CIO

MAY 8, 2024

Of late, innovative data integration tools are revolutionising how organisations approach data management, unlocking new opportunities for growth, efficiency, and strategic decision-making by leveraging technical advancements in Artificial Intelligence, Machine Learning, and Natural Language Processing. billion by 2025.

Innovation 153

Innovation Artificial Inteligence Data Serverless 153

AWS Machine Learning - AI

OCTOBER 29, 2024

Cost optimization – This solution uses serverless technologies, making it cost-effective for the observability infrastructure. The CloudFormation template provisions resources such as Amazon Data Firehose delivery streams, AWS Lambda functions, Amazon S3 buckets, and AWS Glue crawlers and databases.

Generative AI 109

Generative AI Applications AWS Knowledge Base 109

AWS Machine Learning - AI

APRIL 23, 2025

Designed with a serverless, cost-optimized architecture, the platform provisions SageMaker endpoints dynamically, providing efficient resource utilization while maintaining scalability. The endpoint lifecycle is orchestrated through dedicated AWS Lambda functions that handle creation and deletion.

Artificial Inteligence 66

Artificial Inteligence Open Source AWS Serverless 66

AWS Machine Learning - AI

JULY 3, 2024

To solve this problem, this post shows you how to apply AWS services such as Amazon Bedrock , AWS Step Functions , and Amazon Simple Email Service (Amazon SES) to build a fully-automated multilingual calendar artificial intelligence (AI) assistant. Invoke a Lambda function to send out the decline email with the generated content.

AWS 137

AWS Artificial Inteligence Generative AI Lambda 137

AWS Machine Learning - AI

MAY 30, 2024

CBRE is unlocking the potential of artificial intelligence (AI) to realize value across the entire commercial real estate lifecycle—from guiding investment decisions to managing buildings. The workflow for NLQ consists of the following steps: A Lambda function writes schema JSON and table metadata CSV to an S3 bucket.

AWS 128

AWS Lambda Performance Artificial Inteligence 128

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 109

Artificial Inteligence Generative AI Travel AWS 109

O'Reilly Media - Ideas

JANUARY 22, 2019

From artificial intelligence to serverless to Kubernetes, here’s what on our radar. Artificial intelligence for IT operations (AIOps) will allow for improved software delivery pipelines in 2019. Knative vs. AWS Lambda vs. Microsoft Azure Functions vs. Google Cloud. Cloud-native infrastructure.

Systems Review 98

Systems Review Trends Engineering System 98

AWS Machine Learning - AI

MAY 17, 2024

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. It invokes an AWS Lambda function with a token and waits for the token. The Lambda function builds an email message along with the link to an Amazon API Gateway URL.

Generative AI 135

Generative AI Artificial Inteligence Systems Review Software Review 135

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. Navigate to the lambdalayer folder.

Knowledge Base 121

Knowledge Base Artificial Inteligence Applications Lambda 121

O'Reilly Media - Ideas

DECEMBER 5, 2018

Artificial intelligence and machine learning. Artificial Intelligence for Robotics , January 24-25. Artificial Intelligence: Real-World Applications , January 31. Programming with Java Lambdas and Streams , January 22. Creating Serverless APIs with AWS Lambda and API Gateway , January 8.

Course 111

Course Artificial Inteligence Training Blockchain 111

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 91

Generative AI AWS Applications Serverless 91

O'Reilly Media - Ideas

FEBRUARY 6, 2019

Artificial Intelligence: An Overview of AI and Machine Learning , March 20. Next Generation Decision Making: Pragmatic Artificial Intelligence , March 20-21. Artificial Intelligence for Robotics , March 21-22. Artificial Intelligence: Real-World Applications , March 28. Blockchain.

Artificial Inteligence 17

Artificial Inteligence Course Training Artificial Intelligence 17

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. We can call the Amazon Bedrock API directly from the Step Functions workflow to save on Lambda compute cost.

Generative AI 119

Generative AI AWS 3D Video 119

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. sync) pattern, which automatically waits for the completion of asynchronous jobs.

Generative AI 88

Generative AI AWS Technical Review Backup 88

AWS Machine Learning - AI

MAY 14, 2024

Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content such as images, text, and audio. We use AWS Step Functions which is a serverless workflow orchestration service that you can use for human-machine workflows. Here, we use the on-demand option.

Generative AI 116

Generative AI Artificial Inteligence AWS Applications 116

AWS Machine Learning - AI

MARCH 7, 2024

The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow. The Step Functions workflow invokes a Lambda function to generate a status report. Image processing workflow When the DynamoDB table is updated, DynamoDB Streams triggers a Lambda function to start a new Step Functions workflow.

AWS 139

AWS Lambda Generative AI Report 139

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. Portfolio optimization – To build a portfolio based on the chosen stocks.

Artificial Inteligence 128

Artificial Inteligence Research Knowledge Base Applications 128

AWS Machine Learning - AI

MARCH 7, 2025

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. In the future, Verisk intends to use the Amazon Titan Embeddings V2 model. The user can pick the two documents that they want to compare.

Generative AI 89

Generative AI Technical Review Insurance Policies 89

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. This system uses AWS Lambda and Amazon DynamoDB to orchestrate a series of LLM invocations.

Artificial Inteligence 122

Artificial Inteligence Generative AI AWS Serverless 122

AWS Machine Learning - AI

NOVEMBER 24, 2023

AWS Lambda – AWS Lambda provides serverless compute for processing. Amazon API Gateway passes the request to AWS Lambda through a proxy integration. When operating on product image inputs, AWS Lambda calls Amazon Rekognition to detect objects in the image. This could be any database of your choice.

eCommerce 115

eCommerce Generative AI Lambda AWS 115

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 134

Generative AI Artificial Inteligence AWS Advertising 134

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. It offers flexible capacity options, ranging from serverless on one end to reserved provisioned instances for predictable long-term use on the other.

Generative AI 120

Generative AI Artificial Inteligence AWS Technical Review 120

AWS Machine Learning - AI

SEPTEMBER 6, 2024

Generative artificial intelligence (AI) can be vital for marketing because it enables the creation of personalized content and optimizes ad targeting with predictive analytics. Solution overview The AWS team worked with Vidmob to build a serverless architecture for handling incoming questions from customers.

Generative AI 120

Generative AI Artificial Inteligence Data AWS 120

Mobilunity

APRIL 22, 2025

NoOps is supported by modern technologies such as Infrastructure as Code (IaC), AI-driven monitoring, and serverless architectures. Cost-Effectiveness through Serverless Computing: Utilizes serverless architectures (e.g., Event-Driven Execution Serverless platforms execute functions in response to events (e.g.,

DevOps 40

DevOps Software Review Development Team Review Technical Review 40

O'Reilly Media - Ideas

MARCH 6, 2019

Artificial Intelligence for Big Data , April 15-16. Artificial Intelligence: AI For Business , May 1. Building Intelligent Bots in Python , May 7. Beginner's Guide to Writing AWS Lambda Functions in Python , April 1. Designing Serverless Architecture with AWS Lambda , April 15-16.

Course 15

Course Artificial Inteligence Training Machine Learning 15

AWS Machine Learning - AI

FEBRUARY 8, 2024

Each action group can specify one or more API paths, whose business logic is run through the AWS Lambda function associated with the action group. Agents and Knowledge Bases for Amazon Bedrock are designed to build upon these resources, using Lambda-delivered business logic and customer data repositories stored in Amazon S3.

Knowledge Base 139

Knowledge Base Insurance Lambda AWS 139

AWS Machine Learning - AI

SEPTEMBER 24, 2024

It’s a fully serverless architecture that uses Amazon OpenSearch Serverless , which can run petabyte-scale workloads, without you having to manage the underlying infrastructure. In particular, review the Lambda function code. seconds or less. The stack will take about a minute or two to deploy.

Knowledge Base 99

Knowledge Base Generative AI Artificial Inteligence Lambda 99

CIO

MARCH 6, 2023

Other services such as Amazon CloudFront enable Shutterstock customers to enhance their content-on-demand networks, and Lambda — a serverless compute service that runs code without having to provision or manage servers — benefits Shutterstock customers wherever they are in the world, he says.

Artificial Inteligence 133

Artificial Inteligence Generative AI Storage AWS 133

O'Reilly Media - Ideas

MAY 3, 2022

LAION (Large Scale Artificial Intelligence Open Network) is a non-profit, free, and open organization that is creating large models and making them available to the public. Lambda Function URLs automate the configuration of an API endpoint for single-function microservices on AWS. It’s what OpenAI was supposed to be.

Artificial Inteligence 122

Artificial Inteligence Trends Energy Software Review 122

AWS Machine Learning - AI

SEPTEMBER 25, 2024

In the realm of generative artificial intelligence (AI) , Retrieval Augmented Generation (RAG) has emerged as a powerful technique, enabling foundation models (FMs) to use external knowledge sources for enhanced text generation. The upload event invokes a Lambda function. This process will take about 15 minutes to complete.

Knowledge Base 118

Knowledge Base Artificial Inteligence Analysis AWS 118

AWS Machine Learning - AI

OCTOBER 4, 2024

We use the Titan Multimodal Embeddings model to embed each product image and store them in Amazon OpenSearch Serverless for future retrieval. Text-to-image generation – If the desired style is not available in the database, this tool generates unique, customized images based on the user’s query, enabling the creation of personalized styles.

Fashion 101

Fashion Applications Generative AI AWS 101

AWS Machine Learning - AI

JULY 30, 2024

The Mediasearch solution has an event-driven serverless computing architecture with the following steps: You provide an S3 bucket containing the audio and video files you want to index and search. For more information, see the pricing pages for Amazon Q Business , Amazon Kendra , Amazon Transcribe , Lambda , DynamoDB , and EventBridge.

Media 108

Media Lambda AWS Video 108

O'Reilly Media - Ideas

JANUARY 2, 2019

Artificial Intelligence for Robotics , January 24-25. Artificial Intelligence: Real-World Applications , January 31. Artificial Intelligence for Big Data , February 26-27. Programming with Java Lambdas and Streams , January 22. Creating Serverless APIs with AWS Lambda and API Gateway , January 8.

Course 87

Course Artificial Inteligence Training Blockchain 87

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. Here’s what’s capturing the attention of global enterprises in 2023. billion in value.

Trends 75

Trends Development Serverless Technical Review 75

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. For our example, we have Knowledge Bases for Amazon Bedrock create a vector database using Amazon OpenSearch Serverless.

Knowledge Base 111

Knowledge Base Artificial Inteligence Programming AWS 111

Kaseya

MAY 13, 2021

Common cloud functionalities offered by AWS that can help businesses scale and grow include: Networking and content delivery Analytics Migration Database storage Compute power Developer tools Security, identity and compliance Artificial intelligence Customer engagement Internet of Things Desktop and app streaming. Database Services.

Google Cloud 122

Google Cloud Azure AWS Cloud 122

AWS Machine Learning - AI

SEPTEMBER 30, 2024

As an Information Technology Leader, Jay specializes in artificial intelligence, generative AI, data integration, business intelligence, and user interface domains. He has more than 18 years of experience working with technology, from software development, infrastructure, serverless, to machine learning.

Artificial Inteligence 89

Artificial Inteligence Generative AI AWS Software Review 89