HaHafeng
1b53ab9d52
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%)
ASL 娴嬭瘯鏁版嵁闆?
*鍒涘缓鏃ユ湡锛? 2025-11-15
缁存姢浜猴細 ASL 寮€鍙戝洟闃? 鐢ㄩ€旓細 鐢ㄤ簬娴嬭瘯 AI 鏅鸿兘鏂囩尞妯″潡鐨勫噯纭<E599AF>巼鍜岃川閲?
馃搵 鏁版嵁闆嗘<E99786>瑙?
鏈<EFBFBD>洰褰曞寘鍚<EFBFBD>敤浜庢祴璇?ASL 妯″潡鍚勯」鍔熻兘鐨勬祴璇曟暟鎹<E69A9F>泦锛屽寘鎷<E5AF98>細
| 娴嬭瘯绫诲瀷 | 鏂囦欢澶? | 鏁版嵁閲? | 鐘舵€? |
|---|---|---|---|
| 鏍囬<EFBFBD>鎽樿<EFBFBD>鍒濈瓫 | screening/ |
199 绡? | 鉁?寰呭<E5AFB0>鍏? |
| PDF 鍏ㄦ枃鎻愬彇 | pdf-extraction/ |
寰呰ˉ鍏? | 鈴?寰呰ˉ鍏? |
馃搧 鏂囦欢澶圭粨鏋?
03-娴嬭瘯鏁版嵁/
鈹溾攢鈹€ README.md 鈫?褰撳墠鏂囦欢
鈹?
鈹溾攢鈹€ screening/ 鈫?鏍囬<E98F8D>鎽樿<E98EBD>鍒濈瓫娴嬭瘯鏁版嵁
鈹? 鈹溾攢鈹€ literature-list-199.xlsx 鈫?199 绡囨枃鐚<E69E83>垪琛<E59EAA>紙鏍囬<E98F8D>+鎽樿<E98EBD>锛?
鈹? 鈹溾攢鈹€ picos-criteria.txt 鈫?PICOS 鏍囧噯瀹氫箟
鈹? 鈹溾攢鈹€ inclusion-criteria.txt 鈫?绾冲叆鏍囧噯
鈹? 鈹溾攢鈹€ exclusion-criteria.txt 鈫?鎺掗櫎鏍囧噯
鈹? 鈹斺攢鈹€ gold-standard.json 鈫?浜哄伐鏍囨敞鐨勬<E990A8>纭<EFBFBD>粨鏋滐紙閲戞爣鍑嗭級
鈹?
鈹斺攢鈹€ pdf-extraction/ 鈫?PDF 鍏ㄦ枃鎻愬彇娴嬭瘯鏁版嵁
鈹溾攢鈹€ sample-01-rct.pdf 鈫?RCT 鐮旂┒鏍锋湰
鈹溾攢鈹€ sample-02-cohort.pdf 鈫?闃熷垪鐮旂┒鏍锋湰
鈹溾攢鈹€ sample-03-with-tables.pdf 鈫?鍖呭惈澶嶆潅琛ㄦ牸鐨勬牱鏈?
鈹溾攢鈹€ sample-04-chinese.pdf 鈫?涓<>枃鏂囩尞鏍锋湰
鈹斺攢鈹€ README.md
馃幆 浣跨敤鏂规硶
1. 瀵煎叆娴嬭瘯鏁版嵁
*璇锋寜浠ヤ笅姝ラ<EFBFBD>瀵煎叆鎮ㄧ殑娴嬭瘯鏁版嵁锛?
锛?锛夋爣棰樻憳瑕佸垵绛涙祴璇曟暟鎹?
*鏂囦欢娓呭崟锛?
literature-list-199.xlsx锛?99 绡囪嫳鏂囨枃鐚<E69E83>垪琛?picos-criteria.txt锛歅ICOS 鏍囧噯锛圥opulation, Intervention, Comparison, Outcome, Study Design锛?gold-standard.json锛氫汉宸ユ爣娉ㄧ殑姝ｇ‘缁撴灉
*Excel 鏂囦欢鏍煎紡瑕佹眰锛?
鍒楀悕锛堝繀椤伙級锛?
- Title锛堟爣棰橈級
- Abstract锛堟憳瑕侊級
- DOI锛堝彲閫夛級
- Authors锛堜綔鑰咃紝鍙<E7B49D>€夛級
- Year锛堝勾浠斤紝鍙<E7B49D>€夛級
- Journal锛堟湡鍒婏紝鍙<E7B49D>€夛級
绀轰緥锛?
| Title | Abstract | DOI | Authors | Year | Journal |
|--------------------------------|---------------------------|---------------|--------------|------|---------|
| Effect of aspirin on ... | Background: ... | 10.1038/... | Smith J, ... | 2020 | NEJM |
*PICOS 鏍囧噯鏍煎紡锛?
