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

MARCH 3, 2025

You can review the Mistral published benchmarks Prerequisites To try out Pixtral 12B in Amazon Bedrock Marketplace, you will need the following prerequisites: An AWS account that will contain all your AWS resources. An AWS Identity and Access Management (IAM) role to access Amazon Bedrock Marketplace and Amazon SageMaker endpoints.

Insurance 108

Insurance AWS eCommerce Software Review 108

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 142

AWS Lambda Generative AI Report 142

Xebia

SEPTEMBER 18, 2024

AWS announced this functionality on September the 14th, 2022. Customers using CDK want a simple way to map the resources synthesized in a CloudFormation template back to the source CDK Construct. When you write your constructs, each resource will be nested in the construct. You can use a construct inside of a construct.

Construction 130

Construction AWS Authentication Serverless 130

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 Identity and Access Management (IAM) enforces the necessary permissions for the frontend application.

AWS 129

AWS Lambda Performance Artificial Inteligence 129

AWS Machine Learning - AI

OCTOBER 15, 2024

In the following sections, we walk you through constructing a scalable, serverless, end-to-end Public Speaking Mentor AI Assistant with Amazon Bedrock, Amazon Transcribe , and AWS Step Functions using provided sample code. Sonnet on Amazon Bedrock in your desired AWS Region. See AWS CDK bootstrapping for more details.

Generative AI 123

Generative AI Virtualization Technical Advisors AWS 123

AWS Machine Learning - AI

MARCH 7, 2025

An AWS Batch job reads these documents, chunks them into smaller slices, then creates embeddings of the text chunks using the Amazon Titan Text Embeddings model through Amazon Bedrock and stores them in an Amazon OpenSearch Service vector database. Ryan Doty is a Solutions Architect Manager at AWS, based out of New York.

Generative AI 101

Generative AI Technical Review Insurance Policies 101

Stackery

JULY 1, 2020

Information security & serverless applications. Modern applications are constructed via collections of managed services. Resource-Level Access Controls are granted in AWS via IAM statements. When using a fully-featured cloud provider like AWS, most applications can be implemented using cloud provider offerings alone.

Serverless 72

Serverless AWS Authentication Lambda 72

AWS Machine Learning - AI

MAY 17, 2024

With prompt chaining, you construct a set of smaller subtasks as individual prompts. The event starts an AWS Step Functions workflow. Then construct an email response based on the sentiment you determine and enclose the email in JSON format. It invokes an AWS Lambda function with a token and waits for the token.

Generative AI 137

Generative AI Artificial Inteligence Systems Review Software Review 137

AWS Machine Learning - AI

JUNE 21, 2024

To accomplish this, eSentire built AI Investigator, a natural language query tool for their customers to access security platform data by using AWS generative artificial intelligence (AI) capabilities. The additional benefit of SageMaker notebook instances is its streamlined integration with eSentire’s AWS environment.

Artificial Inteligence 126

Artificial Inteligence Generative AI AWS Serverless 126

Stackery

JUNE 13, 2019

Back in Part I of Deploying a Serverless Data Processing Workflow with AWS Step Functions , Nuatu mentioned one key benefit of using step functions is their visibility into business critical workflows. To set myself as a subscriber to each SNS topic, I’ll configure an Anything Resource with AWS::SNS::Subscription definitions.

Serverless 53

Serverless AWS Lambda Data 53

O'Reilly Media - Ideas

JANUARY 14, 2020

Get a basic understanding of serverless, then go deeper with recommended resources. Serverless is a trend in computing that decouples the execution of code, such as in web applications, from the need to maintain servers to run that code. Serverless also offers an innovative billing model and easier scalability.

Serverless 54

Serverless Lambda AWS Architecture 54

O'Reilly Media - Ideas

MAY 19, 2020

So we constructed a survey and ran it earlier this year: from January 9th through January 31st, 2020. AWS is far and away the cloud leader, followed by Azure (at more than half of share) and Google Cloud. But most Azure and GCP users also use AWS; the reverse isn’t necessarily true. Amazon and AWS Ascendant.

Cloud 144

Cloud Microservices Serverless Survey 144

AWS Machine Learning - AI

SEPTEMBER 26, 2024

AWS is uniquely positioned to help you address these challenges through generative AI, with a broad and deep range of AI/ML services and over 20 years of experience in developing AI/ML technologies. After you create your AWS IAM Identity Center and Amazon Q subscription, choose Get started on the Amazon Q landing page.

