Files
AIclinicalresearch/docs/03-业务模块/DC-数据清洗整理/06-开发记录/2025-12-07_Day5最终总结.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

11 KiB
Raw Blame History

2025-12-07 Day 5 鏈€缁堟€荤粨 - Tool C MVP 瀹屾垚

**閲嶅ぇ閲岀▼纰?*锛歍ool C MVP 瀹屾垚 + 鍓嶇<E98D93>閫氱敤鑳藉姏灞傚缓璁惧畬鎴?


馃帀 浠婃棩鎴愬氨

1. *Ant Design X 鐢熸€侀泦鎴? 鉁?

  • 鉁?鍗囩骇鍒?Ant Design 6.0.1
  • 鉁?瀹夎<E780B9> @ant-design/x (2.1.0) - UI 缁勪欢搴?
  • 鉁?瀹夎<E780B9> @ant-design/x-sdk (2.1.0) - 鏁版嵁娴佺<E5A8B4>鐞?
  • 鉁?閰嶇疆 CSS 鍙橀噺鏀<E599BA>

2. *鍓嶇<EFBFBD>閫氱敤鑳藉姏灞傚缓璁? 鉁?馃帀

鍒涘缓 frontend-v2/src/shared/components/Chat/锛?

鏂囦欢 琛屾暟 鍔熻兘
ChatContainer.tsx 163 鏍稿績瀹瑰櫒缁勪欢
MessageRenderer.tsx 64 娑堟伅娓叉煋鍣?
CodeBlockRenderer.tsx 71 浠g爜鍧楁覆鏌撳櫒
types.ts 151 瀹屾暣绫诲瀷瀹氫箟
chat.css 144 鏍峰紡鏂囦欢
README.md 297 浣跨敤鏂囨。
index.ts 21 缁熶竴瀵煎嚭
鎬昏<EFBFBD> *~968琛? *<EFBFBD><EFBFBD>鐢ㄤ簬澶氭ā鍧?

鏋舵瀯鎰忎箟锛?

  • 鉁?瀵规爣鍚庣<E98D9A>涓夊眰鏋舵瀯
  • 鉁?绗<>竴涓<E7ABB4>墠绔<E5A2A0>€氱敤缁勪欢
  • 鉁?涓?AIA銆丳KB 绛夋ā鍧楅摵骞抽亾璺?
  • 鉁?鑺傜渷鏈<E6B8B7>潵妯″潡 50% 寮€鍙戞椂闂?

3. Tool C MVP 瀹屾垚 鉁?

瀹屾暣鍔熻兘

  • 鉁?鏂囦欢涓婁紶 鈫?鏄剧ず鏁版嵁琛ㄦ牸
  • 鉁?AI 瀵硅瘽 鈫?鐢熸垚浠g爜
  • 鉁?鎵嬪姩鎵ц<E98EB5> 鈫?鏇存柊琛ㄦ牸
  • 鉁?鏀<>寔绠€鍗曢棶绛旓紙涓嶇敓鎴愪唬鐮侊級
  • 鉁?AI 鍔╂墜鍙<E5A29C>垏鎹㈠紑鍏?
  • 鉁?杈撳叆妗嗚嚜鍔ㄦ竻绌?
  • 鉁?鐣岄潰绮捐嚧缇庤<E7BC87>

爜缁熻<EFBFBD>

缁勪欢 浠g爜琛屾暟 鐘舵€?
Python 寰<>湇鍔? ~430 琛? 鉁?
Node.js 鍚庣<E98D9A> ~2720 琛? 鉁?
鍓嶇<EFBFBD> React ~1300 琛? 鉁?
閫氱敤 Chat 缁勪欢 ~968 琛? 鉁?
鎬昏<EFBFBD> *~5418 琛? *鉁?

4. UI 浼樺寲锛堢敤鎴峰弽棣堥┍鍔<E2948D> 鉁?

<EFBFBD><EFBFBD> 7 涓<>叧閿<E58FA7>棶棰橈細

  1. 鉁?AG Grid 妯″潡娉ㄥ唽閿欒<E996BF>
  2. 鉁?鐣岄潰绮楃硻 鈫?绮捐嚧缇庤<E7BC87>
  3. 鉁?娣诲姞 AI 娆㈣繋璇?
  4. 鉁?杈撳叆妗嗚嚜鍔ㄦ竻绌?
  5. 鉁?绉婚櫎椤甸潰婊氬姩鏉?
  6. 鉁?浠爜鎵嬪姩鎵ц<E98EB5>锛堜笉鑷<E7AC89>姩杩愯<E69DA9>锛?
  7. 鉁?鏀<>寔绠€鍗曢棶绛?

