MagmaLabs

JANUARY 16, 2023

It is an open-source tool created by the AWS team. Net, or Go ) to write infrastructure as code. It uses the Construct Programming Model (CPM) to generate CloudFormation templates and materializes them as AWS resources when deployed. Install & Configure AWS CLI. aws/config file. Prerequisites.

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Lambda AWS Construction .Net 98

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. Agents for Amazon Bedrock automates the prompt engineering and orchestration of user-requested tasks.

Software Review 127

Software Review Infrastructure Lambda Generative AI 127

Xebia

MAY 21, 2024

Cloud modernization has become a prominent topic for organizations, and AWS plays a crucial role in helping them modernize their IT infrastructure, applications, and services. Overall, discussions on AWS modernization are focused on security, faster releases, efficiency, and steps towards GenAI and improved innovation.

AWS 130

AWS Strategy Serverless Microservices 130

Dzone - DevOps

MARCH 7, 2023

What Is the AWS Lambda Cold Start Problem? AWS Lambda is a serverless computing platform that enables developers to quickly build and deploy applications without having to manage any underlying infrastructure. However, this convenience comes with a downside—the AWS Lambda cold start problem.

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Lambda AWS Serverless Infrastructure 83

Cloud That

NOVEMBER 16, 2022

Steps to Create a Lambda Function. EC2 instances are the major AWS resources, in which applications’ data can be stored, run, and deployed. What if we want to send our running AWS Instances (servers) information to our team in form of logs for any purposes? Primary use cases for Lambda: Data processing. Conclusion.

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Lambda AWS Policies Resources 77

AWS Machine Learning - AI

APRIL 18, 2024

Tools like Terraform and AWS CloudFormation are pivotal for such transitions, offering infrastructure as code (IaC) capabilities that define and manage complex cloud environments with precision. This solution not only accelerates the migration process but also provides a standardized and secure cloud infrastructure.

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AWS Applications Lambda Knowledge Base 124

Honeycomb

MARCH 5, 2024

In this post, I describe how to send OpenTelemetry (OTel) data from an AWS Lambda instance to Honeycomb. I will be showing these steps using a Lambda written in Python and created and deployed using AWS Serverless Application Model (AWS SAM). Add your Honeycomb environment’s API key to AWS Secrets Manager.

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Lambda AWS Data Serverless 52

Dzone - DevOps

MARCH 14, 2023

This blog post is for folks interested in learning how to use Golang and AWS Lambda to build a serverless solution. You will be using the aws-lambda-go library along with the AWS Go SDK v2 for an application that will process records from an Amazon Kinesis data stream and store them in a DynamoDB table.

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Lambda AWS Serverless Data 81

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 125

Dzone - DevOps

APRIL 18, 2023

Amazon Web Services (AWS) Lambda is an incredibly useful cloud computing platform, allowing businesses to run their code without managing infrastructure. However, the invocation type of Lambda functions can be confusing for newcomers. Here's a deep dive into the mysteries of AWS Lambda invocation.

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Lambda AWS Infrastructure Resources 64

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. It lets you orchestrate multiple steps in the pipeline.

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AWS Artificial Inteligence Generative AI Lambda 132

Dzone - DevOps

MAY 10, 2023

Having not done much infrastructure before, writing Terraform seemed a pretty daunting task. Setting Up This is a simple example of using Terraforms cloud development kit (CDKTF) to create a Lambda function in AWS in Typescript. Creating the same in code using an imperative style seems a better path for a developer.

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Lambda AWS Infrastructure Cloud 67

CircleCI

AUGUST 12, 2022

This tutorial covers: Defining your AWS CDK application and the AWS Lambda handler. This approach can work well with just a handful of resources, but as the complexity of your application increases, it can become difficult to manage the infrastructure manually. Install AWS CLI. Configure AWS credentials.

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Lambda AWS Construction Software Review 52

AWS Machine Learning - AI

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. The following figure illustrates the high-level design of the solution.

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Generative AI Lambda Applications AWS 120

Dzone - DevOps

MAY 1, 2023

In this blog post, you will be using the aws-lambda-go library along with the AWS Go SDK v2 for an application that will process records from an Amazon SNS topic and store them in a DynamoDB table.

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Lambda AWS Data Infrastructure 69

AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. You can use AWS services such as Application Load Balancer to implement this approach. It’s serverless so you don’t have to manage the infrastructure. API Gateway also provides a WebSocket API.

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Generative AI AWS Artificial Inteligence Enterprise 108

DevOps.com

MARCH 28, 2019

With serverless, you delegate the responsibility of running your infrastructure to a platform provider as much as possible. The post Comparing Nuclio and AWS Lambda appeared first on DevOps.com.

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Lambda AWS Serverless Infrastructure 111

AWS Machine Learning - AI

NOVEMBER 18, 2024

Solution overview This solution is running in AWS Region us-east-1. It exposes an API endpoint through Amazon API Gateway that proxies the initial prompt request to a Python-based AWS Lambda function, which calls Amazon Bedrock twice. The Lambda function sends the image bytes and the original prompt to Anthropic’s Claude 3.5

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Lambda AWS Generative AI Artificial Inteligence 102

Dzone - DevOps

SEPTEMBER 28, 2023

AWS (Amazon Web Services) has been a major player in this transformation with their extensive suite of cloud services. Two such services that have gained significant popularity are AWS Lambda and Fargate. With the advent of serverless architectures and container services, the technology landscape has transformed dramatically.

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Lambda AWS Serverless Cloud 52

Stackery

FEBRUARY 19, 2020

Too often serverless is equated with just AWS Lambda. Yes, it’s true: Amazon Web Services (AWS) helped to pioneer what is commonly referred to as serverless today with AWS Lambda, which was first announced back in 2015. Lambda is just one component of a modern serverless stack.

