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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AWS Machine Learning - AI

FEBRUARY 11, 2025

Although weather information is accessible through multiple channels, businesses that heavily rely on meteorological data require robust and scalable solutions to effectively manage and use these critical insights and reduce manual processes. Solution overview The diagram gives an overview and highlights the key components.

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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

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 Lambda Performance Artificial Inteligence 121

AWS Machine Learning - AI

APRIL 1, 2025

This AI-driven approach is particularly valuable in cloud development, where developers need to orchestrate multiple services while maintaining security, scalability, and cost-efficiency. Todays AI assistants can understand complex requirements, generate production-ready code, and help developers navigate technical challenges in real time.

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AWS Software Review Knowledge Base Artificial Inteligence 114

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.

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Generative AI Applications AWS Knowledge Base 100

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. It provides a powerful and scalable platform for executing large-scale batch jobs with minimal setup and management overhead.

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AWS Machine Learning - AI

MARCH 4, 2025

We demonstrate how to harness the power of LLMs to build an intelligent, scalable system that analyzes architecture documents and generates insightful recommendations based on AWS Well-Architected best practices. This scalability allows for more frequent and comprehensive reviews.

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Generative AI Technical Review Software Review Systems Review 96

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

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Video Lambda AWS Generative AI 83

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. AWS Lambda pricing is based on what you use.

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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.

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Artificial Inteligence Systems Review System Generative AI 93

AWS Machine Learning - AI

FEBRUARY 25, 2025

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

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Lambda Generative AI AWS Software Review 62

OverOps

SEPTEMBER 25, 2018

The majority of the JDK Enhancement Proposals (JEPs) in this version are about tweaking and improving performance of the JDK itself and will have a relatively small impact on developers’ daily work. Plus, JEP 333 introduces the experimental ZGC , a scalable low-latency garbage collector. It’s hard to argue with that.

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Lambda Scalability Games Course 257

AWS Machine Learning - AI

NOVEMBER 22, 2024

Building applications from individual components that each perform a discrete function helps you scale more easily and change applications more quickly. Inline mapping The inline map functionality allows you to perform parallel processing of array elements within a single Step Functions state machine execution.

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Generative AI AWS Technical Review Backup 77

Honeycomb

DECEMBER 12, 2019

When we introduced Secondary Storage two years ago, it was a deliberate compromise between economy and performance. They could query over longer time ranges, but with a substantial performance penalty; queries which used secondary storage took many times longer to run than those which didn’t. Enter AWS Lambda. Good old gzip.

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Lambda Storage Serverless Performance 86

LaunchDarkly

JUNE 5, 2019

The solution that we devised emerged after the Amazon Web Services (AWS) launched Lambda@Edge in mid-2017. We had already been using the powerful Lambda platform for certain infrastructure tasks and heavy lifting in AWS. Lambda@Edge NodeJS goodness. Performance. like setURI, setHeaders, or setOrigin.

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Lambda AWS Software Engineering Engineering 72

AWS Machine Learning - AI

NOVEMBER 14, 2024

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. Architecture The following figure shows the architecture of the solution.

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Artificial Inteligence Generative AI Travel AWS 101

The Agile Monkey

DECEMBER 22, 2022

However, these tools may not be suitable for more complex data or situations requiring scalability and robust business logic. In short, Booster is a Low-Code TypeScript framework that allows you to quickly and easily create a backend application in the cloud that is highly efficient, scalable, and reliable. WTF is Booster?

Scalability 98

Scalability AWS Authentication Open Source 98

Dzone - DevOps

JUNE 21, 2023

Microservices architecture is becoming increasingly popular as it enables organizations to build complex, scalable applications by breaking them down into smaller, independent services. Each microservice performs a specific function within the application and can be developed, deployed, and scaled independently.

Microservices 98

Microservices Architecture Lambda AWS 98

Confluent

SEPTEMBER 19, 2023

Discover the top 5 best practices for building event-driven architectures using Confluent and AWS Lambda. Learn how to optimize your architecture for scalability, reliability, and performance.