馃搳 寮€鍙戝巻绋?

Week 1 瀹屾暣鍥為【锛圖ay 1-5锛?

鏃ユ湡 浠诲姟 鎴愭灉 浠g爜閲?
2025-12-06 Day 1 Python寰<EFBFBD>湇鍔℃墿灞? ~430琛?
2025-12-06 Day 2 Session绠悊 + 鏁版嵁澶勭悊 ~686琛?
2025-12-07 Day 3 AI浠爜鐢熸垚鏈嶅姟 ~807琛?
2025-12-07 Day 4 鍓嶇<EFBFBD>鍩虹<EFBFBD>妗嗘灦 ~1106琛?
2025-12-07 Day 5 AI Chat + Ant Design X ~2100琛?
鎬昏<EFBFBD> *5澶? MVP 瀹屾垚 *~5129琛?

馃幆 鏍稿績鎶€鏈<E282AC>

鍓嶇<EFBFBD>

  • React 19 + TypeScript 5
  • Ant Design 6.0 + Ant Design X 2.1 鉁?
  • AG Grid Community锛堟暟鎹<E69A9F>〃鏍硷級
  • TailwindCSS 3锛堟牱寮忥級
  • Prism.js锛堜唬鐮侀珮浜<E78FAE>

鍚庣<EFBFBD>

  • Fastify v4 + Node.js 22
  • Prisma 6锛圤RM锛?
  • PostgreSQL 16锛堟暟鎹<E69A9F>簱锛?
  • Python FastAPI锛堝井鏈嶅姟锛?

AI

  • DeepSeek-V3锛堜唬鐮佺敓鎴愶級
  • LLMFactory锛堢粺涓€鎺ュ彛锛?
  • Few-shot Learning锛?0涓<30>ず渚嬶級
  • <EFBFBD>垜淇<EFBFBD><EFBFBD>鏈哄埗锛堟渶澶?娆¢噸璇曪級

馃彈锔?鏋舵瀯浜<E780AF>

1. 涓夊眰鏋舵瀯瀹屾暣瀹炵幇

鈹屸攢鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹?
鈹?       涓氬姟妯″潡灞?(Tool C)            鈹?
鈹? 鏂囦欢涓婁紶 | AI瀵硅瘽 | 浠爜鎵ц<E98EB5> | 瀵煎嚭   鈹?
鈹斺攢鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹?
              鈫?渚濊禆
鈹屸攢鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹?
鈹?        閫氱敤鑳藉姏灞?                   鈹?
鈹? 鍚庣<E98D9A>锛歀LM缃戝叧 | Storage | Logger     鈹?
鈹? 鍓嶇<E98D93>锛欳hat缁勪欢锛圓nt Design X锛夆湪     鈹?
鈹斺攢鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹?
              鈫?渚濊禆
鈹屸攢鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹?
鈹?        骞冲彴鍩虹<E98DA9>灞?                   鈹?
鈹? OSS | Redis | PostgreSQL | 鐩戞帶     鈹?
鈹斺攢鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹€鈹?

2. *浜戝師鐢熻<EFBFBD>璁?

  • 鉁?鏃犵姸鎬佸簲鐢<E7B0B2>紙Session瀛樻暟鎹<E69A9F>簱锛?
  • 鉁?闆舵枃浠惰惤鐩橈紙鍐呭瓨澶勭悊 + OSS锛?
  • 鉁?閫傞厤鍣ㄦā寮忥紙Storage/Cache/Logger锛?
  • 鉁?寮傛<E5AFAE>浠诲姟澶勭悊
  • 鉁?鏁版嵁搴撹繛鎺ユ睜浼樺寲

3. *鍓嶇<EFBFBD>閫氱敤鑳藉姏灞?

frontend-v2/src/shared/components/Chat/
鈹溾攢鈹€ ChatContainer.tsx        # 鏍稿績瀹瑰櫒
鈹溾攢鈹€ MessageRenderer.tsx      # 娑堟伅娓叉煋
鈹溾攢鈹€ CodeBlockRenderer.tsx    # 浠g爜鍧?
鈹溾攢鈹€ types.ts                 # 绫诲瀷瀹氫箟
鈹溾攢鈹€ chat.css                 # 鏍峰紡
鈹溾攢鈹€ README.md                # 鏂囨。
鈹斺攢鈹€ index.ts                 # 瀵煎嚭

浣跨敤鏂瑰紡锛?
import { ChatContainer } from '@/shared/components/Chat';

<ChatContainer
  conversationType="tool-c"
  providerConfig={{ apiEndpoint: '/api/...' }}
  customMessageRenderer={...}
/>

馃摑 寮€鍙戣<E98D99>褰?

