AWS Machine Learning - AI

FEBRUARY 11, 2025

Additionally, we use various AWS services, including AWS Amplify for hosting the front end, AWS Lambda functions for handling request logic, Amazon Cognito for user authentication, and AWS Identity and Access Management (IAM) for controlling access to the agent. Use the.zip file to manually deploy the application in Amplify.

Virtualization 79

Virtualization Lambda AWS Authentication 79

AWS Machine Learning - AI

NOVEMBER 21, 2024

Annotators can precisely mark and evaluate specific moments in audio or video content, helping models understand what makes content feel authentic to human viewers and listeners. The following diagram illustrates the solution architecture.

Video 84

Video Lambda AWS Generative AI 84

AWS Machine Learning - AI

MAY 30, 2024

In this post, we describe how CBRE partnered with AWS Prototyping to develop a custom query environment allowing natural language query (NLQ) prompts by using Amazon Bedrock, AWS Lambda , Amazon Relational Database Service (Amazon RDS), and Amazon OpenSearch Service. A Lambda function with business logic invokes the primary Lambda function.

AWS 122

AWS Lambda Performance Artificial Inteligence 122

AWS Machine Learning - AI

FEBRUARY 6, 2024

The following diagram illustrates the solution architecture. The React application uses the Amplify authentication library to detect whether the user is authenticated. The React application uses the Amplify authentication library to detect whether the user is authenticated. The response data is stored in DynamoDB.

Generative AI 120

Generative AI AWS Lambda Technical Review 120

AWS Machine Learning - AI

JULY 2, 2024

The access ID associated with their authentication when the chat is initiated can be passed as a filter. To ensure that end-users can only chat with their data, metadata filters on user access tokens—such as those obtained through an authentication service—can enable secure access to their information.

Knowledge Base 120

Knowledge Base Artificial Inteligence Lambda Authentication 120

AWS Machine Learning - AI

FEBRUARY 9, 2024

API gateways can provide loose coupling between model consumers and the model endpoint service, and flexibility to adapt to changing model, architectures, and invocation methods. In this post, we show you how to build an internal SaaS layer to access foundation models with Amazon Bedrock in a multi-tenant (team) architecture.

Lambda 139

Lambda Generative AI AWS Microservices 139

AWS Machine Learning - AI

MARCH 7, 2024

The following diagram provides a simplified view of the solution architecture and highlights the key elements. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow. The Step Functions workflow invokes a Lambda function to generate a status report.

AWS 133

AWS Lambda Generative AI Report 133

Xebia

APRIL 20, 2023

The magic happens through a combination of Serverless, user input, a CloudFront distribution, a Lambda function, and the OpenAI API. The Lambda function is a Python script that incorporates the Xebia mission, vision, and values, as well as each leader’s personality and speaking style.

Artificial Inteligence 130

Artificial Inteligence Artificial Intelligence Leadership Lambda 130

Stackery

APRIL 11, 2019

Lately, I’ve seen some talk about an architectural pattern that I believe will become prevalent in the near future. It will scale just fine… unless you hit your account-wide Lambda limit. 6.10, which is approaching EOL for AWS Lambda? I then sift through all this data to identify patterns and trends. What if that’s Node.js

Serverless 104

Serverless Lambda AWS Banking 104

AWS Machine Learning - AI

AUGUST 26, 2024

In this post, we dive into the architecture and implementation details of GenASL, which uses AWS generative AI capabilities to create human-like ASL avatar videos. The following diagram shows a high-level overview of the architecture. Because API Gateway has a timeout of 29 seconds, this asynchronous solution uses polling.

Generative AI 113

Generative AI AWS 3D Video 113

CloudGeometry

FEBRUARY 7, 2022

Behind the curtain, selling essentially the same software to different users and companies, again and again, relies on a distinct product architecture: secure multi-tenancy. Tenant isolation is the keystone of the SaaS architecture, holding it all together and keeping it up and running. Let’s take a closer look.

Architecture 130

Architecture Policies Resources Construction 130

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. The following diagram illustrates the solution architecture. User authentication and authorization is done using Amazon Cognito.

Generative AI 122

Generative AI Healthcare Artificial Inteligence Insurance 122

AWS Machine Learning - AI

DECEMBER 22, 2023

Solution architecture The following diagram illustrates the solution architecture. Diagram 1: Solution Architecture Overview The agent’s response workflow includes the following steps: Users perform natural language dialog with the agent through their choice of web, SMS, or voice channels. create-stack.sh

Generative AI 116

Generative AI Lambda AWS Technical Review 116

CircleCI

JULY 22, 2022

Compute consistency: It is a best practice to keep the underlying compute for self-hosted runners consistent within resource classes — each machine should be identically configured with the same architecture and environment. Once you have created the resource class, take note of the authentication token generated for it.

AWS 98

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.

Artificial Inteligence 120

Artificial Inteligence Generative AI Knowledge Base Lambda 120

AWS Machine Learning - AI

OCTOBER 14, 2024

The application architecture for building the example chat-based Generative AI Claims application with fine-grained access controls is shown in the following diagram. The application architecture flow is as follows: User accesses the Generative AI Claims web application (App).

