import numpy as np
from docarray import BaseDoc
from docarray.index import InMemoryExactNNIndex
from docarray.typing import NdArray
from pydantic import parse_obj_as
class MyDoc(BaseDoc):
emb: NdArray
index = InMemoryExactNNIndex[MyDoc]()
query = parse_obj_as(NdArray, np.random.rand(5))
docs, _ = index.find(query, search_field="emb", limit=10)
ValueError: need at least one array to stack