The Belgrade club says the Blues forked out £3.5m - a world record for a player under 18.
"OFK and Chelsea have reached an agreement for Rajkovic," said Belgrade general director Vladimir Bulatovic.
"He will stay with us until the end of the 2006-07 season and then he will join Chelsea."