AWS Machine Learning - AI

MAY 2, 2025

Semantic word associations with API Gateway and Lambda While the initial word list generated by Amazon Rekognition provides a solid starting point, the user might be seeking a more specific or related word. Lambda : A Lambda function was deployed behind the API gateway to handle incoming web requests from the mobile app.

Generative AI 92

Generative AI AWS Lambda Authentication 92

Xebia

MARCH 8, 2023

Lambda calculus is one of the pinnacles of Computer Science, lying in the intersection between Logic, Programming, and Foundations of Mathematics. Most descriptions of lambda calculus present it as detached from any “real” programming experience, with a level of formality close to mathematical practice.

Lambda 130

Lambda Programming Course Artificial Inteligence 130

AWS Machine Learning - AI

APRIL 9, 2025

For instance, consider an AI-driven legal document analysis system designed for businesses of varying sizes, offering two primary subscription tiers: Basic and Pro. It also allows for a flexible and modular design, where new LLMs can be quickly plugged into or swapped out from a UI component without disrupting the overall system.

Artificial Inteligence 129

Artificial Inteligence Generative AI AWS Applications 129

AWS Machine Learning - AI

FEBRUARY 11, 2025

Amazon Q Business , a new generative AI-powered assistant, can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in an enterprises systems. Step Functions orchestrates AWS services like AWS Lambda and organization APIs like DataStore to ingest, process, and store data securely.

Knowledge Base 102

Knowledge Base Lambda Enterprise AWS 102

Crunchbase News

MARCH 4, 2025

Lambda , $480M, artificial intelligence: Lambda, which offers cloud computing services and hardware for training artificial intelligence software, raised a $480 million Series D co-led by Andra Capital and SGW. Lambda is also a provider of the latest GPUs by Nvidia , which are highly sought after by AI developers.

Artificial Intelligence 117

Artificial Intelligence Artificial Inteligence Biotech Lambda 117

Xebia

MARCH 8, 2023

We’re moving fast through this lambda calculus series! In part one, we laid out the foundations for working with JavaScript as a lambda calculus , and, through part 2, we added Booleans and numbers to our repertory. The Y combinator Enter the Y combinator , a very odd-looking term in lambda calculus.

Lambda 130

Lambda Programming Applications Examples 130

Dzone - DevOps

NOVEMBER 6, 2023

In this article, we will be discussing how to migrate a System API running in Mulesoft to AWS Lambda in a quick and efficient manner with the least effort. To start, let's understand what system API is in Mulesoft. What Is System API?

Lambda 98

Lambda AWS System Organization 98

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

AWS Machine Learning - AI

NOVEMBER 1, 2024

This feature uses system-defined inference profiles (predefined by Amazon Bedrock), which configure different model Amazon Resource Names (ARNs) from various Regions and unify them under a single model identifier (both model ID and ARN). There are two primary approaches to obtain the appropriate inference profile ARN.

Generative AI 142

Generative AI AWS Artificial Inteligence Budget 142

Xebia

JANUARY 26, 2025

The CheckoutProcess name describes what it is, a role used by, for example, a lambda function that processes the checkout. Whether youre modernizing applications or maintaining legacy systems, these strategies will help you harness the full potential of cloud-based development. So, for an IAM Role, that could be Joris-CheckoutProcess.

Weak Development Team 162

Weak Development Team Serverless Lambda Resources 162

AWS Machine Learning - AI

MARCH 13, 2025

Alternatively, asynchronous choreography follows an event-driven pattern where agents operate autonomously, triggered by events or state changes in the system. These systems are composed of multiple AI agents that converse with each other or execute complex tasks through a series of choreographed or orchestrated processes.

Artificial Inteligence 95

Artificial Inteligence Lambda Generative AI Travel 95

AWS Machine Learning - AI

NOVEMBER 19, 2024

Solution overview This section outlines the architecture designed for an email support system using generative AI. High Level System Design The solution consists of the following components: Email service – This component manages incoming and outgoing customer emails, serving as the primary interface for email communications.

Knowledge Base 109

Knowledge Base Generative AI Technical Review Lambda 109

AWS Machine Learning - AI

MARCH 18, 2025

Audio-to-text translation The recorded audio is processed through an advanced speech recognition (ASR) system, which converts the audio into text transcripts. Data integration and reporting The extracted insights and recommendations are integrated into the relevant clinical trial management systems, EHRs, and reporting mechanisms.

Artificial Inteligence 113

Artificial Inteligence Technical Review Healthcare Systems Review 113

AWS Machine Learning - AI

MAY 1, 2025

Organizations implementing agents and agent-based systems often experience challenges such as implementing multiple tools, function calling, and orchestrating the workflows of the tool calling. MCP overcomes these limitations by establishing a standardized client-server architecture specifically designed for efficient and secure integration.

Artificial Inteligence 117

Artificial Inteligence AWS Architecture Generative AI 117

AWS Machine Learning - AI

OCTOBER 29, 2024

AWS Lambda is an event-driven compute service that lets you run code for virtually any type of application or backend service without provisioning or managing servers. You can invoke Lambda functions from over 200 AWS services and software-as-a-service (SaaS) applications.

Generative AI 111

Generative AI Video Engineering Artificial Inteligence 111

AWS Machine Learning - AI

JANUARY 13, 2025

Amazon SQS serves as a buffer, enabling the different components to send and receive messages in a reliable manner without being directly coupled, enhancing scalability and fault tolerance of the system. The text summarization Lambda function is invoked by this new queue containing the extracted text.

