AWS Machine Learning - AI

MAY 17, 2024

With prompt chaining, you construct a set of smaller subtasks as individual prompts. 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. Visit Serverless Land for more Step Functions workflows.

Generative AI 137

Generative AI Artificial Inteligence Systems Review Software Review 137

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 129

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

Stackery

JULY 1, 2020

Information security & serverless applications. Modern applications are constructed via collections of managed services. Lambda Function ? In the above example, we are adding permission for a Lambda Function to create, read, update, and delete items inside the table. Information security (infosec) is a broad field.

Serverless 72

Serverless AWS Authentication Lambda 72

AWS Machine Learning - AI

MARCH 7, 2024

The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow. Constructs a request payload for the Amazon Bedrock InvokeModel API. Constructs a request payload for the Amazon Bedrock InvokeModel API. The Step Functions workflow invokes a Lambda function to generate a status report.

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AWS Lambda Generative AI Report 142

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 56

Serverless Lambda AWS Architecture 56

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Finally I mention Lambda’s limited, but not trivial, vertical scaling capability.

Lambda 52

Lambda Software Review AWS Serverless 52

Xebia

AUGUST 29, 2023

A target group can refer to Instances, IP addresses, a Lambda function or an Application Load Balancer. Participants were happy with the service abstraction cross EC2 / EKS / Lambda allowing inter-connectivity between different stacks without worrying about the underlying details.

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AWS Load Balancer Microservices Lambda 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). AWS Lambda, Honeycomb, and OpenTelemetry all provide thorough documentation.

Lambda 52

Lambda AWS Data Serverless 52

Xebia

APRIL 23, 2024

In this blog post a single Lambda function is used to handle both incoming commands and incoming interactivity. 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. ” message. In a Node.js

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AWS Machine Learning - AI

JUNE 21, 2024

This system uses AWS Lambda and Amazon DynamoDB to orchestrate a series of LLM invocations. When a SageMaker endpoint is constructed, an S3 URI to the bucket containing the model artifact and Docker image is shared using Amazon ECR.

Artificial Inteligence 126

Artificial Inteligence Generative AI AWS Serverless 126

AWS Machine Learning - AI

MARCH 7, 2025

During the solution design process, Verisk also considered using Amazon Bedrock Knowledge Bases because its purpose built for creating and storing embeddings within Amazon OpenSearch Serverless. For constructing the tracked difference format, containing redlines, Verisk used a non-FM based solution.

Generative AI 97

Generative AI Technical Review Insurance Policies 97

AWS Machine Learning - AI

SEPTEMBER 6, 2024

Understanding the intrinsic value of data network effects, Vidmob constructed a product and operational system architecture designed to be the industry’s most comprehensive RLHF solution for marketing creatives. Solution overview The AWS team worked with Vidmob to build a serverless architecture for handling incoming questions from customers.

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Generative AI Artificial Inteligence Data AWS 123

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. We’ve taken the same approach as our Lambda functions and defined Topic1 with a value of !Ref Properties : DefinitionString : !Sub.

Serverless 53

Serverless AWS Lambda Data 53

High Scalability

FEBRUARY 22, 2019

PaulDJohnston : Lambda done badly is still better than Kubernetes done well. ben11kehoe : Statelessness is not the critical property of #serverless compute, it's ephemerality. You owe me for the years, not the minutes. In the face of this reality, we have shifted the security model of the Chrome web browser and V8 to process isolation.

Scalability 15

Scalability Internet Software Review Lambda 15

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Finally I mention Lambda’s limited, but not trivial, vertical scaling capability.

Lambda 40

Lambda Software Review AWS Serverless 40

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. Serverless Stagnant. We didn’t attempt to define serverless precisely, but for many people in our audience, serverless means “function-as-a-service” (for example, AWS Lambda). 4 By the same margins—i.e.,

Cloud 144

Cloud Microservices Serverless Survey 144

Mike Roberts

DECEMBER 13, 2017

Lambda is a wonderful platform. The problems In Learning Lambda Part 9 , I described Lambda’s scaling behavior? Lambda can overwhelm downstream resources that do not have similar scaling properties. A thousand-times scaled Lambda could easily cause significant performance problems to a modest SQL database server.

Lambda 40

Lambda AWS Architecture Microservices 40

Mike Roberts

DECEMBER 13, 2017

Lambda is a wonderful platform. The problems In Learning Lambda Part 9 , I described Lambda’s scaling behavior? Lambda can overwhelm downstream resources that do not have similar scaling properties. A thousand-times scaled Lambda could easily cause significant performance problems to a modest SQL database server.

Lambda 40

Lambda AWS Architecture Microservices 40

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.

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Artificial Inteligence Trends Energy Software Review 122

AWS Machine Learning - AI

OCTOBER 24, 2024

The CloudFormation template also provides the required AWS Identity and Access Management (IAM) access to set up the vector database, SageMaker resources, and AWS Lambda Acquire access to models hosted on Amazon Bedrock. Create and associate an action group with an API schema and a Lambda function. Delete the Lambda function.

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Generative AI Artificial Inteligence Applications Knowledge Base 97

Palo Alto Networks

MARCH 18, 2019

Still on the bleeding edge, and not currently widely adopted in the enterprise, is the fourth evolution: serverless or function as a service (FaaS). The two most recognizable implementations of FaaS are Google’s Cloud Functions and AWS’s Lambda. Think in terms of physical construction. Build security.

