Build scalable containerized RAG based generative AI applications in AWS using Amazon EKS with Amazon Bedrock
TutoSartup excerpt from this article:
In this post, we demonstrate a solution using Amazon Elastic Kubernetes Service (EKS) with Amazon Bedrock to build scalable and containerized RAG solutions for your generative AI applications on AWS while bringing your unstructured user file data to Amazon Bedrock in a straightforward, fast, and secure way... Amazon EKS provides a scalable, secure, and cost-efficient environment for building RA...
In this post, we demonstrate a solution using Amazon Elastic Kubernetes Service (EKS) with Amazon Bedrock to build scalable and containerized RAG solutions for your generative AI applications on AWS while bringing your unstructured user file data to Amazon Bedrock in a straightforward, fast, and secure way... Amazon EKS provides a scalable, secure, and cost-efficient environment for building RA...
How Hexagon built an AI assistant using AWS generative AI services
TutoSartup excerpt from this article:
Commercial compared to open source LLMs We used multiple evaluation criteria, as illustrated in the following figure, to determine whether to use a commercial or open source large language model (LLM)... Customization – Tailor the model to understand domain-specific terminology and context... Control over the model lifecycle – By using open source LLMs, we’re able to control the lif...
Commercial compared to open source LLMs We used multiple evaluation criteria, as illustrated in the following figure, to determine whether to use a commercial or open source large language model (LLM)... Customization – Tailor the model to understand domain-specific terminology and context... Control over the model lifecycle – By using open source LLMs, we’re able to control the lif...
Mapping AWS security services to MITRE frameworks for threat detection and mitigation
TutoSartup excerpt from this article:
In the cloud security landscape, organizations benefit from aligning their controls and practices with industry standard frameworks such as MITRE ATT&CK®, MITRE EngageTM, and MITRE D3FENDTM... As organizations use AWS to enhance their operational capabilities, implementing comprehensive security strategies becomes an important part of cloud adoption... This blog post explores how AWS securit...
In the cloud security landscape, organizations benefit from aligning their controls and practices with industry standard frameworks such as MITRE ATT&CK®, MITRE EngageTM, and MITRE D3FENDTM... As organizations use AWS to enhance their operational capabilities, implementing comprehensive security strategies becomes an important part of cloud adoption... This blog post explores how AWS securit...
US-China Trade Deal Lifts Markets, But US Stocks Still Trail
TutoSartup excerpt from this article:
The assumption is that progress on trade talks reduces recession risk, here and abroad...The rebound in optimism that the worst of global trade war will be averted was given a shot in the arm after the weekend’s news that the US and China are dialing down their tariffs...Perhaps why the progress on a trade deal doesn’t appear set to persuade the Fed to lower rates in the near term... ...
The assumption is that progress on trade talks reduces recession risk, here and abroad...The rebound in optimism that the worst of global trade war will be averted was given a shot in the arm after the weekend’s news that the US and China are dialing down their tariffs...Perhaps why the progress on a trade deal doesn’t appear set to persuade the Fed to lower rates in the near term... ...
Macro Briefing: 13 May 2025
TutoSartup excerpt from this article:
The tariff truce between the US and China dials down recession risk, or so it appears, based on the sharp rise in global equity markets on Monday... Mark Williams, at Capital Economics, advised: “The new status quo isn’t too far from our baseline assumption for tariffs [of] 10% for most countries [and] 60% for China, which underpins our view that the US economy will avoid recession... The news...
The tariff truce between the US and China dials down recession risk, or so it appears, based on the sharp rise in global equity markets on Monday... Mark Williams, at Capital Economics, advised: “The new status quo isn’t too far from our baseline assumption for tariffs [of] 10% for most countries [and] 60% for China, which underpins our view that the US economy will avoid recession... The news...
Announcing new fine-tuning models and techniques in Azure AI Foundry
TutoSartup excerpt from this article:
Today, we’re excited to announce three major enhancements to model fine-tuning in Azure AI Foundry—Reinforcement Fine-Tuning (RFT) with o4-mini (coming soon), Supervised Fine-Tuning (SFT) for the GPT-4...1-nano and Llama 4 Scout model (available now)... With these new models, we’re unblocking two major avenues of LLM customization: GPT-4...1-nano is a powerful small model, ideal for dis...
Today, we’re excited to announce three major enhancements to model fine-tuning in Azure AI Foundry—Reinforcement Fine-Tuning (RFT) with o4-mini (coming soon), Supervised Fine-Tuning (SFT) for the GPT-4...1-nano and Llama 4 Scout model (available now)... With these new models, we’re unblocking two major avenues of LLM customization: GPT-4...1-nano is a powerful small model, ideal for dis...
Monitoring and optimizing the cost of the unused access analyzer in IAM Access Analyzer
TutoSartup excerpt from this article:
In this post, we explore how the unused access analyzer in IAM Access Analyzer works, dive into the cost implications, and share practical approaches to manage and optimize how you use it with a primary focus on cost optimization... Understanding the unused access analyzer in IAM Access Analyzer IAM Access Analyzer has two capabilities to generate findings: External access analysis (no add...
In this post, we explore how the unused access analyzer in IAM Access Analyzer works, dive into the cost implications, and share practical approaches to manage and optimize how you use it with a primary focus on cost optimization... Understanding the unused access analyzer in IAM Access Analyzer IAM Access Analyzer has two capabilities to generate findings: External access analysis (no add...