Supplier Cheated, Neither Supplied Material Nor Returning Advance Payment

Dear Sir This is Shadab Khan Director of a export start up called "Shaznsab Product & Services Pvt Ltd". We exports Batteries and other renewable energy products. In Sep-17 We received a big order from new client in Israel for Batteries, we placed that order to a Indian manufacturer called "Atlas Storage Batteries Pvt Ltd" situated at Beawar (Rajasthan) and provided them advance payment of INR 1 Lacs on 7th Oct to supply Goods by 28th Oct-17 against a signed and stamped P.I of supplier. After one month supplier neither supplied goods nor responded to our mails / calls, we tried so many times but no response. So after one and half month we took a middle man and ask him to sort out this problem and took him with us to the factory in Beawar. Mr Girish Baduni - MD of company said that the goods manufactured for us was exported to some other client and now he will pay our advance money back. But even after 2 and half months he has not returned our money and Said we will return when we will have. This issue has cost us lost of client, loss of order, loss of money, loss of time and a hell like mental tension. Now we dont only want our advance money back but need compensation against every torture we have gone through because of this issue caused by supplier. Please advice us the best possible solution for it and How to proceed further. Regards Shadab