How to develop a standalone Remix application using Shopify Cli 3?

Hello Shopify Community!

I am new on Shopify CLI 3, and I’m eager to develop a standalone Remix application that seamlessly integrates with Shopify using Shopify CLI 3. Although the documentation is good but there is no guidance on how to develop a standalone Remix app?

Your expertise and advice would be greatly appreciated! Thank you in advance.