Draft: include module to explain results with AI

[jeanbez]

Related Issues / Pull Requests

None

Description

Include a module to explain the plot results using AI. The user can specify their endpoint/key and model. The application will provide the insights below the plots. If those keys are not detected, it behaves as today without calling the LLM.

What changes are proposed in this pull request?

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality not to work as expected; for instance, examples in this repository must be updated too)
• This change requires a documentation update

Checklist:

• My code modifies existing public API, or introduces new public API, and I updated or wrote documentation
• I have commented my code
• My code requires documentation updates, and I have made corresponding changes to the documentation
• I have added tests that prove my fix is effective or that my feature works
• New and existing unit tests pass locally with my changes