CIO

DECEMBER 1, 2023

IT leaders looking for a blueprint for staving off the disruptive threat of generative AI might benefit from a tip from LexisNexis EVP and CTO Jeff Reihl: Be a fast mover in adopting the technology to get ahead of potential disruptors. We use AWS and Azure. But the foray isn’t entirely new. We will pick the optimal LLM.

Generative AI 193

Generative AI Artificial Inteligence ChatGPT Azure 193

AWS Machine Learning - AI

MARCH 14, 2025

The computer use agent demo powered by Amazon Bedrock Agents provides the following benefits: Secure execution environment Execution of computer use tools in a sandbox environment with limited access to the AWS ecosystem and the web. Prerequisites AWS Command Line Interface (CLI), follow instructions here. Require Python 3.11

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AWS Generative AI Linux Groups 133

AWS Machine Learning - AI

MARCH 5, 2025

Generative AI question-answering applications are pushing the boundaries of enterprise productivity. These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques.

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Generative AI Systems Review Software Review Artificial Inteligence 76

CIO

OCTOBER 6, 2023

That’s why SaaS giant Salesforce, in migrating its entire data center from CentOS to Red Hat Enterprise Linux, has turned to generative AI — not only to help with the migration but to drive the real-time automation of this new infrastructure. This is going to change how infrastructure is managed.”

Generative AI 211

Generative AI Artificial Inteligence Data Center Operating System 211

CIO

DECEMBER 11, 2024

By modern, I refer to an engineering-driven methodology that fully capitalizes on automation and software engineering best practices. This approach is repeatable, minimizes dependence on manual controls, harnesses technology and AI for data management and integrates seamlessly into the digital product development process.

Data 167

Data Technical Review Software Review Weak Development Team 167

AWS Machine Learning - AI

FEBRUARY 1, 2024

Resilience plays a pivotal role in the development of any workload, and generative AI workloads are no different. There are unique considerations when engineering generative AI workloads through a resilience lens. There are three general types of vector databases: Dedicated SaaS options like Pinecone.

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Generative AI Disaster Recovery Artificial Inteligence AWS 136

CIO

MAY 1, 2024

Is generative AI so important that you need to buy customized keyboards or hire a new chief AI officer, or is all the inflated excitement and investment not yet generating much in the way of returns for organizations? The costs for individual gen AI tasks can be pennies, but even small costs add up.

Generative AI 215

Generative AI Artificial Inteligence Metrics Training 215

AWS Machine Learning - AI

JUNE 18, 2024

On December 6 th -8 th 2023, the non-profit organization, Tech to the Rescue , in collaboration with AWS, organized the world’s largest Air Quality Hackathon – aimed at tackling one of the world’s most pressing health and environmental challenges, air pollution. As always, AWS welcomes your feedback.

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Generative AI Artificial Inteligence Technical Review AWS 129

AWS Machine Learning - AI

AUGUST 8, 2024

Webex’s focus on delivering inclusive collaboration experiences fuels their innovation, which uses artificial intelligence (AI) and machine learning (ML), to remove the barriers of geography, language, personality, and familiarity with technology. Webex works with the world’s leading business and productivity apps—including AWS.

Generative AI 124

Generative AI Artificial Inteligence AWS Machine Learning 124

AWS Machine Learning - AI

DECEMBER 10, 2024

Amazon Q Business is a generative AI-powered assistant that enhances employee productivity by solving problems, generating content, and providing insights across enterprise data sources. authentication , for AWS Secrets Manager secret , select Create and add a new secret or Use an existing one. For example, [link].

Applications 102

Applications Enterprise Authentication AWS 102

CIO

JUNE 2, 2023

That’s because, outside of its top brands, which include Travelocity, VRBO, Hotels.com, Orbitz, Trivago, Wotif, and CarRentals.com, the $14 billion online travel service’s most prized possession is its data — the 70 petabytes of traveler information stored on its AWS cloud. Now, more than 90% of the company’s data is stored on AWS, she says.

Generative AI 159

Generative AI Artificial Inteligence Travel ChatGPT 159

AWS Machine Learning - AI

MARCH 19, 2024

Generative AI using large pre-trained foundation models (FMs) such as Claude can rapidly generate a variety of content from conversational text to computer code based on simple text prompts, known as zero-shot prompting. For details, refer to Step 1: Create your AWS account. Request access to the Amazon Bedrock model.

Generative AI 136

Generative AI Industry Artificial Inteligence Knowledge Base 136

CIO

MARCH 13, 2025

To further get staff up to speed, he brought in about a dozen AI experts from the consulting side of the firm, in addition to another dozen outside consultants who helped build the gen AI functionality for the company while training employees at the same time. They also go to AI events, like the recent AWS re:Invent conference.

