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Hello.
Is there any way to connect to a particular database by just providing the database name without the username and password ?
Using IAM authentication eliminates the need for passwords.
However, you must instead issue temporary credentials and use them to connect to the database.
https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/UsingWithRDS.IAMDBAuth.html
Additionally, IAM authentication has limitations, so you may need to be careful when using it depending on the application.
https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/UsingWithRDS.IAMDBAuth.html#UsingWithRDS.IAMDBAuth.Limitations
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