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%)
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@@ -1,35 +1,32 @@
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# **提示词管理系统与生产环境灰度预览方案技术设计**
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# **<EFBFBD>鞟內霂滨恣<EFBFBD><EFBFBD>頂蝏煺<EFBFBD><EFBFBD>煺漣<EFBFBD>臬<EFBFBD><EFBFBD>啣漲憸<EFBFBD><EFBFBD><EFBFBD>寞<EFBFBD><EFBFBD><EFBFBD><EFBFBD>航挽霈?*
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文档版本: v1.1
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状态: 待开发
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<EFBFBD><EFBFBD>﹝<EFBFBD><EFBFBD>𧋦嚗?v1.1
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<EFBFBD>嗆<EFBFBD><EFBFBD><EFBFBD> 敺<><E695BA><EFBFBD>?
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隡睃<EFBFBD>蝥改<EFBFBD> P1 (<28>詨<EFBFBD><E8A9A8>𡁶鍂<F0A181B6>賢<EFBFBD>)
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适用环境: 阿里云 SAE (生产环境)
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核心架构: Postgres-Only \+ Hot Reload \+ Preview Mode \+ RBAC
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<EFBFBD><EFBFBD>鍂<EFBFBD>臬<EFBFBD>嚗?<3F>輸<EFBFBD>鈭?SAE (<28>煺漣<E785BA>臬<EFBFBD>)
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<EFBFBD>詨<EFBFBD><EFBFBD>嗆<EFBFBD>嚗?Postgres-Only \+ Hot Reload \+ Preview Mode \+ RBAC
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## **1\. 核心理念:把生产环境变成调试者的“超级游乐场”**
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传统的开发流程是 开发环境 \-\> 测试环境 \-\> 生产环境。对于大模型应用(LLM App),这种流程存在致命缺陷:**测试环境很难模拟真实的文献数据、复杂的上下文和 Token 消耗**。
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本方案采用 **“生产环境灰度预览 (Production Preview Mode)”** 策略,并引入 **“调试者 (Debugger)”** 角色:
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1. **代码与配置分离**:Prompt 不再是硬编码的字符串,而是数据库中的动态配置。
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2. **角色化调试 (RBAC)**:不局限于管理员,系统支持 **“调试者”**(如临床专家、Prompt 工程师)角色。只要拥有 prompt:debug 权限,即可在生产环境开启调试模式。
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3. **灰度路由**:系统根据当前操作者的身份(是否开启调试模式),动态决定加载 **“正式版 (Active)”** 还是 **“草稿版 (Draft)”** 的提示词。
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4. **真实验证**:调试者可以直接使用生产环境的真实数据(如 ASL 的 20 篇文献)来验证新 Prompt 的效果,确认无误后一键发布。
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## **1\. <EFBFBD>詨<EFBFBD><EFBFBD><EFBFBD>艙嚗𡁏<EFBFBD><EFBFBD>煺漣<EFBFBD>臬<EFBFBD><EFBFBD>䀹<EFBFBD>靚<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>𡏭<EFBFBD>蝥扳虜銋𣂼㦤<EFBFBD>?*
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隡删<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>烐<EFBFBD>蝔𧢲糓 撘<><E69298>𤑳㴓憓?\-\> 瘚贝<E7989A><E8B49D>臬<EFBFBD> \-\> <20>煺漣<E785BA>臬<EFBFBD><E887AC><EFBFBD>笆鈭𤾸之璅∪<E79285>摨𠉛鍂嚗𡿨LM App嚗㚁<E59A97>餈嗵<E9A488>瘚<EFBFBD><E7989A>摮睃銁<E79D83>游𦶢蝻粹萅嚗?*瘚贝<E7989A><E8B49D>臬<EFBFBD>敺<EFBFBD>𠗕璅⊥<E79285><E28AA5>笔<EFBFBD><E7AC94><EFBFBD><EFBFBD><EFBFBD>格㺭<E6A0BC>柴<EFBFBD><E69FB4><EFBFBD><EFBFBD><EFBFBD><EFBFBD>銝𠹺<E98A9D><F0A0B9BA><EFBFBD><EFBFBD> Token 瘨<><E798A8>?*<2A>?
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<EFBFBD>祆䲮獢<EFBFBD><EFBFBD><EFBFBD>?**<2A>𦦵<EFBFBD>鈭抒㴓憓<E3B493><E68693>摨阡<E691A8>閫?(Production Preview Mode)<29>?* 蝑𣇉裦嚗<E8A3A6>僎撘訫<E69298> **<EFBFBD>𡏭<EFBFBD>霂閗<EFBFBD>?(Debugger)<29>?* 閫坿𠧧嚗?
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1. **隞<><E99A9E>銝𡡞<E98A9D>蝵桀<E89DB5>蝳?*嚗䥪rompt 銝滚<E98A9D><E6BB9A>舐′蝻𣇉<E89DBB><F0A38789><EFBFBD><EFBFBD>蝚虫葡嚗諹<E59A97>峕糓<E5B395>唳旿摨㮖葉<E3AE96><E89189>𢆡<EFBFBD><F0A286A1><EFBFBD>蝵柴<E89DB5>?
