AWS Machine Learning - AI

APRIL 3, 2024

Search engines and recommendation systems powered by generative AI can improve the product search experience exponentially by understanding natural language queries and returning more accurate results. Generate embeddings for the product images using the Amazon Titan Multimodal Embeddings model (amazon.titan-embed-image-v1).

Serverless 104

Serverless Artificial Inteligence Engineering Generative AI 104

AWS Machine Learning - AI

JULY 1, 2024

Amazon Bedrock simplifies the process of developing and scaling generative AI applications powered by large language models (LLMs) and other foundation models (FMs). The generative AI capability of QnAIntent in Amazon Lex lets you securely connect FMs to company data for RAG. Create an Amazon Lex bot.

Knowledge Base 103

Knowledge Base Artificial Inteligence Generative AI AWS 103

Datavail

JUNE 22, 2023

This month, I had the opportunity to attend Amazon Web Services (AWS) Summit Toronto 2023 at the Metro Toronto Convention Center. The summit featured over 70 keynote presentations, breakout sessions, demos, and networking opportunities with AWS experts and partners. Here are some of the highlights that our team wanted to share!

AWS 52

AWS Disaster Recovery Generative AI Storage 52

CIO

APRIL 11, 2024

Sean Spittle, lead software developer and managing partner at InspectNTrack, a provider of scanning devices, says Oracle deserves to be considered alongside AWS, Microsoft Azure, and Google Cloud as a major enterprise cloud platform, “especially for companies already invested in Oracle technology.” These days that includes generative AI.

Enterprise 300

Enterprise Artificial Inteligence Cloud Azure 300

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Today, the world of creative design is once again being transformed by the emergence of generative AI. Amazon Bedrock enables access to powerful generative AI models like Stable Diffusion through a user-friendly API. They can continue this process until the model produces a satisfactory output.

Lambda 104

Lambda AWS Generative AI Resources 104

AWS Machine Learning - AI

MAY 30, 2024

Amazon Bedrock is a fully managed service that makes FMs from leading AI startups and Amazon available via an API, so one can choose from a wide range of FMs to find the model that is best suited for their use case. Vitech thereby selected Amazon Bedrock to host LLMs and integrate seamlessly with their existing infrastructure. “We

Artificial Inteligence 106

Artificial Inteligence Technical Review Development Team Review Software Review 106

CIO

NOVEMBER 2, 2023

Cloud costs remain a key concern for IT leaders, who find themselves nearing a crossroads where expenditures for core workloads will need containment to free up spend for innovation. Nagrath, who has served as ASP’s CIO for eight years, says Amazon’s Lambda serverless computing and Graviton servers have reduced ADP’s cloud costs considerably.

Strategy 350

Strategy Cloud Data Center Generative AI 350

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.

Generative AI 100

Generative AI AWS 3D Video 100

AWS Machine Learning - AI

JULY 30, 2024

Organizations are increasingly using media to engage with their audiences in innovative ways. We use a CloudFormation stack to deploy the necessary resources in the us-east-1 AWS Region. AWS managed applications that work with trusted identity propagation get tokens directly from IAM Identity Center.

Media 86

Media Lambda AWS Video 86

AWS Machine Learning - AI

SEPTEMBER 6, 2024

In this post, we illustrate how Vidmob , a creative data company, worked with the AWS Generative AI Innovation Center (GenAIIC) team to uncover meaningful insights at scale within creative data using Amazon Bedrock. Use case overview Vidmob aims to revolutionize its analytics landscape with generative AI.

Generative AI 98

Generative AI Artificial Inteligence Data AWS 98

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.

Generative AI 103

Generative AI Artificial Inteligence Technical Review AWS 103

AWS Machine Learning - AI

MARCH 14, 2024

Generative AI applications driven by foundational models (FMs) are enabling organizations with significant business value in customer experience, productivity, process optimization, and innovations. In this post, we explore different approaches you can take when building applications that use generative AI.

