A police spokesman said a 49-year-old woman and a 34-year-old man were arrested in connection with the incident and are in police custody.
The spokesman said anyone who saw or heard a disturbance in The Sidings on Wednesday afternoon should call 101 quoting crime reference LR/01129/14-8.
The Sidings a tainted modern part of Oakham has seen murder, cop killer, drug dealers, drug abuse, overdoses and suicides since the small estate was built. About 8 years ago.