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%)
2.8 KiB
2.8 KiB
REDCap 原生录入ä¸?AI Workbench æ“<C3A6>作边界划分
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€?
*1. æ ¸å¿ƒç–略：尊é‡<C3A9>“数æ<C2B0>®çœŸç<C5B8>†æº<C3A6>â€?
- **原则：为了确ä¿?GxP å<>ˆè§„æ€§å’Œç»´æŠ¤ç”¨æˆ·çš„æ—¢æœ‰ä¹ æƒ¯ï¼ŒREDCap 始终是主è¦<C3A8>çš„æ•°æ<C2B0>®å½•å…¥å…¥å<C2A5>£**ã€?
- **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€?
2. 详细场景划分
| 场景 | æ“<EFBFBD>作ä½<EFBFBD>ç½® | AI 的角è‰? | ç<EFBFBD>†ç”± |
|---|---|---|---|
| 常规数æ<EFBFBD>®å½•å…¥ | REDCap ç•Œé<C592>¢ | 实时监护 | ä¿<EFBFBD>æŒ<EFBFBD> CRC ä¹ æƒ¯ï¼Œé™<C3A9>低è¿<C3A8>移æˆ<C3A6>本。AI 通过 Webhook 实时质控ã€? |
| *大批é‡<EFBFBD>æ•°æ<EFBFBD>®å¯¼å…? | AI Workbench | 智能æ<EFBFBD>¬è¿<EFBFBD> | 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€? |
| 图åƒ<EFBFBD>/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€? |
| 质疑(Query)处ç<E2809E>† | AI Workbench | 冲çª<EFBFBD>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€? |
| *项目åˆ<EFBFBD>始化é…<EFBFBD>ç½? | AI Workbench | 架构定义 | å¤<EFBFBD>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€? |
3. 典型æµ<C3A6>程对比
æµ<EFBFBD>程 A：常规录å…?(CRC åœ?REDCap æ“<C3A6>作)
- CRC 登录 REDCap，打开患者表å<C2A8>•ã€?
- 输入血红蛋白值：8.0（å<EFBFBD>•ä½<EFBFBD>录错）ã€?
- 点击ä¿<EFBFBD>å˜ -> REDCap 写入 MySQL -> 触å<C2A6>‘ Webhookã€?
- 我们的å<EFBFBD>Žç«¯æ„ŸçŸ¥å<EFBFBD>Žï¼ŒQC Agent å<>‘现逻辑错误ã€?
- å<EFBFBD><EFBFBD>馈ï¼?
- **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€?
- **异æ¥è´¨ç–‘**：在我们çš?Workbench 生æˆ<C3A6>一æ<E282AC>?Pending Actionã€?
æµ<EFBFBD>程 B：AI 增强录入 (CRC åœ?Workbench æ“<C3A6>作)
- CRC æ”¶åˆ°ä¸€å¼ åŒ–éªŒå<C592>•ç…§ç‰‡ã€?
- CRC 登录我们çš?Workbenchï¼Œä¸Šä¼ ç…§ç‰‡ã€?
- AI æ<><C3A6>å<EFBFBD>–å‡?10 ä¸ªæŒ‡æ ‡ã€?
- 预览比对：界é<EFBFBD>¢å·¦ä¾§æ˜¯ç…§ç‰‡ï¼Œå<EFBFBD>³ä¾§æ˜¯æ<EFBFBD><EFBFBD>å<EFBFBD>–çš„è¡¨æ ¼ï¼Œé«˜äº®æ˜¾ç¤ºä¸<EFBFBD>确定的值ã€?
- **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€?
4. 结论与æ€<C3A6>路总结
- **REDCap 登录**：用于**“手动ã€<C3A3>å°‘é‡<C3A9>ã€<C3A3>常规â€<C3A2>**的临床记录ã€?
- *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€? è¿™ç§<C3A7>设计的优势在于：ä¸<EFBFBD>强制改å<EFBFBD>˜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€? *您认å<EFBFBD>¯è¿™ä¸ªâ€œå<EFBFBD>Œè½¨åˆ¶â€<EFBFBD>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ã€