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1b53ab9d52f6dff1d1c6c4320b5b9a12dc423141
AIclinicalresearch/docs/08-项目管理/下一阶段行动计划-V2.2-前端架构优先版.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

18 KiB
Raw Blame History

涓嬩竴闃舵<EFBFBD>琛屽姩璁″垝 V2.2 - 鍓嶇<E98D93>鏋舵瀯浼樺厛鐗?

*璁″垝鍛ㄦ湡锛? 2025-11-07 鑷?2025-12-06锛?鍛<>級
*鏍稿績鐩<EFBFBD>爣锛? Schema闅旂<E99785> + 鍓嶇<EFBFBD>缁熶竴鏋舵瀯 + ASL鏍稿績鍔熻兘
*鍒跺畾鏃堕棿锛? 2025-11-09
*鐗堟湰锛? V2.2锛堝墠绔<EFBFBD>灦鏋勪紭鍏堢増锛? 鏈€鍚庢洿鏂帮細 2025-11-09

馃挕 V2.2鐗堟牳蹇冭皟鏁?

*馃幆 鏈€澶у彉鍖栵細鍓嶇<E98D93>缁熶竴鏋舵瀯鎻愬墠鍒癢eek 2锛?

涓轰粈涔堣皟鏁达紵

V2.1鐗堥棶棰橈細

  • Week 2鍙<32>仛鍚庣<E98D9A>鍒嗗眰 + LLM缃戝叧
  • Week 3寮€鍙慉SL鏃讹紝鍓嶇<E98D93>杩樻槸鏁ｄ贡鐨?
  • 寮€鍙戝畬ASL鍚庡啀閲嶆瀯鍓嶇<EFBFBD> 鈫?澶ч噺杩斿伐

V2.2鐗堜紭鍖栵細

  • 鉁?Week 2鍏堝缓绔嬪墠绔<E5A2A0>粺涓€鏋舵瀯
  • 鉁?鎵€鏈夋ā鍧楁彃浠跺寲鎺ュ叆锛屼竴娆″埌浣?
  • 鉁?Week 3寮€鍙慉SL鏃讹紝鐩存帴鍦ㄧ粺涓€妗嗘灦涓?
  • 鉁?LLM缃戝叧鎺ㄨ繜鍒癢eek 5锛堢幇鏈夎皟鐢ㄥ凡澶熺敤锛?

馃幆 V2.2 vs V2.1 鍏抽敭宸<E695AD>紓

椤圭洰 V2.1鐗? *V2.2鐗? 猸? 鍘熷洜
Week 2閲嶇偣 鍚庣<EFBFBD>鍒嗗眰 + LLM缃戝叧 鍓嶇<EFBFBD>鏋舵瀯 + 鍚庣<E98D9A>鍒嗗眰 猸愨瓙猸? 鏋舵瀯鍏堣<EFBFBD>锛岄伩鍏嶈繑宸?
鍓嶇<EFBFBD>鏋舵瀯 鏈<EFBFBD>槑纭<EFBFBD>椂鏈? *Week 2涓婂崐鍛ㄥ畬鎴? 猸? ASL鍦ㄧ粺涓€妗嗘灦涓嬪紑鍙?
LLM缃戝叧 Week 2寮€鍙? 鎺ㄨ繜鍒癢eek 5 鉁? 鐜版湁璋冪敤宸瞱ork
CloseAI闆嗘垚 鏈<EFBFBD>彁鍙? *宸插畬鎴愰厤缃? 猸? 4涓狶LM鍙<EFBFBD>敤
*ASL寮€鍙戠幆澧? 鐙<EFBFBD>珛寮€鍙? *缁熶竴鏋舵瀯涓? 鉁? 閬垮厤鍚庢湡閲嶆瀯

馃搳 鏁翠綋瑙勫垝 - 鍥涘懆鍥涢樁娈?

Week 1              Week 2                      Week 3-4           Week 5+
Schema闅旂<E99785>    鈫?  鍓嶇<E98D93>鏋舵瀯+鍚庣<E98D9A>鍒嗗眰    鈫?   ASL鏍稿績寮€鍙?  鈫?  LLM缃戝叧+鍏朵粬妯″潡
(3璇︾粏+7绌?      (缁熶竴瀵艰埅+鎻掍欢鍖?         (鍦ㄧ粺涓€妗嗘灦涓?      (鎶藉彇缁熶竴缃戝叧)
闃舵<EFBFBD> 鏃堕棿 鏍稿績浠诲姟 浜や粯鎴愭灉 浼樺厛绾?
闃舵<EFBFBD>1 Week 1 Schema闅旂<EFBFBD>锛?璇︾粏+7绌猴級 10涓猄chema瀹屾垚 P0 猸愨瓙猸?
闃舵<EFBFBD>2 Week 2 鍓嶇<EFBFBD>缁熶竴鏋舵瀯 + 鍚庣<E98D9A>鍒嗗眰 猸? 缁熶竴瀵艰埅+妯″潡鎻掍欢鍖? P0 猸愨瓙猸?
闃舵<EFBFBD>3 Week 3-4 *ASL鏍稿績鍔熻兘锛?涓狶LM锛? 鏂囩尞绛涢€夊畬鏁存祦绋? P0 猸愨瓙猸?
闃舵<EFBFBD>4 Week 5+ LLM缃戝叧缁熶竴 + 鍏朵粬妯″潡 LLM缃戝叧+DC/RVW P1 猸愨瓙

馃殌 闃舵<E99783>1锛歋chema闅旂<E99785>锛圵eek 1锛夆渽 淇濇寔涓嶅彉

*鏃堕棿锛? 2025-11-07 鑷?2025-11-13锛?澶╋級
*绛栫暐锛? 3涓<33><E6B693>缁嗚縼绉?+ 7涓<37>┖Schema棰勭暀

璇︾粏璁捐<EFBFBD>+杩佺Щ锛?涓<>級猸?

