OpenLP stores songs in an SQLite database. Just open the data folder (Tools menu), and find the "songs.sqlite" in the "songs" folder. Make sure OpenLP is not running when you open the database.
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Don't forget to make a backup first! If you mess up the database, it'll be a lot of hard work to get it back.