The Peoria, a converted steel gunboat, was built as the pilot boat Philadelphia by Neafie and Levy ship and engine building company in Philadelphia, Pennsylvania in March 1896 for the Pennsylvania and Delaware Pilots' Association. The Philadelphia was purchased by the US Navy on 23 May 1898 from the Philadelphia Pilots' Association, and was renamed Peoria. She was commissioned on 15 May 1898.