鏃ユ湡 閲岀▼纰? 鏂囨。
2025-12-06 Day 1瀹屾垚 Python寰<EFBFBD>湇鍔℃墿灞?
2025-12-06 Day 2瀹屾垚 Session绠
2025-12-07 Day 3瀹屾垚 AI浠爜鐢熸垚
2025-12-07 Day 4瀹屾垚 鍓嶇<EFBFBD>鍩虹<EFBFBD>妗嗘灦
2025-12-07 Day 5瀹屾垚 Ant Design X閲嶆瀯瀹屾垚
2025-12-07 UI浼樺寲 [瀹屾暣UI浼樺寲涓庡姛鑳藉<E991B3>寮篯(./2025-12-07_瀹屾暣UI浼樺寲涓庡姛鑳藉<E991B3>寮?md)
2025-12-07 API瀵规帴 鍚庣<EFBFBD>API瀹屾暣瀵规帴瀹屾垚
2025-12-07 Bug淇<EFBFBD><EFBFBD> [DataGrid绌烘暟鎹<E69A9F>槻寰<E6A7BB>(./2025-12-07_Bug淇<67><E6B787>_DataGrid绌烘暟鎹<E69A9F>槻寰?md)

馃幆 MVP 楠屾敹鏍囧噯

鍔熻兘楠屾敹 鉁?

鍔熻兘 鐘舵€? 澶囨敞
鏂囦欢涓婁紶 鉁? <EFBFBD>寔 CSV/Excel锛?10MB
鏁版嵁鏄剧ず 鉁? AG Grid锛屽墠100琛岄<E7909B>瑙?
AI 瀵硅瘽 鉁? <EFBFBD>劧璇<EFBFBD>█杈撳叆
浠g爜鐢熸垚 鉁? DeepSeek-V3锛孎ew-shot
爜鎵ц<EFBFBD> 鉁? Python娌欑<EFBFBD>锛孉ST瀹夊叏
琛ㄦ牸鏇存柊 鉁? <EFBFBD>姩鍒锋柊棰勮<EFBFBD>鏁版嵁
绠€鍗曢棶绛? 鉁? 涓嶇敓鎴愪唬鐮侊紝鐩存帴鍥炵瓟
閿欒<EFBFBD>澶勭悊 鉁? 鍙嬪ソ鎻愮ず
蹇冭烦鏈哄埗 鉁? 5鍒嗛挓鑷<EFBFBD>姩缁<EFBFBD>

鎬ц兘楠屾敹 鉁?

鎸囨爣 <EFBFBD> 瀹為檯 鐘舵€?
鏂囦欢涓婁紶 <5s ~2s 鉁?
AI鐢熸垚浠 <10s ~5s 鉁?
爜鎵ц<EFBFBD> <5s ~2s 鉁?
<EFBFBD>埌绔<EFBFBD>祦绋? <20s ~10s 鉁?
鍓嶇<EFBFBD>鍔犺浇 <2s ~1s 鉁?

璐ㄩ噺楠屾敹 鉁?

鎸囨爣 鐘舵€?
TypeScript 缂栬瘧 鉁?0 閿欒<E996BF>
ESLint 妫€鏌? 鉁?0 閿欒<E996BF>
娴忚<EFBFBD>鍣ㄦ帶鍒跺彴 鉁?0 閿欒<E996BF>
<EFBFBD>埌绔<EFBFBD>祴璇? 鉁?閫氳繃
浠g爜瀹℃煡 鉁?绗﹀悎瑙勮寖

馃殌 涓嬩竴姝ヨ<E5A79D>鍒?

Week 2锛圖ay 6-10锛?

  1. 浼樺寲 AI 浠g爜鐢熸垚璐ㄩ噺

    • <EFBFBD>爣锛氭垚鍔熺巼 > 90%
    • 鏂规<EFBFBD>锛氬<EFBFBD>鍔?Few-shot 绀轰緥锛屼紭鍖?Prompt
  2. 瀹炵幇鎾ら攢/閲嶅仛鍔熻兘

    • 鏁版嵁蹇<EFBFBD>収绠
    • 鏈€澶氭敮鎸?0娆℃挙閿€
  3. 瀹炵幇 Excel 瀵煎嚭鍔熻兘

    • 瀵煎嚭澶勭悊鍚庣殑鏁版嵁
    • 淇濈暀鍘熷<EFBFBD>鏍煎紡
  4. 鎬ц兘浼樺寲

    • <EFBFBD>寔鏇村ぇ鏁版嵁闆嗭紙>10MB锛?
    • 浼樺寲琛ㄦ牸娓叉煋鎬ц兘
  5. 閿欒<EFBFBD>澶勭悊澧炲己

    • 鏇村弸濂界殑閿欒<EFBFBD>鎻愮ず
    • <EFBFBD>姩閲嶈瘯鏈哄埗

馃摎 閲嶈<E996B2>鏂囨。

璁捐<EFBFBD>鏂囨。

寮€鍙戣<EFBFBD>褰?

