Divorcing or abandoning your partner is not a good choice of mind. But divorce is a legal proceeding in India.
If you want it easier for you and your spouse then you must consult with her and try to dispose of all your issues with forgiveness.
When the situation is not improved then you can take the help of an expert Delhi divorce lawyer or a family lawyer.