from datetime import datetime from decimal import Decimal from typing import Any from sqlalchemy import JSON, BigInteger, DateTime, Integer, Numeric, SmallInteger, String, Text from sqlalchemy.orm import Mapped, mapped_column from app.model.base import Base class ConversationMessage(Base): __tablename__ = "conversation_message" id: Mapped[int] = mapped_column(BigInteger, primary_key=True) session_id: Mapped[str] = mapped_column(String(64), nullable=False) message_no: Mapped[int | None] = mapped_column(Integer) customer_id: Mapped[int | None] = mapped_column(BigInteger) portal: Mapped[str] = mapped_column(String(32), nullable=False) role: Mapped[str] = mapped_column(String(16), nullable=False) content: Mapped[str] = mapped_column(Text, nullable=False) tool_calls: Mapped[dict[str, Any] | None] = mapped_column(JSON) trace_id: Mapped[str | None] = mapped_column(String(64)) intent: Mapped[str | None] = mapped_column(String(32)) confidence: Mapped[Decimal | None] = mapped_column(Numeric(5, 4)) source_references: Mapped[list[dict[str, Any]] | None] = mapped_column(JSON) created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False) class ConversationFeedback(Base): __tablename__ = "conversation_feedback" id: Mapped[int] = mapped_column(BigInteger, primary_key=True) feedback_no: Mapped[str] = mapped_column(String(32), unique=True, nullable=False) session_id: Mapped[str] = mapped_column(String(64), nullable=False) message_id: Mapped[int] = mapped_column(BigInteger, nullable=False) customer_id: Mapped[int | None] = mapped_column(BigInteger) rating: Mapped[int] = mapped_column(SmallInteger, nullable=False) feedback_type: Mapped[str | None] = mapped_column(String(32)) feedback_content: Mapped[str | None] = mapped_column(String(1000)) status: Mapped[str] = mapped_column(String(16), nullable=False, default="open") created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False) updated_at: Mapped[datetime] = mapped_column(DateTime, nullable=False)