If no password is set in the database, then you can leave the password field in Moodle blank and it should work...but you have to have a user and to give it privileges to the Moodle database.
By the way, if your Moodle site is accessible to the Internet, not setting a password is bad security.
Tim.
Installing and upgrading help
Do DB need a password?
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