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%)
513 lines
11 KiB
Markdown
513 lines
11 KiB
Markdown
# 髟ｿ譌ｶ髣ｴ莉ｻ蜉｡蜿ｯ髱<EFBDAF>諤ｧ蛻<EFBDA7>梵<EFBFBD>哺emoryQueue vs Redis髦溷<E9ABA6>
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> **蝨ｺ譎ｯ<E8AD8E>?* 1000遽<30>枚迪ｮ遲幃会ｼ碁｢<E7A281>ｮ｡2蟆乗慮螟<E685AE>炊譌ｶ髣ｴ
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> **蠖灘燕譁ｹ譯茨ｼ?* MemoryQueue<75>亥<EFBFBD>蟄倬弌蛻暦ｼ<E69AA6>
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> **髣ｮ鬚假ｼ?* 閭ｽ蜷ｦ蜿ｯ髱<EFBDAF>螳梧<E89EB3><E6A2A7>?
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> **扈楢ｮｺ<EFBDAE>?* 笶?**荳崎<E88DB3>**
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---
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## <20>投 **蝨ｺ譎ｯ蛻<EFBDAF>梵**
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### 莉ｻ蜉｡迚ｹ蠕<EFBDB9>
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```
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莉ｻ蜉｡邀ｻ蝙具ｼ壽枚迪ｮ遲幃会ｼ域<EFBFBD><EFBFBD>｢俶遭隕∝<EFBFBD>遲幢ｼ?
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譁<EFBFBD>鍵謨ｰ驥擾ｼ?000遽?
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蜊慕ｯ<EFBFBD>玲慮<EFBFBD>?-10遘抵ｼ亥曙讓｡蝙句ｹｶ陦鯉ｼ<E9AF89>
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諤ｻ閠玲慮<EFBFBD>?000-10000遘?= 100-167蛻<37>帖 竕?2蟆乗慮
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```
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### 蠖灘燕螳樒鴫
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```typescript
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// backend/src/modules/asl/services/screeningService.ts (隨?5陦?
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// 4. 蠑よｭ･螟<EFBDA5>炊譁<E7828A>鍵<EFBFBD>育ｮ蛹也沿<E4B99F>夂峩謗･蝨ｨ霑咎㈹螟<E388B9>炊<EFBFBD>?
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// 逕滉ｺｧ邇ｯ蠅<EFBDAF>ｺ碑ｯ･蜿鷹∝芦豸域<E8B1B8>髦溷<E9ABA6> 竊?豕ｨ諢剰ｿ呵｡梧ｳｨ驥奇ｼ?
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processLiteraturesInBackground(task.id, projectId, literatures);
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// 霑吩ｸｪ蜃ｽ謨ｰ莨夲ｼ<E5A4B2>
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// 1. 霑占｡悟惠蠖灘燕Node霑帷ｨ倶ｸ?
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// 2. 荳ｲ陦悟､<E6829F>炊1000遽<30>枚迪?
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// 3. 豐｡譛画戟荵<E6889F>喧<EFBFBD>亥<EFBFBD>蝨ｨ蜀<EFBDA8>ｭ假ｼ?
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```
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---
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## 笶?**MemoryQueue逧<65><E980A7>蜻ｽ髣ｮ鬚?*
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### 髣ｮ鬚<EFBDAE>1<EFBFBD>售AE螳樔ｾ倶ｼ夊｢ｫ閾ｪ蜉ｨ髞豈?<3F>櫨 **譛荳･驥<EFBDA5>**
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#### **Serverless逧<73>悽雍ｨ<E99B8D>壽潔髴隶｡雍ｹ = 謖蛾怙髞豈?*
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```
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髦ｿ驥御ｺ全AE逧<EFBFBD><EFBFBD>蜉ｨ郛ｩ螳ｹ遲也払<EFBFBD><EFBFBD>
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笏懌楳 譌<>豬<EFBFBD>㍼譌ｶ<E8AD8C>?5蛻<35>帖蜷守ｼｩ螳ｹ蛻ｰ0
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笏懌楳 菴取ｵ<E58F96>㍼譌ｶ<E8AD8C>夂ｼｩ蜃丞ｮ樔ｾ区焚
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笏懌楳 螟憺龍譌ｶ谿ｵ<E8B0BF>夊<EFBFBD>蜉ｨ郛ｩ螳ｹ<E89EB3>郁鰍逵∵<E980B5>譛ｬ<E8AD9B>?
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笏披楳 邉ｻ扈溷合郤ｧ<E983A4>壼ｮ樔ｾ矩㍾蜷?
