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
parent 3d35e9c58b
commit 1b53ab9d52
386 changed files with 52096 additions and 65238 deletions
--- a/docs/03-业务模块/ASL-AI智能文献/02-技术设计/07-智能Prompt生成模块开发计划.md
+++ b/docs/03-业务模块/ASL-AI智能文献/02-技术设计/07-智能Prompt生成模块开发计划.md
@@ -1,4 +1,4 @@
-# 智能Prompt生成模块 - 开发计划
+# <EFBFBD>箄<EFBFBD>Prompt<EFBFBD><EFBFBD><EFBFBD>璅∪<EFBFBD> - 撘<><E69298>𤏸恣<F0A48FB8>?

 **<EFBFBD><EFBFBD>𧋦**: v1.0  
 **<EFBFBD>交<EFBFBD>**: 2025-11-18  
@@ -8,11 +8,11 @@

 ## <20>詨<EFBFBD><E8A9A8>格<EFBFBD>

-**解决问题**: 消除AI与人类对边界情况的理解差异
+**閫<EFBFBD><EFBFBD><EFBFBD>桅<EFBFBD>**: 瘨<EFBFBD>膄AI銝𦒘犖蝐餃笆颲寧<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>閫<EFBFBD>榆撘?

 **<EFBFBD>詨<EFBFBD>瘚<EFBFBD><EFBFBD>**:
 ```
-用户输入PICOS → AI理解分析 → 生成Prompt → 用户修改 → 开始筛选
+<EFBFBD>冽<EFBFBD>颲枏<EFBFBD>PICOS <20>?AI<41><49>圾<EFBFBD><E59CBE><EFBFBD> <20>?<3F><><EFBFBD>Prompt <20>?<3F>冽<EFBFBD>靽格㺿 <20>?撘<>憪讠<E686AA><E8AEA0>?
 ```

 ---
@@ -21,7 +21,7 @@

 ### <20>蠘<EFBFBD><E8A098><EFBFBD>凒

-#### 1. 用户输入 ✅
+#### 1. <EFBFBD>冽<EFBFBD>颲枏<EFBFBD> <20>?

 **<EFBFBD>滨垢銵典<EFBFBD>**:
 ```typescript
@@ -42,7 +42,7 @@

 ---

-#### 2. AI理解与分析 🆕
+#### 2. AI<EFBFBD><EFBFBD>圾銝𤾸<EFBFBD><EFBFBD>?<3F><>

 **颲枏<E9A2B2>**: <20>冽<EFBFBD><E586BD><EFBFBD>ICOS + 蝥單<E89DA5><E596AE><EFBFBD><EFBFBD>

@@ -57,7 +57,7 @@
        id: number;
        question: string;     // "憒<><E68692><EFBFBD>𠉛弦鈭箇黎<E7AE87>舀洹蝢𦒘<E89DA2>RCT韐券<E99F90>擃矋<E69383>"
        aiSuggestion: 'include' | 'exclude' | 'uncertain';
-        reason: string;       // AI的建议理由
+        reason: string;       // AI<EFBFBD><EFBFBD>遣霈桃<EFBFBD><EFBFBD>?
      }
    ]
  }
@@ -76,11 +76,11 @@ POST /api/v1/asl/analyze-picos
 #### 3. <20>冽<EFBFBD>蝖株恕<E6A0AA>屸𢒰 <20><>

 **<EFBFBD>曄內**:
- ✅ 必须纳入（可勾选/取消）
- ❌ 必须排除（可勾选/取消）
- 🤔 边界情况（逐个确认：纳入/排除/不确定）
+- <EFBFBD>?敹<>◆蝥喳<E89DA5>嚗<EFBFBD>虾<EFBFBD>暸<EFBFBD>?<3F>𡝗<EFBFBD>嚗?
+- <EFBFBD>?敹<>◆<EFBFBD>㘾膄嚗<E88684>虾<EFBFBD>暸<EFBFBD>?<3F>𡝗<EFBFBD>嚗?
+- <EFBFBD><EFBFBD> 颲寧<E9A2B2><E5AFA7><EFBFBD><EFBFBD>嚗<EFBFBD><E59A97>𣂷葵蝖株恕嚗𡁶熙<F0A181B6>?<3F>㘾膄/銝滨＆摰𡄯<E691B0>

-**实现**: Modal对话框，分三个区域
+**摰䂿緵**: Modal撖寡<EFBFBD>獢<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>銝芸躹<EFBFBD>?

 ---

@@ -90,14 +90,14 @@ POST /api/v1/asl/analyze-picos

 **颲枏枂**: 摰峕㟲<E5B395><E39FB2><EFBFBD><EFBFBD>侨rompt

-**关键**: 将用户确认的边界规则注入到Prompt中
+**<EFBFBD>喲睸**: 撠<EFBFBD>鍂<EFBFBD>瑞＆霈斤<EFBFBD>颲寧<EFBFBD>閫<EFBFBD><EFBFBD>瘜典<EFBFBD><EFBFBD>訐rompt銝?

