"""add rulebook_chunks (pgvector RAG) Revision ID: 7c3f9a2e1d44 Revises: 48846ed4fe0e Create Date: 2026-08-31 19:00:00.000000 """ from typing import Sequence, Union from alembic import op import sqlalchemy as sa from sqlalchemy.dialects import postgresql from pgvector.sqlalchemy import Vector # revision identifiers, used by Alembic. revision: str = '7c3f9a2e1d44' down_revision: Union[str, None] = '48846ed4fe0e' branch_labels: Union[str, Sequence[str], None] = None depends_on: Union[str, Sequence[str], None] = None def upgrade() -> None: op.execute("CREATE EXTENSION IF NOT EXISTS vector") op.create_table( 'rulebook_chunks', sa.Column('id', sa.UUID(), nullable=False), sa.Column('source_document', sa.String(length=200), nullable=False), sa.Column('chunk_index', sa.Integer(), nullable=False), sa.Column('content', sa.Text(), nullable=False), sa.Column('embedding', Vector(384), nullable=False), sa.Column('doc_metadata', postgresql.JSONB(astext_type=sa.Text()), nullable=False), sa.PrimaryKeyConstraint('id'), ) op.create_index( op.f('ix_rulebook_chunks_source_document'), 'rulebook_chunks', ['source_document'], unique=False ) def downgrade() -> None: op.drop_index(op.f('ix_rulebook_chunks_source_document'), table_name='rulebook_chunks') op.drop_table('rulebook_chunks') op.execute("DROP EXTENSION IF EXISTS vector")