Add support for reasoning models and token usage display

[mattgotteiner]

Purpose

• Add support for o3-mini and o1, AOAI reasoning models
• Add token usage graph in thought process

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
[ ] Feature
[X] 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.

[pamelafox]

Is there a str enum from openai library for reasoning effort? Would it be good to use that if so?

[pamelafox]

They have a literal for it:
Optional[ChatCompletionReasoningEffort]

But its not clear we should use it for what comes from the frontend.

[pamelafox]

Please translate for other files. (Perhaps we need a script for this..but its not that often yet)