Open Gmail
Click the gear icon in the top right
Select See all settings
Scroll to the Vacation responder section
Turn on Vacation responder
Enter the first day
Optionally enter the last day
Type your out of office message
Choose whether to send replies only to your contacts
Click Save Changes