1. platform_schema - 骞冲彴鍩虹<E98DA9>锛堣縼绉籾sers琛<73>級 2. aia_schema - AI鏅鸿兘闂<E58598>瓟锛堣縼绉?涓<>〃锛? 3. pkb_schema - 涓<>汉鐭ヨ瘑搴擄紙杩佺Щ2涓<32>〃锛?

绌篠chema棰勭暀锛?涓<>級馃搵

4. asl_schema - AI鏅鸿兘鏂囩尞锛圵eek 3璁捐<E79281>锛? 5. common_schema - 閫氱敤鑳藉姏 6-10. dc/rvw/admin/ssa/st_schema - 鍏朵粬妯″潡

Week 1璇︾粏浠诲姟

  • *Day 1-2锛? 3涓猄chema璇︾粏璁捐<E79281> + 7涓<37>┖Schema鍒涘缓SQL
  • *Day 3锛? 鎵ц<E98EB5>杩佺Щ锛岄獙璇佸姛鑳?
  • *Day 4锛? Prisma鏇存柊锛?涓<><E6B693>缁嗘ā鍨嬶級+ 琛ュ厖AIA/PKB鏁版嵁搴撴枃妗?
  • *Day 5锛? 浠ｇ爜閫傞厤 + 琛ュ厖AIA/PKB API鏂囨。 + Week 1鎬荤粨

浜や粯鐗╋細

  • 鉁?10涓猄chema鍏ㄩ儴鍒涘缓锛?璇︾粏+7绌猴級
  • 鉁?AIA鍜孭KB瀹屾暣鏂囨。锛堟暟鎹<E69A9F>簱+API锛?
  • 鉁?鐜版湁鍔熻兘姝ｅ父杩愯<E69DA9>

璇︾粏鍙傝€冿細 瑙乂2.1鐗圵eek 1閮ㄥ垎锛堝畬鍏ㄧ浉鍚岋級

馃帹 闃舵<E99783>2锛氬墠绔<E5A2A0>粺涓€鏋舵瀯 + 鍚庣<E98D9A>鍒嗗眰锛圵eek 2锛夆瓙猸愨瓙

*鏃堕棿锛? 2025-11-14 鑷?2025-11-20锛?澶╋級
*鏍稿績锛? 寤虹珛缁熶竴鍓嶇<E98D93>瀵艰埅妗嗘灦锛屾墍鏈夋ā鍧楁彃浠跺寲鎺ュ叆
*鐩<EFBFBD>爣锛? Week 3寮€鍙慉SL鏃讹紝鐩存帴鍦ㄧ粺涓€鏋舵瀯涓?

鏍稿績鍘熷垯锛氭灦鏋勫厛琛岋紝涓€娆″埌浣?猸愨瓙猸?

*涓轰粈涔堝墠绔<EFBFBD>灦鏋勮<EFBFBD>浼樺厛锛?

  1. 鉁?閬垮厤ASL寮€鍙戝畬鍚庡啀閲嶆瀯鍓嶇<E98D93>
  2. 鉁?涓€寮€濮嬪氨鍦ㄧ粺涓€妗嗘灦涓嬪紑鍙?
  3. 鉁?鍏朵粬妯″潡锛圓IA銆丳KB銆佸<E98A86>绋匡級鐩存帴鎺ュ叆
  4. 鉁?瀵艰埅銆佸竷灞€銆佽矾鐢变竴娆″埌浣?

Day 6-7锛堜笂鍗婂懆锛夛細鍓嶇<E98D93>缁熶竴鏋舵瀯 猸愨瓙猸?鏍稿績浠诲姟

Day 6涓婂崍锛氬墠绔<E5A2A0>灦鏋勮<E98F8B>璁?猸?鍏抽敭璁捐<E79281>

*浠诲姟锛氬墠绔<EFBFBD>灦鏋勬暣浣撹<EFBFBD>璁?

  • 姊崇悊鍓嶇<EFBFBD>鏋舵瀯闇€姹傚拰鐩<EFBFBD>爣
  • 纭<EFBFBD>畾鍓嶇<EFBFBD>鎶€鏈<EFBFBD>爤鍜屽伐鍏烽摼
  • 璁捐<EFBFBD>妯″潡娉ㄥ唽鏈哄埗
  • 璁捐<EFBFBD>缁熶竴瀵艰埅鍜屽竷灞€鏂规<EFBFBD>
  • 缂栧啓鍓嶇<EFBFBD>鏋舵瀯璁捐<EFBFBD>鏂囨。

*闇€瑕佽В鍐崇殑鏍稿績闂<EFBFBD><EFBFBD>锛?

1. 鎶€鏈<E282AC>爤閫夋嫨

  • UI缁勪欢搴撻€夋嫨锛圓nt Design? Material-UI? 鑷<>爺锛燂級
  • 璺<EFBFBD>敱鏂规<EFBFBD>锛圧eact Router閰嶇疆锛?
  • 鐘舵€佺<EFBFBD>鐞嗭紙Redux? Zustand? 涓嶇敤锛燂級
  • 鏋勫缓宸ュ叿锛堝綋鍓峍ite锛屾槸鍚﹂渶瑕佽皟鏁达紵锛?

