Capgemini

NOVEMBER 22, 2024

AWS or other providers? The Capgemini-AWS partnership journey Capgemini has spent the last 15 years partnering with AWS to answer these types of questions. Our journey has evolved from basic cloud migrations to cutting-edge AI implementations, earning us recognition as AWS’s Global AI/ML Partner of the Year for 2023.

Generative AI 52

Generative AI AWS Automotive Energy 52

AWS Machine Learning - AI

JANUARY 29, 2025

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintaining control over their costs and deployment strategies. Prerequisites You should have the following prerequisites: An AWS account with access to Amazon Bedrock.

Generative AI 132

Generative AI Artificial Inteligence AWS Technical Review 132

AWS Machine Learning - AI

APRIL 1, 2025

AWS App Studio is a generative AI-powered service that uses natural language to build business applications, empowering a new set of builders to create applications in minutes. Cross-instance Import and Export Enabling straightforward and self-service migration of App Studio applications across AWS Regions and AWS accounts.

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AWS Software Review Technical Review Generative AI 103

AWS Machine Learning - AI

MARCH 14, 2025

In this post, we create a computer use agent demo that provides the critical orchestration layer that transforms computer use from a perception capability into actionable automation. You can recreate this example in the us-west-2 AWS Region with the AWS Cloud Development Kit (AWS CDK) by following the instructions in the GitHub repository.

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AWS Generative AI Linux Groups 134

AWS Machine Learning - AI

APRIL 11, 2024

AWS was delighted to present to and connect with over 18,000 in-person and 267,000 virtual attendees at NVIDIA GTC, a global artificial intelligence (AI) conference that took place March 2024 in San Jose, California, returning to a hybrid, in-person experience for the first time since 2019.

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Generative AI AWS Artificial Inteligence Innovation 133

AWS Machine Learning - AI

NOVEMBER 22, 2023

Yes, the AWS re:Invent season is upon us and as always, the place to be is Las Vegas! Now all you need is some guidance on generative AI and machine learning (ML) sessions to attend at this twelfth edition of re:Invent. And although generative AI has appeared in previous events, this year we’re taking it to the next level.

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Generative AI Artificial Inteligence AWS Machine Learning 137

AWS Machine Learning - AI

JANUARY 13, 2025

Amazon Q Business as a web experience makes AWS best practices readily accessible, providing cloud-centered recommendations quickly and making it straightforward to access AWS service functions, limits, and implementations. The following demos are examples of what the Amazon Q Business web experience looks like.

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Generative AI AWS Innovation Knowledge Base 106

AWS Machine Learning - AI

NOVEMBER 7, 2024

Generative AI has transformed customer support, offering businesses the ability to respond faster, more accurately, and with greater personalization. AI agents , powered by large language models (LLMs), can analyze complex customer inquiries, access multiple data sources, and deliver relevant, detailed responses. Python 3.9

Lambda 129

Lambda Enterprise Automotive Knowledge Base 129

AWS Machine Learning - AI

NOVEMBER 14, 2024

Prerequisites To perform this solution, complete the following: Create and activate an AWS account. Make sure your AWS credentials are configured correctly. This tutorial assumes you have the necessary AWS Identity and Access Management (IAM) permissions. Install Python 3.7 or later on your local machine.

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Software Review Technical Review AWS Artificial Inteligence 111

AWS Machine Learning - AI

MARCH 3, 2025

Recent advances in generative AI have led to the proliferation of new generation of conversational AI assistants powered by foundation models (FMs). AWS Local Zones are a type of edge infrastructure deployment that places select AWS services close to large population and industry centers.

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AWS Artificial Inteligence Technical Review Systems Review 82

AWS Machine Learning - AI

APRIL 30, 2024

This outcome is achieved with a combination of AWS IAM Identity Center and Amazon Q Business. Many AWS enterprise customers use Organizations, and have IAM Identity Center organization instances associated with them.

Generative AI 133

Generative AI AWS Enterprise Authentication 133

AWS Machine Learning - AI

AUGUST 26, 2024

The rise of foundation models (FMs), and the fascinating world of generative AI that we live in, is incredibly exciting and opens doors to imagine and build what wasn’t previously possible. Users can input audio, video, or text into GenASL, which generates an ASL avatar video that interprets the provided data.

