AWS Machine Learning - AI

MARCH 20, 2025

Lets look at an example solution for implementing a customer management agent: An agentic chat can be built with Amazon Bedrock chat applications, and integrated with functions that can be quickly built with other AWS services such as AWS Lambda and Amazon API Gateway. Update the due date for a JIRA ticket.

Generative AI 101

Generative AI Systems Review System Lambda 101

AWS Machine Learning - AI

MARCH 5, 2025

Review the source document excerpt provided in XML tags below - For each meaningful domain fact in the , extract an unambiguous question-answer-fact set in JSON format including a question and answer pair encapsulating the fact in the form of a short sentence, followed by a minimally expressed fact extracted from the answer.

Generative AI 75

Generative AI Systems Review Artificial Inteligence Software Review 75

AWS Machine Learning - AI

MARCH 7, 2025

Through advanced data analytics, software, scientific research, and deep industry knowledge, Verisk helps build global resilience across individuals, communities, and businesses. Verisk has a governance council that reviews generative AI solutions to make sure that they meet Verisks standards of security, compliance, and data use.

Generative AI 82

Generative AI Technical Review Insurance Policies 82

AWS Machine Learning - AI

NOVEMBER 7, 2024

In the first part of the series, we showed how AI administrators can build a generative AI software as a service (SaaS) gateway to provide access to foundation models (FMs) on Amazon Bedrock to different lines of business (LOBs). It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker.

Generative AI 106

Generative AI AWS Artificial Inteligence Enterprise 106

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 92

Knowledge Base Generative AI Technical Review AWS 92

AWS Machine Learning - AI

FEBRUARY 11, 2025

Step Functions orchestrates AWS services like AWS Lambda and organization APIs like DataStore to ingest, process, and store data securely. The workflow includes the following steps: The Prepare Map Input Lambda function prepares the required input for the Map state. The fetched data is put into an S3 data store bucket for processing.

Knowledge Base 85

Knowledge Base Lambda Enterprise AWS 85

Modus Create

FEBRUARY 20, 2020

Lambda@Edge is Amazon Web Services’s (AWS’s) Lambda service run on the Amazon CloudFront Global Edge Network. You can utilize this service to run code in a serverless fashion at a location that is close to the end user. There are numerous measures you can take to improve security with Lambda@Edge.

Lambda 110

Lambda Transportation Software Review Policies 110

Xebia

JANUARY 17, 2024

Recently I have been working on a few projects that involved Lambda functions. Dir Structure For this solution to work the project directory should be structured in a way so that terraform can find the dependencies you are looking to install to your Lambda. config } provider "aws" { #.

Lambda 130

Lambda AWS Resources Software Review 130

Apiumhub

SEPTEMBER 27, 2023

This is the second post in a two-part series exploring the world of Serverless and Edge Runtime. In the previous post, we got familiar with serverless; the main focus of this post will be the Edge Runtime, where it can be useful, and what its caveats are.

Serverless 99

Serverless Software Review Lambda AWS 99

CIO

MAY 8, 2024

This helps reduce the points of failure due to human intervention. This is crucial for extracting insights from text-based data sources like social media feeds, customer reviews, and emails. Serverless data integration The rise of serverless computing has also transformed the data integration landscape. billion by 2025.

Innovation 153

Innovation Artificial Inteligence Data Serverless 153

The Agile Monkey

JUNE 7, 2019

When serverless pops up in conversation, there is sometimes an uncomfortable silence in the room. This is possibly because the majority of us don’t know much about serverless. Serverless is the new paradigm for building applications. As a result, we only have to think about our code, architecture and which services to use.

Serverless 75

Serverless Lambda AWS Software Review 75

Apiumhub

SEPTEMBER 10, 2023

This is the introductory post in a two-part series, exploring the world of Serverless and Edge Runtime. The main focus of this post will be Serverless, while the second one will focus on an alternative, newer approach in the form of Edge Computing. Scalability Of course, going serverless is not only for small projects.

