ishaq101's picture
feat: persist RAG sources to DB and return them in room detail
7323952
"""SQLAlchemy database models."""
from uuid import uuid4
from sqlalchemy import Column, String, DateTime, Text, Integer, ForeignKey
from sqlalchemy.orm import relationship
from sqlalchemy.sql import func
from src.db.postgres.connection import Base
class User(Base):
"""User model."""
__tablename__ = "users"
id = Column(String, primary_key=True, default=lambda: str(uuid4()))
fullname = Column(String, nullable=False)
email = Column(String, nullable=False, unique=True, index=True)
password = Column(String, nullable=False) # bcrypt-hashed
company = Column(String)
company_size = Column(String)
function = Column(String)
site = Column(String)
role = Column(String)
status = Column(String, nullable=False, default="active") # active | inactive
created_at = Column(DateTime(timezone=True), server_default=func.now())
class Document(Base):
"""Document model."""
__tablename__ = "documents"
id = Column(String, primary_key=True, default=lambda: str(uuid4()))
user_id = Column(String, nullable=False, index=True)
filename = Column(String, nullable=False)
blob_name = Column(String, nullable=False, unique=True)
file_size = Column(Integer)
file_type = Column(String) # pdf, docx, txt, etc.
status = Column(String, default="uploaded") # uploaded, processing, completed, failed
processed_at = Column(DateTime(timezone=True))
error_message = Column(Text)
created_at = Column(DateTime(timezone=True), server_default=func.now())
class Room(Base):
"""Room model for chat sessions."""
__tablename__ = "rooms"
id = Column(String, primary_key=True, default=lambda: str(uuid4()))
user_id = Column(String, nullable=False, index=True)
title = Column(String, default="New Chat")
created_at = Column(DateTime(timezone=True), server_default=func.now())
updated_at = Column(DateTime(timezone=True), onupdate=func.now())
status = Column(String, nullable=False, default="active") # active | inactive
messages = relationship("ChatMessage", back_populates="room", cascade="all, delete-orphan")
class ChatMessage(Base):
"""Chat message model."""
__tablename__ = "chat_messages"
id = Column(String, primary_key=True, default=lambda: str(uuid4()))
room_id = Column(String, ForeignKey("rooms.id"), nullable=False, index=True)
role = Column(String, nullable=False) # user, assistant
content = Column(Text, nullable=False)
created_at = Column(DateTime(timezone=True), server_default=func.now())
room = relationship("Room", back_populates="messages")
sources = relationship("MessageSource", back_populates="message", cascade="all, delete-orphan")
class MessageSource(Base):
"""Sources (RAG references) attached to an assistant message."""
__tablename__ = "message_sources"
id = Column(String, primary_key=True, default=lambda: str(uuid4()))
message_id = Column(String, ForeignKey("chat_messages.id", ondelete="CASCADE"), nullable=False, index=True)
document_id = Column(String)
filename = Column(Text)
page_label = Column(Text)
created_at = Column(DateTime(timezone=True), server_default=func.now())
message = relationship("ChatMessage", back_populates="sources")