Unlock personalized experiences powered by AI using Amazon Personalize and Amazon OpenSearch Service

This article explains how to integrate Amazon Personalize with Amazon OpenSearch Service to enable personalized search experiences by leveraging user behavior data and machine learning. It provides a step-by-step guide for setting up the necessary resources, deploying the Amazon Personalize Search Ranking plugin, and configuring search pipelines to enable personalized re-ranking of search results.

Specifically, the article covers:

• Overview of the solution architecture and workflow
• Prerequisites and deployment of a CloudFormation stack
• Setting up Amazon Personalize resources (dataset group, solution, campaign)
• Installing and enabling the Amazon Personalize Search Ranking plugin
• Configuring search pipelines and applying personalized ranking
• Evaluating and comparing personalized vs. non-personalized search results
• Cleaning up the deployed resources