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Integrate Multimodal Component into Notebooks Environment #165

@agusakow

Description

@agusakow

We need to integrate the Multimodal component from issue 162 into the Notebooks environment.

This will bring the following benefits:

  • UI Flexibility - users can switch between Plot, Table, and Text representations in the UI.
  • Improved latency - specific answers are only requested/generated when the user switches to the corresponding tab

Technical Requirements:

  • Use a unified Python API for the multimodal component. It must automatically detect the Jupyter environment and handle the Jupyter widget render or use one shot server for terminal usages.
  • OnDemand Fetching - request specific answer types from the kernel only upon tab switch events.

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