Is there a way where I can purchase products from Flipkart at wholesale price?
Yes, you can purchase products from Flipkart at wholesale price. Flipkart has a separate marketplace for that checkout Flipkart Wholesale you will find similar products that are on Flipkart at wholesale price.
This is a B2B platform. You will be provided GST invoices too for Input credit. Do remember that you will need a GSTIN.