Xebia

AUGUST 29, 2023

VPC Lattice offers a new mechanism to connect microservices across AWS accounts and across VPCs in a developer-friendly way. Or if you have an existing landing zone with AWS Transit Gateway, do you already plan to replace it with VPC Lattice? You can also use AWS PrivateLink to inter-connect your VPCs across accounts.

AWS 130

AWS Load Balancer Microservices Lambda 130

AWS Machine Learning - AI

MAY 14, 2024

We present the solution and provide an example by simulating a case where the tier one AWS experts are notified to help customers using a chat-bot. We provide LangChain and AWS SDK code-snippets, architecture and discussions to guide you on this important topic.

Generative AI 85

Generative AI Artificial Inteligence AWS Applications 85

Cloud That

NOVEMBER 17, 2022

About AWS Textract. Architecture Diagram. Steps to Setup AWS S3. Steps to Setup Amazon Lambda. Modern technology has solved this problem to a large extent and data can be extracted from structured forms without human touch. About AWS Textract. Architecture Diagram. Steps to Setup AWS S3.

AWS 75

AWS Lambda Data Machine Learning 75

Stackery

APRIL 27, 2020

Today we’re proud to share that Stackery has achieved the AWS Lambda Ready designation for continuous integration and delivery! This differentiates Stackery’s secure serverless delivery platform as fully integrated with AWS Lambda. More on Lambda Ready. Why did we receive the designation?

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Lambda AWS Serverless Continuous Integration 52

AWS Machine Learning - AI

FEBRUARY 9, 2024

Because 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. The following diagram summarizes the solution architecture and key components.

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Lambda Generative AI AWS Microservices 123

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? You may ask.

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Lambda Serverless AWS Architecture 61

Bernd Rucker

MAY 14, 2020

Powerful Serverless Function Orchestration using BPMN and Cloud-Native Workflow Technology Assume you want to coordinate multiple Lambdas to achieve a bigger goal. and how you can use BPMN and Camunda Cloud to orchestrate these three AWS Lambdas and provide an additional trip booking Lambda. Why Orchestration?

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Lambda AWS Cloud Hotels 52

AWS Machine Learning - AI

APRIL 24, 2024

With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests. This post assesses two primary approaches for developing AI assistants: using managed services such as Agents for Amazon Bedrock , and employing open source technologies like LangChain.

Artificial Inteligence 102

Artificial Inteligence Lambda Generative AI Knowledge Base 102

AWS Machine Learning - AI

FEBRUARY 19, 2024

The popular architecture pattern of Retrieval Augmented Generation (RAG) is often used to augment user query context and responses. Internally, Amazon Bedrock uses embeddings stored in a vector database to augment user query context at runtime and enable a managed RAG architecture solution. Navigate to the lambdalayer folder.

Knowledge Base 94

Knowledge Base Artificial Inteligence Applications Lambda 94

Xebia

JANUARY 3, 2023

At AWS re:Invent I attended SVS312 Building Serverlesspresso. This talk was about how you can create event-driven architectures. I am a fan of event-driven architectures. In the past I used a similar technique that I talked about in an AWS Meetup. Because you do not need to invoke a Lambda function to handle the request.

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Lambda Serverless IoT AWS 130

AWS Machine Learning - AI

MAY 15, 2024

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. Next, we present the solution architecture and process flows for machine learning (ML) model building, deployment, and inferencing.

Generative AI 96

Generative AI Artificial Inteligence Advertising Technical Review 96

Honeycomb

MAY 23, 2022

As many of you may have read, Amazon has released C7g instances powered by the highly anticipated AWS Graviton3 Processors. Based on the success we had with this experiment (don’t worry, we discuss it below) we can only expect great things to come out of the new AWS Graviton3 Processors. Background. Reservations[]|.Instances[]'

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AWS Lambda Architecture Testing 88

AWS Machine Learning - AI

MAY 7, 2024

A more efficient way to manage meeting summaries is to create them automatically at the end of a call through the use of generative artificial intelligence (AI) and speech-to-text technologies. This S3 event triggers the Notification Lambda function, which pushes the summary to an Amazon Simple Notification Service (Amazon SNS) topic.

Artificial Inteligence 99

Artificial Inteligence Meeting Generative AI AWS 99

Xebia

APRIL 20, 2023

The magic happens through a combination of Serverless, user input, a CloudFront distribution, a Lambda function, and the OpenAI API. The Lambda function is a Python script that incorporates the Xebia mission, vision, and values, as well as each leader’s personality and speaking style. provider: name: aws runtime: python3.9

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Artificial Intelligence Artificial Inteligence Leadership Lambda 130

AWS Machine Learning - AI

NOVEMBER 24, 2023

This solution is available in the AWS Solutions Library. The system architecture comprises several core components: UI portal – This is the user interface (UI) designed for vendors to upload product images. AWS Lambda – AWS Lambda provides serverless compute for processing.

Generative AI 88

Generative AI eCommerce Lambda AWS 88

AWS Machine Learning - AI

DECEMBER 22, 2023

Amazon Lex supplies the natural language understanding (NLU) and natural language processing (NLP) interface for the open source LangChain conversational agent embedded within an AWS Amplify website. Solution architecture The following diagram illustrates the solution architecture.

Generative AI 92

Generative AI Lambda AWS Technical Review 92

AWS Machine Learning - AI

FEBRUARY 8, 2024

As AI technology continues to evolve, the capabilities of generative AI agents are expected to expand, offering even more opportunities for customers to gain a competitive edge. The following diagram illustrates the solution architecture. AWS Identity and Access Management (IAM) permissions for the preceding resources.