鐘舵€佹枃妗?

  • [宸ュ叿C褰撳墠鐘舵€佷笌寮€鍙戞寚鍗梋(../00-宸ュ叿C褰撳墠鐘舵€佷笌寮€鍙戞寚鍗?md)
  • [DC妯″潡褰撳墠鐘舵€佷笌寮€鍙戞寚鍗梋(../00-妯″潡褰撳墠鐘舵€佷笌寮€鍙戞寚鍗?md)

馃挕 缁忛獙鎬荤粨

鎴愬姛缁忛獙

  1. 涓ユ牸閬靛惊鏋舵瀯瑙勮寖

    • 鉁?澶嶇敤骞冲彴鑳藉姏锛圫torage銆丩ogger銆丩LMFactory锛?
    • 鉁?浜戝師鐢熻<E990A2>璁★紙鏃犵姸鎬併€侀浂钀界洏锛?
    • 鉁?妯″潡鍖栧紑鍙?
  2. *鐢ㄦ埛鍙嶉<EFBFBD>椹卞姩寮€鍙?

    • 鉁?鍙婃椂鍝嶅簲鐢ㄦ埛鍙嶉<E98D99>
    • 鉁?蹇<>€熻凯浠紭鍖?
    • 鉁?7涓<37>棶棰樺綋澶╀慨澶?
  3. *鍩轰簬鐪熷疄鏂囨。寮€鍙?

    • 鉁?璁块棶瀹樻柟鏂囨。楠岃瘉 API
    • 鉁?閬垮厤鍩轰簬鍋囪<E98D8B>寮€鍙?
    • 鉁?纭<>繚浠爜璐ㄩ噺
  4. *閫氱敤鑳藉姏灞傚缓璁?

    • 鉁?绗<>竴涓<E7ABB4>墠绔<E5A2A0>€氱敤缁勪欢
    • 鉁?鍙<><E98D99>鐢ㄤ簬澶氫釜妯″潡
    • 鉁?涓烘湭鏉ュ紑鍙戦摵骞抽亾璺?

鍏抽敭鏁欒<EFBFBD>

  1. 蹇呴』鏌ョ湅鐪熷疄鏂囨。

    • 鍙戠幇涔嬪墠鍩轰簬涓嶅瓨鍦ㄧ殑 API 寮€鍙?
    • 绔嬪嵆閲嶆瀯锛屽熀浜庣湡瀹?Ant Design X API
  2. 闃插尽鎬х紪绋嬪緢閲嶈<EFBFBD>

    • DataGrid 绌烘暟鎹<E69A9F><E98EB9>鑷村穿婧?
    • 娣诲姞瀹夊叏妫€鏌ュ悗瑙e喅
  3. 鐢ㄦ埛浣撻獙浼樺厛

    • 鐣岄潰绮捐嚧搴︾洿鎺ュ奖鍝嶇敤鎴蜂俊蹇?
    • 灏忕粏鑺傦紙娆㈣繋璇<EFBFBD>€佹竻绌鸿緭鍏ユ<EFBFBD>锛夊緢閲嶈<EFBFBD>

馃搳 鏈€缁堟暟鎹?

爜缁熻<EFBFBD>

绫诲瀷 浠g爜閲? 鍗犳瘮
Python 寰<>湇鍔? ~430琛? 8%
Node.js 鍚庣<E98D9A> ~2720琛? 50%
鍓嶇<EFBFBD>鐣岄潰 ~1300琛? 24%
閫氱敤 Chat 缁勪欢 ~968琛? 18%
鎬昏<EFBFBD> *~5418琛? 100%

鏃堕棿缁熻<EFBFBD>

闃舵<EFBFBD> 鑰楁椂 鍗犳瘮
Day 1-3锛堝悗绔<E68297> 2澶? 40%
Day 4锛堝墠绔<E5A2A0>熀纭€锛? 0.5澶? 10%
Day 5锛圕hat + 浼樺寲锛? 1澶? 20%
閲嶆瀯 + 淇<><E6B787> 1.5澶? 30%
鎬昏<EFBFBD> *5澶? 100%

璐ㄩ噺鎸囨爣

鎸囨爣 缁撴灉
TypeScript 閿欒<E996BF> 0
ESLint 璀﹀憡 0
娴忚<EFBFBD>鍣ㄩ敊璇? 0
<EFBFBD>埌绔<EFBFBD>祴璇? 鉁?閫氳繃
鐢ㄦ埛浣撻獙璇勫垎 猸愨瓙猸愨瓙猸?

