Xebia

FEBRUARY 19, 2024

In this blog post, we examine the relative costs of different language runtimes on AWS Lambda. Many languages can be used with AWS Lambda today, so we focus on four interesting ones. Rust just came to AWS Lambda in November 2023 , so probably a lot of folks are wondering whether to try it out.

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Lambda AWS Software Review Systems Review 130

AWS Machine Learning - AI

MARCH 4, 2025

To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. This allows teams to focus more on implementing improvements and optimizing AWS infrastructure. This systematic approach leads to more reliable and standardized evaluations.

Generative AI 96

Generative AI Technical Review Software Review Systems Review 96

AWS Machine Learning - AI

NOVEMBER 7, 2024

The agents also automatically call APIs to perform actions and access knowledge bases to provide additional information. The Lambda function runs the database query against the appropriate OpenSearch Service indexes, searching for exact matches or using fuzzy matching for partial information.

Lambda 118

Lambda Enterprise Automotive Knowledge Base 118

Xebia

AUGUST 3, 2023

I was sparked on a XKE to do a short experiment with using Golang for my AWS Lambda Functions. But the advantage of Python is that you can actually see the source code in the AWS Console and tweak it. Next to the performance improvement you actually check if your program compiles. We where talking about sustainability.

Lambda 130

Lambda AWS Serverless Energy 130

AWS Machine Learning - AI

NOVEMBER 1, 2024

Organizations can now label all Amazon Bedrock models with AWS cost allocation tags , aligning usage to specific organizational taxonomies such as cost centers, business units, and applications. By assigning AWS cost allocation tags, the organization can effectively monitor and track their Bedrock spend patterns.

Generative AI 130

Generative AI AWS Artificial Inteligence Budget 130

AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times.

Generative AI 102

Generative AI Video Engineering Artificial Inteligence 102

Xebia

AUGUST 29, 2023

How does High-Performance Computing on AWS differ from regular computing? For this HPC will bring massive parallel computing, cluster and workload managers and high-performance components to the table. AWS has two services to support your HPC workload. However, some tasks are very complex and require a different approach.

AWS 147

AWS Performance Storage Linux 147

AWS Machine Learning - AI

FEBRUARY 11, 2025

Enhancing AWS Support Engineering efficiency The AWS Support Engineering team faced the daunting task of manually sifting through numerous tools, internal sources, and AWS public documentation to find solutions for customer inquiries. Then we introduce the solution deployment using three AWS CloudFormation templates.

Knowledge Base 82

Knowledge Base Lambda Enterprise AWS 82

DevOps.com

DECEMBER 3, 2021

At the AWS re:Invent conference this week, Sumo Logic announced that in addition to collecting log data, metrics and traces, it now can collect telemetry data from the Lambda serverless computing service provided by Amazon Web Services (AWS).

Lambda 121

Lambda AWS Serverless Metrics 121

AWS Machine Learning - AI

OCTOBER 29, 2024

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

Generative AI 100

Generative AI Applications AWS Knowledge Base 100

AWS Machine Learning - AI

MARCH 20, 2025

Users can access these AI capabilities through their organizations single sign-on (SSO), collaborate with team members, and refine AI applications without needing AWS Management Console access. The workflow is as follows: The user logs into SageMaker Unified Studio using their organizations SSO from AWS IAM Identity Center.

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Generative AI Systems Review System Lambda 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. AWS Prototyping developed an AWS Cloud Development Kit (AWS CDK) stack for deployment following AWS best practices.

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AWS Lambda Performance Artificial Inteligence 121

AWS Machine Learning - AI

NOVEMBER 22, 2024

This post discusses how to use AWS Step Functions to efficiently coordinate multi-step generative AI workflows, such as parallelizing API calls to Amazon Bedrock to quickly gather answers to lists of submitted questions. Haiku model to receive answers to an array of questions because it’s a performant, fast, and cost-effective option.

