Pipe knocking ( toilet problem )

Hello guys

over the last couple days I have been hearing pipe knocking noises as the toilet has almost finished filling the tank. Would this be that I need to replace the fill valve on the toilet? The noise only happens with the toilet

cheers for any tips

Jeremy