You look at the pedipalps, which are they appendages closest to the fangs.
The males have an extra appendage on the end of them called the cymbium, which holds the palpal organ, which holds the sperm. Females don't have this end piece, but still have pedipalps. Females are usually larger than males too.
Here is a male, with its pedipapls. Picture Source