"""RAG 问答记录模型。""" from __future__ import annotations from typing import Any, Optional from sqlalchemy import BigInteger, ForeignKey, Integer, Text, VARCHAR from sqlalchemy.orm import Mapped, mapped_column from .base import Base from .types import JSONB class QARecord(Base): __tablename__ = "qa_records" id: Mapped[int] = mapped_column(Integer, primary_key=True, autoincrement=True) question: Mapped[str] = mapped_column(Text, nullable=False) answer: Mapped[str] = mapped_column(Text, nullable=False) sources: Mapped[Optional[Any]] = mapped_column(JSONB, nullable=True) intent: Mapped[str] = mapped_column(VARCHAR(20), nullable=False, default="question") domains_used: Mapped[Optional[Any]] = mapped_column(JSONB, nullable=True) response_time_ms: Mapped[Optional[int]] = mapped_column(Integer, nullable=True) asked_by: Mapped[Optional[int]] = mapped_column(BigInteger, nullable=True, index=True) asked_via: Mapped[str] = mapped_column(VARCHAR(20), nullable=False, default="pmflow", index=True) project_id: Mapped[Optional[int]] = mapped_column(BigInteger, nullable=True, index=True) session_id: Mapped[Optional[int]] = mapped_column( Integer, ForeignKey("qa_sessions.id", ondelete="SET NULL"), nullable=True, index=True, ) turn_index: Mapped[int] = mapped_column(Integer, nullable=False, default=1) source_message_id: Mapped[Optional[str]] = mapped_column(VARCHAR(128), nullable=True, index=True) source_chat_id: Mapped[Optional[str]] = mapped_column(VARCHAR(128), nullable=True) source_sender_open_id: Mapped[Optional[str]] = mapped_column(VARCHAR(128), nullable=True) reply_to_message_id: Mapped[Optional[str]] = mapped_column(VARCHAR(128), nullable=True) root_message_id: Mapped[Optional[str]] = mapped_column(VARCHAR(128), nullable=True) conversation_scope_key: Mapped[Optional[str]] = mapped_column(VARCHAR(160), nullable=True, index=True) anchor_kind: Mapped[Optional[str]] = mapped_column(VARCHAR(32), nullable=True) anchor_ref: Mapped[Optional[str]] = mapped_column(VARCHAR(128), nullable=True) routing_snapshot: Mapped[Optional[Any]] = mapped_column(JSONB, nullable=True)