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%)
525 lines
13 KiB
Markdown
525 lines
13 KiB
Markdown
# ASL妯″潡寮€鍙?- 2025-11-18 宸ヤ綔鎬荤粨
|
||
|
||
**鏃ユ湡**: 2025-11-18
|
||
**宸ヤ綔鏃堕暱**: 鍏ㄥぉ
|
||
**寮€鍙戦樁娈?*: MVP - Prompt璁捐<E79281>涓庝紭鍖?
|
||
|
||
---
|
||
|
||
## 馃幆 浠婃棩鐩<E6A3A9>爣
|
||
|
||
鏍规嵁鐢ㄦ埛鎻愬嚭鐨勪袱涓<EFBFBD>叧閿<EFBFBD>棶棰橈紝杩涜<EFBFBD>绯荤粺鎬ф祴璇曞拰浼樺寲锛?
|
||
1. **绗?姝?*: 娴嬭瘯鍥藉唴澶栨ā鍨嬪樊寮傦紝纭<E7B49D>畾鏄<E795BE>ā鍨嬭兘鍔涜繕鏄疨rompt闂<74><E99782>
|
||
2. **绗?姝?*: 娴嬭瘯瀹芥澗/鏍囧噯/涓ユ牸涓夌<E6B693>绛涢€夐<E282AC>鏍硷紝鎵惧埌鏈€浣崇瓥鐣?
|
||
|
||
---
|
||
|
||
## 鉁?瀹屾垚鎴愭灉
|
||
|
||
### 1. 鍥藉唴澶栨ā鍨嬪<E98DA8>姣旀祴璇?猸?
|
||
|
||
**鐩<>殑**: 纭<>畾鍑嗙‘鐜囦笉楂樻槸妯″瀷鑳藉姏闂<E5A78F><E99782>杩樻槸鍏朵粬闂<E7B2AC><E99782>
|
||
|
||
**娴嬭瘯瀵硅薄**:
|
||
- 鍥藉唴妯″瀷: DeepSeek-V3 + Qwen-Max
|
||
- 鍥介檯妯″瀷: GPT-4o + Claude-4.5
|
||
|
||
**娴嬭瘯鏁版嵁**:
|
||
- 鐢ㄦ埛鎻愪緵鐨勭湡瀹炲崚涓<E5B49A>爺绌舵暟鎹?
|
||
- 5绡囨祴璇曟枃鐚<E69E83>紙2绡囧簲绾冲叆锛?绡囧簲鎺掗櫎锛?
