A little trick to force inert gas to flow through the reaction flask and not the bubbler is to open the flask (or insert a needle into a septum) and place your finger or a pipette bulb over the oil bubbler. With no outlet through the oil, the gas will pass through the flask and displace air. Do this for a couple minutes and you should be reasonably air free.
I don't know how air-free you need things to be, but unless you've done something like dry the solvent with sieves and sparged it with inert gas, there will be some water and oxygen in the solvent already even if you clear the headspace with argon.
And I agree with DrCMS, typically the gas source goes on top of the condenser. Otherwise you will be condensing solvent in the hose, not just the condenser. It will run back in to the reaction, except now its nice and contaminated.