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. The workflow includes the following steps: Amazon WorkMail manages incoming and outgoing customer emails.

Knowledge Base 100

Knowledge Base Generative AI Technical Review Lambda 100

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.

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Lambda Serverless AWS Architecture 61

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

Confluent

FEBRUARY 27, 2019

With serverless being all the rage, it brings with it a tidal change of innovation. Given that it is at a relatively early stage, developers are still trying to grok the best approach for each cloud vendor and often face the following question: Should I go cloud native with AWS Lambda, GCP functions, etc., I will resist ;).

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Serverless Lambda AWS Systems Review 109

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. It will then return the place name with the highest similarity score.

Artificial Inteligence 109

Artificial Inteligence Generative AI Travel AWS 109

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?

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AWS Strategy Serverless Microservices 130

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 62

Artificial Inteligence Open Source AWS Serverless 62

Stackery

OCTOBER 8, 2019

In new and quickly-expanding fields like serverless, long-standing experts are few and far between. I am excited to welcome Tim Wagner, the original leader of the serverless movement, to the Stackery Board of Directors. In many ways, we have them to thank for creating the environment that supports Stackery and the serverless ecosystem.

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Lambda AWS Serverless Blockchain 15

Stackery

OCTOBER 14, 2019

re:Invent is more than a month away but there have already been some great guides for the event, and many of them focus on serverless. With AWS Lambda as one of the top technology keywords for this year’s event, there are many sessions to sift through – Here are some of my favorites. Building microservices with AWS Lambda SVS343-R.

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Serverless Lambda AWS Microservices 13

AWS Machine Learning - AI

APRIL 22, 2025

Infosys , a leading global IT services and consulting organization, used its digital expertise to tackle this challenge by pioneering, Infosys Event AI, an innovative AI-based event assistant. A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing.

Media 73

Media Knowledge Base AWS Systems Review 73

Stackery

MAY 14, 2020

AWS Summit Chicago on the horizon, and while there’s no explicit serverless track, there are some amazing sessions to check out. Here are my top choices for the serverless sessions and a workshop you won’t want to miss: Workshop for Serverless Computing with AWS + Stackery + Epsagon. Performing Serverless Analytics in AWS Glue.

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AWS Serverless Lambda Microservices 105

CIO

JULY 18, 2024

By understanding their options and leveraging GPU-as-a-service, CIOs can optimize genAI hardware costs and maintain processing power for innovation.” John Marcante, US CIO in Residence at Deloitte and former Global CIO at Vanguard, sees innovation in the marketplace also coming to CIOs’ aid. The heart of generative AI lies in GPUs.

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Generative AI Artificial Inteligence Fractional CTO Open Source 204

Mentormate

AUGUST 7, 2019

Wide interest in serverless computing — that is, Function as a Service or FaaS — has been trending among the tech community for some time now, and for good reason. Investment In Serverless Returns More Value — But Why? Once you’ve committed to embracing Serverless, target some of its best practices to harness even more momentum.

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Serverless AWS Lambda Microservices 35

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 Gateway routes the request to an AWS Lambda function ( bedrock_invoke_model ) that’s responsible for logging team usage information in Amazon CloudWatch and invoking the Amazon Bedrock model.

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Lambda Generative AI AWS Microservices 143

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. The Lambda wrapper function searches for similar questions in OpenSearch Service.

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AWS Lambda Performance Artificial Inteligence 128

Stackery

DECEMBER 6, 2019

But after two days of discussing serverless development and AWS tooling with the many awesome folks who have visited the Stackery booth (plus the primer I attended on day one) I was actually feeling pretty limber for the marathon that was “Serverless SaaS Deep Dive: Building Serverless on AWS”. Serverless for SaaS.

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Serverless Lambda Microservices AWS 52

Stackery

JULY 1, 2020

Information security & serverless applications. Lambda Function ? In the above example, we are adding permission for a Lambda Function to create, read, update, and delete items inside the table. Relational databases like Aurora Serverless are an example of this. Information security (infosec) is a broad field.

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Serverless AWS Authentication Lambda 72

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. This API will be used to invoke the Lambda function.

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Lambda AWS Generative AI Resources 128

AWS Machine Learning - AI

OCTOBER 1, 2024

At Amazon and AWS, we are always finding innovative ways to build inclusive technology. We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. All the services that we use are serverless and fully managed by AWS. We also provide a sample chatbot application.