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2. **閫坿𠧧<E59DBF>𤥁<EFBFBD>霂?(RBAC)**嚗帋<E59A97>撅<EFBFBD><E69285>𣂷<EFBFBD>蝞∠<E89D9E><E288A0>矋<EFBFBD>蝟餌<E89D9F><E9A48C>舀<EFBFBD> **<EFBFBD>𡏭<EFBFBD>霂閗<EFBFBD><EFBFBD><EFBFBD>?*嚗<><E59A97>銝游<E98A9D>銝枏振<E69E8F><E68CAF>rompt 撌亦<E6928C>撣<EFBFBD><E692A3>閫坿𠧧<E59DBF><F0A0A7A7>蘨閬<E898A8>𥅾<EFBFBD>?prompt:debug <20><><EFBFBD>嚗<EFBFBD>朖<EFBFBD>臬銁<E887AC>煺漣<E785BA>臬<EFBFBD>撘<EFBFBD><E69298>航<EFBFBD>霂閙芋撘譌<E69298>?
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3. **<EFBFBD>啣漲頝舐眏**嚗𡁶頂蝏<E9A082>覔<EFBFBD>桀<EFBFBD><E6A180>齿<EFBFBD>雿𡏭<E99BBF><F0A18FAD><EFBFBD>頨思遢嚗<E981A2>糓<EFBFBD>血<EFBFBD><E8A180>航<EFBFBD>霂閙芋撘𧶏<E69298>嚗<EFBFBD>𢆡<EFBFBD><F0A286A1><EFBFBD>摰𡁜<E691B0>頧?**<2A>𨀣迤撘讐<E69298> (Active)<29>?* 餈䀹糓 **<EFBFBD>𡏭<EFBFBD>蝔輻<EFBFBD> (Draft)<29>?* <20><><EFBFBD>蝷箄<E89DB7><E7AE84>?
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4. **<EFBFBD>笔<EFBFBD>撉諹<EFBFBD>**嚗朞<E59A97>霂閗<E99C82><E99697>虾隞亦凒<E4BAA6>乩蝙<E4B9A9>函<EFBFBD>鈭抒㴓憓<E3B493><E68693><EFBFBD>笔<EFBFBD><E7AC94>唳旿嚗<E697BF><E59A97> ASL <20>?20 蝭<><E89DAD><EFBFBD>殷<EFBFBD><E6AEB7>仿<EFBFBD>霂<EFBFBD>鰵 Prompt <20><><EFBFBD><EFBFBD>頣<EFBFBD>蝖株恕<E6A0AA>㰘秤<E3B098>𦒘<EFBFBD><F0A69298>桀<EFBFBD>撣<EFBFBD><E692A3>?
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## **2\. 蝟餌<E89D9F><E9A48C>嗆<EFBFBD>霈曇恣**
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### **2.1 架构图**
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### **2.1 <EFBFBD>嗆<EFBFBD><EFBFBD>?*
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graph TD
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User\[<5B>桅<EFBFBD>𡁶鍂<F0A181B6>愧] \--\>|霂瑟<E99C82>銝𡁜𦛚| API\_Gateway
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Debugger\[调试者/专家\] \--\>|请求业务| API\_Gateway
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Debugger\[靚<EFBFBD><EFBFBD><EFBFBD>?銝枏振\] \--\>|霂瑟<EFBFBD>銝𡁜𦛚| API\_Gateway
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Debugger \--\>|蝞∠<E89D9E> Prompt| Admin\_Dashboard
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subgraph "阿里云 SAE (生产环境)"
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subgraph "<EFBFBD>輸<EFBFBD>鈭?SAE (<28>煺漣<E785BA>臬<EFBFBD>)"
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API\_Gateway\[Nginx\] \--\> Backend\_App
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subgraph "Node.js Backend Pods (多实例)"
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subgraph "Node.js Backend Pods (憭𡁜<EFBFBD>靘?"
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Backend\_App\[Backend Service\]
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PromptService\[Prompt Service\]
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@@ -37,7 +34,7 @@ graph TD
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DebugSet\[靚<><E99D9A>隡朞<E99AA1><E69C9E><EFBFBD><EFBFBD> (Set)\]
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Backend\_App \--\>|1. <20>瑕<EFBFBD> Prompt| PromptService
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PromptService \--\>|2. 查缓存/DB| MemoryCache
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PromptService \--\>|2. <EFBFBD>亦<EFBFBD>摮?DB| MemoryCache
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PromptService \--\>|3. <20>⊿<EFBFBD> Debug <20><><EFBFBD>| DebugSet
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end
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end
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@@ -52,25 +49,23 @@ graph TD
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DB \--\>|6. NOTIFY prompt\_update| PromptService
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end
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### **2.2 核心特性**
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1. **Postgres-Only**:利用 PostgreSQL 的 LISTEN/NOTIFY 机制实现多实例缓存同步,无需引入 Redis。
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2. **无状态设计**:DebugSet 和 MemoryCache 均存储在内存中,配合数据库实现最终一致性。
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3. **零侵入性**:普通用户完全感知不到 Prompt 正在被调整,只有开启了 Debug 模式的特定角色能看到变化。
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### **2.2 <EFBFBD>詨<EFBFBD><EFBFBD>寞<EFBFBD>?*
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1. **Postgres-Only**嚗𡁜⏚<F0A1819C>?PostgreSQL <20>?LISTEN/NOTIFY <20>箏<EFBFBD>摰䂿緵憭𡁜<E686AD>靘讠<E99D98>摮睃<E691AE>甇伐<E79487><E4BC90>𣳇<EFBFBD>撘訫<E69298> Redis<69>?
