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1b53ab9d52f6dff1d1c6c4320b5b9a12dc423141
AIclinicalresearch/docs/08-项目管理/03-每周计划/2025-11-18-AI助手工作交接.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

15 KiB
Raw Blame History

AI鍔╂墜宸ヤ綔浜ゆ帴鏂囨。

*浜ゆ帴鏃ユ湡锛? 2025-11-18
*鍓嶄换AI锛? Claude (Session 2025-11-17~11-18)
*鍚庝换AI锛? 寰呮帴鎵? 椤圭洰鐘舵€侊細 骞冲彴鍩虹<E98DA9>璁炬柦瀹屾垚锛孉SL妯″潡寮€鍙戝氨缁? *浜ゆ帴鍘熷洜锛? 涓婁笅鏂囬暱搴﹂檺鍒讹紝鍑嗗<E98D91>寮€濮婣SL妯″潡寮€鍙?

馃搵 椤圭洰姒傝<E5A792>锛?0绉掞級

*椤圭洰鍚嶇О锛? AIclinicalresearch - 鍖诲<E98D96>绉戠爺AI骞冲彴
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鉁?宸插畬鎴愮殑宸ヤ綔锛?025-11-17~11-18锛?

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*瀹屾垚鍐呭<EFBFBD>锛? 8涓<38>牳蹇冩ā鍧楋紝2,532琛屾柊浠ｇ爜锛?2涓<32>柊鏂囦欢

# 妯″潡 鍔熻兘 娴嬭瘯鐘舵€?
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2 鏃ュ織绯荤粺 缁撴瀯鍖朖SON鏃ュ織 鉁?100%
3 缂撳瓨鏈嶅姟 鍐呭瓨/Redis缂撳瓨 鉁?100%
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5 鍋ュ悍妫€鏌? SAE鍋ュ悍妫€鏌ョ<EFBFBD>鐐? 鉁?100%
6 鐩戞帶鎸囨爣 鎬ц兘鐩戞帶 鉁?100%
7 鏁版嵁搴撹繛鎺ユ睜 Prisma杩炴帴姹犱紭鍖? 鉁?100%
8 鐜<EFBFBD><EFBFBD>閰嶇疆 缁熶竴閰嶇疆绠＄悊 鉁?100%

*鍏抽敭鏂囦欢锛?

  • backend/src/common/storage/ - 瀛樺偍鏈嶅姟
  • backend/src/common/logging/ - 鏃ュ織绯荤粺
  • backend/src/common/cache/ - 缂撳瓨鏈嶅姟
  • backend/src/common/jobs/ - 寮傛<E5AFAE>浠诲姟
  • backend/src/common/health/ - 鍋ュ悍妫€鏌?
  • backend/src/common/monitoring/ - 鐩戞帶鎸囨爣
  • backend/src/config/database.ts - 鏁版嵁搴撻厤缃?
  • backend/src/config/env.ts - 鐜<><E9909C>閰嶇疆

*娴嬭瘯楠岃瘉锛?

  • 娴嬭瘯鑴氭湰锛歚backend/src/scripts/test-platform-infrastructure.ts`
  • 娴嬭瘯API锛歚GET http://localhost:3001/test/platform`
  • 娴嬭瘯缁撴灉锛欰LL_PASSED锛?00%锛?

*鏂囨。杈撳嚭锛?

  • docs/09-鏋舵瀯瀹炴柦/04-骞冲彴鍩虹<E98DA9>璁炬柦瑙勫垝.md - 璇︾粏璁捐<E79281>鏂规<E98F82>
  • docs/08-椤圭洰绠＄悊/03-姣忓懆璁″垝/2025-11-17-骞冲彴鍩虹<E98DA9>璁炬柦瀹炴柦瀹屾垚鎶ュ憡.md
  • docs/08-椤圭洰绠＄悊/03-姣忓懆璁″垝/2025-11-17-骞冲彴鍩虹<E98DA9>璁炬柦楠岃瘉鎶ュ憡.md

2025-11-18锛欳loseAI闆嗘垚涓庢€ц兘浼樺寲

*瀹屾垚鍐呭<EFBFBD>锛? GPT-4o + Claude-4.5 闆嗘垚锛屾€ц兘浼樺寲25鍊?

