The 17-year-old fractures his leg and dislocated his ankle during during a training game on Monday.
Kakuta joined the Blues from Lens in 2007.
Chelsea youth director Frank Arnesen said: “It is very serious and he will be out more or less for the rest of the season.
“It happens in football, but we will take good care of him and hopefully he will be back in three months’ time.”
