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. Update the due date for a JIRA ticket.

Generative AI 94

Generative AI Systems Review System Lambda 94

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 88

Education Report Technical Review Generative AI 88

AWS Machine Learning - AI

DECEMBER 4, 2024

They have structured data such as sales transactions and revenue metrics stored in databases, alongside unstructured data such as customer reviews and marketing reports collected from various channels. This includes setting up Amazon API Gateway , AWS Lambda functions, and Amazon Athena to enable querying the structured sales data.

Generative AI 94

Generative AI Applications Technical Review Software Review 94

AWS Machine Learning - AI

MARCH 5, 2025

Review the source document excerpt provided in XML tags below - For each meaningful domain fact in the , extract an unambiguous question-answer-fact set in JSON format including a question and answer pair encapsulating the fact in the form of a short sentence, followed by a minimally expressed fact extracted from the answer.

Generative AI 73

Generative AI Systems Review Software Review Artificial Inteligence 73

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

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

AWS Machine Learning - AI

JULY 11, 2024

In the diverse toolkit available for deploying cloud infrastructure, Agents for Amazon Bedrock offers a practical and innovative option for teams looking to enhance their infrastructure as code (IaC) processes. This gives your agent access to required services, such as Lambda. Create a service role for Agents for Amazon Bedrock.

Software Review 121

Software Review Infrastructure Lambda Generative AI 121

AWS Machine Learning - AI

NOVEMBER 14, 2024

In this post, we provide a step-by-step guide with the building blocks needed for creating a Streamlit application to process and review invoices from multiple vendors. The results are shown in a Streamlit app, with the invoices and extracted information displayed side-by-side for quick review.

Software Review 92

Software Review Technical Review AWS Artificial Inteligence 92

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 99

Generative AI AWS Enterprise Artificial Inteligence 99

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 80

Video Lambda AWS Generative AI 80

AWS Machine Learning - AI

NOVEMBER 22, 2024

You can change and add steps without even writing code, so you can more easily evolve your application and innovate faster. The map functionality in Step Functions uses arrays to execute multiple tasks concurrently, significantly improving performance and scalability for workflows that involve repetitive operations.

Generative AI 74

Generative AI AWS Technical Review Backup 74

High Scalability

FEBRUARY 22, 2019

It has 39 mostly 5 star reviews. 2% : of sales spent by consumer packaged goods companies on R&D (14% for tech); 272 million : metric tons of plastic are produced each year around the globe; 100+ fp s: Google's Edge TPU; 6,000 : bugs per million lines of code; 2.2 I wrote Explain the Cloud Like I'm 10 just for them.

Scalability 15

Scalability Internet Software Review Lambda 15

Dzone - DevOps

APRIL 24, 2023

Cloud computing has revolutionized the software industry in the last 10 years. Today, most organizations prefer to host applications and services on the cloud due to ease of deployment, high security, scalability, and cheap maintenance costs over on-premise infrastructure.

AWS 98

AWS Lambda Software Review Artificial Inteligence 98

Perficient

FEBRUARY 17, 2025

React : A JavaScript library developed by Facebook for building fast and scalable user interfaces using a component-based architecture. Technologies : Node.js : A JavaScript runtime that allows developers to build fast, scalable server-side applications using a non-blocking, event-driven architecture.

Development 52

Development Software Review Technical Review Systems Review 52

AWS Machine Learning - AI

MAY 17, 2024

In this blog post, you will learn about prompt chaining, how to break a complex task into multiple tasks to use prompt chaining with an LLM in a specific order, and how to involve a human to review the response generated by the LLM. For most reviews, the system auto-generates a reply using an LLM.

Generative AI 125

Generative AI Artificial Inteligence Systems Review Software Review 125

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

AWS Machine Learning - AI

APRIL 24, 2024

They provide a strategic advantage for developers and organizations by simplifying infrastructure management, enhancing scalability, improving security, and reducing undifferentiated heavy lifting. They also allow for simpler application layer code because the routing logic, vectorization, and memory is fully managed.

Artificial Inteligence 120

Artificial Inteligence Lambda Knowledge Base IoT 120

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 user sends a question (NLQ) as a JSON event.

AWS 117

AWS Lambda Performance Artificial Inteligence 117

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

CIO

JANUARY 16, 2023

To ensure more sustainable operations, the company’s tech staff also relies on Amazon Lambda’s serverless, event-driven compute services to run code without provisioning servers. It is a significant energy saver that enables Choice to pay for only what it uses.

Hotels 217

Hotels Sustainability Cloud Data Center 217

AWS Machine Learning - AI

FEBRUARY 6, 2024

Users can quickly review and adjust the computer-generated reports before submission. Solution overview Accenture built an AI-based solution that automatically generates a CTD document in the required format, along with the flexibility for users to review and edit the generated content​. The response data is stored in DynamoDB.

Generative AI 114

Generative AI AWS Lambda Technical Review 114

AWS Machine Learning - AI

MARCH 20, 2025

The Asure team was manually analyzing thousands of call transcripts to uncover themes and trends, a process that lacked scalability. Staying ahead in this competitive landscape demands agile, scalable, and intelligent solutions that can adapt to changing demands.

