According to the movie, the Grand Master Ooggway was fascinated by the power of Chi which was taught by the Pandas how to use, in that case, Kai felt extremely jealous and became more selfish & possessive to learn the Chi power and wanted to control and use it for himself;
He decides to take other animal chi to become stronger or rather to give it back or help others through Chi Power;