Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform
Thanks for the question,You can use the gradio for web app deployment. https://github.com/leongj/gradio-examples
It is Python and very few lines of code, I suggest you use basic_qna to iterate on your system and user messages. You can run it locally with keys to the AOAI service.