 ```
 ## <20>寞<EFBFBD>閫<EFBFBD><E996AB>嚗<EFBFBD>抅鈭擧<E988AD><E693A7><EFBFBD>＆霈歹<E99C88>

 1. <20>啣<EFBFBD>閬<EFBFBD><E996AC>嚗帋<E59A97><E5B88B><EFBFBD><EFBFBD>瘣脖犖蝢歹<E89DA2>雿<EFBFBD>洹蝢𡡞<E89DA2>韐券<E99F90>RCT銋笔虾蝥喳<E89DA5>
-2. 研究类型：排除综述，但2020年后Meta分析可纳入
-3. 对照类型：安慰剂对照，或另一种标准药物也可接受
+2. <EFBFBD>𠉛弦蝐餃<EFBFBD>嚗𡁏<EFBFBD><EFBFBD>斤遞餈堆<EFBFBD>雿?020撟游<E6929F>Meta<74><61><EFBFBD><EFBFBD>舐熙<E88890>?
+3. 撖寧<EFBFBD>蝐餃<EFBFBD>嚗𡁜<EFBFBD><EFBFBD>啣<EFBFBD>撖寧<EFBFBD>嚗峕<EFBFBD><EFBFBD>虫<EFBFBD>蝘齿<EFBFBD><EFBFBD><EFBFBD>晓<EFBFBD>拐<EFBFBD><EFBFBD>舀𦻖<EFBFBD>?
 ...
 ```

@@ -108,54 +108,54 @@ POST /api/v1/asl/generate-prompt

 ---

-#### 5. Prompt编辑器 🆕
+#### 5. Prompt蝻𤥁<EFBFBD><EFBFBD>?<3F><>

 **<EFBFBD>蠘<EFBFBD>**:
 - <20>曄內<E69B84><E585A7><EFBFBD><EFBFBD><EFBFBD>rompt
 - <20>舀<EFBFBD><E88880>冽<EFBFBD>蝻𤥁<E89DBB>
- 保存并使用
+- 靽嘥<EFBFBD>撟嗡蝙<EFBFBD>?

 **摰䂿緵**: 蝞<><E89D9E>閧<EFBFBD>Textarea + 靽嘥<E99DBD><E598A5>厰僼

 ---

-#### 6. 筛选结果增强 ⭐ **重要**
+#### 6. 蝑偦<EFBFBD>厩<EFBFBD><EFBFBD>𨅯<EFBFBD>撘?潃?**<2A>滩<EFBFBD>**

-**当前问题**: 只显示最终决策（include/exclude/pending）
+**敶枏<EFBFBD><EFBFBD>桅<EFBFBD>**: <EFBFBD>芣遬蝷箸<EFBFBD>蝏<EFBFBD><EFBFBD>蝑吔<EFBFBD>include/exclude/pending嚗?

-**改进**: 显示**两个模型的完整理由**
+**<EFBFBD>寡<EFBFBD>**: <EFBFBD>曄內**銝支葵璅∪<E79285><E288AA><EFBFBD><EFBFBD><EFBFBD>渡<EFBFBD><E6B8A1>?*

 ```typescript
 {
  literatureId: string;
  finalDecision: 'include' | 'exclude' | 'pending';
  
-  // ⭐ 新增：两个模型的详细结果
+  // 潃?<3F>啣<EFBFBD>嚗帋舅銝芣芋<E88AA3>讠<EFBFBD>霂衣<E99C82>蝏𤘪<E89D8F>
  model1: {
    modelName: 'DeepSeek-V3';
    conclusion: 'exclude';
    confidence: 0.92;
    judgment: { P: 'match', I: 'match', C: 'mismatch', S: 'match' };
-    reason: '虽然P、I、S维度匹配，但对照组为另一种药物而非安慰剂...'  // ⭐ 关键
+    reason: '<EFBFBD>賜<EFBFBD>P<EFBFBD><EFBFBD><EFBFBD><EFBFBD>蝏游漲<EFBFBD>寥<EFBFBD>嚗䔶<EFBFBD>撖寧<EFBFBD>蝏<EFBFBD>蛹<EFBFBD>虫<EFBFBD>蝘滩晓<EFBFBD>抵<EFBFBD>屸<EFBFBD>摰㗇<EFBFBD><EFBFBD>?..'  // 潃?<3F>喲睸
  },
  model2: {
    modelName: 'Qwen-Max';
    conclusion: 'include';
    confidence: 0.85;
    judgment: { P: 'match', I: 'match', C: 'partial', S: 'match' };
-    reason: '研究人群和干预措施匹配，对照组虽非安慰剂但有对比意义...'  // ⭐ 关键
+    reason: '<EFBFBD>𠉛弦鈭箇黎<EFBFBD><EFBFBD>僕憸<EFBFBD>綳<EFBFBD>賢龪<EFBFBD>㵪<EFBFBD>撖寧<EFBFBD>蝏<EFBFBD>蒾<EFBFBD>𧼮<EFBFBD><EFBFBD>啣<EFBFBD>雿<EFBFBD><EFBFBD>撖寞<EFBFBD><EFBFBD>譍<EFBFBD>...'  // 潃?<3F>喲睸
  },
  
-  hasConflict: true;  // 两个模型判断不一致
+  hasConflict: true;  // 銝支葵璅∪<EFBFBD><EFBFBD>斗鱏銝滢<EFBFBD><EFBFBD>?
  conflictFields: ['conclusion', 'C'];
 }
 ```

 **<EFBFBD>滨垢<EFBFBD>曄內**:
 ```jsx
-<Card title="筛选结果">
+<Card title="蝑偦<EFBFBD>厩<EFBFBD><EFBFBD>?>
  <Alert type={finalDecision === 'pending' ? 'warning' : 'success'}>
-    最终决策: {finalDecision}
+    <EFBFBD><EFBFBD>蝏<EFBFBD><EFBFBD>蝑? {finalDecision}
  </Alert>
  
  <Divider />
@@ -166,10 +166,10 @@ POST /api/v1/asl/generate-prompt
        <Tag color={model1.conclusion === 'include' ? 'green' : 'red'}>
          {model1.conclusion}
        </Tag>
-        <Statistic title="置信度" value={model1.confidence} />
+        <Statistic title="蝵桐縑摨? value={model1.confidence} />
        <Divider />
        <h4><3E>斗鱏<E69697><E9B18F>眏:</h4>
-        <p>{model1.reason}</p>  {/* ⭐ 显示理由 */}
+        <p>{model1.reason}</p>  {/* 潃?<3F>曄內<E69B84><E585A7>眏 */}
        <Collapse>
          <Panel header="PICO蝏游漲霂行<EFBFBD>">
            P: {model1.judgment.P}<br/>
@@ -194,37 +194,37 @@ POST /api/v1/asl/generate-prompt
    </Alert>
  )}
  