|
||
|
||
**缁撴灉**:
|
||
|
||
| 妯″瀷缁勫悎 | 鍑嗙‘鐜?| 涓€鑷寸巼 | 骞冲潎鑰楁椂 | JSON绋冲畾鎬?|
|
||
|---------|--------|--------|----------|-----------|
|
||
| DeepSeek-V3 + Qwen-Max | 40% | 60% | 16绉?| 鉁?100% |
|
||
| GPT-4o + Claude-4.5 | 0%* | 80% | 10绉?| 鉂?20% |
|
||
|
||
*鍥介檯妯″瀷鍥燡SON鏍煎紡閿欒<E996BF>锛堜腑鏂囧紩鍙凤級瀵艰嚧澶辫触
|
||
|
||
**鏍稿績鍙戠幇**: 鉁?**涓嶆槸妯″瀷鑳藉姏闂<E5A78F><E99782>**
|
||
|
||
---
|
||
|
||
### 2. 涓夌<E6B693>绛涢€夐<E282AC>鏍煎疄鐜?猸?
|
||
|
||
**瀹屾垚鍐呭<E98D90>**:
|
||
- 鉁?瀹芥澗妯″紡Prompt (`v1.1.0-lenient.txt`)
|
||
- 鉁?鏍囧噯妯″紡Prompt (`v1.1.0-standard.txt`)
|
||
- 鉁?涓ユ牸妯″紡Prompt (`v1.1.0-strict.txt`)
|
||
- 鉁?鍚庣<E98D9A>鏀<EFBFBD>寔`style`鍙傛暟
|
||
- 鉁?`llmScreeningService`闆嗘垚涓夌<EFBFBD>椋庢牸
|
||
|
||
**娴嬭瘯缁撴灉**:
|
||
|
||
| 绛涢€夐<E282AC>鏍?| 鍑嗙‘鐜?| 鍙<>洖鐜?| 绮剧‘鐜?| 涓€鑷寸巼 |
|
||
|---------|--------|--------|--------|--------|
|
||
| 鏍囧噯妯″紡 | 60% | 0% | 100% | 100% |
|
||
| 瀹芥澗妯″紡 | 20% | 50% | 0% | 40% |
|
||
|
||
**鏍稿績鍙戠幇**: 鈿狅笍 **鍗曠函璋冩暣瀹芥澗/涓ユ牸鏃犳硶鏍规湰瑙ｅ喅闂<E59685><E99782>**
|
||
|
||
---
|
||
|
||
### 3. JSON瑙ｆ瀽鍣ㄤ慨澶?馃敡
|
||
|
||
**闂<><E99782>**: 鍥介檯妯″瀷杈撳嚭涓<E59AAD>娇鐢ㄤ腑鏂囧紩鍙凤紙`""`锛夛紝瀵艰嚧JSON瑙ｆ瀽澶辫触
|
||
|
||
**淇<><E6B787>鏂规<E98F82>**:
|
||
```typescript
|
||
function cleanJSONString(text: string): string {
|
||
// 1. 鏇挎崲涓<E5B4B2>枃寮曞彿涓篈SCII寮曞彿
|
||
cleaned = cleaned.replace(/"/g, '"');
|
||
cleaned = cleaned.replace(/"/g, '"');
|
||
|
||
// 2. 鏇挎崲鍏ㄨ<E98D8F>閫楀彿銆佸啋鍙?
|
||
cleaned = cleaned.replace(/锛?g, ',');
|
||
cleaned = cleaned.replace(/锛?g, ':');
|
||
|
||
// 3. 绉婚櫎涓嶅彲瑙佸瓧绗?
|
||
cleaned = cleaned.replace(/[\u200B-\u200D\uFEFF]/g, '');
|
||
|
||
return cleaned;
|
||
}
|
||
```
|
||
|
||
**娴嬭瘯缁撴灉**: 鉁?9/9娴嬭瘯閫氳繃锛?00%锛?
|
||
|
||
**淇<>敼鏂囦欢**:
|
||
- `backend/src/common/utils/jsonParser.ts`
|
||
- `backend/src/modules/asl/schemas/screening.schema.ts` (娣诲姞鎻愮ず)
|
||
|
||
---
|
||
|
||
### 4. 鏍规湰闂<E6B9B0><E99782>璇婃柇 馃幆
|
||
|
||
**缁撹<E7BC81>**: **AI vs 浜虹被瀵?杈圭晫鎯呭喌"鐨勭悊瑙ｅ樊寮?*
|
||
|
||
**鍏稿瀷鐭涚浘妗堜緥**:
|
||
|
||
#### 妗堜緥1: 鍦板煙宸<E78599>紓
|
||
```
|
||
绾冲叆鏍囧噯: "浜氭床浜虹兢"
|
||
鏂囩尞: 鍖楅潪浜虹兢RCT
|
||
|
||
AI鐞嗚В: 鍖楅潪鈮犱簹娲?鈫?鎺掗櫎 鉂?
|
||
浜虹被鐞嗚В: 铏介潪浜氭床浣嗘柟娉曚弗璋?鈫?绾冲叆 鉁?
|
||
|
||
鐭涚浘: 瑙勫垯璇?浜氭床"锛屽疄闄呮墽琛屾洿鐏垫椿
|
||
```
|
||
|
||
#### 妗堜緥2: 鐮旂┒绫诲瀷
|
||
```
|
||
鎺掗櫎鏍囧噯: "缁艰堪銆佺梾渚嬫姤鍛娿€佷細璁<E7B4B0>憳瑕?
|
||
鏂囩尞: 2020骞碝eta鍒嗘瀽
|
||
|
||
AI鐞嗚В: Meta鍒嗘瀽=缁艰堪 鈫?鎺掗櫎 鉂?
|
||
浜虹被鐞嗚В: 楂樿川閲廙eta鍒嗘瀽 鈫?绾冲叆 鉁?
|
||
|
||
鐭涚浘: "SR"鍜?缁艰堪"鐨勫畾涔変笉涓€鑷?
|
||
```
|
||
|
||
#### 妗堜緥3: 瀵圭収绫诲瀷
|
||
```
|
||
绾冲叆鏍囧噯: "瀹夋叞鍓傛垨甯歌<E794AF>娌荤枟"
|
||
鏂囩尞: 瀵圭収缁勪负鍙︿竴绉嶈嵂鐗?
|
||
|
||
AI鐞嗚В: 鍙︿竴绉嶈嵂鐗┾墵瀹夋叞鍓?鈫?鎺掗櫎 鉂?
|
||
浜虹被鐞嗚В: 鑽<>墿瀵规瘮鏈夋剰涔?鈫?绾冲叆 鉁?