# PICOS 鏍囧噯
## Population锛堜汉缇わ級
- 鎴愬勾楂樿<E6A582>鍘嬫偅鑰咃紙骞撮緞 鈮?18 宀侊級
- 鏃犲績琛€绠＄柧鐥呭彶
## Intervention锛堝共棰勶級
- 姣忔棩鏈嶇敤闃垮徃鍖规灄 100mg
## Comparison锛堝<E9949B>鐓э級
- 瀹夋叞鍓傛垨鏃犳不鐤?
## Outcome锛堢粨灞€锛?
- 涓昏<E6B693>缁撳眬锛氬績琛€绠′簨浠跺彂鐢熺巼
- 娆¤<E5A886>缁撳眬锛氬叏鍥犳<E98DA5>浜＄巼
## Study Design锛堢爺绌惰<E7BB8C>璁★級
- 闅忔満瀵圭収璇曢獙锛圧CT锛?
- 闃熷垪鐮旂┒锛圕ohort Study锛?
閲戞爣鍑嗘牸寮忥紙JSON锛夛細
{
"metadata": {
"total": 199,
"annotatedBy": "鍖诲<E98D96>涓撳<E6B693>濮撳悕",
"annotatedDate": "2025-11-15",
"expectedAccuracy": 0.90
},
"results": [
{
"id": 1,
"doi": "10.1038/nature12373",
"title": "...",
"decision": "include",
"reason": "绗﹀悎 PICO 鏍囧噯锛氫汉缇や负鎴愬勾楂樿<E6A582>鍘嬫偅鑰咃紝骞查<E9AA9E>涓洪樋鍙稿尮鏋?..",
"confidence": 1.0
},
{
"id": 2,
"decision": "exclude",
"reason": "涓嶇<E6B693>鍚堢撼鍏ユ爣鍑嗭細浜虹兢涓哄効绔ユ偅鑰?,
"confidence": 0.95
}
]
}
锛?锛塒DF 鍏ㄦ枃鎻愬彇娴嬭瘯鏁版嵁
寤鸿<EFBFBD>鍑嗗<EFBFBD>鐨勬牱鏈<EFBFBD>被鍨嬶細
- RCT 鐮旂┒锛堥殢鏈哄<E98F88>鐓ц瘯楠岋級
- 闃熷垪鐮旂┒锛圕ohort Study锛?
- 鍖呭惈澶嶆潅琛ㄦ牸鐨勬枃鐚?
- 鍖呭惈鏁板<EFBFBD>鍏<EFBFBD>紡鐨勬枃鐚?
- 涓<EFBFBD>枃鍖诲<EFBFBD>鏂囩尞锛堟祴璇曡<EFBFBD>瑷€妫€娴嬶級
*鏍锋湰鏁伴噺寤鸿<EFBFBD>锛? 5-10 绡?
2. 杩愯<E69DA9>娴嬭瘯
锛?锛夋爣棰樻憳瑕佸垵绛涙祴璇?
# 杩涘叆鍚庣<E98D9A>鐩<EFBFBD>綍
cd AIclinicalresearch/backend
# 杩愯<E69DA9>鍒濈瓫娴嬭瘯
npm run test:asl:screening
# 鎴栬€呮墜鍔ㄦ祴璇曪細
# 1. 鍚<>姩鍚庣<E98D9A>鏈嶅姟
npm run dev
# 2. 閫氳繃鍓嶇<E98D93>涓婁紶 literature-list-199.xlsx
# 3. 閰嶇疆 PICOS 鏍囧噯锛堝<E9949B>鍒?picos-criteria.txt 鍐呭<E98D90>锛?
# 4. 杩愯<E69DA9>鎵归噺绛涢€?
# 5. 瀵煎嚭缁撴灉锛屼笌 gold-standard.json 瀵规瘮
锛?锛夎瘎浼板噯纭<E599AF>巼
# 鑷<>姩璇勪及鍑嗙‘鐜囷紙涓庨噾鏍囧噯瀵规瘮锛?
npm run test:asl:evaluate -- \
--result ./screening-result.json \
--gold-standard ./gold-standard.json
# 杈撳嚭绀轰緥锛?
# 鉁?鍑嗙‘鐜? 92.5%
# 鉁?涓€鑷寸巼: 88.9%
# 鈿狅笍 鍋囬槼鎬х巼: 5.2%
# 鈿狅笍 鍋囬槾鎬х巼: 2.3%
3. 璐ㄩ噺鎸囨爣
| 鎸囨爣 | MVP 鐩<>爣 | V1.0 鐩<>爣 | V2.0 鐩<>爣 |
|---|---|---|---|
| *鍑嗙‘鐜? | 鈮?85% | 鈮?90% | 鈮?95% |
| 涓€鑷寸巼锛堝弻妯″瀷锛? | 鈮?80% | 鈮?85% | 鈮?90% |
| 鍋囬槼鎬х巼 | 鈮?10% | 鈮?5% | 鈮?3% |
| 鍋囬槾鎬х巼 | 鈮?5% | 鈮?3% | 鈮?2% |
馃搳 娴嬭瘯鏁版嵁缁熻<E7BC81>
鏍囬<EFBFBD>鎽樿<EFBFBD>鍒濈瓫鏁版嵁闆?