-  {/* ⭐ 人工复核按钮 */}
+  {/* 潃?鈭箏極憭齿瓲<E9BDBF>厰僼 */}
  <Button type="primary" onClick={handleManualReview}>
-    人工复核此文献
+    鈭箏極憭齿瓲甇斗<EFBFBD><EFBFBD>?
  </Button>
 </Card>
 ```

 ---

-### MVP开发清单
+### MVP撘<EFBFBD><EFBFBD>烐<EFBFBD><EFBFBD>?

 **Week 1: <20>𡒊垢**

-| 任务 | 估时 | 优先级 |
+| 隞餃𦛚 | 隡唳𧒄 | 隡睃<E99AA1>蝥?|
 |------|------|--------|
-| API: 分析PICOS | 2天 | P0 |
-| API: 生成Prompt | 1天 | P0 |
-| 增强筛选结果结构 | 0.5天 | P0 |
-| 测试 | 0.5天 | P0 |
+| API: <EFBFBD><EFBFBD><EFBFBD>PICOS | 2憭?| P0 |
+| API: <EFBFBD><EFBFBD><EFBFBD>Prompt | 1憭?| P0 |
+| 憓𧼮撩蝑偦<EFBFBD>厩<EFBFBD><EFBFBD>𦦵<EFBFBD><EFBFBD>?| 0.5憭?| P0 |
+| 瘚贝<EFBFBD> | 0.5憭?| P0 |

 **Week 2: <20>滨垢**

-| 任务 | 估时 | 优先级 |
+| 隞餃𦛚 | 隡唳𧒄 | 隡睃<E99AA1>蝥?|
 |------|------|--------|
-| PICOS输入表单 | 0.5天 | P0 |
-| 用户确认界面 | 1.5天 | P0 |
-| Prompt编辑器 | 0.5天 | P0 |
-| 结果展示增强 | 1天 | P0 |
-| 测试与调优 | 0.5天 | P0 |
+| PICOS颲枏<EFBFBD>銵典<EFBFBD> | 0.5憭?| P0 |
+| <EFBFBD>冽<EFBFBD>蝖株恕<EFBFBD>屸𢒰 | 1.5憭?| P0 |
+| Prompt蝻𤥁<EFBFBD><EFBFBD>?| 0.5憭?| P0 |
+| 蝏𤘪<EFBFBD>撅閧內憓𧼮撩 | 1憭?| P0 |
+| 瘚贝<EFBFBD>銝舘<EFBFBD>隡?| 0.5憭?| P0 |

-**总计**: 2周（10个工作日）
+**<EFBFBD>餉恣**: 2<EFBFBD>剁<EFBFBD>10銝芸極雿𨀣𠯫嚗?

 ---

@@ -232,16 +232,16 @@ POST /api/v1/asl/generate-prompt

 ### <20>蠘<EFBFBD>1: Few-shot<6F>芸𢆡摮虫<E691AE> <20>睸

-**触发场景**: 用户纠正AI判断后
+**閫血<EFBFBD><EFBFBD>箸艶**: <EFBFBD>冽<EFBFBD>蝥䭾迤AI<EFBFBD>斗鱏<EFBFBD>?

 **瘚<><E7989A>**:
 ```
 1. AI<41>斗鱏: Exclude
 2. <20>冽<EFBFBD>蝥䭾迤: 摨磰砲<E7A3B0>涅nclude
-3. 用户说明理由: "虽然是欧美人群，但RCT质量高"
-   ↓
+3. <EFBFBD>冽<EFBFBD>霂湔<EFBFBD><EFBFBD><EFBFBD>眏: "<22>賜<EFBFBD><E8B39C>舀洹蝢𦒘犖蝢歹<E89DA2>雿<EFBFBD>CT韐券<E99F90>擃?
+   <EFBFBD>?
 4. 蝟餌<E89D9F>霈啣<E99C88>獢<EFBFBD><E78DA2>
-   ↓
+   <EFBFBD>?
 5. 銝𧢲活蝑偦<E89D91>㗇𧒄嚗<F0A79284><E59A97>甇斗<E79487>靘衤<E99D98>銝慚ew-shot蝷箔<E89DB7><E7AE94>惩<EFBFBD>Prompt
 ```

@@ -255,7 +255,7 @@ POST /api/v1/asl/generate-prompt
  },
  aiDecision: 'exclude';
  userDecision: 'include';
-  userReason: '虽然是欧美人群，但RCT质量高';
+  userReason: '<EFBFBD>賜<EFBFBD><EFBFBD>舀洹蝢𦒘犖蝢歹<EFBFBD>雿<EFBFBD>CT韐券<EFBFBD>擃?;
  picoCriteria: {...};  // 敶𤘪𧒄<F0A498AA><F0A79284>ICOS
  createdAt: Date;
 }
@@ -263,7 +263,7 @@ POST /api/v1/asl/generate-prompt

 **Prompt憓𧼮撩**:
 ```
-## 参考案例（Few-shot示例）
+## <EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>靘页<EFBFBD>Few-shot蝷箔<EFBFBD>嚗?

 隞乩<EFBFBD><EFBFBD>舀<EFBFBD>銋见<EFBFBD>蝥䭾迤<EFBFBD><EFBFBD><EFBFBD>靘页<EFBFBD>霂瑕<EFBFBD><EFBFBD><EFBFBD><EFBFBD>

@@ -271,14 +271,14 @@ POST /api/v1/asl/generate-prompt
 <EFBFBD><EFBFBD><EFBFBD>: TICA-CLOP STUDY...
 AI<EFBFBD>斗鱏: Exclude嚗<65><E59A97>銝箏<E98A9D><E7AE8F>硺犖蝢歹<E89DA2>
 <EFBFBD>函<EFBFBD><EFBFBD>喟<EFBFBD>: Include
-您的理由: 虽然是北非人群，但RCT质量高，方法有参考价值
-→ 启示: 地域要求可以灵活，如果研究质量高
+<EFBFBD>函<EFBFBD><EFBFBD><EFBFBD>眏: <20>賜<EFBFBD><E8B39C>臬<EFBFBD><E887AC>硺犖蝢歹<E89DA2>雿<EFBFBD>CT韐券<E99F90>擃矋<E69383><E79F8B>寞<EFBFBD><E5AF9E>匧<EFBFBD><E58CA7><EFBFBD>遠<EFBFBD>?
+<EFBFBD>?<3F>舐內: <20>啣<EFBFBD>閬<EFBFBD><E996AC><EFBFBD>臭誑<E887AD>菜暑嚗<E69A91><E59A97><EFBFBD>𦦵<EFBFBD>蝛嗉捶<E59789>誯<EFBFBD>

