Hi Argha,
My name is Vikas. I can help you in this.
When you first installed and activated Office that license should have become associated to your Microsoft Account online, and it is from there that you can re-install Office without the need for a product key:
https://account.microsoft.com/services/
Hoping you will find this helpful.