Highly concentrated rug shampoo is a 50 to 1 mix ratio that makes a chemical that can lift the dirt out without an extractor.  Just use with a carpet bonnet or shampoo machine.

ML-1960-4 Restore 50-1 Dri-Foam Rug Shampoo SDS