Home icon

Elevate workforce productivity through seamless personalization in Amazon Q Business

Machine Learning Blog



This article discusses how Amazon Q Business, a generative AI-powered assistant, leverages personalization to improve the relevance of its responses to users' queries. It provides an overview of how user attributes, such as work location, department, and job title, are made available to Amazon Q Business and used to augment queries to retrieve more relevant documents from the search index, ultimately leading to more accurate and personalized responses.

Specifically, the article covers:

  • How user attributes are passed to Amazon Q Business from identity providers like AWS IAM Identity Center or IAM federation
  • A use case demonstrating how personalization based on a user's work location improves the relevance of responses about available training classes
  • Steps for configuring user attributes in identity providers like Okta for SAML 2.0 and OIDC authentication
  • Enabling personalization in Amazon Q Business settings
  • Considerations for identifying suitable use cases where personalization can add value based on available user attributes and data composition
  • Conclusion emphasizing the potential of personalization to build trust with users by providing more relevant and meaningful responses


Go to article

The AWS News Feed is currently looking for gold sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.

Related articles

Apr 15
2025
Elevate business productivity with Amazon Q and Amazon Connect
Apr 30
2024
Amazon Q Business, now generally available, helps boost workforce productivity with generative AI
Jul 9
2024
Amazon Q Business now provides responses that are personalized to users
Jan 13
2025
Boosting team innovation, productivity, and knowledge sharing with Amazon Q Business – Web experience

The AWS News Feed is currently looking for silver sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.