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2. **<EFBFBD>删𠶖<EFBFBD><EFBFBD>挽霈?*嚗鋽ebugSet <20>?MemoryCache <20><><EFBFBD><EFBFBD>典銁<E585B8><E98A81><EFBFBD>銝哨<E98A9D><E593A8>滚<EFBFBD><E6BB9A>唳旿摨枏<E691A8><E69E8F>唳<EFBFBD>蝏<EFBFBD><E89D8F><EFBFBD>湔<EFBFBD>扼<EFBFBD>?
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3. **<EFBFBD>嗡噩<EFBFBD>交<EFBFBD>?*嚗𡁏芦<F0A1818F>𡁶鍂<F0A181B6>瑕<EFBFBD><E79195>冽<EFBFBD><E586BD>乩<EFBFBD><E4B9A9>?Prompt 甇<>銁鋡怨<E98BA1><E680A8>湛<EFBFBD><E6B99B>芣<EFBFBD>撘<EFBFBD><E69298>臭<EFBFBD> Debug 璅∪<E79285><E288AA><EFBFBD>鸌摰朞<E691B0><E69C9E>脰<EFBFBD><E884B0>见<EFBFBD><E8A781>睃<EFBFBD><E79D83>?
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## **3\. <20>唳旿摨㮖<E691A8><E3AE96><EFBFBD><EFBFBD>霈曇恣**
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### **3.1 提示词 Schema (capability\_schema)**
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请将以下 Schema 添加到 backend/prisma/schema.prisma 的 capability\_schema 部分。
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### **3.1 <EFBFBD>鞟內霂?Schema (capability\_schema)**
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霂瑕<EFBFBD>隞乩<EFBFBD> Schema 瘛餃<E7989B><E9A483>?backend/prisma/schema.prisma <20>?capability\_schema <20>典<EFBFBD><E585B8>?
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// \--- Prompt Management System \---
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model PromptTemplate {
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id Int @id @default(autoincrement())
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code String @unique // 唯一标识符,如 'ASL\_SCREENING\_TitleAbstract'
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code String @unique // <EFBFBD>臭<EFBFBD><EFBFBD><EFBFBD><EFBFBD>蝚佗<EFBFBD>憒?'ASL\_SCREENING\_TitleAbstract'
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name String // 鈭箇掩<E7AE87>航粉<E888AA>滨妍
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module String // 所属模块: ASL, DC, AIA, IIT
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module String // <EFBFBD><EFBFBD>撅墧芋<EFBFBD>? ASL, DC, AIA, IIT
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description String?
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variables Json? // 憸<><E686B8><EFBFBD>㗛<EFBFBD><E3979B>𡑒”嚗<E2809D><E59A97> \["title", "abstract"\]
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@@ -86,8 +81,8 @@ model PromptTemplate {
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model PromptVersion {
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id Int @id @default(autoincrement())
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templateId Int @map("template\_id")
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version Int // 版本号 1, 2, 3...
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content String // 提示词内容 (Handlebars/Mustache 格式)
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version Int // <EFBFBD><EFBFBD>𧋦<EFBFBD>?1, 2, 3...
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content String // <EFBFBD>鞟內霂滚<EFBFBD>摰?(Handlebars/Mustache <EFBFBD>澆<EFBFBD>)
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modelConfig Json? // 璅∪<E79285><E288AA><EFBFBD>㺭: { "temperature": 0.1, "model": "deepseek-chat" }
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status PromptStatus @default(DRAFT)
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changelog String? // 靽格㺿霂湔<E99C82>
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@@ -105,7 +100,7 @@ model PromptVersion {
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}
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enum PromptStatus {
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DRAFT // 草稿 (仅 Debug 模式可见)
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DRAFT // <EFBFBD>厩阮 (隞?Debug 璅∪<E79285><E288AA>航<EFBFBD>)
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ACTIVE // 蝥蹂<E89DA5><E8B982><EFBFBD><EFBFBD> (暺䁅恕<E48185>航<EFBFBD>)
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ARCHIVED // 敶埝﹝
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@@ -114,17 +109,15 @@ enum PromptStatus {
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### **3.2 <20><><EFBFBD>摰帋<E691B0> (platform\_schema)**
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利用现有的 RBAC 系统,需要在 permissions 表中预置以下权限:
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<EFBFBD>拍鍂<EFBFBD>唳<EFBFBD><EFBFBD>?RBAC 蝟餌<E89D9F>嚗屸<E59A97>閬<EFBFBD>銁 permissions 銵其葉憸<E89189>蔭隞乩<E99A9E><E4B9A9><EFBFBD><EFBFBD>嚗?