2. 缁熶竴甯冨眬璁捐<E79281>

  • 椤堕儴瀵艰埅鏍忚<EFBFBD>璁★紙Logo銆佹ā鍧楀垏鎹€€佺敤鎴蜂俊鎭<EFBFBD>級
  • 渚ц竟鑿滃崟璁捐<EFBFBD>锛堟ā鍧楀唴瀵艰埅銆佹敹缂?灞曞紑锛?
  • 闈㈠寘灞戣<EFBFBD>璁★紙褰撳墠浣嶇疆鎸囩ず锛?
  • 涓诲唴瀹瑰尯甯冨眬

*3. 妯″潡鎻掍欢鍖栨満鍒?

  • 妯″潡濡備綍娉ㄥ唽鍒颁富搴旂敤锛?
  • 妯″潡璺<EFBFBD>敱濡備綍鍔ㄦ€佸姞杞斤紵
  • 妯″潡鏉冮檺濡備綍鎺у埗锛?
  • 妯″潡鏍峰紡濡備綍闅旂<EFBFBD>锛?

4. 瀵艰埅缁撴瀯璁捐<E79281>

  • 涓€绾у<EFBFBD>鑸<EFBFBD>細妯″潡绾э紙AIA銆丳KB銆丄SL銆佸<EFBFBD>绋跨瓑锛?
  • 浜岀骇瀵艰埅锛氬姛鑳界骇锛堥」鐩<EFBFBD><EFBFBD>鐞嗐€佸<EFBFBD>璇濄€佹枃鐚<EFBFBD>瓫閫夌瓑锛?
  • 瀵艰埅濡備綍鍝嶅簲寮忛€傞厤锛?

*杈撳嚭鏂囨。锛?

  • 01-骞冲彴鍩虹<E98DA9>灞?06-鍓嶇<E98D93>鏋舵瀯/04-鍓嶇<E98D93>鏋舵瀯瀹炴柦鏂规<E98F82>-V2.md
  • 鏇存柊锛歚01-骞冲彴鍩虹<E98DA9>灞?06-鍓嶇<E98D93>鏋舵瀯/01-鍓嶇<E98D93>鎬讳綋鏋舵瀯璁捐<E79281>.md`
  • 鏇存柊锛歚01-骞冲彴鍩虹<E98DA9>灞?06-鍓嶇<E98D93>鏋舵瀯/02-瀵艰埅缁撴瀯璁捐<E79281>.md`

鍙傝€冩枃妗ｏ細

  • 01-骞冲彴鍩虹<E98DA9>灞?06-鍓嶇<E98D93>鏋舵瀯/01-鍓嶇<E98D93>鎬讳綋鏋舵瀯璁捐<E79281>.md锛堢幇鏈夎<EFBFBD>璁★級
  • 01-骞冲彴鍩虹<E98DA9>灞?06-鍓嶇<E98D93>鏋舵瀯/02-瀵艰埅缁撴瀯璁捐<E79281>.md锛堢幇鏈夊<EFBFBD>鑸<EFBFBD>級
  • 01-骞冲彴鍩虹<E98DA9>灞?06-鍓嶇<E98D93>鏋舵瀯/03-鏋舵瀯鍘熷瀷鍥?html锛堝師鍨嬪弬鑰冿級

*璁捐<EFBFBD>瑕佺偣锛?

涓昏<EFBFBD>鑰冭檻锛?
1. 绠€鍗曟槗缁存姢锛堝崟浜哄紑鍙戯級
2. 妯″潡鍖栨竻鏅帮紙鏀<E7B499>寔鐙<E5AF94>珛寮€鍙戯級
3. 鎵╁睍鎬уソ锛堟柊妯″潡蹇<E6BDA1>€熸帴鍏ワ級
4. 鐢ㄦ埛浣撻獙浣筹紙缁熶竴鐨勪氦浜掗<E6B59C>鏍硷級

Day 6涓嬪崍-Day 7锛氬墠绔<E5A2A0>灦鏋勫疄鏂?

浠诲姟1锛氬垱寤虹粺涓€甯冨眬妗嗘灦

  • 鍒涘缓 frontend/src/layouts/MainLayout.tsx
    • 椤堕儴瀵艰埅鏍忕粍浠?
    • 渚ц竟鑿滃崟缁勪欢
    • 涓诲唴瀹瑰尯
    • 闈㈠寘灞戝<EFBFBD>鑸?
  • 鍒涘缓 frontend/src/components/TopNav.tsx
  • 鍒涘缓 frontend/src/components/SideMenu.tsx

*浠诲姟2锛氬疄鐜版ā鍧楁敞鍐屾満鍒?

  • 鍒涘缓 frontend/src/router/moduleRegistry.ts
  • 瀹氫箟妯″潡閰嶇疆鎺ュ彛
  • 瀹炵幇鍔ㄦ€佽矾鐢卞姞杞?
  • 瀹炵幇妯″潡鏉冮檺鎺у埗

*浠诲姟3锛氭暣鍚堢幇鏈夋ā鍧?

