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[FEATURE REQ] Use the Azure OpenAI SDK to call "custom" endpoints that are not hosted on OpenAI #45815

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@shalabi

Description

@shalabi

Is your feature request related to a problem? Please describe.
Use the Azure OpenAI SDK to call "custom" endpoints that are not hosted on OpenAI

Describe the solution you'd like
Right now this code in

private NonAzureOpenAIClientImpl buildInnerNonAzureOpenAIClient() {

blocks this.

Would love a way to customize the base URL

Describe alternatives you've considered
No way to change anythign since all classes are final

Additional context
Add any other context or screenshots about the feature request here.

Information Checklist
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    ClientThis issue points to a problem in the data-plane of the library.OpenAIcustomer-reportedIssues that are reported by GitHub users external to the Azure organization.needs-team-triageWorkflow: This issue needs the team to triage.questionThe issue doesn't require a change to the product in order to be resolved. Most issues start as that

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