>

  • P0 銝剔<E98A9D><E58994>箸艶瘚贝<E7989A>嚗?銝迎<E98A9D>

    1. "<22>𡃏<EFBFBD><F0A1838F>剜𠯫<E5899C>笔<EFBFBD><E7AC94>粹堺<E7B2B9>交<EFBFBD>霈∠<E99C88>憭拇㺭撌殷<E6928C>憒<EFBFBD><E68692><EFBFBD>粹堺<E7B2B9>交<EFBFBD><E4BAA4>拐<EFBFBD>霂𦠜鱏<F0A6A09C>交<EFBFBD><E4BAA4>蹱<EFBFBD>霈唬蛹撘<E89BB9>虜"
    2. "<22>寞旿<E5AF9E>賜<EFBFBD><E8B39C>𠺶<EFBFBD><F0A0BAB6>葉<EFBFBD>抒<EFBFBD>蝏<EFBFBD><E89D8F><EFBFBD><EFBFBD><EFBFBD>撌渡<E6928C><E6B8A1>硺<EFBFBD>銝芣<E98A9D><E88AA3><EFBFBD><EFBFBD>霈∠<E99C88>NLR嚗<52>僎<EFBFBD>?.5<EFBFBD><EFBFBD>蛹擃䀝<EFBFBD>銝斤<EFBFBD>"
    3. "隞𡒊<E99A9E><F0A1928A><EFBFBD>𥁒<EFBFBD>𠰴<EFBFBD>銝剜<E98A9D><E5899C>巁NM<4E><4D><EFBFBD>嚗𣬚<E59A97><F0A3AC9A>鞉鰵<E99E89>?
    4. "<22>𡃏<EFBFBD><F0A1838F>见<EFBFBD><E8A781>?120/80'<27>澆<EFBFBD><E6BE86><EFBFBD><EFBFBD><EFBFBD>鞉𤣰蝻拙<E89DBB><E68B99>諹<EFBFBD>撘惩<E69298>嚗<EFBFBD>僎<EFBFBD>斗鱏<E69697>臬炏擃䁅<E69383><E48185>?
    5. "<22>𣳇膄<F0A3B387>滚<EFBFBD><E6BB9A><EFBFBD><EFBFBD><EFBFBD><EFBFBD>D嚗䔶<E59A97><E494B6>蹱<EFBFBD><E8B9B1>啁<EFBFBD>銝<EFBFBD><E98A9D>∟扇敶𤏪<E695B6><F0A48FAA>寞旿撠梯<E692A0><E6A2AF>交<EFBFBD>嚗?

隡睃<EFBFBD>AI Prompt

  • P1 <20>寞旿憭梯揖獢<E68F96><E78DA2>隡睃<E99AA1>Prompt
    • 憓𧼮<EFBFBD><EFBFBD>躰秤憭<EFBFBD><EFBFBD>蝷箔<EFBFBD>
    • 撘箏<EFBFBD>銝剜<EFBFBD><EFBFBD>堒<EFBFBD>憭<EFBFBD><EFBFBD>
    • 憓𧼮<EFBFBD>颲寧<EFBFBD><EFBFBD><EFBFBD><EFBFBD>霂湔<EFBFBD>

撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>

  • *銝剔<EFBFBD><EFBFBD>箸艶<EFBFBD>𣂼<EFBFBD><EFBFBD>?> 80%嚗?/5<>𣂼<EFBFBD>嚗?

