AWS Machine Learning - AI

FEBRUARY 9, 2024

There can be different user authentication and authorization mechanisms deployed in an organization. API Gateway routes the request to an AWS Lambda function ( bedrock_invoke_model ) that’s responsible for logging team usage information in Amazon CloudWatch and invoking the Amazon Bedrock model.

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Lambda Generative AI AWS Microservices 136

AWS Machine Learning - AI

FEBRUARY 6, 2024

The React application uses the Amplify authentication library to detect whether the user is authenticated. The application uses the Amplify libraries for Amazon Simple Storage Service (Amazon S3) and uploads documents provided by users to Amazon S3. Another Lambda function gets triggered with a new message in the SQS queue.

Generative AI 115

Generative AI AWS Lambda Technical Review 115

AWS Machine Learning - AI

DECEMBER 4, 2024

SageMaker Unified Studio can authenticate you with your AWS Identity and Access Management (IAM) credentials, credentials from your identity provider through the AWS IAM Identity Center , or with your SAML credentials. For the Authentication method , select API Keys (Max.

Generative AI 95

Generative AI Applications Technical Review Software Review 95

AWS Machine Learning - AI

MARCH 7, 2024

The workflow consists of the following steps: A user uploads multiple images into an Amazon Simple Storage Service (Amazon S3) bucket via a Streamlit web application. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow. API Gateway uses an Amazon Cognito authorizer to authenticate requests.

AWS 129

AWS Lambda Generative AI Report 129

Altexsoft

MAY 19, 2021

A password is only one of the standard security methods, a unique combination of characters you create and use as a key to authenticate yourself with. With the advances of biometric technologies, a new concept of authentication with “what you are” emerged, presenting a more secure and convenient way to validate a person.

Authentication 64

Authentication Data Technical Review Systems Review 64

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 122

Google Cloud Azure AWS Cloud 122

Honeycomb

JANUARY 10, 2020

We’re big fans of AWS Lambda at Honeycomb. As you may have read , we recently made some major improvements to our storage engine by leveraging Lambda to process more data in less time. Making a change to a complex system like our storage engine is daunting, but can be made less so with good instrumentation and tracing.

Lambda 52

Lambda Examples Serverless AWS 52

CIO

MARCH 6, 2023

The speed of innovation is really starting to accelerate,” says Jefferson Frazer, director of edge compute, delivery, and storage at Shutterstock, which is headquartered in the Empire State Building. “If Storage intelligence, for example, has reduced the duplication of images, an issue that occurs after acquisitions.

Artificial Inteligence 133

Artificial Inteligence Generative AI Storage AWS 133

CircleCI

JULY 22, 2022

The launch template and Auto Scaling group will be used to launch instances based on the queue depth (the number of jobs in the queue) value provided by the runner API for a given runner resource class — all triggered by a Lambda function that checks the API periodically. Setting up a runner resource class in CircleCI.

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AWS Lambda Meeting Software Review 98

AWS Machine Learning - AI

AUGUST 15, 2024

Figure 1: QnABot Architecture Diagram The high-level process flow for the solution components deployed with the CloudFormation template is as follows: The admin deploys the solution into their AWS account, opens the Content Designer UI or Amazon Lex web client, and uses Amazon Cognito to authenticate.

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Artificial Inteligence Generative AI Knowledge Base Lambda 115

CloudGeometry

FEBRUARY 7, 2022

Additional Isolation Options – Supplementary isolation approaches focused on compute and data Storage considerations. Isolation vs. Authentication & Authorization Isolation is a fundamental choice in a SaaS architecture because security and reliability are not a single construct. Let’s take a closer look.

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Architecture Policies Resources Construction 130

Gorilla Logic

SEPTEMBER 16, 2021

The three cloud providers we will be comparing are: AWS Lambda. AWS Lambda. Pricing: AWS Lambda (Lambda) implements a pay-per-request pricing model: Meter. . This allows expenses to be easily tracked and monitored so that your Lambda-specific budget can be kept under control. . Azure Functions. Google Cloud.

Serverless 70

Serverless Lambda Cloud Azure 70

AWS Machine Learning - AI

SEPTEMBER 12, 2024

Architecture The solution uses Amazon API Gateway , AWS Lambda , Amazon RDS, Amazon Bedrock, and Anthropic Claude 3 Sonnet on Amazon Bedrock to implement the backend of the application. User authentication and authorization is done using Amazon Cognito. User authentication and authorization is done using Amazon Cognito.

