Update from Microsoft Build 2024: GPT-4o in Azure OpenAI Service is now supported for API access. Check out this official post for more updates.

https://techcommunity.microsoft.com/t5/ai-azure-ai-services-blog/announcing-multimodal-innovations-in-generative-ai-with-azure/ba-p/4146804