Day 12嚗𡁻<E59A97>蝥批㦤<E689B9>舀<EFBFBD>霂?<3F>𣞁

擃条漣<EFBFBD>箸艶瘚贝<EFBFBD>嚗?銝迎<E98A9D>

  • P0 憭齿<E686AD><E9BDBF>箸艶瘚贝<E7989A>
    1. "撖嫣<E69296>瘥譍葵<E8AD8D><E891B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>曉枂蝚砌<E89D9A>甈∪<E79488><E288AA>埈𠯫<E59F88>笔<EFBFBD><E7AC94><EFBFBD><EFBFBD>𦒘<EFBFBD>甈∪<E79488><E288AA>埈𠯫<E59F88><F0A0AFAB><EFBFBD>霈∠<E99C88><E288A0>𣇉<EFBFBD><F0A38789><EFBFBD>賒<EFBFBD>園𡢿"
    2. "<22><><EFBFBD><EFBFBD>笔<EFBFBD><E7AC94>嗆<EFBFBD><E59786><EFBFBD><EFBFBD>笔<EFBFBD><E7AC94>園𡢿"嚗<><E59A97><EFBFBD><EFBFBD>辺隞園<E99A9E>餉<EFBFBD>嚗? 3. [ ] "<22>寞旿ALT<4C><54>ST<53><54>LP<4C><50>BIL<49>斗鱏<E69697>嘥<EFBFBD><E598A5>賢<EFBFBD>蝥?
    3. "<22>㗇<EFBFBD><E39787><EFBFBD>D<EFBFBD><44><EFBFBD>嚗諹恣蝞埈<E89D9E>甈⊿<E79488>霈輻㮾瘥𥪯<E798A5>甈∠<E79488><E288A0>輻𠈔憭批<E686AD><E689B9>睃<EFBFBD><E79D83>?
    4. "<22>寞旿<E5AF9E>仿堺<E4BBBF>園𡢿嚗諹恣蝞堒迤<E5A092><E8BFA4><EFBFBD><EFBFBD>𧶏<EFBFBD>蝏蠘恣銝滚<E98A9D>摮<EFBFBD><E691AE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>犖<EFBFBD>?

Prompt瘛勗漲隡睃<EFBFBD>

  • P1 <20><>笆憭梯揖<E6A2AF>箸艶隡睃<E99AA1>
    • 憓𧼮<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>𡁜<EFBFBD>蝷箔<EFBFBD>
    • 憓𧼮<EFBFBD><EFBFBD>園𡢿摨誩<EFBFBD>蝷箔<EFBFBD>
    • 憓𧼮<EFBFBD><EFBFBD>餃郎閫<EFBFBD><EFBFBD>蝷箔<EFBFBD>

撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>

  • *擃条漣<EFBFBD>箸艶<EFBFBD>𣂼<EFBFBD><EFBFBD>?> 60%嚗?/5<>𣂼<EFBFBD>嚗?
  • *<EFBFBD>颱<EFBFBD><EFBFBD>𣂼<EFBFBD><EFBFBD>?> 80%嚗?2/15<31>𣂼<EFBFBD>嚗?

Day 13嚗𡁏<E59A97>扯<EFBFBD>隡睃<E99AA1>

<EFBFBD>扯<EFBFBD>瘚贝<EFBFBD>

  • P1 瘚贝<E7989A><E8B49D>扯<EFBFBD><E689AF><EFBFBD><EFBFBD>
    • <EFBFBD><EFBFBD>辣銝𠹺<EFBFBD><EFBFBD>笔漲嚗?0MB<4D><42>辣 < 5蝘𡜐<E89D98>
    • AI隞<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>笔漲嚗? 10蝘𡜐<E89D98>
    • Python<EFBFBD>扯<EFBFBD><EFBFBD>笔漲嚗? 5蝘𡜐<E89D98>
    • 銵冽聢<EFBFBD>瑟鰵<EFBFBD>笔漲嚗? 2蝘𡜐<E89D98>
    • 蝡臬<EFBFBD>蝡舀<EFBFBD>蝔页<EFBFBD>< 20蝘𡜐<E89D98>

隡睃<EFBFBD><EFBFBD>芣鴌

  • P1 <20>滨垢隡睃<E99AA1>
    • AG Grid<69>𡁏<EFBFBD>皛𡁜𢆡
    • React.memo隡睃<E99AA1>皜脫<E79A9C>
    • <EFBFBD>脫<EFBFBD>颲枏<EFBFBD>嚗Ê̌ebounce 300ms嚗?
  • P1 <20>𡒊垢隡睃<E99AA1>
    • <EFBFBD>唳旿<EFBFBD>讠憬嚗㇉SS銝𠹺<EFBFBD><EFBFBD>㵪<EFBFBD>
    • 蝻枏<EFBFBD>隡朞<EFBFBD><EFBFBD>唳旿嚗㇌edis<EFBFBD>舫<EFBFBD>㚁<EFBFBD>
    • 撟嗅<EFBFBD><EFBFBD>批<EFBFBD>嚗<EFBFBD><EFBFBD><EFBFBD>嗅<EFBFBD><EFBFBD>嗆<EFBFBD>銵峕㺭嚗?

撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>

  • 蝡臬<EFBFBD>蝡舀<EFBFBD>雿?< 20蝘?- [ ] 1000銵峕㺭<E5B395>株”<E6A0AA>潔<EFBFBD><E6BD94>⊿▼
  • <EFBFBD>惩<EFBFBD>摮䀹<EFBFBD>瞍?

Day 14嚗𡁻<E59A97><F0A181BB>鞉<EFBFBD>霂?

蝡臬<EFBFBD>蝡舀<EFBFBD>霂?- [ ] P0 摰峕㟲瘚<E39FB2><E7989A>瘚贝<E7989A>嚗?0甈∴<E79488>

  1. 銝𠹺<EFBFBD>Excel<EFBFBD><EFBFBD>辣
  2. <EFBFBD>亦<EFBFBD><EFBFBD>唳旿銵冽聢
  3. <EFBFBD>煾<EFBFBD><EFBFBD>I<EFBFBD><EFBFBD>誘
  4. <EFBFBD>扯<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>誨<EFBFBD>? 5. [ ] 撉諹<E69289>銵冽聢<E586BD>瑟鰵
  5. 瘚贝<EFBFBD><EFBFBD>日<EFBFBD><EFBFBD>蠘<EFBFBD>
  6. 撖澆枂Excel<EFBFBD><EFBFBD>辣
  7. 撉諹<EFBFBD>撖澆枂<EFBFBD>唳旿甇<EFBFBD>＆
  • P1 撘<>虜<EFBFBD>箸艶瘚贝<E7989A>
    • 銝𠹺<EFBFBD><EFBFBD>笔<EFBFBD><EFBFBD><EFBFBD>xcel<EFBFBD><EFBFBD>辣
    • <EFBFBD>煾<EFBFBD><EFBFBD>征瘨<EFBFBD><EFBFBD>
    • <EFBFBD>扯<EFBFBD><EFBFBD>梢埯隞<EFBFBD><EFBFBD>嚗<EFBFBD><EFBFBD>鋡急㜃<EFBFBD>迎<EFBFBD>
    • 蝵𤑳<EFBFBD><EFBFBD>剖<EFBFBD><EFBFBD>Ｗ<EFBFBD>

Bug靽桀<EFBFBD>

  • P1 靽桀<E99DBD>瘚贝<E7989A>銝剖<E98A9D><E58996>啁<EFBFBD><E59581>桅<EFBFBD>
    • 霈啣<EFBFBD><EFBFBD><EFBFBD><EFBFBD>实ug<EFBFBD>蚣itHub Issues
    • <EFBFBD>劐<EFBFBD><EFBFBD><EFBFBD>漣靽桀<EFBFBD>嚗㇊0 > P1 > P2嚗?

撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>

  • 蝡臬<EFBFBD>蝡舀<EFBFBD>蝔?00%<25>朞<EFBFBD>
  • <EFBFBD>蘯0蝥批<EFBFBD>bug
  • P1蝥批<EFBFBD>bug < 3銝?

Day 15嚗鐝VP撉峕𤣰 <20><>

<EFBFBD><EFBFBD>蝏<EFBFBD><EFBFBD><EFBFBD>嗆<EFBFBD>霂?- [ ] P0 15銝芸㦤<E88AB8>臬<EFBFBD>閬<EFBFBD><E996AC>瘚贝<E7989A>

  • <EFBFBD>箇<EFBFBD><EFBFBD>箸艶嚗?/5 <20>? - [ ] 銝剔<E98A9D><E58994>箸艶嚗?/5 <20>? - [ ] 擃条漣<E69DA1>箸艶嚗?/5 <20>? - [ ] <EFBFBD>颱<EFBFBD><EFBFBD>𣂼<EFBFBD><EFBFBD>?> 80%

  • P0 <20>𧼮<EFBFBD><F0A7BCAE>賣<EFBFBD>折<EFBFBD><E68A98>? - [ ] <20>扯<EFBFBD>嚗𡁶垢<F0A181B6>啁垢 < 20蝘?<3F>? - [ ] 摰匧<E691B0>嚗鋫ST<53>行⏛<E8A18C>梢埯隞<E59FAF><E99A9E> <20>? - [ ] 蝔喳<E89D94>嚗?0甈⊥<E79488>霂閙<E99C82>撏拇<E6928F> <20>? - [ ] <20>梶鍂嚗𡁶鍂<F0A181B6>瑁<EFBFBD><E79181>祉<EFBFBD>摰峕<E691B0>隞餃𦛚 <20>?

