How to automatically deploy a web app using embedding-ada-002

Question

From a python environment to see this,

I have confirmed that embedding works.

But I have not built up to a web application.

https://learn.microsoft.com/en-us/azure/ai-services/openai/tutorials/embeddings?tabs=command-line

text-embedding-ada-002

With gpt4 and 3.5 models, I can import data from OpenAI Studio on your data and automatically deploy a web app as is, but with text-embedding-ada-002, is this automatic web app deployment feature not available?

Answer 1

ryota.matsuda Greetings!

With gpt4 and 3.5 models, I can import data from OpenAI Studio on your data and automatically deploy a web app as is, but with text-embedding-ada-002, is this automatic web app deployment feature not available?

To answer your question, this option is not available for text-embedding-ada-002 model.

I tried same from the portal and not seeing an option to deploy as web app for this model.

As mentioned in the Sample Chat App with AOAI , as a pre-requites, we need to have Azure OpenAI resource and model deployment of a chat model (e.g. gpt-35-turbo-16k, gpt-4).

I haven't found any built-in option to auto deploy a web app using the embedding-ada-002 model in Azure OpenAI. You can use Azure OpenAI's REST API to generate embeddings for your text inputs. You can then use these embeddings in your web app to perform various tasks such as text similarity, clustering, and classification.

Please see Azure OpenAI Service REST API reference for more details.

Hope this helps.

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