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| <20><><EFBFBD> Code | <20>讛膩 | <20><>鍂閫坿𠧧 |
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| :---- | :---- | :---- |
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| prompt:view | 查看 Prompt 列表和详情 | 管理员, 调试者 |
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| prompt:edit | 创建草稿、修改 Draft 版本 | 管理员, 调试者 |
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| **prompt:debug** | **核心权限**:开启/关闭调试模式 | **管理员, 调试者** |
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| prompt:publish | 将 Draft 发布为 Active | 管理员, 资深调试者 |
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建议创建一个新角色 **PROMPT\_ENGINEER**,赋予上述所有权限。
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| prompt:view | <EFBFBD>亦<EFBFBD> Prompt <EFBFBD>𡑒”<EFBFBD>諹祕<EFBFBD>?| 蝞∠<E89D9E><E288A0>? 靚<><E99D9A><EFBFBD>?|
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| prompt:edit | <EFBFBD>𥕦遣<EFBFBD>厩阮<EFBFBD><EFBFBD>耨<EFBFBD>?Draft <20><>𧋦 | 蝞∠<E89D9E><E288A0>? 靚<><E99D9A><EFBFBD>?|
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| **prompt:debug** | **<EFBFBD>詨<EFBFBD><EFBFBD><EFBFBD><EFBFBD>**嚗𡁜<E59A97><F0A1819C>?<3F>喲𡡒靚<F0A1A192><E99D9A>璅∪<E79285> | **蝞∠<EFBFBD><EFBFBD>? 靚<><E99D9A><EFBFBD>?* |
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||||
| prompt:publish | 撠?Draft <EFBFBD>穃<EFBFBD>銝?Active | 蝞∠<EFBFBD><EFBFBD>? 韏<>楛靚<E6A59B><E99D9A><EFBFBD>?|
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||||
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||||
撱箄悅<EFBFBD>𥕦遣銝<EFBFBD>銝芣鰵閫坿𠧧 **PROMPT\_ENGINEER**嚗諹<E59A97>鈭<EFBFBD><E988AD>餈唳<E9A488><E594B3>㗇<EFBFBD><E39787>僐<EFBFBD>?
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||||
## **4\. <20>𡒊垢<F0A1928A>詨<EFBFBD>摰䂿緵 (PromptService)**
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||||
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||||
<EFBFBD><EFBFBD>辣頝臬<EFBFBD>嚗颹ackend/src/common/capabilities/prompt/prompt.service.ts
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@@ -132,44 +125,41 @@ enum PromptStatus {
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||||
### **4.1 <20>詨<EFBFBD><E8A9A8>餉<EFBFBD>**
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||||
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* **setDebugMode(userId, enabled)**:
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1. **鉴权**:首先检查该 userId 是否拥有 prompt:debug 权限(通过 UserContext 或查库)。只有拥有权限的用户允许加入 Debug 集合。
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2. **状态维护**:在内存中维护 Set\<string\>,记录开启了调试模式的用户 ID。
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||||
1. **<EFBFBD>湔<EFBFBD>**嚗𡁻<E59A97><F0A181BB><EFBFBD><EFBFBD><EFBFBD>亥砲 userId <EFBFBD>臬炏<EFBFBD>交<EFBFBD> prompt:debug <EFBFBD><EFBFBD><EFBFBD>嚗<EFBFBD><EFBFBD>朞<EFBFBD> UserContext <EFBFBD>𡝗䰻摨橒<EFBFBD><EFBFBD><EFBFBD>蘨<EFBFBD>㗇𥅾<EFBFBD>㗇<EFBFBD><EFBFBD>鞟<EFBFBD><EFBFBD>冽<EFBFBD><EFBFBD><EFBFBD>捂<EFBFBD>惩<EFBFBD> Debug <EFBFBD><EFBFBD><EFBFBD><EFBFBD>?
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||||
2. **<EFBFBD>嗆<EFBFBD><EFBFBD>輕<EFBFBD>?*嚗𡁜銁<F0A1819C><E98A81><EFBFBD>銝剔輕<E58994>?Set\<string\>嚗諹扇敶訫<E695B6><E8A8AB>臭<EFBFBD>靚<EFBFBD><E99D9A>璅∪<E79285><E288AA><EFBFBD>鍂<EFBFBD>?ID<49>?
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||||
* **get(code, variables, userId)**:
|
||||
1. 检查 userId 是否在 debugUsers 集合中。
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||||
2. **是**:优先查询数据库中状态为 DRAFT 的最新版本。
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||||
3. **否**(或无 Draft):查询内存缓存中的 ACTIVE 版本。
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||||
4. **缓存未命中**:从数据库查询 ACTIVE 版本并写入缓存。
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||||
5. 使用 Handlebars 渲染变量。
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||||
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||||
### **4.2 热更新 (Hot Reload)**
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||||
|
||||
* 监听 Postgres 的 prompt\_update 频道。
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||||
* 收到通知后,清空内存缓存。
|
||||
1. 璉<EFBFBD><EFBFBD>?userId <EFBFBD>臬炏<EFBFBD>?debugUsers <EFBFBD><EFBFBD><EFBFBD>銝准<EFBFBD>?
