AWS, Lambda and Storage

ECS Fargate Persistent Storage: EFS Access Points vs. Lambda Workarounds

Xebia

FEBRUARY 4, 2025

When running a Docker container on ECS Fargate, persistent storage is often a necessity. I initially attempted to solve this by manually creating the required directory on EFS using a Lambda-backed custom resource. A Lambda function could do this, so I started implementing a custom resource. How about a custom resource?

Lambda

Lambda Storage Resources Cloud

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

Xebia

JANUARY 8, 2024

Introduction With an ever-expanding digital universe, data storage has become a crucial aspect of every organization’s IT strategy. The cloud, particularly Amazon Web Services (AWS), has made storing vast amounts of data more uncomplicated than ever before. The following table gives you an overview of AWS storage costs.

Storage

Storage AWS Backup Policies

Techniques and approaches for monitoring large language models on AWS

AWS Machine Learning - AI

FEBRUARY 26, 2024

By using AWS services, our architecture provides real-time visibility into LLM behavior and enables teams to quickly identify and address any issues or anomalies. In this post, we demonstrate a few metrics for online LLM monitoring and their respective architecture for scale using AWS services such as Amazon CloudWatch and AWS Lambda.

Artificial Inteligence

Artificial Inteligence AWS Lambda Metrics

Generate customized, compliant application IaC scripts for AWS Landing Zone using Amazon Bedrock

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. AWS Landing Zone addresses this need by offering a standardized approach to deploying AWS resources.

AWS

AWS Applications Lambda Knowledge Base

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

From “Secondary Storage” To Just “Storage”: A Tale of Lambdas, LZ4, and Garbage Collection

Honeycomb

DECEMBER 12, 2019

When we introduced Secondary Storage two years ago, it was a deliberate compromise between economy and performance. Compared to Honeycomb’s primary NVMe storage attached to dedicated servers, secondary storage let customers keep more data for less money. Enter AWS Lambda. Today things look very different.

Lambda

Lambda Storage Serverless Performance

Transcribe, translate, and summarize live streams in your browser with AWS AI and generative AI services

AWS Machine Learning - AI

NOVEMBER 13, 2024

Recognizing this need, we have developed a Chrome extension that harnesses the power of AWS AI and generative AI services, including Amazon Bedrock , an AWS managed service to build and scale generative AI applications with foundation models (FMs). The user signs in by entering a user name and a password.

Generative AI

Generative AI AWS Lambda Authentication

AWS ECS vs. AWS Lambda: Top 5 Main Differences

Dzone - DevOps

APRIL 24, 2023

In 2006, Amazon launched its cloud services platform, Amazon Web Services (AWS) , one of the leading cloud providers to date. Currently, AWS offers over 200 cloud services, including cloud hosting, storage, machine learning, and container management.

AWS

AWS Lambda Software Review 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

ECS Vs. EC2 Vs. S3 Vs. Lambda: The Ultimate Comparison

CloudZero

SEPTEMBER 1, 2021

There are over 200 fully-featured services within the Amazon Web Services (AWS) ecosystem. AWS Elastic Compute Cloud (EC2), Elastic Container Service (ECS), Amazon Lambda, and AWS Simple Storage Service (Amazon S3) are some of the most critical services you should become familiar with.

Lambda

Lambda Comparison AWS Storage

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. It stores information such as job ID, status, creation time, and other metadata.

Scalability

Scalability Lambda Generative AI AWS

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

Kaseya

MAY 13, 2021

As the name suggests, a cloud service provider is essentially a third-party company that offers a cloud-based platform for application, infrastructure or storage services. In a public cloud, all of the hardware, software, networking and storage infrastructure is owned and managed by the cloud service provider. What Is a Public Cloud?

Google Cloud

Google Cloud Azure AWS Cloud

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

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

Incorporate offline and online human – machine workflows into your generative AI applications on AWS

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

Generative AI Artificial Inteligence AWS Applications

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. Figure 1: Architecture – Standard Form – Data Extraction & Storage.

Healthcare

Healthcare Artificial Inteligence Analysis Lambda

Build a Serverless Application for Entity Detection on AWS

Dzone - DevOps

OCTOBER 2, 2023

In this blog post, you will learn how to build a Serverless solution for entity detection using Amazon Comprehend , AWS Lambda , and the Go programming language. Text files uploaded to Amazon Simple Storage Service (S3) will trigger a Lambda function which will further analyze it, extract entity metadata (name, type, etc.)

Serverless

Serverless AWS Lambda Applications

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

Build an Amazon Bedrock based digital lending solution on AWS

AWS Machine Learning - AI

JANUARY 9, 2025

The loan handler AWS Lambda function uses the information in the KYC documents to check the credit score and internal risk score. The notification Lambda function emails information about the loan application to the customer. The Lambda function can be integrated with external credit APIs. AWS CDK : 2.143.0

AWS

AWS Knowledge Base Generative AI Lambda

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

AWS Machine Learning - AI

NOVEMBER 7, 2024

The workflow includes the following steps: Documents (owner manuals) are uploaded to an Amazon Simple Storage Service (Amazon S3) bucket. The Lambda function runs the database query against the appropriate OpenSearch Service indexes, searching for exact matches or using fuzzy matching for partial information.