<EFBFBD><EFBFBD>﹝摰<EFBFBD><EFBFBD>

  • P1 <20>湔鰵<E6B994><E9B0B5>﹝
    • <EFBFBD>冽<EFBFBD>雿輻鍂<EFBFBD>见<EFBFBD>
    • API<EFBFBD>亙藁<EFBFBD><EFBFBD>﹝
    • <EFBFBD>函蔡<EFBFBD><EFBFBD><EFBFBD>
    • 撌脩䰻<EFBFBD>桅<EFBFBD>皜<EFBFBD><EFBFBD>

撉峕𤣰<EFBFBD>喟<EFBFBD>

  • <EFBFBD>?**<2A>朞<EFBFBD>**嚗𡁏<E59A97>颱<EFBFBD><E9A2B1>𣂼<EFBFBD><F0A382BC>?> 80%嚗諹<E59A97><E8ABB9>乩<EFBFBD>銝<EFBFBD><E98A9D>嗆挾
  • <EFBFBD>?憭梯揖嚗𡁏<EFBFBD>颱<EFBFBD><EFBFBD>𣂼<EFBFBD><EFBFBD>?< 60%嚗屸<E59A97>閬<EFBFBD>ivot<6F>唳芋<E594B3>踹<EFBFBD>璅∪<E79285>

<EFBFBD>𤣳 瘥𤩺𠯫蝡嗘<E89DA1>璉<EFBFBD><E79289>交<EFBFBD><E4BAA4>?

瘥誩予撌乩<EFBFBD>撘<EFBFBD>憪见<EFBFBD>

  • <EFBFBD>亦<EFBFBD><EFBFBD>冽𠯫<EFBFBD>㛖<EFBFBD><EFBFBD>桅<EFBFBD>
  • 蝖株恕隞𦠜𠯫隞餃𦛚皜<EFBFBD><EFBFBD>
  • 璉<EFBFBD><EFBFBD>亦㴓憓<EFBFBD>糓<EFBFBD>行迤撣賂<EFBFBD>Python<EFBFBD>滚𦛚<EFBFBD><EFBFBD>㺭<EFBFBD>桀<EFBFBD><EFBFBD><EFBFBD><EFBFBD>蝡留ev server嚗?

瘥誩予撌乩<EFBFBD>蝏𤘪<EFBFBD><EFBFBD>?- [ ] <20>湔鰵To-do List餈𥕦漲

  • <EFBFBD>𣂷漱隞<EFBFBD><EFBFBD><EFBFBD>蚣it嚗<EFBFBD><EFBFBD> <20>滩<EFBFBD>嚗<EFBFBD>俈甇Ｖ腺憭梧<E686AD>
  • 霈啣<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>䔮憸睃<EFBFBD>閫<EFBFBD><EFBFBD><EFBFBD>寞<EFBFBD>
  • 閫<EFBFBD><EFBFBD><EFBFBD>擧𠯫隞餃𦛚

<EFBFBD>𩤃<EFBFBD> 憌𡡞埯<F0A1A19E>鞟內

<EFBFBD><EFBFBD><EFBFBD>舫<EFBFBD><EFBFBD>?1. *AI<EFBFBD><EFBFBD><EFBFBD>韐券<EFBFBD>銝滨迅摰?

  • 蝻栞圾嚗𡁜<EFBFBD>頧格<EFBFBD>霂𤏪<EFBFBD>隡睃<EFBFBD>Prompt
  • 憭<EFBFBD><EFBFBD>㚁<EFBFBD>憭梯揖<EFBFBD>𦒘犖撌亦<EFBFBD><EFBFBD>蹱芋<EFBFBD>?
  1. Python<EFBFBD>扯<EFBFBD>摰匧<EFBFBD><EFBFBD>桅<EFBFBD>
    • 蝻栞圾嚗鋫ST<EFBFBD>蹱<EFBFBD><EFBFBD><EFBFBD><EFBFBD>?+ 頞<>𧒄<EFBFBD>批<EFBFBD>
    • 憭<EFBFBD><EFBFBD>㚁<EFBFBD>Docker瘝嗵拳<EFBFBD>𠉛氖嚗㇊hase 2嚗?
  2. *<EFBFBD>扯<EFBFBD>銝滩噢<EFBFBD>?
    • 蝻栞圾嚗𡁜<EFBFBD>甇乩<EFBFBD><EFBFBD>吔<EFBFBD>霈曉<EFBFBD><EFBFBD>扯<EFBFBD><EFBFBD>箏<EFBFBD>
    • 憭<EFBFBD><EFBFBD>㚁<EFBFBD><EFBFBD>滢<EFBFBD><EFBFBD>唳旿<EFBFBD>讛<EFBFBD>瘙<EFBFBD><EFBFBD>10MB <20>?5MB嚗?

