Add AI Extensions

[johnorcutt]

Adds AI extensions to the VS-Code and Notebook environments. These extensions will allow the users to connect their own Anthropic or OpenAI accounts.

I have tested the new image in Binder (see link below). The AI integration with the notebook is working. The VS-code extensions aren't installed until this runs on 2i2c due to how they have it setup.

[github-actions]

👈 Test this PR on Binder

[aliakherati]

I cannot find the AI extension on the jupyter notebook. Can you guide me where to find it?

[johnorcutt]

@aliakherati Click the Binder link in the comment above and once started you should see this icon in the left toolbar.

[aliakherati]

Thanks, @johnorcutt ! I added my API key but Idk how it works. When I hit save changes it stays on the same place.

[johnorcutt]

@aliakherati Once you've added an API key, there should be a button that takes you back to a chat interface. I created a token with Anthropic and it gave me a 404 error, so may need to check with a different provider. Here are the instructions: https://jupyter-ai.readthedocs.io/en/latest/users/index.html

[johnorcutt]

Doing some more research, it appears that there isn't a way to link a standard Anthropic account since a standard Anthropic account doesn't include API access. Unsure about OpenAI, since I don't have an account.

I think we should still include it incase any of our users have access to an Anthropic account that give API access and incase @aliakherati Anthropic connection can get us cheap Anthropic access that we can provide to users.

The extensions that I've added to VS-Code are first part extensions, so a user will be able to log in with their account.