Knowledge Base 115

Knowledge Base Insurance Lambda AWS 115

Mike Roberts

DECEMBER 13, 2017

Lambda is a wonderful platform. The problems In Learning Lambda Part 9 , I described Lambda’s scaling behavior? Lambda can overwhelm downstream resources that do not have similar scaling properties. A thousand-times scaled Lambda could easily cause significant performance problems to a modest SQL database server.

Lambda 40

Lambda AWS Architecture Microservices 40

Mike Roberts

DECEMBER 13, 2017

Lambda is a wonderful platform. The problems In Learning Lambda Part 9 , I described Lambda’s scaling behavior? Lambda can overwhelm downstream resources that do not have similar scaling properties. A thousand-times scaled Lambda could easily cause significant performance problems to a modest SQL database server.

Lambda 40

Lambda AWS Architecture Microservices 40

Honeycomb

NOVEMBER 28, 2022

Today, we’re announcing the expansion of Honeycomb integrations with various AWS services. This update now covers a much wider swath of AWS services, makes it easier to integrate your AWS stack with Honeycomb, and with our new BubbleUp enhancements , you’ll be identifying and debugging hidden issues in your AWS stack faster than ever.

AWS 98

AWS Metrics Lambda Infrastructure 98

Dzone - DevOps

MAY 1, 2023

This was not only about rewriting applications, but the backend data stores were also redesigned in terms of dynamic scalability , high performance, and flexibility for event-driven architecture.

Serverless 83

Serverless Lambda Data Microservices 83

CIO

MAY 8, 2024

This article focuses on how these advancements are paving the way for data integration for the years to come in this ever-so-dynamic technological era. AI-powered data integration One of the most promising advancements in data integration is the integration of artificial intelligence (AI) and machine learning (ML) technologies.

Innovation 173

Innovation Artificial Inteligence Data Serverless 173

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

AWS Machine Learning - AI

NOVEMBER 30, 2023

The number of companies launching generative AI applications on AWS is substantial and building quickly, including adidas, Booking.com, Bridgewater Associates, Clariant, Cox Automotive, GoDaddy, and LexisNexis Legal & Professional, to name just a few. Innovative startups like Perplexity AI are going all in on AWS for generative AI.

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Generative AI AWS Artificial Inteligence Software Review 121

Perficient

MAY 30, 2023

In this technical blog post, we will explore the limitations of Databricks regarding synchronous updates, introduce the pattern of “Simulating Synchronous Operations with Asynchronous Code,” and compare it with the widely adopted event-driven architecture. The events are then published to a message broker or event bus.

Software Review 59

Software Review Systems Review System Lambda 59

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. Our technical solution At 20 Minutes, we’ve been using AWS since 2017, and we aim to build on top of serverless services whenever possible.

Generative AI 103

Generative AI Artificial Inteligence AWS Serverless 103

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 AWS Software Review Serverless 52

Mentormate

MAY 12, 2020

MentorMate has clients across a variety of industries with very specific technology needs. As specified in the AWS Well-Architected framework , there are five distinct pillars in this regard: Operational Excellence, Security, Reliability, Performance Efficiency, and Cost Optimization. AWS Tagging Strategy. AWS Cost Explorer.

AWS 98

AWS Cloud Serverless Lambda 98

AWS Machine Learning - AI

MAY 22, 2024

Solution overview The following diagram illustrates the solution architecture. Figure 2: High-level solution architecture The high-level overview of the solution is: An ML scientist uses Sagemaker notebooks to process and split the data into training and validation data. For details, see Creating an AWS account.

Fashion 103

Fashion Artificial Inteligence Generative AI AWS 103

Dzone - DevOps

APRIL 21, 2021

With the increasing popularity and adoption of services like AWS Lambda and Fargate, serverless technologies are gaining more attention in every company's technology stack. Serverless technology helps companies scale their cloud-based architecture. How Did We Get Here to Serverless?

Serverless 100

Serverless Lambda DevOps AWS 100

AWS Machine Learning - AI

JANUARY 26, 2024

Understanding and addressing LLM vulnerabilities, threats, and risks during the design and architecture phases helps teams focus on maximizing the economic and productivity benefits generative AI can bring. What are some ways to implement security and privacy controls in the development lifecycle for generative AI LLM applications on AWS?

Artificial Inteligence 117

Artificial Inteligence Generative AI Security Applications 117

Lacework

MARCH 31, 2022

In this blog post, Lacework Labs will explore how to make actionable use of threat intelligence in an AWS environment through a “crawl, walk, run” approach that won’t overwhelm security engineering teams with new tasks. . Per AWS’ documentation about their DNS firewall, . “ Figure 3 – AWS Managed Domain List.

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Lambda Firewall Cloud AWS 98

Linux Academy

APRIL 4, 2019

In this article, I’ll talk about workforce productivity, as it relates to AWS. Customer Maturity on AWS. AWS can accelerate your activity by reducing undifferentiated work, and time associated with it, such as waiting to standing up build and test environments. Turn constant cloud technology changes into a strength.

AWS 60

AWS Serverless Lambda Linux 60

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.

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Lambda Software Review AWS Systems Review 52

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

Mike Roberts

NOVEMBER 1, 2017

Error Handling This is Part 7 of Learning Lambda, a tutorial series about engineering using AWS Lambda. Welcome to Part 7 of Learning Lambda! Classes of error When using AWS Lambda there are several different classes of error that can occur.

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Lambda Software Review AWS Metrics 52

Erik Bernhardsson

NOVEMBER 30, 2021

Here's a theory I have about cloud vendors (AWS, Azure, GCP): Cloud vendors 1 will increasingly focus on the lowest layers in the stack: basically leasing capacity in their data centers through an API. Redshift is a data warehouse (aka OLAP database) offered by AWS. If you're an ambitious person, do you go work at AWS?

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Cloud AWS Weak Development Team Serverless 351