Generative AI 109

Generative AI AWS Applications Artificial Inteligence 109

AWS Machine Learning - AI

FEBRUARY 14, 2024

With the advent of generative AI solutions, organizations are finding different ways to apply these technologies to gain edge over their competitors. Amazon Bedrock offers a choice of high-performing foundation models from leading AI companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon, via a single API.

Generative AI 119

Generative AI Engineering Artificial Inteligence Travel 119

AWS Machine Learning - AI

SEPTEMBER 17, 2024

This data is used to enrich the generative AI prompt to deliver more context-specific and accurate responses without continuously retraining the FM, while also improving transparency and minimizing hallucinations. An OpenSearch Serverless vector search collection provides a scalable and high-performance similarity search capability.

Generative AI 73

Generative AI AWS Applications Serverless 73

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.

Generative AI 98

Generative AI Artificial Inteligence Applications AWS 98

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.

AWS 109

AWS Lambda Performance Artificial Inteligence 109

AWS Machine Learning - AI

SEPTEMBER 3, 2024

That’s where the new Amazon EMR Serverless application integration in Amazon SageMaker Studio can help. In this post, we demonstrate how to leverage the new EMR Serverless integration with SageMaker Studio to streamline your data processing and machine learning workflows.

Serverless 92

Serverless AWS Artificial Inteligence Big Data 92

AWS Machine Learning - AI

APRIL 8, 2024

Prerequisites For this example, you need an AWS account with a SageMaker domain and appropriate AWS Identity and Access Management (IAM) permissions. For account setup instructions, see Create an AWS Account. For more details, refer to Vector Engine for Amazon OpenSearch Serverless.

Artificial Inteligence 102

Artificial Inteligence Applications Knowledge Base AWS 102

Cloudera

OCTOBER 31, 2023

However, it remains difficult to quickly build these capabilities given the challenges with finding readily available talent and resources to get started rapidly on the AI journey. Our vision is to make it easier, more economical, and safer for our customers to maximize the value they get from AI.

Generative AI 107

Generative AI Artificial Inteligence AWS Innovation 107

AWS Machine Learning - AI

MAY 9, 2024

In this post, we describe the development of the customer support process in FAST incorporating generative AI, the data, the architecture, and the evaluation of the results. Conversational AI assistants are rapidly transforming customer and employee support.

Generative AI 117

Generative AI Artificial Inteligence Technical Review Development Team Review 117

Linux Academy

DECEMBER 2, 2019

Ready, steady, go… The countdown is over and AWS re:Invent 2019 is go! This is AWS’s premier event of the year, so we can expect big numbers, big announcements, and sore feet. Firstly there will be updates and features added to AWS SageMaker. Not forgetting Serverless. By the Numbers. So what about this year?

AWS 17

AWS Artificial Inteligence Blockchain Machine Learning 17

AWS Machine Learning - AI

MAY 21, 2024

As 20 Minutes’s technology team, we’re responsible for developing and operating the organization’s web and mobile offerings and driving innovative technology initiatives. Storm serves as the front end for Nova, our serverless content management system (CMS). These applications are a focus point for our generative AI efforts.

Generative AI 112

Generative AI Artificial Inteligence AWS Serverless 112

AWS Machine Learning - AI

NOVEMBER 22, 2023

The financial service (FinServ) industry has unique generative AI requirements related to domain-specific data, data security, regulatory controls, and industry compliance standards. We also use Vector Engine for Amazon OpenSearch Serverless (currently in preview) as the vector data store to store embeddings.

Artificial Inteligence 96

Artificial Inteligence Serverless Engineering Generative AI 96

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 108

Knowledge Base Scalability Applications Generative AI 108

AWS Machine Learning - AI

AUGUST 5, 2024

Fortunately, the rise of artificial intelligence (AI) solutions that can transcribe audio and provide semantic search capabilities now offer more efficient solutions for querying content from audio files at scale. Amazon Transcribe is an AWS AI service that makes it straightforward to convert speech to text.

Knowledge Base 89

Knowledge Base Artificial Inteligence Programming Generative AI 89

Perficient

DECEMBER 11, 2023

Now that the dust has settled, the team has had the chance to Re:flect on the events and announcements of AWS re:Invent 2023. Dominating the conversation was the advancement and capabilities of Generative AI across several AWS Services, while not losing sight on the importance of application modernization and cloud migration.

