"""Quality assessment schemas (integer IDs, SQLite-compatible).""" from __future__ import annotations from typing import Any, Dict, List from pydantic import BaseModel class QualityAssessment(BaseModel): id: int receipt_id: int overall_score: float is_acceptable: bool metrics: Dict[str, Any] = {} improvement_suggestions: List[str] = [] created_at: str model_config = {"from_attributes": True}