The French winger is currently on-loan at Vitesse Arnhem.
Kakuta said: "I am very grateful for my time at Chelsea.
"But like any professional footballer, I want to play regularly in order to give new impetus to my career and evolve to a higher level.
"I know I am ready for this challenge."
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