I think you mean you want to only have alkaloids for study?
I can think of 2 ways. One way is to partition the extract between dichloromethane and acidic water. Separate the water, and make it basic (pH 9 or 10) and partition again in dichloromethane. The alkaloids will in the dichloromethane as a free base. You can Use C18 to purify them.
The other way is to use a strong cation exchange resin (SCX). This captures the alkaloids, and you may be able to resolve some of them from each other at this step.