*鍩烘湰淇℃伅锛?
- **鎬绘暟閲?*: 199 绡?
- 鏁版嵁鏉ユ簮: [璇峰～鍐欐暟鎹<E69A9F>潵婧怾
- 棰嗗煙: 鍖诲<E98D96>/涓村簥鐮旂┒
- 璇<EFBFBD>█: 鑻辨枃
- 骞翠唤鑼冨洿: [璇峰～鍐橾
*棰勬湡鍒嗗竷锛?
绾冲叆锛圛nclude锛? ~45 绡囷紙23%锛?
鎺掗櫎锛圗xclude锛? ~132 绡囷紙66%锛?
涓嶇‘瀹氾紙Uncertain锛? ~22 绡囷紙11%锛?
*鐮旂┒绫诲瀷鍒嗗竷锛堥<EFBFBD>浼帮級锛?
RCT: ~60 绡囷紙30%锛?
闃熷垪鐮旂┒: ~50 绡囷紙25%锛?
鐥呬緥瀵圭収: ~30 绡囷紙15%锛?
妯<>柇闈㈢爺绌? ~30 绡囷紙15%锛?
鍏朵粬: ~29 绡囷紙15%锛?
PDF 鍏ㄦ枃鎻愬彇鏁版嵁闆?
*寰呰ˉ鍏?
鈿狅笍 鏁版嵁浣跨敤娉ㄦ剰浜嬮」
1. 鐗堟潈澹版槑
- 鏈<EFBFBD>祴璇曟暟鎹<EFBFBD>泦浠呯敤浜?ASL 妯″潡寮€鍙戝拰娴嬭瘯
- 涓嶅緱鐢ㄤ簬鍟嗕笟鐢ㄩ€?
- 涓嶅緱鍏<EFBFBD>紑鍒嗗彂鎴栦紶鎾?
- 璇烽伒瀹堝師鏂囩尞鐨勭増鏉冭<EFBFBD>鍙?
2. 鏁版嵁闅愮<E99785>
- 纭<EFBFBD>繚娴嬭瘯鏁版嵁涓嶅寘鍚<EFBFBD>晱鎰熶俊鎭?
- 濡傚寘鍚<EFBFBD>偅鑰呮暟鎹<EFBFBD>紝蹇呴』宸茶劚鏁忓<EFBFBD>鐞?
- 閬靛畧 GDPR銆丠IPAA 绛夋暟鎹<E69A9F>繚鎶ゆ硶瑙?
3. 璐ㄩ噺瑕佹眰
- 閲戞爣鍑嗗繀椤荤敱鍖诲<EFBFBD>涓撳<EFBFBD>鏍囨敞
- 鏍囨敞浜洪渶鍏峰<EFBFBD>鐩稿叧棰嗗煙涓撲笟鐭ヨ瘑
- 鏍囨敞杩囩▼闇€鏈夎川閲忔帶鍒舵満鍒?
- 寤鸿<EFBFBD>鍙屼汉鐙<EFBFBD>珛鏍囨敞锛屽啿绐侀渶绗<EFBFBD>笁鏂逛徊瑁?
馃攧 鏁版嵁鏇存柊璁板綍
| 鏃ユ湡 | 鏇存柊鍐呭<EFBFBD> | 鏇存柊浜? |
|---|---|---|
| 2025-11-15 | 鍒涘缓娴嬭瘯鏁版嵁鐩<EFBFBD>綍缁撴瀯 | ASL 鍥㈤槦 |
| 寰呮洿鏂? | 瀵煎叆 199 绡囨枃鐚<E69E83>祴璇曟暟鎹? | - |
| 寰呮洿鏂? | 娣诲姞 PDF 鏍锋湰鏁版嵁 | - |
馃摓 鑱旂郴鏂瑰紡
濡傛湁闂<EFBFBD><EFBFBD>锛岃<EFBFBD>鑱旂郴锛?
- **椤圭洰璐熻矗浜?*: [濮撳悕]
- 閭<EFBFBD><EFBFBD>: [閭<><E996AD>]
- 鏂囨。缁存姢: [鏂囨。璺<E38082>緞]
馃摎 鐩稿叧鏂囨。
涓嬩竴姝ヨ<EFBFBD>鍔<EFBFBD>細
- 鉁?鍒涘缓娴嬭瘯鏁版嵁鐩<E5B581>綍缁撴瀯
- 鈴?瀵煎叆鎮ㄧ殑 199 绡囨枃鐚<E69E83>祴璇曟暟鎹<E69A9F>紙
literature-list-199.xlsx锛? - 鈴?鍒涘缓 PICOS 鏍囧噯鏂囦欢锛坄picos-criteria.txt`锛?
- 鈴?鍑嗗<E98D91>閲戞爣鍑嗘爣娉<E788A3>紙
gold-standard.json锛? - 鈴?琛ュ厖 PDF 鏍锋湰鏁版嵁