AWS, Lambda and Scalability

Automate Amazon Bedrock batch inference: Building a scalable and efficient pipeline

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

Scalability Lambda Generative AI AWS

Accelerate AWS Well-Architected reviews with Generative AI

AWS Machine Learning - AI

MARCH 4, 2025

To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. This allows teams to focus more on implementing improvements and optimizing AWS infrastructure. This scalability allows for more frequent and comprehensive reviews.

Generative AI

Generative AI Technical Review Software Review Systems Review

Build a multi-tenant generative AI environment for your enterprise on AWS

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. API Gateway also provides a WebSocket API. These components are illustrated in the following diagram.

Generative AI

Generative AI AWS Artificial Inteligence Enterprise

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Create a generative AI–powered custom Google Chat application using Amazon Bedrock

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.

Generative AI

Generative AI Lambda Applications AWS

From Code to Cloud: AWS Lambda CI/CD with GitHub Actions

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. After this, open AWS Lambda and create a function using Python with the default settings. file in Visual Studio.

Lambda

Lambda AWS Cloud DevOps

Track, allocate, and manage your generative AI cost and usage with Amazon Bedrock

AWS Machine Learning - AI

NOVEMBER 1, 2024

Without a scalable approach to controlling costs, organizations risk unbudgeted usage and cost overruns. 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.

Generative AI

Generative AI AWS Artificial Inteligence Budget

Enhance customer support with Amazon Bedrock Agents by integrating enterprise data APIs

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

Lambda

Lambda Enterprise Automotive Knowledge Base

Orchestrate generative AI workflows with Amazon Bedrock and AWS Step Functions

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.

Generative AI

Generative AI AWS Technical Review Backup

Build a video insights and summarization engine using generative AI with Amazon Bedrock

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

Generative AI Video Engineering Artificial Inteligence

Creating asynchronous AI agents with Amazon Bedrock

AWS Machine Learning - AI

MARCH 13, 2025

Conversely, asynchronous event-driven systems offer greater flexibility and scalability through their distributed nature. While this approach may introduce more complexity in tracking and debugging workflows, it excels in scenarios requiring high scalability, fault tolerance, and adaptive behavior.

Artificial Inteligence

Artificial Inteligence Lambda Generative AI Travel

Create generative AI agents that interact with your companies’ systems in a few clicks using Amazon Bedrock in Amazon SageMaker Unified Studio

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

Generative AI Systems Review System Lambda

How BQA streamlines education quality reporting using Amazon Bedrock

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

Education Report Technical Review Generative AI

Empower your generative AI application with a comprehensive custom observability solution

AWS Machine Learning - AI

OCTOBER 29, 2024

This solution uses decorators in your application code to capture and log metadata such as input prompts, output results, run time, and custom metadata, offering enhanced security, ease of use, flexibility, and integration with native AWS services.

Generative AI

Generative AI Applications AWS Knowledge Base

Building a virtual meteorologist using Amazon Bedrock Agents

AWS Machine Learning - AI

FEBRUARY 11, 2025

Although weather information is accessible through multiple channels, businesses that heavily rely on meteorological data require robust and scalable solutions to effectively manage and use these critical insights and reduce manual processes. Complete the following steps: Download the front-end code AWS-Amplify-Frontend.zip from GitHub.

Virtualization

Virtualization Lambda AWS Authentication

A Beginner’s Guide To Building Microservices With AWS Lambda

Dzone - DevOps

AUGUST 15, 2023

When used to construct microservices, AWS Lambda provides a route to craft scalable and flexible cloud-based applications. AWS Lambda supports code execution without server provisioning or management, rendering it an appropriate choice for microservices architecture.

Lambda

Lambda Microservices AWS Construction

Enhance speech synthesis and video generation models with RLHF using audio and video segmentation in Amazon SageMaker

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

Video Lambda AWS Generative AI

Streamlining Workflows with Feature Branches and Logical Stacks

Xebia

JANUARY 26, 2025

This blog explores how to optimize feature branch workflows, maintain encapsulated logical stacks, and apply best practices like resource naming to improve clarity, scalability, and cost-effectiveness. The CheckoutProcess name describes what it is, a role used by, for example, a lambda function that processes the checkout.

