Suggest a novel about someone who gets swept into adventure against their will

Bilbo did not ask to go on that adventure. He was fine in his hole with his breakfast. That is what I liked. He was not a chosen hero. Just someone who got dragged along and figured it out as he went.

Does anyone know another book with that same setup. A regular person. No special destiny. Just circumstances.