The important question is: WHEN DID THIS HAPPEN?
If it happened very recently, you can approach a Criminal Court to throw him out. You must approach the Criminal Court within six months from the date you lost possession i.e. forcefully dispossessed. I hope you already lodged a police complaint. If not done, please do so immediately. It will play an important role in this matter. Please pursue this option without wasting any further time. This option will not work, if you take more than six months to lodge police complaint and initiate criminal proceedings. Criminal Courts can intervene only within the first six months. Not later. This remedy will be quick if you know a good criminal lawyer or a good lawyer who is good in both civil and criminal proceedings.
You can also initiate civil proceedings. Recovery of possession is the right thing to do. Court fee is also likely to be high depending on the value of the property. You also need to pray for declaration that you are the rightful owner, because you entered into sale agreement and he paid part of the amount. It is necessary to study all the papers to decide the correct course of action.
Please approach both criminal and civil lawyers or somebody who is good in both.