He began playing football at the age of seven with Toulouse ACF before joining Toulouse’s academy at 12. In December 2018, at just 17 years old, Diakite made his first senior start for Toulouse in a Ligue 1 match against Reims. After nine years with his boyhood club, he left in August 2022 to sign for Lille.