Files

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

17 KiB

Raw Blame History

Day 4寮€鍙戣<E98D99>褰曪細鏁版嵁搴撹<E690B4>璁′笌鎵瑰<E98EB5>鐞嗘湇鍔″紑鍙?

鏃ユ湡锛?025-11-23
**寮€鍙戣€?*锛欰SL寮€鍙戝洟闃? **闃舵<E99783>**锛氬叏鏂囧<E98F82>绛汳VP - Day 4
**鐘舵€?*锛氣渽宸插畬鎴?

馃搵寮€鍙戠洰鏍?

Day 4涓婂崍锛氬畬鎴愭暟鎹<EFBFBD>簱璁捐<EFBFBD>涓庤縼绉? Day 4涓嬪崍锛氬紑鍙戞壒澶勭悊鏈嶅姟锛團ulltextScreeningService锛?

鉁?Day 4涓婂崍锛氭暟鎹<E69A9F>簱璁捐<E79281>涓庤縼绉?

1. Schema璁捐<E79281>

1.1 淇<>敼 AslLiterature 琛?

鏂板<EFBFBD>13涓<EFBFBD>叏鏂囧<EFBFBD>绛涚浉鍏冲瓧娈碉細

鏂囩尞鐢熷懡鍛ㄦ湡锛?

stage - 闃舵<E99783>鏍囪<E98F8D>锛坕mported/title_screened/fulltext_pending/fulltext_screened锛?

PDF绠＄悊锛?

has_pdf - 鏄<>惁鏈塒DF
pdf_storage_type - 瀛樺偍绫诲瀷锛坥ss/dify/local锛?
pdf_storage_ref - 瀛樺偍寮曠敤
pdf_status - 鐘舵€侊紙pending/extracting/completed/failed锛?
pdf_uploaded_at - 涓婁紶鏃堕棿

**鍏ㄦ枃绠＄悊锛堜簯鍘熺敓锛?*锛?

full_text_storage_type - 瀛樺偍绫诲瀷锛坥ss/dify锛?
full_text_storage_ref - 瀛樺偍寮曠敤
full_text_url - 璁块棶URL

**鍏ㄦ枃鍏冩暟鎹?*锛?

full_text_format - 鏍煎紡锛坢arkdown/plaintext锛?
full_text_source - 鎻愬彇鏂瑰紡锛坣ougat/pymupdf锛?
full_text_token_count - Token鏁伴噺
full_text_extracted_at - 鎻愬彇鏃堕棿

璁捐<EFBFBD>浜<EFBFBD>偣锛?

鉁?**浜戝師鐢熸灦鏋?*锛氬叏鏂囧瓨鍌ㄥ湪OSS/Dify锛屾暟鎹<E69A9F>簱鍙<E7B0B1>瓨寮曠敤
鉁?绗﹀悎瑙勮寖锛氶伒寰<EFBFBD>€婁簯鍘熺敓寮€鍙戣<EFBFBD>鑼冦€嬶紝涓嶅湪鏁版嵁搴撳瓨鍌ㄥぇ鏂囨湰
鉁?**鍙<>墿灞曟€?*锛氭敮鎸佸<E98EB8>绉嶅瓨鍌ㄦ柟寮忕殑閫傞厤鍣ㄦā寮?

1.2 鏂板缓 AslFulltextScreeningTask 琛?

浠诲姟绠＄悊琛<EFBFBD>紝瀛楁<EFBFBD>鍖呮嫭锛?

鍩虹<EFBFBD>淇℃伅锛歚id, project_id`
妯″瀷閰嶇疆锛歚model_a, model_b, prompt_version`
杩涘害璺熻釜锛歚total_count, processed_count, success_count, failed_count, degraded_count`
鎴愭湰缁熻<EFBFBD>锛歚total_tokens, total_cost`
鐘舵€佺<EFBFBD>鐞嗭細status, started_at, completed_at, estimated_end_at
閿欒<EFBFBD>璁板綍锛歚error_message, error_stack`

璁捐<EFBFBD>浜<EFBFBD>偣锛?

鉁?瀹炴椂杩涘害锛氭敮鎸佸墠绔<EFBFBD>疆璇<EFBFBD>换鍔¤繘搴?
鉁?鎴愭湰璺熻釜锛氱疮璁<EFBFBD>oken鍜岃垂鐢?
鉁?棰勪及鏃堕棿锛氬姩鎬佽<EFBFBD>绠楀墿浣欐椂闂?

1.3 鏂板缓 AslFulltextScreeningResult 琛?

缁撴灉瀛樺偍琛<EFBFBD>紙12瀛楁<EFBFBD>妯℃澘锛夛紝瀛楁<EFBFBD>鍖呮嫭锛?