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```
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#### **2蟆乗慮莉ｻ蜉｡逧<EFBDA1>｣朱勦隸<E58BA6>ｼ?*
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| 譌ｶ谿ｵ | SAE螳樔ｾ矩楳豈∵ｦら<EFBDA6>?| 隸ｴ譏<EFBDB4> |
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|------|----------------|------|
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| **蟾･菴懈慮髣ｴ<E9ABA3>?:00-18:00<30>?* | <20>泯 30-50% | 豬<>㍼豕｢蜉ｨ蟇ｼ閾ｴ郛ｩ螳ｹ |
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| **螟憺龍譌ｶ谿ｵ<E8B0BF>?2:00-06:00<30>?* | <20>閥 80-95% | 閾ｪ蜉ｨ郛ｩ螳ｹ遲也払 |
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| **蜻ｨ譛ｫ/闃ょ∞譌?* | <20>閥 70-90% | 菴取ｵ<E58F96>㍼譌ｶ谿?|
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**逵溷ｮ槫惻譎ｯ讓｡諡<EFBDA1>**<EFBFBD>?
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```
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21:00 逕ｨ謌ｷ謠蝉ｺ､1000遽<30>枚迪ｮ遲幃?
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21:00 SAE螳樔ｾ句ｼ蟋句､<E58FA5>炊<EFBFBD>磯｢<E7A3AF>ｮ｡2蟆乗慮螳梧<E89EB3><E6A2A7>?
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21:15 蜑咲ｫｯ譛臥畑謌ｷ隶ｿ髣ｮ<E9ABA3>亥ｮ樔ｾ句ｭ俶ｴｻ<EFBDB4>?
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22:00 逕ｨ謌ｷ荳狗少蝗槫ｮｶ<EFBDAE>域裏譁ｰ隶ｿ髣ｮ<E9ABA3><EFBDAE>
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22:15 SAE譽豬具ｼ<E585B7>15蛻<35>帖譌<E5B896>豬<EFBFBD><E8B1AC>?竊?蜃<>､<EFBFBD>ｼｩ螳ｹ
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22:16 笶?螳樔ｾ玖｢ｫ髞豈?
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笏披楳 莉ｻ蜉｡霑帛ｺｦ<EFBDBA>?50/1000<30>?5%<25>?
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笏披楳 扈捺棡<E68DBA>壻ｻｻ蜉｡荳｢螟ｱ<E89E9F>悟燕蜉溷ｰｽ蠑<EFBDBD>
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```
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---
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### 髣ｮ鬚<EFBDAE>2<EFBFBD>夊ｿ帷ｨ句ｴｩ貅<EFBDA9>裏豕墓△螟?
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```typescript
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// 蠖灘燕螳樒鴫<E6A892>育ｮ蛹也沿<E4B99F>?
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async function processLiteraturesInBackground(taskId, projectId, literatures) {
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for (const lit of literatures) {
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try {
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// 螟<>炊蜊慕ｯ<E68595>枚迪ｮ<E8BFAA>郁玲慮6-10遘抵ｼ<E68AB5>
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await processLiterature(lit);
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} catch (error) {
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// 譟千ｯ<E58D83>､ｱ雍･<E99B8D>檎ｻｧ扈ｭ荳倶ｸ遽?
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logger.error('Failed to process literature', { error });
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}
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}
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}
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// 鬟朱勦<E69CB1>?
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// 1. 螯よ棡Node霑帷ｨ句ｴｩ貅<EFBDA9>ｼ<EFBFBD>OM縲∵悴謐戊執蠑ょｸｸ<EFBDB8>俄<EFBFBD> 蜈ｨ驛ｨ荳｢螟ｱ
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// 2. 螯よ棡DB霑樊磁譁ｭ蠑 竊?譌<>豕穂ｿ晏ｭ倩ｿ帛ｺｦ
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// 3. 螯よ棡API髯先ｵ<E58588> 竊?莉ｻ蜉｡蜊｡豁ｻ
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// 4. 豐｡譛画妙轤ｹ扈ｭ莨<EFBDAD> 竊?蠢<>｡ｻ驥榊､ｴ蠑蟋?
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```
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---
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### 髣ｮ鬚<EFBDAE>3<EFBFBD>壽裏豕慕尅謗ｧ逵溷ｮ櫁ｿ帛ｺ?
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```typescript
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// 蠖灘燕螳樒鴫逧<E9B4AB>ｿ帛ｺｦ譖ｴ譁?
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await prisma.aslScreeningTask.update({
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where: { id: taskId },
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data: { processedItems: processedCount }
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});
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// 髣ｮ鬚假ｼ?
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// - 霑帛ｺｦ蜿ｪ蟄伜惠謨ｰ謐ｮ蠎<EFBDAE>
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// - 莉ｻ蜉｡迥ｶ諤∝惠蜀<E683A0>ｭ倅ｸ?
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// - 螳樔ｾ矩楳豈∝錘<E2889D>梧焚謐ｮ蠎捺仞遉ｺ processedItems: 150
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// - 菴<>ｻｻ蜉｡螳樣刔蟾ｲ荳｢螟ｱ<E89E9F>梧裏豕墓△螟?