宸ヤ綔椤? 鐘舵€? 鎴愭灉
鍒涘缓CloseAI鏍稿績閫傞厤鍣? 鉁? CloseAIAdapter.ts
鍒涘缓GPT鍜孋laude灏佽<EFBFBD> 鉁? GPT5Adapter.ts + ClaudeAdapter.ts
鏇存柊绫诲瀷瀹氫箟鍜屽伐鍘傜被 鉁? types.ts + LLMFactory.ts
鍒涘缓娴嬭瘯鑴氭湰 鉁? test-closeai.ts
鎬ц兘浼樺寲 鉁? gpt-5-pro(50绉? 鈫?gpt-4o(1.5绉?
娴嬭瘯楠岃瘉 鉁? 鎵€鏈夋祴璇曢€氳繃锛?涓<>祴璇曪級

*鎬ц兘鎻愬崌锛?

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  • 鍙屾ā鍨嬬瓫閫夛細51绉?鈫?4.8绉掞紙**10鍊嶆彁鍗?*锛夆瓙
  • 娴佸紡璋冪敤锛?7绉?鈫?1.1绉掞紙**52鍊嶆彁鍗?*锛夆瓙

*鍙<EFBFBD>敤鐨凩LM妯″瀷锛?涓<>級锛?

妯″瀷 鍝嶅簲鏃堕棿 鎴愭湰 閫傜敤鍦烘櫙
DeepSeek-V3 13绉? 鏈€浣? 蹇<EFBFBD>€熷垵绛?
GPT-4o *1.5绉? 猸? 閫備腑 楂樿川閲忕瓫閫夛紙鎺ㄨ崘锛?
Claude-4.5 2.8绉? 閫備腑 绗<EFBFBD>笁鏂逛徊瑁?
Qwen3-72B 10绉? 浣? 涓<EFBFBD>枃鐞嗚В
Qwen-Long 15绉? 浣? 瓒呴暱涓婁笅鏂?

鎺ㄨ崘绛涢€夌瓥鐣ワ細

DeepSeek锛堢粡娴庯級+ GPT-4o锛堣川閲忥級鈫?4.8绉?鈫?涓€鑷村垯閲囩撼 鈫?涓嶄竴鑷村垯澶嶆牳

*鍏抽敭鏂囦欢锛?

  • backend/src/common/llm/adapters/CloseAIAdapter.ts - 鏍稿績閫傞厤鍣?
  • backend/src/common/llm/adapters/GPT5Adapter.ts - GPT-4o灏佽<E7818F>
  • backend/src/common/llm/adapters/ClaudeAdapter.ts - Claude灏佽<E7818F>
  • backend/src/scripts/test-closeai.ts - 娴嬭瘯鑴氭湰

*鏂囨。杈撳嚭锛?

  • 鏇存柊 docs/00-绯荤粺鎬讳綋璁捐<E79281>/00-绯荤粺褰撳墠鐘舵€佷笌寮€鍙戞寚鍗?md - 娣诲姞LLM妯″瀷鏀<E780B7>寔璇︽儏

2025-11-18锛氭枃妗ｄ綋绯诲畬鍠?

*瀹屾垚鍐呭<EFBFBD>锛? 鍒涘缓鏂扮殑鏍稿績鏂囨。锛屽畬鍠凙I瀵规帴鏂囨。

鏂囨。 鐢ㄩ€? 鐘舵€?
00-绯荤粺褰撳墠鐘舵€佷笌寮€鍙戞寚鍗?md 绯荤粺鐪熷疄鐘舵€?鏍稿績瑙勮寖 鉁?鏂板缓
START-HERE-FOR-NEW-AI.md 鏂癆I 2鍒嗛挓蹇<E68C93>€熷惎鍔? 鉁?鏂板缓
[AI瀵规帴] ASL妯″潡蹇<E6BDA1>€熶笂涓嬫枃.md ASL寮€鍙戝揩閫熶笂鎵? 鉁?鏇存柊

馃幆 涓嬩竴姝ヤ换鍔★紙缁欐柊AI锛?