|
||
|
||
鐭涚浘: "甯歌<E794AF>娌荤枟"鐨勫畾涔変笉鏄庣‘
|
||
```
|
||
|
||
**鏍规湰鍘熷洜**: 绾虫帓鏍囧噯瀛樺湪**闅愬惈瑙勫垯**锛孉I鏃犳硶鐭ラ亾
|
||
|
||
---
|
||
|
||
### 5. 瑙ｅ喅鏂规<E98F82>璁捐<E79281> 馃挕
|
||
|
||
#### 鏂规<E98F82>1: 鐢ㄦ埛鑷<E59F9B>畾涔夎竟鐣屾儏鍐?猸?**鎺ㄨ崘**
|
||
|
||
**瀹炵幇鎬濊矾**:
|
||
1. 鐢ㄦ埛杈撳叆PICOS + 绾虫帓鏍囧噯
|
||
2. 绯荤粺LLM鍒嗘瀽鐢熸垚20绉嶈竟鐣屾儏鍐?
|
||
3. 鐢ㄦ埛纭<E59F9B><E7BAAD>姣忕<E5A7A3>鎯呭喌鐨勫<E990A8>鐞嗘柟寮?
|
||
4. 绯荤粺鍩轰簬纭<E7B0AC><E7BAAD>鐢熸垚瀹氬埗鍖朠rompt
|
||
|
||
**绀轰緥杈圭晫鎯呭喌**:
|
||
- "鍖楅潪浜虹兢鐨勯珮璐ㄩ噺RCT" 鈫?绾冲叆/鎺掗櫎锛?
|
||
- "2020骞村彂琛ㄧ殑Meta鍒嗘瀽" 鈫?绾冲叆/鎺掗櫎锛?
|
||
- "瀵圭収缁勪负鍙︿竴绉嶆爣鍑嗚嵂鐗? 鈫?绾冲叆/鎺掗櫎锛?
|
||
- "闅愭簮鎬у崚涓<E5B49A>紙闈炴槑纭<E6A791>績婧愭€э級" 鈫?绾冲叆/鎺掗櫎锛?
|
||
|
||
**浼樼偣**:
|
||
- 鉁?娑堥櫎AI涓庝汉绫荤悊瑙ｅ樊寮?
|
||
- 鉁?閫傜敤浠讳綍鐮旂┒涓婚<E6B693>
|
||
- 鉁?鍙<>寔缁<E5AF94><E7BC81>涔犱紭鍖?
|
||
|
||
---
|
||
|
||
#### 鏂规<E98F82>2: 涓夌<E6B693>绛涢€夐<E282AC>鏍?鉁?**宸插疄鐜?*
|
||
|
||
**浣跨敤鍦烘櫙**:
|
||
- **鍒濈瓫**: 瀹芥澗妯″紡锛堝畞鍙<E7959E><E98D99>绾冲叆锛岄伩鍏嶆紡鎺夛級
|
||
- **甯歌<E794AF>**: 鏍囧噯妯″紡锛堝钩琛″彫鍥炵巼鍜岀簿纭<E7B0BF>巼锛?
|
||
- **绮剧瓫**: 涓ユ牸妯″紡锛堝畞鍙<E7959E>敊鏉€锛屼繚璇佽川閲忥級
|
||
|
||
**鐘舵€?*:
|
||
- 鉁?鍚庣<E98D9A>瀹屾垚
|
||
- 猬?鍓嶇<E98D93>UI寰呭紑鍙?
|
||
- 猬?API鎺ュ彛寰呰皟鏁?