**鍙屾ā鍨嬬粨鏋?*锛歁odel A (DeepSeek-V3) 鍜?Model B (Qwen-Max) 鐨勫畬鏁磋緭鍑?
楠岃瘉缁撴灉锛氬尰瀛﹂€昏緫楠岃瘉銆佽瘉鎹<EFBFBD>摼楠岃瘉
**鍐茬獊妫€娴?*锛氬瓧娈电骇鍐茬獊瀵规瘮銆佷紭鍏堢骇鎺掑簭
浜哄伐澶嶆牳锛氭渶缁堝喅绛栥€佹帓闄ゅ師鍥犮€佸<EFBFBD>鏍哥瑪璁?
**鍙<>拷婧<E68BB7>€?*锛氬師濮嬭緭鍑恒€丳rompt鐗堟湰銆佸<E98A86>鐞嗘椂闂?

璁捐<EFBFBD>浜<EFBFBD>偣锛?

鉁?JSONB瀛樺偍锛?2瀛楁<E7809B>鐏垫椿瀛樺偍锛屾敮鎸侀珮鏁堟煡璇?
鉁?**鍙屾ā鍨嬪<E98DA8>姣?*锛氬畬鏁翠繚瀛樹袱涓<E8A2B1>ā鍨嬬殑杈撳嚭
鉁?**鍐茬獊浼樺厛绾?*锛氳嚜鍔ㄨ<E98D94>绠梤eview_priority锛?-100锛?
鉁?**鍙<><E98D99>璁?*锛氫繚鐣檙aw_output锛屽彲杩芥函LLM鍘熷<E98D98>鍝嶅簲

2. 杩佺Щ绛栫暐

2.1 闂<><E99782>璇嗗埆

鍦ㄨ縼绉昏繃绋嬩腑鍙戠幇锛?

鈿狅笍鍘嗗彶閬楃暀闂<E69A80><E99782>锛氶儴鍒嗘ā鍧楃殑琛ㄥ垱寤哄湪 public schema
鉁?ASL妯″潡鏁版嵁瀹屽叏姝ｇ‘锛氭墍鏈夎〃閮藉湪 asl_schema
鈿狅笍 Prisma Migrate浼氬皾璇曞垹闄?public 涓<>殑閲嶅<E996B2>琛?

2.2 瑙ｅ喅鏂规<E98F82>锛氭墜鍔⊿QL杩佺Щ

绛栫暐锛氫娇鐢ㄦ墜鍔⊿QL鑴氭湰锛屽彧鎿嶄綔 asl_schema锛屼笉褰卞搷鍏朵粬妯″潡

-- 鍙<>搷浣渁sl_schema锛屼笉褰卞搷鍏朵粬schema
ALTER TABLE asl_schema.literatures ADD COLUMN IF NOT EXISTS ...;
CREATE TABLE IF NOT EXISTS asl_schema.fulltext_screening_tasks (...);
CREATE TABLE IF NOT EXISTS asl_schema.fulltext_screening_results (...);

**鎵ц<E98EB5>**锛?

Get-Content manual_fulltext_screening.sql | docker exec -i ai-clinical-postgres psql ...

楠岃瘉锛?

\dt asl_schema.*
-- 缁撴灉锛?涓<>〃
-- 鉁?literatures (宸叉洿鏂?
-- 鉁?screening_projects
-- 鉁?screening_tasks
-- 鉁?screening_results
-- 鉁?fulltext_screening_tasks (鏂板缓)
-- 鉁?fulltext_screening_results (鏂板缓)

2.3 Schema闅旂<E99785>楠岃瘉

**妫€鏌ョ粨鏋?*锛?

鉁?ASL妯″潡鎵€鏈?涓<>〃閮藉湪 asl_schema
鉁?鏃犳暟鎹<E69A9F>硠婕忓埌 public schema
鉁?澶栭敭绾︽潫鍏ㄩ儴鎸囧悜 asl_schema 鍐呴儴
鉁?Prisma Model姝ｇ‘鏄犲皠锛坄@@schema("asl_schema")`锛?

**鐩稿叧鏂囨。**锛?

[鏁版嵁搴撹縼绉荤姸鎬佽<E98EAC>鏄嶿(./2025-11-23_鏁版嵁搴撹縼绉荤姸鎬佽<E98EAC>鏄?md)
[鏁版嵁搴撹<E690B4>璁℃枃妗<E69E83>(../02-鎶€鏈<E282AC><E98F88>璁?01-鏁版嵁搴撹<E690B4>璁?md)

3. 浜у嚭

鉁?Prisma Schema鏇存柊锛?涓<>ā鍨嬶級
鉁?鎵嬪姩SQL杩佺Щ鑴氭湰锛?41琛岋級
鉁?鏁版嵁搴撹縼绉荤姸鎬佽<E98EAC>鏄庢枃妗ｏ紙435琛岋級
鉁?鏁版嵁搴撹<E690B4>璁℃枃妗ｆ洿鏂帮紙v3.0锛?
鉁?妯″潡鐘舵€佹枃妗ｆ洿鏂帮紙v1.2锛?