浠诲姟锛氬紑鍙慉SL妯″潡 - 鏍囬<E98F8D>鎽樿<E98EBD>鍒濈瓫鍔熻兘

寮€鍙戝懆鏈燂細 4鍛? 绗<EFBFBD>竴姝ワ細 瀹氫箟鏁版嵁搴揝chema锛?灏忔椂锛? *浜や粯鐩<EFBFBD>爣锛? Excel瀵煎叆 鈫?AI鍙屾ā鍨嬬瓫閫?鈫?浜哄伐澶嶆牳 鈫?瀵煎嚭缁撴灉

*璇︾粏浠诲姟娓呭崟锛? docs/03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/04-寮€鍙戣<E98D99>鍒?03-浠诲姟鍒嗚В.md锛?0+涓<>换鍔★級

馃摎 缁欐柊AI鐨勫繀璇绘竻鍗曪紙鎸夐『搴忥級

馃敟 棣栨<E6A3A3>鍚<EFBFBD>姩蹇呰<E8B987>锛?鍒嗛挓锛?

**馃搫 START-HERE-FOR-NEW-AI.md**锛堥」鐩<E3808D>牴鐩<E789B4>綍锛?

  • 10绉掗€熻<EFBFBD>椤圭洰姒傚喌
  • 宸插畬鎴愬伐浣滄€荤粨
  • 绗<EFBFBD>竴姝ユ搷浣滄寚鍗?
  • 鏍稿績浠ｇ爜绀轰緥
  • 绂佹<EFBFBD>鎿嶄綔娓呭崟

猸?绯荤粺鍏ㄨ矊锛?0鍒嗛挓锛?

馃搫 docs/00-绯荤粺鎬讳綋璁捐<E79281>/00-绯荤粺褰撳墠鐘舵€佷笌寮€鍙戞寚鍗?md

  • Part 1.3锛氬悗绔<EFBFBD>灦鏋?- 骞冲彴鍩虹<E98DA9>璁炬柦锛堝繀璇伙級
    • 8涓<EFBFBD>ā鍧楃殑浣跨敤鏂规硶
    • 璇︾粏浠ｇ爜绀轰緥
  • **Part 2.3锛氫簯鍘熺敓寮€鍙戣<EFBFBD>鑼?*锛堝繀椤婚伒瀹堬級
    • DO/DON'T娓呭崟
    • 绂佹<EFBFBD>鎿嶄綔鍒楄〃
  • LLM妯″瀷鏀<EFBFBD>寔锛堝繀璇伙級
    • 5涓<EFBFBD>ā鍨嬬殑璋冪敤鏂瑰紡
    • 鎬ц兘娴嬭瘯缁撴灉

猸?ASL寮€鍙戞寚鍗楋紙15鍒嗛挓锛?

馃搫 docs/03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/[AI瀵规帴] ASL妯″潡蹇<E6BDA1>€熶笂涓嬫枃.md

  • 馃挰 缁欐柊AI鐨勪竴娈佃瘽
  • 褰撳墠鐘舵€佽<EFBFBD>鎯?
  • 蹇呰<EFBFBD>鏂囨。娓呭崟
  • 蹇<EFBFBD>€熼棶绛?
  • 绔嬪嵆寮€濮嬬殑姝ラ<EFBFBD>

猸?璇︾粏寮€鍙戣<E98D99>鍒掞紙20鍒嗛挓锛?

馃搫 docs/03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/04-寮€鍙戣<E98D99>鍒?02-鏍囬<E98F8D>鎽樿<E98EBD>鍒濈瓫寮€鍙戣<E98D99>鍒?md

  • Week 1 Day 1锛氬畬鏁寸殑Prisma Schema浠ｇ爜锛堝彲鐩存帴澶嶅埗锛?
  • 姣忓ぉ鐨勮<EFBFBD>缁嗗紑鍙戜换鍔?
  • LLM绛涢€夋湇鍔′唬鐮佺ず渚?