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```
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---
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### 髣ｮ鬚<EFBDAE>4<EFBFBD>壼､壼ｮ樔ｾ句<EFBDBE>遯<EFBFBD>
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```
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蝨ｺ譎ｯ<EFBFBD>售AE譛?荳ｪ螳樔ｾ?
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逕ｨ謌ｷ謠蝉ｺ､莉ｻ蜉｡ 竊?螳樔ｾ帰蠑蟋句､<E58FA5><EFBDA4>?
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竊?
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螟<>炊蛻?00遽<30>慮<EFBFBD>悟ｮ樔ｾ帰髞豈?
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竊?
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逕ｨ謌ｷ蛻ｷ譁ｰ鬘ｵ髱｢ 竊?隸ｷ豎りｷｯ逕ｱ蛻ｰ螳樔ｾ毅
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竊?
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螳樔ｾ毅隸ｻ蜿紋ｻｻ蜉｡迥ｶ諤<EFBFBD>ｼ嗔rocessedItems: 500
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竊?
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螳樔ｾ毅荳咲衍驕謎ｻｻ蜉｡蟾ｲ荳ｭ譁ｭ
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竊?
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笶?莉ｻ蜉｡譏ｾ遉ｺ"霑幄｡御ｸ?<3F>御ｽ<E5BEA1>ｮ樣刔豐｡莠ｺ蝨ｨ螟<EFBDA8><E89E9F>?
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```
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---
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## 笨?**Redis髦溷<E9ABA6>逧<EFBFBD>ｼ伜<EFBDBC>?*
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### 莨伜漢1<E6BCA2>壻ｻｻ蜉｡謖∽ｹ<E288BD>喧
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```typescript
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// 菴ｿ逕ｨRedis髦溷<E9ABA6>
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await jobQueue.push('asl:screening', {
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taskId: task.id,
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projectId,
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literatureIds: [1, 2, 3, ..., 1000]
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});
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// 莉ｻ蜉｡菫晏ｭ伜惠Redis荳ｭ<E88DB3><EFBDAD>
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// - 螳樔ｾ矩楳豈?竊?笨?莉ｻ蜉｡莉榊惠Redis
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// - 譁ｰ螳樔ｾ句星蜉?竊?笨?閾ｪ蜉ｨ諡ｾ蜿紋ｻｻ蜉｡
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// - 霑帷ｨ句ｴｩ貅<EFBDA9> 竊?笨?蜈ｶ莉妨orker謗･邂｡
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```
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### 莨伜漢2<E6BCA2>壽妙轤ｹ扈ｭ莨?
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```typescript
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// Worker螟<72>炊莉ｻ蜉｡
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jobQueue.process('asl:screening', async (job) => {
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const { literatureIds } = job.data;
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for (let i = 0; i < literatureIds.length; i++) {
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// 螟<>炊譁<E7828A>鍵
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await processLiterature(literatureIds[i]);
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// 譖ｴ譁ｰ霑帛ｺｦ<EFBDBA>井ｿ晏ｭ伜芦Redis<69>?
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await job.updateProgress((i + 1) / literatureIds.length * 100);
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// 螯よ棡Worker蝨ｨ霑咎㈹蟠ｩ貅<EFBDA9>ｼ<EFBFBD>
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// - BullMQ莨壼ｰ<E5A3BC>ｻｻ蜉｡譬<EFBDA1>ｮｰ荳?蛛懈ｻ<E68788>"
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// - 蜈ｶ莉妨orker莨夐㍾譁ｰ諡ｾ蜿?
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// - 莉惹ｸ頑ｬ｡霑帛ｺｦ扈ｧ扈ｭ<E68988>郁御ｸ肴弍驥榊､ｴ蠑蟋具ｼ<E585B7>
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}
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});
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```
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### 莨伜漢3<E6BCA2>夊<EFBFBD>蜉ｨ驥崎ｯ?
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```typescript
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// BullMQ驟咲ｽｮ
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const queue = new Queue('asl:screening', {
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connection: { host: 'redis' },
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defaultJobOptions: {
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attempts: 3, // 螟ｱ雍･蜷朱㍾隸?谺?
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backoff: {
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type: 'exponential',
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delay: 2000 // 2遘偵?遘偵?遘?
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},
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removeOnComplete: true, // 螳梧<E89EB3>蜷取ｸ<E58F96><EFBDB8>?
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removeOnFail: false // 螟ｱ雍･蜷惹ｿ晉蕗<E69989>井ｾｿ莠取賜譟･<E8AD9F>?
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}
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});
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// 蝨ｺ譎ｯ<E8AD8E>?