Generative AI 77

Generative AI AWS Technical Review Backup 77

AWS Machine Learning - AI

FEBRUARY 11, 2025

We use various AWS services to deploy a complete solution that you can use to interact with an API providing real-time weather information. Amazon Bedrock Agents forwards the details from the user query to the action groups, which further invokes custom Lambda functions. In this solution, we use Amazon Bedrock Agents.

Virtualization 77

Virtualization Lambda AWS Authentication 77

AWS Machine Learning - AI

JANUARY 13, 2025

BQA reviews the performance of all education and training institutions, including schools, universities, and vocational institutes, thereby promoting the professional advancement of the nations human capital. The text summarization Lambda function is invoked by this new queue containing the extracted text.

Education 92

Education Report Technical Review Generative AI 92

AWS Machine Learning - AI

MARCH 13, 2025

These AI agents have demonstrated remarkable versatility, being able to perform tasks ranging from creative writing and code generation to data analysis and decision support. For more information about when to use AWS Config, see AWS AppConfig use cases.

Artificial Inteligence 84

Artificial Inteligence Lambda Generative AI Travel 84

Dzone - DevOps

DECEMBER 17, 2024

AWS Managed Microsoft Active Directory provides the ability to run directory-aware workloads in the AWS Cloud , including Microsoft SharePoint and custom.NET and SQL Server-based applications.

Lambda 97

Lambda AWS Operating System Resources 97

AWS Machine Learning - AI

NOVEMBER 19, 2024

Amazon Bedrock offers a serverless experience so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure. Monitoring – Monitors system performance and user activity to maintain operational reliability and efficiency.

Knowledge Base 89

Knowledge Base Generative AI Technical Review Lambda 89

MagmaLabs

JANUARY 16, 2023

It is an open-source tool created by the AWS team. It uses the Construct Programming Model (CPM) to generate CloudFormation templates and materializes them as AWS resources when deployed. Install & Configure AWS CLI. NOTE: This requires an AWS role with policy/AdministratorAccess access. aws/config file.

Lambda 98

Lambda AWS Construction .Net 98

Xebia

AUGUST 15, 2023

With Python you have a stubber that helps you mock the AWS API. Client } func New() (*Lambda, error) { cfg, err := config.LoadDefaultConfig(context.TODO()) m := new(Lambda) m.SetS3Client(s3.NewFromConfig(cfg)) NewFromConfig(cfg)) return m, err } func (x *Lambda) SetS3Client(client *s3.Client) PutObjectInput) (*s3.PutObjectOutput,

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Xebia

JULY 4, 2023

When using AWS API Gateway you can use the AWS Lambda authorizer for HTTP APIs to authorize the requests. In this blog I will show you how to validate a JWT token signed with KMS in a Lambda using the Golang runtime. Why would you want to validate the JWT at the Gateway?

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AWS Lambda Resources Performance 130

AWS Machine Learning - AI

NOVEMBER 21, 2024

When creating a scene of a person performing a sequence of actions, factors like the timing of movements, visual consistency, and smoothness of transitions contribute to the quality. Solution overview This audio/video segmentation solution combines several AWS services to create a robust annotation workflow.

Video 83

Video Lambda AWS Generative AI 83

AWS Machine Learning - AI

MARCH 13, 2025

You can also use batch inference to improve the performance of model inference on large datasets. 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.

Artificial Inteligence 93

Artificial Inteligence Systems Review System Generative AI 93

AWS Machine Learning - AI

OCTOBER 11, 2024

It uses Amazon Bedrock , AWS Health , AWS Step Functions , and other AWS services. 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.

Cloud 91

Cloud AWS Serverless Policies 91

Xebia

MAY 6, 2022

We recently ran into the problem where one of our Lambdas needed to reach out to a Pinpoint application running in a secondary account. First we create a role in the pinpoint account that is allowed to perform operations on the pinpoint application. Allowing the Lambda to assume the role. Add role assumption to the Lambda.

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AWS Resources Lambda Policies 130

AWS Machine Learning - AI

NOVEMBER 14, 2024

This is where AWS and generative AI can revolutionize the way we plan and prepare for our next adventure. This innovative service goes beyond traditional trip planning methods, offering real-time interaction through a chat-based interface and maintaining scalability, reliability, and data security through AWS native services.

