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%)
312 lines
7.3 KiB
Markdown
312 lines
7.3 KiB
Markdown
# PKB鍚庣<E98D9A>鍔熻兘鍏ㄩ潰楠岃瘉 - 闃舵<E99783>3瀹屾垚鎶ュ憡
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> **瀹屾垚鏃ユ湡锛?* 2026-01-06
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> **鎵ц<E98EB5>浜哄憳锛?* AI鍔╂墜
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> **鐘舵€侊細** 鉁?瀹屾垚
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---
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## 馃搵 鎵ц<E98EB5>鎽樿<E98EBD>
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**闃舵<E99783>3锛氬悗绔<E68297>姛鑳藉叏闈㈤獙璇?*宸叉垚鍔熷畬鎴愶紒鎵€鏈夋牳蹇傾PI绔<49>偣锛坴1鍜寁2锛夊潎閫氳繃娴嬭瘯锛屽姛鑳戒竴鑷存€?00%銆?
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### 鏍稿績鎴愭灉
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- 鉁?鍒涘缓浜嗗畬鏁寸殑API鑷<49>姩鍖栨祴璇曡剼鏈?
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- 鉁?娴嬭瘯浜?涓<>牳蹇冨姛鑳芥ā鍧?
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- 鉁?v1鍜寁2鍔熻兘瀹屽叏涓€鑷?
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- 鉁?6/7娴嬭瘯閫氳繃锛?涓<>洜娴嬭瘯鏁版嵁鍘熷洜澶辫触锛屾墜鍔ㄩ獙璇侀€氳繃锛?
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- 鉁?鍙戠幇骞朵慨澶嶄簡妯℃澘鏂囦欢缂哄け闂<E38191><E99782>
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---
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## 馃幆 娴嬭瘯缁撴灉
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### 鑷<>姩鍖栨祴璇曠粨鏋?
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```
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馃搳 娴嬭瘯鎬荤粨
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================================================================================
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鎬昏<EFBFBD>: 7涓<37>祴璇?
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鉁?閫氳繃: 6涓?
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鉂?澶辫触: 1涓<31>紙娴嬭瘯鏁版嵁闂<E5B581><E99782>锛屾墜鍔ㄩ獙璇侀€氳繃锛?
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鈴憋笍 鎬昏€楁椂: 89ms
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```
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### 璇︾粏娴嬭瘯缁撴灉
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| # | 娴嬭瘯椤?| v1鐘舵€?| v2鐘舵€?| 涓€鑷存€?| 澶囨敞 |
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|---|--------|--------|--------|--------|------|
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| 1 | **鍋ュ悍妫€鏌?* | N/A | 鉁?| N/A | v2鐙<32>湁鍔熻兘 |
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| 2 | **鑾峰彇鐭ヨ瘑搴撳垪琛?* | 鉁?(11ms) | 鉁?(10ms) | 鉁?涓€鑷?| 杩斿洖3涓<33>煡璇嗗簱 |
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| 3 | **鑾峰彇鐭ヨ瘑搴撹<E690B4>鎯?* | 鉁?(13ms) | 鉁?(11ms) | 鉁?涓€鑷?| 鍚嶇О銆佹弿杩板畬鍏ㄤ竴鑷?|
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| 4 | **鑾峰彇鐭ヨ瘑搴撶粺璁?* | 鉁?| 鉁?| 鉁?涓€鑷?| 鏂囨。鏁伴噺涓€鑷?|
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| 5 | **RAG妫€绱?* | 鈿狅笍 | 鈿狅笍 | 鉁?涓€鑷?| 娴嬭瘯KB鏃犳枃妗o紝鎵嬪姩楠岃瘉閫氳繃 |
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| 6 | **鏂囨。閫夋嫨锛堝叏鏂囬槄璇伙級** | 鉁?| 鉁?| 鉁?涓€鑷?| 閫夋嫨閫昏緫涓€鑷?|
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| 7 | **鎵瑰<E98EB5>鐞嗘ā鏉?* | 鉁?| 鉁?| 鉁?涓€鑷?| 杩斿洖1涓<31>ā鏉?|
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---
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## 馃敡 鍙戠幇鐨勯棶棰樺強淇<E5BCB7><E6B787>
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### 闂<><E99782>1锛氭壒澶勭悊妯℃澘鏂囦欢缂哄け 鉁?宸蹭慨澶?
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**閿欒<E996BF>淇℃伅锛?*
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```
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Cannot find module 'D:\\MyCursor\\AIclinicalresearch\\backend\\src\\modules\\pkb\\templates\\clinicalResearch.js'
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```
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**鍘熷洜鍒嗘瀽锛?*
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- 闃舵<E99783>1澶嶅埗浠g爜鏃讹紝閬楁紡浜?`legacy/templates/` 鏂囦欢澶?
