You can learn about the history of Talara with a visit to Iglesia Matriz Virgen de la Inmaculada. Amble around the area's parks or visit its monuments.
Though Hospital Nivel II Talara might be what brings you to town, perhaps you'll have a chance to explore more of Talara while you are here.