from typing import TypeAlias from pydantic import StrictFloat, StrictStr from qdrant_client.http.models import ExtendedPointId, SparseVector NumericVector: TypeAlias = list[StrictFloat] | SparseVector | list[list[StrictFloat]] NumericVectorInput: TypeAlias = ( list[StrictFloat] | SparseVector | list[list[StrictFloat]] | ExtendedPointId ) NumericVectorStruct: TypeAlias = ( list[StrictFloat] | list[list[StrictFloat]] | dict[StrictStr, NumericVector] ) __all__ = ["NumericVector", "NumericVectorInput", "NumericVectorStruct"]