Azure OpenAI embedding not working for me

At a glance

The community members are facing an issue with the Azure OpenAI Embedding not working for them. They are encountering a NotFoundError and the query engine is not working due to this error. The community members have tried using the client directly, which works, and have also shared the full error message. The solution provided is to use model instead of engine and to pass the deployment name when creating the AzureOpenAIEmbedding object. However, it was later mentioned that the deployment name is not required.

AAbhiram_AI_Guy

Azure OpenAI Embedding not working for me

14 comments

WWhiteFang_Jr

What error are you facing?

AAbhiram_AI_Guy

NotFoundError

AAbhiram_AI_Guy

Using the clientr Directly works

AAbhiram_AI_Guy

Due to the error query engine is not working

WWhiteFang_Jr

Could you share the full error here

AAbhiram_AI_Guy

okay

AAbhiram_AI_Guy

Here

AAbhiram_AI_Guy

Using it as

Plain Text

embed_model = AzureOpenAIEmbedding(
    engine="text-embedding-3-large",
    api_key=AZURE_OPENAI_API_KEY,
    azure_endpoint=AZURE_OPENAI_ENDPOINT,
    api_version=OPENAI_API_VERSION
)

WWhiteFang_Jr

You are not passing the deployment name

AAbhiram_AI_Guy

Works now, used model instead of engine

WWhiteFang_Jr

Plain Text

embed_model = AzureOpenAIEmbedding(
    engine="text-embedding-3-large",
    api_key=AZURE_OPENAI_API_KEY,
    azure_endpoint=AZURE_OPENAI_ENDPOINT,
    api_version=OPENAI_API_VERSION,
azure_deployment="Deployment Name of your model"    # Pass it like this
)

AAbhiram_AI_Guy

Thanks

AAbhiram_AI_Guy

No need for deployment_name btw

WWhiteFang_Jr

Nice!

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Azure OpenAI embedding not working for me