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 84

Virtualization Lambda AWS Authentication 84

AWS Machine Learning - AI

NOVEMBER 7, 2024

While organizations continue to discover the powerful applications of generative AI , adoption is often slowed down by team silos and bespoke workflows. It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. Tenant This part represents the tenants using the AI gateway capabilities.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

AWS Machine Learning - AI

MARCH 4, 2025

Consistency and enhanced accuracy The approach provides a consistent application of AWS Well-Architected principles across reviews, reducing human bias and oversight. Scalable architecture Uses AWS services like AWS Lambda and Amazon Simple Queue Service (Amazon SQS) for efficient processing of multiple reviews.

Generative AI 118

Generative AI Technical Review Software Review Systems Review 118

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. Pre-annotation and post-annotation AWS Lambda functions are optional components that can enhance the workflow.

Video 102

Video Lambda AWS Generative AI 102

Dzone - DevOps

DECEMBER 7, 2023

Amazon MemoryDB for Redis has supported username/password-based authentication using Access Control Lists since the very beginning. But you can also use IAM-based authentication that allows you to associate IAM users and roles with MemoryDB users so that applications can use IAM credentials to authenticate to the MemoryDB cluster.

Authentication 92

Authentication AWS Lambda Applications 92

AWS Machine Learning - AI

JULY 2, 2024

In this post, we discuss how to implement metadata filtering within Knowledge Bases for Amazon Bedrock by implementing access control and ensuring data privacy and security in RAG applications. Let’s explore some practical applications of metadata filtering in Knowledge Bases for Amazon Bedrock.

Knowledge Base 132

Knowledge Base Artificial Inteligence Lambda Authentication 132

Dzone - DevOps

JULY 25, 2023

Using AWS Lambda Go runtime , you can use Go to build AWS Lambda functions. Imagine a web app that needs to authenticate users, store user data, and send emails. A Serverless approach for this would be to implement each functionality/API as a separate Lambda function.

Serverless 98

Serverless Lambda Applications .Net 98

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.

AWS 129

AWS Lambda Performance Artificial Inteligence 129

AWS Machine Learning - AI

OCTOBER 14, 2024

Amazon Bedrock Agents enable generative AI applications to perform multistep tasks across various company systems and data sources. Customers can build innovative generative AI applications using Amazon Bedrock Agents’ capabilities to intelligently orchestrate their application workflows.

Generative AI 96

Generative AI Applications Lambda Policies 96

AWS Machine Learning - AI

APRIL 22, 2025

A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing. The workflow for this part of the solution follows these steps: Users authenticate in to the web client portal using Amazon Cognito. With its quality and speed, Amazon Nova Pro is ideally suited for this global use case.

Media 82

Media Knowledge Base AWS Systems Review 82

CircleCI

NOVEMBER 7, 2022

This tutorial covers: Using the Jest framework to set up unit testing for a serverless application. that simplifies the development and deployment of AWS Lambda functions. It frees you from worrying about how to package and deploy the application to the cloud, so you can focus on your application logic. Lambda function.

Serverless 98

Serverless Testing Applications Lambda 98

AWS Machine Learning - AI

SEPTEMBER 20, 2024

Amazon Bedrock Agents offers developers the ability to build and configure autonomous agents in their applications. These agents help users complete actions based on organizational data and user input, orchestrating interactions between foundation models (FMs), data sources, software applications, and user conversations.

Generative AI 106

Generative AI Lambda Applications AWS 106

AWS Machine Learning - AI

FEBRUARY 6, 2024

A key part of the submission process is authoring regulatory documents like the Common Technical Document (CTD), a comprehensive standard formatted document for submitting applications, amendments, supplements, and reports to the FDA. The React application uses the Amplify authentication library to detect whether the user is authenticated.

Generative AI 130

Generative AI AWS Lambda Technical Review 130

AWS Machine Learning - AI

SEPTEMBER 17, 2024

Generative artificial intelligence (AI) applications are commonly built using a technique called Retrieval Augmented Generation (RAG) that provides foundation models (FMs) access to additional data they didn’t have during training. The post is co-written with Michael Shaul and Sasha Korman from NetApp.

Generative AI 95

Generative AI AWS Applications Serverless 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 Streamlit web application calls an Amazon API Gateway REST API endpoint integrated with the Amazon Rekognition DetectLabels API , which detects labels for each image.

AWS 142

AWS Lambda Generative AI Report 142

AWS Machine Learning - AI

FEBRUARY 9, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Lambda 144

Lambda Generative AI AWS Microservices 144

TechBeacon

AUGUST 20, 2019

Serverless applications (sometimes called "lambdas" or "functions") frequently need to authenticate to an upstream service or API. This authentication might include credentials that talk to a database or an API key to issue a third-party request.