Weak Development Team

Weak Development Team Serverless Lambda Resources

Mastering AWS Infrastructure as Code with Pulumi and Python

Perficient

MARCH 27, 2025

What Youll Learn How Pulumi works with AWS Setting up Pulumi with Python Deploying various AWS services with real-world examples Best practices and advanced tips Why Pulumi for AWS? Multi-Cloud and Multi-Language Support Deploy across AWS, Azure, and Google Cloud with Python, TypeScript, Go, or.NET.

AWS

AWS Infrastructure Lambda Load Balancer

CBRE and AWS perform natural language queries of structured data using Amazon Bedrock

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

AWS Lambda Performance Artificial Inteligence

Modernizing on AWS: Strategies, Benefits, and Partnerships with Xebia

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

AWS Strategy Serverless Microservices

Revolutionize trip planning with Amazon Bedrock and Amazon Location Service

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. 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.

Artificial Inteligence

Artificial Inteligence Generative AI Travel AWS

Service Oriented Architecture with AWS Lambda: A Step-by-Step Tutorial

Toptal

FEBRUARY 25, 2016

AWS Lambda offers a relatively thin service with a rich set of ancillary configuration options, making it possible to implement easily scalable and maintainable applications leveraging these services.

Lambda

Lambda AWS Architecture Scalability

AWS Lambda Pricing: Low, But Unpredictable

ParkMyCloud

MAY 20, 2019

Today’s entry into our exploration of public cloud prices focuses on AWS Lambda pricing. In this article, we’ll take a look at the Lambda pricing model, and some things you need to keep in mind when estimating costs for serverless infrastructure. How AWS Lambda Pricing Works. Why AWS Lambda Pricing is So Confusing.

Lambda

Lambda AWS Serverless Microservices

Build your multilingual personal calendar assistant with Amazon Bedrock and AWS Step Functions

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.

AWS

AWS Artificial Inteligence Generative AI Lambda

How GoDaddy built a category generation system at scale with batch inference for Amazon Bedrock

AWS Machine Learning - AI

MARCH 13, 2025

The Lambda function spins up an Amazon Bedrock batch processing endpoint and passes the S3 file location. The second Lambda function performs the following tasks: It monitors the batch processing job on Amazon Bedrock. The security measures are inherently integrated into the AWS services employed in this architecture.

Artificial Inteligence

Artificial Inteligence Systems Review System Generative AI

Techniques and approaches for monitoring large language models on AWS

AWS Machine Learning - AI

FEBRUARY 26, 2024

Our proposed architecture provides a scalable and customizable solution for online LLM monitoring, enabling teams to tailor your monitoring solution to your specific use cases and requirements. The file saved on Amazon S3 creates an event that triggers a Lambda function. The function invokes the modules.

Artificial Inteligence

Artificial Inteligence AWS Lambda Metrics

Accelerate IaC troubleshooting with Amazon Bedrock Agents

AWS Machine Learning - AI

FEBRUARY 25, 2025

This post demonstrates how you can use Amazon Bedrock Agents to create an intelligent solution to streamline the resolution of Terraform and AWS CloudFormation code issues through context-aware troubleshooting. This setup makes sure that AWS infrastructure deployments using IaC align with organizational security and compliance measures.

Lambda

Lambda Generative AI AWS Software Review

Automate invoice processing with Streamlit and Amazon Bedrock

AWS Machine Learning - AI

NOVEMBER 14, 2024

Prerequisites To perform this solution, complete the following: Create and activate an AWS account. Make sure your AWS credentials are configured correctly. This tutorial assumes you have the necessary AWS Identity and Access Management (IAM) permissions. For this walkthrough, we will use the AWS CLI to trigger the processing.

Software Review

Software Review Technical Review AWS Artificial Inteligence

Accenture creates a regulatory document authoring solution using AWS generative AI services

AWS Machine Learning - AI

FEBRUARY 6, 2024

By extracting key data from testing reports, the system uses Amazon SageMaker JumpStart and other AWS AI services to generate CTDs in the proper format. This solution relies on the AWS Well-Architected principles and guidelines to enable the control, security, and auditability requirements. AI delivers a major leap forward.

