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%)
41 lines
2.8 KiB
Markdown
41 lines
2.8 KiB
Markdown
# **REDCap 原生录入ä¸?AI Workbench æ“<C3A6>作边界划分**
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针对您的关键问题：“CRC 到底在哪里录入数æ<C2B0>®ï¼Ÿâ€<C3A2>，我们采å<E280A1>–\*\*“å<C593>Œè½¨å¹¶è¡Œï¼Œåœºæ™¯åŒºåˆ†â€<C3A2>\*\*的原则ã€?
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## **1\. æ ¸å¿ƒç–略：尊é‡<C3A9>“数æ<C2B0>®çœŸç<C5B8>†æº<C3A6>â€?*
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* **原则**：为了确ä¿?GxP å<>ˆè§„æ€§å’Œç»´æŠ¤ç”¨æˆ·çš„æ—¢æœ‰ä¹ æƒ¯ï¼Œ**REDCap 始终是主è¦<C3A8>çš„æ•°æ<C2B0>®å½•å…¥å…¥å<C2A5>£**ã€?
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* **逻辑**：我们ä¸<C3A4>应该é‡<C3A9>æ–°å<C2B0>‘明一个录入界é<C592>¢ï¼Œè€Œæ˜¯è¦<C3A8>在录入时通过 AI 进行“实时监护â€<C3A2>ã€?
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## **2\. 详细场景划分**
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| 场景 | æ“<C3A6>作ä½<C3A4>ç½® | AI 的角è‰?| ç<>†ç”± |
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| :---- | :---- | :---- | :---- |
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| **常规数æ<C2B0>®å½•å…¥** | **REDCap ç•Œé<C592>¢** | **实时监护** | ä¿<C3A4>æŒ<C3A6> CRC ä¹ æƒ¯ï¼Œé™<C3A9>低è¿<C3A8>移æˆ<C3A6>本。AI 通过 Webhook 实时质控ã€?|
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| **大批é‡<C3A9>æ•°æ<C2B0>®å¯¼å…?* | **AI Workbench** | **智能æ<C2BD>¬è¿<C3A8>** | 外部 Excel æˆ–å¤šå¼ åŒ–éªŒå<C592>•ã€‚AI 清洗å<E28094>Žï¼ŒCRC 确认一次，一键注入ã€?|
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| **图åƒ<C3A5>/PDF æ<><C3A6>å<EFBFBD>–录入** | **AI Workbench** | **OCR æ<><C3A6>å<EFBFBD>–** | REDCap 原生ä¸<C3A4>支æŒ<C3A6>å¤<C3A5>æ<EFBFBD>‚çš„ OCR 解æž<C3A6>。在 Workbench 完æˆ<C3A6>æ<EFBFBD><C3A6>å<EFBFBD>–比对最顺手ã€?|
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| **质疑(Query)处ç<E2809E>†** | **AI Workbench** | **冲çª<C3A7>展示** | åœ?Workbench å<>¯ä»¥å<C2A5>Œå±<C3A5>看“è¯<C3A8>æ<EFBFBD>®åŽŸæ–‡â€<C3A2>和“建议值â€<C3A2>，体验远好äº?REDCapã€?|
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| **项目åˆ<C3A5>始化é…<C3A9>ç½?* | **AI Workbench** | **架构定义** | å¤<C3A5>æ<EFBFBD>‚çš?RAG çŸ¥è¯†åº“ä¸Šä¼ ã€<C3A3>æ˜ å°„è¡¨é…<C3A9>置，属äº?AI å¹³å<C2B3>°çš„特有逻辑ã€?|
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## **3\. 典型æµ<C3A6>程对比**
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### **æµ<C3A6>程 A：常规录å…?(CRC åœ?REDCap æ“<C3A6>作)**
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1. CRC 登录 REDCap，打开患者表å<C2A8>•ã€?
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2. 输入血红蛋白值：8.0（å<EFBFBD>•ä½<EFBFBD>录错）ã€?
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3. 点击ä¿<C3A4>å˜ \-\> REDCap 写入 MySQL \-\> 触å<C2A6>‘ Webhookã€?
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4. 我们的å<E2809E>Žç«¯æ„ŸçŸ¥å<C2A5>Žï¼ŒQC Agent å<>‘现逻辑错误ã€?
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5. **å<><C3A5>馈**ï¼?
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* **低延时æ<C2B6><C3A6>é†?*：通过 EM æ<>’件åœ?REDCap 页é<C2B5>¢ä¸Šæ–¹æ˜¾ç¤ºï¼šâ€œAI æ<><C3A6>示：该值å<C2BC><C3A5>离历å<E280A0>²å<C2B2>‡å€¼ï¼Œè¯·ç¡®è®¤å<C2A4>•ä½<C3A4>â€<C3A2>ã€?
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* **异æ¥è´¨ç–‘**：在我们çš?Workbench 生æˆ<C3A6>一æ<E282AC>?Pending Actionã€?
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### **æµ<C3A6>程 B：AI 增强录入 (CRC åœ?Workbench æ“<C3A6>作)**
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1. CRC æ”¶åˆ°ä¸€å¼ åŒ–éªŒå<C592>•ç…§ç‰‡ã€?
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2. CRC 登录我们çš?Workbenchï¼Œä¸Šä¼ ç…§ç‰‡ã€?
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3. AI æ<><C3A6>å<EFBFBD>–å‡?10 ä¸ªæŒ‡æ ‡ã€?
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4. **预览比对**：界é<C592>¢å·¦ä¾§æ˜¯ç…§ç‰‡ï¼Œå<C592>³ä¾§æ˜¯æ<C2AF><C3A6>å<EFBFBD>–çš„è¡¨æ ¼ï¼Œé«˜äº®æ˜¾ç¤ºä¸<C3A4>确定的值ã€?
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5. **一键注å…?*：CRC ç¡®è®¤æ— è¯¯ï¼Œç‚¹å‡»â€œå<C593>Œæ¥â€<C3A2>。系统自动调ç”?REDCap API 将这 10 个值一次性填æ»?REDCap 表å<C2A8>•ã€?
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## **4\. 结论与æ€<C3A6>路总结**
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* **REDCap 登录**：用于\*\*“手动ã€<C3A3>å°‘é‡<C3A9>ã€<C3A3>常规â€<C3A2>\*\*的临床记录ã€?
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* **AI Workbench 登录**：用于\*\*“大批é‡<C3A9>ã€<C3A3>文档æ<C2A3><C3A6>å<EFBFBD>–ã€<C3A3>质控确认ã€<C3A3>方案解æž<C3A6>â€<C3A2>\*\*的高级任务ã€?
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è¿™ç§<EFBFBD>设计的优势在于：**ä¸<C3A4>强制改å<C2B9>˜ç”¨æˆ·ä¹ 惯，但用 AI 让任务å<C2A1>˜å¾—æ›´è½»æ<C2BB>¾ã€?* 我们ä¸<C3A4>需è¦<C3A8>å<EFBFBD>šä¸€ä¸ªå®Œæ•´çš„ EDC，我们è¦<C3A8>å<EFBFBD>šçš„æ˜?EDC çš„â€œæ™ºèƒ½åŠ é€Ÿå™¨â€<C3A2>ã€?
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**您认å<C2A4>¯è¿™ä¸ªâ€œå<C593>Œè½¨åˆ¶â€<C3A2>å<EFBFBD>—ï¼?* 特别是关于“大批é‡<C3A9>和文档æ<C2A3><C3A6>å<EFBFBD>–æ‰<C3A6>åŽ?Workbenchâ€<C3A2>的设定〠|