A galactose-free diet is a dietary regimen that excludes all sources of galactose, a type of sugar found in milk and dairy products. This diet is primarily recommended for individuals with a genetic disorder called galactosemia, which prevents the body from properly metabolizing galactose, leading to toxic accumulation that can cause serious health problems.