How much do you have? What are the impurities? Can you just do some simple extraction to remove the "oily material"? After that, if you have over a gram, distillations are still feasible. You can do a kugelrohr distillation if you have the equipment. I have not done many extractions in the lab, but my guess is that you could get that to work on a very small scale (look into any small scale organic lab text book and I bet you will find a general procedure).
As far as chromatography, just do some TLCs. In general, the best solvent system for a column is one that when ran as your TLC solvent system gives an Rf of ~.25-.35 for the desired component.