鉁?Day 4涓嬪崍锛氭壒澶勭悊鏈嶅姟寮€鍙?

1. 鏍稿績鏈嶅姟锛欶ulltextScreeningService

1.1 鏈嶅姟鑱岃矗

鑱岃矗	璇存槑
浠诲姟璋冨害	鎵归噺澶勭悊鏂囩尞锛屽苟鍙戞帶鍒?
鏈嶅姟闆嗘垚	璋冪敤LLM鏈嶅姟銆侀獙璇佸櫒銆佸啿绐佹<EFBFBD>娴?
杩涘害璺熻釜	瀹炴椂鏇存柊浠诲姟杩涘害锛岃<EFBFBD>绠楅<EFBFBD>浼版椂闂?
瀹归敊澶勭悊	閲嶈瘯鏈哄埗銆侀檷绾фā寮忋€侀敊璇<EFBFBD><EFBFBD>褰?
*鏁版嵁鎸佷箙鍖?	淇濆瓨澶勭悊缁撴灉鍒版暟鎹<EFBFBD>簱

1.2 鏍稿績鏂规硶

1. createAndProcessTask() - 浠诲姟鍒涘缓鍏ュ彛

async createAndProcessTask(
  projectId: string,
  literatureIds: string[],
  config: FulltextScreeningConfig
): Promise<string>

鍔熻兘锛?

楠岃瘉椤圭洰鍜屾枃鐚<EFBFBD>暟鎹?
鍒涘缓浠诲姟璁板綍
鍚<EFBFBD>姩鍚庡彴澶勭悊锛堜笉绛夊緟瀹屾垚锛?
杩斿洖浠诲姟ID

2. processTaskInBackground() - 鍚庡彴鎵瑰<E98EB5>鐞嗛€昏緫

private async processTaskInBackground(
  taskId: string,
  literatures: any[],
  project: any,
  config: FulltextScreeningConfig
): Promise<void>

鍔熻兘锛?

鏇存柊浠诲姟鐘舵€佷负"杩愯<E69DA9>涓?
鏋勫缓PICOS涓婁笅鏂?
浣跨敤 p-queue 瀹炵幇骞跺彂鎺у埗锛堥粯璁ゅ苟鍙?锛?
璋冪敤 screenLiteratureWithRetry() 澶勭悊姣忕瘒鏂囩尞
绱<EFBFBD><EFBFBD>缁熻<EFBFBD>锛坰uccess/failed/degraded/tokens/cost锛?
鏍囪<EFBFBD>浠诲姟瀹屾垚

*3. screenLiteratureWithRetry() - 鍗曠瘒澶勭悊锛堝甫閲嶈瘯锛?

private async screenLiteratureWithRetry(
  taskId: string,
  projectId: string,
  literature: any,
  picosContext: any,
  config: FulltextScreeningConfig
): Promise<SingleLiteratureResult>

鍔熻兘锛?

鏈€澶氶噸璇?娆★紙鍙<E7B499>厤缃<E58EA4>級
鎸囨暟閫€閬跨瓥鐣ワ紙1s, 2s锛?
鎹曡幏骞惰<EFBFBD>褰曢敊璇?

4. screenLiterature() - 鍗曠瘒澶勭悊鏍稿績閫昏緫

private async screenLiterature(
  taskId: string,
  projectId: string,
  literature: any,
  picosContext: any,
  config: FulltextScreeningConfig
): Promise<SingleLiteratureResult>

鍔熻兘锛?

鑾峰彇鍏ㄦ枃鍐呭<EFBFBD>锛堟敮鎸佹祴璇曟ā寮忥細璺宠繃PDF鎻愬彇锛?
璋冪敤 LLM12FieldsService.processDualModels()锛堝弻妯″瀷骞惰<EFBFBD>锛?
鍖诲<EFBFBD>閫昏緫楠岃瘉锛坄MedicalLogicValidator`锛?
璇佹嵁閾鹃獙璇侊紙EvidenceChainValidator锛?
鍐茬獊妫€娴嬶紙ConflictDetectionService锛?
淇濆瓨缁撴灉鍒版暟鎹<EFBFBD>簱锛坄fulltext_screening_results`琛<>級
杩斿洖澶勭悊缁撴灉锛坱okens銆乧ost銆乮sDegraded锛?

5. updateTaskProgress() - 杩涘害鏇存柊

private async updateTaskProgress(
  taskId: string,
  progress: { ... }
): Promise<void>

鍔熻兘锛?

璁＄畻骞冲潎澶勭悊鏃堕棿
棰勪及鍓╀綑鏃堕棿锛坋stimatedEndAt锛?
鏇存柊鏁版嵁搴擄紙processed/success/failed/degraded/tokens/cost锛?

6. completeTask() - 浠诲姟瀹屾垚

private async completeTask(
  taskId: string,
  summary: { ... }
): Promise<void>

鍔熻兘锛?

