""" 场景优化模块的数据模型 """ from typing import Optional, List from pydantic import BaseModel, Field # ==================== 请求模型 ==================== class ScenarioOptimizationRequest(BaseModel): """场景优化请求""" existing_scenarios: List[dict] = Field(..., description="存量场景列表") data_assets: List[dict] = Field(default_factory=list, description="数据资产列表") company_info: Optional[dict] = Field(None, description="企业信息") scenario_screenshots: Optional[List[str]] = Field( default_factory=list, description="场景截图列表(Base64 编码的图片数据)" ) # ==================== 响应模型 ==================== class OptimizationSuggestion(BaseModel): """优化建议""" scenario_name: str = Field(..., description="场景名称") current_status: str = Field(..., description="当前状态") suggestions: List[str] = Field(..., description="建议列表") potential_value: str = Field(..., description="潜在价值") class ScenarioOptimizationResponse(BaseModel): """场景优化响应""" optimization_suggestions: List[OptimizationSuggestion] = Field(..., description="优化建议列表") generation_time: float = Field(..., ge=0, description="生成耗时(秒)") model_used: str = Field(..., description="使用的大模型")