Generative AI

Generative AI AWS Lambda Technical Review

Automate the process to change image backgrounds using Amazon Bedrock and AWS Step Functions

AWS Machine Learning - AI

MARCH 7, 2024

However, Amazon Bedrock and AWS Step Functions make it straightforward to automate this process at scale. Step Functions allows you to create an automated workflow that seamlessly connects with Amazon Bedrock and other AWS services. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow.

AWS

AWS Lambda Generative AI Report

Transform one-on-one customer interactions: Build speech-capable order processing agents with AWS and generative AI

AWS Machine Learning - AI

MARCH 15, 2024

In addition to Amazon Bedrock, you can use other AWS services like Amazon SageMaker JumpStart and Amazon Lex to create fully automated and easily adaptable generative AI order processing agents. In this post, we show you how to build a speech-capable order processing agent using Amazon Lex, Amazon Bedrock, and AWS Lambda.

Generative AI

Generative AI Lambda AWS Artificial Inteligence

AWS ECS vs. AWS Lambda: Top 5 Main Differences

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.

AWS

AWS Lambda Software Review Artificial Inteligence

Can VPC Lattice replace AWS Transit Gateway?

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

AWS Load Balancer Microservices Lambda

Dynamic Routing with AWS Lambda@Edge

LaunchDarkly

JUNE 5, 2019

Early in 2016, TrueCar decided to move internet operations off premises from its data centers to the AWS cloud. Some operational and logistical challenges were presented when TrueCar decided to move its internet infrastructure into the AWS cloud. Lambda@Edge NodeJS goodness.

Lambda

Lambda AWS Software Engineering Engineering

AWS vs. Azure vs. Google Cloud: Comparing Cloud Platforms

Kaseya

MAY 13, 2021

The public cloud infrastructure is heavily based on virtualization technologies to provide efficient, scalable computing power and storage. Cloud adoption also provides businesses with flexibility and scalability by not restricting them to the physical limitations of on-premises servers. Amazon Web Services (AWS) Overview.

Google Cloud

Google Cloud Azure AWS Cloud

Can’t-miss sessions for AWS Summit Chicago

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.

AWS

AWS Serverless Lambda Microservices

Using Agents for Amazon Bedrock to interactively generate infrastructure as code

AWS Machine Learning - AI

JULY 11, 2024

This solution shows how Amazon Bedrock agents can be configured to accept cloud architecture diagrams, automatically analyze them, and generate Terraform or AWS CloudFormation templates. Diagram analysis and query generation : The Amazon Bedrock agent forwards the architecture diagram location to an action group that invokes an AWS Lambda.

Software Review

Software Review Infrastructure Lambda Generative AI

Spend Smarter, Not More: A Guide to AWS Storage Cost Optimization

Xebia

JANUARY 8, 2024

The cloud, particularly Amazon Web Services (AWS), has made storing vast amounts of data more uncomplicated than ever before. S3 Storage Undoubtedly, anyone who uses AWS will inevitably encounter S3, one of the platform’s most popular storage services. The following table gives you an overview of AWS storage costs.

Storage

Storage AWS Backup Policies

Intelligent healthcare forms analysis with Amazon Bedrock

AWS Machine Learning - AI

AUGUST 13, 2024

Amazon Bedrock offers a serverless experience, so you can get started quickly, privately customize FMs with your own data, and quickly integrate and deploy them into your applications using the AWS tools without having to manage the infrastructure. Lastly, the Lambda function stores the question list in Amazon S3.

Healthcare

Healthcare Artificial Inteligence Analysis Lambda

AWS empowers sales teams using generative AI solution built on Amazon Bedrock

AWS Machine Learning - AI

AUGUST 26, 2024

At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. It will be able to answer questions, generate content, and facilitate bidirectional interactions, all while continuously using internal AWS and external data to deliver timely, personalized insights.

Generative AI

Generative AI AWS Artificial Inteligence Technical Review

Choice Hotels’ all-in cloud journey to sustainable business value

CIO

JANUARY 16, 2023

Kirkland, a founding member of SustainabilityIT.org, an organization to drive global sustainability through technology leadership, says Choice was the first hospitality company to make a strategic commitment to developing a cloud-native and sustainable platform on AWS. It also helped reduce energy consumption and costs.