鏍囪<EFBFBD>浠诲姟鐘舵€侊紙completed/failed锛?
鏇存柊鏈€缁堢粺璁?
璁板綍瀹屾垚鏃堕棿

1.3 鏌ヨ<E98F8C>鎺ュ彛

getTaskProgress() - 鏌ヨ<E98F8C>浠诲姟杩涘害

async getTaskProgress(taskId: string): Promise<ScreeningProgress | null>

杩斿洖锛?

浠诲姟鐘舵€侊紙pending/running/completed/failed锛?
杩涘害缁熻<EFBFBD>锛坧rocessed/success/failed/degraded锛?
鎴愭湰缁熻<EFBFBD>锛坱otalTokens/totalCost锛?
鏃堕棿淇℃伅锛坰tarted/completed/estimatedEnd锛?

getTaskResults() - 鏌ヨ<E98F8C>浠诲姟缁撴灉

async getTaskResults(
  taskId: string,
  filter?: { conflictOnly, page, pageSize }
): Promise<{ results, total }>

鍔熻兘锛?

鏀<EFBFBD>寔杩囨护锛堜粎鍐茬獊椤癸級
鍒嗛〉鏌ヨ<EFBFBD>
鎸変紭鍏堢骇鎺掑簭锛堝啿绐佷紭鍏堛€乺eview_priority闄嶅簭锛?

updateReviewDecision() - 鏇存柊浜哄伐澶嶆牳鍐崇瓥

async updateReviewDecision(
  resultId: string,
  decision: { finalDecision, finalDecisionBy, ... }
): Promise<void>

鍔熻兘锛?

鏇存柊鏈€缁堝喅绛栵紙include/exclude锛?
璁板綍澶嶆牳浜哄拰鏃堕棿
璁板綍鎺掗櫎鍘熷洜鍜岀瑪璁?

2. 鎶€鏈<E282AC>寒鐐?

2.1 骞跺彂鎺у埗

浣跨敤 p-queue 瀹炵幇浼橀泤鐨勫苟鍙戞帶鍒讹細

const queue = new PQueue({ concurrency: 3 });

const tasks = literatures.map((literature, index) =>
  queue.add(async () => {
    // 澶勭悊鍗曠瘒鏂囩尞
  })
);

await Promise.all(tasks);

浼樺娍锛?

鉁?鑷<>姩鎺掗槦锛岄伩鍏嶅悓鏃跺彂璧疯繃澶歀LM璇锋眰
鉁?鎺у埗API璋冪敤棰戠巼锛岄槻姝㈣Е鍙戦檺娴?
鉁?鍏呭垎鍒╃敤骞跺彂锛屾彁閫?鍊嶏紙涓茶<E6B693>鈫?骞跺彂锛?

2.2 瀹归敊鏈哄埗

**3灞傚<E7819E>閿?*锛?

**Retry灞?*锛氬崟绡囨枃鐚<E69E83>け璐ヨ嚜鍔ㄩ噸璇曪紙鏈€澶?娆★級
**Degraded灞?*锛歀LM12FieldsService鏀<65>寔闄嶇骇妯″紡锛堝崟妯″瀷鎴愬姛鍗冲彲锛?
**Continue灞?*锛氬崟绡囧け璐ヤ笉褰卞搷鏁翠綋锛岀户缁<E688B7><E7BC81>鐞嗗叾浠栨枃鐚?

鏁堟灉锛?

鉁?闄嶄綆澶辫触鐜?
鉁?鎻愰珮浠诲姟瀹屾垚鐜?
鉁?瀹屾暣璁板綍澶辫触鍘熷洜

2.3 娴嬭瘯妯″紡

鏀<EFBFBD>寔 skipExtraction: true 娴嬭瘯妯″紡锛?

if (config.skipExtraction) {
  // 浣跨敤鏍囬<E98F8D>+鎽樿<E98EBD>浣滀负鍏ㄦ枃
  fullText = `# ${literature.title}\n\n## Abstract\n${literature.abstract}`;
  fullTextFormat = 'markdown';
  fullTextSource = 'test';
}

浼樺娍锛?

鉁?蹇<>€熼獙璇佹湇鍔￠€昏緫
鉁?鏃犻渶鐪熷疄PDF鏂囦欢
鉁?鑺傜渷娴嬭瘯鎴愭湰

2.4 瀹炴椂杩涘害璺熻釜

鍔ㄦ€佽<EFBFBD>绠楅<EFBFBD>浼板墿浣欐椂闂达細

const avgTimePerItem = elapsed / processedCount;
const remainingItems = totalCount - processedCount;
const estimatedRemainingTime = avgTimePerItem * remainingItems;

鐢ㄦ埛浣撻獙锛?

