If you are using Rails, you will need a database. Often SQLite 3 may be used for local development, while one of the others might be used for deployment.
MySQL
http://www.mysql.com/
SQLite
http://www.sqlite.org/
PostgreSQL
http://www.postgresql.org/
SQL Server Express
http://www.microsoft.com/sql/editions/express/
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