AWS 52

AWS Serverless Generative AI Innovation 52

AWS Machine Learning - AI

AUGUST 13, 2024

Generative artificial intelligence (AI) provides an opportunity for improvements in healthcare by combining and analyzing structured and unstructured data across previously disconnected silos. Generative AI can help raise the bar on efficiency and effectiveness across the full scope of healthcare delivery.

Healthcare 106

Healthcare Artificial Inteligence Analysis Lambda 106

AWS Machine Learning - AI

NOVEMBER 24, 2023

The manual creation of these descriptions across a vast array of products is a labor-intensive process, and it can slow down the velocity of new innovation. This is where Amazon Bedrock with its generative AI capabilities steps in to reshape the game.

Generative AI 96

Generative AI eCommerce Lambda AWS 96

AWS Machine Learning - AI

FEBRUARY 28, 2024

Today, generative AI can enable people without SQL knowledge. This generative AI task is called text-to-SQL, which generates SQL queries from natural language processing (NLP) and converts text into semantically correct SQL. Install the AWS Command Line Interface (AWS CLI).

Artificial Inteligence 114

Artificial Inteligence Generative AI AWS Data 114

AWS Machine Learning - AI

MARCH 28, 2024

These generative AI applications are not only used to automate existing business processes, but also have the ability to transform the experience for customers using these applications. For more information on Mixtral-8x7B Instruct on AWS, refer to Mixtral-8x7B is now available in Amazon SageMaker JumpStart.

Artificial Inteligence 115

Artificial Inteligence Generative AI AWS Load Balancer 115

AWS Machine Learning - AI

FEBRUARY 8, 2024

Generative AI agents are a versatile and powerful tool for large enterprises. They can enhance operational efficiency, customer service, and decision-making while reducing costs and enabling innovation. With Amazon Bedrock, you can build and scale generative AI applications with security, privacy, and responsible AI.

Knowledge Base 124

Knowledge Base Insurance Lambda AWS 124

AWS Machine Learning - AI

FEBRUARY 9, 2024

Enterprises are seeking to quickly unlock the potential of generative AI by providing access to foundation models (FMs) to different lines of business (LOBs). IT teams are responsible for helping the LOB innovate with speed and agility while providing centralized governance and observability.

Lambda 131

Lambda Generative AI AWS Microservices 131

AWS Machine Learning - AI

AUGUST 1, 2024

Amazon Bedrock also provides a broad set of capabilities needed to build generative AI applications with security, privacy, and responsible AI practices. However, deploying customized FMs to support generative AI applications in a secure and scalable manner isn’t a trivial task.

Artificial Inteligence 101

Artificial Inteligence Generative AI AWS Artificial Intelligence 101

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 74

Generative AI Artificial Inteligence Fractional CTO Guidelines 74

O'Reilly Media - Ideas

MARCH 1, 2023

The first quantum computers are now available through cloud providers like IBM and Amazon Web Services (AWS). Year-over-year growth for software architecture and design topics What about serverless? Serverless looks like an excellent technology for implementing microservices, but it’s been giving us mixed signals for several years now.

Trends 131

Trends Technical Review Technology Software Review 131

CIO

MARCH 6, 2023

But for the New York-based provider of stock photography, footage, and music, it’s the innovation edge that makes the cloud picture perfect for its business. Then coupling with AWS’ strong authentication mechanisms, we can say with certainty that we have security and restrictions around who can access data.”

Artificial Inteligence 195

Artificial Inteligence Generative AI Storage AWS 195

AWS Machine Learning - AI

JULY 10, 2024

Imagine this—all employees relying on generative artificial intelligence (AI) to get their work done faster, every task becoming less mundane and more innovative, and every application providing a more useful, personal, and engaging experience. That’s why we are investing in a comprehensive generative AI stack.

Artificial Inteligence 117

Artificial Inteligence AWS Generative AI Knowledge Base 117