Enterprise-grade natural language to SQL generation using LLMs: Balancing accuracy, latency, and scale

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Enterprise data by its very nature spans diverse data domains, such as security, finance, product, and HR... Data across these domains is often maintained across disparate data environments (such as Amazon Aurora, Oracle, and Teradata), with each managing hundreds or perhaps thousands of tables to represent and persist business data... These tables house complex domain-specific schemas, with ins...

AWS Field Experience reduced cost and delivered low latency and high performance with Amazon Nova Lite foundation model

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AWS Field Experience (AFX) empowers Amazon Web Services (AWS) sales teams with generative AI solutions built on Amazon Bedrock, improving how AWS sellers and customers interact... Migration to the Amazon Nova Light foundation model Initially, AFX selected a range of models available on Amazon Bedrock, each chosen for its specific capabilities tailored to the diverse requirements of various sum...

Combine keyword and semantic search for text and images using Amazon Bedrock and Amazon OpenSearch Service

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Customers today expect to find products quickly and efficiently through intuitive search functionality... A seamless search journey not only enhances the overall user experience, but also directly impacts key business metrics such as conversion rates, average order value, and customer loyalty... As a result, delivering exceptional search functionality has become a strategic differentiator for mode...

Fed Expected To Keep Rates Steady Despite Trump’s Calls For Cuts

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Pressure on the Fed to ease, however, is likely to fall on deaf ears at the central bank until its confident that the runup in inflation expectations is temporary...The Atlanta Fed’s monthly poll of businesses, for example, indicates that firms continued to lift expectations for the year-ahead inflation rate...More worrisome: Consumer inflation expectations are also hotti...

Macro Briefing: 24 April 2025

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“The early flash PMI data for April point to a marked slowing of business activity growth at the start of the second quarter, accompanied by a slump in optimism about the outlook,” said Chris Williamson, chief business economist at S&P Global Market Intelligence, which published the report... “Most businesses expected to pass through additional costs to customers... Inflation expectatio...

How to import existing AWS Organizations SCPs and RCPs to CloudFormation

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Importing existing SCPs and RCPs into AWS CloudFormation can help streamline the management of your policies by enabling history tracking, policy validation through CloudFormation Hooks, and rollback capabilities... With Git sync, you can use pull requests and version tracking to configure, deploy, and update your CloudFormation stacks from a centralized location... When you commit changes to t...

Unveiling GPT-image-1: Rising to new heights with image generation in Azure AI Foundry

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We are thrilled to announce the launch of GPT-image-1, the latest and most advanced image generation model... This groundbreaking model sets a new standard in generating high-quality images, solving complex prompts, and offering zero-shot capabilities in various scenarios...Build custom generative AI solutionsThat’s enough text to describe an image generation model for now—check out ...