Lambda

Lambda Enterprise Automotive Knowledge Base

Build an internal SaaS service with cost and usage tracking for foundation models on Amazon Bedrock

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. You can deploy the solution in your own account using the AWS CDK.

Lambda

Lambda Generative AI AWS Microservices

Build a read-through semantic cache with Amazon OpenSearch Serverless and Amazon Bedrock

AWS Machine Learning - AI

NOVEMBER 26, 2024

In this post, we demonstrate how to use various AWS technologies to establish a serverless semantic cache system. The solution presented in this post can be deployed through an AWS CloudFormation template. The solution presented in this post can be deployed through an AWS CloudFormation template. Default is 1000.

Artificial Inteligence

Artificial Inteligence Serverless Lambda Generative AI

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

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. For direct device actions like start, stop, or reboot, we use the action-on-device action group, which invokes a Lambda function. This function initiates a process that sends commands to the IoT device.

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

Amazon Q Business simplifies integration of enterprise knowledge bases at scale

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

Knowledge Base Lambda Enterprise AWS

Making Sense of IoT Platforms: AWS vs Azure vs Google vs IBM vs Cisco

Altexsoft

MAY 20, 2020

These hardware components cache and preprocess real-time data, reducing the burden on central storages and main processors. The list of top five fully-fledged solutions in alphabetical order is as follows : Amazon Web Service (AWS) IoT platform , Cisco IoT , Google Cloud IoT , IBM Watson IoT platform , and. AWS IoT infrastructure.

IoT

IoT Azure AWS Transportation

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

9 Best Free Node.js Hosting 2023

The Crazy Programmer

SEPTEMBER 25, 2023

Get 1 GB of free storage. Try Render Vercel Earlier known as Zeit, the Vercel app acts as the top layer of AWS Lambda which will make running your applications easy. This is the serverless wrapper made on top of AWS. To start with AWS hosting is very simple. Features: Simple deployment with just one click.

Serverless

Serverless AWS Google Cloud Azure

Automatically scale self-hosted runners in AWS to meet demand

CircleCI

JULY 22, 2022

In this tutorial, you will learn how to set up a basic auto-scaling solution for CircleCI’s self-hosted runners using AWS Auto Scaling groups (ASG). Auto-scaling self-hosted runners with AWS Auto Scaling groups. To execute this CircleCI pipeline, you will set up a self-hosted runner as an AWS EC2 launch template based on Ubuntu.

AWS

AWS Lambda Meeting Software Review

Revolutionize logo design creation with Amazon Bedrock: Embracing generative art, dynamic logos, and AI collaboration

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Integrating it with the range of AWS serverless computing, networking, and content delivery services like AWS Lambda , Amazon API Gateway , and AWS Amplify facilitates the creation of an interactive tool to generate dynamic, responsive, and adaptive logos. This API will be used to invoke the Lambda function.

Lambda

Lambda AWS Generative AI Resources

Generate and evaluate images in Amazon Bedrock with Amazon Titan Image Generator G1 v2 and Anthropic Claude 3.5 Sonnet

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

Lambda

Lambda AWS Generative AI Artificial Inteligence

AWS re:Invent 2019: Day Four Recap

Linux Academy

DECEMBER 5, 2019

The final day of AWS re:Invent, 2019. In our final day at AWS re:Invent, and last overview piece, we’re covering the final keynote in-depth. Overview of Werner Vogels Keynote: The Power of AWS Nitro. Under the hood, AWS continues to innovate and improve the performance of the latest generation of EC2 instances.

AWS

AWS Artificial Inteligence Machine Learning Linux

Analyze customer reviews using Amazon Bedrock

AWS Machine Learning - AI

AUGUST 21, 2024

The following screenshot shows an example request prompt taken from the Amazon Bedrock playground on the AWS Management Console. The architecture carries out the following steps: Customer reviews can be imported into an Amazon Simple Storage Service (Amazon S3) bucket as JSON objects.

Technical Review

Technical Review Software Review Systems Review Generative AI

See the Unseen in AWS Mirrored Traffic With VM-Series

Palo Alto Networks

MARCH 10, 2021

Gain Complete Visibility and Eliminate Network Blind Spots in AWS Cloud. Amazon VPC Traffic Mirroring provides a non-intrusive way to enable network visibility into your AWS deployments without requiring significant design changes to virtual network architecture. Application Visibility and Threat Detection.

AWS

AWS Firewall Lambda Network

The Present and Future of Arm and AWS Graviton at Honeycomb

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[]'

AWS

AWS Lambda Architecture Testing

Build RAG-based generative AI applications in AWS using Amazon FSx for NetApp ONTAP with Amazon Bedrock

AWS Machine Learning - AI

SEPTEMBER 17, 2024

In this post, we demonstrate a solution using Amazon FSx for NetApp ONTAP with Amazon Bedrock to provide a RAG experience for your generative AI applications on AWS by bringing company-specific, unstructured user file data to Amazon Bedrock in a straightforward, fast, and secure way.

