The Chattahoochee River is a tributary of the Chattahoochee The River in a Nutshell. The Chattahoochee River rises in the southern Appalachian Mountains in the southeast part of Georgia and runs southwesterly through the Atlanta metropolitan area before ending at Lake Seminole on the Georgia-Florida border.