Yes, it is possible to set up Gmail to automatically reply to emails for a particular time frame using the ‘Out-of-Office AutoReply’ feature. When this is activated, Gmail sends a pre-written mail as a response for the specified duration notifying users that you are unable to access your email for the time being.