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AIclinicalresearch/docs/03-业务模块/ASL-AI智能文献/05-开发记录/2025-11-23_Day5_全文复筛API开发.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

10 KiB
Raw Blame History

Day 5: 鍏ㄦ枃澶嶇瓫鍚庣<E98D9A>API寮€鍙戝畬鎴?

*鏂囨。鐗堟湰锛? v1.0
寮€鍙戞棩鏈燂細 2025-11-23
寮€鍙戦樁娈碉細 鍏ㄦ枃澶嶇瓫妯″潡 - 鍚庣<E98D9A>API瀹炵幇
鐘舵€侊細 鉁?瀹屾垚


馃搵 寮€鍙戠洰鏍?

瀹炵幇鍏ㄦ枃澶嶇瓫妯″潡鐨?涓<>牳蹇傾PI鎺ュ彛锛屽寘鎷<E5AF98>换鍔<E98D94>鐞嗐€佽繘搴︽煡璇€€佺粨鏋滆幏鍙栥€佸喅绛栨洿鏂板拰Excel瀵煎嚭鍔熻兘銆?


鉁?瀹屾垚鍔熻兘

1. API璁捐<E79281>涓庢枃妗?

鏂囦欢: docs/03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/02-鎶€鏈<E282AC><E98F88>璁?02-API璁捐<E79281>瑙勮寖.md

鏇存柊鍐呭<EFBFBD>:

  • 鏂板<EFBFBD>"鍏ㄦ枃澶嶇瓫绠$悊"绔犺妭
  • 瀹氫箟5涓猂ESTful API鎺ュ彛瑙勮寖
  • 鍖呭惈瀹屾暣鐨勮<EFBFBD>姹?鍝嶅簲鏍煎紡
  • 璇︾粏鐨勯敊璇<EFBFBD>爜瀹氫箟
  • 鎻愪緵curl娴嬭瘯绀轰緥

鐗堟湰: v2.0 鈫?v3.0


2. 鏍稿績API鎺ュ彛瀹炵幇

2.1 FulltextScreeningController

鏂囦欢: backend/src/modules/asl/fulltext-screening/controllers/FulltextScreeningController.ts (652琛?

瀹炵幇鐨?涓狝PI:

  1. POST /api/v1/asl/fulltext-screening/tasks

    • 鍔熻兘: 鍒涘缓鍏ㄦ枃澶嶇瓫浠诲姟
    • 鍙傛暟楠岃瘉: Zod Schema
    • 寮傛<EFBFBD>澶勭悊: 鍚庡彴鎵ц<E98EB5>LLM璋冪敤
    • 杩斿洖: 浠诲姟ID
  2. GET /api/v1/asl/fulltext-screening/tasks/:taskId/progress

    • 鍔熻兘: 鏌ヨ<E98F8C>浠诲姟杩涘害
    • 杩斿洖: 瀹炴椂杩涘害銆佹垚鍔?澶辫触鏁般€乀oken娑堣€椼€佹垚鏈<E59E9A>粺璁?
  3. GET /api/v1/asl/fulltext-screening/tasks/:taskId/results

    • 鍔熻兘: 鑾峰彇浠诲姟缁撴灉
    • <EFBFBD>寔: 鍒嗛〉銆佺姸鎬佽繃婊ゃ€佹帓搴?
    • 杩斿洖: 璇︾粏鐨勬枃鐚<E69E83><E9909A>鐞嗙粨鏋溿€佸弻妯″瀷杈撳嚭銆佸啿绐佷俊鎭?
  4. PUT /api/v1/asl/fulltext-screening/results/:resultId/decision

    • 鍔熻兘: 浜哄伐澶嶆牳鏇存柊鍐崇瓥
    • <EFBFBD>寔: 绾冲叆/鎺掗櫎鍐崇瓥銆佺悊鐢辫<E990A2>褰?
    • 璁板綍: 澶嶆牳浜哄憳鍜屾椂闂?
  5. GET /api/v1/asl/fulltext-screening/tasks/:taskId/export