|
||
|
||
---
|
||
|
||
#### 鏂规<E98F82>3: Few-shot瀛︿範 馃敭 **涓<>湡璁″垝**
|
||
|
||
**瀹炵幇鎬濊矾**:
|
||
1. 鐢ㄦ埛绾犳<E7BBBE>AI鍒ゆ柇
|
||
2. 绯荤粺璁板綍妗堜緥
|
||
3. 灏嗘<E7818F>渚嬩綔涓篎ew-shot绀轰緥鍔犲叆Prompt
|
||
|
||
**浼樼偣**: 浠庣敤鎴风籂姝ｄ腑鎸佺画瀛︿範
|
||
|
||
---
|
||
|
||
## 馃搳 娴嬭瘯鏁版嵁缁熻<E7BC81>
|
||
|
||
### 瀹屾垚鐨勬祴璇?
|
||
|
||
| 娴嬭瘯鍚嶇О | 娴嬭瘯鏍锋湰 | 瀹屾垚鏃堕棿 | 鍏抽敭鍙戠幇 |
|
||
|---------|---------|---------|----------|
|
||
| 鍥藉唴澶栨ā鍨嬪<E98DA8>姣?| 5绡嚸?缁?| 2灏忔椂 | 妯″瀷鑳藉姏瓒冲<E79392> |
|
||
| 瀹芥澗妯″紡娴嬭瘯 | 5绡?| 1灏忔椂 | 瀹芥澗搴︽潈琛￠毦 |
|
||
| JSON瑙ｆ瀽鍣ㄦ祴璇?| 9绉嶆牸寮?| 30鍒嗛挓 | 100%閫氳繃 |
|
||
|
||
### 娴嬭瘯鏂囦欢
|
||
|
||
- 鉁?`scripts/test-stroke-screening.ts` (鏍囧噯妯″紡)
|
||
- 鉁?`scripts/test-stroke-screening-international-models.ts` (妯″瀷瀵规瘮)
|
||
- 鉁?`scripts/test-stroke-screening-lenient.ts` (瀹芥澗妯″紡)
|
||
- 鉁?`scripts/test-json-parser.ts` (JSON瑙ｆ瀽鍣?
|
||
|
||
---
|
||
|
||
## 馃摑 浜や粯鐗?
|
||
|
||
### 浠ｇ爜鏂囦欢
|
||
|
||
**鏂板<E98F82>鏂囦欢** (7涓?:
|
||
1. `prompts/asl/screening/v1.1.0-lenient.txt` (瀹芥澗Prompt)
|
||
2. `prompts/asl/screening/v1.1.0-standard.txt` (鏍囧噯Prompt)
|
||
3. `prompts/asl/screening/v1.1.0-strict.txt` (涓ユ牸Prompt)
|
||
4. `scripts/test-stroke-screening-international-models.ts`
|
||
5. `scripts/test-stroke-screening-lenient.ts`
|
||
6. `scripts/test-json-parser.ts`
|
||
7. `docs/鍥藉唴澶栨ā鍨嬪<E98DA8>姣旀祴璇曟姤鍛?json`
|
||
|
||
**淇<>敼鏂囦欢** (3涓?:
|
||
1. `src/modules/asl/schemas/screening.schema.ts`
|
||
- 鏂板<E98F82>`ScreeningStyle`绫诲瀷
|
||
- 鏂板<E98F82>`style`鍙傛暟鏀<EFBFBD>寔
|
||
- 涓夌<E6B693>Prompt鍔ㄦ€佺敓鎴?
|
||
|
||
2. `src/modules/asl/services/llmScreeningService.ts`
|
||
- 鏂板<E98F82>`MODEL_TYPE_MAP`锛堟敮鎸乬pt-4o銆乧laude-sonnet-4.5锛?
|
||
- 鎵€鏈夋柟娉曟柊澧瀈style`鍙傛暟
|
||
- 淇<><E6B787>鍐茬獊妫€娴嬮€昏緫
|
||
|
||
3. `src/common/utils/jsonParser.ts`
|
||
- 鏂板<E98F82>`cleanJSONString`鍑芥暟
|
||
- 鏀<>寔涓<E5AF94>枃寮曞彿鑷<E5BDBF>姩杞<E5A7A9>崲
|
||
- 鏀<>寔鍏ㄨ<E98D8F>绗﹀彿鑷<E5BDBF>姩杞<E5A7A9>崲
|
||
|
||
---
|
||
|
||
### 鏂囨。鏂囦欢
|
||
|
||
**鏂板<E98F82>鏂囨。** (2涓?:
|
||
1. `docs/03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/05-寮€鍙戣<E98D99>褰?2025-11-18-涓ゆ<E6B693>娴嬭瘯瀹屾暣鎶ュ憡.md`
|
||
- 522琛屽畬鏁村垎鏋愭姤鍛?
|
||
- 璇︾粏妗堜緥鍒嗘瀽
|
||
- 瑙ｅ喅鏂规<E98F82>璁捐<E79281>
|
||
|
||
2. `docs/03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/05-寮€鍙戣<E98D99>褰?2025-11-18-浠婃棩宸ヤ綔鎬荤粨.md`
|
||
- 鏈<>枃浠?
|
||
|
||
---
|
||
|
||
## 馃幆 鏍稿績鍙戠幇鎬荤粨
|
||
|
||
### 鍙戠幇1: 妯″瀷鑳藉姏鍏呭垎 鉁?
|
||
|
||
鍥藉唴澶栭《绾фā鍨嬪湪鐞嗚В鑳藉姏涓?*娌℃湁鏈<E6B981>川宸<E5B79D>紓**锛屽噯纭<E599AF>巼涓嶉珮**涓嶆槸鏅哄晢闂<E699A2><E99782>**銆?
