An idiom popularized in the 70's, to "dig something" is to like that something very much.
This is often used in reference to music or film or other parts of pop culture.
Example 1: "I'm really digging that dress you wore to the party." "Oh, thank you."
Example 2: "I dig that new film. Has one of my favorite actors in it."