    • 鍔熻兘: 瀵煎嚭Excel鎶ュ憡
    • 鏍煎紡: 4涓猄heet鐨勫畬鏁存姤鍛?
    • 涓嬭浇: 娴佸紡浼犺緭

**鍏抽敭鐗规€?*:

  • 鉁?Zod鍙傛暟楠岃瘉
  • 鉁?缁熶竴閿欒<E996BF>澶勭悊
  • 鉁?璇︾粏鏃ュ織璁板綍
  • 鉁?鍒嗛〉鏀<E38089>
  • 鉁?寮傛<E5AFAE>浠诲姟绠

3. Excel瀵煎嚭鏈嶅姟

鏂囦欢: backend/src/modules/asl/fulltext-screening/services/ExcelExporter.ts (352琛?

鍔熻兘瀹炵幇:

Sheet 1: 绾冲叆鏂囩尞

  • 鏂囩尞鍩烘湰淇℃伅锛堟爣棰樸€佷綔鑰呫€佹湡鍒娿€佸勾浠斤級
  • 12瀛楁<EFBFBD>鎻愬彇缁撴灉
  • 妯″瀷杈撳嚭瀵规瘮
  • 鍐茬獊鏍囪<EFBFBD>

Sheet 2: 鎺掗櫎鏂囩尞

  • 鎺掗櫎鏂囩尞鍒楄〃
  • 鎺掗櫎鐞嗙敱
  • 妯″瀷鍐崇瓥
  • 鍐茬獊淇℃伅

Sheet 3: PRISMA缁熻<E7BC81>

  • 绛涢€夋祦绋嬪浘鏁版嵁
  • 鍚勯樁娈垫枃鐚<EFBFBD>暟閲?
  • 鎺掗櫎鍘熷洜缁熻<EFBFBD>

Sheet 4: 鎴愭湰缁熻<E7BC81>

  • 妯″瀷浣跨敤缁熻<EFBFBD>锛圖eepSeek vs Qwen锛?
  • Token娑堣€楁槑缁?
  • 鎴愭湰鍒嗘瀽锛堝崟绡?鎬昏<E98EAC>锛?
  • 澶勭悊鏃堕棿缁熻<EFBFBD>

**鎶€鏈<E282AC>寒鐐?*:

  • 鉁?ExcelJS搴撳疄鐜?
  • 鉁?鏍峰紡浼樺寲锛堣〃澶淬€佽竟妗嗐€佸<E282AC>榻愶級
  • 鉁?鍒楀<E98D92><EFBFBD>€傚簲
  • 鉁?鏁版嵁鏍煎紡鍖?

4. 璺<>敱娉ㄥ唽

鏂囦欢: backend/src/modules/asl/fulltext-screening/routes/fulltext-screening.ts (73琛?

鍔熻兘:

  • 娉ㄥ唽5涓狝PI璺<EFBFBD>
  • 缁熶竴鍓嶇紑: /api/v1/asl/fulltext-screening
  • 闆嗘垚Controller鏂规硶
  • 閿欒<EFBFBD>澶勭悊涓<EFBFBD>棿浠?

闆嗘垚鍒癆SL妯″潡:

  • 鏂囦欢: backend/src/modules/asl/routes/index.ts
  • 鎸傝浇: /fulltext-screening<>

5. 娴嬭瘯鏂囦欢

5.1 REST Client娴嬭瘯

鏂囦欢: backend/src/modules/asl/fulltext-screening/__tests__/fulltext-screening-api.http (273琛?

娴嬭瘯鐢ㄤ緥: 31涓?

  • 鍒涘缓浠诲姟: 8涓<38>満鏅?
  • 鏌ヨ<EFBFBD>杩涘害: 5涓<35>満鏅?
  • 鑾峰彇缁撴灉: 10涓<30>満鏅<E6BA80>紙鍒嗛〉銆佽繃婊ゃ€佹帓搴忥級
  • 鏇存柊鍐崇瓥: 5涓<35>満鏅?
  • 瀵煎嚭Excel: 3涓<33>満鏅?

5.2 鑷<>姩鍖栭泦鎴愭祴璇?

鏂囦欢: backend/src/modules/asl/fulltext-screening/__tests__/api-integration-test.ts (294琛?

