Connect to Amazon services using AWS PrivateLink in Amazon SageMaker
Machine Learning Blog
This article explains how to configure Amazon SageMaker notebook instances to connect to other AWS services like Amazon Bedrock in a secure environment using AWS PrivateLink and security groups.
Specifically, the article covers:
- Solution overview highlighting the secure architecture
- Creating security groups for inbound and outbound endpoint access
- Creating a SageMaker instance with an outbound security group
- Creating Interface VPC endpoints to connect to AWS services like Amazon Bedrock
- Testing the connection using Python code and finding the endpoint URL
- Steps for cleaning up the resources created
- Conclusion emphasizing secure AI development using AWS services
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