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. Responsible AI components promote the safe and responsible development of AI across tenants. You can use AWS services such as Application Load Balancer to implement this approach.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

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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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.

Scalability 129

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Dzone - DevOps

JANUARY 28, 2025

I'm originally a.NET developer, and the breadth and depth of this framework are impressive. Nevertheless, although I wrote a few articles about.NET-based Lambda function, this time, I decided to leave the hammer aside and look for another tool to serve the purpose. So, this challenge is accepted!

Lambda 83

Lambda AWS Programming Tools 83

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 129

Perficient

DECEMBER 30, 2024

Introduction: Integrating GitHub Actions for Continuous Integration and Continuous Deployment (CI/CD) in AWS Lambda deployments is a modern approach to automating the software development lifecycle. This integration is essential to modern DevOps practices, promoting agility and efficiency in software development.

Lambda 52

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Xebia

FEBRUARY 19, 2024

In this blog post, we examine the relative costs of different language runtimes on AWS Lambda. Many languages can be used with AWS Lambda today, so we focus on four interesting ones. Meet the contestants Rust : According to StackOverflow, Rust has been developers’ most loved programming language since 2016.

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AWS Machine Learning - AI

FEBRUARY 11, 2025

Enhancing AWS Support Engineering efficiency The AWS Support Engineering team faced the daunting task of manually sifting through numerous tools, internal sources, and AWS public documentation to find solutions for customer inquiries. Then we introduce the solution deployment using three AWS CloudFormation templates.

Knowledge Base 102

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Xebia

AUGUST 3, 2023

I was sparked on a XKE to do a short experiment with using Golang for my AWS Lambda Functions. But the advantage of Python is that you can actually see the source code in the AWS Console and tweak it. This makes it a great candidate for easy development and fast testing. We where talking about sustainability.

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AWS Machine Learning - AI

NOVEMBER 1, 2024

Organizations can now label all Amazon Bedrock models with AWS cost allocation tags , aligning usage to specific organizational taxonomies such as cost centers, business units, and applications. By assigning AWS cost allocation tags, the organization can effectively monitor and track their Bedrock spend patterns.

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Generative AI AWS Artificial Inteligence Budget 142

Xebia

JANUARY 15, 2024

When you speak with software developers, they will probably tell you that they use design patterns. In this blog post I will go over some reasons why you should be using design patterns in your Lambda functions Getting started To get started with AWS Lambda is quite easy, and this is also the reason why some crucial steps are skipped.

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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. sync) pattern, which automatically waits for the completion of asynchronous jobs.

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AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times.

Generative AI 111

Generative AI Video Engineering Artificial Inteligence 111

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 text summarization Lambda function is invoked by this new queue containing the extracted text.

Education 112

Education Report Technical Review Generative AI 112

AWS Machine Learning - AI

MARCH 20, 2025

Users can access these AI capabilities through their organizations single sign-on (SSO), collaborate with team members, and refine AI applications without needing AWS Management Console access. The workflow is as follows: The user logs into SageMaker Unified Studio using their organizations SSO from AWS IAM Identity Center.

Generative AI 116

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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. Deploy the AWS CDK project to provision the required resources in your AWS account.

Knowledge Base 109

Knowledge Base Generative AI Technical Review Lambda 109

AWS Machine Learning - AI

OCTOBER 29, 2024

Recently, we’ve been witnessing the rapid development and evolution of generative AI applications, with observability and evaluation emerging as critical aspects for developers, data scientists, and stakeholders. This feature allows you to separate data into logical partitions, making it easier to analyze and process data later.

Generative AI 113

Generative AI Applications AWS Knowledge Base 113

Xebia

APRIL 16, 2025

Yesterday I attended the AWS Summit 2025 in Amsterdam where I joined a session about AWS Step Functions hosted by Adriaan de Jonge, a former Xebia colleague. VS Code Extension Template Writing Step Functions using Infrastructure as Code (IaC) can be annoying when you need to copy JSON from the AWS console UI.

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AWS Machine Learning - AI

FEBRUARY 11, 2025

We use various AWS services to deploy a complete solution that you can use to interact with an API providing real-time weather information. Amazon Bedrock Agents forwards the details from the user query to the action groups, which further invokes custom Lambda functions. In this solution, we use Amazon Bedrock Agents.

Virtualization 84

Virtualization Lambda AWS Authentication 84

AWS Machine Learning - AI

MAY 1, 2025

Developed by Anthropic as an open protocol, the MCP provides a standardized way to connect AI models to virtually any data source or tool. FastMCP is used for rapid prototyping, educational demos, and scenarios where development speed is a priority. Lets understand the difference between both.

Artificial Inteligence 117

Artificial Inteligence AWS Architecture Generative AI 117

AWS Machine Learning - AI

APRIL 1, 2025

However, in the past, connecting these agents to diverse enterprise systems has created development bottlenecks, with each integration requiring custom code and ongoing maintenancea standardization challenge that slows the delivery of contextual AI assistance across an organizations digital ecosystem.

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Generative AI AWS Artificial Inteligence Software Review 134

Xebia

SEPTEMBER 3, 2021

Over the past years I’ve tried working with lambda functions on and off a couple of times. Each time I got stuck, either clicking in AWS UIs or writing YAML files. Netlify changes all that by making lambdas easy to use. The post Easy lambdas with Netlify appeared first on Xebia. file in src/functions.