Education 112

Education Report Technical Review Generative AI 112

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.

Video 102

Video Lambda AWS Generative AI 102

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. Alternatively, you can use AWS Lambda and implement your own logic, or use open source tools such as fmeval. The tenant management component is responsible for managing and administering these tenants within the system.

Generative AI 113

Generative AI AWS Artificial Inteligence Enterprise 113

AWS Machine Learning - AI

MAY 2, 2025

The role of financial assistant This post explores a financial assistant system that specializes in three key tasks: portfolio creation, company research, and communication. Portfolio creation begins with a thorough analysis of user requirements, where the system determines specific criteria such as the number of companies and industry focus.

Real Estate 91

Real Estate Artificial Inteligence Knowledge Base Lambda 91

Dzone - DevOps

DECEMBER 17, 2024

AWS Lambda runs code on a high-availability compute infrastructure and performs all of the administration of the compute resources, including server and operating system maintenance, capacity provisioning, automatic scaling, and logging.

Lambda 97

Lambda AWS Operating System Resources 97

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.

Lambda 90

Lambda AWS Testing Serverless 90

TechCrunch

FEBRUARY 1, 2022

Like many Nigerians, Yusuf believes the traditional schooling system is insufficient to get university graduates decent jobs. . The company’s model is akin to BloomTech’s (formerly Lambda School).

Software Engineering 348

Software Engineering Engineering Lambda Programming 348

AWS Machine Learning - AI

MARCH 4, 2025

As systems scale, conducting thorough AWS Well-Architected Framework Reviews (WAFRs) becomes even more crucial, offering deeper insights and strategic value to help organizations optimize their growing cloud environments. The WAFR reviewer, based on Lambda and AWS Step Functions , is activated by Amazon SQS.

Generative AI 118

Generative AI Technical Review Software Review Systems Review 118

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

APRIL 1, 2025

AWS Cloud Development Kit (AWS CDK) Delivers AWS CDK knowledge with tools for implementing best practices, security configurations with cdk-nag , Powertools for AWS Lambda integration, and specialized constructs for generative AI services. She specializes in Generative AI, distributed systems, and cloud computing.

AWS 119

AWS Software Review Knowledge Base Artificial Inteligence 119

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.

Lambda 65

Lambda Generative AI AWS Software Review 65

AWS Machine Learning - AI

FEBRUARY 4, 2025

It demonstrates strategies and techniques for orchestrating Amazon Bedrock agents and action groups to seamlessly integrate generative AI with existing business systems, enabling efficient data access and unlocking the full potential of generative AI.

System 70

System Generative AI Groups Strategy 70

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. The CloudFormation template provisions resources such as Amazon Data Firehose delivery streams, AWS Lambda functions, Amazon S3 buckets, and AWS Glue crawlers and databases.

Generative AI 113

Generative AI Applications AWS Knowledge Base 113

AWS Machine Learning - AI

APRIL 1, 2025

AI agents extend large language models (LLMs) by interacting with external systems, executing complex workflows, and maintaining contextual awareness across operations. Whether youre connecting to external systems or internal data stores or tools, you can now use MCP to interface with all of them in the same way.

Generative AI 134

Generative AI AWS Artificial Inteligence Software Review 134

AWS Machine Learning - AI

MARCH 15, 2024

However, existing solutions can often fall into two categories: rule-based systems that demand substantial time and effort for setup and upkeep, or rigid systems that lack the flexibility required for human-like interactions with customers. This can be done with a Lambda layer or by using a specific AMI with the required libraries.

Generative AI 139

Generative AI Lambda AWS Artificial Inteligence 139

Honeycomb

DECEMBER 12, 2019

Enter AWS Lambda. Amazon’s marketing of Lambda focuses on its use cases for data pipelines and as the basis of serverless API backends, but doesn’t dwell on what the service actually is: CPUs on demand, sold in 100ms increments. We use Lambda to accelerate the “secondary” part of secondary storage queries.

Lambda 86

Lambda Storage Serverless Performance 86

TechCrunch

DECEMBER 10, 2020

Current customers include VillageMD, Plume, Lambda School, Ohi Tech, Proxy and Carta Healthcare. At the same time, it’s been growing revenues and growing its customer base, jumping from revenues of $9.5 million in October to $12 million in November, increasing 17x since first becoming generally available 14 months ago.

Engineering 325

Engineering Artificial Inteligence Lambda Machine Learning 325

AWS Machine Learning - AI

APRIL 30, 2025

Consider this: when you sign in to a software system, a log is recorded to make sure theres an accurate record of activityessential for accountability and security. An accountant will select specific transactions in both systems and choose Generate AI Rule. When complete, raw data is stored into an encrypted S3 bucket.

Artificial Inteligence 103

Artificial Inteligence Technical Review Software Review Generative AI 103

AWS Machine Learning - AI

APRIL 22, 2025

The absence of such a system hinders effective knowledge sharing and utilization, limiting the overall impact of events and workshops. Real-time transcription processing To facilitate real-time accessibility, the system uses MediaLive to isolate audio from the live video stream.

Media 82

Media Knowledge Base AWS Systems Review 82

AWS Machine Learning - AI

APRIL 23, 2025

By using Mixtral-8x7B for abstractive summarization and title generation, alongside a BERT-based NER model for structured metadata extraction, the system significantly improves the organization and retrieval of scanned documents. The endpoint lifecycle is orchestrated through dedicated AWS Lambda functions that handle creation and deletion.

Artificial Inteligence 67

Artificial Inteligence Open Source AWS Serverless 67