AWS Machine Learning - AI

OCTOBER 29, 2024

To enable the video insights solution, the architecture uses a combination of AWS services, including the following: Amazon API Gateway is a fully managed service that makes it straightforward for developers to create, publish, maintain, monitor, and secure APIs at scale.

Generative AI 111

Generative AI Video Engineering Artificial Inteligence 111

AWS Machine Learning - AI

NOVEMBER 1, 2024

Without a scalable approach to controlling costs, organizations risk unbudgeted usage and cost overruns. This scalable, programmatic approach eliminates inefficient manual processes, reduces the risk of excess spending, and ensures that critical applications receive priority. However, there are considerations to keep in mind.

Generative AI 141

Generative AI AWS Artificial Inteligence Budget 141

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. Choose Generative AI application development profile and continue.

Generative AI 115

Generative AI Systems Review System Lambda 115

AWS Machine Learning - AI

MAY 1, 2025

For MCP implementation, you need a scalable infrastructure to host these servers and an infrastructure to host the large language model (LLM), which will perform actions with the tools implemented by the MCP server. We will deep dive into the MCP architecture later in this post.

Artificial Inteligence 114

Artificial Inteligence AWS Architecture Generative AI 114

AWS Machine Learning - AI

MARCH 13, 2025

Companies like Anthropic, Cohere, and Amazon have made significant strides in developing powerful language models capable of understanding and generating human-like content across multiple modalities, revolutionizing how businesses integrate and utilize artificial intelligence in their processes.

Artificial Inteligence 94

Artificial Inteligence Lambda Travel Generative AI 94

AWS Machine Learning - AI

JANUARY 13, 2025

The CIC program aims to foster innovation within the public sector by providing a collaborative environment where government entities can work closely with AWS consultants and university students to develop cutting-edge solutions using the latest cloud technologies.

Education 110

Education Report Technical Review Generative AI 110

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.

Generative AI 115

Generative AI Technical Review Software Review Systems Review 115

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. Responsible AI components promote the safe and responsible development of AI across tenants. It abstracts invocation details and accelerates application development.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

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.

Virtualization 83

Virtualization Lambda AWS Authentication 83

AWS Machine Learning - AI

APRIL 1, 2025

Were excited to announce the open source release of AWS MCP Servers for code assistants a suite of specialized Model Context Protocol (MCP) servers that bring Amazon Web Services (AWS) best practices directly to your development workflow. Developers need code assistants that understand the nuances of AWS services and best practices.

AWS 119

AWS Software Review Knowledge Base Artificial Inteligence 119

AWS Machine Learning - AI

FEBRUARY 25, 2025

Developers can spend multiple cycles searching for solutions across forums, troubleshooting repetitive issues, or trying to identify the root cause. In organizations with multi-account AWS environments , teams often maintain a centralized AWS environment for developers to deploy applications.

Lambda 64

Lambda Generative AI AWS Software Review 64

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 100

Video Lambda AWS Generative AI 100

Perficient

FEBRUARY 17, 2025

Nine years ago, I was eager to be a developer but found no convincing platform. This led to my career as an Android developer, where I had the opportunity to learn the nuances of building mobile applications. Web Development Web Development : Focuses on building the user interface (UI) and user experience (UX) of applications.

Development 52

Development Software Review Technical Review Systems Review 52

AWS Machine Learning - AI

OCTOBER 29, 2024

Recently, we’ve been witnessing the rapid development and evolution of generative AI applications, with observability and evaluation emerging as critical aspects for developers, data scientists, and stakeholders. We encourage you to explore this solution and integrate it into your workflows.

Generative AI 113

Generative AI Applications AWS Knowledge Base 113

AWS Machine Learning - AI

APRIL 30, 2025

Amazon Bedrock offers a choice of industry-leading FMs along with a broad set of capabilities to build generative AI applications, simplifying development with security, privacy, and responsible AI. Data sanitization workflow kicks off using AWS Step Functions consisting of AWS Lambda functions. The user starts the annotation process.

Artificial Inteligence 95

Artificial Inteligence Technical Review Software Review Generative AI 95

ParkMyCloud

MAY 20, 2019

Today’s entry into our exploration of public cloud prices focuses on AWS Lambda pricing. A recent survey showed that companies saved an average of 4 developer workdays per month by adopting serverless, and 21% of companies reported cost reduction as a main benefit. How AWS Lambda Pricing Works. Core Pricing.

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Lambda AWS Serverless Microservices 82

OverOps

SEPTEMBER 25, 2018

Most of the developers, teams, companies, etc. 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.

Lambda 257

Lambda Scalability Games Course 257

Erik Bernhardsson

OCTOBER 18, 2022

Infinite scalability. But just using it the way the meme above implies, seems as if we didn't fundamentally change development to take advantage of this new magic technology, we just sort of just think of it as an adapter. I think we're overdue for some larger change in how we develop, deploy, and run code. Fewer constraints.

Cloud 273

Cloud Lambda Software Engineering AWS 273

AWS Machine Learning - AI

MAY 2, 2025

The Amazon Bedrock multi-agent collaboration feature gives developers the flexibility to create and coordinate multiple AI agents, each specialized for specific tasks, to work together efficiently on complex business processes. Furthermore, the systems modular architecture facilitates seamless maintenance, updates, and scalability.

