In 'Madeline And The Gypsies', the third book in the Madeline series by Ludwig Bemelmans, the irrepressible Madeline and her friend Pepito join a gypsy circus by chance and experience many adventures. The story is known for its lively artwork and rhyming text, capturing the whimsy of childhood adventures.