There were no reports of casualties but explosives were seized from the spot, said Additional Superintendent of Police Rahul Shrirame.
District police and CRPF jawans were carrying out a combing operation in the area when Naxals opened fire.
Ultras fled when the police and CRPF jawans retaliated, and two detonators and explosives were found near the spot.