Olx India — Saw an ad on OLX of iphone in cheap the guy told me to order and receive duplicate iphone

I saw an ad on OLX for an iPhone 12 as 22500 INR at first I thought how it was possible that it was so cheap my curiosity increased, and I decided to talk with him, so first olx guy want to have a conversation on WhatsApp and I agree then I asked him how you sell so cheap he replies that these iPhones are imported, and it doesn't have any bill that's why it's so cheap, and I fall in his trap and decides to order that iPhone 12 in 22500 INR and also its COD, so I didn't think it's a scam, but I was wrong when I receive the iPhone I make the video o[censored]nboxing and when I open the box I instantly realize that it's a clone iPhone which operates on android these guy had done a very good job to replicate but something you just can't replicate, and then I tried to contact the person and guess what he didn't even pick my phone

So I just want to know what can I do and is it any way to recover my money.