Part-Time VPE 205

Part-Time VPE Weak Development Team Fractional VPE Fractional CTO 205

AWS Machine Learning - AI

NOVEMBER 26, 2023

Today, we are excited to announce three launches that will help you enhance personalized customer experiences using Amazon Personalize and generative AI. Generative AI is quickly transforming how enterprises do business. FOX Corporation (FOX) produces and distributes news, sports, and entertainment content. “We

Generative AI 123

Generative AI Artificial Inteligence AWS Sport 123

AWS Machine Learning - AI

MARCH 13, 2025

The integration of generative AI agents into business processes is poised to accelerate as organizations recognize the untapped potential of these technologies. This post will discuss agentic AI driven architecture and ways of implementing. This post will discuss agentic AI driven architecture and ways of implementing.

Artificial Inteligence 94

Artificial Inteligence Lambda Travel Generative AI 94

AWS Machine Learning - AI

MARCH 12, 2025

You can access the model through the Image Playground on the AWS Management Console for Amazon Bedrock, or through APIs. For detailed setup instructions, including account requirements and necessary permissions, visit our documentation on Creative content generation with Amazon Nova. Nitin Eusebius is a Sr.

Generative AI 111

Generative AI Windows Fashion Architecture 111

AWS Machine Learning - AI

JANUARY 4, 2024

Generative AI has opened up a lot of potential in the field of AI. We are seeing numerous uses, including text generation, code generation, summarization, translation, chatbots, and more. We also learned architecture patterns from basic prompt engineering to fine-tuning and RAG. Nitin Eusebius is a Sr.

Generative AI 139

Generative AI Artificial Inteligence Enterprise Data 139

AWS Machine Learning - AI

SEPTEMBER 4, 2024

Amazon SageMaker , a fully managed service to build, train, and deploy machine learning (ML) models, has seen increased adoption to customize and deploy FMs that power generative AI applications. Deploy the models as SageMaker Inference endpoints that can be consumed by generative AI applications.

Generative AI 107

Generative AI Artificial Inteligence Applications AWS 107

AWS Machine Learning - AI

APRIL 9, 2025

Amazon Q Business offers a unique opportunity to enhance workforce efficiency by providing AI-powered assistance that can significantly reduce the time spent searching for information, generating content, and completing routine tasks. Log groups prefixed with /aws/vendedlogs/ will be created automatically.

Weak Development Team 82

Weak Development Team Metrics AWS Systems Review 82

AWS Machine Learning - AI

DECEMBER 14, 2023

Additionally, we cover the seamless integration of generative AI tools like Amazon CodeWhisperer and Jupyter AI within SageMaker Studio JupyterLab Spaces, illustrating how they empower developers to use AI for coding assistance and innovative problem-solving.

Generative AI 124

Generative AI Tools Artificial Inteligence Software Review 124

AWS Machine Learning - AI

APRIL 30, 2025

With the advent of generative AI solutions, a paradigm shift is underway across industries, driven by organizations embracing foundation models (FMs) to unlock unprecedented opportunities. In this post, we highlight how the AI-powered accounting transformation platform uses Amazon Bedrock.

Artificial Inteligence 54

Artificial Inteligence Technical Review Software Review Generative AI 54

AWS Machine Learning - AI

MARCH 13, 2025

deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B Math-7B deepseek-ai/DeepSeek-R1-Distill-Qwen-7B DeepSeek-R1-Distill-Llama-8B Llama-3.1-8B 8B deepseek-ai/DeepSeek-R1-Distill-Llama-8B DeepSeek-R1-Distill-Qwen-14B Qwen2.5-14B 14B deepseek-ai/DeepSeek-R1-Distill-Qwen-14B DeepSeek-R1-Distill-Qwen-32B Qwen2.5-32B

Artificial Inteligence 100

Artificial Inteligence AWS Machine Learning Load Balancer 100

AWS Machine Learning - AI

NOVEMBER 22, 2023

Generative AI can automate these tasks through autonomous agents. We generate a summary from the dataset so the agent can plan for the task provided by the user, in this case, generating a heatmap. You may need to run aws configure --profile and set a default Region; this application was tested using us-east-1.

Generative AI 118

Generative AI Artificial Inteligence AWS Data 118

AWS Machine Learning - AI

SEPTEMBER 20, 2024

In this post, we demonstrate how to use Amazon Bedrock Agents with a web search API to integrate dynamic web content in your generative AI application. Infrastructure as code – You can use AWS CloudFormation or the AWS Cloud Development Kit (AWS CDK) to deploy and manage Amazon Bedrock agents.

Generative AI 105

Generative AI Lambda Applications AWS 105

AWS Machine Learning - AI

SEPTEMBER 13, 2024

We are announcing the availability of sticky session routing on Amazon SageMaker Inference which helps customers improve the performance and user experience of their generative AI applications by leveraging their previously processed information. This feature is available in all AWS Regions where SageMaker is available.