|
||
|
||
### 鍙戠幇2: Prompt浼樺寲鏈夐檺 鈿狅笍
|
||
|
||
鍗曠函璋冩暣瀹芥澗/涓ユ牸绋嬪害锛屽彧鑳藉湪鍙<E6B9AA>洖鐜囧拰绮剧‘鐜囦箣闂存潈琛★紝**鏃犳硶鏍规湰鎻愰珮鍑嗙‘鐜?*銆?
|
||
|
||
```
|
||
鏍囧噯Prompt: 鍙<>洖鐜団啌 绮剧‘鐜団啈 锛堜繚瀹堬級
|
||
瀹芥澗Prompt: 鍙<>洖鐜団啈 绮剧‘鐜団啌 锛堟縺杩涳級
|
||
|
||
鏃犳硶鍚屾椂杈惧埌: 鍙<>洖鐜団啈 + 绮剧‘鐜団啈
|
||
```
|
||
|
||
### 鍙戠幇3: 鏍规湰闂<E6B9B0><E99782> = 瑙勫垯姝т箟 馃幆
|
||
|
||
**绾虫帓鏍囧噯瀛樺湪闅愬惈鐨勫垽鏂<E59EBD><E98F82>鍒?*锛孉I鍙<49>兘鎵ц<E98EB5>鏄惧紡瑙勫垯锛屾棤娉曠悊瑙ｉ殣鍚<E6AEA3><E98D9A>鍒欍€?
|
||
|
||
**瑙ｅ喅鏂规<E98F82>**: 璁╃敤鎴锋槑纭<E6A791>畾涔夎竟鐣屾儏鍐?
|
||
|
||
---
|
||
|
||
## 馃搱 鍏抽敭鎸囨爣瀵规瘮
|
||
|
||
### Prompt鐗堟湰婕旇繘
|
||
|
||
| 鐗堟湰 | 鍑嗙‘鐜?| 鍙<>洖鐜?| 绮剧‘鐜?| 涓€鑷寸巼 | 鐘舵€?|
|
||
|------|--------|--------|--------|--------|------|
|
||
| v1.0.0 (SGLT2) | 60% | - | - | 70% | 宸插簾寮?|
|
||
| v1.1.0-standard | 60% | 0% | 100% | 100% | 鉁?褰撳墠 |
|
||
| v1.1.0-lenient | 20% | 50% | 0% | 40% | 鉁?鍙<>€?|
|
||
| v1.1.0-strict | 鏈<>祴璇?| - | - | - | 鉁?鍙<>€?|
|
||
|
||
### 妯″瀷鎬ц兘瀵规瘮
|
||
|
||
| 妯″瀷 | 閫熷害 | JSON绋冲畾鎬?| 鍑嗙‘鐜?| 鎺ㄨ崘搴?|
|
||
|------|------|-----------|--------|--------|
|
||
| DeepSeek-V3 | 涓<>瓑(16s) | 鉁?100% | 40% | 猸愨瓙猸愨瓙猸?|
|
||
| Qwen-Max | 涓<>瓑(16s) | 鉁?100% | 40% | 猸愨瓙猸愨瓙猸?|
|
||
| GPT-4o | 蹇?10s) | 鉂?20% | 鏈<>煡 | 猸愨瓙猸?|
|
||
| Claude-4.5 | 蹇?10s) | 鉂?20% | 鏈<>煡 | 猸愨瓙猸?|
|
||
|
||
**鎺ㄨ崘**: 缁х画浣跨敤鍥藉唴妯″瀷缁勫悎锛堢ǔ瀹氭€уソ锛?
|
||
|
||
---
|
||
|
||
## 馃殌 涓嬩竴姝ヨ<E5A79D>鍔?
|
||
|
||
### 绔嬪嵆琛屽姩锛堟湰鍛<E6B9B0>級猸?
|
||
|
||
**浠诲姟**: 瀹炵幇鏂规<E98F82>2 - 涓夌<E6B693>绛涢€夐<E282AC>鏍煎墠绔疷I
|
||
|
||
**寮€鍙戞竻鍗?*:
|
||
1. 猬?鍓嶇<E98D93>娣诲姞绛涢€夐<E282AC>鏍奸€夋嫨鍣<E5ABA8>紙Radio Group锛?
|
||
2. 猬?API浼犻€抈style`鍙傛暟
|
||
3. 猬?鐢?0-20绡囩湡瀹炴暟鎹<E69A9F>祴璇曚笁绉嶆ā寮?
|
||
4. 猬?鏂囨。璇存槑涓夌<E6B693>椋庢牸鐨勪娇鐢ㄥ満鏅?
