from sqlalchemy import text, Float, Index, Integer, Text, func from sqlalchemy.orm import Mapped, mapped_column from app.models.base import Base class SemanticCache(Base): __tablename__ = "semantic_cache" cache_key: Mapped[str] = mapped_column(Text, primary_key=True) model: Mapped[str] = mapped_column(Text, nullable=False, default="") query_text: Mapped[str] = mapped_column(Text, nullable=False, default="") response: Mapped[str] = mapped_column(Text, nullable=False) embedding: Mapped[str] = mapped_column(Text, nullable=False, default="[]") created_at: Mapped[float] = mapped_column( Float, server_default=func.extract("epoch", func.now()) ) expires_at: Mapped[float] = mapped_column(Float, nullable=False) hit_count: Mapped[int] = mapped_column(Integer, default=0) __table_args__ = ( Index("idx_semantic_cache_expires", "expires_at"), Index("idx_semantic_cache_model", "model"), )