you can select the Create Library option if prompted and enter your library name. iTunes will create a new iTunes Media folder and iTunes library file, and completely reset your library.
It is true that you can store “library files” in Dropbox and point to another “iTunes Media” location, but that method caused too many issues on my computers and I had to create a new library from ...