python xata client out of sync when using .data() vector search

Hi folks, I am trying to use the xata client in python SDK search ingessted records, after editing schema while developing im noticing like complete out of sync data -- missing records, misssing columsn even though the schema has been pushed, etc, how do i fix this as it makes vector search unusable in prod.

My intuition is theres indexing happening on the table with the embeddings -- its strange cuz it was working fine til i edited the schema now ssearching is essentially a no op / does not work