鉁?鍓嶇<E98D93>鍙<EFBFBD>疆璇㈡樉绀鸿繘搴?
鉁?鏄剧ず棰勪及瀹屾垚鏃堕棿
鉁?瀹炴椂鏄剧ず鎴愭湰缁熻<E7BC81>

3. 闆嗘垚娴嬭瘯

鍒涘缓浜嗗畬鏁寸殑闆嗘垚娴嬭瘯鑴氭湰锛?

娴嬭瘯鍦烘櫙锛?

鉁?鍑嗗<E98D91>娴嬭瘯鏁版嵁锛堟煡鎵鹃」鐩<E3808D>拰鏂囩尞锛?
鉁?鍒涘缓骞跺<E9AA9E>鐞嗕换鍔★紙娴嬭瘯妯″紡锛?绡囨枃鐚<E69E83>紝2骞跺彂锛?
鉁?杞<><E69D9E>浠诲姟杩涘害锛堟瘡5绉掞級
鉁?鏌ヨ<E98F8C>浠诲姟缁撴灉锛堝垎椤碉紝鎺掑簭锛?
鉁?鏇存柊浜哄伐澶嶆牳鍐崇瓥

娴嬭瘯鏂囦欢锛?

service-integration-test.ts (绾?00琛?

杩愯<EFBFBD>鏂瑰紡锛?

cd backend
npx ts-node src/modules/asl/fulltext-screening/services/__tests__/service-integration-test.ts

4. 浜у嚭

浠ｇ爜锛?

鉁?FulltextScreeningService.ts (绾?00琛?
鉁?闆嗘垚娴嬭瘯鑴氭湰 (绾?00琛?
鉁?TypeScript绫诲瀷瀹氫箟瀹屾暣
鉁?浠ｇ爜娉ㄩ噴璇︾粏

渚濊禆锛?

鉁?瀹夎<E780B9> p-queue 搴?

璐ㄩ噺锛?

鉁?鏃燣inter閿欒<E996BF>
鉁?瀹屾暣鐨勯敊璇<E6958A><E79287>鐞?
鉁?璇︾粏鐨勬棩蹇楄<E8B987>褰?

馃搳 Day 4 鎬讳綋缁熻<E7BC81>

鏃堕棿鍒嗛厤

闃舵<EFBFBD>	浠诲姟	鑰楁椂	鐘舵€?
涓婂崍	鏁版嵁搴撹<EFBFBD>璁?	1h	鉁?
	Schema璁捐<EFBFBD>锛?涓<>ā鍨嬶級	30min	鉁?
	鎵嬪姩SQL杩佺Щ	20min	鉁?
	Schema闅旂<EFBFBD>楠岃瘉	10min	鉁?
	鏂囨。缂栧啓锛堣縼绉荤姸鎬佽<EFBFBD>鏄庯級	30min	鉁?
	鏂囨。鏇存柊锛堣<EFBFBD>璁℃枃妗ｃ€佺姸鎬佹枃妗ｏ級	20min	鉁?
涓嬪崍	鎵瑰<EFBFBD>鐞嗘湇鍔″紑鍙?	2h	鉁?
	鏈嶅姟鏍稿績閫昏緫	1h	鉁?
	闆嗘垚娴嬭瘯鑴氭湰	30min	鉁?
	浠ｇ爜瀹℃煡涓庝紭鍖?	30min	鉁?
鍚堣<EFBFBD>		3h	鉁?

浠ｇ爜浜у嚭

绫诲埆	鏂囦欢	琛屾暟	璇存槑
鏍稿績鏈嶅姟	FulltextScreeningService.ts	~700	鎵瑰<EFBFBD>鐞嗘湇鍔?
娴嬭瘯	service-integration-test.ts	~200	闆嗘垚娴嬭瘯
*鏁版嵁搴?	manual_fulltext_screening.sql	141	杩佺Щ鑴氭湰
鏂囨。	鏁版嵁搴撹縼绉荤姸鎬佽<EFBFBD>鏄?	435	璇︾粏璁板綍
鏂囨。	Day 4寮€鍙戣<E98D99>褰?	~800	鏈<EFBFBD>枃妗?
鍚堣<EFBFBD>		~2,276

鍔熻兘瀹屾垚搴?

鍔熻兘妯″潡	瀹屾垚搴?	璇存槑
鏁版嵁搴撹<EFBFBD>璁?	100% 鉁?	3涓<EFBFBD>〃锛?3涓<33>柊瀛楁<E7809B>
鏁版嵁搴撹縼绉?	100% 鉁?	鎵嬪姩SQL锛屽畨鍏ㄦ墽琛?
浠诲姟鍒涘缓涓庤皟搴?	100% 鉁?	鏀<EFBFBD>寔骞跺彂鎺у埗
鍗曠瘒鏂囩尞澶勭悊	100% 鉁?	闆嗘垚鎵€鏈夐獙璇佸櫒
杩涘害璺熻釜	100% 鉁?	瀹炴椂鏇存柊锛岄<EFBFBD>浼版椂闂?
瀹归敊澶勭悊	100% 鉁?	閲嶈瘯銆侀檷绾с€佺户缁?
鏌ヨ<EFBFBD>鎺ュ彛	100% 鉁?	杩涘害銆佺粨鏋溿€佸喅绛?
闆嗘垚娴嬭瘯	100% 鉁?	绔<EFBFBD>埌绔<EFBFBD>祴璇曡剼鏈?

