New FHIR server

How can I set up my own FHIR server from scratch?

You need to choose FHIR Server you want to install and read there installation guide. You can check for HAPI FHIR Server

There is also a large selection of examples at the git hub

For example, this submodule is a spring boot wired to JPA/Hibernate