RDS Database Connection with Jupyterlab instance setup within Sagemaker Studio

Hi abhijieet,

Check these steps to resolve issue:

Ensure your RDS instance is up and running. Note down the endpoint, port, database name, username, and password for your RDS instance.

Ensure the security group associated with your RDS instance allows inbound traffic from the SageMaker Studio. You can find the SageMaker Studio security group in the AWS console and allow its IP range to access the RDS instance.

Refer the links hope it helps

https://repost.aws/knowledge-center/sagemaker-connect-rds-db-different-vpc

https://stackoverflow.com/questions/76176988/aws-sagemaker-jupyter-labs-and-rds-connection

https://medium.com/@sjacks/using-rds-on-aws-with-jupyter-notebooks-c2703299fcc8