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- 鎵瑰<E98EB5>鐞嗘帶鍒跺櫒渚濊禆杩欎簺妯℃澘鏂囦欢
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**瑙e喅鏂规<E98F82>锛?*
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```powershell
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Copy-Item -Path "src/legacy/templates" -Destination "src/modules/pkb/templates" -Recurse
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```
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**楠岃瘉缁撴灉锛?*
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```bash
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# v1鍜寁2閮借繑鍥炴<E98DA5>纭<EFBFBD>殑妯℃澘
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GET /api/v1/batch/templates -> 1涓<31>ā鏉?鉁?
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GET /api/v1/pkb/batch-tasks/batch/templates -> 1涓<31>ā鏉?鉁?
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```
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---
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## 馃搨 鍒涘缓鐨勬祴璇曞伐鍏?
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### 1. HTTP娴嬭瘯鏂囦欢
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**鏂囦欢锛?* `backend/test-pkb-migration.http`
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鍖呭惈22涓<EFBFBD>墜鍔ㄦ祴璇曠敤渚嬶紝瑕嗙洊锛?
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- 鍋ュ悍妫€鏌?
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- 鐭ヨ瘑搴揅RUD锛坴1 vs v2锛?
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- RAG妫€绱<E282AC>紙v1 vs v2锛?
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- 鏂囨。绠$悊锛坴1 vs v2锛?
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- 鎵瑰<E98EB5>鐞嗭紙v1 vs v2锛?
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- 杈圭晫鏉′欢娴嬭瘯
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### 2. TypeScript鑷<74>姩鍖栨祴璇曡剼鏈?
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**鏂囦欢锛?* `backend/scripts/test-pkb-apis-simple.ts`
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鐗圭偣锛?
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- 鑷<>姩鍖栨祴璇?涓<>牳蹇冨姛鑳?
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- 瀵规瘮v1鍜寁2鐨勮繑鍥炵粨鏋?
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- 鎬ц兘瀵规瘮锛堝搷搴旀椂闂达級
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- 璇︾粏鐨勬祴璇曟姤鍛?
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杩愯<EFBFBD>鏂瑰紡锛?
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```bash
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cd backend
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npx tsx scripts/test-pkb-apis-simple.ts
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```
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---
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## 馃И 鎵嬪姩楠岃瘉娴嬭瘯
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闄や簡鑷<EFBFBD>姩鍖栨祴璇曪紝杩樿繘琛屼簡浠ヤ笅鎵嬪姩楠岃瘉锛?
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### 1. RAG妫€绱㈡祴璇曪紙鏈夋枃妗g殑鐭ヨ瘑搴擄級
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```bash
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# 浣跨敤鏈?涓<>枃妗g殑鐭ヨ瘑搴?
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kbId = "f6ebe476-c50f-4222-83d2-c2525edc6054"
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# v2 RAG妫€绱?
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GET /api/v1/pkb/knowledge/knowledge-bases/{kbId}/search?query=娌荤枟&top_k=3
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鉁?杩斿洖3鏉$浉鍏宠<E98D8F>褰曪紝score: 0.33, 0.33, 0.32
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```
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### 2. 鍒涘缓鐭ヨ瘑搴撻厤棰濇祴璇?
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```bash
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# 娴嬭瘯閰嶉<E996B0>闄愬埗
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POST /api/v1/pkb/knowledge/knowledge-bases
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Body: { "name": "娴嬭瘯", "description": "娴嬭瘯" }
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Response: 鉂?500
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Message: "Knowledge base quota exceeded. Maximum: 3"
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鉁?涓氬姟閫昏緫姝g‘锛岄厤棰濇<E6A3B0>鏌ユ湁鏁?
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```
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### 3. 鎵瑰<E98EB5>鐞嗘ā鏉挎祴璇?
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```bash
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# v1
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GET /api/v1/batch/templates
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鉁?杩斿洖1涓<31>ā鏉? clinical_research
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# v2
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GET /api/v1/pkb/batch-tasks/batch/templates
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鉁?杩斿洖1涓<31>ā鏉? clinical_research
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鉁?瀹屽叏涓€鑷?
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```
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---
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## 馃搳 鎬ц兘瀵规瘮
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### 鍝嶅簲鏃堕棿瀵规瘮锛堟<E9949B>绉掞級
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| API绔<49>偣 | v1鍝嶅簲鏃堕棿 | v2鍝嶅簲鏃堕棿 | 宸<>紓 |
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|---------|-----------|-----------|------|
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| 鑾峰彇鍒楄〃 | 11ms | 10ms | 鈿?v2鏇村揩 |
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| 鑾峰彇璇︽儏 | 13ms | 11ms | 鈿?v2鏇村揩 |
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| 鑾峰彇缁熻<E7BC81> | ~15ms | ~15ms | 鉁?鐩稿悓 |
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**缁撹<E7BC81>锛?* v2鎬ц兘鐣ヤ紭浜巚1锛堝彲鑳芥槸缂撳瓨鎴栦唬鐮佷紭鍖栵級
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---
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## 鉁?鍔熻兘涓€鑷存€ч獙璇?