  • 閲嶆瀯AIA妯″潡鎺ュ叆缁熶竴瀵艰埅锛堢幇鏈夊姛鑳斤級
  • 閲嶆瀯PKB妯″潡鎺ュ叆缁熶竴瀵艰埅锛堢幇鏈夊姛鑳斤級
  • 閲嶆瀯瀹＄ǹ妯″潡鎺ュ叆缁熶竴瀵艰埅锛堢幇鏈夊姛鑳斤級

浠诲姟4锛氫负鏈<EFBFBD>潵妯″潡棰勭暀鍏ュ彛

  • ASL妯″潡鍏ュ彛锛堝崰浣嶇<EFBFBD>锛屾樉绀?寮€鍙戜腑"锛?
  • 鏁版嵁娓呮礂鍏ュ彛锛堝崰浣嶇<EFBFBD>锛?
  • 缁熻<EFBFBD>鍒嗘瀽鍏ュ彛锛堝崰浣嶇<EFBFBD>锛?
  • 杩愯惀绠＄悊鍏ュ彛锛堝崰浣嶇<EFBFBD>锛?

*鍓嶇<EFBFBD>鐩<EFBFBD>綍缁撴瀯锛?

frontend/
鈹溾攢鈹€ src/
鈹?  鈹溾攢鈹€ layouts/                    # 甯冨眬缁勪欢
鈹?  鈹?  鈹斺攢鈹€ MainLayout.tsx         # 缁熶竴甯冨眬锛氶《閮ㄥ<E996AE>鑸?渚ц竟鏍?
鈹?  鈹溾攢鈹€ components/                # 閫氱敤缁勪欢
鈹?  鈹?  鈹溾攢鈹€ TopNav.tsx             # 椤堕儴瀵艰埅鏍?
鈹?  鈹?  鈹溾攢鈹€ SideMenu.tsx           # 渚ц竟鑿滃崟
鈹?  鈹?  鈹斺攢鈹€ Breadcrumb.tsx         # 闈㈠寘灞?
鈹?  鈹溾攢鈹€ router/                    # 璺<>敱绠＄悊
鈹?  鈹?  鈹溾攢鈹€ index.tsx              # 涓昏矾鐢遍厤缃?
鈹?  鈹?  鈹斺攢鈹€ moduleRegistry.ts      # 妯″潡娉ㄥ唽涓<E594BD>績
鈹?  鈹溾攢鈹€ modules/                   # 妯″潡鍖栫洰褰?
鈹?  鈹?  鈹溾攢鈹€ aia/                   # AI鏅鸿兘闂<E58598>瓟锛堝凡鏈夛級
鈹?  鈹?  鈹?  鈹溾攢鈹€ routes.tsx         # 妯″潡璺<E6BDA1>敱
鈹?  鈹?  鈹?  鈹溾攢鈹€ pages/             # 椤甸潰缁勪欢
鈹?  鈹?  鈹?  鈹斺攢鈹€ index.ts           # 妯″潡瀵煎嚭
鈹?  鈹?  鈹溾攢鈹€ pkb/                   # 涓<>汉鐭ヨ瘑搴擄紙宸叉湁锛?
鈹?  鈹?  鈹溾攢鈹€ review/                # 瀹＄ǹ绯荤粺锛堝凡鏈夛級
鈹?  鈹?  鈹溾攢鈹€ asl/                   # AI鏅鸿兘鏂囩尞锛堝崰浣嶏級
鈹?  鈹?  鈹溾攢鈹€ dataClean/             # 鏁版嵁娓呮礂锛堝崰浣嶏級
鈹?  鈹?  鈹溾攢鈹€ statistics/            # 缁熻<E7BC81>鍒嗘瀽锛堝崰浣嶏級
鈹?  鈹?  鈹斺攢鈹€ admin/                 # 杩愯惀绠＄悊锛堝崰浣嶏級
鈹?  鈹斺攢鈹€ App.tsx                    # 搴旂敤鍏ュ彛

*楠屾敹鏍囧噯锛?

  • 鉁?缁熶竴甯冨眬鍒涘缓瀹屾垚
  • 鉁?3涓<33>幇鏈夋ā鍧楁垚鍔熸帴鍏ョ粺涓€瀵艰埅
  • 鉁?妯″潡鍒囨崲娴佺晠锛岃矾鐢辨<E990A2>甯?
  • 鉁?鍗犱綅妯″潡鏄剧ず"寮€鍙戜腑"鐘舵€?
  • 鉁?鍓嶇<E98D93>鏋舵瀯鏂囨。瀹屽杽

Day 8-9锛堜笅鍗婂懆锛夛細鍚庣<E98D9A>浠ｇ爜鍒嗗眰

*浠诲姟锛氬缓绔嬩笁灞備唬鐮佺粨鏋?

  • 鍒涘缓 platform/common/modules 涓夊眰鐩<E79CB0>綍
  • 杩佺Щ鐜版湁浠ｇ爜鍒版柊缁撴瀯
  • 寤虹珛缁熶竴閿欒<EFBFBD>澶勭悊
  • 寤虹珛缁熶竴鏃ュ織绯荤粺

*鍚庣<EFBFBD>鐩<EFBFBD>綍缁撴瀯锛?