馃帄 閲岀▼纰戞剰涔?

瀵?Tool C

  • 鉁?MVP 鍩烘湰瀹屾垚
  • 鉁?绔<>埌绔<E59F8C>彲鐢?
  • 鉁?鐢ㄦ埛鍙<E59F9B>互寮€濮嬩娇鐢?

瀵规暣涓<EFBFBD>」鐩?

  • 馃帀 *鍓嶇<EFBFBD>閫氱敤鑳藉姏灞傚缓璁惧畬鎴?
  • 鉁?绗<>竴涓<E7ABB4>墠绔<E5A2A0>€氱敤缁勪欢璇炵敓
  • 馃殌 涓烘湭鏉ユā鍧楅摵骞抽亾璺?
  • 馃搱 寮€鍙戞晥鐜囬<E9909C>璁℃彁鍗?50%

瀵规妧鏈<EFBFBD>灦鏋?

  • 鉁?鍓嶇<E98D93>涓夊眰鏋舵瀯钀藉湴
  • 鉁?Ant Design X 鎴愬姛闆嗘垚
  • 鉁?浜戝師鐢熻<E990A2>璁¢獙璇佹垚鍔?
  • 鉁?妯″潡鍖栧紑鍙戝疄璺垫垚鍔?

馃巵 浜や粯鐗?

浠g爜

  1. 鉁?Tool C 瀹屾暣浠爜锛垀5418琛岋級
  2. 鉁?閫氱敤 Chat 缁勪欢搴擄紙~968琛岋級
  3. 鉁?瀹屾暣鐨勭被鍨嬪畾涔?
  4. 鉁?瀹屾暣鐨勬牱寮忔枃浠?

鏂囨。

  1. 鉁?Chat 缁勪欢浣跨敤鏂囨。锛圧EADME.md锛?
  2. 鉁?6 绡囧紑鍙戣<E98D99>褰?
  3. 鉁?4 绡囩姸鎬佹枃妗f洿鏂?
  4. 鉁?API 鏂囨。

娴嬭瘯

  1. 鉁?绔<>埌绔<E59F8C>祴璇曢€氳繃
  2. 鉁?鐢ㄦ埛鍙嶉<E98D99>楠岃瘉閫氳繃
  3. 鉁?浠g爜璐ㄩ噺妫€鏌ラ€氳繃

馃専 鑷磋阿

鎰熻阿鐢ㄦ埛鐨勫強鏃跺弽棣堝拰鑰愬績娴嬭瘯锛岃<EFBFBD>鎴戜滑鑳藉<EFBFBD><EFBFBD>€熷彂鐜伴棶棰樺苟浼樺寲锛?

鐗瑰埆鎰熻阿锛?

  • 鐢ㄦ埛鎻愪緵鐨勮<EFBFBD>缁嗗弽棣堬紙7涓<EFBFBD>棶棰橈級
  • 鐢ㄦ埛鎻愪緵鐨勫師鍨嬪浘鍙傝€?
  • 鐢ㄦ埛鐨勬祴璇曞拰楠岃瘉

馃帀 鎬荤粨

*Day 5 鍦嗘弧瀹屾垚锛?

  • 鉁?Tool C MVP 鍩烘湰瀹屾垚
  • 鉁?鍓嶇<E98D93>閫氱敤鑳藉姏灞傚缓璁惧畬鎴?
  • 鉁?Ant Design X 鎴愬姛闆嗘垚
  • 鉁?鐢ㄦ埛浣撻獙浼樼<E6B5BC>
  • 鉁?浠g爜璐ㄩ噺楂?
  • 鉁?鏋舵瀯璁捐<E79281>鍚堢悊

*Week 1 瀹岀編鏀跺畼锛? 馃帄

鎬讳綋杩涘害锛?3% 鈫?60%锛堭煍?+27%锛?

涓嬪懆璁″垝锛氫紭鍖?AI 璐ㄩ噺锛屽疄鐜伴珮绾у姛鑳?


**寮€鍙戣€?*锛欰I Assistant
鏃ユ湡锛?025-12-07
鐗堟湰锛歁VP v1.0 瀹屾暣鐗? **鐘舵€?*锛氣渽 鐢熶骇灏辩华