|
||||
2. **<EFBFBD>?*嚗帋<E59A97><E5B88B><EFBFBD>䰻霂X㺭<EFBCB8>桀<EFBFBD>銝剔𠶖<E58994><F0A0B696>蛹 DRAFT <20><><EFBFBD><EFBFBD>啁<EFBFBD><E59581>研<EFBFBD>?
|
||||
3. **<EFBFBD>?*嚗<><E59A97><EFBFBD>?Draft嚗㚁<E59A97><E39A81>亥砭<E4BAA5><E7A0AD><EFBFBD>蝻枏<E89DBB>銝剔<E98A9D> ACTIVE <EFBFBD><EFBFBD>𧋦<EFBFBD>?
|
||||
4. **蝻枏<EFBFBD><EFBFBD>芸𦶢銝?*嚗帋<E59A97><E5B88B>唳旿摨𤘪䰻霂?ACTIVE <20><>𧋦撟嗅<E6929F><E59785>亦<EFBFBD>摮塩<E691AE>?
|
||||
5. 雿輻鍂 Handlebars 皜脫<EFBFBD><EFBFBD>㗛<EFBFBD><EFBFBD>?
|
||||
### **4.2 <20>剜凒<E5899C>?(Hot Reload)**
|
||||
|
||||
* <20>穃𨯬 Postgres <20>?prompt\_update 憸煾<E686B8><E785BE>?
|
||||
* <20>嗅<EFBFBD><E59785>𡁶䰻<F0A181B6>𠬍<EFBFBD>皜<EFBFBD>征<EFBFBD><E5BE81><EFBFBD>蝻枏<E89DBB><E69E8F>?
|
||||
## **5\. API <20>亙藁霈曇恣**
|
||||
|
||||
### **5.1 管理端接口 (PromptController)**
|
||||
### **5.1 蝞∠<EFBFBD>蝡舀𦻖<EFBFBD>?(PromptController)**
|
||||
|
||||
| <20>寞<EFBFBD> | 頝臬<E9A09D> | <20><><EFBFBD>閬<EFBFBD><E996AC> | <20>讛膩 |
|
||||
| :---- | :---- | :---- | :---- |
|
||||
| GET | /api/admin/prompts | prompt:view | 获取所有 Prompt 模板列表 |
|
||||
| GET | /api/admin/prompts/:id | prompt:view | 获取特定模板详情及历史版本 |
|
||||
| GET | /api/admin/prompts | prompt:view | <EFBFBD>瑕<EFBFBD><EFBFBD><EFBFBD><EFBFBD>?Prompt 璅⊥踎<EFBFBD>𡑒” |
|
||||
| GET | /api/admin/prompts/:id | prompt:view | <EFBFBD>瑕<EFBFBD><EFBFBD>孵<EFBFBD>璅⊥踎霂行<EFBFBD><EFBFBD>𠰴<EFBFBD><EFBFBD>脩<EFBFBD><EFBFBD>?|
|
||||
| POST | /api/admin/prompts/draft | prompt:edit | 靽嘥<E99DBD><E598A5>厩阮 (<28><><EFBFBD><EFBFBD>啁<EFBFBD><E59581>穿<EFBFBD><E7A9BF>嗆<EFBFBD><E59786>蛹 DRAFT) |
|
||||
| POST | /api/admin/prompts/publish | prompt:publish | 发布版本 (状态 Draft \-\> Active) |
|
||||
| POST | /api/admin/prompts/debug | **prompt:debug** | **开关调试模式** ({ enabled: true }) |
|
||||
| POST | /api/admin/prompts/publish | prompt:publish | <EFBFBD>穃<EFBFBD><EFBFBD><EFBFBD>𧋦 (<28>嗆<EFBFBD>?Draft \-\> Active) |
|
||||
| POST | /api/admin/prompts/debug | **prompt:debug** | **撘<EFBFBD><EFBFBD>唾<EFBFBD>霂閙芋撘?* ({ enabled: true }) |
|
||||
|
||||
### **5.2 銝𡁜𦛚<F0A1819C><F0A69B9A><EFBFBD>蝷箔<E89DB7> (ASL 璅∪<E79285>)**
|
||||
|
||||
在 ASL 模块中调用 Prompt 时,**必须传入 userId**,系统会自动处理灰度逻辑:
|
||||
|
||||
<EFBFBD>?ASL 璅∪<EFBFBD>銝剛<EFBFBD><EFBFBD>?Prompt <20>塚<EFBFBD>**敹<>◆隡惩<E99AA1> userId**嚗𣬚頂蝏煺<E89D8F><E785BA>芸𢆡憭<F0A286A1><E686AD><EFBFBD>啣漲<E595A3>餉<EFBFBD>嚗?
