Getting SSL error on new server

I just moved a Laravel 8 site of mine to a new Ubuntu 22.04 server from an old Ubuntu 18 server. Now, I'm getting this error when I go to my site:

file_get_contents(): SSL operation failed with code 1. OpenSSL Error messages: error:0A000126:SSL routines::unexpected eof while reading

I have PHP 8.1 installed and openssl is installed as well. In my phpinfo() I'm seeing this:

OpenSSL support => enabled
OpenSSL Library Version => OpenSSL 3.0.2 15 Mar 2022
OpenSSL Header Version => OpenSSL 3.0.2 15 Mar 2022
Openssl default config => /usr/lib/ssl/openssl.cnf

Directive => Local Value => Master Value
openssl.cafile => no value => no value
openssl.capath => no value => no value

I have no idea how to fix this and get my site to run. Any advice would be greatly appreciated!