Lambda 130

Lambda AWS Examples Development 130

AWS Machine Learning - AI

NOVEMBER 21, 2024

We guide you through deploying the necessary infrastructure using AWS CloudFormation , creating an internal labeling workforce, and setting up your first labeling job. Solution overview This audio/video segmentation solution combines several AWS services to create a robust annotation workflow. We demonstrate how to use Wavesurfer.js

Video 102

Video Lambda AWS Generative AI 102

AWS Machine Learning - AI

MARCH 18, 2025

Personalized care plans By using the LLMs knowledge base and analytical capabilities, healthcare professionals can develop tailored care plans aligned with the patients specific needs and medical history. An AWS account. If you dont have one, you can register for a new AWS account.

Artificial Inteligence 113

Artificial Inteligence Technical Review Healthcare Systems Review 113

Dzone - DevOps

OCTOBER 16, 2023

As you might already know, AWS Lambda is a popular and widely used serverless computing platform that allows developers to build and run their applications without having to manage the underlying infrastructure. But have you ever wondered how AWS Lambda Pricing works and how much it would cost to run your serverless application?

Lambda 98

Lambda Serverless AWS Applications 98

AWS Machine Learning - AI

MARCH 13, 2025

Companies like Anthropic, Cohere, and Amazon have made significant strides in developing powerful language models capable of understanding and generating human-like content across multiple modalities, revolutionizing how businesses integrate and utilize artificial intelligence in their processes.

Artificial Inteligence 95

Artificial Inteligence Lambda Travel Generative AI 95

MagmaLabs

JULY 16, 2020

In the beginning, the documentation for AWS LAMBDAS can be intimidating at times, but don’t worry, in this post, I will help you with the first steps to create an AWS LAMBDA Function. What’s a Lambda Function??. AWS Lambda is different from a traditional approach based on physical or virtual servers.

Lambda 98

Lambda AWS How To Serverless 98

MagmaLabs

JANUARY 16, 2023

Reading Time: 2 minutes What is Cloud Development Kit (CDK). It is an open-source tool created by the AWS team. It uses the Construct Programming Model (CPM) to generate CloudFormation templates and materializes them as AWS resources when deployed. Install & Configure AWS CLI. Install Cloud Development Kit (CDK).

Lambda 98

Lambda AWS Construction .Net 98

AWS Machine Learning - AI

OCTOBER 11, 2024

Although traditional programmatic approaches offer automation capabilities, they often come with significant development and maintenance overhead, in addition to increasingly complex mapping rules and inflexible triage logic. It uses Amazon Bedrock , AWS Health , AWS Step Functions , and other AWS services.

Cloud 97

Cloud AWS Serverless Policies 97

Xebia

JANUARY 8, 2020

When using AWS Lambda functions you typically want to return a response to the client ASAP. Since standard AWS Lambda functions do not allow you to […]. The post How to reduce AWS Lambda latency using custom runtimes appeared first on Xebia Blog. write some metrics).

Lambda 20

Lambda AWS How To Metrics 20

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.

Lambda 98

Lambda AWS Serverless Infrastructure 98

AWS Machine Learning - AI

NOVEMBER 14, 2024

This is where AWS and generative AI can revolutionize the way we plan and prepare for our next adventure. With the significant developments in the field of generative AI , intelligent applications powered by foundation models (FMs) can help users map out an itinerary through an intuitive natural conversation interface.

Artificial Inteligence 111

Artificial Inteligence Generative AI Travel AWS 111

TechCrunch

AUGUST 25, 2022

Web3 developer infrastructure startup Alchemy, which last raised a $200 million Series C1 last February, has just made its first acquisition ever — and it’s in the education space. Alchemy, which aims to be the ‘de facto platform’ for developers to build on web3, is now valued at $10.2B.

Development 243

Development Blockchain Education Lambda 243

TechCrunch

NOVEMBER 2, 2021

The company started with a focus on distributed tracing for serverless platforms like AWS’ API Gateway, DynamoDB, S3 and Lambda. It offers both a paid SaaS service (which includes a free tier ), as well as a free command line tool for analyzing and tuning services based on AWS Lambda and Kinesis.

Applications 239

Applications Cloud Lambda Serverless 239

Dzone - DevOps

MAY 27, 2023

AWS Lambda is a popular serverless platform that allows developers to run code without provisioning or managing servers. In this article, we will discuss how to implement a serverless DevOps pipeline using AWS Lambda and CodePipeline. What Is AWS Lambda?

Lambda 97

Lambda Serverless AWS DevOps 97

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. AWS Prototyping developed an AWS Cloud Development Kit (AWS CDK) stack for deployment following AWS best practices.

AWS 129

AWS Lambda Performance Artificial Inteligence 129

Xebia

AUGUST 15, 2023

But I am also a big fan of test driven development. With Python you have a stubber that helps you mock the AWS API. Client } func New() (*Lambda, error) { cfg, err := config.LoadDefaultConfig(context.TODO()) m := new(Lambda) m.SetS3Client(s3.NewFromConfig(cfg)) So how do you do this in Golang? PutObjectInput) (*s3.PutObjectOutput,

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