|
||||
// backend/src/modules/asl/services/screening.service.ts
|
||||
|
||||
import { promptService } from '@/common/capabilities/prompt/prompt.service';
|
||||
|
||||
export class ScreeningService {
|
||||
async screenPaper(paper: any, userId: string) {
|
||||
// 动态获取 Prompt
|
||||
// 如果 userId 是开启了调试模式的“调试者”,这里会自动拿到 DRAFT 版 Prompt
|
||||
// <EFBFBD>冽<EFBFBD><EFBFBD>繮<EFBFBD>?Prompt
|
||||
// 憒<EFBFBD><EFBFBD> userId <EFBFBD>臬<EFBFBD><EFBFBD>臭<EFBFBD>靚<EFBFBD><EFBFBD>璅∪<EFBFBD><EFBFBD><EFBFBD><EFBFBD>𡏭<EFBFBD>霂閗<EFBFBD><EFBFBD><EFBFBD>嘅<EFBFBD>餈䠷<EFBFBD>隡朞䌊<EFBFBD>冽嚉<EFBFBD>?DRAFT <EFBFBD>?Prompt
|
||||
const prompt \= await promptService.get(
|
||||
'ASL\_SCREENING\_TitleAbstract',
|
||||
{ title: paper.title, abstract: paper.abstract },
|
||||
@@ -181,55 +171,48 @@ export class ScreeningService {
|
||||
}
|
||||
}
|
||||
|
||||
## **6\. 前端管理端设计 (Frontend-V2)**
|
||||
|
||||
在 frontend-v2/src/modules/admin 下新增 Prompt 管理模块。
|
||||
## **6\. <EFBFBD>滨垢蝞∠<EFBFBD>蝡航挽霈?(Frontend-V2)**
|
||||
|
||||
<EFBFBD>?frontend-v2/src/modules/admin 銝𧢲鰵憓?Prompt 蝞∠<E89D9E>璅∪<E79285><E288AA>?
|
||||
### **6.1 <20>屸𢒰<E5B1B8>蠘<EFBFBD>**
|
||||
|
||||
1. **列表页**:展示所有 Prompt 模板。
|
||||
2. **全局调试开关**:
|
||||
* **位置**:界面顶部导航栏或右下角悬浮球。
|
||||
* **权限控制**:仅当用户拥有 prompt:debug 权限时显示该开关。
|
||||
* **状态反馈**:开启后,全站顶部出现黄色警告条:“⚠️ 调试模式已开启:您当前正在使用草稿版 (DRAFT) 提示词进行操作”。
|
||||
3. **编辑器**:
|
||||
* 支持 Markdown 高亮。
|
||||
* 操作栏根据权限动态显示:如果没有 prompt:publish 权限,则“发布”按钮置灰。
|
||||
|
||||
### **6.2 典型工作流 (Workflow)**
|
||||
|
||||
1. **场景**:临床专家 Dr. Wang (角色: Debugger) 觉得文献筛选的准确率不够。
|
||||
2. **修改**:Dr. Wang 登录系统,进入 Prompt 管理页,修改 ASL\_SCREENING 的提示词,增加了一条排除标准,点击“保存草稿”。
|
||||
3. **调试**:Dr. Wang 点击顶部的 **“开启调试模式”**。
|
||||
4. **验证**:Dr. Wang 切换到 ASL 业务页面,上传几篇之前筛错的文献,点击运行。
|
||||
* *系统后端检测到 Dr. Wang 在 Debug 列表中,加载 Draft 版 Prompt。*
|
||||
5. **确认**:发现结果正确了。
|
||||
6. **发布**:Dr. Wang 回到管理页,点击“发布”(或者通知管理员发布)。
|
||||
7. **结束**:Dr. Wang 关闭调试模式。
|
||||
1. **<EFBFBD>𡑒”憿?*嚗𡁜<E59A97>蝷箸<E89DB7><E7AEB8>?Prompt 璅⊥踎<EFBFBD>?
|
||||
2. **<EFBFBD>典<EFBFBD>靚<EFBFBD><EFBFBD>撘<EFBFBD><EFBFBD>?*嚗?
|
||||
* **雿滨蔭**嚗𡁶<E59A97><F0A181B6>a▲<EFBD81>典紡<E585B8>芣<EFBFBD><E88AA3>硋𢰧銝贝<E98A9D><E8B49D>祆筑<E7A586><E7AD91><EFBFBD>?
|
||||
* **<EFBFBD><EFBFBD><EFBFBD><EFBFBD>批<EFBFBD>**嚗帋<E59A97>敶梶鍂<E6A2B6>瑟𥅾<E7919F>?prompt:debug <20><><EFBFBD><EFBFBD>嗆遬蝷箄砲撘<E7A0B2><E69298>喋<EFBFBD>?
|
||||
* **<EFBFBD>嗆<EFBFBD><EFBFBD><EFBFBD>擐?*嚗𡁜<E59A97><F0A1819C>臬<EFBFBD>嚗<EFBFBD><E59A97>蝡䠷▲<E4A0B7>典枂<E585B8>圈<EFBFBD><E59C88>脰郎<E884B0>𦠜辺嚗尠<E59A97>鎿<EFBFBD>儭?靚<><E99D9A>璅∪<E79285>撌脣<E6928C><E884A3>荔<EFBFBD><E88D94>典<EFBFBD><E585B8>齿迤<E9BDBF>其蝙<E585B6>刻<EFBFBD>蝔輻<E89D94> (DRAFT) <20>鞟內霂滩<E99C82>銵峕<E98AB5>雿鎿<E99BBF>腈<EFBFBD>?