馃搵 浠诲姟鍒嗚В娓呭崟锛?5鍒嗛挓锛?

馃搫 docs/03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/04-寮€鍙戣<E98D99>鍒?03-浠诲姟鍒嗚В.md

  • 80+涓<><E6B693>缁嗕换鍔?
  • 姣忎釜浠诲姟鐨勯獙鏀舵爣鍑?
  • 绗<EFBFBD>竴涓<EFBFBD>换鍔★細T1.1.1 璁捐<E79281>Prisma Schema

馃攽 鍏抽敭淇℃伅閫熸煡

鏂囦欢璺<EFBFBD>緞

# 椤圭洰鏍圭洰褰?
D:\MyCursor\AIclinicalresearch\

# 鏍稿績鏂囨。
START-HERE-FOR-NEW-AI.md                    # 2鍒嗛挓蹇<E68C93>€熷惎鍔?猸?
docs/00-绯荤粺鎬讳綋璁捐<E79281>/
  鈹斺攢鈹€ 00-绯荤粺褰撳墠鐘舵€佷笌寮€鍙戞寚鍗?md           # 绯荤粺鍏ㄨ矊 猸愨瓙猸?

# ASL寮€鍙戞枃妗?
docs/03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/
  鈹溾攢鈹€ [AI瀵规帴] ASL妯″潡蹇<E6BDA1>€熶笂涓嬫枃.md         # ASL蹇<4C>€熶笂鎵?猸愨瓙
  鈹斺攢鈹€ 04-寮€鍙戣<E98D99>鍒?
      鈹溾攢鈹€ 02-鏍囬<E98F8D>鎽樿<E98EBD>鍒濈瓫寮€鍙戣<E98D99>鍒?md        # 璇︾粏璁″垝+浠ｇ爜 猸愨瓙猸?
      鈹斺攢鈹€ 03-浠诲姟鍒嗚В.md                    # 80+浠诲姟娓呭崟 猸愨瓙

# 骞冲彴鍩虹<E98DA9>璁炬柦
backend/src/common/                         # 8涓<38>ā鍧楋紙storage/logging/cache/jobs绛夛級
backend/src/common/llm/adapters/            # 5涓狶LM妯″瀷閫傞厤鍣?

# ASL寮€鍙戜綅缃?
backend/src/modules/asl/                    # 鍚庣<E98D9A>浠ｇ爜锛堢┖鐩<E29496>綍锛屽緟寮€鍙戯級
frontend-v2/src/modules/asl/                # 鍓嶇<E98D93>浠ｇ爜锛堝崰浣嶏紝寰呭紑鍙戯級
backend/prisma/schema.prisma                # 鏁版嵁搴揝chema锛堝緟娣诲姞ASL琛<4C>級

Git浠撳簱

杩滅▼浠撳簱锛歨ttps://gitee.com/hahafeng117/AIclinicalresearch.git
鍒嗘敮锛歮aster
鐢ㄦ埛锛欻aHafeng / gofeng117@163.com

鏈嶅姟鍦板潃

鍚庣<EFBFBD>锛歨ttp://localhost:3001
鍓嶇<E98D93>锛歨ttp://localhost:5173
鍋ュ悍妫€鏌ワ細http://localhost:3001/health
娴嬭瘯API锛歨ttp://localhost:3001/test/platform

鈿狅笍 閲嶈<E996B2>鎻愰啋锛堝繀椤婚伒瀹堬級

鏍稿績鍘熷垯锛?鏉★級

  1. 鉁?澶嶇敤骞冲彴鍩虹<EFBFBD>璁炬柦 - storage/logger/cache/jobQueue
  2. 鉁?*闆朵唬鐮佺幆澧冨垏鎹? - 鐜<><E9909C>鍙橀噺鎺у埗
  3. 鉁?Schema闅旂<EFBFBD> - 鎵€鏈夎〃 @@schema("asl_schema")
  4. 鉁?*浜戝師鐢熶紭鍏? - 鏃犵姸鎬併€佸紓姝ヤ换鍔°€佸唴瀛樿В鏋?
  5. 鉁?鎵归噺Git鎻愪氦 - 涓€澶╃粨鏉熷悗缁熶竴鎻愪氦