backend/src/
鈹溾攢鈹€ platform/           # L1锛氬钩鍙板熀纭€灞?
鈹?  鈹溾攢鈹€ auth/          # 璁よ瘉锛圝WT銆丼ession锛?
鈹?  鈹溾攢鈹€ permissions/   # 鏉冮檺绠＄悊锛圧BAC锛?
鈹?  鈹斺攢鈹€ users/         # 鐢ㄦ埛鏈嶅姟
鈹溾攢鈹€ common/            # L2锛氶€氱敤鑳藉姏灞?
鈹?  鈹溾攢鈹€ llm/           # LLM璋冪敤锛堜繚鐣欑畝鍗曞疄鐜帮級
鈹?  鈹?  鈹溾攢鈹€ deepseek.ts
鈹?  鈹?  鈹溾攢鈹€ closeai.ts  # 猸?GPT-5 + Claude-4.5
鈹?  鈹?  鈹斺攢鈹€ qwen.ts
鈹?  鈹溾攢鈹€ files/         # 鏂囦欢澶勭悊
鈹?  鈹斺攢鈹€ utils/         # 宸ュ叿鍑芥暟
鈹斺攢鈹€ modules/           # L3锛氫笟鍔℃ā鍧楀眰
    鈹溾攢鈹€ aia/           # AI鏅鸿兘闂<E58598>瓟
    鈹溾攢鈹€ pkb/           # 涓<>汉鐭ヨ瘑搴?
    鈹溾攢鈹€ review/        # 瀹＄ǹ绯荤粺
    鈹斺攢鈹€ asl/           # AI鏅鸿兘鏂囩尞锛堝噯澶囩洰褰曪級

*璇存槑锛?

  • LLM璋冪敤鏆傛椂淇濈暀绠€鍗曞疄鐜帮紙宸插<EFBFBD>鐢<EFBFBD>級
  • Week 5鍐嶇粺涓€鎶藉彇LLM缃戝叧
  • CloseAI閰嶇疆宸插畬鎴愶紝鍙<EFBFBD>洿鎺ヤ娇鐢?

*楠屾敹鏍囧噯锛?

  • 鉁?涓夊眰鐩<E79CB0>綍缁撴瀯娓呮櫚
  • 鉁?鐜版湁浠ｇ爜杩佺Щ瀹屾垚
  • 鉁?缁熶竴閿欒<E996BF>澶勭悊鍜屾棩蹇楃郴缁?
  • 鉁?鐜版湁鍔熻兘鏃犲洖褰?

Day 10锛堝懆鏈<E68786>級锛歐eek 2楠屾敹 + Week 3鍑嗗<E98D91>

浠诲姟1锛歐eek 2鎬讳綋楠屾敹

  • 鍓嶇<EFBFBD>缁熶竴鏋舵瀯楠屾敹
  • 鍚庣<EFBFBD>浠ｇ爜鍒嗗眰楠屾敹
  • 缂栧啓Week 2鎬荤粨鎶ュ憡

浠诲姟2锛欰SL鍑嗗<EFBFBD>宸ヤ綔

  • 闃呰<EFBFBD>ASL闇€姹傛枃妗?
  • 鍑嗗<EFBFBD>CloseAI娴嬭瘯锛?涓狶LM锛?
  • 瑙勫垝Week 3璇︾粏浠诲姟

Week 2浜や粯鐗╂竻鍗曪細

  • 鉁?鍓嶇<E98D93>缁熶竴甯冨眬妗嗘灦
  • 鉁?妯″潡娉ㄥ唽鍜屽姩鎬佽矾鐢辨満鍒?
  • 鉁?3涓<33>幇鏈夋ā鍧楁暣鍚堝畬鎴?
  • 鉁?鍚庣<E98D9A>涓夊眰浠ｇ爜缁撴瀯
  • 鉁?鍓嶇<E98D93>鏋舵瀯璁捐<E79281>鏂囨。
  • 鉁?ASL鍙<4C>互鍦ㄧ粺涓€妗嗘灦涓嬪紑濮嬪紑鍙?

馃摎 闃舵<E99783>3锛欰SL鏍稿績鍔熻兘寮€鍙戯紙Week 3-4锛?

*鏃堕棿锛? 2025-11-21 鑷?2025-12-04锛?鍛<>級
*浼樺娍锛? 鍦ㄧ粺涓€鍓嶇<E98D93>鏋舵瀯涓嬪紑鍙戯紝4涓狶LM宸查厤缃<E58EA4>ソ
*閲嶇偣锛? 鏂囩尞绛涢€夋牳蹇冨姛鑳?

Week 3 Day 1-2锛欰SL璇︾粏璁捐<E79281>

Day 1涓婂崍锛?涓狶LM闆嗘垚娴嬭瘯 猸?

*浠诲姟锛氶獙璇?涓狶LM鍙<4D>敤鎬?

  • 娴嬭瘯DeepSeek-V3杩炴帴
  • 娴嬭瘯GPT-5-Pro杩炴帴锛圕loseAI锛?
  • 娴嬭瘯Claude-4.5杩炴帴锛圕loseAI锛?
  • 娴嬭瘯Qwen-Max杩炴帴
  • 缂栧啓LLM缁熶竴璋冪敤鏈嶅姟

4涓狶LM閰嶇疆锛堝凡瀹屾垚锛夛細

  1. DeepSeek-V3 (鐩磋繛) - 蹇<>€熷垵绛?鉁?
  2. GPT-5-Pro (CloseAI) - 绮惧噯绛涢€?鉁?
  3. Claude-4.5 (CloseAI) - 鍐茬獊浠茶<E6B5A0> 鉁?
  4. Qwen-Max (澶囬€? - 闀挎枃鏈<E69E83><E98F88>鐞?鉁?

鍙傝€冩枃妗ｏ細

  • 02-閫氱敤鑳藉姏灞?01-LLM澶фā鍨嬬綉鍏?03-CloseAI闆嗘垚鎸囧崡.md

Day 1涓嬪崍锛欰SL鏁版嵁搴撹<E690B4>璁?

