April 2025

Announcing pgvector 0.8.0 Support in Aurora PostgreSQL

Posted on: April 9, 2025 Amazon Aurora PostgreSQL-Compatible Edition now supports pgvector 0.8.0, an open-source extension for PostgreSQL dedicated to storing vector embeddings within your database. This extension brings significant advancements to vector similarity search capabilities, enabling Amazon Aurora’s application in generative artificial intelligence (AI) contexts such as semantic search and retrieval-augmented generation (RAG). With …

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Discover Meta’s Llama 4: The Future of AI in Amazon SageMaker

In the rapidly evolving world of artificial intelligence, Meta’s Llama 4 now available in Amazon SageMaker JumpStart is a game-changer. The release of Llama 4 models—including the groundbreaking Llama 4 Scout 17B and Llama 4 Maverick 17B—marks a significant advancement in multimodal AI capabilities. This guide will explore the features, advantages, integrations, and practical applications …

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Unleashing the Power of Amazon EC2 C6in Instances in Osaka

Introduction: AWS Expands with C6in Instances¶ Starting today, Amazon Elastic Compute Cloud (Amazon EC2) C6in instances are available in AWS Region Asia Pacific (Osaka). The launch of these sixth-generation network optimized instances, powered by 3rd Generation Intel Xeon Scalable processors and built on the AWS Nitro System, is a substantial upgrade for businesses looking to …

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Amazon OpenSearch Ingestion Launches in Europe (Spain)

Unlock advanced data management capabilities for your projects In recent years, organizations have become increasingly dependent on data to inform decisions, drive business strategies, and enhance customer experiences. With massive volumes of data being generated daily, there’s a significant need for efficient data ingestion and processing systems. The introduction of Amazon OpenSearch Ingestion in the …

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Amazon Bedrock Guardrails: Safely Building AI Apps

The recent announcements from Amazon regarding Bedrock Guardrails mark a significant step in the evolution of generative AI applications. With new capabilities designed to safely build generative AI applications, this guide will delve deep into the features, functions, and methodologies surrounding Amazon Bedrock Guardrails, emphasizing its configuration, implementation, and the best practices to enhance your …

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AWS Transfer Family: Efficiently Manage SFTP Files

The AWS Transfer Family SFTP (Secure File Transfer Protocol) connectors now feature the capability to delete, rename, or move files on remote SFTP servers. This enhancement is a game-changer for businesses and developers needing to manage remote files efficiently. In this comprehensive guide, we will explore the functionalities of the AWS SFTP connectors, delve into …

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Amazon Bedrock: Unlocking the Power of Prompt Caching

In the fast-paced world of artificial intelligence and cloud computing, Amazon continues to lead the charge. One of its latest advancements is the introduction of prompt caching, a game-changing feature within Amazon Bedrock. By caching frequently used inputs and drastically reducing the cost of operations—up to 90%—and minimizing latency by up to 85%, this capability …

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Amazon EventBridge Archive and Replay: KMS Keys Support

Introduction¶ As organizations increasingly migrate their applications to the cloud, data security and regulatory compliance have become more vital than ever. With Amazon EventBridge Archive and Replay now supporting AWS Key Management Service (KMS) customer managed keys, users can enhance their event management functionality while maintaining stringent security standards. This capability allows developers to choose …

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Amazon Security Lake Adds IPv6 Support for Enhanced Security

In a significant step forward for data management and cybersecurity, Amazon Security Lake now supports Internet Protocol Version 6 (IPv6), allowing customers to leverage dual-stack endpoints for superior service configuration and management. This guide delves into the implications of IPV6 adoption, its benefits, and the specific features of Amazon Security Lake that are enhanced through …

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