Immediate treatment for cholera toxin exposure involves the replacement of lost fluids and electrolytes through oral rehydration therapy or intravenous fluids. Antibiotics can also be used to reduce the duration of diarrhea and bacterial shedding, but rehydration is the primary treatment. In severe cases, hospitalization may be necessary to manage complications and administer intravenous therapy effectively.