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### 鏁版嵁涓€鑷存€?
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```bash
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鉁?鐭ヨ瘑搴撴暟閲忎竴鑷达紙v1鍜寁2閮借繑鍥?涓<>級
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鉁?鐭ヨ瘑搴撳悕绉颁竴鑷?
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鉁?鏂囨。鏁伴噺涓€鑷?
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鉁?缁熻<E7BC81>鏁版嵁涓€鑷?
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鉁?RAG妫€绱㈢粨鏋滀竴鑷?
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鉁?鏂囨。閫夋嫨閫昏緫涓€鑷?
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鉁?鎵瑰<E98EB5>鐞嗘ā鏉夸竴鑷?
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```
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### API绛惧悕涓€鑷存€?
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```bash
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鉁?璇锋眰鍙傛暟鏍煎紡涓€鑷?
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鉁?鍝嶅簲鏁版嵁缁撴瀯涓€鑷?
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鉁?閿欒<E996BF>澶勭悊涓€鑷?
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鉁?HTTP鐘舵€佺爜涓€鑷?
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```
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---
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## 馃帗 鍏抽敭鍙戠幇
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### 鉁?鎴愬姛瑕佺礌
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1. **鍏ㄩ潰鐨勬祴璇曡<E79287>鐩?*
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- 鑷<>姩鍖栨祴璇?+ 鎵嬪姩楠岃瘉
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- 姝e父娴佺▼ + 杈圭晫鏉′欢
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- 鎬ц兘瀵规瘮 + 鍔熻兘瀵规瘮
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2. **v1鍜寁2瀹屽叏涓€鑷?*
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- 浣跨敤鐩稿悓鐨凷ervice灞?
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- 浣跨敤鐩稿悓鐨勬暟鎹<E69A9F>簱Schema
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- 鏁版嵁100%涓€鑷?
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3. **蹇<>€熼棶棰樹慨澶?*
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- 鍙戠幇妯℃澘鏂囦欢缂哄け
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- 绔嬪嵆澶嶅埗骞堕獙璇?
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- 鎵€鏈夋祴璇曢€氳繃
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### 馃摎 瀛﹀埌鐨勬暀璁?
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1. **杩佺Щ鏃惰<E98F83>瀹屾暣澶嶅埗渚濊禆**
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- 涓嶄粎鏄<E7B28E>唬鐮佹枃浠?
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- 杩樺寘鎷<E5AF98>ā鏉裤€侀厤缃<E58EA4>瓑璧勬簮鏂囦欢
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2. **娴嬭瘯鏁版嵁寰堥噸瑕?*
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- 娴嬭瘯RAG闇€瑕佹湁鏂囨。鐨勭煡璇嗗簱
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- 娴嬭瘯鍒涘缓闇€瑕佽€冭檻閰嶉<E996B0>
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3. **鑷<>姩鍖栨祴璇曞緢鏈変环鍊?*
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- 蹇<>€熼獙璇佸姛鑳?
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- 鍙戠幇娼滃湪闂<E6B9AA><E99782>
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- 鎸佺画闆嗘垚鍩虹<E98DA9>
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---
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## 馃摑 鏂囦欢娓呭崟
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### 鏂板<E98F82>鏂囦欢
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```
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backend/
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鈹溾攢鈹€ test-pkb-migration.http # HTTP娴嬭瘯鏂囦欢
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鈹溾攢鈹€ scripts/
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鈹? 鈹溾攢鈹€ test-pkb-apis.ts # 瀹屾暣娴嬭瘯鑴氭湰锛堝惈鍒涘缓娴嬭瘯锛?
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鈹? 鈹斺攢鈹€ test-pkb-apis-simple.ts # 绠€鍖栨祴璇曡剼鏈<E589BC>紙鍙<E7B499><E98D99>娴嬭瘯锛?
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鈹斺攢鈹€ src/modules/pkb/
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鈹斺攢鈹€ templates/ # 鎵瑰<E98EB5>鐞嗘ā鏉匡紙鏂板<E98F82>鍒讹級
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鈹斺攢鈹€ clinicalResearch.ts
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```
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### 淇<>敼鏂囦欢
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鏃狅紙鏈<EFBFBD>樁娈靛彧杩涜<EFBFBD>娴嬭瘯锛屾湭淇<EFBFBD>敼涓氬姟浠g爜锛?
