AWS Machine Learning - AI

AUGUST 21, 2024

Customer reviews can reveal customer experiences with a product and serve as an invaluable source of information to the product teams. By continually monitoring these reviews over time, businesses can recognize changes in customer perceptions and uncover areas of improvement.

Technical Review 115

Technical Review Software Review Systems Review Lambda 115

AWS Machine Learning - AI

OCTOBER 29, 2024

To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. This post guides you through implementing a queue management system that automatically monitors available job slots and submits new jobs as slots become available. Choose Submit.

Scalability 105

Scalability Lambda Generative AI AWS 105

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 118

Artificial Intelligence Artificial Inteligence Biotech Lambda 118

AWS Machine Learning - AI

JANUARY 13, 2025

Manually reviewing and processing this information can be a challenging and time-consuming task, with a margin for potential errors. 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.

Education 87

Education Report Technical Review Generative AI 87

AWS Machine Learning - AI

NOVEMBER 7, 2024

This allows the agent to provide context and general information about car parts and systems. The Lambda function runs the database query against the appropriate OpenSearch Service indexes, searching for exact matches or using fuzzy matching for partial information. Python 3.9 or later Node.js

Lambda 114

Lambda Enterprise Automotive Knowledge Base 114

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.

Lambda 130

Lambda AWS Software Review Systems Review 130

AWS Machine Learning - AI

OCTOBER 29, 2024

Use case overview The organization in this scenario has noticed that during customer calls, some actions often get skipped due to the complexity of the discussions, and that there might be potential to centralize customer data to better understand how to improve customer interactions in the long run.

Generative AI 98

Generative AI Video Engineering Artificial Inteligence 98

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. You can use the code referenced in this post to connect your agents to other MCP servers to address challenges for your business.

Generative AI 129

Generative AI AWS Artificial Inteligence Software Review 129

Xebia

JANUARY 15, 2024

When you speak with software developers, they will probably tell you that they use design patterns. 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.

Lambda 130

Lambda AWS Software Review Serverless 130

AWS Machine Learning - AI

NOVEMBER 19, 2024

Organizations possess extensive repositories of digital documents and data that may remain underutilized due to their unstructured and dispersed nature. Solution overview This section outlines the architecture designed for an email support system using generative AI.

Knowledge Base 84

Knowledge Base Generative AI Technical Review AWS 84

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 79

Knowledge Base Lambda Enterprise AWS 79

AWS Machine Learning - AI

FEBRUARY 25, 2025

Troubleshooting infrastructure as code (IaC) errors often consumes valuable time and resources. This post demonstrates how you can use Amazon Bedrock Agents to create an intelligent solution to streamline the resolution of Terraform and AWS CloudFormation code issues through context-aware troubleshooting.

Lambda 61

Lambda Generative AI AWS Software Review 61

Hacker Earth Developers Blog

MARCH 3, 2020

It exists in variants that target the JVM (Kotlin/JVM), JavaScript (Kotlin/JS), and Native code (Kotlin/Native). Concise : Kotlin drastically reduces the amount of boilerplate code. The fewer lines of code mean that you spend less time to write, read, and debug the code. Why Kotlin? What can Kotlin be used for?

Software Review 49

Software Review Systems Review Exercises Course 49

AWS Machine Learning - AI

MAY 17, 2024

This involves building a human-in-the-loop process where humans play an active role in decision making alongside the AI system. Example overview To illustrate this example, consider a retail company that allows purchasers to post product reviews on their website. For most reviews, the system auto-generates a reply using an LLM.

Generative AI 124

Generative AI Artificial Inteligence Systems Review Software Review 124

AWS Machine Learning - AI

NOVEMBER 7, 2024

In the first part of the series, we showed how AI administrators can build a generative AI software as a service (SaaS) gateway to provide access to foundation models (FMs) on Amazon Bedrock to different lines of business (LOBs). It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker.

Generative AI 98

Generative AI AWS Enterprise Artificial Inteligence 98

Honeycomb

AUGUST 18, 2020

But every once in a while, teams or systems hit an inflection point where enough things change at once and the pattern of incidents shifts. 8/3 – Query engine lambda startup failures : A code change was merged that prevented the lambda-based portion of our query engine from starting. The meta-review.

Software Review 59

Software Review Systems Review Engineering Storage 59

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 79

Video Lambda AWS Generative AI 79

TechCrunch

MAY 17, 2022

More than half of participants in Encode’s coding bootcamps, most of whom are experienced web2 programmers looking to pivot into web3, land jobs in crypto upon completion, Beaumont estimated. Encode Club CEO and co-founder Anthony Beaumont Image Credits: Encode Club.

Blockchain 175

Blockchain Development Lambda Recruiting 175

Honeycomb

SEPTEMBER 9, 2022

In this review, we’ll go over interesting patterns associated with growth, and complex systems—and how these patterns challenged our operations. Our data storage has two tiers: hot data, stored on the query engine hosts, and cold data, stored in S3 and queried via AWS Lambda. That was where all the Lambda capacity was going.

Systems Review 64

Systems Review Technical Review Software Review Lambda 64

Honeycomb

SEPTEMBER 9, 2022

In this review, we’ll go over interesting patterns associated with growth, and complex systems—and how these patterns challenged our operations. Our data storage has two tiers: hot data, stored on the query engine hosts, and cold data, stored in S3 and queried via AWS Lambda. That was where all the Lambda capacity was going.

