Artificial Intelligence
Author: Clement Perrot
Clement Perrot is a Senior Solutions Architect and AI/ML Specialist at Amazon Web Services (AWS), where he helps early-stage startups build and leverage AI on the AWS platform. Prior to AWS, Clement was an entrepreneur who’s last two AI and consumer hardware startups were acquired.
Generate structured output from LLMs with Dottxt Outlines in AWS
This post explores the implementation of Dottxt’s Outlines framework as a practical approach to implementing structured outputs using AWS Marketplace in Amazon SageMaker.
Implement human-in-the-loop confirmation with Amazon Bedrock Agents
In this post, we focus specifically on enabling end-users to approve actions and provide feedback using built-in Amazon Bedrock Agents features, specifically HITL patterns for providing safe and effective agent operations. We explore the patterns available using a Human Resources (HR) agent example that helps employees requesting time off.
Evaluate and improve performance of Amazon Bedrock Knowledge Bases
In this post, we discuss how to evaluate the performance of your knowledge base, including the metrics and data to use for evaluation. We also address some of the tactics and configuration changes that can improve specific metrics.