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// - LLM API荳ｴ譌ｶ謨<EFBDB6>囿 竊?笨?閾ｪ蜉ｨ驥崎ｯ<E5B48E>
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// - 鄂醍ｻ懈竃蜉ｨ 竊?笨?閾ｪ蜉ｨ驥崎ｯ<E5B48E>
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// - DB霑樊磁譁ｭ蠑 竊?笨?閾ｪ蜉ｨ驥崎ｯ<E5B48E>
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```
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### 莨伜漢4<E6BCA2>壼<EFBFBD>蟶<EFBFBD>ｼ丈ｻｻ蜉｡蛻<EFBDA1><E89BBB>
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```
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SAE譛?荳ｪ螳樔ｾ具ｼ<E585B7>
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Redis髦溷<EFBFBD><EFBFBD>?000荳ｪ莉ｻ蜉｡<E89C89><EFBDA1>
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竊?
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閾ｪ蜉ｨ蛻<EFBFBD><EFBFBD><EFBFBD>?
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笏懌楳 螳樔ｾ帰 Worker<65>壼､<E5A3BC><EFBDA4>?Task 1-350
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笏懌楳 螳樔ｾ毅 Worker<65>壼､<E5A3BC><EFBDA4>?Task 351-700
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笏披楳 螳樔ｾ気 Worker<65>壼､<E5A3BC><EFBDA4>?Task 701-1000
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螯よ棡螳樔ｾ毅髞豈<EFBFBD>ｼ<EFBFBD>
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笏懌楳 Task 351-700 譬<>ｮｰ荳?蛛懈ｻ<E68788>"
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笏懌楳 螳樔ｾ帰謌砲逧Цorker閾ｪ蜉ｨ謗･邂｡
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笏披楳 扈ｧ扈ｭ螟<EFBDAD>炊<EFBFBD>梧裏髴莠ｺ蟾･蟷ｲ鬚<EFBDB2>
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```
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---
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## <20>投 **蜿ｯ髱<EFBDAF>諤ｧ蟇ｹ豈?*
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| 扈ｴ蠎ｦ | MemoryQueue | Redis髦溷<E9ABA6> | 蟾ｮ蠑<EFBDAE> |
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|------|------------|----------|------|
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| **2蟆乗慮莉ｻ蜉｡螳梧<E89EB3>邇?* | 10-30% | 99%+ | **300%謠仙合** |
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| **螳樔ｾ矩楳豈∝錘** | 笶?莉ｻ蜉｡荳｢螟ｱ | 笨?閾ｪ蜉ｨ諱｢螟<EFBDA2> | **蜈ｳ髞ｮ** |
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| **霑帷ｨ句ｴｩ貅<EFBDA9><E8B285>?* | 笶?蜈ｨ驛ｨ荳｢螟ｱ | 笨?譁ｭ轤ｹ扈ｭ莨<EFBDAD> | **蜈ｳ髞ｮ** |
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| **API荳ｴ譌ｶ謨<EFBDB6>囿** | 笶?莉ｻ蜉｡螟ｱ雍･ | 笨?閾ｪ蜉ｨ驥崎ｯ<E5B48E> | **蜈ｳ髞ｮ** |
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| **螟壼ｮ樔ｾ句刻隹?* | 笶?譌<>豕募刻隹<E588BB> | 笨?閾ｪ蜉ｨ蛻<EFBDA8><E89BBB> | **蜈ｳ髞ｮ** |
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| **莉ｻ蜉｡逶第而** | 笞<><E7AC9E><EFBFBD> 莉<>B | 笨?螳樊慮迥ｶ諤?| 蜿ｯ騾?|
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| **謌先悽** | ﾂ･0 | ﾂ･108/蟷?| 蜿ｯ謗･蜿?|
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---
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## <20>識 **逵溷ｮ槫惻譎ｯ讓｡諡<EFBDA1>**
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### 蝨ｺ譎ｯ1<EFBDAF>壼ｷ･菴懈慮髣ｴ謠蝉ｺ､<EFBDBA>域<EFBFBD>蜉溽<E89C89>?0%<25>?
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```
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10:00 逕ｨ謌ｷ謠蝉ｺ､1000遽<30>枚迪ｮ遲幃?
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笏懌楳 MemoryQueue<75>壼ｼ蟋句､<E58FA5>炊<EFBFBD>碁｢<E7A281>ｮ｡12:00螳梧<E89EB3>
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笏?
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11:30 豬<>㍼髯堺ｽ趣ｼ郡AE郛ｩ螳ｹ<E89EB3>亥唖髯?荳ｪ螳樔ｾ具ｼ<E585B7>
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笏懌楳 螯よ棡莉ｻ蜉｡蝨ｨ陲ｫ蛻<EFBDAB>髯､逧<EFBDA4>ｮ樔ｾ倶ｸ<E580B6> 竊?笶?荳｢螟ｱ<E89E9F>域ｦら<EFBDA6>?0%<25>?
