AWS Machine Learning - AI

JANUARY 13, 2025

The collaboration between BQA and AWS was facilitated through the Cloud Innovation Center (CIC) program, a joint initiative by AWS, Tamkeen , and leading universities in Bahrain, including Bahrain Polytechnic and University of Bahrain. The following diagram illustrates the solution architecture.

Education 87

Education Report Technical Review Generative AI 87

AWS Machine Learning - AI

MARCH 4, 2025

To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. The solution incorporates the following key features: Using a Retrieval Augmented Generation (RAG) architecture, the system generates a context-aware detailed assessment.

Generative AI 92

Generative AI Technical Review Software Review Systems Review 92

AWS Machine Learning - AI

NOVEMBER 7, 2024

In this second part, we expand the solution and show to further accelerate innovation by centralizing common Generative AI components. It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. As a result, building such a solution is often a significant undertaking for IT teams.

Generative AI 98

Generative AI AWS Enterprise Artificial Inteligence 98

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

NOVEMBER 19, 2024

Solution overview This section outlines the architecture designed for an email support system using generative AI. The following diagram provides a detailed view of the architecture to enhance email support using generative AI. The workflow includes the following steps: Amazon WorkMail manages incoming and outgoing customer emails.

Knowledge Base 84

Knowledge Base Generative AI Technical Review Lambda 84

AWS Machine Learning - AI

NOVEMBER 13, 2024

This innovative feature empowers viewers to catch up with what is being presented, making it simpler to grasp key points and highlights, even if they have missed portions of the live stream or find it challenging to follow complex discussions. The following diagram illustrates the architecture of the application.

Generative AI 115

Generative AI AWS Lambda Authentication 115

AWS Machine Learning - AI

OCTOBER 29, 2024

The CloudFormation template provisions resources such as Amazon Data Firehose delivery streams, AWS Lambda functions, Amazon S3 buckets, and AWS Glue crawlers and databases. He is passionate about building innovative products and solutions while also focused on customer-obsessed science.

Generative AI 95

Generative AI Applications AWS Knowledge Base 95

AWS Machine Learning - AI

NOVEMBER 1, 2024

Enhanced visibility and control over AI-related expenses enables organizations to maximize their generative AI investments and foster innovation. The architecture in the preceding figure illustrates two methods for dynamically retrieving inference profile ARNs based on tags.

Generative AI 125

Generative AI AWS Artificial Inteligence Budget 125

AWS Machine Learning - AI

NOVEMBER 14, 2024

This innovative service goes beyond traditional trip planning methods, offering real-time interaction through a chat-based interface and maintaining scalability, reliability, and data security through AWS native services. Architecture The following figure shows the architecture of the solution.

Artificial Inteligence 96

Artificial Inteligence Generative AI Travel AWS 96

AWS Machine Learning - AI

MARCH 18, 2025

By taking advantage of these innovative technologies, healthcare providers can deliver more personalized, efficient, and effective care, ultimately improving patient outcomes and driving progress in the life sciences domain. Solution overview The following diagram illustrates the solution architecture. Choose Test. Choose Test.

Artificial Inteligence 95

Artificial Inteligence Technical Review Healthcare Systems Review 95

AWS Machine Learning - AI

JULY 11, 2024

In the diverse toolkit available for deploying cloud infrastructure, Agents for Amazon Bedrock offers a practical and innovative option for teams looking to enhance their infrastructure as code (IaC) processes. Next, the agent provides a comprehensive summary of the architecture diagram along with additional inputs provided by the user.

Software Review 120

Software Review Infrastructure Lambda Generative AI 120

AWS Machine Learning - AI

FEBRUARY 25, 2025

Solution overview Before we dive into the deployment process, lets walk through the key steps of the architecture as illustrated in the following figure. This function invokes another Lambda function (see the following Lambda function code ) which retrieves the latest error message from the specified Terraform Cloud workspace.

Lambda 61

Lambda Generative AI AWS Software Review 61

Strategic Tech

JULY 21, 2020

Most organisations go through an architecture modernisation effort at some point as their systems drift into a state of intolerable maintenance costs and they diverge too far from modern technological advances. What architecture will be optimal for enabling that business vision? How are we going to deliver the new architecture?

Architecture 98

Architecture Technical Review Software Review Microservices 98

AWS Machine Learning - AI

APRIL 18, 2024

With Amazon Bedrock, teams can input high-level architectural descriptions and use generative AI to generate a baseline configuration of Terraform scripts. AWS Landing Zone architecture in the context of cloud migration AWS Landing Zone can help you set up a secure, multi-account AWS environment based on AWS best practices.

AWS 115

AWS Applications Lambda Knowledge Base 115

RapidValue

JANUARY 5, 2020

One such service is their serverless computing service , AWS Lambda. For the uninitiated, Lambda is an event-driven serverless computing platform that lets you run code without managing or provisioning servers and involves zero administration. How does AWS Lambda Work. Why use AWS Lambda? Read on to know. zip or jar.

Lambda 61

Lambda Serverless AWS Architecture 61

AWS Machine Learning - AI

FEBRUARY 6, 2024

Bringing innovative new pharmaceuticals drugs to market is a long and stringent process. Automating the frustrating CTD document process accelerates new product approvals so innovative treatments can get to patients faster. The following diagram illustrates the solution architecture. AI delivers a major leap forward.

Generative AI 113

Generative AI AWS Lambda Technical Review 113

AWS Machine Learning - AI

MAY 30, 2024

In this post, we describe how CBRE partnered with AWS Prototyping to develop a custom query environment allowing natural language query (NLQ) prompts by using Amazon Bedrock, AWS Lambda , Amazon Relational Database Service (Amazon RDS), and Amazon OpenSearch Service. A Lambda function with business logic invokes the primary Lambda function.

AWS 116

AWS Lambda Performance Artificial Inteligence 116

Xebia

MAY 21, 2024

Many companies across various industries prioritize modernization in the cloud for several reasons, such as greater agility, scalability, reliability, and cost efficiency, enabling them to innovate faster and stay competitive in today’s rapidly evolving digital landscape. What is Modernization on AWS?

AWS 130

AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

MARCH 7, 2025

In this post, we describe the development journey of the generative AI companion for Mozart, the data, the architecture, and the evaluation of the pipeline. The following diagram illustrates the solution architecture. You can create a decoupled architecture with reusable components.

Generative AI 76

Generative AI Technical Review Insurance Policies 76

AWS Machine Learning - AI

FEBRUARY 9, 2024

IT teams are responsible for helping the LOB innovate with speed and agility while providing centralized governance and observability. API gateways can provide loose coupling between model consumers and the model endpoint service, and flexibility to adapt to changing model, architectures, and invocation methods.

Lambda 135

Lambda Generative AI AWS Microservices 135

AWS Machine Learning - AI

MARCH 20, 2025

Our partnership with AWS and our commitment to be early adopters of innovative technologies like Amazon Bedrock underscore our dedication to making advanced HCM technology accessible for businesses of any size. This collaboration confirms that our AI solutions are not just innovative but also resilient.

Generative AI 68

Generative AI Artificial Inteligence Metrics AWS 68

Erik Bernhardsson

NOVEMBER 30, 2021

It's expected that innovation shifts away from big companies to startups. This isn't exactly a new idea—Heroku launched in 2007, and AWS Lambda in 2014. Cloudflare has done exceptionally well staying ahead of the innovation game, but I suspect the same economic forces that apply to AWS et al eventually apply to them too.

Cloud 351

Cloud AWS Weak Development Team Serverless 351

AWS Machine Learning - AI

DECEMBER 4, 2024

The following diagram illustrates the conceptual architecture of an AI assistant with Amazon Bedrock IDE. Solution architecture The architecture in the preceding figure shows how Amazon Bedrock IDE orchestrates the data flow. The following figure illustrates the workflow from initial user interaction to final response.

Generative AI 93

Generative AI Applications Technical Review Software Review 93

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Integrating it with the range of AWS serverless computing, networking, and content delivery services like AWS Lambda , Amazon API Gateway , and AWS Amplify facilitates the creation of an interactive tool to generate dynamic, responsive, and adaptive logos. Solution overview The following diagram illustrates the solution architecture.

Lambda 117

Lambda AWS Generative AI Resources 117

AWS Machine Learning - AI

AUGUST 21, 2024

This post explores an innovative application of large language models (LLMs) to automate the process of customer review analysis. The following reference architecture illustrates what an automated review analysis solution could look like. LLMs are a type of foundation model (FM) that have been pre-trained on vast amounts of text data.

Technical Review 115

Technical Review Software Review Systems Review Lambda 115

Stackery

MAY 14, 2020

A Culture of Rapid Innovation with DevOps, Microservices, and Serverless. Scalable Serverless Architectures Using Event-Driven Design. Serverless architecture frees you to focus on solving business problems without the burden of managing infrastructure on AWS. Useful content delivered by serverless visionary, Chris Munns.

AWS 105

AWS Serverless Lambda Microservices 105

AWS Machine Learning - AI

JULY 3, 2024

To answer this question, the AWS Generative AI Innovation Center recently developed an AI assistant for medical content generation. Image 1: High-level overview of the AI-assistant and its different components Architecture The overall architecture and the main steps in the content creation process are illustrated in Image 2.

Artificial Inteligence 113

Artificial Inteligence Generative AI Lambda Healthcare 113

CIO

OCTOBER 18, 2023

Putting data to work to improve health outcomes “Predicting IDH in hemodialysis patients is challenging due to the numerous patient- and treatment-related factors that affect IDH risk,” says Pete Waguespack, director of data and analytics architecture and engineering for Fresenius Medical Care North America.

Artificial Inteligence 200

Artificial Inteligence Analytics Machine Learning Artificial Intelligence 200

AWS Machine Learning - AI

APRIL 24, 2024

This is done using ReAct prompting, which breaks down the task into a series of steps that are processed sequentially: For device metrics checks, we use the check-device-metrics action group, which involves an API call to Lambda functions that then query Amazon Athena for the requested data. It serves as the data source to the knowledge base.

Artificial Inteligence 119

Artificial Inteligence Lambda Knowledge Base IoT 119

CIO

APRIL 25, 2023

Five years later, transformer architecture has evolved to create powerful models such as ChatGPT. ChatGPT was trained with 175 billion parameters; for comparison, GPT-2 was 1.5B (2019), Google’s LaMBDA was 137B (2021), and Google’s BERT was 0.3B (2018). GPT stands for generative pre-trained transformer.

Generative AI 174

Generative AI ChatGPT Artificial Inteligence Artificial Intelligence 174

AWS Machine Learning - AI

MAY 15, 2024

Amazon Ads helps advertisers and brands achieve their business goals by developing innovative solutions that reach millions of Amazon customers at every stage of their journey. In this blog post, we describe the architectural and operational details of how Amazon Ads implemented its generative AI-powered image creation solution on AWS.

Generative AI 114

Generative AI Artificial Inteligence Advertising Technical Review 114

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. The system architecture comprises several core components: UI portal – This is the user interface (UI) designed for vendors to upload product images.

eCommerce 103

eCommerce Generative AI Lambda AWS 103

AWS Machine Learning - AI

JULY 2, 2024

The following diagram illustrates the solution architecture. Figure 1: Solution architecture The workflow for the solution is as follows: The doctor interacts with the Streamlit frontend, which serves as the application interface. The request includes the doctor’s ID, a list of patient IDs to filter by, and the text query.

Knowledge Base 113

Knowledge Base Artificial Inteligence Lambda Authentication 113

Xebia

JANUARY 19, 2023

The data engineer is also expected to create agile data architectures that evolve as new trends emerge. Building architectures that optimize performance and cost at a high level is no longer enough. Principles of a good Data Architecture Successful data engineering is built upon rock-solid architecture.

Data Engineering 130

Data Engineering Engineering Data Technical Review 130

AWS Machine Learning - AI

APRIL 11, 2024

The following architecture diagram illustrates how you can use the Amazon Titan Multimodal Embeddings model with documents in an Amazon Simple Storage Service (Amazon S3) bucket for image gallery creation. An Amazon S3 object notification event invokes the embedding AWS Lambda function.

Artificial Inteligence 111

Artificial Inteligence Lambda AWS Machine Learning 111

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. Dynamo DB stores the query and the session ID, which is then passed to a Lambda function as a DynamoDB event notification.

Generative AI 107

Generative AI Artificial Inteligence Data AWS 107

AWS Machine Learning - AI

FEBRUARY 8, 2024

They can enhance operational efficiency, customer service, and decision-making while reducing costs and enabling innovation. The following diagram illustrates the solution architecture. 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.

Knowledge Base 130

Knowledge Base Insurance Lambda AWS 130