Bilbo invited Gandalf because he was friends with his grandfather which was the Old Took however Gandalf only came to tell him about his adventure and show the map to him
Bilbo invites him because he has nothing else to say.
he did not even mean to say it.
he just wanted him to go because he didnt like Gandalfs talk of adventure.