Serverless 91

Serverless Lambda Authentication Applications 91

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

Lambda 130

Lambda AWS Authentication Construction 130

AWS Machine Learning - AI

JULY 30, 2024

The solution also features an enhanced Amazon Q Business query application that allows users to play the relevant section of the original media files or YouTube videos directly from the search results page, providing a seamless and intuitive user experience. In this post, we create a customer managed application that supports OAuth 2.0,

Media 115

Media Lambda AWS Video 115

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

It will scale just fine… unless you hit your account-wide Lambda limit. 6.10, which is approaching EOL for AWS Lambda? Let’s step back and think about what happens when you integrate an API route with a Lambda Function. All this sounds great, but how do you build and operate API-Integration driven applications?

Serverless 104

Serverless Lambda AWS Banking 104

Stackery

FEBRUARY 21, 2019

Lambda@Edge is a compute service that allows you to write JavaScript code that executes in any of the 150+ AWS edge locations making up the Amazon CloudFront content delivery network (CDN) service. I will also build out an application stack that serves country-specific content depending on where the user request originates from.

Lambda 56

Lambda AWS Internet Serverless 56

AWS Machine Learning - AI

AUGUST 26, 2024

AWS makes it possible for organizations of all sizes and developers of all skill levels to build and scale generative AI applications with security, privacy, and responsible AI. This API layer is fronted by API Gateway, which allows the user to authenticate, monitor, and throttle the API request. The frontend plays the video in a loop.

Generative AI 121

Generative AI AWS 3D Video 121

AWS Machine Learning - AI

SEPTEMBER 12, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a unified API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 128

Generative AI Healthcare Artificial Inteligence Insurance 128

AWS Machine Learning - AI

DECEMBER 22, 2023

Amazon Bedrock is a fully managed service that makes leading FMs from AI companies available through an API along with developer tooling to help build and scale generative AI applications. Amazon Lex then invokes an AWS Lambda handler for user intent fulfillment. A Lambda layer for Amazon Bedrock Boto3, LangChain, and pdfrw libraries.

Generative AI 126

Generative AI Lambda AWS Technical Review 126

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 126

Artificial Inteligence Generative AI Knowledge Base Lambda 126

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. For this project, that meant getting instrumentation out of Lambda and into Honeycomb. The lifecycle of a Lambda container is tricky.

Lambda 52

Lambda Examples Serverless AWS 52

AWS Machine Learning - AI

APRIL 30, 2025

Amazon Bedrock has emerged as the preferred choice for numerous customers seeking to innovate and launch generative AI applications, leading to an exponential surge in demand for model inference capabilities. Amazon Bedrock customers aim to scale their worldwide applications to accommodate a variety of use cases. Anthropics Claude 3.5

Artificial Inteligence 57

Artificial Inteligence Technical Review Software Review Generative AI 57

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. Both methods are widespread to protect and access data in banking applications, personal profiles, or corporate networks. Authentication. What are biometrics?

Authentication 64

Authentication Data Technical Review Systems Review 64

CircleCI

JULY 22, 2022

If your application needs access to internal databases or sensitive resources for proper testing, you can deploy it to self-hosted runners behind your firewall. Once you have created the resource class, take note of the authentication token generated for it. Self-hosted runners provide a fully customizable execution environment.

AWS 98

AWS Lambda Meeting Software Review 98

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

CloudGeometry

FEBRUARY 7, 2022

Proven best practices that help both finance & engineering teams SaaS multi-tenancy means achieving a reliable level of efficiency and security, delivering an application that is feature-rich and cost-effective. A tenant is the set of application services dedicated to a single specific set of users and customers.

Architecture 130

Architecture Policies Resources Construction 130

AWS Machine Learning - AI

NOVEMBER 30, 2023

This new model can be used for multimodal search, recommendation systems, and other downstream applications. 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. You submit an article or some text using the UI.

AWS 125

AWS Lambda Applications Machine Learning 125

Stacks on Stacks

FEBRUARY 21, 2019

Lambda@Edge is a compute service that allows you to write JavaScript code that executes in any of the 150+ AWS edge locations making up the Amazon CloudFront content delivery network (CDN) service. I will also build out an application stack that serves country-specific content depending on where the user request originates from.

Lambda 40

Lambda AWS Internet Serverless 40

AWS Machine Learning - AI

AUGUST 26, 2024

AI-driven recommendations – By combining generative AI with ML, we deliver intelligent suggestions for products, services, applicable use cases, and next steps. Application security (AppSec) teams – These teams are engaged to guide, assess, and mitigate potential security risks, making sure the solution adheres to AWS security standards.

Generative AI 128

Generative AI AWS Artificial Inteligence Technical Review 128

Xebia

MARCH 14, 2024

Transitioning to the cloud requires time and effort Applications often need adjustments to be compatible with Cloud resources, a factor that is generally expected. Hosting a test-environment for a straightforward application alone can, in some cases, result in costs running into hundreds if not thousands of euros.

Cloud 130

Cloud Weak Development Team Software Development Applications 130

Stackery

SEPTEMBER 3, 2019

This year, the topics ranged from building a single-page AWS serverless web application to Amazon SES, all using Stackery. 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.

Serverless 71

Serverless AWS Lambda Part-Time VPE 71