Serverless 101

Serverless .Net Architecture AWS 101

Xebia

MAY 21, 2024

This may include breaking monolithic applications into microservices, containerizing applications using Docker and Kubernetes, or adopting serverless computing with AWS Lambda. Adoption of Cloud-Native Technologies: Companies embrace cloud-native technologies such as containers, serverless computing, and microservices architecture.

AWS 130

AWS Strategy Serverless Microservices 130

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 ;).

Serverless 109

Serverless Lambda AWS Systems Review 109

AWS Machine Learning - AI

MAY 17, 2024

In this blog post, you will learn about prompt chaining, how to break a complex task into multiple tasks to use prompt chaining with an LLM in a specific order, and how to involve a human to review the response generated by the LLM. For most reviews, the system auto-generates a reply using an LLM.

Generative AI 131

Generative AI Artificial Inteligence Systems Review Software Review 131

Stackery

APRIL 29, 2020

There are so many early serverless adopters and pioneers who many of us in the community know well: AWS heroes, in-demand speakers, and celebrated community organizers with thousands of followers, popular Twitch channels, and full speaking dockets. serverless — Tom McLaughlin - Serverless Lifestyle Brand (@tmclaughbos) March 3, 2020.

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Serverless Software Review Technical Review AWS 71

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. Software updates and upgrades are a critical part of our service.

Generative AI 80

Generative AI AWS Technical Review Backup 80

The Agile Monkey

JULY 4, 2019

Have you ever wondered whether your AWS Lambda could be faster if you used a different runtime? AWS Lambda allows us to execute code in the cloud without needing to provision anything. In the past few years, it has become increasignly well-known thanks to the rise of serverless applications. Rust, Node.js 8.10, C# (.NET

Lambda 66

Lambda AWS Comparison Serverless 66

Stackery

DECEMBER 23, 2019

Serverless can bring opportunities by making DevOps more accessible to folks new to the industry. But many technologists, seasoned or otherwise, hear a lot about serverless but don’t always know how to get started. Oftentimes, I’d be limited in how much I can help them out due to my role’s credentials and my experience-level.

Serverless 12

Serverless Software Review Technical Review Lambda 12

Hu's Place - HitachiVantara

APRIL 24, 2018

According to Wikipedia, Serverless computing is a cloud computing model in which the cloud service provider dynamically manages the allocation of machine resources. Serverless computing still requires servers. Serverless computing is provided by a cloud service provider like AWS Lambda.

Serverless 56

Serverless Lambda Software Review AWS 56

CIO

JANUARY 16, 2023

To ensure more sustainable operations, the company’s tech staff also relies on Amazon Lambda’s serverless, event-driven compute services to run code without provisioning servers. It is a significant energy saver that enables Choice to pay for only what it uses.

Hotels 217

Hotels Sustainability Cloud Data Center 217

The Agile Monkey

JULY 15, 2019

We continue benchmarking AWS Lambda… In Part I of this blog we tested the performance of a Hello World example for 8 different runtimes and got us some very interesting metrics. We also created a DynamoDB table with autoscaling enabled ; the stack was deployed using Serverless Framework. However, we didn’t stop there.

Lambda 66

Lambda AWS Software Review Serverless 66

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.

AWS 124

AWS Lambda Performance Artificial Inteligence 124

Altexsoft

DECEMBER 28, 2018

According to the RightScale 2018 State of the Cloud report, serverless architecture penetration rate increased to 75 percent. Aware of what serverless means, you probably know that the market of cloudless architecture providers is no longer limited to major vendors such as AWS Lambda or Azure Functions.

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Serverless Azure AWS Architecture 68

Perficient

JULY 23, 2024

As we know, AWS Lambda is a serverless computing service that lets you run code without provisioning or managing servers. However, for Lambda functions to interact with other AWS services or resources, it needs permissions. This is where the AWS Lambda execution role comes into picture. Select your function.

