I bought stamp paper worth ₹25,000 for a deal that’s now been delayed. The other party signed it, but what can I do with this stamp paper to get my money back?

Indian law does not allow for refunds on stamp paper once purchased. You cannot get your money back. However, you can explore options like using the stamp paper for a different transaction, or potentially transferring it to someone else who needs it.