娴嬭瘯娴佺▼:

  1. 鍒涘缓娴嬭瘯椤圭洰
  2. 瀵煎叆鏂囩尞
  3. 鍒涘缓鍏ㄦ枃澶嶇瓫浠诲姟
  4. <EFBFBD><EFBFBD>鐩戞帶杩涘害
  5. 鑾峰彇缁撴灉
  6. 鏇存柊澶嶆牳鍐崇瓥
  7. 瀵煎嚭Excel鎶ュ憡

5.3 绔<>埌绔<E59F8C>祴璇曪紙绠€鍖栫増锛?

鏂囦欢: backend/src/modules/asl/fulltext-screening/__tests__/e2e-real-test-v2.ts (235琛?

鐗圭偣:

  • 浣跨敤鐪熷疄PICOS鏁版嵁
  • 娴嬭瘯瀹屾暣鐢ㄦ埛娴佺▼
  • 璺宠繃PDF鎻愬彇锛堜娇鐢ㄦ憳瑕侊級
  • 瀹炴椂杩涘害鐩戞帶

馃悰 闂<><E99782><EFBFBD><E6B787>

<EFBFBD><EFBFBD>1: PDF鎻愬彇鏈嶅姟澶辫触

鐜拌薄:

PDF鎻愬彇澶辫触: Failed to open file '\\tmp\\extraction_service\\temp_10000_test.pdf'

鍘熷洜: Windows璺<73>緞闂<E7B79E><E99782>锛宔xtraction_service鏃犳硶姝澶勭悊璺<E6828A>

喅鏂规<EFBFBD>:

  • 鍦╜LLM12FieldsService.extractFullTextStructured()`涓<>坊鍔爁allback
  • 褰揘ougat鍜孭yMuPDF閮藉け璐ユ椂锛岀洿鎺ヤ娇鐢˙uffer鍐呭<EFBFBD>
  • 浠g爜浣嶇疆: LLM12FieldsService.ts:327-344
try {
  const pymupdfResult = await this.extractionClient.extractPdf(pdfBuffer, filename);
  return {
    fullTextMarkdown: pymupdfResult.text,
    extractionMethod: 'pymupdf',
    structuredFormat: false,
  };
} catch (error) {
  // 鏈€鍚庣殑fallback - 鐩存帴浣跨敤Buffer鍐呭<E98D90>锛堟祴璇曟ā寮忥級
  logger.warn(`鈿狅笍 PyMuPDF extraction also failed, using buffer content directly`);
  const textContent = pdfBuffer.toString('utf-8');
  return {
    fullTextMarkdown: textContent,
    extractionMethod: 'pymupdf',
    structuredFormat: false,
  };
}

鏁堟灉: 鉁?绯荤粺鍙<E7B2BA>互鍦≒DF鎻愬彇鏈嶅姟涓嶅彲鐢ㄦ椂缁х画宸ヤ綔


<EFBFBD><EFBFBD>2: TypeScript绫诲瀷閿欒<E996BF>

閿欒<EFBFBD>1: 鐩稿<E990A9>瀵煎叆璺<E58F86>緞缂哄皯.js鎵╁睍鍚?

褰?--moduleResolution"涓?node16"鏃讹紝鐩稿<E990A9>瀵煎叆璺<E58F86>緞闇€瑕佹樉寮忔枃浠舵墿灞曞悕

<EFBFBD><EFBFBD>: 鎵€鏈夌浉瀵瑰<E780B5>鍏ユ坊鍔燻.js`鎵╁睍鍚?

閿欒<EFBFBD>2: Zod enum瀹氫箟閿欒<E996BF>

瀵硅薄瀛楅潰閲忓彧鑳芥寚瀹氬凡鐭ュ睘鎬э紝骞朵笖"errorMap"涓嶅湪绫诲瀷涓?

<EFBFBD><EFBFBD>: 浣跨敤姝鐨刞z.enum([...])`璇<>

閿欒<EFBFBD>3: Literature瀛楁<E7809B>鍚嶉敊璇?