|
||
|
||
**棰勮<E6A3B0>鏃堕棿**: 2-3澶?
|
||
|
||
**鏈熸湜鏁堟灉**:
|
||
- 鍒濈瓫鍙<E793AB>洖鐜?70%+锛堝<E9949B>鏉炬ā寮忥級
|
||
- 绮剧瓫绮剧‘鐜?95%+锛堜弗鏍兼ā寮忥級
|
||
|
||
---
|
||
|
||
### 涓<>湡琛屽姩锛圵eek 2-3锛?
|
||
|
||
**浠诲姟**: 瀹炵幇鏂规<E98F82>1 - 鐢ㄦ埛鑷<E59F9B>畾涔夎竟鐣屾儏鍐?
|
||
|
||
**Phase 1**: 鍩虹<E98DA9>鐗?
|
||
1. LLM鍒嗘瀽PICOS鐢熸垚10-20绉嶈竟鐣屾儏鍐?
|
||
2. 鐢ㄦ埛鎵嬪姩纭<E5A7A9><E7BAAD>锛堢撼鍏?鎺掗櫎/涓嶇‘瀹氾級
|
||
3. 绯荤粺鏍规嵁纭<E5B581><E7BAAD>璋冩暣Prompt
|
||
|
||
**Phase 2**: 鏅鸿兘鐗?
|
||
1. 绯荤粺瀛︿範鐢ㄦ埛绾犳<E7BBBE>
|
||
2. 鑷<>姩鏇存柊杈圭晫瑙勫垯
|
||
3. 鎸佺画浼樺寲鍑嗙‘鐜?
|
||
|
||
**鏈熸湜鏁堟灉**:
|
||
- 鏁翠綋鍑嗙‘鐜?85%+
|
||
- 杈圭晫鎯呭喌鍑嗙‘鐜?80%+
|
||
- 浜哄伐澶嶆牳鐜?<15%
|
||
|
||
---
|
||
|
||
### 闀挎湡浼樺寲锛圴1.0+锛?
|
||
|
||
**浠诲姟**: 瀹炵幇鏂规<E98F82>3 - Few-shot瀛︿範
|
||
|
||
1. 妗堜緥搴撶<E690B4>鐞?
|
||
2. 鑷<>姩Few-shot绀轰緥閫夋嫨
|
||
3. 澶氱敤鎴风粡楠屽叡浜?
|
||
|
||
---
|
||
|
||
## 馃挕 鍏抽敭鍚<E695AD>ず
|
||
|
||
### 1. AI涓嶆槸涓囪兘鐨?
|
||
|
||
- 鉁?AI鍙<49>互鎵ц<E98EB5>**鏄庣‘鐨勮<E990A8>鍒?*
|
||
- 鉂?AI鏃犳硶鐞嗚В**闅愬惈鐨勫垽鏂<E59EBD>爣鍑?*
|
||
- 馃幆 **闇€瑕佷汉绫绘槑纭<E6A791><E7BAAD>鍒?*
|
||
|
||
### 2. 鏍囧噯蹇呴』鏄庣‘
|
||
|
||
- 闅愬惈瑙勫垯蹇呴』**鏄惧紡鍖?*
|
||
- 杈圭晫鎯呭喌蹇呴』**瀹氫箟娓呮<E5A893>**
|
||
- 馃幆 **姝т箟鏄<E7AE9F>噯纭<E599AF>巼浣庣殑鏍规湰鍘熷洜**
|
||
|
||
### 3. 鐢ㄦ埛鍙備笌鑷冲叧閲嶈<E996B2>
|
||
|
||
- 鐢ㄦ埛鏈€浜嗚В鑷<D092>繁鐨勯渶姹?
|
||
- 璁╃敤鎴峰畾涔夎竟鐣屾儏鍐?
|
||
- 馃幆 **AI + 浜虹被 = 鏈€浣虫柟妗?*
|
||
|
||
---
|
||
|
||
## 馃摓 鐢ㄦ埛鍙嶉<E98D99>
|
||
|
||
### 鐢ㄦ埛鐨勫叧閿<E58FA7>棶棰?
|
||
|
||
1. 鉁?**宸茶В绛?*: "鏄<>ā鍨嬭兘鍔涢棶棰樿繕鏄疨rompt闂<74><E99782>锛?
|
||
- **绛?*: 涓昏<E6B693>鏄疉I涓庝汉绫诲<E7BBAB>杈圭晫鎯呭喌鐨勭悊瑙ｅ樊寮?
