Unable to create Vector Store: Error code: 404 - {'error': {'code': '404', 'message': 'Resource not found'}}

[ngamanning]

Please provide us with the following information:

This issue is for a: (mark with an x)

- [x] bug report -> please search issues before submitting
- [ ] feature request
- [ ] documentation issue or request
- [ ] regression (a behavior that used to work and stopped in a new release)

Minimal steps to reproduce

1) clone the repository 2) cd to Retrieval_AugmentedGeneration(RAG)_samples 3) Update .env file with required values 4) Create an index in azure search service and provide the index name to index_name variable. 5) Deploy text-embedding-ada-002 at Azure Open AI service and use the deployment name and version number for parameters of AzureOpenAIEmbeddings as below: aoai_embeddings = AzureOpenAIEmbeddings( azure_deployment="text-embedding-ada-002", openai_api_version="2", # e.g., "2023-12-01-preview" ) 6) Run sample_rag_langchain..ipynb notebook.

Any log messages given by the failure

Expected/desired behavior

OS and Version?

Windows 7, 8 or 10. Linux (which distribution). macOS (Yosemite? El Capitan? Sierra?)

Versions

Mention any other details that might be useful

aoai_embeddings = AzureOpenAIEmbeddings( azure_deployment="text-embedding-ada-002", ==> the name of the model deployment in Azure Open AI service. openai_api_version="2", # e.g., "2023-12-01-preview" )

vector_store_address: str = os.getenv("AZURE_SEARCH_ENDPOINT") ==> which is https://************.search.windows.net vector_store_password: str = os.getenv("AZURE_SEARCH_ADMIN_KEY")

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Thanks! We'll be in touch soon.

[luzhang06]

It seems you are pointing to an invalid openai_api_version from the code, can you please double check?