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笏?
|
||
12:00 螯よ棡蟷ｸ霑先悴陲ｫ蛻<EFBDAB>髯､ 竊?笨?螳梧<E89EB3><E6A2A7>域ｦら<EFBDA6>?0%<25>?
|
||
|
||
諤ｻ謌仙粥邇<EFBFBD>ｼ?0%
|
||
```
|
||
|
||
### 蝨ｺ譎ｯ2<EFBDAF>壼､憺龍謠蝉ｺ､<EFBDBA>域<EFBFBD>蜉溽<E89C89>?%<25>?
|
||
|
||
```
|
||
21:00 逕ｨ謌ｷ謠蝉ｺ､1000遽<30>枚迪ｮ遲幃?
|
||
笏懌楳 MemoryQueue<75>壼ｼ蟋句､<E58FA5>炊<EFBFBD>碁｢<E7A281>ｮ｡23:00螳梧<E89EB3>
|
||
笏?
|
||
21:15 譌<>譁ｰ逕ｨ謌ｷ隶ｿ髣ｮ<E9ABA3>梧ｵ<E6A2A7>㍼髯堺ｸ?
|
||
笏?
|
||
21:30 SAE譽豬具ｼ<E585B7>15蛻<35>帖譌<E5B896>豬<EFBFBD><E8B1AC>?竊?蜃<>､<EFBFBD>ｼｩ螳ｹ
|
||
笏?
|
||
21:31 笶?螳樔ｾ矩楳豈<E6A5B3>ｼ御ｻｻ蜉｡荳｢螟ｱ<E89E9F>域ｦら<EFBDA6>?5%<25>?
|
||
|
||
諤ｻ謌仙粥邇<EFBFBD>ｼ?%
|
||
```
|
||
|
||
### 蝨ｺ譎ｯ3<EFBDAF>啌edis髦溷<E9ABA6><E6BAB7>域<EFBFBD>蜉溽紫99%+<2B>?
|
||
|
||
```
|
||
21:00 逕ｨ謌ｷ謠蝉ｺ､1000遽<30>枚迪ｮ遲幃?
|
||
笏懌楳 Redis髦溷<E9ABA6><E6BAB7>壻ｻｻ蜉｡蜈･髦?
|
||
笏懌楳 Worker<65>壼ｼ蟋句､<E58FA5><EFBDA4>?
|
||
笏?
|
||
21:31 螳樔ｾ矩楳豈?
|
||
笏懌楳 莉ｻ蜉｡菫晏ｭ伜惠Redis
|
||
笏?
|
||
21:32 譁ｰ螳樔ｾ句星蜉ｨ<E89C89>域<EFBFBD>蜈ｶ莉門ｮ樔ｾ具ｼ<E585B7>
|
||
笏懌楳 Worker<65>夊<EFBFBD>蜉ｨ諡ｾ蜿紋ｻｻ蜉?
|
||
笏懌楳 莉山edis隸ｻ蜿冶ｿ帛ｺｦ<EFBDBA>壼ｷｲ螟<EFBDB2>炊150遽?
|
||
笏懌楳 扈ｧ扈ｭ螟<EFBDAD>炊蜑ｩ菴<EFBDA9>850遽?
|
||
笏?
|
||
23:00 笨?莉ｻ蜉｡螳梧<E89EB3>
|
||
|
||
諤ｻ謌仙粥邇<EFBFBD>ｼ?9%+
|
||
```
|
||
|
||
---
|
||
|
||
## <20>腸 **謌先悽蛻<E682BD>梵**
|
||
|
||
### MemoryQueue逧<65>嚼阯乗<E998AF>譛?
|
||
|
||
```
|
||
莉ｻ蜉｡螟ｱ雍･邇<EFBFBD>ｼ<EFBFBD>70%<25>亥､憺龍<E686BA><E9BE8D>
|
||
逕ｨ謌ｷ驥肴眠謠蝉ｺ､谺｡謨ｰ<EFBFBD>壼ｹｳ蝮?谺｡謇肴<E8AC87>蜉<EFBFBD>
|
||
LLM API豬ｪ雍ｹ<E99B8D>?
|
||
- 隨?谺｡<E8B0BA>壼､<E5A3BC>炊200遽<30>錘螟ｱ雍･ 竊?豬ｪ雍ｹ ﾂ･86
|
||
- 隨?谺｡<E8B0BA>壼､<E5A3BC>炊500遽<30>錘螟ｱ雍･ 竊?豬ｪ雍ｹ ﾂ･215
|
||
- 隨?谺｡<E8B0BA>壼ｮ梧<EFBDAE> 竊?ﾂ･430
|
||
諤ｻ謌先悽<EFBFBD>堋･731<EFBFBD>亥ｺ碑ｯ･蜿ｪ髴ﾂ･430<EFBFBD>?
