Please refer to the International Conference on Harmonization (ICH) guidelines for more detail.
A quick definition would be:
–Potency is a measure of drug activity expressed in terms of the amount required to produce an effect of given intensity.
–Purity is a measure of the amount of API present in a sample compared to those of related substances, impurities, residual solvents, etc.