[Feature] - Convert Notes and Info Titles into Admonitions

[krishnasvp]

Is your feature request related to a problem? Please describe. Not related to a problem, but it would be good to have admonitions which is a core feature of docusaurus for notes and info sections

Describe the solution you'd like

Notes and Info or Warnings/Errors gonna show up like below image

Describe alternatives you've considered There is no alternative, this would increase the readability of the docs and user experience

Additional context

• Before: