import Azure HnswVectorSearchAlgorithmConfiguration comes Error: cannot import name 'HnswVectorSearchAlgorithmConfiguration'

Here is the reference document I follow with:
https://esteininger.medium.com/building-a-vector-search-engine-using-hnsw-and-cosine-similarity-753fb5268839
&
https://github.com/Azure/cognitive-search-vector-pr/blob/main/demo-python/code/azure-search-vector-python-sample.ipynb

from azure.search.documents.models import Vector
from azure.search.documents.indexes.models import (  
    SearchIndex,  
    SearchField,  
    SearchFieldDataType,  
    SimpleField,  
    SearchableField,  
    SearchIndex,  
    SemanticConfiguration,  
    PrioritizedFields,  
    SemanticField,  
    SearchField,  
    SemanticSettings,  
    VectorSearch, 
    HnswVectorSearchAlgorithmConfiguration 
)

enter image description here

At first, I faced import error which is about import Vector. I saw its solution on stackoverflow by updating azure.search.documents to the version ==11.4.0b6; While HnswVectorSearchAlgorithmConfiguration would be alwasy error no matter which version I used. I've tried azure.search.documents 11.4.0b6 and 11.4.0b4

If the import error remain unsolved, the folling part would be error too.

vector_search = VectorSearch(

    algorithm_configurations=[

        HnswVectorSearchAlgorithmConfiguration(

            name="my-vector-config",

            kind="hnsw",

            parameters={

                "m": 4,

                "efConstruction": 400,
                "efSearch": 500,
                "metric": "cosine"
            }
        )
    ]
)

I also tried to walkaround by import hnswlib, but it didn't work...
enter image description here

If someone has conquer this issue, please let me know. Thank you!

Using Azure Cognitive Search’s Vector feature you don’t have to install hnswlib separately.

Can you ensure you’re using the latest azure-search-documents pip package?

Try pip install azure-search-documents --pre --upgrade.

The latest Python SDK pre-release version that includes Vector search capabilities can be found here: https://pypi.org/project/azure-search-documents/11.4.0b8/

Continuing Farzzy's helpful answer:

I had the same issue, For me just running
pip install azure-search-documents --pre --upgrade
didn't fix it, so I also ran the following commands:

pip install azure-search --pre --upgrade

pip install azure-core --pre --upgrade

And one of them fixed that.