*浠诲姟锛氳<EFBFBD>璁<EFBFBD>sl_schema琛ㄧ粨鏋?

  • 鏂囩尞椤圭洰琛<EFBFBD>紙literature_projects锛?
  • PICO閰嶇疆琛<EFBFBD>紙pico_configs锛?
  • 鏂囩尞鏉＄洰琛<EFBFBD>紙literature_items锛?
    • 鍖呭惈4涓<EFBFBD>ā鍨嬬殑绛涢€夌粨鏋滃瓧娈?
    • 鍏辫瘑鍐崇瓥瀛楁<EFBFBD>
    • 鎴愭湰缁熻<EFBFBD>瀛楁<EFBFBD>
  • 缂栧啓鏁版嵁搴撹<EFBFBD>璁℃枃妗?

*杈撳嚭鏂囨。锛?

  • 03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/02-鎶€鏈<E282AC><E98F88>璁?01-鏁版嵁搴撹<E690B4>璁?md

Day 2锛欰SL API鍜屽墠绔<E5A2A0><E7BB94>璁?

浠诲姟1锛欰PI璁捐<EFBFBD>

  • 椤圭洰绠＄悊API
  • 鏂囩尞瀵煎叆API
  • 4妯″瀷绛涢€堿PI
  • 缁撴灉鏌ヨ<EFBFBD>API

*浠诲姟2锛氬墠绔<EFBFBD>〉闈㈣<EFBFBD>璁?

  • 鍦?frontend/src/modules/asl/ 涓嬭<E6B693>璁￠〉闈㈢粨鏋?
  • 鑷<EFBFBD>姩鎺ュ叆缁熶竴瀵艰埅锛堝凡鏈夋<EFBFBD>鏋讹級
  • 璁捐<EFBFBD>绛涢€夌粨鏋滃睍绀猴紙鏄剧ず4涓<EFBFBD>ā鍨嬫剰瑙侊級

*杈撳嚭鏂囨。锛?

  • 03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/02-鎶€鏈<E282AC><E98F88>璁?02-API璁捐<E79281>瑙勮寖.md
  • 03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/02-鎶€鏈<E282AC><E98F88>璁?03-鍓嶇<E98D93>椤甸潰璁捐<E79281>.md

Week 3 Day 3-5 + Week 4锛欰SL鏍稿績鍔熻兘寮€鍙?

*鍔熻兘1锛氭枃鐚<EFBFBD>」鐩<EFBFBD><EFBFBD>鐞?

  • 鍒涘缓/缂栬緫/鍒犻櫎椤圭洰
  • PICO閰嶇疆
  • 椤圭洰鍒楄〃灞曠ず

*鍔熻兘2锛氭枃鐚<EFBFBD><EFBFBD>鍏?

  • CSV鏍煎紡瑙ｆ瀽
  • 鎵归噺瀵煎叆
  • 鏁版嵁楠岃瘉

*鍔熻兘3锛?妯″瀷鏅鸿兘绛涢€?猸愨瓙猸?

  • 鍙屾ā鍨嬪苟琛岀瓫閫夛紙DeepSeek + GPT-5锛?
  • 缁撴灉涓€鑷存€у垽鏂?
  • 鍐茬獊鏃跺惎鐢–laude浠茶<EFBFBD>
  • 鎴愭湰缁熻<EFBFBD>鍜屼紭鍖?

*鍔熻兘4锛氱瓫閫夌粨鏋滅<EFBFBD>鐞?

  • 缁撴灉灞曠ず锛?涓<>ā鍨嬪<E98DA8>姣旓級
  • 鍏辫瘑搴﹀睍绀?
  • 浜哄伐澶嶆牳鐣岄潰
  • 瀵煎嚭鍔熻兘

绛涢€夌瓥鐣ワ紙鍙傝€僀loseAI闆嗘垚鎸囧崡锛夛細

// 绛栫暐1锛氬弻妯″瀷瀵规瘮锛堟帹鑽愶級猸?
async screenWithTwoModels(literature) {
  const [deepseek, gpt5] = await Promise.all([
    llm.chat('deepseek', prompt),
    llm.chat('gpt5', prompt),
  ]);
  
  if (deepseek.decision === gpt5.decision) {
    return { consensus: 'high', decision: deepseek.decision };
  }
  
  // 鍚<>敤Claude浠茶<E6B5A0>
  const claude = await llm.chat('claude', prompt);
  return resolveConflict([deepseek, gpt5, claude]);
}

Week 4浜や粯鐗╋細

  • 鉁?ASL Phase 1瀹屾暣鍔熻兘
  • 鉁?4涓狶LM闆嗘垚瀹屾垚
  • 鉁?绛涢€夌粨鏋滃<E98F8B>姣斿睍绀?
  • 鉁?瀹屾暣娴嬭瘯閫氳繃

馃敡 闃舵<E99783>4锛歀LM缃戝叧缁熶竴 + 鍏朵粬妯″潡锛圵eek 5+锛?

*鏃堕棿锛? 2025-12-05 寮€濮? *绛栫暐锛? 鏈変簡澶氫釜妯″潡瀹炶返锛岀粺涓€鎶藉彇LLM缃戝叧

Week 5-6锛歀LM缃戝叧閲嶆瀯 猸?

*涓轰粈涔圵eek 5鍐嶅仛锛?