|
||
|
||
逕ｨ謌ｷ菴馴ｪ鯉ｼ?
|
||
- 蜿榊､榊､ｱ雍･ 竊?謚戊ｯ臥紫荳雁<E88DB3>?
|
||
- 荳肴覆螟憺龍謠蝉ｺ､ 竊?菴ｿ逕ｨ蜿鈴剞
|
||
- 蟇ｹ邉ｻ扈溷､ｱ蜴ｻ菫｡莉?竊?豬∝､ｱ鬟朱勦
|
||
```
|
||
|
||
### Redis髦溷<E9ABA6>逧<EFBFBD>悄螳樊<E89EB3>譛?
|
||
|
||
```
|
||
Redis蟷ｴ雍ｹ<EFBFBD>堋?08
|
||
莉ｻ蜉｡謌仙粥邇<EFBFBD>ｼ<EFBFBD>99%+
|
||
逕ｨ謌ｷ驥肴眠謠蝉ｺ､谺｡謨ｰ<EFBFBD>壼<EFBFBD>荵惹ｸｺ0
|
||
LLM API謌先悽<E58588>堋?30<33>域裏豬ｪ雍ｹ<E99B8D>?
|
||
|
||
鬚晏､匁噺逶奇ｼ?
|
||
- 逕ｨ謌ｷ貊｡諢丞ｺｦ謠仙<E8ACA0>?
|
||
- 蜿ｯ莉･謾ｯ謖∵峩螟ｧ謇ｹ驥擾ｼ?000遽?<3F>?
|
||
- 螟憺龍莉ｻ蜉｡蜿ｯ髱<EFBDAF>霑占｡<E58DA0>
|
||
```
|
||
|
||
**ROI隶｡邂<EFBDA1>**<EFBFBD>?
|
||
```
|
||
闃ら怐謌先悽<EFBFBD>堋?31 - ﾂ･430 = ﾂ･301/谺?
|
||
螯よ棡豈乗怦10谺｡謇ｹ驥丈ｻｻ蜉｡<EFBFBD><EFBFBD>
|
||
闃ら怐 = ﾂ･301 ﾃ<> 10 = ﾂ･3,010/譛?
|
||
Redis謌先悽 = ﾂ･9/譛?
|
||
蜃謾ｶ逶<EFBFBD> = ﾂ･3,001/譛?
|
||
|
||
ROI = 33,344%<25>域兜蜈･ﾂ?<3F>悟屓謚･ﾂ?,010<31>?
|
||
```
|
||
|
||
---
|
||
|
||
## 笞<><E7AC9E><EFBFBD> **扈楢ｮｺ荳主ｻｺ隶?*
|
||
|
||
### 譏守｡ｮ扈楢ｮｺ
|
||
|
||
```
|
||
髣ｮ鬚假ｼ哺emoryQueue閭ｽ蜷ｦ螳梧<EFBFBD>2蟆乗慮莉ｻ蜉｡<EFBFBD>?
|
||
遲疲｡茨ｼ壺搆 荳崎<E88DB3>蜿ｯ髱<EFBDAF>螳梧<E89EB3>
|
||
|
||
蜴溷屏<EFBFBD>?
|
||
1. SAE螳樔ｾ倶ｼ夊<EFBDBC>蜉ｨ髞豈<C280>ｼ<EFBFBD>15蛻<35>帖譌<E5B896>豬<EFBFBD>㍼<EFBFBD><E38DBC>
|
||
2. 2蟆乗慮莉ｻ蜉｡蜃<EFBDA1>荵主ｿ<E4B8BB>┯驕<E294AF>芦螳樔ｾ矩楳豈?
|
||
3. 莉ｻ蜉｡荳｢螟ｱ蜷取裏豕墓△螟?
|
||
4. 謌仙粥邇?< 30%<25>悟､憺<EFBDA4>?< 5%
|
||
```
|
||
|
||
### 蠑ｺ辜亥ｻｺ隶ｮ
|
||
|
||
```
|
||
蟇ｹ莠手ｶ<EFBFBD>ｿ<EFBFBD>10蛻<EFBFBD>帖逧<EFBFBD>ｻｻ蜉｡<EFBFBD>悟ｿ<EFBFBD>｡ｻ菴ｿ逕ｨRedis髦溷<EFBFBD><EFBFBD>?
