AWS Machine Learning - AI

MARCH 4, 2025

Scalable architecture Uses AWS services like AWS Lambda and Amazon Simple Queue Service (Amazon SQS) for efficient processing of multiple reviews. User authentication is handled by Amazon Cognito , making sure only authenticated user have access.

Generative AI 98

Generative AI Technical Review Software Review Systems Review 98

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.

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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 139

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

FEBRUARY 6, 2024

The React application uses the Amplify authentication library to detect whether the user is authenticated. The WebSocket triggers an AWS Lambda function, which creates a record in Amazon DynamoDB. Another Lambda function gets triggered with a new message in the SQS queue. The response data is stored in DynamoDB.

Generative AI 120

Generative AI AWS Lambda Technical Review 120

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. Also, we now have added maintenance liability for the code running in Save Record. What if that’s Node.js

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. Lambda@Edge has some design limitations: Node.JS Lambda@Edge has some design limitations: Node.JS Lambda@Edge.

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Lambda AWS Internet Serverless 56

AWS Machine Learning - AI

MARCH 7, 2024

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. API Gateway uses an Amazon Cognito authorizer to authenticate requests. The Step Functions workflow runs the following steps for each image: 5.1

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AWS Lambda Generative AI Report 133

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 120

AWS Machine Learning - AI

AUGUST 26, 2024

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. This API layer is fronted by API Gateway, which allows the user to authenticate, monitor, and throttle the API request.

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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.

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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.

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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

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.

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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

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. For more details on supported data sources, refer to Data sources. ConversationTable – Stores conversation history.

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Generative AI Lambda AWS Technical Review 116

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. Lambda@Edge has some design limitations: Node.JS Lambda@Edge has some design limitations: Node.JS

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Lambda AWS Internet Serverless 40

Honeycomb

MAY 18, 2022

The example below uses an AWS account, ALB/ELB, S3, and a Lambda to send log data to Honeycomb. Reference the image below and provide the following required parameters: Stack Name. Once that is created, we need to make sure our S3 bucket is associated with our Lambda. A Honeycomb API key ( create a free account ) .

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AWS Machine Learning - AI

OCTOBER 14, 2024

In this post, the term region doesn’t refer to an AWS Region , but rather to a business-defined region. The App authenticates the user with the Amazon Cognito service and issues an ID token and an access tokenID token has the user’s identity and custom attributes.

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Generative AI Applications Lambda Policies 82

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. You can spin up these resources in a matter of minutes and add your own specific business logic (usually as AWS Lambda function code).

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Serverless Lambda Development AWS 71

Prisma Clud

JUNE 6, 2024

In this blog post, we'll examine the question of public access, focusing on the main offerings of the three leading cloud providers — AWS Lambda, Azure Functions and GCP Cloud Functions. Just need a quick reference? AWS Cheat Sheet: Is my Lambda exposed? Does the site force authentication that we might want to trickle down?

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AWS Machine Learning - AI

AUGUST 27, 2024

The first data source is an employee onboarding guide from a fictitious company, which requires basic authentication. We demonstrate how to set up authentication for the Web Crawler. In the context of the Web Crawler connector, a document refers to a single page or attachment contents. Create an Amazon Q Business application.

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Authentication AWS Artificial Inteligence Groups 81

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.

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AWS Machine Learning - AI

AUGUST 26, 2024

For example, “Cross-reference generated figures with golden source business data.” It focuses on precision, measuring how much of the generated content is present in the reference data. 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 117

Confluent

JULY 10, 2019

The full code for building and testing our DECODE() function is included in the functions subproject directory , but for easy reference, we’ll have a look at a few snippets. We provide the functions: prefix to reference the subproject directory with our code. applicationName = 'wordcount-lambda-example'. // Default artifact naming.

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Lambda Analytics Testing Groups 89

The Agile Monkey

DECEMBER 22, 2022

Before starting, it is recommended that you open our open-source repository and refer to it as a guide during this process. Command({ authorize: 'all' }) export class CreateTopic {…} To know more about commands, refer to the official documentation. To know more about events, refer to the official documentation.

Scalability 98

Scalability AWS Authentication Open Source 98

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. Authentication & Authorization enforce access control, which comprises only a small part of the picture when compared to isolation strategies.

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AWS Machine Learning - AI

OCTOBER 1, 2024

To deploy this architecture, we need managed compute that can host the web application, authentication mechanisms, and relevant permissions. It’s a user directory, an authentication server, and an authorization service for OAuth 2.0 However, Amazon Bedrock requires named user authentication. We discuss this later in the post.

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Serverless Artificial Inteligence AWS Software Review 79

Kaseya

MAY 13, 2021

AWS offers an array of dynamic services such as virtual private cloud (VPC), elastic compute cloud (EC2), simple storage service (S3), relational database service, AWS Lambda and more. Access to a Diverse Range of Tools. Easy Training and Certifications. Cost Management Limitations. Microsoft Azure Overview. Database Services.

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Google Cloud Azure AWS Cloud 122

Netlify

OCTOBER 6, 2019

Netlify Identity – JWT based authentication with external provider support for GitHub, Google, and more! ( Each of these sections come with extensive links for further followup – if you wish to read more, detailed notes and references per each section below! Detailed Notes and References: Part 1: ??? netlify-lambda.

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Lambda Media Serverless Analytics 9

Netflix Tech

JULY 30, 2019

x has seen several new additions to System tasks, mostly contributed by the community: Lambda Lambda Task executes ad-hoc logic at Workflow run-time, using the Nashorn Javascript evaluator engine. 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

Gorilla Logic

SEPTEMBER 25, 2018

Nowadays, in the Cloud computing era, there are several Cloud services for managing user authentication and authorization. Amazon Cognito is a user authentication service that offers simple and secure user sign-up, sign-in, and access control. Cognito User Pools exist to authenticate users for the applications that developers make.

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AWS Lambda Authentication Social 44

Prisma Clud

MAY 9, 2023

Amazon SQS will trigger an AWS Lambda function to format and send the messages to AWS CloudTrail Lake using a custom integration. This includes SQS, Lambda, CloudWatch Logs and Alarms (if used), and the CloudTrail data store. The Solution At a high level, the integration will look like this: Figure 1.

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Altexsoft

SEPTEMBER 6, 2023

This blog will navigate through: The essential pillars of serverless security: robust authentication and authorization, ensuring data security and integrity, rigorous monitoring and logging, and safeguarding against brute force attacks. Cloud providers , such as AWS with Lambda or Google Cloud with Cloud Functions, take on the heavy lifting.

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Serverless Applications Cloud AWS 52

CircleCI

JUNE 6, 2022

To change the value of an item in a list, reference the item’s position and then use the assignment operator: categories [ 0 ] = “geography” # modifies the lists, replacing “science” with “geography”. Step three authenticates a user with an Id and a username. You can add, delete, and modify items in a list because lists are mutable.

Applications 52

Applications Data Testing Lambda 52

Altexsoft

JUNE 1, 2020

These should include permissions management, authentication, and encryption tools. Although AWS does not offer a specific data lake service, it does provide an automated reference implementation that you can use to provision and deploy a lake from a combination of services. Data Lake on AWS. Azure Data Lake.

Data 69

Data Cloud Azure Storage 69

Abhishek Tiwari

NOVEMBER 3, 2018

Netlify refers their CDN infrastructure as Application Delivery Network (ADN) which has no distinction between edge and origin servers. Now it possible to execute functions at the edge - for instance Cloudflare Workers and Amazon Lambda@Edge offer ability to execute functions more than 100 edge locations globally.

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Systems Review System Microservices Software Review 63