[Issue]: Test code examples with Gemini (non VertexAI)

[marklysze]

Describe the issue

As per #1808, users have noted that the Gemini client isn't reliable. If we can test the documentation examples (preferably cookbook pattern examples too) with the Gemini client (not using VertexAI) that would help identify issues.

Steps to reproduce

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Screenshots and logs

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Additional Information

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[liviumat]

Hi @marklysze do you happen to have any update please on this one? Any example with Gemini it would be great. Thanks

[Lancetnik]

@qingyun-wu @marklysze @sonichi is this still actual?

[qingyun-wu]

@marklysze do we still need this? If so, @priyansh4320 could you help? Thank you!