餈𥕦漲憌𡡞埯

  1. AI<EFBFBD><EFBFBD><EFBFBD><EFBFBD>𣂼<EFBFBD><EFBFBD>?< 60%

    • 摨𥪜笆嚗𡁶揮<EFBFBD>乩<EFBFBD>霈殷<EFBFBD><EFBFBD>喳<EFBFBD><EFBFBD>臬炏Pivot

  2. *<EFBFBD>滨垢撘<EFBFBD><EFBFBD>穃辣<EFBFBD>?

    • 摨𥪜笆嚗𡁶<EFBFBD><EFBFBD>𨯅I嚗諹<EFBFBD><EFBFBD>行瓲敹<EFBFBD><EFBFBD><EFBFBD>?

<EFBFBD><EFBFBD> <20>𣂼<EFBFBD><F0A382BC><EFBFBD><EFBFBD>嚗<EFBFBD><E59A97>蝏<EFBFBD><E89D8F><EFBFBD>塚<EFBFBD>

<EFBFBD><EFBFBD><EFBFBD> <EFBFBD>格<EFBFBD> 敶枏<EFBFBD> <EFBFBD>嗆<EFBFBD>?
*<EFBFBD>箇<EFBFBD><EFBFBD>箸艶<EFBFBD>𣂼<EFBFBD><EFBFBD>? > 90% 0% <EFBFBD>𣞁
*銝剔<EFBFBD><EFBFBD>箸艶<EFBFBD>𣂼<EFBFBD><EFBFBD>? > 80% 0% <EFBFBD>𣞁
*擃条漣<EFBFBD>箸艶<EFBFBD>𣂼<EFBFBD><EFBFBD>? > 60% 0% <EFBFBD>𣞁
*<EFBFBD>颱<EFBFBD><EFBFBD>𣂼<EFBFBD><EFBFBD>? > 80% 0% <EFBFBD>𣞁
蝡臬<EFBFBD>蝡舀<EFBFBD>扯<EFBFBD> < 20蝘? 0蝘? <EFBFBD>𣞁
*隞<EFBFBD><EFBFBD>摰匧<EFBFBD><EFBFBD>? 100%<25>行⏛ 0% <EFBFBD>𣞁

<EFBFBD>㴓 銝衤<E98A9D>甇亥<E79487><E4BAA5>剁<EFBFBD><E58981>臬𢆡撘<F0A286A1><E69298>𡢅<EFBFBD>

蝡见朖撘<EFBFBD>憪页<EFBFBD>Day 1嚗?1. <EFBFBD>拙<EFBFBD>Python<EFBFBD>滚𦛚嚗?撠𤩺𧒄嚗? ```bash

cd AIclinicalresearch/extraction_service

<EFBFBD>𥕦遣dc_executor.py

<EFBFBD>拙<EFBFBD>main.py瘛餃<E7989B>2銝芰垢<E88AB0>? # 瘚贝<E7989A><E8B49D>滚𦛚


2. **<2A>𥕦遣<F0A595A6>𡒊垢<F0A1928A><E59EA2>辣憭?*嚗?撠𤩺𧒄嚗?   ```bash
cd AIclinicalresearch/backend/src/modules/dc
mkdir -p tool-c/services tool-c/controllers tool-c/routes tool-c/utils
  1. 摰䂿緵PythonExecutorService嚗?撠𤩺𧒄嚗? - 蝻硋<E89DBB>隞<EFBFBD><E99A9E>
    • <EFBFBD>訫<EFBFBD>瘚贝<EFBFBD>
    • <EFBFBD><EFBFBD><EFBFBD>瘚贝<EFBFBD>

<EFBFBD><EFBFBD><EFBFBD>憟賭<EFBFBD><EFBFBD>梹<EFBFBD>霈拇<EFBFBD>隞砍<EFBFBD>憪𠵿ay 1<><31><EFBFBD><EFBFBD>𡢅<EFBFBD> <20><>

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