Xebia

JANUARY 15, 2024

In this blog post I will go over some reasons why you should be using design patterns in your Lambda functions Getting started To get started with AWS Lambda is quite easy, and this is also the reason why some crucial steps are skipped. Or use a compiled language like golang for your Lambda functions.

Lambda 130

Lambda AWS Software Review Serverless 130

Xebia

MARCH 8, 2023

This is the fourth post in the Lambda Calculus Through JavaScript series. If you’re just joining us, make sure to go back and start with Lambda calculus through JavaScript, part 1. As usual, we’ll discover that lambda calculus gives us the ingredients to introduce this concept without extending the language, just by translation.

Lambda 130

Lambda Fashion Programming Exercises 130

AWS Machine Learning - AI

NOVEMBER 13, 2024

The solution also uses Amazon Cognito user pools and identity pools for managing authentication and authorization of users, Amazon API Gateway REST APIs, AWS Lambda functions, and an Amazon Simple Storage Service (Amazon S3) bucket. For additional details, refer to Creating a new user in the AWS Management Console.

Generative AI 124

Generative AI AWS Lambda Authentication 124

AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. Shared components refer to the functionality and features shared by all tenants. Refer to Perform AI prompt-chaining with Amazon Bedrock for more details. Generative AI gateway Shared components lie in this part.

Generative AI 107

Generative AI AWS Artificial Inteligence Enterprise 107

Linux Academy

JANUARY 22, 2020

Amazon S3 can also be used by other AWS resources of your choosing, so you can build applications in different services like EC2 and Lambda, and those applications can get access to data from S3 (like images and other files). The post Amazon S3 Reference for the Cloud Practitioner appeared first on Linux Academy.

Cloud 28

Cloud Storage Backup AWS 28

AWS Machine Learning - AI

FEBRUARY 11, 2025

Step Functions orchestrates AWS services like AWS Lambda and organization APIs like DataStore to ingest, process, and store data securely. The workflow includes the following steps: The Prepare Map Input Lambda function prepares the required input for the Map state. An EventBridge rule invokes the Rectify & Notify Lambda function.

Knowledge Base 86

Knowledge Base Lambda Enterprise AWS 86

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. The function uses a geocoding service or database to perform this lookup.

Virtualization 77

Virtualization Lambda AWS Authentication 77

AWS Machine Learning - AI

MARCH 20, 2025

Lets look at an example solution for implementing a customer management agent: An agentic chat can be built with Amazon Bedrock chat applications, and integrated with functions that can be quickly built with other AWS services such as AWS Lambda and Amazon API Gateway. The agent has the capability to: Provide a brief customer overview.

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Generative AI Systems Review System Lambda 102

Xebia

OCTOBER 23, 2024

To aid in understanding this setup and the AWS services needed, a detailed diagram is provided below illustrating the required interaction between CloudWatch Alarms, Event Bridge, Lambda function, and AWS Global Accelerator during an automated region evacuation process.

AWS 130

AWS Network Software Review Lambda 130

AWS Machine Learning - AI

NOVEMBER 21, 2024

Pre-annotation and post-annotation AWS Lambda functions are optional components that can enhance the workflow. The pre-annotation Lambda function can process the input manifest file before data is presented to annotators, enabling any necessary formatting or modifications. On the SageMaker console, choose Create labeling job.

Video 90

Video Lambda AWS Generative AI 90

The Daily WTF

OCTOBER 6, 2020

Every major feature in C# had a VB.Net equivalent, including lambdas. And hey, lambdas are great! Well, Eric O sends us this filter lambda. That is 5,090 characters of lambda right there, clearly copy/pasted with modifications on each line. What a wonderful way to express a filter condition.

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Lambda Advertising Development 111

Stackery

FEBRUARY 19, 2020

Too often serverless is equated with just AWS Lambda. Yes, it’s true: Amazon Web Services (AWS) helped to pioneer what is commonly referred to as serverless today with AWS Lambda, which was first announced back in 2015. Lambda is just one component of a modern serverless stack.

