# AI模块类名修改指南

## 需要修改的类名

### 模型类 (src/models/ai_analysis.py)
- `CompetitorAnalysisResult` → `CompetitorKeywordAnalysisResult`
- `MarketingCopyResult` → `MarketingCopyAnalysisResult`

### 处理器类 (src/ai/ai_executor/analyzers.py)
- `CompetitorAnalyzer` → `CompetitorKeywordAnalyzer` 
- `MarketingCopyGenerator` → `MarketingCopyAnalyzer`

## 具体修改步骤

1. 修改`src/models/ai_analysis.py`:
```python
class CompetitorKeywordAnalysisResult(BaseAIExecution):
    # 原CompetitorAnalysisResult内容不变

class MarketingCopyAnalysisResult(BaseAIExecution):
    # 原MarketingCopyResult内容不变
```

2. 修改`src/ai/ai_executor/analyzers.py`:
```python
class CompetitorKeywordAnalyzer(AITaskHandler):
    # 原CompetitorAnalyzer内容不变

class MarketingCopyAnalyzer(AITaskHandler):
    # 原MarketingCopyGenerator内容不变
```

3. 更新`src/ai/ai_executor/factory.py`中的映射:
```python
_handler_map: Dict[AITaskType, Type[AITaskHandler]] = {
    AITaskType.MARKETING_COPY: MarketingCopyAnalyzer,
    AITaskType.COMPETITOR_ANALYSIS: CompetitorKeywordAnalyzer
}
```

4. 更新`src/ai/ai_executor/__init__.py`中的导出:
```python
__all__ = [
    # ...
    "CompetitorKeywordAnalyzer",
    "MarketingCopyAnalyzer",
    # ...
]
```

## 注意事项
1. 数据库集合名称保持不变
2. 枚举值AITaskType保持不变
3. 不影响现有数据存储结构
4. 需要同步更新所有引用点