|
||||
3. **蝻𤥁<EFBFBD><EFBFBD>?*嚗?
|
||||
* <EFBFBD>舀<EFBFBD> Markdown 擃䀝漁<EFBFBD>?
|
||||
* <EFBFBD>滢<EFBFBD><EFBFBD>𤩺覔<EFBFBD>格<EFBFBD><EFBFBD>𣂼𢆡<EFBFBD><EFBFBD>遬蝷綽<EFBFBD>憒<EFBFBD><EFBFBD>瘝⊥<EFBFBD> prompt:publish <20><><EFBFBD>嚗<EFBFBD><E59A97><EFBFBD>𨅯<EFBFBD>撣<EFBFBD><E692A3>脲<EFBFBD><E884B2>桃蔭<E6A183>啜<EFBFBD>?
|
||||
### **6.2 <20>詨<EFBFBD>撌乩<E6928C>瘚?(Workflow)**
|
||||
|
||||
1. **<EFBFBD>箸艶**嚗帋葩摨𠹺<E691A8>摰?Dr. Wang (閫坿𠧧: Debugger) 閫匧<E996AB><E58CA7><EFBFBD>讃蝑偦<E89D91>厩<EFBFBD><E58EA9><EFBFBD>&<EFBFBD><EFBC86><EFBFBD>憭麄<E686AD>?
|
||||
2. **靽格㺿**嚗鋽r. Wang <20>餃<EFBFBD>蝟餌<E89D9F>嚗諹<E59A97><E8ABB9>?Prompt 蝞∠<E89D9E>憿蛛<E686BF>靽格㺿 ASL\_SCREENING <20><><EFBFBD>蝷箄<E89DB7>嚗<EFBFBD><E59A97><EFBFBD>牐<EFBFBD>銝<EFBFBD><E98A9D>⊥<EFBFBD><E28AA5>斗<EFBFBD><E69697><EFBFBD><EFBFBD><EFBFBD>孵稬<E5ADB5>靝<EFBFBD>摮䁅<E691AE>蝔踱<E89D94>腈<EFBFBD>?
|
||||
3. **靚<><E99D9A>**嚗鋽r. Wang <20>孵稬憿園<E686BF><E59C92>?**<EFBFBD>𨅯<EFBFBD><EFBFBD>航<EFBFBD>霂閙芋撘謿<EFBFBD>?*<2A>?
|
||||
4. **撉諹<E69289>**嚗鋽r. Wang <20><>揢<EFBFBD>?ASL 銝𡁜𦛚憿菟𢒰嚗䔶<E59A97>隡惩<E99AA1>蝭<EFBFBD><E89DAD><EFBFBD>滨<EFBFBD><E6BBA8>嗵<EFBFBD><E597B5><EFBFBD>讃嚗𣬚<E59A97><F0A3AC9A>餉<EFBFBD>銵䎚<E98AB5>?
|
||||
* *蝟餌<E89D9F><E9A48C>𡒊垢璉<E59EA2>瘚见<E7989A> Dr. Wang <20>?Debug <20>𡑒”銝哨<E98A9D><E593A8>㰘蝸 Draft <20>?Prompt<70>?
|
||||
5. **蝖株恕**嚗𡁜<E59A97><F0A1819C>啁<EFBFBD><E59581>𨀣迤蝖桐<E89D96><E6A190>?
|
||||
6. **<EFBFBD>穃<EFBFBD>**嚗鋽r. Wang <20>𧼮<EFBFBD>蝞∠<E89D9E>憿蛛<E686BF><E89B9B>孵稬<E5ADB5>𨅯<EFBFBD>撣<EFBFBD><E692A3>嘅<EFBFBD><E59885>𤥁<EFBFBD><F0A4A581><EFBFBD>𡁶䰻蝞∠<E89D9E><E288A0>睃<EFBFBD>撣<EFBFBD><E692A3><EFBFBD>?
|
||||
7. **蝏𤘪<E89D8F>**嚗鋽r. Wang <20>喲𡡒靚<F0A1A192><E99D9A>璅∪<E79285><E288AA>?
|
||||
## **7\. 摰墧鴌霈∪<E99C88>**
|
||||
|
||||
### **Phase 1: 基础设施建设 (1-2天)**
|
||||
### **Phase 1: <EFBFBD>箇<EFBFBD>霈暹鴌撱箄挽 (1-2憭?**
|
||||
|
||||
1. 创建数据库表 prompt\_templates, prompt\_versions。
|
||||
2. 在 permissions 表中插入 prompt:\* 相关权限。
|
||||
3. 实现 PromptService 后端逻辑。
|
||||
1. <EFBFBD>𥕦遣<EFBFBD>唳旿摨栞” prompt\_templates, prompt\_versions<EFBFBD>?
|
||||
2. <EFBFBD>?permissions 銵其葉<EFBFBD>鍦<EFBFBD> prompt:\* <EFBFBD>詨<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?
|
||||
3. 摰䂿緵 PromptService <EFBFBD>𡒊垢<EFBFBD>餉<EFBFBD><EFBFBD>?
