AWS Machine Learning - AI

NOVEMBER 19, 2024

Amazon Bedrock offers a serverless experience so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure.

Knowledge Base 85

Knowledge Base Generative AI Technical Review Lambda 85

AWS Machine Learning - AI

NOVEMBER 7, 2024

API Gateway is serverless and hence automatically scales with traffic. The advantage of using Application Load Balancer is that it can seamlessly route the request to virtually any managed, serverless or self-hosted component and can also scale well. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 99

Generative AI AWS Enterprise Artificial Inteligence 99

CIO

JANUARY 26, 2023

That way the group that added too many fancy features that need too much storage and server time will have to account for their profligacy. The tool also integrates machine learning and artificial intelligence to help analyze consumption patterns across multiple clouds. Tracking cloud costs is just one part of the workload.

Tools 174

Tools Cloud Artificial Inteligence Artificial Intelligence 174

AWS Machine Learning - AI

APRIL 23, 2024

Generative artificial intelligence (AI) has gained significant momentum with organizations actively exploring its potential applications. After you create a knowledge base, you need to create a data source from the Amazon Simple Storage Service (Amazon S3) bucket containing the files for your knowledge base.

Knowledge Base 116

Knowledge Base Scalability Applications Generative AI 116

AWS Machine Learning - AI

JUNE 18, 2024

More than 170 tech teams used the latest cloud, machine learning and artificial intelligence technologies to build 33 solutions. The output data is transformed to a standardized format and stored in a single location in Amazon S3 in Parquet format, a columnar and efficient storage format.

Generative AI 111

Generative AI Artificial Inteligence Technical Review AWS 111

CIO

MARCH 6, 2023

The speed of innovation is really starting to accelerate,” says Jefferson Frazer, director of edge compute, delivery, and storage at Shutterstock, which is headquartered in the Empire State Building. “If Storage intelligence, for example, has reduced the duplication of images, an issue that occurs after acquisitions.

Artificial Inteligence 133

Artificial Inteligence Generative AI Storage AWS 133

AWS Machine Learning - AI

APRIL 9, 2025

Intelligent prompt routing with Amazon Bedrock Amazon Bedrock is a fully managed service that makes high-performing LLMs and other foundation models (FMs) from leading AI startups and Amazon available through an API, so you can choose from a wide range of FMs to find the model that is best suited for your use case. Anthropics Claude 3.5

Artificial Inteligence 108

Artificial Inteligence Generative AI AWS Applications 108

AWS Machine Learning - AI

NOVEMBER 22, 2024

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

Generative AI 74

Generative AI AWS Technical Review Backup 74

AWS Machine Learning - AI

MARCH 7, 2025

Solution overview The policy documents reside in Amazon Simple Storage Service (Amazon S3) storage. During the solution design process, Verisk also considered using Amazon Bedrock Knowledge Bases because its purpose built for creating and storing embeddings within Amazon OpenSearch Serverless.

Generative AI 77

Generative AI Technical Review Insurance Policies 77

AWS Machine Learning - AI

JULY 15, 2024

In this post we show you how Mixbook used generative artificial intelligence (AI) capabilities in AWS to personalize their photo book experiences—a step towards their mission. The raw photos are stored in Amazon Simple Storage Service (Amazon S3). Data intake A user uploads photos into Mixbook.

Generative AI 110

Generative AI Artificial Inteligence AWS Technical Review 110

AWS Machine Learning - AI

MAY 31, 2024

Amazon Bedrock is a fully managed service that makes foundational models (FMs) from leading artificial intelligence (AI) companies and Amazon available through an API, so you can choose from a wide range of FMs to find the model that’s best suited for your use case. Choose the embeddings model in the next screen.

Knowledge Base 119

Knowledge Base Artificial Inteligence AWS Serverless 119

Kaseya

MAY 13, 2021

As the name suggests, a cloud service provider is essentially a third-party company that offers a cloud-based platform for application, infrastructure or storage services. In a public cloud, all of the hardware, software, networking and storage infrastructure is owned and managed by the cloud service provider. What Is a Public Cloud?

Google Cloud 122

Google Cloud Azure AWS Cloud 122

Linux Academy

DECEMBER 2, 2019

Last year we saw huge announcements in Machine Learning and Artificial Intelligence, a push into space with AWS Ground Station and the usual list of service enhancements and upgrades that we come to expect from the universes largest cloud vendor. Not forgetting Serverless. So what about this year? Midnight Madness.

