Automate Amazon Bedrock batch inference: Building a scalable and efficient pipeline

This article provides a detailed guide on building a scalable and efficient pipeline to automate batch inference jobs using Amazon Bedrock, AWS Lambda, Amazon DynamoDB, and Amazon EventBridge.

Specifically, the article covers:

• The benefits of using Amazon Bedrock batch inference for processing large volumes of data cost-effectively
• An overview of the proposed solution architecture and workflow
• Step-by-step instructions for deploying the solution using AWS CloudFormation
• How the Lambda functions manage job queues, submit new jobs, and update job statuses in DynamoDB
• Guidelines for cleaning up resources after using the solution
• Conclusion highlighting the key advantages of this automated pipeline