馃幆鍏抽敭鍐崇瓥

1. 浜戝師鐢熷瓨鍌ㄦ柟妗?鉁?

鍐崇瓥锛氬叏鏂囧唴瀹瑰瓨鍌ㄥ湪OSS/Dify锛屾暟鎹<E69A9F>簱鍙<E7B0B1>瓨寮曠敤

鐞嗙敱锛?

绗﹀悎銆婁簯鍘熺敓寮€鍙戣<EFBFBD>鑼冦€?
閬垮厤鏁版嵁搴撹啫鑳€
鏀<EFBFBD>寔澶ц<EFBFBD>妯℃墿灞?

瀹炵幇锛?

full_text_storage_type - 瀛樺偍绫诲瀷锛坥ss/dify锛?
full_text_storage_ref - 瀛樺偍寮曠敤锛坘ey鎴朓D锛?
full_text_url - 璁块棶URL

2. 鎵嬪姩SQL杩佺Щ绛栫暐鉁?

鍐崇瓥锛氫笉浣跨敤 prisma migrate锛岃€屾槸鎵嬪姩缂栧啓SQL鑴氭湰

鐞嗙敱锛?

Prisma Migrate浼氬皾璇曞垹闄?public schema涓<61>殑閲嶅<E996B2>琛?
鍙<EFBFBD>兘褰卞搷鍏朵粬妯″潡锛圓IA銆丳KB銆丳latform锛?
鎵嬪姩SQL鏇村畨鍏ㄣ€佸彲鎺с€佸彲瀹¤<EFBFBD>

鍘熷垯锛?

"绠″ソ鑷<E382BD>繁"锛氬彧鎿嶄綔 asl_schema
涓嶅姩 public schema锛屼笉褰卞搷鍏朵粬妯″潡

3. 娴嬭瘯妯″紡璁捐<E79281> 鉁?

鍐崇瓥锛氭敮鎸?skipExtraction: true 娴嬭瘯妯″紡

鐞嗙敱锛?

蹇<EFBFBD>€熼獙璇佹湇鍔￠€昏緫
鏃犻渶鍑嗗<EFBFBD>鐪熷疄PDF鏂囦欢
鑺傜渷娴嬭瘯鎴愭湰鍜屾椂闂?

瀹炵幇锛?

if (config.skipExtraction) {
  fullText = `# ${title}\n\n## Abstract\n${abstract}`;
}

4. 骞跺彂鎺у埗绛栫暐鉁?

鍐崇瓥锛氫娇鐢?p-queue锛岄粯璁ゅ苟鍙?

鐞嗙敱锛?

鎻愰€?鍊嶏紙鐩告瘮涓茶<E6B693>澶勭悊锛?
閬垮厤瑙﹀彂API闄愭祦
鑷<EFBFBD>姩鎺掗槦锛屼紭闆呮帶鍒?

閰嶇疆锛?

const queue = new PQueue({ concurrency: 3 });

馃悰閬囧埌鐨勯棶棰樹笌瑙ｅ喅

闂<EFBFBD><EFBFBD>1锛氭暟鎹<EFBFBD>簱杩佺Щ鍐茬獊

**闂<><E99782>**锛歚prisma db push 妫€娴嬪埌浼氬垹闄?public` schema涓<61>殑琛?

鐜拌薄锛?

鈿狅笍  There might be data loss when applying the changes:
  鈥?You are about to drop the `users` table, which is not empty (2 rows).
  鈥?You are about to drop the `projects` table, which is not empty (2 rows).

鏍瑰洜锛?

鍘嗗彶閬楃暀闂<EFBFBD><EFBFBD>锛氶儴鍒嗘ā鍧楃殑琛ㄥ垱寤哄湪 public schema
Prisma Migrate浼氬皾璇曞悓姝ユ墍鏈塻chema

**瑙ｅ喅鏂规<E98F82>**锛?

涓嶄娇鐢?prisma migrate 鎴?prisma db push
缂栧啓鎵嬪姩SQL鑴氭湰锛屽彧鎿嶄綔 asl_schema
鎵ц<EFBFBD>锛歚Get-Content xxx.sql | docker exec -i postgres psql ...`
楠岃瘉锛歚\dt asl_schema.*`

棰勯槻鎺<EFBFBD>柦锛?

鏈<EFBFBD>潵缁х画浣跨敤鎵嬪姩SQL杩佺Щ
鏄庣‘璁板綍鍦ㄦ枃妗ｄ腑
鎻愰啋鍏朵粬妯″潡寮€鍙戣€?