|
||
|
||
2. 鉁?**宸插疄鐜?*: "鍒濈瓫搴旇<E690B4>鏇村<E98F87>鏉撅紝鍏ㄦ枃澶嶇瓫鍐嶄弗鏍?
|
||
- **绛?*: 宸插疄鐜颁笁绉嶇瓫閫夐<E996AB>鏍硷紝鍙<E7B49D>伒娲婚€夋嫨
|
||
|
||
3. 鉁?**宸蹭慨澶?*: "濡備綍楠岃瘉妯″瀷鐗堟湰锛?
|
||
- **绛?*: 宸插疄鐜版ā鍨嬮獙璇佽剼鏈?
|
||
|
||
4. 鉁?**宸茬‘璁?*: "鍥介檯妯″瀷JSON瑙ｆ瀽閿欒<E996BF>濡備綍淇<E7B68D><E6B787>锛?
|
||
- **绛?*: 宸蹭慨澶嶏紝100%娴嬭瘯閫氳繃
|
||
|
||
### 鐢ㄦ埛鐨勪骇鍝佸缓璁?
|
||
|
||
> "鐢ㄦ埛杈撳叆PICOS鍚庯紝搴旇<E690B4>璁╃敤鎴烽€夋嫨绛涢€夐<E282AC>鏍硷紙瀹芥澗/鏍囧噯/涓ユ牸锛?
|
||
|
||
**鐘舵€?*: 鉁?鍚庣<E98D9A>宸插疄鐜帮紝鍓嶇<E98D93>寰呭紑鍙?
|
||
|
||
---
|
||
|
||
## 馃摝 浠ｇ爜缁熻<E7BC81>
|
||
|
||
### 鏂板<E98F82>浠ｇ爜
|
||
|
||
- Prompt鏂囦欢: 3涓<33>紙~500琛岋級
|
||
- 娴嬭瘯鑴氭湰: 3涓<33>紙~750琛岋級
|
||
- 鏂囨。: 2涓<32>紙~650琛岋級
|
||
|
||
### 淇<>敼浠ｇ爜
|
||
|
||
- 鏍稿績鏈嶅姟: 2涓<32>枃浠?
|
||
- 宸ュ叿鍑芥暟: 1涓<31>枃浠?
|
||
- 鎬讳慨鏀? ~200琛?
|
||
|
||
### 鎬昏<E98EAC>
|
||
|
||
- 鏂板<E98F82>: ~1900琛?
|
||
- 淇<>敼: ~200琛?
|
||
- **鎬昏<E98EAC>**: ~2100琛?
|
||
|
||
---
|
||
|
||
## 馃帀 浠婃棩浜<E6A3A9>偣
|
||
|
||
1. **绯荤粺鎬ф祴璇?* - 涓ゆ<E6B693>娴嬭瘯娉曠‘瀹氭牴鏈<E789B4>師鍥?
|
||
2. **鍒涙柊鎬ф柟妗?* - 鐢ㄦ埛鑷<E59F9B>畾涔夎竟鐣屾儏鍐碉紙涓氱晫灏戣<E7818F>锛?
|
||
3. **宸ョ▼璐ㄩ噺** - JSON瑙ｆ瀽鍣?00%娴嬭瘯閫氳繃
|
||
4. **鏂囨。瀹屽杽** - 522琛岃<E7909B>缁嗗垎鏋愭姤鍛?
|
||
|
||
---
|
||
|
||
## 鈴?鏃堕棿鍒嗛厤
|
||
|
||
| 浠诲姟 | 鏃堕棿 | 鍗犳瘮 |
|
||
|------|------|------|
|
||
| 闇€姹傚垎鏋?| 1灏忔椂 | 12.5% |
|
||
| 鍥藉唴澶栨ā鍨嬫祴璇?| 2灏忔椂 | 25% |
|
||
| 瀹芥澗妯″紡寮€鍙?| 2灏忔椂 | 25% |
|
||
| JSON瑙ｆ瀽鍣ㄤ慨澶?| 1灏忔椂 | 12.5% |
|
||
| 鏂囨。缂栧啓 | 2灏忔椂 | 25% |
|
||
| **鎬昏<E98EAC>** | **8灏忔椂** | **100%** |
|
||
|
||
---
|
||
|
||
## 馃帗 缁忛獙鏁欒<E98F81>
|
||
|
||
### 鎶€鏈<E282AC>眰闈?
|
||
|
||
1. **JSON瑙ｆ瀽**: 蹇呴』鑰冭檻鍥介檯鍖栵紙涓<E7B499>枃寮曞彿銆佸叏瑙掔<E79199>鍙凤級
|
||
2. **妯″瀷璋冪敤**: 闇€瑕佺粺涓€鐨勯€傞厤鍣ㄥ眰
|
||
3. **娴嬭瘯椹卞姩**: 鍏堝啓娴嬭瘯锛屽啀淇<E59580><E6B787>闂<EFBFBD><E99782>
|
||
|
||
### 浜у搧灞傞潰
|
||
|
||
1. **鐢ㄦ埛鐞嗚В**: AI鏃犳硶鐚滄祴鐢ㄦ埛鐨勯殣鍚<E6AEA3><E98D9A>鍒?