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Generative AI Applications Artificial Inteligence AWS 95

AWS Machine Learning - AI

OCTOBER 23, 2024

The landscape of enterprise application development is undergoing a seismic shift with the advent of generative AI. This innovative platform empowers employees, regardless of their coding skills, to create generative AI processes and applications through a low-code visual designer.

Generative AI 85

Generative AI Artificial Inteligence Enterprise AWS 85

AWS Machine Learning - AI

APRIL 23, 2024

However, to unlock the long-term success and viability of these AI-powered solutions, it is crucial to align them with well-established architectural principles. The AWS Well-Architected Framework provides best practices and guidelines for designing and operating reliable, secure, efficient, and cost-effective systems in the cloud.

Knowledge Base 126

Knowledge Base Scalability Applications Generative AI 126

AWS Machine Learning - AI

SEPTEMBER 9, 2024

Generative artificial intelligence (AI) has revolutionized this by allowing users to interact with data through natural language queries, providing instant insights and visualizations without needing technical expertise. In this post, we share how Domo uses Amazon Bedrock to provide a flexible and powerful AI solution.

Artificial Inteligence 119

Artificial Inteligence Generative AI Data AWS 119

AWS Machine Learning - AI

MAY 2, 2024

If you use Amazon Personalize with generative AI, you can also feed the metadata into prompts. Providing more context to large language models can help them gain a deeper understanding of product attributes to generate more relevant content. For Recipe , choose the new aws-user-personalization-v2 recipe.

Artificial Inteligence 119

Artificial Inteligence Machine Learning Software Engineering AWS 119

AWS Machine Learning - AI

MARCH 27, 2024

In software engineering, there is a direct correlation between team performance and building robust, stable applications. This blog post discusses how BMC Software added AWS Generative AI capabilities to its product BMC AMI zAdviser Enterprise. The email is sent to subscribers.

DevOps 118

DevOps Enterprise Artificial Inteligence Generative AI 118

AWS Machine Learning - AI

AUGUST 21, 2024

Prerequisites To use the batch inference feature, make sure you have satisfied the following requirements: An active AWS account. Your data is encrypted by default with an AWS managed key. Run the batch inference job using the API Alternatively, you can initiate a batch inference job programmatically using the AWS SDK.

Generative AI 113

Generative AI AWS Analysis Examples 113

AWS Machine Learning - AI

APRIL 26, 2024

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With Knowledge Bases for Amazon Bedrock, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for fully managed Retrieval Augmented Generation (RAG).

Knowledge Base 126

Knowledge Base Generative AI Artificial Inteligence AWS 126

AWS Machine Learning - AI

SEPTEMBER 25, 2024

models are available in SageMaker JumpStart initially in the US East (Ohio) AWS Region. models help you build and deploy cutting-edge generative AI models to ignite new innovations like image reasoning and are also more accessible for on-edge applications. An AWS Identity and Access Management (IAM) role to access SageMaker.

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AWS Architecture Artificial Inteligence Games 129

AWS Machine Learning - AI

JANUARY 25, 2024

Amazon Q is a new generative AI-powered application that helps users get work done. You can use Amazon Q to have conversations, solve problems, generate content, gain insights, and take action by connecting to your company’s information repositories, code, data, and enterprise systems. Region Launch Stack N.

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AWS Azure Generative AI Applications 138

AWS Machine Learning - AI

SEPTEMBER 12, 2024

You gain access to the full suite of Amazon SageMaker MLOps tools, such as Amazon SageMaker Pipelines , Amazon SageMaker Debugger , and monitoring—all within a secure AWS environment under virtual private cloud (VPC) controls. An AWS Identity and Access Management (IAM) role to access SageMaker.

Artificial Inteligence 123

Artificial Inteligence Generative AI Travel AWS 123

AWS Machine Learning - AI

MAY 1, 2024

Prerequisites First-time users need an AWS account and AWS Identity and Access Management (IAM) role with SageMaker, Amazon Bedrock, and Amazon Simple Storage Service (Amazon S3) access. modelName" --output text) model_id=$(aws bedrock list-custom-models --query "modelSummaries[0].modelArn" Confirm the purchase.

Artificial Inteligence 131

Artificial Inteligence AWS Training Testing 131

AWS Machine Learning - AI

NOVEMBER 24, 2023

Many customers are building generative AI apps on Amazon Bedrock and Amazon CodeWhisperer to create code artifacts based on natural language. In this post, we show you how SnapLogic , an AWS customer, used Amazon Bedrock to power their SnapGPT product through automated creation of these complex DSL artifacts from human language.

Artificial Inteligence 113

Artificial Inteligence Applications Generative AI AWS 113