Sweet peas are flowering plants known for their delicate, colorful blooms and sweet fragrance. They belong to the genus Lathyrus and are part of the Fabaceae family, which also includes peas and beans. Sweet peas are annuals, meaning they complete their life cycle within a single growing season.