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Deliver personalized marketing with Amazon Bedrock Agents

Machine Learning Blog



This article discusses a solution that uses Amazon Bedrock Agents, Amazon Bedrock Knowledge Bases, Amazon Bedrock Developer Experience, and Amazon Personalize to allow marketers to deliver efficient personalized advertising using a generative AI-enhanced solution.

Specifically, the article covers:

  • Overview of the marketing agent solution that segments customers and generates personalized creative content
  • Solution architecture and key components (Merchandise tool, User segment tool, Creative content tool)
  • Data preparation steps (storing creative content, user segmentation with Amazon Personalize, etc.)
  • Steps to build the marketing agent using Amazon Bedrock Agents and associated tools
  • Testing the marketing agent and an example output
  • Clean-up steps to delete the resources


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