Alkaloids are nitrogen-containing secondary metabolites produced by plants, recognized for their pharmacological activity and classified based on their chemical structures and biological effects. They can be isolated and purified using various methods, including the Stass-Otto and Manske methods, and exhibit protective functions in plants and significant physiological effects in humans. Structural determination techniques for alkaloids involve molecular formula analysis, functional group testing, and physical methods such as spectroscopy.