I know the answer to my question is Yes, But I am really interested to know how its done with my application in PHP. I am basically looking for a URL that contains Hindi characters.
Unfortunatly, RFC2396 says you're not allowed to use any non alphanumeric characters. You can however encode them, but that defeats your point of having nicely 'speaking urls'.