This is a high read, low write application. And SSDs offer very fast random I/O performance. SQLite is more than sufficient and the entire database may well fit

This is a high read, low write application. And SSDs offer very fast random I/O performance. SQLite is more than sufficient and the entire database may well fit into the page cache anyway.