The NWS has issued a tornado watch until 1am which includes Chicago. Note that the tornado threat extends until well after dark.
Pretty much as forecast, thunderstorms are developing in the northwest part of the outlook area (below). Radar from 6:19pm below. These are expected to intensify into supercells and move southeast.