It happened just after 7 a.m. in the McKinley Park neighborhood near West 35th Place and South Western Boulevard.
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Authorities haven't said what led to the crash, but video from the scene shows two damaged cars. One had crashed into the restaurant, and another was seen in the street.
The Chicago Fire Department said two people were taken to the hospital.
Further information was not immediately available.