Can anyone help me to get a site where we can find step by step installation procedure of Typesense installation procedure over GCP Compute engine (GPU) ?

You want to look at GCPs documentation on how to setup a VM with an Nvidia GPU. Once you have that Linux VM running, you want to SSH into it and then follow these instructions to install Typesense: https://typesense.org/docs/guide/install-typesense.html#option-2-local-machine-self-hosting And these instructions for GPU: https://typesense.org/docs/guide/install-typesense.html#using-a-gpu-optional