Elevate customer experience by using the Amazon Q Business custom plugin for New Relic AI

Favorite Digital experience interruptions can harm customer satisfaction and business performance across industries. Application failures, slow load times, and service unavailability can lead to user frustration, decreased engagement, and revenue loss. The risk and impact of outages increase during peak usage periods, which vary by industry—from ecommerce sales events to

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Shared by AWS Machine Learning December 4, 2024

Query structured data from Amazon Q Business using Amazon QuickSight integration

Favorite Amazon Q Business is a generative AI-powered assistant that can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in your enterprise systems. Although generative AI is fueling transformative innovations, enterprises may still experience sharply divided data silos when it comes to enterprise

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Shared by AWS Machine Learning December 4, 2024

Driving Open Source Forward: Make Your Impact in 2025

Favorite Members Newsletter – December 2024 Our work thrives because of a passionate community dedicated to Open Source values. From advancing initiatives like the Open Source AI Definition to addressing challenges in licensing and policy, collaboration has always been our driving force. While 2024 brought significant progress, the challenges ahead

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Shared by voicesofopensource December 3, 2024

Improving Open Source security with the new GitHub Secure Open Source Fund

Favorite The Open Source community underpins much of today’s software innovation, but with this power comes responsibility. Security vulnerabilities, unclear licensing, and a lack of transparency in software components pose significant risks to software supply chains. Recognizing this challenge, GitHub recently announced the GitHub Secure Open Source Fund—a transformative initiative

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Shared by voicesofopensource December 3, 2024

Fast and accurate zero-shot forecasting with Chronos-Bolt and AutoGluon

Favorite Chronos-Bolt is the newest addition to AutoGluon-TimeSeries, delivering accurate zero-shot forecasting up to 250 times faster than the original Chronos models [1]. Time series forecasting plays a vital role in guiding key business decisions across industries such as retail, energy, finance, and healthcare. Traditionally, forecasting has relied on statistical

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Shared by AWS Machine Learning December 3, 2024

Introducing Fast Model Loader in SageMaker Inference: Accelerate autoscaling for your Large Language Models (LLMs) – Part 2

Favorite In Part 1 of this series, we introduced Amazon SageMaker Fast Model Loader, a new capability in Amazon SageMaker that significantly reduces the time required to deploy and scale large language models (LLMs) for inference. We discussed how this innovation addresses one of the major bottlenecks in LLM deployment: the

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Shared by AWS Machine Learning December 3, 2024