Hotels

Hotels Sustainability Cloud Data Center

We are still early with the cloud

Erik Bernhardsson

OCTOBER 18, 2022

I encountered AWS in 2006 or 2007 and remember thinking that it's crazy — why would anyone want to put their stuff in someone else's data center? But only a couple of years later, I was running a bunch of stuff on top of AWS. Back then, AWS had something like two services: EC2 and S3. Infinite scalability. The genesis.

Cloud

Cloud Lambda Software Engineering AWS

Enhance conversational AI with advanced routing techniques with Amazon Bedrock

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. They provide a strategic advantage for developers and organizations by simplifying infrastructure management, enhancing scalability, improving security, and reducing undifferentiated heavy lifting.

Artificial Inteligence

Artificial Inteligence Lambda Knowledge Base IoT

AWS Lambda: The Honcho of the Serverless World

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.

Lambda

Lambda Serverless AWS Architecture

Automate Amazon Bedrock batch inference: Building a scalable and efficient pipeline

Accelerate AWS Well-Architected reviews with Generative AI

Webinars

Trending Sources

Build a multi-tenant generative AI environment for your enterprise on AWS

Webinars

Create a generative AI–powered custom Google Chat application using Amazon Bedrock

From Code to Cloud: AWS Lambda CI/CD with GitHub Actions

Track, allocate, and manage your generative AI cost and usage with Amazon Bedrock

Enhance customer support with Amazon Bedrock Agents by integrating enterprise data APIs

Orchestrate generative AI workflows with Amazon Bedrock and AWS Step Functions

Build a video insights and summarization engine using generative AI with Amazon Bedrock

Creating asynchronous AI agents with Amazon Bedrock

Create generative AI agents that interact with your companies’ systems in a few clicks using Amazon Bedrock in Amazon SageMaker Unified Studio

How BQA streamlines education quality reporting using Amazon Bedrock

Empower your generative AI application with a comprehensive custom observability solution

Building a virtual meteorologist using Amazon Bedrock Agents

A Beginner’s Guide To Building Microservices With AWS Lambda

Enhance speech synthesis and video generation models with RLHF using audio and video segmentation in Amazon SageMaker

Streamlining Workflows with Feature Branches and Logical Stacks

Mastering AWS Infrastructure as Code with Pulumi and Python

CBRE and AWS perform natural language queries of structured data using Amazon Bedrock

Modernizing on AWS: Strategies, Benefits, and Partnerships with Xebia

Revolutionize trip planning with Amazon Bedrock and Amazon Location Service

Service Oriented Architecture with AWS Lambda: A Step-by-Step Tutorial

AWS Lambda Pricing: Low, But Unpredictable

Build your multilingual personal calendar assistant with Amazon Bedrock and AWS Step Functions

How GoDaddy built a category generation system at scale with batch inference for Amazon Bedrock

Techniques and approaches for monitoring large language models on AWS

Accelerate IaC troubleshooting with Amazon Bedrock Agents

Automate invoice processing with Streamlit and Amazon Bedrock

Accenture creates a regulatory document authoring solution using AWS generative AI services

Automate the process to change image backgrounds using Amazon Bedrock and AWS Step Functions

Transform one-on-one customer interactions: Build speech-capable order processing agents with AWS and generative AI

AWS ECS vs. AWS Lambda: Top 5 Main Differences

Can VPC Lattice replace AWS Transit Gateway?

Dynamic Routing with AWS Lambda@Edge

AWS vs. Azure vs. Google Cloud: Comparing Cloud Platforms

Can’t-miss sessions for AWS Summit Chicago

Using Agents for Amazon Bedrock to interactively generate infrastructure as code

Spend Smarter, Not More: A Guide to AWS Storage Cost Optimization

Intelligent healthcare forms analysis with Amazon Bedrock

AWS empowers sales teams using generative AI solution built on Amazon Bedrock

Choice Hotels’ all-in cloud journey to sustainable business value

We are still early with the cloud

Enhance conversational AI with advanced routing techniques with Amazon Bedrock

AWS Lambda: The Honcho of the Serverless World

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