Generative AI 117

Generative AI Healthcare Artificial Inteligence Insurance 117

Modus Create

SEPTEMBER 11, 2019

If you are using GitHub or Bitbucket , you will have to create an AWS CodeBuild project to watch the repository, build a zip, and upload the artifact to Simple Storage Service (S3). If you are using AWS CodeCommit , you will have to create a Lambda trigger that creates a new pipeline for each branch. GitHub or Bitbucket Approach.

AWS 41

AWS Lambda How To Authentication 41

Tamnoon

MARCH 17, 2025

AWS Lambda, API Gateway, and DynamoDB have revolutionized application development, eliminating infrastructure concerns and creating new security challenges. Overprivileged IAM Roles AWS IAM (Identity and Access Management) roles define what resources a Lambda function can access and are crucial to AWS security.

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Serverless AWS Lambda How To 52

AWS Machine Learning - AI

JULY 30, 2024

Deploy the Mediasearch Q Business finder component The Mediasearch finder uses Amazon Cognito to authenticate users to the solution. For an authenticated user to interact with an Amazon Q Business application, you must configure an IAM Identity Center customer managed application that either supports SAML 2.0 or OAuth 2.0.

Media 94

Media Lambda AWS Video 94

AWS Machine Learning - AI

AUGUST 26, 2024

An Amazon Cognito identity pool grants temporary access to the Amazon Simple Storage Service (Amazon S3) bucket. API Gateway instantiates an AWS Step Functions The state machine orchestrates the AI/ML services Amazon Transcribe and Amazon Bedrock and the NoSQL data store Amazon DynamoDB using AWS Lambda functions.

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Generative AI AWS 3D Video 109

AWS Machine Learning - AI

DECEMBER 22, 2023

Amazon Lex then invokes an AWS Lambda handler for user intent fulfillment. The Lambda function associated with the Amazon Lex chatbot contains the logic and business rules required to process the user’s intent. A Lambda layer for Amazon Bedrock Boto3, LangChain, and pdfrw libraries. create-stack.sh

Generative AI 111

Generative AI Lambda AWS Technical Review 111

Linux Academy

NOVEMBER 6, 2019

Enable Archiving with Azure Blob Storage. Trigger an AWS Lambda Function from an S3 Event. Configuring Key-Based Authentication. Configure Directory and File Access and Add Basic Authentication. Setting Up Lambda Functions with S3 Event Triggers. Testing and Debugging Lambda Functions. Create a Blacklist.

Google Cloud 16

Google Cloud Linux Azure AWS 16

Stackery

SEPTEMBER 3, 2019

AM, Chase, and Eric kicked off the first week of SSS by sharing the basics of getting started with a tutorial on locally debugging AWS Lambda functions and other serverless resources with Stackery. Debug a simple app where you’ve got a topic connected to a Lambda function that then uploads them to an AWS table.

Serverless 71

Serverless AWS Lambda Part-Time VPE 71

AWS Machine Learning - AI

SEPTEMBER 17, 2024

Event-driven compute with AWS Lambda is a good fit for compute-intensive, on-demand tasks such as document embedding and flexible large language model (LLM) orchestration, and Amazon API Gateway provides an API interface that allows for pluggable frontends and event-driven invocation of the LLMs.

Generative AI 80

Generative AI AWS Applications Serverless 80

Altexsoft

MAY 20, 2020

These hardware components cache and preprocess real-time data, reducing the burden on central storages and main processors. In addition to broad sets of tools, it offers easy integrations with other popular AWS services taking advantage of Amazon’s scalable storage, computing power, and advanced AI capabilities. AWS IoT Analytics.

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IoT Azure AWS Transportation 141

Modus Create

AUGUST 25, 2020

EC2 Instance Connect uses a temporary SSH key (with a 60 second lifetime) to authenticate and an IAM policy to allow access from IAM users in the same organization. In simple terms, a user will sign in and upon successful authentication, a temporary permission will be added to a security group and information stored in a database.

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AWS Open Source Lambda Authentication 68

AWS Machine Learning - AI

AUGUST 26, 2024

You can integrate existing data from AWS data lakes, Amazon Simple Storage Service (Amazon S3) buckets, or Amazon Relational Database Service (Amazon RDS) instances with services such as Amazon Bedrock and Amazon Q. Two Lambda functions manage a seller’s summarization request: Synchronous Request Handler and Asynchronous Request Handler.

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Generative AI AWS Artificial Inteligence Technical Review 112

MagmaLabs

MAY 13, 2021

It provides us with cloud services, such as storage, NoSQL database technologies, Server-less, GraphQL APIs, testing tools, analytics, and caching data. Amazon S3 (Simple Storage Service). Amazon S3 is an object storage service that offers industry-leading scalability, data availability, security, and performance.

