[Azure] Update Azure API usage example to 3.1

[WuhanMonkey]

What does this PR do?

Updated the endpoint to 3.1 support. Also updated Langchain and Gradio support as their framework updated.

Before submitting

• This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
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  Pull Request section?
• Was this discussed/approved via a Github issue? Please add a link
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• Did you make sure to update the documentation with your changes?
• Did you write any new necessary tests?

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