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Lambda Architecture AWS Scalability 69

Xebia

MAY 21, 2024

Many companies across various industries prioritize modernization in the cloud for several reasons, such as greater agility, scalability, reliability, and cost efficiency, enabling them to innovate faster and stay competitive in today’s rapidly evolving digital landscape.

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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

AWS Machine Learning - AI

APRIL 24, 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 using a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Artificial Inteligence 124

Artificial Inteligence Lambda Knowledge Base IoT 124

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.

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Artificial Inteligence AWS Lambda Metrics 126

AWS Machine Learning - AI

AUGUST 13, 2024

The Standard from processing steps are as follows: A user upload images of paper forms (PDF, PNG, JPEG) to Amazon Simple Storage Service (Amazon S3), a highly scalable and durable object storage service. The SQS message invokes an AWS Lambda The Lambda function is responsible for processing the new form data.

Healthcare 123

Healthcare Artificial Inteligence Analysis Lambda 123

AWS Machine Learning - AI

JULY 11, 2024

Diagram analysis and query generation : The Amazon Bedrock agent forwards the architecture diagram location to an action group that invokes an AWS Lambda. An AWS account with the appropriate IAM permissions to create Amazon Bedrock agents and knowledge bases, Lambda functions, and IAM roles.

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Software Review Infrastructure Lambda Generative AI 125

Dzone - DevOps

MAY 1, 2023

This was not only about rewriting applications, but the backend data stores were also redesigned in terms of dynamic scalability , high performance, and flexibility for event-driven architecture.

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Serverless Lambda Data AWS 94

AWS Machine Learning - AI

FEBRUARY 6, 2024

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 Lambda function reads the job ID and invokes an AWS Step Functions workflow for processing data files. The response data is stored in DynamoDB.

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Generative AI AWS Lambda Technical Review 118

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. Image processing workflow When the DynamoDB table is updated, DynamoDB Streams triggers a Lambda function to start a new Step Functions workflow.

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AWS Lambda Generative AI Report 132

AWS Machine Learning - AI

MARCH 7, 2025

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, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

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Generative AI Technical Review Insurance Policies 80

AWS Machine Learning - AI

MARCH 20, 2025

Asure anticipated that generative AI could aid contact center leaders to understand their teams support performance, identify gaps and pain points in their products, and recognize the most effective strategies for training customer support representatives using call transcripts.

Generative AI 71

Generative AI Artificial Inteligence Metrics AWS 71

AWS Machine Learning - AI

JULY 3, 2024

The steps could be AWS Lambda functions that generate prompts, parse foundation models’ output, or send email reminders using Amazon SES. A Lambda function generates a prompt that includes system instructions, the original message, and other needed information such as the current date and time.

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AWS Artificial Inteligence Generative AI Lambda 129

AWS Machine Learning - AI

AUGUST 21, 2024

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

Technical Review 119

Technical Review Software Review Systems Review Lambda 119

AWS Machine Learning - AI

JULY 10, 2024

To address these performance issues, several factors can be controlled. Some of the benefits include: Efficient retrieval : The hierarchical structure allows faster and more targeted retrieval of relevant information; first by performing semantic search on the child chunk and then returning the parent chunk during retrieval.

Knowledge Base 125

Knowledge Base Artificial Inteligence Lambda Applications 125

AWS Machine Learning - AI

APRIL 11, 2024

For optimal performance, you should customize the solution to your specific use case and existing IDP pipeline setup. In our solution, when an application wants to perform a semantic search, the search document is first converted into an embedding. An Amazon S3 object notification event invokes the embedding AWS Lambda function.

Artificial Inteligence 116

Artificial Inteligence Lambda AWS Machine Learning 116

CIO

OCTOBER 18, 2023

To do so, the team had to overcome three major challenges: scalability, quality and proactive monitoring, and accuracy. The project, dubbed Real-Time Prediction of Intradialytic Hypotension Using Machine Learning and Cloud Computing Infrastructure, has earned Fresenius Medical Care a 2023 CIO 100 Award in IT Excellence. “Our

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Artificial Inteligence Analytics Machine Learning Artificial Intelligence 200

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.

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