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To set up a great SMS API with AWS SNS and nodejs, start by creating a new project and cloning it. Rename the file 'env.example' to '.env' and obtain your AWS access key, secret key, and region settings. In the AWS IAM section, create a new user with programmatic access and assign permissions. Create a group and grant the necessary permissions for the user.