AWS 75

AWS Development Authentication Mobile 75

Stackery

FEBRUARY 11, 2019

A Lambda isn’t an app by itself, heck, it can’t even communicate with the world outside of Amazon Web Services (AWS) by itself, so there must be more to a serverless app than that. Serverless applications have three components: Business logic: function (Lambda) that defines the business logic. Review: What’s a Lambda?

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Serverless Lambda AWS Software Review 53

Cloudera

JULY 26, 2021

Lambda or Kappa architectures) and implementing reliable streaming capabilities at scale by leveraging technologies such as Apache NiFi and Apache Kafka, has made possible the ability to harness and commercialize an ever-increasing volume of real-time data such as time-series or clickstream data. Deep Java Learning, Apache Spark 3.x,

Strategy 119

Strategy Development Data Analytics 119

Stackery

MAY 29, 2019

You take advantage of already built, managed cloud services to handle standard application requirements like authentication, storage, compute, API gateways, and a long list of other infrastructure needs. Business Logic (Application Code, AWS Lambda, Fargate, etc.). Business Logic (Application Code, AWS Lambda, Fargate, etc.).

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Serverless Lambda Development AWS 71

Confluent

JULY 10, 2019

We can use our new DECODE() function and enjoy CASE-like functionality: ksql> select definition, decode(definition, 'Proxy authentication required','Bad', 'Page not found','Bad', 'Redirect','Good', 'Unknown') label. applicationName = 'wordcount-lambda-example'. // Default artifact naming. zip ==> /wordcount-lambda-example-1.0.0/bin/wordcount-lambda-example

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Lambda Analytics Testing Groups 89

AWS Machine Learning - AI

NOVEMBER 30, 2023

At a high level, an image is uploaded to Amazon Simple Storage Service (Amazon S3) and the metadata is extracted including the embedding of the image. The Lambda function then inserts the image object metadata and celebrity names if present, and the embedding as a k-NN vector into an OpenSearch Service index.

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AWS Lambda Applications Artificial Inteligence 106

Xicom

MARCH 16, 2021

Taking AWS, as an example, you can create a serverless monolith by using a single AWS Lambda function for the back-end. The right observability platform – ideally the one that automates a ton of instrumentation inside Lambda like New Relic – can offer you these types of insights.

Serverless 59

Serverless Lambda Development Microservices 59

Palo Alto Networks

OCTOBER 17, 2019

From the information we collect to authenticate consumers to the data we use to target advertisements, organizations store personal information to make important business decisions, gauge appropriate pricing, and improve customer experience. We live in a data-driven world. Data Collection Ownership.

Cloud 63

Cloud Lambda Compliance AWS 63

Linux Academy

DECEMBER 4, 2019

This is a new API Gateway feature that will let you build cost-effective, high-performance RESTful APIs for serverless workloads using Lambda functions and other services with an HTTP endpoint. This is a persistent, on-device storage repository that will help you to synchronize data across devices and to handle offline operations.

AWS 12

AWS Windows Authentication Lambda 12

Stacks on Stacks

FEBRUARY 11, 2019

A Lambda isn’t an app by itself, heck, it can’t even communicate with the world outside of Amazon Web Services (AWS) by itself, so there must be more to a serverless app than that. Review: What’s a Lambda? But what are Lambdas again? Are Lambdas like containers? Are Lambdas like containers?

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Serverless Lambda AWS Software Review 40

Netflix Tech

JULY 30, 2019

External Payload Storage External payload storage was implemented to prevent the usage of Conductor as a data persistence system and to reduce the pressure on its backend datastore. Instead of creating workers for simple evaluations, Lambda task enables the user to do this inline using simple Javascript expressions.

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Lambda Weak Development Team Systems Review Metrics 76

Prisma Clud

MAY 21, 2024

There are multiple ways to achieve the secure storage and rolling of Prisma Cloud access keys. The example solution will make use of AWS Secrets Manager as it includes a native integration with AWS Lambda to help facilitate managing credential expiry and refresh. Note that there are actually multiple calls to AWS Lambda for this event.

Cloud 59

Cloud Lambda Azure AWS 59

Perficient

MARCH 13, 2023

We like the seamless integration with native hyperscaler services like storage and node pools for easy autoscaling, zone awareness for HA, networking and RBAC security with IAM or AAD. Like other RedHat’s managed operators, it comes already integrated with Openshift RBAC and authentication. solutions which are more barebones.

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Serverless Azure Metrics AWS 83