How to set up vectorize bindings in NextJS application

I am deploying a NextJS application on pages. In my account dashboard I can see settings for setting up bindings for D1, AI etc but I cannot find where to set up bindings for vectorize. As such, vectorize is undefined in my application, despite having it set up in my wrangler.toml file