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If this is your first time connecting you will need to install postgresql in order to connect to RDS:

$ sudo amazon-linux-extras enable postgresql10
$ sudo yum clean metadata
$ sudo yum install postgresqlpostgresql15

Connect to RDS from EC2 Instance

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