import uuid from pgvector.sqlalchemy import Vector from sqlalchemy import ForeignKey, Integer, Text from sqlalchemy.dialects.postgresql import UUID from sqlalchemy.orm import Mapped, mapped_column from app.db import Base from app.models.rulebook_chunk import EMBEDDING_DIM class AdventureChunk(Base): __tablename__ = "adventure_chunks" id: Mapped[uuid.UUID] = mapped_column( UUID(as_uuid=True), primary_key=True, default=uuid.uuid4 ) game_id: Mapped[uuid.UUID] = mapped_column( UUID(as_uuid=True), ForeignKey("games.id", ondelete="CASCADE"), nullable=False, index=True ) chunk_index: Mapped[int] = mapped_column(Integer, nullable=False) content: Mapped[str] = mapped_column(Text, nullable=False) embedding: Mapped[list[float]] = mapped_column(Vector(EMBEDDING_DIM), nullable=False)