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Lambda Serverless Internet Malware 105

CloudGeometry

FEBRUARY 7, 2022

Isolation vs. Authentication & Authorization Isolation is a fundamental choice in a SaaS architecture because security and reliability are not a single construct. Legacy Architecture – the constructs of the legacy architecture that supports an application also directly affect the choice of isolation model.

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Architecture Policies Resources Construction 130

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

Modus Create

OCTOBER 1, 2019

Ionic 4 web components retain native-like platform UX, allowing engineers the freedom to construct layouts instead of worrying about inconsistencies. Cloudflare Workers make serverless computing effortless, blurring the line between front-end and back-end development. This stack also narrows down the technical scope.

UI/UX 14

UI/UX Serverless Performance Lambda 14

Capgemini

DECEMBER 10, 2020

This utilizes AWS Step Functions to sequence AWS Lambda Functions in a serverless way. The planning and construction took longer than building a standard, non-configurable venue, but the payoff is a space that adapts to various needs – without having to build a whole new theater for each. It’s pretty cool, and clean.

Analytics 52

Analytics Cloud AWS Serverless 52

AWS Machine Learning - AI

APRIL 8, 2024

load_data() Build the index: The key feature of LlamaIndex is its ability to construct organized indexes over data, which is represented as documents or nodes. For more details, refer to Vector Engine for Amazon OpenSearch Serverless. tools = [ Tool( name="Pressrelease", func=lambda q: str(index.as_query_engine().query(q)),

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Artificial Inteligence Applications Knowledge Base AWS 121

Mobilunity

MAY 2, 2025

By combining these practices, you can construct an efficient cloud cost management framework that not only proactively detects anomalies but also supports agile adjustments that align with evolving business needs. EC2, S3, Lambda) that adapt to weekly and monthly patterns to minimize false positives.

Cloud 40

Cloud Google Cloud Systems Review Budget 40

Altexsoft

NOVEMBER 27, 2018

Some IDEs feature version control, code search, language support, and a visual programming module, as well as options for full-stack development and GUI construction. Today most applications exist either on public cloud servers or use serverless architecture. Serverless deployment tools. Deployment tools. Cloud deployment tools.

Tools 72

Tools Development Software Review Open Source 72

Modus Create

APRIL 19, 2022

Most popular cloud providers are supported, such as AWS Lambda, Cloudflare, Vercel, or a custom Express server. Instead, they construct a content hierarchy. Remix can run in the most popular CDNs and serverless environments. However, some run NodeJS, and the others, like Cloudflare, use Service Workers as the serverless engine.

Serverless 40

Serverless Software Review Systems Review Video 40

Cloud Conformity

MARCH 1, 2019

It’s important that security is looked at from all angles and on multiple levels: before construction with security-led design, during use with proactive risk assessments and after incident mishaps with well-rehearsed and practised plans. Ultimately it is the user’s responsibility when it comes to the security in the cloud.

AWS 40

AWS Cloud Software Review Infrastructure 40

Stackery

JANUARY 5, 2020

Serverless is a quickly-maturing technology and, if you’ve followed its evolution over the past several years, you’ve likely seen a host of great (and not-so-great) documentation of its technology and practices. You need to stay on the cutting edge of serverless. Yan wrote the book on serverless. > Find Ben on LinkedIn.

Serverless 52

Serverless AWS Lambda Weak Development Team 52

O'Reilly Media - Ideas

JANUARY 25, 2021

in 2008 and continuing with Java 8 in 2014, programming languages have added higher-order functions (lambdas) and other “functional” features. We’ll be working with microservices and serverless/functions-as-a-service in the cloud for a long time–and these are inherently concurrent systems. serverless, a.k.a. FaaS, a.k.a.

Programming 145

Programming Cloud Artificial Inteligence Machine Learning 145

AWS Machine Learning - AI

NOVEMBER 20, 2024

Amazon S3 invokes an AWS Lambda function to synchronize the data source with the knowledge base. The Lambda function starts data ingestion by calling the StartIngestionJob API function. A Lambda function retrieves the email content from Amazon S3. Anthropic’s Claude Sonnet 3.5

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Knowledge Base Lambda Artificial Inteligence AWS 111

CIO

MARCH 12, 2025

For example, when it comes to complicated calculations that are frequently executed in succession, AWS Lambda proves to be more efficient and economical than Azure Functions. In the product development scenario mentioned above, for example, a Windows application in Azure triggers a Lambda service in AWS that performs the desired calculations.

Azure 136

Azure Weak Development Team Lambda AWS 136

AWS Machine Learning - AI

MARCH 11, 2025

This architecture uses different AWS Lambda Lambda is a serverless AWS compute service that runs event driven code and automatically manages the compute resources. The first Lambda function, DetectIngredients harnesses the power of Amazon Rekognition by using the Boto3 Python API. Choose Create Lambda function.

Lambda 106

Lambda AWS Architecture Training 106

AWS Machine Learning - AI

APRIL 24, 2025

The solution uses the data domain to construct prompt inputs for the generative LLM. This mapping is similar in nature to intent classification, and enables the construction of an LLM prompt that is scoped for each input query (described next). Scoping data domain for focused prompt construction This is a divide-and-conquer pattern.

Artificial Inteligence 106

Artificial Inteligence Enterprise Generative AI Technical Review 106