闂<EFBFBD><EFBFBD>2锛歅risma Client绫诲瀷鐢熸垚

**闂<><E99782>**锛氫慨鏀筍chema鍚庯紝Prisma Client绫诲瀷鏈<E780B7>洿鏂?

瑙ｅ喅锛?

npx prisma generate

棰勯槻鎺<EFBFBD>柦锛?

姣忔<EFBFBD>淇<EFBFBD>敼Schema鍚庣珛鍗虫墽琛?
鍔犲叆杩佺Щ娴佺▼鏂囨。

馃摎鐩稿叧鏂囨。

**鏈<><E98F88>鏇存柊鐨勬枃妗?*锛?

[鏁版嵁搴撹縼绉荤姸鎬佽<E98EAC>鏄嶿(./2025-11-23_鏁版嵁搴撹縼绉荤姸鎬佽<E98EAC>鏄?md) 鈫?鏂板缓
[鏁版嵁搴撹<E690B4>璁℃枃妗<E69E83>(../02-鎶€鏈<E282AC><E98F88>璁?01-鏁版嵁搴撹<E690B4>璁?md) 鈫?鏇存柊v3.0
[妯″潡褰撳墠鐘舵€佷笌寮€鍙戞寚鍗梋(../00-妯″潡褰撳墠鐘舵€佷笌寮€鍙戞寚鍗?md) 鈫?鏇存柊v1.2
鎶€鏈<EFBFBD>€哄姟娓呭崟鈫?鏇存柊鍊哄姟7鐘舵€?
[鍏ㄦ枃澶嶇瓫寮€鍙戣<E98D99>鍒抅(../04-寮€鍙戣<E98D99>鍒?04-鍏ㄦ枃澶嶇瓫寮€鍙戣<E98D99>鍒?md) 鈫?鏇存柊Day 4杩涘害

**鍙傝€冪殑瑙勮寖鏂囨。**锛?

[浜戝師鐢熷紑鍙戣<E98D99>鑼僝(../../../../04-寮€鍙戣<E98D99>鑼?08-浜戝師鐢熷紑鍙戣<E98D99>鑼?md)
[鏁版嵁搴撴灦鏋勮<E98F8B>鏄嶿(../../../../00-绯荤粺鎬讳綋璁捐<E79281>/03-鏁版嵁搴撴灦鏋勮<E98F8B>鏄?md)
[绯荤粺褰撳墠鐘舵€佷笌寮€鍙戞寚鍗梋(../../../../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)

馃殌涓嬩竴姝ヨ<E5A79D>鍒?

Day 5锛氬悗绔疉PI寮€鍙戯紙棰勮<E6A3B0>1澶╋級

浠诲姟娓呭崟锛?

鍒涘缓 FulltextScreeningController.ts
- createTask() - 鍒涘缓浠诲姟
- getTaskProgress() - 鑾峰彇杩涘害
- getTaskResults() - 鑾峰彇缁撴灉鍒楄〃
- getResultDetail() - 鑾峰彇缁撴灉璇︽儏
- updateDecision() - 浜哄伐瀹℃牳鍐崇瓥
鍒涘缓 fulltext-screening.ts 璺<>敱
闆嗘垚鍒癋astify搴旂敤
API娴嬭瘯锛圥ostman鎴栭泦鎴愭祴璇曪級
閿欒<EFBFBD>澶勭悊瀹屽杽

棰勮<EFBFBD>浜у嚭锛?

5涓狝PI鎺ュ彛
API鏂囨。
鍚庣<EFBFBD>瀹屾垚鉁?

馃帀鎬荤粨

Day 4鏍稿績鎴愭灉锛?

鉁?瀹屾垚鏁版嵁搴撹<E690B4>璁★紙浜戝師鐢熸灦鏋勶級
鉁?瀹屾垚鏁版嵁搴撹縼绉伙紙瀹夊叏鎵ц<E98EB5>锛屾棤褰卞搷鍏朵粬妯″潡锛?
鉁?瀹屾垚鎵瑰<E98EB5>鐞嗘湇鍔″紑鍙戯紙700琛屾牳蹇冧唬鐮侊級
鉁?瀹屾垚闆嗘垚娴嬭瘯锛堢<E9949B>鍒扮<E98D92>楠岃瘉锛?
鉁?瀹屾垚璇︾粏鏂囨。锛?绡囨枃妗ｆ洿鏂帮級

**鎶€鏈<E282AC>寒鐐?*锛?

鉁?浜戝師鐢熷瓨鍌ㄦ柟妗堬紙鍏ㄦ枃瀛極SS/Dify锛?
鉁?鎵嬪姩SQL杩佺Щ绛栫暐锛堝畨鍏ㄥ彲鎺э級
鉁?骞跺彂鎺у埗锛坧-queue锛屾彁閫?鍊嶏級
鉁?瀹归敊鏈哄埗锛堥噸璇曘€侀檷绾с€佺户缁<E688B7>級
鉁?娴嬭瘯妯″紡锛堝揩閫熼獙璇侊級

璐ㄩ噺淇濋殰锛?

