Acid- Base Extractions can help. Maybe if you can specify what compound you want to isolate, it will be of more help.
Ethanol extraction can also be of use and it is quite simple and final product will be free of any other compounds if you use 99.9% ethanol. First go for a vaporizing test to find if any residues will be present.