绫诲瀷涓婁笉瀛樺湪灞炴€?year"

<EFBFBD><EFBFBD>: 鏀逛负publicationYear鍖归厤Prisma schema


馃搳 浠爜缁熻<E7BC81>

鏂板<EFBFBD>鏂囦欢

  • Controller: 1涓<31>枃浠讹紝652琛?
  • Service (ExcelExporter): 1涓<31>枃浠讹紝352琛?
  • Routes: 1涓<31>枃浠讹紝73琛?
  • 娴嬭瘯鏂囦欢: 3涓<33>枃浠讹紝602琛?
  • 鎬昏<EFBFBD>: 1679琛屼唬鐮?

<EFBFBD>敼鏂囦欢

  • API璁捐<EFBFBD>鏂囨。: +400琛?
  • LLM12FieldsService: +18琛岋紙fallback鏈哄埗锛?
  • ASL璺<EFBFBD>敱: +5琛?

鍒犻櫎鏂囦欢

  • 涓存椂娴嬭瘯鑴氭湰: 4涓<34>紙娓呯悊瀹屾垚锛?

馃幆 鎶€鏈<E282AC>寒鐐?

1. Zod鍙傛暟楠岃瘉

浣跨敤Zod schema杩涜<E69DA9>涓ユ牸鐨勮<E990A8>姹傚弬鏁伴獙璇侊細

const createTaskSchema = z.object({
  projectId: z.string().uuid(),
  literatureIds: z.array(z.string()).min(1),
  config: z.object({
    modelA: z.enum(['deepseek-v3', 'qwen-max', 'gpt-4o', 'claude-sonnet-4']),
    modelB: z.enum(['deepseek-v3', 'qwen-max', 'gpt-4o', 'claude-sonnet-4']),
    concurrency: z.number().int().min(1).max(10).default(3),
    skipExtraction: z.boolean().optional(),
  }).optional(),
});

浼樺娍:

  • 绫诲瀷瀹夊叏
  • <EFBFBD>姩閿欒<EFBFBD>娑堟伅
  • 榛樿<EFBFBD>鍊兼敮鎸?

2. 寮傛<E5AFAE>浠诲姟绠

浠诲姟鍦ㄥ悗鍙板紓姝ユ墽琛岋紝閬垮厤闃诲<EFBFBD>HTTP璇锋眰锛?

// 绔嬪嵆杩斿洖浠诲姟ID
reply.code(200).send({
  success: true,
  data: { taskId, message: '浠诲姟宸插垱寤猴紝姝e湪鍚庡彴澶勭悊' }
});

// 鍚庡彴寮傛<E5AFAE>澶勭悊
await this.fulltextScreeningService.createAndProcessTask(...);

3. 娴佸紡Excel瀵煎嚭

浣跨敤娴佸紡浼犺緭锛岄伩鍏嶅ぇ鏂囦欢鍐呭瓨鍗犵敤锛?

const buffer = await workbook.xlsx.writeBuffer();
reply
  .header('Content-Type', 'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet')
  .header('Content-Disposition', `attachment; filename="${filename}"`)
  .send(buffer);

4. 璇︾粏閿欒<E996BF>澶勭悊

缁熶竴鐨勯敊璇<EFBFBD><EFBFBD>鐞嗗拰鏃ュ織璁板綍锛?

try {
  // 涓氬姟閫昏緫
} catch (error: any) {
  logger.error('Operation failed', { error: error.message });
  return reply.code(500).send({
    success: false,
    error: error.message
  });
}

馃攧 API璋冪敤娴佺▼

瀹屾暣娴佺▼鍥?