绂佹<EFBFBD>鐨勬搷浣滐紙10鏉★級

  1. 鉂?棰戠箒Git鎻愪氦
  2. 鉂?鏈<>湴鏂囦欢瀛樺偍锛坄fs.writeFileSync`锛?
  3. 鉂?閲嶅<E996B2>瀹炵幇骞冲彴鏈嶅姟
  4. 鉂?鍚屾<E98D9A>澶勭悊闀夸换鍔?
  5. 鉂?纭<>紪鐮侀厤缃?
  6. 鉂?鍒涘缓鏂癙risma瀹炰緥
  7. 鉂?浣跨敤any绫诲瀷
  8. 鉂?璺⊿chema鏌ヨ<E98F8C>
  9. 鉂?鎻愪氦鏈<E6B0A6>祴璇曚唬鐮?
  10. 鉂?寮哄埗鎺ㄩ€佸埌master

*璇︾粏璇存槑锛? docs/00-绯荤粺鎬讳綋璁捐<E79281>/00-绯荤粺褰撳墠鐘舵€佷笌寮€鍙戞寚鍗?md Part 3

馃殌 鏂癆I鍚<49>姩娴佺▼锛?姝ワ級

Step 1: 闃呰<E99783>鍚<EFBFBD>姩鏂囨。锛?鍒嗛挓锛夆瓙

鎵撳紑锛歋TART-HERE-FOR-NEW-AI.md

Step 2: 闃呰<E99783>绯荤粺鍏ㄨ矊锛?0鍒嗛挓锛夆瓙猸愨瓙

鎵撳紑锛歞ocs/00-绯荤粺鎬讳綋璁捐<E79281>/00-绯荤粺褰撳墠鐘舵€佷笌寮€鍙戞寚鍗?md
閲嶇偣闃呰<E99783>锛?
  - Part 1.3锛氬钩鍙板熀纭€璁炬柦锛堝繀璇伙級
  - LLM妯″瀷鏀<E780B7>寔绔犺妭锛堝繀璇伙級
  - Part 2.3锛氫簯鍘熺敓寮€鍙戣<EFBFBD>鑼冿紙蹇呴』閬靛畧锛?
  - Part 3锛氶噸瑕佸師鍒欎笌绂佸繉锛堝繀椤婚伒瀹堬級

Step 3: 鏌ョ湅ASL寮€鍙戣<E98D99>鍒掞紙15鍒嗛挓锛夆瓙猸?

鎵撳紑锛歞ocs/03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/04-寮€鍙戣<E98D99>鍒?02-鏍囬<E98F8D>鎽樿<E98EBD>鍒濈瓫寮€鍙戣<E98D99>鍒?md
閲嶇偣鏌ョ湅锛?
  - Week 1 Day 1锛歅risma Schema浠ｇ爜锛堢<E9949B>299-402琛岋級
  - 浜戝師鐢熷紑鍙戞敞鎰忎簨椤癸紙绗?7-162琛岋級

Step 4: 寮€濮嬬<E6BFAE>涓€涓<E282AC>换鍔★紙2灏忔椂锛?

浠诲姟ID锛歍1.1.1 - 璁捐<E79281>Prisma Schema
鏂囦欢浣嶇疆锛歜ackend/prisma/schema.prisma
鍙傝€冧唬鐮侊細02-鏍囬<E98F8D>鎽樿<E98EBD>鍒濈瓫寮€鍙戣<E98D99>鍒?md Week 1 Day 1

馃捇 骞冲彴鍩虹<E98DA9>璁炬柦浣跨敤鎸囧崡锛堝叧閿<E58FA7>級

1. 瀛樺偍鏈嶅姟锛堝繀椤讳娇鐢<E5A887>級

import { storage } from '@/common/storage'

