Ted/move examples to openai cookbook

[ted-at-openai]

Primarily, this PR removes the examples from the openai-python library to help keep the library simple and lightweight.

• Removes all the code examples, and replaces them with short messages link to the new location in OpenAI Cookbook (this way people don't hit annoying 404s if they're following an outside link)
• Removes the small data files
• Updates the text and links in the README.md (all links have been doublechecked to work)

Secondly, this PR:

• Updates numpy requirements due to a vulnerability in 1.21.6
• Adds api_type to ErrorObject
• formats the repo with Black (hopefully not too annoying for folks - will likely start to require this in the future, just to keep formatting consistent)

[ted-at-openai]

@t-asutedjo, recently we decided to move our code examples in the openai-python library to a new home: the OpenAI Cookbook repo.

The goal of this separation is to keep this openai-python library lightweight and dependency-free as we continue to write more and more examples.

I've already copied over your two Azure examples to the OpenAI Cookbook repo (and I'll copy over your latest commit soon).

With the above PR, my plan is to delete your two Azure examples, and replace them with short messages with links to the new OpenAI Cookbook location. Any future changes you want to make to them (or new examples you want to introduce) will be warmly accepted there.

Is that plan ok with you? If not, I'm happy to leave your examples here and/or move them at a later date. Also happy to discuss further. Won't merge this PR until we've had a chance to get on the same page.

[t-asutedjo]

@t-asutedjo, recently we decided to move our code examples in the openai-python library to a new home: the OpenAI Cookbook repo.

The goal of this separation is to keep this openai-python library lightweight and dependency-free as we continue to write more and more examples.

I've already copied over your two Azure examples to the OpenAI Cookbook repo (and I'll copy over your latest commit soon).

With the above PR, my plan is to delete your two Azure examples, and replace them with short messages with links to the new OpenAI Cookbook location. Any future changes you want to make to them (or new examples you want to introduce) will be warmly accepted there.

Is that plan ok with you? If not, I'm happy to leave your examples here and/or move them at a later date. Also happy to discuss further. Won't merge this PR until we've had a chance to get on the same page.

That's fine with me, what do you think @sorinsuciu-msft ?

[sorinsuciu-msft]

@t-asutedjo, recently we decided to move our code examples in the openai-python library to a new home: the OpenAI Cookbook repo.
The goal of this separation is to keep this openai-python library lightweight and dependency-free as we continue to write more and more examples.
I've already copied over your two Azure examples to the OpenAI Cookbook repo (and I'll copy over your latest commit soon).
With the above PR, my plan is to delete your two Azure examples, and replace them with short messages with links to the new OpenAI Cookbook location. Any future changes you want to make to them (or new examples you want to introduce) will be warmly accepted there.
Is that plan ok with you? If not, I'm happy to leave your examples here and/or move them at a later date. Also happy to discuss further. Won't merge this PR until we've had a chance to get on the same page.

That's fine with me, what do you think @sorinsuciu-msft ?

HI Ted, yes, we discussed this with Chris already and it's fine from our side.