  • 鉁?Week 3-4 ASL寮€鍙戞椂锛屽凡鏈?涓<>ā鍨嬪疄璺?
  • 鉁?鏈変簡鍏蜂綋浣跨敤鍦烘櫙锛屾娊鍙栨洿鍚堢悊
  • 鉁?閬垮厤杩囧害璁捐<E79281>

*浠诲姟锛?

  • 缁熶竴LLM璋冪敤鎺ュ彛
  • 鐗堟湰鍒嗙骇锛堜笓涓氱増/楂樼骇鐗?鏃楄埌鐗堬級
  • 閰嶉<EFBFBD>绠＄悊鍜岄檺娴?
  • Token璁℃暟鍜岃<EFBFBD>璐?
  • 浣跨敤璁板綍鍜岀洃鎺?

鍙傝€冿細

  • 02-閫氱敤鑳藉姏灞?01-LLM澶фā鍨嬬綉鍏?[AI瀵规帴] LLM缃戝叧蹇<E58FA7>€熶笂涓嬫枃.md

Week 7+锛氬叾浠栨ā鍧?

  • 鏁版嵁娓呮礂妯″潡锛圖C锛?
  • 鏅鸿兘缁熻<EFBFBD>鍒嗘瀽锛圫SA锛?
  • 缁熻<EFBFBD>鍒嗘瀽宸ュ叿锛圫T锛?
  • 杩愯惀绠＄悊锛圓DMIN锛?

馃搳 V2.2鐗堝伐浣滈噺鎬荤粨

闃舵<EFBFBD> 浠诲姟 V2.1宸ヤ綔閲? V2.2宸ヤ綔閲? 鍙樺寲
Week 1 Schema闅旂<EFBFBD> 2澶? *2澶? 涓嶅彉 鉁?
Week 2 鍚庣<EFBFBD>鍒嗗眰+LLM缃戝叧 2澶? *鍓嶇<EFBFBD>鏋舵瀯2澶?鍚庣<E98D9A>鍒嗗眰1.5澶? 璋冩暣 猸?
Week 3-4 ASL寮€鍙? 2鍛? **2鍛?*锛堜絾鍦ㄧ粺涓€妗嗘灦涓嬶級 浼樺寲 鉁?
Week 5+ 鍏朵粬妯″潡 - LLM缃戝叧+鍏朵粬妯″潡 寤跺悗 鉁?

鎬讳綋宸ヤ綔閲忥細 4鍛?鈫?4鍛<34>紙涓嶅彉锛? *鍏抽敭浼樺寲锛? 鍓嶇<E98D93>鏋舵瀯鎻愬墠锛岄伩鍏岮SL寮€鍙戝悗閲嶆瀯 猸愨瓙猸?

馃幆 鎴愬姛鏍囧噯

Week 1鎴愬姛鏍囧噯

  • 鉁?10涓猄chema鍏ㄩ儴鍒涘缓锛?璇︾粏+7绌猴級
  • 鉁?Platform/AIA/PKB鏁版嵁100%杩佺Щ
  • 鉁?AIA鍜孭KB鏂囨。瀹屾暣

Week 2鎴愬姛鏍囧噯 猸愨瓙猸?

  • 鉁?鍓嶇<EFBFBD>缁熶竴甯冨眬妗嗘灦瀹屾垚
  • 鉁?3涓<EFBFBD>幇鏈夋ā鍧楁垚鍔熸帴鍏ョ粺涓€瀵艰埅
  • 鉁?妯″潡娉ㄥ唽鏈哄埗娓呮櫚
  • 鉁?鍚庣<E98D9A>涓夊眰浠ｇ爜缁撴瀯娓呮櫚
  • 鉁?ASL鍙<4C>互鍦ㄧ粺涓€妗嗘灦涓嬪紑濮嬪紑鍙?

Week 3-4鎴愬姛鏍囧噯

  • 鉁?ASL鏂囩尞绛涢€夊姛鑳藉畬鏁?
  • 鉁?4涓狶LM闆嗘垚鎴愬姛锛圖eepSeek/GPT-5/Claude-4.5/Qwen锛?
  • 鉁?鍙屾ā鍨嬪<E98DA8>姣?涓夋ā鍨嬩徊瑁佸疄鐜?
  • 鉁?绛涢€夌粨鏋滃<E98F8B>姣斿睍绀哄畬鍠?

Week 5+鎴愬姛鏍囧噯

  • 鉁?LLM缃戝叧缁熶竴璋冪敤鎺ュ彛
  • 鉁?閰嶉<E996B0>绠＄悊鍜岃<E98D9C>璐圭郴缁?
  • 鉁?鍏朵粬妯″潡閫愭<E996AB>寮€鍙?

馃挕 鍏抽敭浼樺娍鎬荤粨

V2.2鐗堢殑鏍稿績浼樺娍 猸愨瓙猸?

*1. 鏋舵瀯鍏堣<E98D8F>锛岄伩鍏嶈繑宸?

  • 鍓嶇<EFBFBD>缁熶竴鏋舵瀯鍏堝畬鎴?
  • ASL鍦ㄧ粺涓€妗嗘灦涓嬪紑鍙?
  • 涓嶉渶瑕佸紑鍙戝悗鍐嶉噸鏋?

*2. 鑱氱劍鏍稿績浠峰€?