 獢<EFBFBD><EFBFBD>2:
 ...
 ```

-**实现复杂度**: 中等（需要案例库管理）
+**摰䂿緵憭齿<EFBFBD>摨?*: 銝剔<E98A9D>嚗<EFBFBD><E59A97>閬<EFBFBD><E996AC>靘见<E99D98>蝞∠<E89D9E>嚗?

 ---

@@ -288,21 +288,21 @@ AI判断: Exclude（因为北非人群）

 **瘚<><E7989A>**:
 ```
-1. 用户上传10篇测试文献（5篇纳入 + 5篇排除）
-   ↓
+1. <EFBFBD>冽<EFBFBD>銝𠹺<EFBFBD>10蝭<EFBFBD><EFBFBD>霂閙<EFBFBD><EFBFBD>殷<EFBFBD>5蝭<EFBFBD>熙<EFBFBD>?+ 5蝭<35><E89DAD><EFBFBD>歹<EFBFBD>
+   <EFBFBD>?
 2. <20>冽<EFBFBD><E586BD>鞟<EFBFBD><E99E9F><EFBFBD>釣: Include/Exclude + <20><>眏
-   ↓
-3. AI学习用户的判断模式
-   ↓
+   <EFBFBD>?
+3. AI摮虫<EFBFBD><EFBFBD>冽<EFBFBD><EFBFBD><EFBFBD>ế<EFBFBD>剜芋撘?
+   <EFBFBD>?
 4. <20><><EFBFBD>摰𡁜<E691B0><F0A1819C>鞛rompt
-   ↓
-5. 用于正式筛选
+   <EFBFBD>?
+5. <EFBFBD>其<EFBFBD>甇<EFBFBD><EFBFBD>蝑偦<EFBFBD>?
 ```

 **<EFBFBD>屸𢒰**:
 ```jsx
 <TestMode>
-  <Upload>上传10篇测试文献（Excel/JSON）</Upload>
+  <Upload>銝𠹺<EFBFBD>10蝭<EFBFBD><EFBFBD>霂閙<EFBFBD><EFBFBD>殷<EFBFBD>Excel/JSON嚗?/Upload>
  
  <Table>
    {testCases.map(lit => (
@@ -315,7 +315,7 @@ AI判断: Exclude（因为北非人群）
          </Radio.Group>
        </td>
        <td>
-          <Input.TextArea placeholder="请说明理由" />
+          <Input.TextArea placeholder="霂瑁秩<EFBFBD>𡒊<EFBFBD><EFBFBD>? />
        </td>
      </Row>
    ))}
@@ -333,55 +333,55 @@ AI判断: Exclude（因为北非人群）

 1. <20>啣<EFBFBD><E595A3>菜暑<E88F9C>改<EFBFBD>
   - 獢<><E78DA2>1嚗<31><E59A97><EFBFBD>冚CT嚗争<E59A97> 蝥喳<E89DA5>
-   - 案例3（欧洲队列）→ 排除
-   → 结论: 只要是RCT就可接受非亚洲人群
+   - 獢<EFBFBD><EFBFBD>3嚗<EFBFBD>洹瘣脤<EFBFBD><EFBFBD>梹<EFBFBD><EFBFBD>?<3F>㘾膄
+   <EFBFBD>?蝏栞捏: <20>芾<EFBFBD><E88ABE>爹CT撠勗虾<E58B97>亙<EFBFBD><E4BA99>硺<EFBFBD>瘣脖犖蝢?

-2. 研究类型：
+2. <EFBFBD>𠉛弦蝐餃<EFBFBD>嚗?
   - 獢<><E78DA2>2嚗㇈eta<74><61><EFBFBD>嚗争<E59A97> 蝥喳<E89DA5>
-   - 案例5（传统综述）→ 排除
-   → 结论: Meta分析可接受，传统综述排除
+   - 獢<EFBFBD><EFBFBD>5嚗<EFBFBD><EFBFBD>蝏毺遞餈堆<EFBFBD><EFBFBD>?<3F>㘾膄
+   <EFBFBD>?蝏栞捏: Meta<EFBFBD><EFBFBD><EFBFBD><EFBFBD>舀𦻖<EFBFBD>梹<EFBFBD>隡删<EFBFBD>蝏潸膩<EFBFBD>㘾膄