Serverless 91

Serverless Lambda AWS Architecture 91

AWS Machine Learning - AI

NOVEMBER 19, 2024

An email handler AWS Lambda function is invoked by WorkMail upon the receipt of an email, and acts as the intermediary that receives requests and passes it to the appropriate agent. Refer to the GitHub repository for deployment instructions. Deploy the AWS CDK project to provision the required resources in your AWS account.

Knowledge Base 95

Knowledge Base Generative AI Technical Review Lambda 95

AWS Machine Learning - AI

OCTOBER 29, 2024

Observability refers to the ability to understand the internal state and behavior of a system by analyzing its outputs, logs, and metrics. For a detailed breakdown of the features and implementation specifics, refer to the comprehensive documentation in the GitHub repository.

Generative AI 105

Generative AI Applications AWS Knowledge Base 105

AWS Machine Learning - AI

OCTOBER 11, 2024

Event-driven operations management Operational events refer to occurrences within your organization’s cloud environment that might impact the performance, resilience, security, or cost of your workloads. Create business intelligence (BI) dashboards for visual representation and analysis of event data.

Cloud 93

Cloud AWS Serverless Lambda 93

AWS Machine Learning - AI

FEBRUARY 25, 2025

Error retrieval and context gathering The Amazon Bedrock agent forwards these details to an action group that invokes the first AWS Lambda function (see the following Lambda function code ). This contextual information is then sent back to the first Lambda function. Refer to the Lambda function code for more details.

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Lambda Generative AI AWS Software Review 61

Cloud That

NOVEMBER 16, 2022

Steps to Create a Lambda Function. We can do it through a single click by creating a function in AWS lambda. In this post, I will cover how to call instances of meta-data using Lambda. Without any additional configuration, AWS Lambda scales the infrastructure without difficulty. Select the use case as Lambda.

Lambda 77

Lambda AWS Policies Resources 77

AWS Machine Learning - AI

AUGUST 13, 2024

Handling large volumes of data, extracting unstructured data from multiple paper forms or images, and comparing it with the standard or reference forms can be a long and arduous process, prone to errors and inefficiencies. The SQS message invokes an AWS Lambda The Lambda function is responsible for processing the new form data.

Healthcare 126

Healthcare Artificial Inteligence Analysis Lambda 126

AWS Machine Learning - AI

MARCH 13, 2025

The Lambda function spins up an Amazon Bedrock batch processing endpoint and passes the S3 file location. The second Lambda function performs the following tasks: It monitors the batch processing job on Amazon Bedrock. For detailed information, refer to the Security Best Practices section of this post.

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Artificial Inteligence Systems Review System Generative AI 94

TechCrunch

AUGUST 25, 2022

It’s often referred to the Amazon Web Services (AWS) of web3 and says it has seen a 10x increase in the number of teams building on its platform over the past 12 months. For Alchemy, the acquisition seems like a fit considering the company’s goal is to be the starting point for developers looking to build apps on the blockchain.

Development 243

Development Blockchain Education Lambda 243

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. The WAFR reviewer, based on Lambda and AWS Step Functions , is activated by Amazon SQS. The assessment is also stored in an Amazon DynamoDB table for quick retrieval and future reference.

Generative AI 90

Generative AI Technical Review Software Review Systems Review 90

Linux Academy

APRIL 13, 2019

A simple way to achieve this is to use an Amazon CloudWatch Events rule to trigger an AWS Lambda function daily. In this hands-on AWS lab, you will write a Lambda function in Python using the Boto3 library. Setting this up requires configuring an IAM role, setting a CloudWatch rule, and creating a Lambda function. every 1 day).

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Lambda Backup AWS Software Review 68

AWS Machine Learning - AI

FEBRUARY 26, 2024

In this post, we demonstrate a few metrics for online LLM monitoring and their respective architecture for scale using AWS services such as Amazon CloudWatch and AWS Lambda. The file saved on Amazon S3 creates an event that triggers a Lambda function. The function invokes the modules.

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Artificial Inteligence AWS Lambda Metrics 132

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 124

AWS Lambda Performance Artificial Inteligence 124

Hacker Earth Developers Blog

MARCH 3, 2020

It distinguishes between references that can hold null (known as nullable references) and those that cannot hold null values (known as non-null references). It offers coroutines , high-order functions , lambdas and much more. Therefore, Kotlin protects you from mistakenly operating on nullable types. val name: String?