Generative AI 82

Generative AI Applications Lambda Policies 82

AWS Machine Learning - AI

SEPTEMBER 20, 2024

If required, the agent invokes one of two Lambda functions to perform a web search: SerpAPI for up-to-date events or Tavily AI for web research-heavy questions. The Lambda function retrieves the API secrets securely from Secrets Manager, calls the appropriate search API, and processes the results.

Generative AI 102

Generative AI Lambda Applications AWS 102

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

AWS Machine Learning - AI

AUGUST 26, 2024

Through this series of posts, we share our generative AI journey and use cases, detailing the architecture, AWS services used, lessons learned, and the impact of these solutions on our teams and customers. Our architecture is designed to allow for flexible model switching and combination. Don’t make up any statistics.”

Generative AI 117

Generative AI AWS Artificial Inteligence Technical Review 117

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 99

Media Lambda AWS Video 99

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 84

Generative AI AWS Applications Serverless 84

Tamnoon

MARCH 17, 2025

Serverless architecture accelerates development and reduces infrastructure management, but it also introduces security blind spots that traditional tools often fail to detect. AWS Lambda, API Gateway, and DynamoDB have revolutionized application development, eliminating infrastructure concerns and creating new security challenges.

Serverless 52

Serverless AWS Lambda How To 52

CircleCI

NOVEMBER 7, 2022

that simplifies the development and deployment of AWS Lambda functions. Using event-based architecture, you can mock the events to add test cases and assert the expected behaviour based on the event received. file with a basic Lambda handler and a serverless.yml file with the config for your application. Lambda function.

Serverless 98

Serverless Testing Applications Lambda 98

Stackery

NOVEMBER 4, 2019

There are a few prerequisites that deserve mention on their own: AWS CLI is the basic interface with AWS on the command line, necessary for stuff like authenticating. SAM CLI to let me run my Lambdas locally. Docker Desktop to let you run a local container for your Lambda. Develop my lambda. Deploy to my dev environment.

Serverless 16

Serverless Lambda AWS Course 16

Stackery

MAY 29, 2019

If you’ve built a serverless application or two, you’re probably familiar with the benefits of serverless architecture. 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.

Serverless 71

Serverless Lambda Development AWS 71

Stackery

JULY 1, 2020

For example, newer services have finer-grained access controls, stateless connections, and time-based authentication. Lambda Function ? In the above example, we are adding permission for a Lambda Function to create, read, update, and delete items inside the table. secrets management. A look at some real-world examples.

Serverless 72

Serverless AWS Authentication Lambda 72

Prisma Clud

JUNE 6, 2024

Evaluating Public Access Across Cloud Providers Many architectural design questions arise when it comes to the use of serverless functions in cloud environments. AWS Cheat Sheet: Is my Lambda exposed? Does the site force authentication that we might want to trickle down? Already an expert? Should the function be public?

Serverless 59

Serverless Cloud Data Azure 59

Xicom

MARCH 16, 2021

Nowadays, the cliche “serverless architecture” is the latest addition in the technology wordbook, prevailing following the launch of AWS (Amazon Web Services) Lambada in 2014. While the gospel truth is serverless, architecture proffers the promise of writing codes without any ongoing server administration apprehension.

Serverless 59

Serverless Lambda Development Microservices 59

Stackery

NOVEMBER 21, 2019

One such conference I attended and spoke at was Serverless Architecture Conference 2019 in Berlin, Germany. Architectural Patterns in the Serverless Journey of shop.LEGO.com. Also tools like OAuth mean you can do authentication and security without relying on a large platform service. Serverless – is it for big corporations?

Serverless 9

Serverless Conference Architecture AWS 9

Cloudera

JULY 26, 2021

The proliferation of real-time processing by deploying event-driven architectures (e.g., Authentication : Validate and control different type of roles and user personas (internal employees, clients or partners) using a comprehensive authentication mechanism across all manifestations of a data asset.

Strategy 119

Strategy Development Data Analytics 119

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. If no match, return 'defaultvalue'.

Lambda 89

Lambda Analytics Testing Groups 89

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

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?

Serverless 53

Serverless Lambda AWS Software Review 53

AWS Machine Learning - AI

NOVEMBER 30, 2023

The second part of the architecture is to submit an article to find these newly ingested images. Walkthrough The following diagram shows you the architecture to deliver this use-case. The front-end user interface (UI) allows you to authenticate with the application using Amazon Cognito to search for images.

AWS 112

AWS Lambda Applications Machine Learning 112

Xebia

MARCH 14, 2024

Usually, not all parts of a monolith require similar architectural capabilities. It could be as small as writing a poor SQL query or choosing to implement functionality in a Lambda or an Azure Function when it should have been implemented in an API. Enabling all of these abilities in every part of the monolith can be quite expensive.

Cloud 130

Cloud Weak Development Team Software Development Applications 130

Linux Academy

NOVEMBER 6, 2019

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. Using Client Authentication with Kafka. Network Architecture.

Google Cloud 16

Google Cloud Linux Azure AWS 16

MagmaLabs

MAY 13, 2021

First, we are going to talk about the architecture that we are going to use. Amazon Cognito is a service that will handle all the authentication flow. strong>AWS Lambdas : It helps you to create functions when we make a call on the API. These are the steps to do that: Authentication with your Amazon account.

AWS 75

AWS Development Authentication Mobile 75