AWS 17

AWS Artificial Inteligence Blockchain Machine Learning 17

AWS Machine Learning - AI

JULY 3, 2024

We recently announced the general availability of Guardrails for Amazon Bedrock , which allows you to implement safeguards in your generative artificial intelligence (AI) applications that are customized to your use cases and responsible AI policies. We store the dataset in an Amazon Simple Storage Service (Amazon S3) bucket.

Knowledge Base 116

Knowledge Base Artificial Inteligence Generative AI AWS 116

AWS Machine Learning - AI

OCTOBER 29, 2024

Flexible logging –You can use this solution to store logs either locally or in Amazon Simple Storage Service (Amazon S3) using Amazon Data Firehose, enabling integration with existing monitoring infrastructure. Cost optimization – This solution uses serverless technologies, making it cost-effective for the observability infrastructure.

Generative AI 96

Generative AI Applications AWS Knowledge Base 96

AWS Machine Learning - AI

JUNE 26, 2024

Artificial intelligence (AI)-powered assistants can boost the productivity of a financial analysts, research analysts, and quantitative trading in capital markets by automating many of the tasks, freeing them to focus on high-value creative work. In our previous post , we deployed a persistent storage solution using Amazon DynamoDB.

Artificial Inteligence 113

Artificial Inteligence Research Knowledge Base Applications 113

AWS Machine Learning - AI

JULY 1, 2024

Generative artificial intelligence (AI)-powered chatbots play a crucial role in delivering human-like interactions by providing responses from a knowledge base without the involvement of live agents. Select Quick create a new vector store to create a default vector store with OpenSearch Serverless. Create an Amazon Lex bot.

Knowledge Base 111

Knowledge Base Artificial Inteligence Generative AI AWS 111

CIO

MARCH 26, 2024

In addition, the solution provider’s GaussDB – an enterprise-grade distributed relational database – has been developed to enable better availability, security, performance, intelligence and elasticity for the financial services industry. At the same time, Huawei’s all-flash storage will continue to support its financial customers.

Banking 88

Banking Disaster Recovery Strategy Backup 88

AWS Machine Learning - AI

MAY 21, 2024

For several years, we have been actively using machine learning and artificial intelligence (AI) to improve our digital publishing workflow and to deliver a relevant and personalized experience to our readers. Storm serves as the front end for Nova, our serverless content management system (CMS).

Generative AI 119

Generative AI Artificial Inteligence AWS Advertising 119

AWS Machine Learning - AI

JUNE 21, 2024

To accomplish this, eSentire built AI Investigator, a natural language query tool for their customers to access security platform data by using AWS generative artificial intelligence (AI) capabilities. eSentire has over 2 TB of signal data stored in their Amazon Simple Storage Service (Amazon S3) data lake.

Artificial Inteligence 109

Artificial Inteligence Generative AI AWS Serverless 109

AWS Machine Learning - AI

SEPTEMBER 17, 2024

Generative artificial intelligence (AI) applications are commonly built using a technique called Retrieval Augmented Generation (RAG) that provides foundation models (FMs) access to additional data they didn’t have during training. The post is co-written with Michael Shaul and Sasha Korman from NetApp.

Generative AI 79

Generative AI AWS Applications Serverless 79

AWS Machine Learning - AI

MARCH 28, 2024

Another challenge with RAG is that with retrieval, you aren’t aware of the specific queries that your document storage system will deal with upon ingestion. There was no monitoring, load balancing, auto-scaling, or persistent storage at the time. This is a challenge you are often faced with when working with larger documents.

Artificial Inteligence 123

Artificial Inteligence Generative AI AWS Load Balancer 123

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. In this solution, audio files stored in mp3 format are first uploaded to Amazon Simple Storage Service (Amazon S3) storage.

Knowledge Base 96

Knowledge Base Artificial Inteligence Programming AWS 96

Xebia

DECEMBER 13, 2024

Key Features : Serverless Execution : Automatically scales up during high traffic and scales down to zero during idle periods, reducing costs. Cloud Storage: Securely Storing Documents Cloud Storage provides a scalable and secure solution for storing documents and data used in a RAG system.

Google Cloud 130

Google Cloud Artificial Inteligence Cloud Scalability 130

AWS Machine Learning - AI

DECEMBER 11, 2024

He is passionate about serverless technologies, mobile development, leveraging Generative AI, and architecting innovative high-impact solutions. Software Development Manager based in Seattle with over a decade of experience at AWS. He has worked on a variety of products, including data visualization tools and mobile applications.