Artificial Inteligence 117

Artificial Inteligence Generative AI Knowledge Base AWS 117

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Generative AI on AWS can transform user experiences for customers while maintaining brand consistency and your desired customization. Client profiles – We have three business clients in the construction, manufacturing, and mining industries, which are mid-to-enterprise companies. Our core values are: 1. Our offerings include: 1.

Generative AI 127

Generative AI Artificial Inteligence Fractional CTO Guidelines 127

Stackery

DECEMBER 6, 2019

But after two days of discussing serverless development and AWS tooling with the many awesome folks who have visited the Stackery booth (plus the primer I attended on day one) I was actually feeling pretty limber for the marathon that was “Serverless SaaS Deep Dive: Building Serverless on AWS”. Serverless for SaaS.

Serverless 52

Serverless Lambda Microservices AWS 52

AWS Machine Learning - AI

JUNE 20, 2024

Constructing SQL queries from natural language isn’t a simple task. Figure 2: High level database access using an LLM flow The challenge An LLM can construct SQL queries based on natural language. Figure 2: High level database access using an LLM flow The challenge An LLM can construct SQL queries based on natural language.

Artificial Inteligence 115

Artificial Inteligence UI/UX Generative AI Construction 115

AWS Machine Learning - AI

SEPTEMBER 6, 2024

In this post, we illustrate how Vidmob , a creative data company, worked with the AWS Generative AI Innovation Center (GenAIIC) team to uncover meaningful insights at scale within creative data using Amazon Bedrock. The chatbot built by AWS GenAIIC would take in this tag data and retrieve insights.

Generative AI 123

Generative AI Artificial Inteligence Data AWS 123

AWS Machine Learning - AI

JUNE 18, 2024

This represents a major opportunity for businesses to optimize this workflow, save time and money, and improve accuracy by modernizing antiquated manual document handling with intelligent document processing (IDP) on AWS. In the third step, you can use extracted text and data to construct meaningful enhancements for these documents.

Generative AI 121

Generative AI Artificial Inteligence AWS Technical Review 121

AWS Machine Learning - AI

AUGUST 2, 2024

We partnered with Keepler , a cloud-centered data services consulting company specialized in the design, construction, deployment, and operation of advanced public cloud analytics custom-made solutions for large organizations, in the creation of the first generative AI solution for one of our corporate teams.

Artificial Inteligence 126

Artificial Inteligence Generative AI Energy Knowledge Base 126

AWS Machine Learning - AI

MARCH 1, 2024

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. Knowledge Bases for Amazon Bedrock currently supports four vector stores: Amazon OpenSearch Serverless , Amazon Aurora PostgreSQL-Compatible Edition , Pinecone , and Redis Enterprise Cloud. billion, $6.1 billion, and $5.9 billion, $24.9

Knowledge Base 138

Knowledge Base Artificial Inteligence AWS Generative AI 138

AWS Machine Learning - AI

OCTOBER 24, 2024

These agents work with AWS managed infrastructure capabilities and Amazon Bedrock , reducing infrastructure management overhead. The agent can recommend software and architecture design best practices using the AWS Well-Architected Framework for the overall system design. What are the top five most expensive products?

Generative AI 97

Generative AI Artificial Inteligence Applications Knowledge Base 97

AWS Machine Learning - AI

MARCH 28, 2024

Solution overview In this post, we demonstrate the use of Mixtral-8x7B Instruct text generation combined with the BGE Large En embedding model to efficiently construct a RAG QnA system on an Amazon SageMaker notebook using the parent document retriever tool and contextual compression technique. license, for use without restrictions.

Artificial Inteligence 135

Artificial Inteligence Generative AI AWS Load Balancer 135

AWS Machine Learning - AI

SEPTEMBER 25, 2024

In this post, we walk you through a step-by-step process to create a social media content generator app using vision, language, and embedding models (Anthropic’s Claude 3, Amazon Titan Image Generator, and Amazon Titan Multimodal Embeddings) through Amazon Bedrock API and Amazon OpenSearch Serverless. Next is the content generation.

Media 92

Media Social Serverless Artificial Inteligence 92

O'Reilly Media - Ideas

MAY 3, 2022

A virtual art museum for NFTs is still under construction, but it exists, and you can visit it. Web Assembly is making inroads; here’s a list of startups using wasm for everything from client-side media editing to building serverless platforms, smart data pipelines, and other server-side infrastructure. QR codes are awful.