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Generative AI AWS 3D Video 121

AWS Machine Learning - AI

JULY 29, 2024

In this post, we show how native integrations between Salesforce and Amazon Web Services (AWS) enable you to Bring Your Own Large Language Models (BYO LLMs) from your AWS account to power generative artificial intelligence (AI) applications in Salesforce.

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Generative AI Artificial Inteligence Applications AWS 123

AWS Machine Learning - AI

NOVEMBER 21, 2024

As generative AI models advance in creating multimedia content, the difference between good and great output often lies in the details that only human feedback can capture. Solution overview This audio/video segmentation solution combines several AWS services to create a robust annotation workflow.

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Video Lambda AWS Generative AI 102

AWS Machine Learning - AI

SEPTEMBER 12, 2024

Generative AI technology, such as conversational AI assistants, can potentially solve this problem by allowing members to ask questions in their own words and receive accurate, personalized responses. The service enables you to deploy and use LLMs in a secured and controlled environment.

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Generative AI Healthcare Artificial Inteligence Insurance 128

AWS Machine Learning - AI

MAY 13, 2024

In part 1 of this blog series, we discussed how a large language model (LLM) available on Amazon SageMaker JumpStart can be fine-tuned for the task of radiology report impression generation. Since then, Amazon Web Services (AWS) has introduced new services such as Amazon Bedrock. client('bedrock-runtime') bedrock_agent_client = boto3.client("bedrock-agent-runtime",

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Generative AI Artificial Inteligence Report Healthcare 136

AWS Machine Learning - AI

DECEMBER 18, 2024

Many enterprise customers across various industries are looking to adopt Generative AI to drive innovation, user productivity, and enhance customer experience. AWS Have an AWS account with administrative access. For more information, see Setting up for Amazon Q Business. Choose Create.

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Artificial Inteligence Generative AI Authentication AWS 96

AWS Machine Learning - AI

APRIL 22, 2025

To address these challenges, Infosys partnered with Amazon Web Services (AWS) to develop the Infosys Event AI to unlock the insights generated during events. The services used in the solution are granted least-privilege permissions through AWS Identity and Access Management (IAM) policies for security purposes.

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Media Knowledge Base AWS Systems Review 82

AWS Machine Learning - AI

DECEMBER 22, 2023

Generative AI agents are capable of producing human-like responses and engaging in natural language conversations by orchestrating a chain of calls to foundation models (FMs) and other augmenting tools based on user input. In this post, we demonstrate how to build a generative AI financial services agent powered by Amazon Bedrock.

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Generative AI Lambda AWS Technical Review 126

O'Reilly Media - Ideas

NOVEMBER 28, 2023

Generative AI has been the biggest technology story of 2023. And everyone has opinions about how these language models and art generation programs are going to change the nature of work, usher in the singularity, or perhaps even doom the human race. Many AI adopters are still in the early stages. What’s the reality?

Generative AI 137

Generative AI Enterprise ChatGPT Open Source 137

AWS Machine Learning - AI

MARCH 7, 2024

However, Amazon Bedrock and AWS Step Functions make it straightforward to automate this process at scale. Amazon Bedrock offers the generative AI foundation model Amazon Titan Image Generator G1 , which can automatically change the background of an image using a technique called outpainting.

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AWS Lambda Generative AI Report 142

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Generative AI and large language models (LLMs) offer new possibilities, although some businesses might hesitate due to concerns about consistency and adherence to company guidelines. The personalized content is built using generative AI by following human guidance and provided sources of truth.

Generative AI 127

Generative AI Artificial Inteligence Fractional CTO Guidelines 127

AWS Machine Learning - AI

OCTOBER 22, 2024

However, these approaches demand advanced AI expertise, high performance compute, fast storage access and can be prohibitively expensive for many organizations. The following demo provides a high-level, step-by-step guide to using Amazon SageMaker training jobs.