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Lambda Serverless AWS Architecture 91

Dzone - DevOps

OCTOBER 4, 2023

Building Efficient Lambda Functions with Node.js: Unleashing the Power of Serverless Magic In the ever-evolving landscape of cloud computing, serverless architecture has emerged as a transformative paradigm, enabling developers to focus on code without the burden of managing infrastructure.

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Lambda Serverless AWS Architecture 69

AWS Machine Learning - AI

OCTOBER 29, 2024

Refer to Supported Regions and models for batch inference for current supporting AWS Regions and models. To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. It stores information such as job ID, status, creation time, and other metadata.

Scalability 114

Scalability Lambda Generative AI AWS 114

Dzone - DevOps

MARCH 17, 2023

Fargate vs. Lambda has recently been a trending topic in the serverless space. Fargate and Lambda are two popular serverless computing options available within the AWS ecosystem. This blog aims to take a deeper look into the Fargate vs. This blog aims to take a deeper look into the Fargate vs. Lambda battle.

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Lambda Serverless AWS Microservices 84

Xebia

MAY 6, 2022

We recently ran into the problem where one of our Lambdas needed to reach out to a Pinpoint application running in a secondary account. Following the principle of least privilege we only allow the external lambda to Get and Update Enpoints. This way we are sure the lambda cannot affect any other resource in the secondary account.

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AWS Resources Lambda Policies 130

Xebia

AUGUST 29, 2023

How does High-Performance Computing on AWS differ from regular computing? No ageing infrastructure. HPC services on AWS Compute Technically you could design and build your own HPC cluster on AWS, it will work but you will spend time on plumbing and undifferentiated heavy lifting. Why HPC and cloud are a good fit?

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AWS Performance Storage Linux 147

Dzone - DevOps

JANUARY 18, 2023

The AWS console allows the user to create and update cloud infrastructure resources in a user-friendly manner. In such a case, the preferred solution is IaC (Infrastructure as Code). IaC essentially consists of using a declarative notation in order to specify infrastructure resources.

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Lambda AWS Serverless Infrastructure 52

Dzone - DevOps

APRIL 24, 2023

Today, most organizations prefer to host applications and services on the cloud due to ease of deployment, high security, scalability, and cheap maintenance costs over on-premise infrastructure. In 2006, Amazon launched its cloud services platform, Amazon Web Services (AWS) , one of the leading cloud providers to date.

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AWS Lambda Software Review Artificial Inteligence 84

AWS Machine Learning - AI

NOVEMBER 7, 2024

The Lambda function runs the database query against the appropriate OpenSearch Service indexes, searching for exact matches or using fuzzy matching for partial information. The Lambda function processes the OpenSearch Service results and formats them for the Amazon Bedrock agent. Python 3.9 or later Node.js

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Lambda Enterprise Automotive Knowledge Base 123

Dzone - DevOps

AUGUST 23, 2023

Explore the step-by-step process of deploying a Lambda-backed API using AWS CDK in this detailed guide. Ideal for both beginners and experienced developers, this guide offers practical examples and clear explanations to help you manage complex cloud infrastructure effectively. Configure your AWS credentials using the AWS CLI.

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Lambda AWS Infrastructure Testing 52

Xebia

MAY 8, 2024

When you deploy lambda functions using CDK and a test-driven approach, you might have noticed that the test feedback takes longer each time you add a new function. CDK Synth Before you can deploy your infrastructure you need to synthesize your code. CDK Synth Before you can deploy your infrastructure you need to synthesize your code.

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Testing Lambda Backup How To 130

Linux Academy

MARCH 29, 2019

As I detailed in a previous blog post, I’m continuing to update the Linux Academy AWS DevOps Pro certification course. The course has three new sections (and Lambda Versioning and Aliases plays an important part in the Lambda section): Deployment Pipelines. AWS Lambda, and. AWS API Gateway.

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Lambda AWS Serverless DevOps 60

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.) The first thing we need to do is make sure we have the AWS CDK installed on our machine.

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Serverless AWS Lambda Infrastructure 64

AWS Machine Learning - AI

OCTOBER 21, 2024

However, by using various AWS services, you can quickly deploy a serverless solution to edit images. Amazon Bedrock is serverless, 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.

Serverless 90

Serverless Applications Lambda AWS 90

Perficient

AUGUST 20, 2024

AWS Bedrock is Amazon Web Services’ comprehensive solution that leverages these models to provide robust AI and machine learning (ML) capabilities. This blog delves into the essentials of AI foundational models in AWS Bedrock, highlighting their significance and applications. What are AI Foundational Models?

AWS 52

AWS Artificial Inteligence Lambda Training 52

AWS Machine Learning - AI

NOVEMBER 22, 2024

This post discusses how to use AWS Step Functions to efficiently coordinate multi-step generative AI workflows, such as parallelizing API calls to Amazon Bedrock to quickly gather answers to lists of submitted questions.

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Generative AI AWS Technical Review Backup 66

AWS Machine Learning - AI

NOVEMBER 20, 2024

This managed service simplifies deployment and scaling, allowing developers to focus on building RAG applications without worrying about infrastructure management. Amazon S3 invokes an AWS Lambda function to synchronize the data source with the knowledge base. A Lambda function retrieves the email content from Amazon S3.

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Knowledge Base Artificial Inteligence Lambda AWS 107

CircleCI

AUGUST 17, 2022

This tutorial covers: Creating a new AWS CDK application. Adding a Lambda authorizer and defining CDK constructs. You can also learn how to automate AWS Lambda function deployments to AWS CDK. The AWS CDK framework provides libraries in most of the popular programming languages for all the major AWS services.

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Lambda AWS Construction Software Review 52