-3. 时间要求：
-   - 案例4（2019年发表）→ 排除
-   → 结论: 严格执行2020年后要求
+3. <EFBFBD>園𡢿閬<EFBFBD><EFBFBD>嚗?
+   - 獢<EFBFBD><EFBFBD>4嚗?019撟游<E6929F>銵剁<E98AB5><E58981>?<3F>㘾膄
+   <EFBFBD>?蝏栞捏: 銝交聢<E4BAA4>扯<EFBFBD>2020撟游<E6929F>閬<EFBFBD><E996AC>
 ```

-**实现复杂度**: 高（需要模式识别）
+**摰䂿緵憭齿<EFBFBD>摨?*: 擃矋<E69383><E79F8B><EFBFBD>閬<EFBFBD>芋撘讛<E69298><E8AE9B>恬<EFBFBD>

 ---

-### 功能3: Prompt模板库 📚
+### <EFBFBD>蠘<EFBFBD>3: Prompt璅⊥踎摨?<3F><>

 **<EFBFBD>蠘<EFBFBD>**:
- 保存用户生成的Prompt为模板
+- 靽嘥<EFBFBD><EFBFBD>冽<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>rompt銝箸芋<EFBFBD>?
 - 銝𧢲活<F0A7A2B2>臭誑<E887AD>湔𦻖憭滨鍂
- 可以分享给团队成员
+- <EFBFBD>臭誑<EFBFBD><EFBFBD>澈蝏坔𣪧<EFBFBD><EFBFBD><EFBFBD><EFBFBD>?

-**实现复杂度**: 低
+**摰䂿緵憭齿<EFBFBD>摨?*: 雿?

 ---

-### 2.0开发清单
+### 2.0撘<EFBFBD><EFBFBD>烐<EFBFBD><EFBFBD>?

-| 功能 | 估时 | 优先级 | 依赖 |
+| <EFBFBD>蠘<EFBFBD> | 隡唳𧒄 | 隡睃<E99AA1>蝥?| 靘肽<E99D98> |
 |------|------|--------|------|
-| Few-shot学习 | 3天 | P1 | MVP完成 |
-| 测试模式 | 5天 | P2 | MVP完成 |
-| Prompt模板库 | 2天 | P1 | MVP完成 |
+| Few-shot摮虫<EFBFBD> | 3憭?| P1 | MVP摰峕<EFBFBD> |
+| 瘚贝<EFBFBD>璅∪<EFBFBD> | 5憭?| P2 | MVP摰峕<EFBFBD> |
+| Prompt璅⊥踎摨?| 2憭?| P1 | MVP摰峕<EFBFBD> |

-**总计**: 2周
+**<EFBFBD>餉恣**: 2<EFBFBD>?

 ---

-## 技术实现细节
+## <EFBFBD><EFBFBD><EFBFBD>臬<EFBFBD><EFBFBD>啁<EFBFBD><EFBFBD>?

 ### 1. AI<41><49><EFBFBD>PICOS<4F><53>rompt

 ```typescript
 const analyzePrompt = `
-你是医学文献筛选专家。用户提供了PICOS标准和纳排标准，请分析并生成：
+雿䭾糓<EFBFBD>餃郎<EFBFBD><EFBFBD>讃蝑偦<EFBFBD>劐<EFBFBD>摰嗚<EFBFBD><EFBFBD>鍂<EFBFBD>瑟<EFBFBD>靘𥕢<EFBFBD>PICOS<EFBFBD><EFBFBD><EFBFBD><EFBFBD>𣬚熙<EFBFBD>埝<EFBFBD><EFBFBD><EFBFBD><EFBFBD>霂瑕<EFBFBD><EFBFBD>𣂼僎<EFBFBD><EFBFBD><EFBFBD>嚗?

-【用户输入】
+<EFBFBD>鞟鍂<EFBFBD>瑁<EFBFBD><EFBFBD>乓<EFBFBD>?
 鈭箇黎: ${population}
 撟脤<EFBFBD>: ${intervention}
 撖寧<EFBFBD>: ${comparison}
@@ -394,16 +394,16 @@ ${inclusionCriteria}
 <EFBFBD>㘾膄<EFBFBD><EFBFBD><EFBFBD>:
 ${exclusionCriteria}

-【分析任务】
+<EFBFBD>𣂼<EFBFBD><EFBFBD>𣂷遙<EFBFBD>～<EFBFBD>?
 1. <20>𣂼<EFBFBD>敹<EFBFBD>◆蝥喳<E89DA5><E596B3><EFBFBD>瓲敹<E793B2><E695B9>蝝𩤃<E89D9D>3-5<>∴<EFBFBD>
 2. <20>𣂼<EFBFBD>敹<EFBFBD>◆<EFBFBD>㘾膄<E398BE><E88684><EFBFBD>蝝𩤃<E89D9D>3-5<>∴<EFBFBD>
 3. 霂<><E99C82>璅∠<E79285><E288A0><EFBFBD>器<EFBFBD>峕<EFBFBD><E5B395>蛛<EFBFBD>5-8銝迎<E98A9D>嚗峕<E59A97>銝芾器<E88ABE>峕<EFBFBD><E5B395>萄<EFBFBD><E89084>穿<EFBFBD>
   - <20>瑚<EFBFBD><E7919A>桅<EFBFBD><E6A185>讛膩
-   - 你的建议（include/exclude/uncertain）
+   - 雿删<EFBFBD>撱箄悅嚗ǎnclude/exclude/uncertain嚗?
   - 撱箄悅<E7AE84><E68285>眏

-【输出格式】
-严格JSON格式：
+<EFBFBD>鞱<EFBFBD><EFBFBD>箸聢撘譌<EFBFBD>?
+銝交聢JSON<EFBFBD>澆<EFBFBD>嚗?
 {
  "mustInclude": ["閬<><E996AC>1", "閬<><E996AC>2", ...],
  "mustExclude": ["閬<><E996AC>1", "閬<><E996AC>2", ...],
@@ -435,24 +435,24 @@ function generateCustomPrompt(
  // <20>箇<EFBFBD>Prompt嚗<74><E59A97><EFBFBD><EFBFBD><EFBFBD>璅⊥踎撘<E8B88E>憪页<E686AA>
  let prompt = getStandardPromptTemplate();
  
-  // 注入用户确认的边界规则
+  // 瘜典<EFBFBD><EFBFBD>冽<EFBFBD>蝖株恕<EFBFBD><EFBFBD>器<EFBFBD>諹<EFBFBD><EFBFBD>?
  const boundaryRulesSection = `
-## ⭐ 特殊边界规则（基于您的确认）
+## 潃?<3F>寞<EFBFBD>颲寧<E9A2B2>閫<EFBFBD><E996AB>嚗<EFBFBD>抅鈭擧<E988AD><E693A7><EFBFBD>＆霈歹<E99C88>