Generative AI

Generative AI AWS Applications Serverless

Build a contextual chatbot application using Knowledge Bases for Amazon Bedrock

AWS Machine Learning - AI

FEBRUARY 19, 2024

This architecture includes the following steps: A user interacts with the Streamlit chatbot interface and submits a query in natural language This triggers a Lambda function, which invokes the Knowledge Bases RetrieveAndGenerate API. You will use this Lambda layer code later to create the Lambda function.

Knowledge Base

Knowledge Base Artificial Inteligence Applications Lambda

HCLTech’s AWS powered AutoWise Companion: A seamless experience for informed automotive buyer decisions with data-driven design

AWS Machine Learning - AI

JANUARY 15, 2025

Powered by generative AI services on AWS and large language models (LLMs) multi-modal capabilities, HCLTechs AutoWise Companion provides a seamless and impactful experience. Technical architecture The overall solution is implemented using AWS services and LangChain. AWS Glue AWS Glue is used for data cataloging.

Automotive

Automotive Artificial Inteligence AWS Technical Review

Build a Serverless Application for Audio-To-Text conversion

Dzone - DevOps

JUNE 29, 2023

In this blog post, you will learn how to build a Serverless speech-to-text conversion solution using Amazon Transcribe , AWS Lambda , and the Go programming language.

Serverless

Serverless Lambda Applications AWS

Build a Serverless Application for Image Label Detection

Dzone - DevOps

JUNE 19, 2023

In this blog post, you will learn how to build a Serverless solution to process images using Amazon Rekognition , AWS Lambda and the Go programming language.

Serverless

Serverless Lambda Applications AWS

Amazon S3 Reference for the Cloud Practitioner

Linux Academy

JANUARY 22, 2020

If you’re studying for the AWS Cloud Practitioner exam, there are a few Amazon S3 (Simple Storage Service) facts that you should know and understand. This post will guide you through how to utilize S3 in AWS environments, for the correct use cases. Objects are what AWS calls the files stored in S3.

Cloud

Cloud Storage AWS Backup

How Mixbook used generative AI to offer personalized photo book experiences

AWS Machine Learning - AI

JULY 15, 2024

Years ago, Mixbook undertook a strategic initiative to transition their operational workloads to Amazon Web Services (AWS) , a move that has continually yielded significant advantages. The raw photos are stored in Amazon Simple Storage Service (Amazon S3). Data intake A user uploads photos into Mixbook.

Generative AI

Generative AI Artificial Inteligence AWS Technical Review

ECS Fargate Persistent Storage: EFS Access Points vs. Lambda Workarounds

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

Trending Sources

Techniques and approaches for monitoring large language models on AWS

Generate customized, compliant application IaC scripts for AWS Landing Zone using Amazon Bedrock

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

From “Secondary Storage” To Just “Storage”: A Tale of Lambdas, LZ4, and Garbage Collection

Transcribe, translate, and summarize live streams in your browser with AWS AI and generative AI services

AWS ECS vs. AWS Lambda: Top 5 Main Differences

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

ECS Vs. EC2 Vs. S3 Vs. Lambda: The Ultimate Comparison

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

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

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

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

Incorporate offline and online human – machine workflows into your generative AI applications on AWS

Intelligent healthcare forms analysis with Amazon Bedrock

Build a Serverless Application for Entity Detection on AWS

Using Agents for Amazon Bedrock to interactively generate infrastructure as code

Build an Amazon Bedrock based digital lending solution on AWS

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

Build an internal SaaS service with cost and usage tracking for foundation models on Amazon Bedrock

Build a read-through semantic cache with Amazon OpenSearch Serverless and Amazon Bedrock

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

Enhance conversational AI with advanced routing techniques with Amazon Bedrock

AWS Lambda: The Honcho of the Serverless World

Amazon Q Business simplifies integration of enterprise knowledge bases at scale

Making Sense of IoT Platforms: AWS vs Azure vs Google vs IBM vs Cisco

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

9 Best Free Node.js Hosting 2023

Automatically scale self-hosted runners in AWS to meet demand

Revolutionize logo design creation with Amazon Bedrock: Embracing generative art, dynamic logos, and AI collaboration

Generate and evaluate images in Amazon Bedrock with Amazon Titan Image Generator G1 v2 and Anthropic Claude 3.5 Sonnet

AWS re:Invent 2019: Day Four Recap

Analyze customer reviews using Amazon Bedrock

See the Unseen in AWS Mirrored Traffic With VM-Series

The Present and Future of Arm and AWS Graviton at Honeycomb

Build RAG-based generative AI applications in AWS using Amazon FSx for NetApp ONTAP with Amazon Bedrock

Build a contextual chatbot application using Knowledge Bases for Amazon Bedrock

HCLTech’s AWS powered AutoWise Companion: A seamless experience for informed automotive buyer decisions with data-driven design

Build a Serverless Application for Audio-To-Text conversion

Build a Serverless Application for Image Label Detection

Amazon S3 Reference for the Cloud Practitioner

How Mixbook used generative AI to offer personalized photo book experiences

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