Lambda 52

Lambda AWS Software Review Policies 52

Stackery

FEBRUARY 11, 2019

Serverless has, for the last year or so, felt like an easy term to define: code run in a highly managed environment with (almost) no configuration of the underlying computer layer done by your team. Fair enough, but what is is a serverless application? Review: What’s a Lambda? But what are Lambdas again?

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Serverless Lambda AWS Software Review 53

Tamnoon

MARCH 17, 2025

Serverless architecture accelerates development and reduces infrastructure management, but it also introduces security blind spots that traditional tools often fail to detect. AWS Lambda, API Gateway, and DynamoDB have revolutionized application development, eliminating infrastructure concerns and creating new security challenges.

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Serverless AWS Lambda How To 52

The Agile Monkey

JULY 1, 2019

We got super excited when we released the AWS Lambda Haskell runtime, described in one of our previous posts , because you could finally run Haskell in AWS Lambda natively. There are few things better than running Haskell in AWS Lambda, but one is better for sure: Running it 12 times faster! and bootstrap?—?faster.

Lambda 58

Lambda AWS Serverless Software Review 58

Prisma Clud

JUNE 6, 2024

More than 25% of all publicly accessible serverless functions have access to sensitive data , as seen in internal research. The question then becomes, Are cloud serverless functions exposing your data? AWS Cheat Sheet: Is my Lambda exposed? which is followed by How can we assess them? Already an expert?

Serverless 59

Serverless Cloud Data Azure 59

Stackery

MARCH 1, 2020

Last week, I joined an awesome lineup of speakers and serverless users in Tennessee for the inaugural ServerlessDays Nashville conference. Whether you help architect serverless applications at work or you’re just getting started in the community, chances are you’ve caught wind of a ServerlessDays event. Enter serverless.

Serverless 59

Serverless Technical Review Software Review AWS 59

Stackery

APRIL 15, 2019

Stackery is a tool to deploy complete serverless applications via Amazon Web Services (AWS). Epsagon monitors and tracks your serverless components to increase observability. No code was released today, but several teams merged changes over the last week, and you are seeing the highest traffic you’ve had all month.

Serverless 58

Serverless Lambda Software Review AWS 58

Mike Roberts

DECEMBER 6, 2017

It’s funny to think that AWS Lambda was announced at re:Invent only 3 years ago?—?the the industry and Lambda platform both have moved forward a long way since. This year’s re:Invent saw a lot of incremental improvements for Lambda and its related services. We saw some big new products and features from Lambda’s AWS neighbors.

Serverless 52

Serverless Lambda AWS Software Review 52

CIO

NOVEMBER 2, 2023

Awareness of FinOps practices and the maturity of software that can automate cloud optimization activities have helped enterprises get a better understanding of key cost drivers,” McCarthy says, referring to the practice of blending finance and cloud operations to optimize cloud spend. year over year in 2023, which is down from the 27.6%

Strategy 211

Strategy Cloud Data Center Budget 211

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. Even with open source libraries, significant effort is required to write code, determine optimal chunk size, generate embeddings, and more. Navigate to the lambdalayer folder.

Knowledge Base 114

Knowledge Base Artificial Inteligence Applications Lambda 114

Perficient

FEBRUARY 20, 2023

In this article, we’re going to explore how to deploy an AWS serverless infrastructure capable of storing and releasing data through typical actions (transcription, call recording, sending SMS through messaging services, etc.) You should then end up at the Review screen where you can finalize the creation of your user: 6.

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Serverless AWS Lambda Infrastructure 64

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Finally I mention Lambda’s limited, but not trivial, vertical scaling capability.

Lambda 52

Lambda Software Review AWS Serverless 52

Mike Roberts

NOVEMBER 14, 2017

Cold Starts This is Part 8 of Learning Lambda, a tutorial series about engineering using AWS Lambda. In this installment of Learning Lambda I discuss Cold Starts. In this installment of Learning Lambda I discuss Cold Starts. Way back in Part 3 I talked about the lifecycle of a Lambda function.

Lambda 52

Lambda Software Review AWS Systems Review 52