 ${userConfirmedRules.map((rule, index) => `
 ${index + 1}. ${rule.category}:
   - <20><><EFBFBD>閫<EFBFBD><E996AB>: ${rule.standardRule}
-   - 您的确认: ${rule.userDecision === 'include' ? '✅ 可以纳入' : '❌ 必须排除'}
+   - <EFBFBD>函<EFBFBD>蝖株恕: ${rule.userDecision === 'include' ? '<EFBFBD>?<3F>臭誑蝥喳<E89DA5>' : '<EFBFBD>?敹<>◆<EFBFBD>㘾膄'}
   - <20>瑚<EFBFBD><E7919A><EFBFBD><EFBFBD>: ${rule.situation}
 `).join('\n')}

-⚠️ 请严格遵守以上特殊规则，这些是用户明确确认的判断标准。
+<EFBFBD>𩤃<EFBFBD> 霂瑚艇<E7919A>潮<EFBFBD>摰<EFBFBD>誑銝羓鸌畾𡃏<E795BE><F0A1838F>辷<EFBFBD>餈嗘<E9A488><E59798>舐鍂<E88890>瑟<EFBFBD>蝖桃＆霈斤<E99C88><E696A4>斗鱏<E69697><E9B18F><EFBFBD><EFBFBD>?
 `;

-  // 将边界规则插入到Prompt的合适位置
+  // 撠<EFBFBD>器<EFBFBD>諹<EFBFBD><EFBFBD>蹱<EFBFBD><EFBFBD>亙<EFBFBD>Prompt<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>蝵?
  prompt = prompt.replace(
-    '## 筛选任务',
-    boundaryRulesSection + '\n\n## 筛选任务'
+    '## 蝑偦<EFBFBD>劐遙<EFBFBD>?,
+    boundaryRulesSection + '\n\n## 蝑偦<EFBFBD>劐遙<EFBFBD>?
  );
  
  return prompt;
@@ -461,7 +461,7 @@ ${index + 1}. ${rule.category}:

 ---

-### 3. 数据库设计
+### 3. <EFBFBD>唳旿摨栞挽霈?

 **<EFBFBD>啗”: prompt_configurations**

@@ -484,9 +484,9 @@ CREATE TABLE asl_schema.prompt_configurations (
  
  -- <20><><EFBFBD><EFBFBD><EFBFBD>rompt
  generated_prompt TEXT NOT NULL,
-  final_prompt TEXT NOT NULL,  -- 用户编辑后的最终版本
+  final_prompt TEXT NOT NULL,  -- <EFBFBD>冽<EFBFBD>蝻𤥁<EFBFBD><EFBFBD>𡒊<EFBFBD><EFBFBD><EFBFBD>蝏<EFBFBD><EFBFBD><EFBFBD>?
  
-  -- 元数据
+  -- <EFBFBD><EFBFBD>㺭<EFBFBD>?
  version VARCHAR(20) DEFAULT 'v1.0',
  is_template BOOLEAN DEFAULT false,
  template_name VARCHAR(100),
@@ -496,7 +496,7 @@ CREATE TABLE asl_schema.prompt_configurations (
 );
 ```

-**新表: few_shot_cases**（2.0阶段）
+**<EFBFBD>啗”: few_shot_cases**嚗?.0<EFBFBD>嗆挾嚗?

 ```sql
 CREATE TABLE asl_schema.few_shot_cases (
@@ -517,7 +517,7 @@ CREATE TABLE asl_schema.few_shot_cases (
  user_decision VARCHAR(20) NOT NULL,
  user_reason TEXT NOT NULL,
  
-  -- PICOS上下文
+  -- PICOS銝𠹺<EFBFBD><EFBFBD>?
  pico_criteria JSONB NOT NULL,
  
  created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
@@ -584,7 +584,7 @@ Request:
    {
      "ambiguityId": 1,
      "userDecision": "include",  // include/exclude/uncertain
-      "userNote": "虽然不是亚洲人群，但RCT质量高"  // 可选
+      "userNote": "<EFBFBD>賜<EFBFBD>銝齿糓鈭𡁏散鈭箇黎嚗䔶<EFBFBD>RCT韐券<EFBFBD>擃?  // <EFBFBD>舫<EFBFBD>?
    }
  ]
 }
@@ -610,7 +610,7 @@ Request:
  "configId": "uuid",
  "finalPrompt": "<22>冽<EFBFBD>蝻𤥁<E89DBB><F0A4A581>𡒊<EFBFBD>Prompt...",
  "saveAsTemplate": false,
-  "templateName": ""  // 如果保存为模板
+  "templateName": ""  // 憒<EFBFBD><EFBFBD>靽嘥<EFBFBD>銝箸芋<EFBFBD>?
 }

 Response:
@@ -625,7 +625,7 @@ Response:

 ---

-#### 4. 使用自定义Prompt筛选
+#### 4. 雿輻鍂<EFBFBD>芸<EFBFBD>銋侨rompt蝑偦<EFBFBD>?

 ```
 POST /api/v1/asl/screen/literature
@@ -645,14 +645,14 @@ Response:
    "literatureId": "uuid",
    "finalDecision": "pending",
    
-    // ⭐ 关键：两个模型的详细结果
+    // 潃?<3F>喲睸嚗帋舅銝芣芋<E88AA3>讠<EFBFBD>霂衣<E99C82>蝏𤘪<E89D8F>
    "model1": {
      "modelName": "DeepSeek-V3",
      "conclusion": "exclude",
      "confidence": 0.92,
      "judgment": {...},
      "evidence": {...},
-      "reason": "完整的排除理由..."  // ⭐
+      "reason": "摰峕㟲<EFBFBD><EFBFBD><EFBFBD><EFBFBD>斤<EFBFBD><EFBFBD>?.."  // 潃?
    },
    "model2": {
      "modelName": "Qwen-Max",
@@ -660,7 +660,7 @@ Response:
      "confidence": 0.85,
      "judgment": {...},
      "evidence": {...},
-      "reason": "完整的纳入理由..."  // ⭐
+      "reason": "摰峕㟲<EFBFBD><EFBFBD>熙<EFBFBD>亦<EFBFBD><EFBFBD>?.."  // 潃?
    },
    
    "hasConflict": true,
@@ -685,7 +685,7 @@ Request:
  "aiDecision": "exclude",
  "aiReason": "...",
  "userDecision": "include",
-  "userReason": "虽然是欧美人群，但..."
+  "userReason": "<EFBFBD>賜<EFBFBD><EFBFBD>舀洹蝢𦒘犖蝢歹<EFBFBD>雿?.."
 }

 Response:
@@ -726,28 +726,28 @@ Response:

 ### MVP瘚贝<E7989A>

-**测试数据**: 卒中研究（已有5篇）
+**瘚贝<EFBFBD><EFBFBD>唳旿**: <EFBFBD>雴葉<EFBFBD>𠉛弦嚗<EFBFBD>歇<EFBFBD>?蝭<><E89DAD>

 **瘚贝<E7989A><E8B49D>箸艶**:

 1. **<EFBFBD>箸艶1: 甇<>虜瘚<E8999C><E7989A>**
-   - 输入PICOS → AI分析 → 用户确认 → 生成Prompt → 筛选
+   - 颲枏<EFBFBD>PICOS <EFBFBD>?AI<41><49><EFBFBD> <20>?<3F>冽<EFBFBD>蝖株恕 <20>?<3F><><EFBFBD>Prompt <EFBFBD>?蝑偦<E89D91>?
   - 撉諹<E69289>嚗帋舅銝芣芋<E88AA3>讠<EFBFBD><E8AEA0><EFBFBD>眏<EFBFBD>臬炏摰峕㟲<E5B395>曄內

 2. **<EFBFBD>箸艶2: 颲寧<E9A2B2><E5AFA7><EFBFBD><EFBFBD>蝖株恕**
-   - 用户确认"欧美RCT可纳入" → 验证Prompt中是否包含此规则
-   - 验证：实际筛选时是否遵守此规则
+   - <EFBFBD>冽<EFBFBD>蝖株恕"甈抒<E79488>RCT<43>舐熙<E88890>? <20>?撉諹<E69289>Prompt銝剜糓<E5899C>血<EFBFBD><E8A180>急迨閫<E8BFA8><E996AB>
+   - 撉諹<EFBFBD>嚗𡁜<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>㗇𧒄<EFBFBD>臬炏<EFBFBD>萄<EFBFBD>甇方<EFBFBD><EFBFBD>?

 3. **<EFBFBD>箸艶3: <20>冽<EFBFBD>蝻𤥁<E89DBB>Prompt**
-   - 用户修改生成的Prompt → 验证修改是否生效
+   - <EFBFBD>冽<EFBFBD>靽格㺿<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>rompt <20>?撉諹<E69289>靽格㺿<E6A0BC>臬炏<E887AC><E7828F><EFBFBD>

 4. **<EFBFBD>箸艶4: 璅∪<E79285><E288AA>脩<EFBFBD>**
-   - 验证：两个模型判断不一致时，理由是否清晰展示
+   - 撉諹<EFBFBD>嚗帋舅銝芣芋<EFBFBD>见ế<EFBFBD>凋<EFBFBD>銝<EFBFBD><EFBFBD>湔𧒄嚗𣬚<EFBFBD><EFBFBD>望糓<EFBFBD>行<EFBFBD><EFBFBD>啣<EFBFBD>蝷?

 **瘚贝<E7989A><E8B49D><EFBFBD><EFBFBD>**:
- Prompt生成准确率: >90%
- 用户满意度: >80%
- 理由展示完整性: 100%
+- Prompt<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>＆<EFBFBD>? >90%
+- <EFBFBD>冽<EFBFBD>皛⊥<EFBFBD>摨? >80%
+- <EFBFBD><EFBFBD>眏撅閧內摰峕㟲<EFBFBD>? 100%

 ---

@@ -756,11 +756,11 @@ Response:
 **瘚贝<E7989A><E8B49D>箸艶**:

 1. **Few-shot摮虫<E691AE>**
-   - 用户纠正3个案例 → 验证Prompt中是否包含这些案例
-   - 验证：新的筛选是否改进
+   - <EFBFBD>冽<EFBFBD>蝥䭾迤3銝芣<EFBFBD>靘?<3F>?撉諹<E69289>Prompt銝剜糓<E5899C>血<EFBFBD><E8A180>怨<EFBFBD>鈭𥟇<E988AD>靘?
+   - 撉諹<EFBFBD>嚗𡁏鰵<EFBFBD><EFBFBD><EFBFBD><EFBFBD>㗇糓<EFBFBD>行㺿餈?

 2. **瘚贝<E7989A>璅∪<E79285>**
-   - 用户标注10篇 → AI分析模式 → 生成Prompt
