feat: Update Search_Wikipedia_using_ReAct.ipynb notebook to use google-genai SDK

[Raunak2024]

This Pull Request addresses Search_Wikipedia_using_ReAct.ipynb notebook mentioned in the issue #446 and migrates it from the old google-generativeai SDK to the new google-genai SDK.

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[Raunak2024]

Hi @markmcd @andycandy, I have done the necessary changes to the notebook as suggested. Please review the updates and do let me know. Thanks!

[Giom-V]

I think it should be fixed by merging with the main branch, but can you make sure update the button to use an image instead as introduced in #512?

<a target=\"_blank\" href=\"URL\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" height=30/></a>

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[Giom-V]

Can you add a minimum version, like >=1.0.0?  

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[Giom-V]

Line #5.            """Prepares Gemini to follow a Few-shot ReAct prompt by imitating

Can you add a line break (and indentation) after """ for readability?

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[Giom-V]

Line #6.        """Perfoms search on query via Wikipedia api and returns its summary.

Same as before, can you add a line break (and indentation) after """ for readability?

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[Giom-V]

Line #6.      """Starts multi-turn conversation with the chat models with function calling

Same as before, can you add a line break (and indentation) after """ for readability?

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[Giom-V]

Line #1.    model_name = 'gemini-2.0-flash'  # This can be any valid model name

Can you add a "MODEL_ID" variable like this?

MODEL_ID="gemini-2.0-flash" # @param ["gemini-2.0-flash-lite","gemini-2.0-flash","gemini-2.0-pro-exp-02-05"] {"allow-input":true, isTemplate: true}

As it would make the notebook easier to maintain in the future.

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[Giom-V]

Line #2.    gemini_ReAct_chat = ReAct(client=client, model=model_name, ReAct_prompt='model_instructions.txt')

Can you expend the function call on multiple lines for readability? Like:

gemini_ReAct_chat = ReAct(
    client=client,
    model=model_name,
    ReAct_prompt='model_instructions.txt'
)

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[Giom-V]

Line #4.    response = gemini_ReAct_chat("What are the total of ages of the main trio from the new Percy Jackson and the Olympians TV series in real life?", temperature=0.2)

As before, can you expend on multiple lines to improve readability?

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[Giom-V]

Line #1.    gemini_ReAct_chat.client.models.generate_content(model=gemini_ReAct_chat.model_name, contents="What is the total of ages of the main trio from the new Percy Jackson and the Olympians TV series in real life?").text

Same as before, multiple lines would make it easier to read.

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[Giom-V]

Thanks for the submission @Raunak2024.

I just added a couple of minor comments to make the notebook easier to understand and to maintain.

Can you also check the lint and format failures and fix them (format is likely because you haven't run the formatting script, lint because a "we" needs to be changed into a "you"). If you see a lint error reported in the template notebook, just ignore it, it's because of a CL you merged with.

And last thing, before you run the formatting script, can you also run all the cells to make sure everything works as expected?

Thanks again!

[Giom-V]

And thanks @andycandy for helping with the review!!

[KSruthiVel]

Hi @Raunak2024 , just following up to see if you are still working on this. If not, I am happy to take it over and continue from where you left off!

[Giom-V]

Hi @Raunak2024 , just following up to see if you are still working on this. If not, I am happy to take it over and continue from where you left off!

Let's give @Raunak2024 24 hours and without an update you'll be free to work on this notebook.

[Raunak2024]

Greetings @KSruthiVel @Giom-V
I am busy due to college work for some time. So I am planning to work on checking the lint and format failures and fixing them by the end of this week as suggested. Moreover, I have run all the cells and everything seems to work as expected. Thanks