Add Docs for Azure OpenAI fine-tuning

[ash0ts]

Description

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Checklist

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• Files I edited were previewed on my local development server with yarn start. My changes did not break the local preview.
• Build (yarn docusaurus build) was run locally and successfully without errors or warnings.
• I merged the latest changes from main into my feature branch before submitting this PR.

[ash0ts]

@ngrayluna How do I get this new docs page to show up on the sidebar? It didn't show up when I ran it locally but the page rendered when directly typing in the URL

[ngrayluna]

Ah. Yes, you'll want to add a new line to the sidebar.js file as well. :)

[ash0ts]

Thanks @ngrayluna! Ready for review :)

[ash0ts]

E100 [vocab] Runtime error

'config/vocabularies/Docs' directory does not exist

Not sure what this is/where this error comes from

[morganmcg1]

@ash0ts one nit, can you re-naming the files to lead with "azure...", we should consider this an Azure service, not a OpenAi service. There'll likely be a Azure ML section coming at some point too, so setting a good precedent here would be good

[morganmcg1]

Looking at this, lets just make this page more like a "diff" of the OpenAI page: https://docs.wandb.ai/guides/integrations/openai

Assuming nothing about the api is different, just show people the changes needed for W&B fine-tuning with Azure vs OpenAI. And direct people towards the OpenAI for everything else that isn't different. That way we only have to maintain 1 page when there are openai api updates etc.

[morganmcg1]

Lets re-write this to just be a short "diff" page of Azure OpenAI vs OpenAI. Let more detail in the comment

[ash0ts]

Looking at this, lets just make this page more like a "diff" of the OpenAI page: https://docs.wandb.ai/guides/integrations/openai

Assuming nothing about the api is different, just show people the changes needed for W&B fine-tuning with Azure vs OpenAI. And direct people towards the OpenAI for everything else that isn't different. That way we only have to maintain 1 page when there are openai api updates etc.

Transparently more detail was added to give some "meat" to the docs for the Microsoft folks. Realistically the only thing we really need is a single tab in the original OpenAI docs to toggle between "OpenAI" client vs. "AzureOpenAI". Outside the comment posted is there anything else that is considered too much?

[ngrayluna]

E100 [vocab] Runtime error

'config/vocabularies/Docs' directory does not exist

Not sure what this is/where this error comes from

Ignore this. Our doc linter temporarily broke. But it's fixed now :)

Addressed the changes mentioned!