|
||
|
||
譌ｶ髣ｴ髦亥ｼ<EFBFBD><EFBFBD>
|
||
- < 10遘抵ｼ壼庄莉･逕ｨMemoryQueue<75>亥酔豁･螟<EFBDA5>炊<EFBFBD><E7828A>
|
||
- 10遘?- 10蛻<30>帖<EFBFBD>壼ｻｺ隶ｮ逕ｨRedis髦溷<E9ABA6>
|
||
- > 10蛻<30>帖<EFBFBD>壼ｿ<E5A3BC>｡ｻ逕ｨRedis髦溷<E9ABA6>
|
||
- > 1蟆乗慮<E4B997>壼ｼｺ蛻ｶ隕∵ｱ３edis髦溷<E9ABA6>
|
||
```
|
||
|
||
### 螳樊命莨伜<E88EA8>郤?
|
||
|
||
```
|
||
髦ｶ谿ｵ1<EFBFBD>域悽蜻ｨ<EFBFBD>会ｼ啌edis郛灘ｭ<EFBFBD>
|
||
笏懌楳 隗｣蜀ｳLLM謌先悽髣ｮ鬚<EFBDAE>
|
||
笏披楳 蟾･菴憺㍼<E686BA><E38DBC>2螟?
|
||
|
||
髦ｶ谿ｵ2<EFBFBD>井ｸ句捉<EFBFBD>会ｼ啌edis髦溷<EFBFBD> 竊?**蠢<>｡ｻ蛛夲ｼ<E5A4B2>**
|
||
笏懌楳 隗｣蜀ｳ髟ｿ莉ｻ蜉｡蜿ｯ髱<EFBDAF>諤?
|
||
笏懌楳 蟾･菴憺㍼<E686BA><E38DBC>3螟?
|
||
笏披楳 荳榊★逧<E29885>｣朱勦<E69CB1><E58BA6>70%莉ｻ蜉｡螟ｱ雍･邇?
|
||
```
|
||
|
||
---
|
||
|
||
## <20>統 **謚譛ｯ扈<EFBDAF>鰍<EFBFBD>壻ｸｺ莉荵?0蛻<30>帖譏ｯ蛻<EFBDAF>ｰｴ蟯ｭ<E89FAF>?*
|
||
|
||
### SAE螳樔ｾ狗ｼｩ螳ｹ遲也払
|
||
|
||
```
|
||
髦ｿ驥御ｺ全AE鮟倩ｮ､遲也払<EFBFBD>?
|
||
- 譽豬句捉譛滂ｼ<E6BB82>5蛻<35>帖
|
||
- 譌<>豬<EFBFBD>㍼髦亥ｼ<C280><EFBDBC>15蛻<35>帖
|
||
- 郛ｩ螳ｹ蟒ｶ霑滂ｼ?蛻<>帖
|
||
|
||
諤ｻ隶｡<EFBFBD>?5蛻<35>帖蜷主庄閭ｽ郛ｩ螳?
|
||
```
|
||
|
||
### 莉ｻ蜉｡譌ｶ髟ｿ荳朱｣朱<EFBDA3>?
|
||
|
||
```
|
||
莉ｻ蜉｡譌ｶ髟ｿ 螳樔ｾ矩楳豈<E6A5B3>｣朱<EFBDA3>? 蟒ｺ隶ｮ
|
||
笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏笏
|
||
< 1蛻<31>帖 蜃<>荵惹ｸ?% 蜷梧ｭ･螟<EFBDA5>炊
|
||
1-5蛻<35>帖 < 5% 蜿ｯ逕ｨMemoryQueue
|
||
5-10蛻<30>帖 10-20% 蟒ｺ隶ｮRedis髦溷<E9ABA6>
|
||
10-30蛻<30>帖 50-70% 蠢<>｡ｻRedis髦溷<E9ABA6>
|
||
> 30蛻<30>帖 80-95% 蠑ｺ蛻ｶRedis髦溷<E9ABA6>
|
||
```
|
||
|
||
---
|
||
|
||
## <20>識 **遶句叉陦悟勘**
|
||
|
||
### 螯よ棡謔ｨ諠ｳ邇ｰ蝨ｨ蟆ｱ豬玖ｯ暮柄莉ｻ蜉｡<E89C89>?
|
||
|
||
**荳肴耳闕?*<2A>夂畑MemoryQueue豬玖ｯ<E78E96>1000遽?
|
||
- 鬟朱勦<E69CB1>?0%讎ら紫螟ｱ雍･
|
||
- 豬ｪ雍ｹ<E99B8D>夐㍾螟崎ｰ<E5B48E>畑LLM API
|
||
|
||
**謗ｨ闕<EFBDA8>**<EFBFBD>壼<EFBFBD>逕?00遽<30>ｵ玖ｯ包ｼ<E58C85>10蛻<30>帖<EFBFBD>?
|
||
```typescript
|
||
// 髯仙宛豬玖ｯ墓焚驥<E7849A>
|
||
const testLiteratures = literatures.slice(0, 100);
|
||
processLiteraturesInBackground(task.id, projectId, testLiteratures);
|
||
```
|
||
|
||
辟ｶ蜷手ｧょｯ滂ｼ?