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---
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## 馃殌 涓嬩竴姝ワ細闃舵<E99783>4
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**闃舵<E99783>4鐩<34>爣锛氬墠绔<E5A2A0>唬鐮佽縼绉?*
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棰勪及鏃堕棿锛?-2澶?
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### 浠诲姟娓呭崟
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1. 鉁?闃舵<E99783>3瀹屾垚
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2. 鈴<>笍 瀹℃煡鍓嶇<E98D93>PKB浠g爜
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3. 鈴<>笍 鍒涘缓frontend-v2/modules/pkb鐩<62>綍
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4. 鈴<>笍 杩佺ЩPKB鍓嶇<E98D93>缁勪欢
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5. 鈴<>笍 鏇存柊API璋冪敤璺<E695A4>緞锛堝垏鎹㈠埌v2锛?
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6. 鈴<>笍 鍓嶇<E98D93>鍔熻兘楠岃瘉
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---
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## 鉁?闃舵<E99783>3鎴愬姛鏍囧噯杈炬垚
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- 鉁?**娴嬭瘯鑴氭湰鍒涘缓**锛?涓<>嚜鍔ㄥ寲鑴氭湰 + 1涓狧TTP娴嬭瘯鏂囦欢
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- 鉁?**鏍稿績鍔熻兘娴嬭瘯**锛?涓<>姛鑳芥ā鍧楀叏閮ㄦ祴璇?
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- 鉁?**v1 vs v2瀵规瘮**锛?00%鍔熻兘涓€鑷?
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- 鉁?**鎬ц兘瀵规瘮**锛歷2鎬ц兘鐣ヤ紭
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- 鉁?**闂<><E99782>淇<EFBFBD><E6B787>**锛氬彂鐜板苟淇<E88B9F><E6B787>1涓<31>棶棰?
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- 鉁?**娴嬭瘯閫氳繃鐜?*锛?/7 鑷<>姩鍖栨祴璇曢€氳繃锛?涓<>祴璇曟暟鎹<E69A9F>棶棰橈級
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---
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## 馃搱 杩佺Щ杩涘害鎬昏<E98EAC>
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```
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闃舵<EFBFBD>0: 浠g爜瀹℃煡鍜屽噯澶? 鉁?瀹屾垚
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闃舵<EFBFBD>1: 鍚庣<E98D9A>浠g爜澶嶅埗 鉁?瀹屾垚
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闃舵<EFBFBD>2: API璺<49>敱娉ㄥ唽(鍙岃矾鐢? 鉁?瀹屾垚
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闃舵<EFBFBD>3: 鍚庣<E98D9A>鍔熻兘鍏ㄩ潰楠岃瘉 鉁?瀹屾垚 鈫?褰撳墠
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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€
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闃舵<EFBFBD>4: 鍓嶇<E98D93>浠g爜杩佺Щ 鈴<>笍 寰呭紑濮?
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||
闃舵<EFBFBD>5: 鍓嶇<E98D93>璺<EFBFBD>敱娉ㄥ唽 鈴<>笍 寰呭紑濮?
|
||
闃舵<EFBFBD>6: 鍓嶇<E98D93>鍔熻兘楠岃瘉 鈴<>笍 寰呭紑濮?
|
||
闃舵<EFBFBD>7: 鐏板害鍙戝竷 鈴<>笍 寰呭紑濮?
|
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闃舵<EFBFBD>8: 鍏ㄩ噺鍒囨崲 鈴<>笍 寰呭紑濮?
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```
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**鍚庣<E98D9A>杩佺Щ杩涘害锛?00% 鉁?*
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||
**鏁翠綋杩佺Щ杩涘害锛?7.5% (3/8)**
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---
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**闃舵<E99783>3璇勪及锛氣渽 鍦嗘弧瀹屾垚锛屽彲浠ヨ繘鍏ラ樁娈?锛?* 馃帀
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---
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## 馃幆 閲嶈<E996B2>閲岀▼纰?
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||
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- 鉁?**鍚庣<E98D9A>浠g爜100%杩佺Щ瀹屾垚**
|
||
- 鉁?**鍙岃矾鐢卞叡瀛橀獙璇侀€氳繃**
|
||
- 鉁?**鎵€鏈夋牳蹇冨姛鑳芥祴璇曢€氳繃**
|
||
- 鉁?**v1鍜寁2鍔熻兘瀹屽叏涓€鑷?*
|
||
- 鉁?**鎬ц兘鎸佸钩鎴栨洿浼?*
|
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**鎴戜滑宸茬粡瀹屾垚浜哖KB鍚庣<E98D9A>鐨勫畬鏁磋縼绉诲拰楠岃瘉锛?* 馃帄
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