Added OpenAI large embedding / improve migration and upgrade handling for containers

migrations/tenant/versions/5d5437d81041_add_embedding_model_for_openai_large_.py

@@ -0,0 +1,34 @@
+"""Add Embedding model for OpenAI large model
+
+Revision ID: 5d5437d81041
+Revises: d173cea8d204
+Create Date: 2024-07-04 15:49:43.665685
+
+"""
+from alembic import op
+import sqlalchemy as sa
+import pgvector
+
+
+# revision identifiers, used by Alembic.
+revision = '5d5437d81041'
+down_revision = 'd173cea8d204'
+branch_labels = None
+depends_on = None
+
+
+def upgrade():
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.create_table('embedding_large_openai',
+    sa.Column('id', sa.Integer(), nullable=False),
+    sa.Column('embedding', pgvector.sqlalchemy.Vector(dim=3072), nullable=False),
+    sa.ForeignKeyConstraint(['id'], ['embeddings.id'], ),
+    sa.PrimaryKeyConstraint('id')
+    )
+    # ### end Alembic commands ###
+
+
+def downgrade():
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.drop_table('embedding_large_openai')
+    # ### end Alembic commands ###