Software Review 49

Software Review Systems Review Exercises Course 49

AWS Machine Learning - AI

FEBRUARY 9, 2024

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. The workflow steps are as follows: An Amazon EventBridge rule triggers a Lambda function ( bedrock_cost_tracking ) daily.

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Lambda Generative AI AWS Microservices 142

The Agile Monkey

JULY 1, 2019

We got super excited when we released the AWS Lambda Haskell runtime, described in one of our previous posts , because you could finally run Haskell in AWS Lambda natively. There are few things better than running Haskell in AWS Lambda, but one is better for sure: Running it 12 times faster! and bootstrap?—?faster.

Lambda 58

Lambda AWS Serverless Software Review 58

Xebia

AUGUST 1, 2023

In this blog I will show how to implement a cache using DynamoDB and a lambda written in TypeScript. also defines an api gateway that will allow http access to the cache lambda. also defines an api gateway that will allow http access to the cache lambda. The lambda code is straight forward, implementing a GET and POST method.

Lambda 130

Lambda AWS Infrastructure Performance 130

AWS Machine Learning - AI

APRIL 18, 2024

In this post, we refer to these solutions collectively as the AVM layer. In parallel, the AVM layer invokes a Lambda function to generate Terraform code. Solution overview The AWS Landing Zone deployment uses a Lambda function for generating Terraform scripts from architectural inputs. Access to Amazon Bedrock models.

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AWS Applications Lambda Knowledge Base 123

AWS Machine Learning - AI

MARCH 15, 2024

In this post, we show you how to build a speech-capable order processing agent using Amazon Lex, Amazon Bedrock, and AWS Lambda. A Lambda function pulls the appropriate prompt template from the Lambda layer and formats model prompts by adding the customer input in the associated prompt template. awscli>=1.29.57

Generative AI 136

Generative AI Lambda AWS Artificial Inteligence 136

O'Reilly Media - Ideas

DECEMBER 8, 2020

Many ideas in functional programming came from Alonzo Church’s Lambda Calculus, which significantly predates anything that looks remotely like a modern computer. Yes, the Lambda Calculus has significant ties to set theory, logic, category theory, and many other branches of mathematics. What kind of math?

Programming 145

Programming Lambda Engineering Exercises 145

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Integrating it with the range of AWS serverless computing, networking, and content delivery services like AWS Lambda , Amazon API Gateway , and AWS Amplify facilitates the creation of an interactive tool to generate dynamic, responsive, and adaptive logos. This API will be used to invoke the Lambda function.

Lambda 124

Lambda AWS Generative AI Resources 124

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

JULY 31, 2023

You just implement a create, update and delete method in a Lambda and you are done. Deploy the zip file to the bucket To copy the zip file with the source code of the AWS Lambda of the custom resource provider, the buckets must already exist. Creating a custom resource in CloudFormation is really simple.

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AWS Lambda How To Resources 130

AWS Machine Learning - AI

JULY 3, 2024

Amazon Lambda : to run the backend code, which encompasses the generative logic. Image 2: Content generation steps The workflow is as follows: In step 1, the user selects a set of medical references and provides rules and additional guidelines on the marketing content in the brief.

Artificial Inteligence 123

Artificial Inteligence Generative AI Lambda Healthcare 123

AWS Machine Learning - AI

AUGUST 21, 2024

The following reference architecture illustrates what an automated review analysis solution could look like. This bucket will have event notifications enabled to invoke an AWS Lambda function to process the objects created or updated. Review Lambda quotas and function timeout to create batches.

Technical Review 122

Technical Review Software Review Systems Review Generative AI 122

Xebia

MARCH 8, 2023

You just implement a create, update and delete method in a Lambda and you are done. link] 🎤 the AWS profile name integration-test 🎤 the AWS region name eu-central-1 🎤 prefix for the S3 bucket name to store the lambda zipfiles? binxio-public 🎤 Access to lambda zip files?

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AWS Lambda How To Testing 130