|
||
- 譏ｯ蜷ｦ驕<EFBDA6>芦螳樔ｾ矩楳豈<E6A5B3>ｼ<EFBFBD>
|
||
- 莉ｻ蜉｡譏ｯ蜷ｦ螳梧紛<E6A2A7>?
|
||
- 螯よ棡螟ｱ雍･<E99B8D>檎ｫ句叉謾ｹ逕ｨRedis髦溷<E9ABA6>
|
||
|
||
### 螯よ棡謔ｨ蜃<EFBDA8>､<EFBFBD>隼騾<E99ABC><E9A8BE><EFBFBD>
|
||
|
||
**蜿り<E3828A>枚譯?*<2A>?
|
||
- `04-Redis謾ｹ騾<EFBDB9>螳樊命隶｡蛻?md`
|
||
- `05-Redis郛灘ｭ倅ｸ朱弌蛻礼噪蛹ｺ蛻ｫ隸ｴ譏<EFBDB4>.md`
|
||
|
||
**謾ｹ騾<EFBDB9>鬘ｺ蠎?*<2A>?
|
||
1. 笨?Redis郛灘ｭ假ｼ域悽蜻ｨ<E89CBB><EFBDA8>
|
||
2. 笨?Redis髦溷<E9ABA6><E6BAB7>井ｸ句捉<E58FA5>俄<EFBFBD>?**驥咲せ**
|
||
3. 笨?豬玖ｯ<E78E96>2蟆乗慮莉ｻ蜉｡
|
||
|
||
---
|
||
|
||
## <20>投 **髯<>ｽ包ｼ壼ｮ樣刔豬玖ｯ募ｻｺ隶?*
|
||
|
||
### 豬玖ｯ墓婿譯<E5A9BF><E8ADAF>夐ｪ瑚ｯ｀emoryQueue逧<65>ｸ榊庄髱<E5BA84>諤?
|
||
|
||
```bash
|
||
# 豁･鬪､1<EFBDA4>壽署莠?000遽<30>枚迪ｮ遲幃我ｻｻ蜉?
|
||
# 豁･鬪､2<EFBDA4>夂ｭ牙ｾ?5蛻<35>帖
|
||
# 豁･鬪､3<EFBDA4>壽｣譟･莉ｻ蜉｡迥ｶ諤?
|
||
# - 螯よ棡螟ｱ雍･ 竊?隸∵<E99AB8>螳樔ｾ玖｢ｫ髞豈?
|
||
# - 螯よ棡謌仙粥 竊?霑先ｰ泌･ｽ<EFBDA5>御ｸ堺ｻ｣陦ｨ蜿ｯ髱?
|
||
|
||
# 驥榊､肴ｵ玖ｯ<E78E96>5谺｡<E8B0BA><EFBDA1>
|
||
# - 謌仙粥邇<E7B2A5>ｺ碑ｯ?< 30%
|
||
```
|
||
|
||
### 豬玖ｯ墓婿譯<E5A9BF><E8ADAF>啌edis髦溷<E9ABA6>鬪瑚ｯ<E7919A>
|
||
|
||
```bash
|
||
# 豁･鬪､1<EFBDA4>夐Κ鄂ｲRedis髦溷<E9ABA6>迚域悽
|
||
# 豁･鬪､2<EFBDA4>壽署莠?000遽<30>枚迪ｮ遲幃我ｻｻ蜉?
|
||
# 豁･鬪､3<EFBDA4>壻ｸｻ蜉ｨ蛛懈ｭ｢SAE螳樔ｾ<E6A894>
|
||
# 豁･鬪､4<EFBDA4>夐㍾譁ｰ蜷ｯ蜉ｨ螳樔ｾ?
|
||
# 豁･鬪､5<EFBDA4>壽｣譟･莉ｻ蜉｡譏ｯ蜷ｦ閾ｪ蜉ｨ諱｢螟?
|
||
|
||
# 鬚<>悄扈捺棡<E68DBA>?
|
||
# - 莉ｻ蜉｡閾ｪ蜉ｨ諱｢螟<EFBDA2> 笨?
|
||
# - 莉取妙轤ｹ扈ｧ扈?笨?
|
||
# - 譛扈亥ｮ梧<EFBDAE>?笨?
|
||
```
|
||
|
||
---
|
||
|
||
**譁<>｡｣扈ｴ謚､閠<EFBDA4>ｼ<EFBFBD>** 謚譛ｯ蝗｢髦?
|
||
**譛蜷取峩譁ｰ<E8AD81><EFBDB0>** 2025-12-12
|
||
**蜈ｳ髞ｮ扈楢ｮｺ<EFBDAE>?* MemoryQueue譌<65>豕募庄髱<E5BA84>螳梧<E89EB3>2蟆乗慮莉ｻ蜉｡<E89C89>悟ｿ<E6829F>｡ｻ霑∫ｧｻ蛻ｰRedis髦溷<E9ABA6>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|