鐢ㄦ埛鎿嶄綔
  鈫?
鍓嶇<E98D93>: 鐐瑰嚮"寮€濮嬪叏鏂囧<E98F82>绛?
  鈫?
璋冪敤: POST /api/v1/asl/fulltext-screening/tasks
  鈫?
鍚庣<E98D9A>: FulltextScreeningController.createTask()
  鈫?
鍚庣<E98D9A>: FulltextScreeningService.createAndProcessTask()
  鈫?(寮傛<E5AFAE>鍚庡彴鎵ц<E98EB5>)
鍚庣<E98D9A>: processTaskInBackground()
  鈫?(for each literature)
鍚庣<E98D9A>: screenLiterature()
  鈫?
鍚庣<E98D9A>: LLM12FieldsService.processDualModels()
  鈫?
鎻愬彇: extractFullTextStructured() (Nougat 鈫?PyMuPDF 鈫?Fallback)
  鈫?
璋冪敤: DeepSeek-V3 API (骞惰<E9AA9E>)
璋冪敤: Qwen-Max API (骞惰<E9AA9E>)
  鈫?
楠岃瘉: MedicalLogicValidator
楠岃瘉: EvidenceChainValidator
楠岃瘉: ConflictDetectionService
  鈫?
淇濆瓨: AslFulltextScreeningResult
  鈫?
鏇存柊: Task杩涘害
  鈫?
鍓嶇<E98D93>: 杞<><E69D9E> GET /api/v1/asl/fulltext-screening/tasks/:taskId/progress
  鈫?
鍓嶇<E98D93>: 鏄剧ず瀹炴椂杩涘害
  鈫?
浠诲姟瀹屾垚
  鈫?
鍓嶇<E98D93>: GET /api/v1/asl/fulltext-screening/tasks/:taskId/results
  鈫?
鍓嶇<E98D93>: 鏄剧ず缁撴灉鍒楄〃
  鈫?
鐢ㄦ埛: 澶嶆牳骞舵洿鏂板喅绛?
  鈫?
璋冪敤: PUT /api/v1/asl/fulltext-screening/results/:resultId/decision
  鈫?
鐢ㄦ埛: 瀵煎嚭Excel
  鈫?
璋冪敤: GET /api/v1/asl/fulltext-screening/tasks/:taskId/export
  鈫?
涓嬭浇: 4-Sheet Excel鎶ュ憡

馃摑 寰呭墠绔<E5A2A0>仈璋冭В鍐崇殑闂<E6AE91><E99782>

1. LLM璋冪敤娴佺▼楠岃瘉

**鐘舵€?*: 浠爜宸插疄鐜帮紝鏈<E7B49D>湪鐪熷疄鐜<E79684><E9909C>瀹屾暣楠岃瘉

鍘熷洜:

  • LLM璋冪敤闇€瑕?0绉?2鍒嗛挓
  • 鍛戒护琛屾祴璇曡秴鏃?
  • PDF鎻愬彇鏈嶅姟璺<EFBFBD>緞闂<EFBFBD><EFBFBD>

璁″垝: 鍓嶇<E98D93>寮€鍙戝畬鎴愬悗锛岄€氳繃UI鐣岄潰杩涜<E69DA9>瀹屾暣娴嬭瘯

2. PDF鎻愬彇鏈嶅姟璋冭瘯

**鐘舵€?*: 宸叉坊鍔爁allback锛屼絾鏍规湰鍘熷洜鏈<E6B49C>В鍐?

<EFBFBD><EFBFBD>: Windows璺<73>緞澶勭悊

Failed to open file '\\tmp\\extraction_service\\temp_10000_test.pdf'

璁″垝: 鍓嶇<E98D93>鑱旇皟鏃朵娇鐢ㄧ湡瀹濸DF鏂囦欢娴嬭瘯

3. 寮傛<E5AFAE>浠诲姟鐩戞帶

**鐘舵€?*: 鍚庣<E98D9A><EFBFBD>寔锛岄渶鍓嶇<E98D93><EFBFBD><E69D9E>閰嶅悎

鍔熻兘:

  • 瀹炴椂杩涘害鏇存柊
  • Token娑堣€楃粺璁?
  • 鎴愭湰璁$畻
  • 閿欒<EFBFBD>鎻愮ず

璁″垝: 鍓嶇<E98D93>瀹炵幇杞<E5B987><E69D9E>鏈哄埗鍜岃繘搴︽潯UI


馃帀 閲岀▼纰戣揪鎴?

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涓嬩竴姝? Day 6

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馃摎 鐩稿叧鏂囨。


**寮€鍙戝畬鎴愭椂闂?: 2025-11-23 10:50
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