It should be dairy milk. Dairy itself means dairy farm and dairy products.
Dairy can also be used as an adjective. dairy milk looks like milk from a dairy.
There are many online dictionaries, including Kingsoft and Baidu dictionaries.
This is my interpretation of Kingsoft PowerWord 2007:
Dairy farm, dairy farm, shop selling milk, cream, eggs, etc., dairy products
1.of milk; Made of milk; Dairy 2. Dairy industry; Dairy producer
dairy cattle
Cows (collectively)
dairy maid
Dairywoman
dairy man
Dairy owner; Dairyman; Dairy merchant
dairy products
dairy produce