An agricultural baler includes a baling chamber configured to receive a compressible material and a track positioned about at least a portion of the baling chamber. The track is configured to receive a strap and to guide the strap around the portion of the baling chamber. The agricultural baler also includes a sealing assembly positioned adjacent to a first side of the baling chamber and configured to receive the strap and to seal the strap into a loop around the compressible material to form a strapped bale. The sealing assembly is configured to move relative to the baling chamber as the sealing assembly seals the strap into the loop around the compressible material as the compressible material moves toward an outlet at a second end of the baling chamber.