|
||
2. **鐏垫椿鎬?*: 鎻愪緵澶氱<E6BEB6>閫夐」锛堝<E9949B>鏉?鏍囧噯/涓ユ牸锛?
|
||
3. **鍙<>В閲婃€?*: 璁╃敤鎴锋槑纭<E6A791>畾涔夎竟鐣屾儏鍐?
|
||
|
||
### 椤圭洰绠＄悊
|
||
|
||
1. **闂<><E99782>鎷嗚В**: 涓ゆ<E6B693>娴嬭瘯娉曟晥鏋滄樉钁?
|
||
2. **蹇<>€熼獙璇?*: 鐢ㄥ皬鏍锋湰蹇<E6B9B0>€熸祴璇曞亣璁?
|
||
3. **鏂囨。鍏堣<E98D8F>**: 璇︾粏璁板綍娴嬭瘯杩囩▼鍜岀粨璁?
|
||
|
||
---
|
||
|
||
## 馃搮 鏄庢棩璁″垝
|
||
|
||
1. 猬?鍓嶇<E98D93>寮€鍙戯細绛涢€夐<E282AC>鏍奸€夋嫨鍣?
|
||
2. 猬?API闆嗘垚锛氫紶閫抈style`鍙傛暟
|
||
3. 猬?鎵╁ぇ娴嬭瘯锛氱敤20绡囩湡瀹炴暟鎹<E69A9F>祴璇?
|
||
4. 猬?鐢ㄦ埛婕旂ず锛氬睍绀轰笁绉嶉<E7BB89>鏍肩殑宸<E6AE91>紓
|
||
|
||
---
|
||
|
||
**鎶ュ憡浜?*: AI Assistant
|
||
**瀹℃牳浜?*: [寰呯敤鎴风‘璁<E28098>
|
||
**鏃ユ湡**: 2025-11-18
|
||
**鐗堟湰**: v1.0 Final
|
||
|
||
---
|
||
|
||
## 闄勫綍
|
||
|
||
### A. 鐩稿叧鏂囦欢璺<E6ACA2>緞
|
||
|
||
**娴嬭瘯鑴氭湰**:
|
||
- `backend/scripts/test-stroke-screening.ts`
|
||
- `backend/scripts/test-stroke-screening-international-models.ts`
|
||
- `backend/scripts/test-stroke-screening-lenient.ts`
|
||
- `backend/scripts/test-json-parser.ts`
|
||
|
||
**Prompt鏂囦欢**:
|
||
- `backend/prompts/asl/screening/v1.1.0-lenient.txt`
|
||
- `backend/prompts/asl/screening/v1.1.0-standard.txt`
|
||
- `backend/prompts/asl/screening/v1.1.0-strict.txt`
|
||
|
||
**鏍稿績浠ｇ爜**:
|
||
- `backend/src/modules/asl/schemas/screening.schema.ts`
|
||
- `backend/src/modules/asl/services/llmScreeningService.ts`
|
||
- `backend/src/common/utils/jsonParser.ts`
|
||
|
||
**鏂囨。**:
|
||
- `docs/03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/05-寮€鍙戣<E98D99>褰?2025-11-18-涓ゆ<E6B693>娴嬭瘯瀹屾暣鎶ュ憡.md`
|
||
- `docs/03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/05-寮€鍙戣<E98D99>褰?2025-11-18-浠婃棩宸ヤ綔鎬荤粨.md`
|
||
|
||
### B. 蹇<>€熷懡浠?
|
||
|
||
```bash
|
||
# 娴嬭瘯JSON瑙ｆ瀽鍣?
|
||
npx tsx scripts/test-json-parser.ts
|
||
|
||
# 娴嬭瘯鏍囧噯妯″紡
|
||
npx tsx scripts/test-stroke-screening.ts
|
||
|
||
# 娴嬭瘯瀹芥澗妯″紡
|
||
npx tsx scripts/test-stroke-screening-lenient.ts
|
||
|
||
# 娴嬭瘯鍥藉唴澶栨ā鍨嬪<E98DA8>姣?
|
||
npx tsx scripts/test-stroke-screening-international-models.ts
|
||
```
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|