Artificial Inteligence 101

Artificial Inteligence Generative AI Travel AWS 101

Xebia

OCTOBER 25, 2024

Due to this requirement, I used the API Gateway service from AWS. This allows you to use a Lambda function to use business logic to decide whether the call can be performed. Since this device is floating in a fermenting chamber, you can’t hook it up to the power grid or change batteries. Using a queue completely decouples it.

Serverless 130

Serverless Technical Review Lambda AWS 130

Dzone - DevOps

JUNE 7, 2023

AWS Lambda functions are a powerful tool for running serverless applications in the cloud. But as with any code, bugs can occur that can result in poor performance or even system crashes. Testing and debugging Lambda functions can help you identify potential issues before they become a problem.

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Lambda AWS Testing Serverless 90

AWS Machine Learning - AI

MARCH 18, 2025

This information can be used to support decision-making processes, such as site selection for future clinical trials, based on historical performance and compliance data. Continuous learning and improvement As more data is processed, the LLM can continuously learn and refine its recommendations, improving its performance over time.

Artificial Inteligence 76

Artificial Inteligence Technical Review Healthcare Systems Review 76

ParkMyCloud

MAY 20, 2019

Today’s entry into our exploration of public cloud prices focuses on AWS Lambda pricing. In this article, we’ll take a look at the Lambda pricing model, and some things you need to keep in mind when estimating costs for serverless infrastructure. How AWS Lambda Pricing Works. Why AWS Lambda Pricing is So Confusing.

Lambda 82

Lambda AWS Serverless Microservices 82

AWS Machine Learning - AI

JULY 3, 2024

To solve this problem, this post shows you how to apply AWS services such as Amazon Bedrock , AWS Step Functions , and Amazon Simple Email Service (Amazon SES) to build a fully-automated multilingual calendar artificial intelligence (AI) assistant. Iterate through the action-plan list and perform step 6 for each item.

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AWS Artificial Inteligence Generative AI Lambda 129

Xebia

MAY 21, 2024

Cloud modernization has become a prominent topic for organizations, and AWS plays a crucial role in helping them modernize their IT infrastructure, applications, and services. Overall, discussions on AWS modernization are focused on security, faster releases, efficiency, and steps towards GenAI and improved innovation.

AWS 130

AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

APRIL 18, 2024

Tools like Terraform and AWS CloudFormation are pivotal for such transitions, offering infrastructure as code (IaC) capabilities that define and manage complex cloud environments with precision. AWS Landing Zone addresses this need by offering a standardized approach to deploying AWS resources.

AWS 120

AWS Applications Lambda Knowledge Base 120

Cloud That

NOVEMBER 16, 2022

Permissions Required to Perform the Task. Steps to Create a Lambda Function. EC2 instances are the major AWS resources, in which applications’ data can be stored, run, and deployed. What if we want to send our running AWS Instances (servers) information to our team in form of logs for any purposes? Introduction.

Lambda 77

Lambda AWS Policies Resources 77

Dzone - DevOps

FEBRUARY 15, 2023

This article was authored by AWS Sr. In this article, you will understand the basics behind how Lambda execution environments operate and the different ways to improve the startup time and performance of Java applications on Lambda. Developer Advocate, Mohammed Fazalullah Qudrath, and published with permission.

AWS 93

AWS Performance Applications Serverless 93

AWS Machine Learning - AI

FEBRUARY 26, 2024

However, as these models continue to grow in size and complexity, monitoring their performance and behavior has become increasingly challenging. Monitoring the performance and behavior of LLMs is a critical task for ensuring their safety and effectiveness. The file saved on Amazon S3 creates an event that triggers a Lambda function.

Artificial Inteligence 126

Artificial Inteligence AWS Lambda Metrics 126

AWS Machine Learning - AI

MARCH 15, 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 via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Generative AI 133

Generative AI Lambda AWS Artificial Inteligence 133