Generative AI 69

Generative AI Artificial Inteligence Metrics AWS 69

Mentormate

JANUARY 7, 2021

Below is a review of the main announcements that impact compute, database, storage, networking, machine learning, and development. We empower ourselves to monitor and test these new service releases and seek ways to help our clients become more successful through improved security, scalability, resiliency, and cost-optimization.

AWS 98

AWS Lambda Software Review Serverless 98

Xebia

JANUARY 19, 2023

The following is a review of the book Fundamentals of Data Engineering by Joe Reis and Matt Housley, published by O’Reilly in June of 2022, and some takeaway lessons. Software Engineering Software Engineering has always been a central skill for data engineers. The audience is very broad when described that way.

Data Engineering 130

Data Engineering Engineering Data Technical Review 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 114

Artificial Inteligence Generative AI Lambda Healthcare 114

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

CircleCI

JULY 22, 2022

Self-hosted runners allow you to host your own scalable execution environments in your private cloud or on-premises, giving you more flexibility to customize and control your CI/CD infrastructure. The Lambda function created in a subsequent step will update these values to match your scaling requirements. Step 7: Review.

AWS 98

AWS Lambda Meeting Software Review 98

AWS Machine Learning - AI

SEPTEMBER 20, 2024

These agents help users complete actions based on organizational data and user input, orchestrating interactions between foundation models (FMs), data sources, software applications, and user conversations. The following GitHub repository contains the Python AWS CDK code to deploy the same example.

Generative AI 98

Generative AI Lambda Applications AWS 98

High Scalability

MARCH 8, 2019

It has 40 mostly 5 star reviews. Don't miss all that the Internet has to say on Scalability, click below and become eventually consistent with all scalability knowledge (which means this post has many more items to read so please keep on reading). I wrote Explain the Cloud Like I'm 10 just for them. So many more quotes.

Scalability 58

Scalability Internet Telecommunications Lambda 58

High Scalability

APRIL 19, 2019

On Amazon it has 44 mostly 5 star reviews (102 on Goodreads). Don't miss all that the Internet has to say on Scalability, click below and become eventually consistent with all scalability knowledge (which means this post has many more items to read so please keep on reading). I'd greatly appreciate your support on Patreon.

Scalability 11

Scalability Internet Lambda Survey 11

Stackery

JUNE 14, 2019

Ben Kehoe recently wrote a post about AWS API Gateway to Lambda integration: How you should?—?and use API Gateway proxy integration with Lambda. When these three features are put together, it can turn API Gateway into a passthrough, letting you use your favorite web framework in a single Lambda to do all your routing and processing.

Lambda 45

Lambda Serverless Software Review Systems Review 45

O'Reilly Media - Ideas

FEBRUARY 6, 2019

The Power of Lean in Software Projects: Less Wasted Effort and More Product Results , March 14. Beginner’s Guide to Writing AWS Lambda Functions in Python , March 1. Programming with Java Lambdas and Streams , March 5. Java Full Throttle with Paul Deitel: A One-Day, Code-Intensive Java Standard Edition Presentation , March 12.

Artificial Inteligence 17

Artificial Inteligence Course Training Artificial Intelligence 17

The Agile Monkey

JUNE 7, 2019

As a result, we only have to think about our code, architecture and which services to use. In this web application the user is able to suggest the addition of new tools to the catalog, find tools based on certain criteria, and review tools if registered. In our case, we used AWS DynamoDB, Cognito, API Gateway, SNS and Lambdas.

Serverless 75

Serverless Lambda AWS Software Review 75

AWS Machine Learning - AI

SEPTEMBER 24, 2024

A CloudFormation stack to create an Amazon Lex bot and an AWS Lambda fulfillment function, which implement the core Retrieval Augmented Generation (RAG) question answering capability. On the Configure stack options page, choose Next On the Review and create page, acknowledge the IAM capabilities message and choose Submit. Choose Next.

Knowledge Base 89

Knowledge Base Generative AI Artificial Inteligence Lambda 89

Kaseya

MAY 13, 2021

A cloud service provider generally establishes public cloud platforms, manages private cloud platforms and/or offers on-demand cloud computing services such as: Infrastructure-as-a-Service (IaaS) Software-as-a-Service (SaaS) Platform-as-a-Service (PaaS) Disaster Recovery-as-a-Service (DRaaS). Scalability and Elasticity. Cost-Efficient.

Google Cloud 122

Google Cloud Azure AWS Cloud 122

AWS Machine Learning - AI

FEBRUARY 19, 2024

Even with open source libraries, significant effort is required to write code, determine optimal chunk size, generate embeddings, and more. Upload the knowledgebase-lambdalayer.zip file available under the /lambda/layer folder in the GitHub repo you cloned earlier and choose Upload. Navigate to the lambdalayer folder. Choose Next.

Knowledge Base 108

Knowledge Base Artificial Inteligence Applications Lambda 108

AWS Machine Learning - AI

NOVEMBER 24, 2023

The platform enables you to create managed agents for complex business tasks without the need for coding, such as booking travel, processing insurance claims, creating ad campaigns, and managing inventory. AWS Lambda – AWS Lambda provides serverless compute for processing. This could be any database of your choice.

eCommerce 104

eCommerce Generative AI Lambda AWS 104