Identified as Vasanti alias Savita Pandu Potem, the 25-year-old joined the naxal movement in 2004 and was Dalam Commander in Ganglur in Bijapur district in neighbouring Chhattisgarh between 2006 and 2010.
Her husband Madhu was also a hardcore naxalite and operated in Andhra Pradesh. He died in 2006.
Vasanti was produced before a court in Gadchiroli and was handed over to Bijapur Police yesterday, police added.