AWS 85

AWS Generative AI Technical Review Artificial Inteligence 85

AWS Machine Learning - AI

APRIL 9, 2025

These logs can be delivered to multiple destinations, such as CloudWatch, Amazon Simple Storage Service (Amazon S3), or Amazon Data Firehose. Guillermo has developed a keen interest in serverless architectures and generative AI applications. These logs are then queryable using Amazon Athena.

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Weak Development Team Metrics AWS Systems Review 67

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.

Artificial Inteligence 123

Artificial Inteligence AWS Generative AI Knowledge Base 123

Modus Create

JUNE 20, 2023

Serverless architecture Search results for “serverless architecture” over the past 5 years (2/24/2023) Serverless architecture allows developers to create products without managing the underlying infrastructure. You don’t have to provision servers to run apps, storage systems, or databases at any scale. billion in value.

Trends 75

Trends Development Serverless Technical Review 75

Kaseya

NOVEMBER 9, 2023

With the cloud, users and organizations can access the same files and applications from almost any device since the computing and storage take place on servers in a data center instead of locally on the user device or in-house servers. It enables organizations to operate efficiently without needing any extensive internal infrastructure.

Cloud 105

Cloud Disaster Recovery Infrastructure Artificial Inteligence 105

AWS Machine Learning - AI

AUGUST 1, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading artificial intelligence (AI) companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API. This step will run Steps 3–5 automatically.

Artificial Inteligence 110

Artificial Inteligence Generative AI AWS Artificial Intelligence 110

AWS Machine Learning - AI

NOVEMBER 14, 2024

If an image is uploaded, it is stored in Amazon Simple Storage Service (Amazon S3) , and a custom AWS Lambda function will use a machine learning model deployed on Amazon SageMaker to analyze the image to extract a list of place names and the similarity score of each place name.

Artificial Inteligence 97

Artificial Inteligence Generative AI Travel AWS 97

OTS Solutions

FEBRUARY 16, 2023

It is a shared pool that is made up of two words cloud and computing where cloud is a vast storage space and computing means the use of computers. Suppose a user makes a storage request, database access request, or computing request. You can meticulously clean up the old storage and then run the services in parallel for some time.

Cloud 130

Cloud Artificial Inteligence Disaster Recovery Internet 130

AWS Machine Learning - AI

AUGUST 26, 2024

GenASL is a generative artificial intelligence (AI) -powered solution that translates speech or text into expressive ASL avatar animations, bridging the gap between spoken and written language and sign language. An Amazon Cognito identity pool grants temporary access to the Amazon Simple Storage Service (Amazon S3) bucket.

Generative AI 108

Generative AI AWS 3D Video 108

AWS Machine Learning - AI

JANUARY 29, 2025

Amazon Bedrock Custom Model Import enables the import and use of your customized models alongside existing FMs through a single serverless, unified API. This serverless approach eliminates the need for infrastructure management while providing enterprise-grade security and scalability. An S3 bucket prepared to store the custom model.

Generative AI 95

Generative AI Artificial Inteligence AWS Serverless 95

AWS Machine Learning - AI

AUGUST 2, 2024

Generative artificial intelligence (AI) is rapidly emerging as a transformative force, poised to disrupt and reshape businesses of all sizes and across industries. This is a guest post co-written with Vicente Cruz Mínguez, Head of Data and Advanced Analytics at Cepsa Química, and Marcos Fernández Díaz, Senior Data Scientist at Keepler.

Artificial Inteligence 102

Artificial Inteligence Generative AI Energy Knowledge Base 102

AWS Machine Learning - AI

JUNE 18, 2024

Intelligent automation presents a chance to revolutionize document workflows across sectors through digitization and process optimization. This post explains a generative artificial intelligence (AI) technique to extract insights from business emails and attachments.

Generative AI 106

Generative AI Artificial Inteligence AWS Technical Review 106

AWS Machine Learning - AI

FEBRUARY 19, 2024

In this post, we illustrate contextually enhancing a chatbot by using Knowledge Bases for Amazon Bedrock , a fully managed serverless service. Knowledge Bases for Amazon Bedrock Knowledge Bases for Amazon Bedrock is a serverless option to build powerful conversational AI systems using RAG. Choose Next.

Knowledge Base 108

Knowledge Base Artificial Inteligence Applications Lambda 108