Cannot create "contoso-manuals-index"

[mk-orange]

Trying to integrate "contoso-web" frontend with "contoso-chat" backend.
"contoso-web" frontend is looking for "contoso-manuals-index" search index
Discovered that "contoso-manuals-index" search index was not created automatically during "contoso-chat" deployment.
Trying to create contoso-manuals-index" search index manually by executing "data/manual_info/contoso-manuals-index.ipynb"

Receiving an error:

ImportError Traceback (most recent call last)
Cell In[3], line 2
1 import os
----> 2 from azure.ai.resources.client import AIClient
3 from azure.identity import DefaultAzureCredential
4 # from azure.ai.resources.operations._index_data_source import (
5 # LocalSource,
6 # ACSOutputConfig,
7 # )

File ~/.local/lib/python3.11/site-packages/azure/ai/resources/client/init.py:7
1 # ---------------------------------------------------------
2 # Copyright (c) Microsoft Corporation. All rights reserved.
3 # ---------------------------------------------------------
5 path = import("pkgutil").extend_path(path, name) # type: ignore
----> 7 from ._ai_client import AIClient
9 all = [
10 "AIClient",
11 ]

File ~/.local/lib/python3.11/site-packages/azure/ai/resources/client/_ai_client.py:17
15 from azure.ai.resources._utils._str_utils import build_connection_id
16 from azure.ai.resources.constants._common import DEFAULT_OPEN_AI_CONNECTION_NAME, DEFAULT_CONTENT_SAFETY_CONNECTION_NAME
---> 17 from azure.ai.resources.entities.mlindex import Index as MLIndexAsset
...
----> 8 from azure.ai.ml.entities import CustomerManagedKey, WorkspaceHub
9 from azure.ai.ml.entities._credentials import IdentityConfiguration
10 from azure.ai.ml.entities._workspace.networking import ManagedNetwork

ImportError: cannot import name 'WorkspaceHub' from 'azure.ai.ml.entities' (/home/vscode/.local/lib/python3.11/site-packages/azure/ai/ml/entities/init.py)