|
||||
### **Phase 2: 銝𡁜𦛚璅∪<E79285><E288AA>亙<EFBFBD> (<28>?ASL 撘<><E69298>穃<EFBFBD>甇?**
|
||||
|
||||
### **Phase 2: 业务模块接入 (随 ASL 开发同步)**
|
||||
1. <20>典<EFBFBD><E585B8>?ASL 璅∪<E79285><E288AA>塚<EFBFBD><E5A19A>朞<EFBFBD> promptService.get() <20>瑕<EFBFBD> Prompt<70>?
|
||||
### **Phase 3: 蝞∠<E89D9E>蝡?MVP (3-4憭?**
|
||||
|
||||
1. 在开发 ASL 模块时,通过 promptService.get() 获取 Prompt。
|
||||
|
||||
### **Phase 3: 管理端 MVP (3-4天)**
|
||||
|
||||
1. 开发前端管理界面。
|
||||
2. 实现全局调试开关组件。
|
||||
|
||||
## **8\. 安全与风控**
|
||||
|
||||
1. **权限隔离**:严格检查 prompt:debug 权限,防止普通用户误入调试模式。
|
||||
2. **审计日志**:PromptVersion 表中的 createdBy 字段必须记录实际修改人的 ID,便于追溯是哪位调试者修改了 Prompt。
|
||||
3. **兜底机制**:代码中保留 Hardcoded Prompt 作为系统级兜底。
|
||||
1. 撘<EFBFBD><EFBFBD>穃<EFBFBD>蝡舐恣<EFBFBD><EFBFBD><EFBFBD><EFBFBD>U<EFBFBD>?
|
||||
2. 摰䂿緵<E482BF>典<EFBFBD>靚<EFBFBD><E99D9A>撘<EFBFBD><E69298>喟<EFBFBD>隞嗚<E99A9E>?
|
||||
## **8\. 摰匧<E691B0>銝𡡞<E98A9D><F0A1A19E>?*
|
||||
|
||||
1. **<EFBFBD><EFBFBD><EFBFBD><EFBFBD>𠉛氖**嚗帋艇<E5B88B>潭<EFBFBD><E6BDAD>?prompt:debug <20><><EFBFBD>嚗屸俈甇X芦<EFBCB8>𡁶鍂<F0A181B6>瑁秤<E79181>亥<EFBFBD>霂閙芋撘譌<E69298>?
|
||||
2. **摰∟恣<E2889F>亙<EFBFBD>**嚗䥪romptVersion 銵其葉<E585B6>?createdBy 摮埈挾敹<E68CBE>◆霈啣<E99C88>摰鮋<E691B0>靽格㺿鈭箇<E988AD> ID嚗䔶噶鈭舘蕭皞舀糓<E88880>芯<EFBFBD>靚<EFBFBD><E99D9A><EFBFBD><EFBFBD>耨<EFBFBD>嫣<EFBFBD> Prompt<70>?
|
||||
3. **<EFBFBD>𨅯<EFBFBD><EFBFBD>箏<EFBFBD>**嚗帋誨<E5B88B><E8AAA8>葉靽萘<E99DBD> Hardcoded Prompt 雿靝蛹蝟餌<E89D9F>蝥批<E89DA5>摨𨰻<E691A8>?
|
||||
## **9\. 蝏栞捏**
|
||||
|
||||
引入 **“调试者”** 角色和 RBAC 机制,使得该方案不仅是一个技术实现,更是一套完整的 **AIOps 协作流程**。它允许业务专家在不干扰线上用户的前提下,安全、独立地对 AI 效果进行调优,完美适配医疗场景对准确性的高要求。
|
||||
撘訫<EFBFBD> **<EFBFBD>𡏭<EFBFBD>霂閗<EFBFBD><EFBFBD><EFBFBD>?* 閫坿𠧧<E59DBF>?RBAC <20>箏<EFBFBD>嚗䔶蝙敺𡑒砲<F0A19192>寞<EFBFBD>銝滢<E98A9D><E6BBA2>臭<EFBFBD>銝芣<E98A9D><E88AA3>臬<EFBFBD><E887AC>堆<EFBFBD><E5A086>湔糓銝<E7B393>憟堒<E6869F><E5A092>渡<EFBFBD> **AIOps <20>譍<EFBFBD>瘚<EFBFBD><E7989A>**<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>捂銝𡁜𦛚銝枏振<EFBFBD>其<EFBFBD>撟脫贋蝥蹂<EFBFBD><EFBFBD>冽<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>𣂷<EFBFBD>嚗<EFBFBD><EFBFBD><EFBFBD>具<EFBFBD><EFBFBD>𡠺蝡见𧑐撖?AI <20><><EFBFBD>餈𥡝<E9A488>靚<EFBFBD><E99D9A>嚗<EFBFBD><E59A97>蝢𡡞<E89DA2><F0A1A19E><EFBFBD><EFBFBD>餌<EFBFBD><E9A48C>箸艶撖孵<E69296>蝖格<E89D96>抒<EFBFBD>擃䁅<E69383>瘙<EFBFBD><E79899>
|
||||
Reference in New Issue
Block a user