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Generative AI Training Artificial Inteligence Technical Advisors 90

AWS Machine Learning - AI

SEPTEMBER 20, 2024

Customers like Deriv were successfully able to reduce new employee onboarding time by up to 45% and overall recruiting efforts by as much as 50% by making generative AI available to all of their employees in a safe way. Employees will have a consistent experience wherever they choose to interact with the generative AI assistant.

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Generative AI Artificial Inteligence Knowledge Base AWS 104

AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. Embeddings were generated using Amazon Titan.

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AWS Lambda Performance Artificial Inteligence 129

InfoWorld

DECEMBER 11, 2023

It’s been a rough month for generative AI (genAI). First, AWS launched Amazon Q, its answer to Microsoft’s Copilot, only to have its own employees warn of “severe hallucinations” and data leaks. Oh, and Meta released new open source tools for AI safety (hurray!)

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Generative AI ChatGPT Open Source AWS 90

AWS Machine Learning - AI

FEBRUARY 25, 2025

This post demonstrates how you can use Amazon Bedrock Agents to create an intelligent solution to streamline the resolution of Terraform and AWS CloudFormation code issues through context-aware troubleshooting. This setup makes sure that AWS infrastructure deployments using IaC align with organizational security and compliance measures.

Lambda 65

Lambda Generative AI AWS Software Review 65

AWS Machine Learning - AI

JUNE 3, 2024

based single sign-on (SSO) methods, such as AWS IAM Identity Center. To learn more, see Secure access to Amazon SageMaker Studio with AWS SSO and a SAML application. With a data flow, you can prepare data using generative AI, over 300 built-in transforms, or custom Spark commands. Choose Create.

Generative AI 125

Generative AI Innovation Artificial Inteligence AWS 125

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. Prerequisites There are a few prerequisites to deploy the demo. aws:/root/.aws

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Generative AI Artificial Inteligence AWS Data 119

AWS Machine Learning - AI

SEPTEMBER 24, 2024

To address this challenge, the contact center team at DoorDash wanted to harness the power of generative AI to deploy a solution quickly, and at scale, while maintaining their high standards for issue resolution and customer satisfaction. You can deploy the solution in your own AWS account and try the example solution.

Knowledge Base 101

Knowledge Base Generative AI Artificial Inteligence Lambda 101

AWS Machine Learning - AI

OCTOBER 14, 2024

Amazon Bedrock Agents enable generative AI applications to perform multistep tasks across various company systems and data sources. Customers can build innovative generative AI applications using Amazon Bedrock Agents’ capabilities to intelligently orchestrate their application workflows.

Generative AI 96

Generative AI Applications Lambda Policies 96

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 89

Generative AI Artificial Inteligence Enterprise AWS 89

AWS Machine Learning - AI

JUNE 11, 2024

Wiz has harnessed the power of generative AI to help organizations remove risks in their cloud environment faster. With Wiz’s new integration with Amazon Bedrock , Wiz customers can now generate guided remediation steps backed by foundation models (FMs) running on Amazon Bedrock to reduce their mean time to remediation (MTTR).

Organization 122

Organization Artificial Inteligence Generative AI AWS 122

AWS Machine Learning - AI

JANUARY 29, 2025

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintaining control over their costs and deployment strategies. Prerequisites You should have the following prerequisites: An AWS account with access to Amazon Bedrock.

Generative AI 118

Generative AI Artificial Inteligence AWS Technical Review 118

AWS Machine Learning - AI

JUNE 12, 2024

For more information, see Amazon Q Business, now generally available, helps boost workforce productivity with generative AI. For instructions, refer to How do I integrate IAM Identity Center with an Amazon Cognito user pool and the associated demo video. A VPC where you will deploy the solution.

Load Balancer 137

Load Balancer AWS Authentication Applications 137

AWS Machine Learning - AI

SEPTEMBER 26, 2024

Generative AI is a modern form of machine learning (ML) that has recently shown significant gains in reasoning, content comprehension, and human interaction. But first, let’s revisit some basic concepts around Retrieval Augmented Generation (RAG) applications.

Artificial Inteligence 117

Artificial Inteligence Generative AI Knowledge Base AWS 117

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.

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AWS Azure Generative AI Applications 138