"""add knowledge documents and vector chunks Revision ID: 20260712_0005 Revises: 20260712_0004 """ from collections.abc import Sequence from alembic import op import sqlalchemy as sa from pgvector.sqlalchemy import Vector revision: str = "20260712_0005" down_revision: str | Sequence[str] | None = "20260712_0004" branch_labels = None depends_on = None def upgrade() -> None: op.execute("CREATE EXTENSION IF NOT EXISTS vector") op.create_table( "knowledge_documents", sa.Column("id", sa.String(40), primary_key=True), sa.Column("knowledge_base_id", sa.String(40), nullable=False), sa.Column("name", sa.String(255), nullable=False), sa.Column("source_type", sa.String(16), nullable=False), sa.Column("mime_type", sa.String(128), server_default="text/plain", nullable=False), sa.Column("storage_key", sa.String(1024), nullable=True), sa.Column("size_bytes", sa.Integer(), server_default="0", nullable=False), sa.Column("status", sa.String(16), server_default="processing", nullable=False), sa.Column("error_message", sa.String(2048), server_default="", nullable=False), sa.Column("chunk_count", sa.Integer(), server_default="0", nullable=False), sa.Column("created_at", sa.DateTime(timezone=True), server_default=sa.func.now(), nullable=False), sa.Column("updated_at", sa.DateTime(timezone=True), server_default=sa.func.now(), nullable=False), sa.ForeignKeyConstraint(["knowledge_base_id"], ["knowledge_bases.id"], ondelete="CASCADE"), ) op.create_index("ix_knowledge_documents_knowledge_base_id", "knowledge_documents", ["knowledge_base_id"]) op.create_table( "knowledge_chunks", sa.Column("id", sa.String(40), primary_key=True), sa.Column("knowledge_base_id", sa.String(40), nullable=False), sa.Column("document_id", sa.String(40), nullable=False), sa.Column("chunk_index", sa.Integer(), nullable=False), sa.Column("content", sa.Text(), nullable=False), sa.Column("embedding", Vector(), nullable=False), sa.ForeignKeyConstraint(["knowledge_base_id"], ["knowledge_bases.id"], ondelete="CASCADE"), sa.ForeignKeyConstraint(["document_id"], ["knowledge_documents.id"], ondelete="CASCADE"), sa.UniqueConstraint("document_id", "chunk_index", name="uq_knowledge_chunk_position"), ) op.create_index("ix_knowledge_chunks_knowledge_base_id", "knowledge_chunks", ["knowledge_base_id"]) op.create_index("ix_knowledge_chunks_document_id", "knowledge_chunks", ["document_id"]) def downgrade() -> None: op.drop_table("knowledge_chunks") op.drop_table("knowledge_documents")