// 涓婁紶PDF鏂囦欢
const url = await storage.upload('literature/123.pdf', buffer)

// 涓嬭浇鏂囦欢
const buffer = await storage.download('literature/123.pdf')

// 鍒犻櫎鏂囦欢
await storage.delete('literature/123.pdf')

// 鐜<><E9909C>鍒囨崲锛堥浂浠ｇ爜锛?
// 鏈<>湴锛歋TORAGE_TYPE=local 鈫?瀛樺偍鍒?backend/uploads/
// 浜戠<E6B59C>锛歋TORAGE_TYPE=oss   鈫?瀛樺偍鍒伴樋閲屼簯OSS

2. 鏃ュ織绯荤粺锛堝繀椤讳娇鐢<E5A887>級

import { logger } from '@/common/logging'

// 鍩虹<E98DA9>鏃ュ織
logger.info('User logged in', { userId: 123 })
logger.error('Database error', { error: err.message })

// 甯︽ā鍧椾笂涓嬫枃
const aslLogger = logger.child({ module: 'ASL', projectId: 456 })
aslLogger.info('Screening started', { count: 100 })

// 杈撳嚭鏍煎紡锛?
// 鏈<>湴锛氬僵鑹插彲璇绘牸寮?
// 鐢熶骇锛欽SON鏍煎紡锛堥樋閲屼簯SLS瑙ｆ瀽锛?

3. 缂撳瓨鏈嶅姟锛堟帹鑽愪娇鐢<E5A887>級

import { cache } from '@/common/cache'

// 缂撳瓨LLM鍝嶅簲锛堝噺灏戞垚鏈<E59E9A>級
const cacheKey = `llm:${model}:${hash(prompt)}`
const cached = await cache.get(cacheKey)

if (!cached) {
  const response = await llm.chat(prompt)
  await cache.set(cacheKey, response, 60 * 60)  // 1灏忔椂
  return response
}

return cached

4. 寮傛<E5AFAE>浠诲姟锛堝繀椤讳娇鐢<E5A887>級

import { jobQueue } from '@/common/jobs'

// 鍒涘缓寮傛<E5AFAE>浠诲姟锛堢珛鍗宠繑鍥烇紝閬垮厤瓒呮椂锛?
const job = await jobQueue.push('asl:screening', {
  projectId: 123,
  literatureIds: [1, 2, 3, ..., 1000]  // 澶ч噺鏁版嵁
})

// 杩斿洖浠诲姟ID缁欏墠绔?
res.send({ jobId: job.id, status: 'processing' })

// 鍓嶇<E98D93>杞<EFBFBD><E69D9E>浠诲姟鐘舵€?
const status = await jobQueue.getJob(job.id)
// { status: 'processing', progress: 45 }

5. LLM璋冪敤锛堝弻妯″瀷绛涢€夛級

import { LLMFactory } from '@/common/llm/adapters'

// 骞惰<E9AA9E>璋冪敤涓や釜妯″瀷锛?.8绉掑畬鎴愶級
const [deepseekResult, gpt4oResult] = await Promise.all([
  LLMFactory.getAdapter('deepseek-v3').chat(messages),
  LLMFactory.getAdapter('gpt-5').chat(messages)  // 瀹為檯浣跨敤 gpt-4o
])

// 鍒ゆ柇涓€鑷存€?
if (deepseekResult.decision === gpt4oResult.decision) {
  // 鍏辫瘑搴﹂珮锛岀洿鎺ラ噰绾?
  return { decision: deepseekResult.decision, consensus: 'high' }
} else {
  // 涓嶄竴鑷达紝鍚<E7B49D>敤Claude浠茶<E6B5A0>鎴栦汉宸ュ<E5AEB8>鏍?
  const claudeResult = await LLMFactory.getAdapter('claude-4.5').chat(messages)
  return { decision: claudeResult.decision, consensus: 'medium', needReview: true }
}

馃搳 浠ｇ爜缁熻<E7BC81>

骞冲彴鍩虹<EFBFBD>璁炬柦锛?025-11-17锛夛細

  • 鏂板<EFBFBD>鏂囦欢锛?2涓?
  • 鏂板<EFBFBD>浠ｇ爜锛?,532琛?
  • 娴嬭瘯瑕嗙洊鐜囷細100%

CloseAI闆嗘垚锛?025-11-18锛夛細

  • 鏂板<EFBFBD>鏂囦欢锛?涓?
  • 鏂板<EFBFBD>浠ｇ爜锛殈500琛?
  • 娴嬭瘯閫氳繃锛?/4

*鎬昏<EFBFBD>锛堜袱澶╁伐浣滐級锛?

