Hey Vaishnavaseva ,
Sorry to let you know that we currently do not have any other solution available.
If you're using WordPress with Polylang, WPML or Weglot, the you can use the
Pages action and select a page on your site. This button action will automatically redirect the user to the page in the correct language (what the user had selected on clicking the button). This feature is available in the free version. In this case could keep the labels in English 🙂
Hope it helps a little!