Real Estate 87

Real Estate Artificial Inteligence Knowledge Base Lambda 87

AWS Machine Learning - AI

NOVEMBER 22, 2024

The map functionality in Step Functions uses arrays to execute multiple tasks concurrently, significantly improving performance and scalability for workflows that involve repetitive operations. Furthermore, our solutions are designed to be scalable, ensuring that they can grow alongside your business.

Generative AI 96

Generative AI AWS Technical Review Backup 96

AWS Machine Learning - AI

NOVEMBER 14, 2024

With the significant developments in the field of generative AI , intelligent applications powered by foundation models (FMs) can help users map out an itinerary through an intuitive natural conversation interface. This is where AWS and generative AI can revolutionize the way we plan and prepare for our next adventure.

Artificial Inteligence 111

Artificial Inteligence Generative AI Travel AWS 111

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. This solution can be applied to other dashboards at a later stage.

AWS 129

AWS Lambda Performance Artificial Inteligence 129

LaunchDarkly

JUNE 5, 2019

TrueCar had been hosting its internet presence in one or more colocation facilities with traditional business, design, development, and operational staff working to produce a world-class website experience for consumers. The solution that we devised emerged after the Amazon Web Services (AWS) launched Lambda@Edge in mid-2017.

Lambda 72

Lambda AWS Software Engineering Engineering 72

The Agile Monkey

DECEMBER 22, 2022

Are you a backend developer looking to significantly boost your productivity , or an iOS (or mobile) developer wanting to become a full-stack developer in no time? The Problem When choosing a backend stack for a new app, developers often use no-code or low-code platforms like Firebase because they offer a variety of features.

Scalability 98

Scalability AWS Authentication Open Source 98

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 139

Generative AI Lambda AWS Artificial Inteligence 139

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.

Software Review 138

Software Review Infrastructure Lambda Generative AI 138

AWS Machine Learning - AI

MARCH 7, 2025

In this post, we describe the development journey of the generative AI companion for Mozart, the data, the architecture, and the evaluation of the pipeline. The development process underwent iterative improvements that included redesign, making multiple calls to the FM, and testing various FMs.

Generative AI 97

Generative AI Technical Review Insurance Policies 97

AWS Machine Learning - AI

APRIL 23, 2025

Designed with a serverless, cost-optimized architecture, the platform provisions SageMaker endpoints dynamically, providing efficient resource utilization while maintaining scalability. The endpoint lifecycle is orchestrated through dedicated AWS Lambda functions that handle creation and deletion.

Artificial Inteligence 66

Artificial Inteligence Open Source AWS Serverless 66

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

RapidValue

JANUARY 5, 2020

One such service is their serverless computing service , AWS Lambda. For the uninitiated, Lambda is an event-driven serverless computing platform that lets you run code without managing or provisioning servers and involves zero administration. How does AWS Lambda Work. Why use AWS Lambda? Read on to know. zip or jar.

Lambda 61

Lambda Serverless AWS Architecture 61

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.

AWS 130

AWS Strategy Serverless Microservices 130

Cloudera

JULY 26, 2021

With this first article of the two-part series on data product strategies, I am presenting some of the emerging themes in data product development and how they inform the prerequisites and foundational capabilities of an Enterprise data platform that would serve as the backbone for developing successful data product strategies.

Strategy 119

Strategy Development Data Analytics 119

Mobilunity

APRIL 7, 2025

Java, being one of the most versatile, secure, high-performance, and widely used programming languages in the world, enables businesses to build scalable, platform-independent applications across industries. But is there a proven way to guarantee landing with the right offshore Java developer and ensure a top-notch Java project?

UI/UX 40

UI/UX Technical Review Development Software Review 40

AWS Machine Learning - AI

APRIL 24, 2024

With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests. This post assesses two primary approaches for developing AI assistants: using managed services such as Agents for Amazon Bedrock , and employing open source technologies like LangChain.

Artificial Inteligence 137

Artificial Inteligence Lambda Knowledge Base IoT 137

AWS Machine Learning - AI

FEBRUARY 6, 2024

This post provides an overview of an end-to-end generative AI solution developed by Accenture for regulatory document authoring using SageMaker JumpStart and other AWS services. The WebSocket triggers an AWS Lambda function, which creates a record in Amazon DynamoDB. AI delivers a major leap forward.

Generative AI 130

Generative AI AWS Lambda Technical Review 130

AWS Machine Learning - AI

MARCH 14, 2024

In this post we highlight how the AWS Generative AI Innovation Center collaborated with the AWS Professional Services and PGA TOUR to develop a prototype virtual assistant using Amazon Bedrock that could enable fans to extract information about any event, player, hole or shot level details in a seamless interactive manner.

Generative AI 131

Generative AI Artificial Inteligence Virtualization UI/UX 131

AWS Machine Learning - AI

DECEMBER 4, 2024

To address these challenges, we introduce Amazon Bedrock IDE , an integrated environment for developing and customizing generative AI applications. Next, select Generative AI application development from the available profiles. Consider a global retail site operating across multiple regions and countries. Choose Create project.

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Generative AI Applications Technical Review Software Review 106