It happened early Sunday morning at the Gold Coast Lounge in the 4000 block of Lancaster Avenue.
Police say two men who were involved in an earlier fight returned to the bar.
The men can be seen on surveillance video striding quickly into the business, pulling guns and opening fire.
Three people were struck in the legs.
Anyone with information about the shooting or the suspects is asked to contact Philadelphia Police.