from sqlalchemy import Column, Integer, String, Text, DateTime, ForeignKey, JSON, Float from sqlalchemy.sql import func from sqlalchemy.orm import relationship from core.database import Base class Conversation(Base): __tablename__ = "conversations" id = Column(Integer, primary_key=True, index=True) agent_id = Column(Integer, ForeignKey("agents.id", ondelete="CASCADE"), nullable=False) user_id = Column(Integer, ForeignKey("users.id", ondelete="CASCADE"), nullable=False) created_at = Column(DateTime(timezone=True), server_default=func.now()) updated_at = Column(DateTime(timezone=True), server_default=func.now(), onupdate=func.now()) # Relationships agent = relationship("Agent", back_populates="conversations") messages = relationship("Message", back_populates="conversation", cascade="all, delete-orphan") class Message(Base): __tablename__ = "messages" id = Column(Integer, primary_key=True, index=True) conversation_id = Column(Integer, ForeignKey("conversations.id", ondelete="CASCADE"), nullable=False) role = Column(String, nullable=False) # user, assistant content = Column(Text, nullable=False) # Advanced features multimodal_data = Column(JSON, nullable=True) # Images, audio paths explainability_data = Column(JSON, nullable=True) # Reasoning traces confidence = Column(Float, nullable=True) timestamp = Column(DateTime(timezone=True), server_default=func.now()) conversation = relationship("Conversation", back_populates="messages")