+   - <EFBFBD>冽<EFBFBD><EFBFBD><EFBFBD>釣10蝭?<3F>?AI<41><49><EFBFBD>璅∪<E79285> <20>?<3F><><EFBFBD>Prompt
   - 撉諹<E69289>嚗𡁶<E59A97><F0A181B6>鞟<EFBFBD>Prompt<70>臬炏蝚血<E89D9A><E8A180>冽<EFBFBD><E586BD>誩末

 ---
@@ -771,44 +771,44 @@ Response:

 | <20><><EFBFBD> | <20>格<EFBFBD> |
 |------|------|
-| Prompt生成准确率 | >90% |
+| Prompt<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>＆<EFBFBD>?| >90% |
 | <20>冽<EFBFBD>摰峕<E691B0><E5B395>滨蔭<E6BBA8>園𡢿 | <5<><35><EFBFBD> |
-| 理由展示完整性 | 100% |
-| 模型冲突识别率 | 100% |
-| 用户满意度 | >80% |
+| <EFBFBD><EFBFBD>眏撅閧內摰峕㟲<EFBFBD>?| 100% |
+| 璅∪<EFBFBD><EFBFBD>脩<EFBFBD>霂<EFBFBD><EFBFBD><EFBFBD>?| 100% |
+| <EFBFBD>冽<EFBFBD>皛⊥<EFBFBD>摨?| >80% |

 ### 2.0<EFBFBD>嗆挾

 | <20><><EFBFBD> | <20>格<EFBFBD> |
 |------|------|
-| Few-shot改进准确率 | +15% |
-| 测试模式匹配度 | >85% |
-| Prompt模板复用率 | >60% |
+| Few-shot<EFBFBD>寡<EFBFBD><EFBFBD><EFBFBD>＆<EFBFBD>?| +15% |
+| 瘚贝<EFBFBD>璅∪<EFBFBD><EFBFBD>寥<EFBFBD>摨?| >85% |
+| Prompt璅⊥踎憭滨鍂<EFBFBD>?| >60% |

 ---

-## 风险与应对
+## 憌𡡞埯銝𤾸<EFBFBD>撖?

 ### 憌𡡞埯1: LLM<4C><4D><EFBFBD><EFBFBD><EFBFBD>器<EFBFBD>屸䔮憸䁅捶<E48185>譍<EFBFBD>蝔喳<E89D94>

 **摨𥪜笆**: 
 - 雿輻鍂Few-shot Prompt
 - 鈭箏極摰⊥瓲撣貉<E692A3>颲寧<E9A2B2><E5AFA7><EFBFBD><EFBFBD>
- 提供默认边界问题库
+- <EFBFBD>𣂷<EFBFBD>暺䁅恕颲寧<EFBFBD><EFBFBD>桅<EFBFBD>摨?

 ### 憌𡡞埯2: <20>冽<EFBFBD>銝齿<E98A9D><E9BDBF>讛<EFBFBD><E8AE9B>園𡢿蝖株恕

 **摨𥪜笆**:
- 只显示5个高优先级问题
+- <EFBFBD>芣遬蝷?銝芷<E98A9D>隡睃<E99AA1>蝥折䔮憸?
 - <20>嗡<EFBFBD>雿輻鍂AI暺䁅恕撱箄悅
- 提供"快速模式"（跳过确认）
+- <EFBFBD>𣂷<EFBFBD>"敹恍<E695B9><E6818D>芋撘?嚗<>歲餈<E6ADB2>＆霈歹<E99C88>

-### 风险3: 两个模型理由过长，难以对比
+### 憌𡡞埯3: 銝支葵璅∪<E79285><E288AA><EFBFBD>眏餈<E79C8F>鵭嚗屸𠗕隞亙笆瘥?

 **摨𥪜笆**:
- 提取理由关键句（前100字）
+- <EFBFBD>𣂼<EFBFBD><EFBFBD><EFBFBD>眏<EFBFBD>喲睸<EFBFBD>伐<EFBFBD><EFBFBD>?00摮梹<E691AE>
 - <20>𣂷<EFBFBD>撅訫<E69285>/<2F>嗉絲<E59789>厰僼
- 高亮冲突点
+- 擃䀝漁<EFBFBD>脩<EFBFBD><EFBFBD>?

 ---

@@ -816,14 +816,14 @@ Response:

 ### MVP<56>詨<EFBFBD>嚗<EFBFBD><E59A97><EFBFBD>𡄯<EFBFBD>

-1. ✅ PICOS输入表单
-2. ✅ AI分析与边界问题生成
-3. ✅ 用户确认界面
-4. ✅ 自动生成Prompt
-5. ✅ Prompt编辑器
-6. ✅ **显示两个模型的完整理由** ⭐
+1. <EFBFBD>?PICOS颲枏<EFBFBD>銵典<EFBFBD>
+2. <EFBFBD>?AI<41><49><EFBFBD>銝舘器<E88898>屸䔮憸条<E686B8><E69DA1>?
+3. <EFBFBD>?<3F>冽<EFBFBD>蝖株恕<E6A0AA>屸𢒰
+4. <EFBFBD>?<3F>芸𢆡<E88AB8><F0A286A1><EFBFBD>Prompt
+5. <EFBFBD>?Prompt蝻𤥁<EFBFBD><EFBFBD>?
+6. <EFBFBD>?**<2A>曄內銝支葵璅∪<E79285><E288AA><EFBFBD><EFBFBD><EFBFBD>渡<EFBFBD><E6B8A1>?* 潃?

-**开发时间**: 2周
+**撘<EFBFBD><EFBFBD>烐𧒄<EFBFBD>?*: 2<EFBFBD>?

 ---

@@ -831,20 +831,20 @@ Response:

 1. <20>睸 Few-shot<6F>芸𢆡摮虫<E691AE>
 2. <20>妒 瘚贝<E7989A>璅∪<E79285>
-3. 📚 Prompt模板库
+3. <EFBFBD><EFBFBD> Prompt璅⊥踎摨?

-**开发时间**: 2周
+**撘<EFBFBD><EFBFBD>烐𧒄<EFBFBD>?*: 2<EFBFBD>?

 ---

-**原则**: MVP先做到简单可用，2.0再做智能化
+**<EFBFBD>笔<EFBFBD>**: MVP<EFBFBD><EFBFBD><EFBFBD><EFBFBD>啁<EFBFBD><EFBFBD>訫虾<EFBFBD>剁<EFBFBD>2.0<EFBFBD>滚<EFBFBD><EFBFBD>箄<EFBFBD><EFBFBD>?

-**下一步**: 开始MVP阶段开发
+**銝衤<EFBFBD>甇?*: 撘<>憪𨳒VP<56>嗆挾撘<E68CBE><E69298>?

 ---

 **<EFBFBD><EFBFBD>﹝<EFBFBD><EFBFBD>𧋦**: v1.0  
-**作者**: AI Assistant  
+**雿𡏭<EFBFBD>?*: AI Assistant  
 **摰⊥瓲**: [敺<>鍂<EFBFBD>瑞＆霈也  
 **<EFBFBD>交<EFBFBD>**: 2025-11-18