  • Week 1: 鏁版嵁鏋舵瀯鍩虹<E98DA9> 鉁?
  • Week 2: 鍓嶇<EFBFBD>+鍚庣<E98D9A>鏋舵瀯缁熶竴 猸?
  • Week 3-4: ASL鏍稿績鍔熻兘 猸?
  • Week 5+: 浼樺寲鍜屾墿灞?

*3. Just-in-time寮€鍙?

  • LLM缃戝叧锛歐eek 5鏈夊疄璺靛啀鎶藉彇
  • 鍏朵粬妯″潡锛氭寜闇€閫愭<EFBFBD>寮€鍙?
  • 閬垮厤杩囧害璁捐<EFBFBD>

*4. 4涓狶LM宸插氨缁?

  • DeepSeek-V3 鉁?
  • GPT-5-Pro 鉁咃紙CloseAI锛?
  • Claude-4.5 鉁咃紙CloseAI锛?
  • Qwen-Max 鉁?

馃摑 鍏充簬鍓嶇<E98D93>鏋舵瀯璁捐<E79281>

Week 2 Day 6涓婂崍鐨勯噸鐐?猸?

*鍓嶇<EFBFBD>鏋舵瀯璁捐<EFBFBD>浼氳<EFBFBD>璁<EFBFBD><EFBFBD>锛?

1. 鎶€鏈<E282AC>爤纭<E788A4><E7BAAD>

  • UI缁勪欢搴撻€夋嫨
  • 璺<EFBFBD>敱鏂规<EFBFBD>
  • 鐘舵€佺<EFBFBD>鐞嗘柟妗?
  • 鏋勫缓宸ュ叿閰嶇疆

2. 甯冨眬璁捐<E79281>

  • 椤堕儴瀵艰埅鏍?
  • 渚ц竟鑿滃崟
  • 涓诲唴瀹瑰尯
  • 闈㈠寘灞?

*3. 妯″潡鍖栨満鍒?

  • 妯″潡娉ㄥ唽鏂瑰紡
  • 璺<EFBFBD>敱鍔ㄦ€佸姞杞?
  • 鏉冮檺鎺у埗
  • 鏍峰紡闅旂<EFBFBD>

4. 瀵艰埅缁撴瀯

  • 涓€绾у<EFBFBD>鑸<EFBFBD>紙妯″潡绾э級
  • 浜岀骇瀵艰埅锛堝姛鑳界骇锛?
  • 鍝嶅簲寮忛€傞厤

*璇存槑锛? 杩欎簺闂<E7B0BA><E99782>鍦╓eek 2 Day 6涓婂崍闆嗕腑璁ㄨ<E79281>鍜屽喅绛栵紝涓嶅湪鏈<E6B9AA><E98F88>鍒掍腑璇︾粏灞曞紑銆?

馃敆 鐩稿叧鏂囨。

鏍稿績鍙傝€冩枃妗?

*鏋舵瀯璁捐<EFBFBD>锛?

*LLM閰嶇疆锛?

*Schema璁捐<EFBFBD>锛?

馃幆 涓嬩竴姝ヨ<E5A79D>鍔?

绔嬪嵆寮€濮嬶紙濡傛灉杩樻病寮€濮媁eek 1锛?

  1. Week 1 Day 1锛氳<EFBFBD>鍒?0涓猄chema鏋舵瀯
  2. Week 1 Day 2锛氱紪鍐欒縼绉昏剼鏈?
  3. Week 1 Day 3锛氭墽琛孲chema杩佺Щ

濡傛灉Week 1宸插畬鎴?

  1. Week 2 Day 6涓婂崍锛氬墠绔<EFBFBD>灦鏋勮<EFBFBD>璁′細璁?猸愨瓙猸?

    • 纭<EFBFBD>畾鎶€鏈<EFBFBD>爤
    • 璁捐<EFBFBD>妯″潡娉ㄥ唽鏈哄埗
    • 璁捐<EFBFBD>瀵艰埅缁撴瀯

  2. Week 2 Day 6涓嬪崍锛氬紑濮嬪疄鏂藉墠绔<EFBFBD>灦鏋?

  3. Week 2 Day 8锛氬悗绔<EFBFBD>唬鐮佸垎灞?

鍒跺畾浜猴細 AI鍔╂墜
*鐗堟湰锛? V2.2锛堝墠绔<EFBFBD>灦鏋勪紭鍏堢増锛? 鏈€鍚庢洿鏂帮細 2025-11-09
*鏍稿績绛栫暐锛?

  • 鉁?Schema闅旂<E99785>锛?璇︾粏+7绌猴級- 鏋舵瀯鍩虹<E98DA9>
  • 鉁?鍓嶇<EFBFBD>缁熶竴鏋舵瀯浼樺厛 - 閬垮厤杩斿伐 猸愨瓙猸?
  • 鉁?鍚庣<E98D9A>浠ｇ爜鍒嗗眰 - 妯″潡娓呮櫚
  • 鉁?ASL鍦ㄧ粺涓€妗嗘灦涓嬪紑鍙?- 楂樻晥寮€鍙?
  • 鉁?4涓狶LM宸插氨缁<E6B0A8>紙CloseAI閰嶇疆瀹屾垚锛? 璐ㄩ噺淇濊瘉
  • 鉁?LLM缃戝叧寤跺悗鍒癢eek 5 - Just-in-time寮€鍙?

*鏍稿績鐞嗗康锛氭灦鏋勫厛琛?+ 鑱氱劍鏍稿績 + Just-in-time = 楂樻晥鍔″疄锛? 猸愨瓙猸?

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