Phytochemistry is the study of the chemicals derived from plants, which includes understanding their biosynthesis, structure, function, and potential benefits or hazards to humans and other organisms. It plays a crucial role in pharmacognosy, agriculture, and food science by identifying bioactive compounds that can be utilized for medicinal, nutritional, or industrial purposes.