Fix is easy as I am using Apache(2), I was able to fix this by adding the following piece of code in my
000-default.confLocated at
/etc/apache2/sites-available<Directory /var/www/>
AllowOverride All
</Directory>Directory /var/www is going to be your complete path of Magento 2 store
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