Northern Territory Police are investigating a domestic violence incident after a woman was allegedly seriously assaulted in Alice Springs on Sunday morning.

Police were called to a residence on Kurrajong Drive shortly after 7:30am following reports of a disturbance.

It is alleged a man seriously assaulted his partner, striking her multiple times with a bat before fleeing the scene.

St John Ambulance attended the scene, and the 33-year-old woman was taken to hospital with multiple injuries.

Police are continuing to investigate and are searching for the alleged offender.

Police are urging anyone who witnessed a man walking along Kurrajong Drive shortly after 7:30am on Sunday, or who has dash-cam from the area at that time, to contact police on 131 444 and quote reference number NTP2600064515.