Hello @vadvaith. It is possible to support different languages. Please check my githib link korean_api/ at master · athenasaurav/korean_api · GitHub to see a korean bot in action.
You have to update the config.yml file as mentioned here :
Regarding using more than two language in rasa as per user choice. I think its possible but i haven’t tried that.