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Serverless Artificial Inteligence AWS Software Review 86

O'Reilly Media - Ideas

JANUARY 14, 2020

Get a basic understanding of serverless, then go deeper with recommended resources. Serverless is a trend in computing that decouples the execution of code, such as in web applications, from the need to maintain servers to run that code. Serverless also offers an innovative billing model and easier scalability.

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Serverless Lambda AWS Architecture 56

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.

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Generative AI AWS Technical Review Backup 87

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. AWS Lambda – AWS Lambda provides serverless compute for processing. Amazon API Gateway passes the request to AWS Lambda through a proxy integration.

eCommerce 115

eCommerce Generative AI Lambda AWS 115

AWS Machine Learning - AI

SEPTEMBER 17, 2024

Our solution uses an FSx for ONTAP file system as the source of unstructured data and continuously populates an Amazon OpenSearch Serverless vector database with the user’s existing files and folders and associated metadata. The RAG Retrieval Lambda function stores conversation history for the user interaction in an Amazon DynamoDB table.

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Generative AI AWS Applications Serverless 91

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. This innovative application of generative AI delivers tangible productivity gains and operational efficiencies to the insurance industry.

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Generative AI Technical Review Insurance Policies 89

AWS Machine Learning - AI

DECEMBER 4, 2024

This includes setting up Amazon API Gateway , AWS Lambda functions, and Amazon Athena to enable querying the structured sales data. Select OpenSearch Serverless as your vector store. Prerequisites Before creating your application in Amazon Bedrock IDE, you’ll need to set up a few resources in your AWS account.

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Generative AI Applications Technical Review Software Review 104

O'Reilly Media - Ideas

JANUARY 22, 2019

From artificial intelligence to serverless to Kubernetes, here’s what on our radar. A related innovation, Robotic Process Automation (RPA), presents options for task automation and is expected to see rapid and substantial growth as well. Knative vs. AWS Lambda vs. Microsoft Azure Functions vs. Google Cloud.

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Systems Review Trends Engineering System 96

AWS Machine Learning - AI

AUGUST 26, 2024

API Gateway instantiates an AWS Step Functions The state machine orchestrates the AI/ML services Amazon Transcribe and Amazon Bedrock and the NoSQL data store Amazon DynamoDB using AWS Lambda functions. We can call the Amazon Bedrock API directly from the Step Functions workflow to save on Lambda compute cost.

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Generative AI AWS 3D Video 119

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.

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Generative AI Artificial Inteligence Data AWS 120

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. Antonia Wiebeler is a Data Scientist at the AWS Generative AI Innovation Center, where she enjoys building proofs of concept for customers. You can do this by running the following command.

Fashion 101

Fashion Generative AI Applications AWS 101

AWS Machine Learning - AI

OCTOBER 23, 2024

The solution’s scalability quickly accommodates growing data volumes and user queries thanks to AWS serverless offerings. Prerequisites To implement this solution, you need the following: An AWS account with permissions to create resources in Amazon Bedrock, Amazon Lex, Amazon Connect, and AWS Lambda.

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Lambda Knowledge Base Generative AI AWS 92

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.

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Generative AI Artificial Inteligence AWS Advertising 133

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. Hervouet himself says he is driving his developers to innovate faster and develop new classes of applications as soon as new cloud capabilities are released.

Artificial Inteligence 133

Artificial Inteligence Generative AI Storage AWS 133

Mobilunity

APRIL 22, 2025

DevOps has long been the gold standard for agile, collaborative IT workflows that drive innovation. 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.,

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DevOps Software Review Development Team Review Technical Review 40

AWS Machine Learning - AI

FEBRUARY 8, 2024

They can enhance operational efficiency, customer service, and decision-making while reducing costs and enabling innovation. 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. create-customer-resources.sh

Knowledge Base 139

Knowledge Base Insurance Lambda AWS 139

AWS Machine Learning - AI

SEPTEMBER 24, 2024

Working with the AWS Generative AI Innovation Center , DoorDash built a solution to provide Dashers with a low-latency self-service voice experience to answer frequently asked questions, reducing the need for live agent assistance, in just 2 months. In particular, review the Lambda function code. seconds or less.

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Knowledge Base Generative AI Artificial Inteligence Lambda 98

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.

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Strategy Cloud Data Center Budget 211

Netlify

MARCH 10, 2020

VM => Lambda functions. I’ll paraphrase Sid Sijbrandij (CEO of GitLab): This feels like Rails for the JavaScript age. Moving from: REST => GraphQL. Sprockets => Babel/webpack. Caching => Static site. Erb => React. Active Record => Prisma. Rspec => Jest. routes.rb => Routes.js.

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Lambda Serverless Open Source Architecture 87