from pydantic import BaseModel, Field from typing import List class TextPredictionRequest(BaseModel): text: str = Field(..., example="This is a sample text to classify") class PredictionResponse(BaseModel): predicted_class: int = Field(..., description="0 = Real, 1 = AI", example=0) confidence: float = Field(..., ge=0.0, le=1.0)