Artificial Inteligence 124

Artificial Inteligence Trends Energy Software Review 124

AWS Machine Learning - AI

JUNE 5, 2024

Skyflow experienced this growth and documentation challenge in early 2023 as it expanded globally from 8 to 22 AWS Regions, including China and other areas of the world such as Saudi Arabia, Uzbekistan, and Kazakhstan. The following figure illustrates how Skyflow deployed VerbaGPT on AWS. Build the RAG pipeline.

Technical Review 126

Technical Review Artificial Inteligence Generative AI Systems Review 126

Xebia

APRIL 23, 2024

Slack API reaching out to AWS Lambda. Creating your Handler using an AWS Lambda Function In this example I am going to use a Node.js AWS Lambda function to host the handler. To create the AWS Lambda function, navigate to AWS Lambda in the AWS Console. Display your Block Kit Layout 4.1 In a Node.js

Lambda 130

Lambda AWS Authentication Construction 130

CloudGeometry

FEBRUARY 7, 2022

The AWS Well-Architected Framework is one such approach that helps adopt architectural best practices (whether or not you run on AWS) and adapt continuously. Isolation vs. Authentication & Authorization Isolation is a fundamental choice in a SaaS architecture because security and reliability are not a single construct.

Architecture 130

Architecture Policies Resources Construction 130

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.

Lambda 52

Lambda AWS Data Serverless 52

Xebia

JULY 20, 2023

What exacerbates the sense of chaos is the fact that everything is in flux and only a few foundational constructs are considered stable. The no-brainer equivalent on the server is (ironically) serverless computing, specifically FaaS. What Does Serverless Wasm Look Like? What Makes It a No-Brainer? A Working Example 1.

Serverless 100

Serverless Software Review Technical Review Systems Review 100

Stackery

JUNE 11, 2019

Serverless has the potential to bring massive ops advantages to projects of all sizes, but while it presents great business benefits, we need to spare a thought for how teams develop on serverless. A frequent response I’ve received since is ‘Why not use the SAM CLI tools to do local serverless?’ What does SAM Local let me do?

Lambda 58

Lambda Serverless AWS Resources 58

Altexsoft

JANUARY 14, 2021

Traditional or on-premise data warehouses have three standard approaches to constructing their architecture layers: single-tier, two-tier, and three-tier architectures. Although cloud-based data warehouse vendors often use slightly different approaches to constructing their architectures. Traditional data warehouse architecture.

Backup 115

Backup Azure Software Review Architecture 115

CloudGeometry

MARCH 3, 2022

When thinking about billing events, the challenge is to construct a set of value events that provides your customers a choice of price points. Not all SaaS platforms have the freedom to start fresh with cloud-native constructs like containers, serverless, and microservices.

Metrics 130

Metrics Architecture Cloud Strategy 130

Mobilunity

MAY 2, 2025

Use AWS Cost Anomaly Detection uses Machine Learning to compute thresholds based on historical spend, distinguishing true anomalies from regular fluctuations Algorithm Selection. Boost your team with professional AWS / Azure engineers quickly and cost-effectively. Tune alert sensitivity or require multifactor confirmation (e.g.,

Cloud 40

Cloud Google Cloud Systems Review Budget 40

AWS Machine Learning - AI

APRIL 8, 2024

Prerequisites For this example, you need an AWS account with a SageMaker domain and appropriate AWS Identity and Access Management (IAM) permissions. For account setup instructions, see Create an AWS Account. For more details, refer to Vector Engine for Amazon OpenSearch Serverless.

Artificial Inteligence 121

Artificial Inteligence Applications Knowledge Base AWS 121

Stackery

AUGUST 15, 2019

Engineers have an overarching goal of using these skills to construct experiences that enable end-users to complete a task successfully and they hope to provide enjoyment and comfort along the way. Today, that means adopting “serverless” approaches that handle a lot of scalability and high availability concerns for you.

Software Engineering 49

Software Engineering Engineering Software Serverless 49

Capgemini

DECEMBER 10, 2020

As a solutions architect who helps clients transform their analytics capabilities via Amazon Web Services (AWS), I’ve identified two key considerations that should be addressed to boost success. This utilizes AWS Step Functions to sequence AWS Lambda Functions in a serverless way. AWS SQS would even work well here.

Analytics 52

Analytics Cloud AWS Serverless 52