鉁?Schema闅旂<E99785>100%姝ｇ‘锛堟墍鏈夎〃鍦╝sl_schema锛?
鉁?浠ｇ爜鏃燣inter閿欒<E996BF>
鉁?瀹屾暣鐨勯敊璇<E6958A><E79287>鐞嗗拰鏃ュ織
鉁?璇︾粏鐨勬枃妗ｈ<E5A697>褰?

**寮€鍙戞晥鐜?*锛?

鈴憋笍涓婂崍1h瀹屾垚鏁版嵁搴撹<E690B4>璁′笌杩佺Щ
鈴憋笍涓嬪崍2h瀹屾垚鎵瑰<E98EB5>鐞嗘湇鍔″紑鍙?
鈴憋笍鍚堣<E98D9A>3h瀹屾垚Day 4鍏ㄩ儴浠诲姟

MVP杩涘害锛?

Week 1锛?0% 鈫?75% 鉁?
Day 1-3锛氶€氱敤鑳藉姏灞傚畬鎴?鉁?
Day 4锛氭壒澶勭悊鏈嶅姟瀹屾垚鉁?
Day 5锛欰PI寮€鍙戯紙涓嬩竴姝ワ級

**寮€鍙戜汉鍛?*锛欰SL寮€鍙戝洟闃? 鏂囨。缂栧啓鏃堕棿锛?025-11-23
鏂囨。鐗堟湰锛歷1.0

17 KiB Raw Blame History Unescape Escape

Day 4寮€鍙戣<E98D99>褰曪細鏁版嵁搴撹<E690B4>璁′笌鎵瑰<E98EB5>鐞嗘湇鍔″紑鍙?

馃搵 寮€鍙戠洰鏍?

鉁?Day 4涓婂崍锛氭暟鎹<E69A9F>簱璁捐<E79281>涓庤縼绉?

1. Schema璁捐<E79281>

1.1 淇<>敼 AslLiterature 琛?

1.2 鏂板缓 AslFulltextScreeningTask 琛?

1.3 鏂板缓 AslFulltextScreeningResult 琛?

2. 杩佺Щ绛栫暐

2.1 闂<><E99782>璇嗗埆

2.2 瑙ｅ喅鏂规<E98F82>锛氭墜鍔⊿QL杩佺Щ

2.3 Schema闅旂<E99785>楠岃瘉

3. 浜у嚭

鉁?Day 4涓嬪崍锛氭壒澶勭悊鏈嶅姟寮€鍙?

1. 鏍稿績鏈嶅姟锛欶ulltextScreeningService

1.1 鏈嶅姟鑱岃矗

1.2 鏍稿績鏂规硶

1.3 鏌ヨ<E98F8C>鎺ュ彛

2. 鎶€鏈<E282AC>寒鐐?

2.1 骞跺彂鎺у埗

2.2 瀹归敊鏈哄埗

2.3 娴嬭瘯妯″紡

2.4 瀹炴椂杩涘害璺熻釜

3. 闆嗘垚娴嬭瘯

4. 浜у嚭

馃搳 Day 4 鎬讳綋缁熻<E7BC81>

鏃堕棿鍒嗛厤

浠ｇ爜浜у嚭

鍔熻兘瀹屾垚搴?

馃幆 鍏抽敭鍐崇瓥

1. 浜戝師鐢熷瓨鍌ㄦ柟妗?鉁?

2. 鎵嬪姩SQL杩佺Щ绛栫暐 鉁?

3. 娴嬭瘯妯″紡璁捐<E79281> 鉁?

4. 骞跺彂鎺у埗绛栫暐 鉁?

馃悰 閬囧埌鐨勯棶棰樹笌瑙ｅ喅

闂<EFBFBD><EFBFBD>1锛氭暟鎹<EFBFBD>簱杩佺Щ鍐茬獊

闂<EFBFBD><EFBFBD>2锛歅risma Client绫诲瀷鐢熸垚

馃摎 鐩稿叧鏂囨。

馃殌 涓嬩竴姝ヨ<E5A79D>鍒?

Day 5锛氬悗绔疉PI寮€鍙戯紙棰勮<E6A3B0>1澶╋級

馃帀 鎬荤粨

17 KiB

Raw Blame History

馃搵寮€鍙戠洰鏍?

馃幆鍏抽敭鍐崇瓥

2. 鎵嬪姩SQL杩佺Щ绛栫暐鉁?

4. 骞跺彂鎺у埗绛栫暐鉁?

馃悰閬囧埌鐨勯棶棰樹笌瑙ｅ喅

馃摎鐩稿叧鏂囨。

馃殌涓嬩竴姝ヨ<E5A79D>鍒?

馃帀鎬荤粨