Artificial Intelligence
Author: Nikhil Jha
Nikhil Jha is a Senior Technical Account Manager at Amazon Web Services. His focus areas include AI/ML, building Generative AI resources, and analytics. In his spare time, he enjoys exploring the outdoors with his family.
Context extraction from image files in Amazon Q Business using LLMs
In this post, we look at a step-by-step implementation for using the custom document enrichment (CDE) feature within an Amazon Q Business application to process standalone image files. We walk you through an AWS Lambda function configured within CDE to process various image file types, and showcase an example scenario of how this integration enhances Amazon Q Business’s ability to provide comprehensive insights.
Enable Amazon SageMaker JumpStart for custom IAM execution roles
With an Amazon SageMaker Domain, you can onboard users with an AWS Identity and Access Management (IAM) execution role different than the Domain execution role. In such case, the onboarded Domain user can’t create projects using templates and Amazon SageMaker JumpStart solutions. This post outlines an automated approach to enable JumpStart for Domain users with […]