Adding support for Azure OpenAI Deployment Types (Global Standard, Standard, Provisioned)

[zedhaque]

Purpose

This PR add support for Azure OpenAI Deployment Types: Global Standard, Standard, and Provisioned. The default deployment type remains Standard.

Does this introduce a breaking change?

When developers merge from main and run the server, azd up, or azd deploy, will this produce an error?
If you're not sure, try it out on an old environment.

[ ] Yes
[X] No

Does this require changes to learn.microsoft.com docs?

This repository is referenced by this tutorial
which includes deployment, settings and usage instructions. If text or screenshot need to change in the tutorial,
check the box below and notify the tutorial author. A Microsoft employee can do this for you if you're an external contributor.

[ ] Yes
[X ] No

Type of change

[ ] Bugfix
[X ] Feature
[ ] Code style update (formatting, local variables)
[ ] Refactoring (no functional changes, no api changes)
[ ] Documentation content changes
[ ] Other... Please describe:

Code quality checklist

See CONTRIBUTING.md for more details.

• The current tests all pass (python -m pytest).
• I added tests that prove my fix is effective or that my feature works
• I ran python -m pytest --cov to verify 100% coverage of added lines
• I ran python -m mypy to check for type errors
• I either used the pre-commit hooks or ran ruff and black manually on my code.

[github-actions]

Check Broken URLs

We have automatically detected the following broken URLs in your files. Review and fix the paths to resolve this issue.

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File Full Path	Issues
README.md	# Link Line Number 1 https://stackoverflow.com/questions/35569042/ssl-certificate-verify-failed-with-python3/43855394#43855394 262
samples/chat/README.md	# Link Line Number 1 https://stackoverflow.com/questions/35569042/ssl-certificate-verify-failed-with-python3/43855394#43855394 265

[zedhaque]

FYI - docs for deployment types :

https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/deployment-types

[pamelafox]

Thanks Zed! We actually are hoping to be able to default to GlobalStandard in the future, so this helps set us up for that. What about adding the sku name for the embedding deployment and vision deployment as well? I would think that if you need GlobalStandard for one, you'd need it for the others?

[zedhaque]

Cool :)
I will update the PR and add the embedding Sku Name later today.