December 2025

Introduction The launch of automatic semantic enrichment for Amazon OpenSearch Service represents a significant advancement in search technology, allowing organizations to enhance their data retrieval processes. This innovation streamlines the way users find information by understanding the context and meaning behind queries, rather than relying solely on exact keyword matches. In this comprehensive guide, we …

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Introduction¶ In the ever-evolving world of database management, businesses need efficient, cost-effective solutions that match their developmental needs. One recent innovation that stands out is the announcement from Amazon regarding its Relational Database Service (RDS) for SQL Server, which now supports the SQL Server 2022 Developer Edition. In this guide, we will explore the intricacies …

Unlock Savings with Amazon RDS for SQL Server Developer Edition Read More »

In the evolving landscape of artificial intelligence, organizations seek solutions to adapt AI models to unique business needs. Reinforcement fine-tuning in Amazon Bedrock presents an opportunity to dramatically increase model accuracy without requiring extensive machine learning expertise or massive datasets. With an average increase of 66% in accuracy over base models, this state-of-the-art feature allows …

Unlocking Model Performance: Reinforcement Fine-Tuning in Amazon Bedrock Read More »

The recent updates to the Amazon Bedrock Responses API bring a wealth of new capabilities for developers interested in machine learning and artificial intelligence. In this comprehensive guide, we will explore everything you need to know about this API, how it enhances the existing services of Amazon Bedrock, and actionable steps to integrate it into …

Amazon Bedrock’s New Responses API: A Comprehensive Guide Read More »

AWS continues to innovate with its offerings in the cloud computing landscape, and one of its most exciting announcements is the launch of the Amazon EC2 M9g instances powered by the AWS Graviton5 processors. This comprehensive guide will dive deep into understanding these instances, their benefits, use cases, and the technical details that set them …

Unlocking the Power of Amazon EC2 M9g Instances with Graviton5 Read More »

As organizations increasingly turn to artificial intelligence, training foundation models efficiently is more critical than ever. Elastic training on Amazon SageMaker HyperPod is a significant innovation, allowing companies to streamline their training processes and maximize the utilization of available computing resources. In this comprehensive guide, we will dive into the intricacies of elastic training, its …

Elastic Training on Amazon SageMaker HyperPod: A Game Changer Read More »

Introduction to TypeScript Support in Strands Agents¶ In the world of AI development, flexibility, and efficiency are paramount. This is particularly true when building agents capable of complex tasks with minimal coding. TypeScript support in Strands Agents, announced recently, opens a new avenue for developers who prefer the robustness and clarity of TypeScript over Python …

Announcing TypeScript Support in Strands Agents: A Developer’s Guide Read More »

In the evolving landscape of artificial intelligence, the need for tailored solutions that suit specific business requirements has become paramount. The new serverless model customization capability in Amazon SageMaker AI has arrived to address these needs, enabling developers to streamline the customization of AI models with ease. With its intuitive interface and robust features, this …

Unlocking the New Serverless Model Customization Capabilities in Amazon SageMaker AI Read More »

Introduction In the rapidly evolving landscape of artificial intelligence and machine learning, every second count, especially when it comes to model training. Amazon SageMaker HyperPod has introduced checkpointless training, a game-changing feature that enhances model training efficiency and reduces downtime in case of failures. If you’re an AI practitioner or a business seeking to optimize …

Amazon SageMaker HyperPod: Breakthrough with Checkpointless Training Read More »

The world of big data processing is ever-evolving, and organizations rely heavily on tools like Apache Spark for their data analytics needs. However, upgrading these systems can often be a daunting task. That’s where the new Apache Spark upgrade agent for Amazon EMR comes into play. This guide will delve deep into how this upgrade …

Accelerate Apache Spark Upgrades on Amazon EMR with Ease Read More »