Systems Review 64

Systems Review Technical Review Software Review Lambda 64

Perficient

FEBRUARY 17, 2025

Kotlin : A modern, concise, and expressive programming language that runs on the JVM, is fully interoperable with Java, and is officially recommended by Google for Android app development due to its safety and productivity features. Understand cloud platforms like AWS and their core services (EC2, S3, Lambda). IoT Specializations.

Development 52

Development Software Review Technical Review Systems Review 52

CIO

JANUARY 16, 2023

based IT team can focus on building business value using a plethora of AWS services, including Amazon Aurora, Amazon SageMaker, Amazon Elastic Kubernetes, as well as other SaaS tools such as Automation Anywhere and IDeaS for the cloud-based revenue management system Choice built called Choice Max, also on AWS.

Hotels 217

Hotels Sustainability Cloud Data Center 217

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. This is achieved by writing Terraform code within an application-specific repository.

AWS 115

AWS Applications Lambda Knowledge Base 115

Hacker Earth Developers Blog

MARCH 3, 2020

It exists in variants that target the JVM (Kotlin/JVM), JavaScript (Kotlin/JS), and Native code (Kotlin/Native). Concise : Kotlin drastically reduces the amount of boilerplate code. The fewer lines of code mean that you spend less time to write, read, and debug the code. Why Kotlin? fun onLoad() {. window.document.body!!

Software Review 189

Software Review Systems Review Exercises Course 189

CIO

MAY 8, 2024

This helps reduce the points of failure due to human intervention. This is crucial for extracting insights from text-based data sources like social media feeds, customer reviews, and emails. But what does the future hold for the realm of data integration ? billion by 2025.

Innovation 153

Innovation Artificial Inteligence Data Serverless 153

O'Reilly Media - Ideas

JANUARY 22, 2019

If your job or business relies on systems engineering and operations, be sure to keep an eye on the following trends in the months ahead. Artificial intelligence for IT operations (AIOps) will allow for improved software delivery pipelines in 2019. Knative vs. AWS Lambda vs. Microsoft Azure Functions vs. Google Cloud.

Systems Review 99

Systems Review Trends Engineering System 99

AWS Machine Learning - AI

JANUARY 22, 2025

For an example of how to create a travel agent, refer to Agents for Amazon Bedrock now support memory retention and code interpretation (preview). In the response, you can review the flow traces, which provide detailed visibility into the execution process. Make sure the agent has user input functionality enabled.

Travel 112

Travel Hotels AWS Generative AI 112

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. An AI assistant is an intelligent system that understands natural language queries and interacts with various tools, data sources, and APIs to perform tasks or retrieve information on behalf of the user.

Artificial Inteligence 119

Artificial Inteligence Lambda Knowledge Base IoT 119

Honeycomb

NOVEMBER 10, 2021

The Linux version we were using had a bug causing EXT4 file system corruptions and crashes on our retriever instances (our main column store and query engine). . Terraform deleted one of our Lambda deploy artifacts for no known reason. Additionally, our Kafka cluster grows vertically due to licensing structures. Kafka scale-up.

Systems Review 141

Systems Review Software Review Lambda Metrics 141

AWS Machine Learning - AI

FEBRUARY 6, 2024

By extracting key data from testing reports, the system uses Amazon SageMaker JumpStart and other AWS AI services to generate CTDs in the proper format. Users can quickly review and adjust the computer-generated reports before submission. The user-friendly system also employs encryption for security.

Generative AI 113

Generative AI AWS Lambda Technical Review 113

AWS Machine Learning - AI

NOVEMBER 22, 2024

Using Amazon Bedrock, you can easily experiment with and evaluate top FMs for your use case, privately customize them with your data using techniques such as fine-tuning and Retrieval Augmented Generation (RAG), and build agents that execute tasks using your enterprise systems and data sources.

Generative AI 73

Generative AI AWS Technical Review Backup 73

Xebia

JANUARY 17, 2024

Rotating secrets is a critical element to your security posture that, when done manually, is often overlooked due to it being a more and more tedious and complex process as the company and secrets grow. In order to translate this into our serverless function we will need to do this process via code.

Serverless 130

Serverless Technical Review Software Review AWS 130

Xebia

MAY 21, 2024

This involves updating existing systems to take advantage of modern cloud-native architectures, technologies, and best practices, which always follow the six Pillars of AWS Well Architecture Framework: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability.

AWS 130

AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

JULY 3, 2024

These models demonstrate impressive performance in question answering, text summarization, code, and text generation. The use cases can range from medical information extraction and clinical notes summarization to marketing content generation and medical-legal review automation (MLR process).

Artificial Inteligence 113

Artificial Inteligence Generative AI Lambda Healthcare 113

Perficient

MAY 30, 2023

In this technical blog post, we will explore the limitations of Databricks regarding synchronous updates, introduce the pattern of “Simulating Synchronous Operations with Asynchronous Code,” and compare it with the widely adopted event-driven architecture. These services can help keep the data consistent between the two systems.

Software Review 59

Software Review Systems Review System Lambda 59

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

Honeycomb

MARCH 16, 2021

Sometimes, timestamps can be incorrect to begin with, due to an incorrect system clock on the host which generated them. Ideally, it’s actually true and not full of gaps due to late-arriving events. The worst-case latency is highest for a particular span in our code that runs on AWS Lambda.

Software Review 98

Software Review Systems Review Lambda Examples 98