The phrase "to knock back" means to reject or decline something that is offered. It can be used in various contexts, such as when someone offers you a drink and you refuse it, saying "no thanks, I'll just knock this one back." In other words, you are turning down the offer of alcohol by stating your intention not to consume any more at that moment.