from sqlalchemy import Column, String, Integer, Boolean, DateTime, ForeignKey, Text, JSON, ARRAY from sqlalchemy.orm import relationship from sqlalchemy.dialects.postgresql import UUID from src.config.database import Base from sqlalchemy.sql import func import uuid class RAGDocument(Base): __tablename__ = 'rag_documents' id = Column(UUID(as_uuid=True), primary_key=True, default=uuid.uuid4, nullable=False) document_type = Column(String(255), nullable=False) title = Column(String(255), nullable=False) payer_id = Column(UUID(as_uuid=True), nullable=True) payer_name = Column(String(255), nullable=True) specialty = Column(String(255), nullable=True) content = Column(Text, nullable=False) content_hash = Column(String(255), nullable=True) embedding_vector = Column(String(255), nullable=True) chunk_index = Column(Integer, nullable=True) parent_document_id = Column(UUID(as_uuid=True), nullable=True) source_url = Column(String(255), nullable=True) source_file_path = Column(String(255), nullable=True) effective_date = Column(DateTime, nullable=True) expiration_date = Column(DateTime, nullable=True) version = Column(String(255), nullable=True) is_stale = Column(Boolean, nullable=True) relevance_score = Column(String(255), nullable=True) usage_count = Column(Integer, nullable=True) last_used_at = Column(DateTime, nullable=True) doc_doc_doc_metadata = Column(JSON, nullable=True) tags = Column(JSON, nullable=True) payer_id = Column(UUID(as_uuid=True), ForeignKey('payers.id'), nullable=True) payer = relationship('Payer', back_populates='ragDocuments') parent_document_id = Column(UUID(as_uuid=True), ForeignKey('rag_documents.id'), nullable=True) parent_document = relationship('RAGDocument', remote_side=[id], back_populates='chunks') chunks = relationship('RAGDocument', back_populates='parent_document') uploaded_by_id = Column(UUID(as_uuid=True), ForeignKey('users.id'), nullable=True) uploader = relationship('User', back_populates='uploadedDocuments') created_at = Column(DateTime(timezone=True), server_default=func.now(), nullable=False) updated_at = Column(DateTime(timezone=True), server_default=func.now(), onupdate=func.now(), nullable=False) def __repr__(self): return f''