I need to embed a video in chatbot node, in addition I want to use switch-case statement to show the user a video based on his selection from earlier nodes

you can achieve the switch-case statement by using flow logic cards - this should be relatively simple

Video card doesn't allow adding custom code to embed video it only supports uploading videos