  • 鏂板<EFBFBD>鏂囦欢锛?6涓?
  • 鏂板<EFBFBD>浠ｇ爜锛殈3,000琛?
  • 娴嬭瘯鐘舵€侊細鍏ㄩ儴閫氳繃

馃攧 Git鎻愪氦璁板綍

鏈€鍚庝竴娆℃彁浜わ細 2025-11-18
*鎻愪氦鍐呭<EFBFBD>锛? 骞冲彴鍩虹<E98DA9>璁炬柦瀹炴柦瀹屾垚
*鎻愪氦绫诲瀷锛? feat(platform): 瀹屾垚骞冲彴鍩虹<E98DA9>璁炬柦8涓<38>ā鍧?

*鈿狅笍 娉ㄦ剰锛?

  • CloseAI闆嗘垚浠ｇ爜灏氭湭鎻愪氦鍒癎it
  • 绛堿SL妯″潡寮€鍙戜竴璧锋彁浜わ紙閬靛惊鎵归噺鎻愪氦鍘熷垯锛?
  • 鐢ㄦ埛瑕佹眰锛氫竴澶╁伐浣滅粨鏉熷悗缁熶竴鎻愪氦

馃幆 鏂癆I鐨勭<E990A8>涓€涓<E282AC>换鍔?

浠诲姟ID锛歍1.1.1 - 璁捐<E79281>Prisma Schema

*浠诲姟鎻忚堪锛? 鍦?backend/prisma/schema.prisma 涓<>畾涔?涓狝SL妯″瀷

*鎵€闇€鏃堕棿锛? 2灏忔椂

鍙傝€冧唬鐮侊細 docs/03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/04-寮€鍙戣<E98D99>鍒?02-鏍囬<E98F8D>鎽樿<E98EBD>鍒濈瓫寮€鍙戣<E98D99>鍒?md 绗?99-402琛?

*楠屾敹鏍囧噯锛?

  • 4涓<EFBFBD>ā鍨嬪畾涔夊畬鎴愶紙AslScreeningProject, AslLiterature, AslScreeningResult, AslScreeningTask锛?
  • 姣忎釜妯″瀷鍖呭惈 @@schema("asl_schema")
  • 涓嶶ser妯″瀷鐨勫叧鑱斿畾涔?
  • 鍖呭惈OSS鐩稿叧瀛楁<EFBFBD>锛坧dfUrl, pdfOssKey, pdfFileSize锛?
  • 杩佺Щ鎴愬姛锛歚npx prisma migrate dev`
  • 瀹㈡埛绔<EFBFBD>敓鎴愶細npx prisma generate
  • 绫诲瀷妫€鏌ラ€氳繃

*鎵ц<EFBFBD>鍛戒护锛?

cd backend
npx prisma migrate dev --name add_asl_screening_tables
npx prisma generate

馃挕 甯歌<E794AF>闂<EFBFBD><E99782>棰勫垽

*Q1锛氬墠鍚庣<EFBFBD>鏈嶅姟濡備綍鍚<EFBFBD>姩锛?

# 鍚庣<E98D9A>
cd backend
npm run dev  # http://localhost:3001

# 鍓嶇<E98D93>
cd frontend-v2
npm run dev  # http://localhost:5173

*Q2锛氬<EFBFBD>浣曟祴璇曞钩鍙板熀纭€璁炬柦锛?

# 璁块棶娴嬭瘯API
curl http://localhost:3001/test/platform

# 鎴栬繍琛屾祴璇曡剼鏈?
cd backend
npx tsx src/scripts/test-platform-infrastructure.ts

*Q3锛氬<EFBFBD>浣曟祴璇旵loseAI闆嗘垚锛?

cd backend
npx tsx src/scripts/test-closeai.ts
# 棰勬湡锛?涓<>祴璇曞叏閮ㄩ€氳繃锛屾€昏€楁椂<10绉?

*Q4锛氭暟鎹<EFBFBD>簱濡備綍杩炴帴锛?

# .env 鏂囦欢宸查厤缃?
DATABASE_URL=postgresql://postgres:postgres@localhost:5432/ai_clinical

# Prisma Studio锛堟煡鐪嬫暟鎹<E69A9F>簱锛?
cd backend
npx prisma studio

Q5锛氬<EFBFBD>浣曟煡鐪嬫棩蹇楋紵

# 鍚庣<E98D9A>鎺у埗鍙颁細杈撳嚭缁撴瀯鍖栨棩蹇?
# 鏈<>湴锛氬僵鑹插彲璇绘牸寮?
# 鐢熶骇锛欽SON鏍煎紡

馃搶 寮€鍙戞敞鎰忎簨椤?

浜戝師鐢熷紑鍙戣<EFBFBD>姹傦紙蹇呴』閬靛畧锛?

  1. 鉁?Excel蹇呴』鍐呭瓨瑙ｆ瀽锛堜笉钀界洏锛?

    const workbook = xlsx.read(buffer, { type: 'buffer' })

  2. 鉁?LLM鎵归噺浠诲姟蹇呴』寮傛<E5AFAE>澶勭悊

    const job = await jobQueue.push('asl:screening', data)

  3. 鉁?鏂囦欢涓婁紶浣跨敤瀛樺偍鏈嶅姟

    await storage.upload('literature/file.pdf', buffer)

  4. 鉁?浣跨敤鍏ㄥ眬Prisma瀹炰緥

    import { prisma } from '@/config/database'

  5. 鉁?缁撴瀯鍖栨棩蹇楄緭鍑?

    logger.info('Operation', { userId, action })

Git鎻愪氦瑕佹眰锛堝繀椤婚伒瀹堬級

  1. 鉁?涓€澶╁伐浣滅粨鏉熷悗缁熶竴鎻愪氦锛堜笉瑕侀<E79195>绻佹彁浜わ級
  2. 鉁?蹇呴』娴嬭瘯楠岃瘉鍚庢墠鑳芥彁浜?
  3. 鉁?Commit Message鏍煎紡锛歚feat(asl): 鎻忚堪`

馃帀 浜ゆ帴瀹屾垚

*鍓嶄换AI宸ヤ綔鎴愭灉锛?

  • 鉁?骞冲彴鍩虹<E98DA9>璁炬柦锛?涓<>ā鍧楋級
  • 鉁?CloseAI闆嗘垚锛圙PT-4o + Claude锛?
  • 鉁?鎬ц兘浼樺寲锛?5鍊嶆彁鍗囷級
  • 鉁?瀹屾暣鏂囨。浣撶郴

*鍚庝换AI宸ヤ綔璧风偣锛?

  • 馃殌 鎵€鏈変緷璧栧氨缁?
  • 馃殌 5涓狶LM妯″瀷鍙<E780B7>敤
  • 馃殌 骞冲彴鏈嶅姟瀹屾暣
  • 馃殌 璇︾粏鏂囨。鎸囧<E98EB8>
  • 馃殌 绗<>竴涓<E7ABB4>换鍔℃槑纭?

*绁濆紑鍙戦『鍒╋紒浠?T1.1.1 寮€濮嬪惂锛? 馃殌

*鏂囨。璺<EFBFBD>緞锛? AIclinicalresearch/docs/08-椤圭洰绠＄悊/03-姣忓懆璁″垝/2025-11-18-AI鍔╂墜宸ヤ綔浜ゆ帴.md
鏈€鍚庢洿鏂帮細 2025-11-18
缁存姢鑰咃細 AI鍔╂墜

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