code: def get_vector_index_cls(type: str) -> Type[VectorIndex]:
      return vector_index_registry[type]()
  
imports: import logging
  from typing import Type
  from ludwig.api_annotations import DeveloperAPI
  from ludwig.vector_index.base import VectorIndex
label_desc: Use image node_id 2 for calling a global function with example usage: get_vector_index_cls(type) and returns: vector_index_registry