Examples, Lambda and Software Review

Building Resilient Public Networking on AWS: Part 4

Xebia

OCTOBER 23, 2024

Region Evacuation with DNS Approach: Our third post discussed deploying web server infrastructure across multiple regions and reviewed the DNS regional evacuation approach using AWS Route 53. But to keep this example as simple as possible, we will use a built-in feature of AWS Global Accelerator that routes traffic to the healthy endpoints.

AWS

AWS Network Software Review Lambda

Build a video insights and summarization engine using generative AI with Amazon Bedrock

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

Generative AI Video Engineering Artificial Inteligence

Ground truth generation and review best practices for evaluating generative AI question-answering with FMEval

AWS Machine Learning - AI

MARCH 5, 2025

For example, if ground truth is generated by LLMs before the involvement of SMEs, SMEs will still be needed to identify which questions are fundamental to the business and then align the ground truth with business value as part of a human-in-the-loop process. For our example, we work with Anthropics Claude LLM on Amazon Bedrock.

Generative AI

Generative AI Systems Review Artificial Inteligence Software Review

Webinars

How to Achieve High-Accuracy Results When Using LLMs

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Enhance customer support with Amazon Bedrock Agents by integrating enterprise data APIs

AWS Machine Learning - AI

NOVEMBER 7, 2024

Although the principles discussed are applicable across various industries, we use an automotive parts retailer as our primary example throughout this post. The Lambda function runs the database query against the appropriate OpenSearch Service indexes, searching for exact matches or using fuzzy matching for partial information.

Lambda

Lambda Enterprise Automotive Knowledge Base

AWS Lambda Benchmarking

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

Lambda AWS Software Review Systems Review

How BQA streamlines education quality reporting using Amazon Bedrock

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

Education Report Technical Review Generative AI

Create generative AI agents that interact with your companies’ systems in a few clicks using Amazon Bedrock in Amazon SageMaker Unified Studio

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

Generative AI Systems Review System Lambda

Using design patterns in AWS Lambda

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

Lambda AWS Software Review Serverless

Amazon Q Business simplifies integration of enterprise knowledge bases at scale

AWS Machine Learning - AI

FEBRUARY 11, 2025

The following diagram illustrates an example architecture for ingesting data through an endpoint interfacing with a large corpus. Step Functions orchestrates AWS services like AWS Lambda and organization APIs like DataStore to ingest, process, and store data securely. The fetched data is put into an S3 data store bucket for processing.

Knowledge Base

Knowledge Base Lambda Enterprise AWS

Automate Lambda Dependencies with Terraform

Xebia

JANUARY 17, 2024

Recently I have been working on a few projects that involved Lambda functions. Dir Structure For this solution to work the project directory should be structured in a way so that terraform can find the dependencies you are looking to install to your Lambda. requests>=2.0.0 config } provider "aws" { #.

Lambda

Lambda AWS Resources Software Review

Accelerating insurance policy reviews with generative AI: Verisk’s Mozart companion

AWS Machine Learning - AI

MARCH 7, 2025

Through advanced data analytics, software, scientific research, and deep industry knowledge, Verisk helps build global resilience across individuals, communities, and businesses. Verisk has a governance council that reviews generative AI solutions to make sure that they meet Verisks standards of security, compliance, and data use.

Generative AI

Generative AI Technical Review Insurance Policies

Analyze customer reviews using Amazon Bedrock

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

Technical Review Software Review Systems Review Generative AI

Automate invoice processing with Streamlit and Amazon Bedrock

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

Software Review Technical Review AWS Artificial Inteligence

Using Agents for Amazon Bedrock to interactively generate infrastructure as code

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. For the JSON structure, use the example provided in the repository. Create a service role for Agents for Amazon Bedrock.

Software Review

Software Review Infrastructure Lambda Generative AI

Automate emails for task management using Amazon Bedrock Agents, Amazon Bedrock Knowledge Bases, and Amazon Bedrock Guardrails

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. An email handler AWS Lambda function is invoked by WorkMail upon the receipt of an email, and acts as the intermediary that receives requests and passes it to the appropriate agent.

Knowledge Base

Knowledge Base Generative AI Technical Review AWS

Accelerate IaC troubleshooting with Amazon Bedrock Agents

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

Lambda Generative AI AWS Software Review

Enhance speech synthesis and video generation models with RLHF using audio and video segmentation in Amazon SageMaker

AWS Machine Learning - AI

NOVEMBER 21, 2024

For example, in speech generation, an unnatural pause might last only a fraction of a second, but its impact on perceived quality is significant. Pre-annotation and post-annotation AWS Lambda functions are optional components that can enhance the workflow.

Video

Video Lambda AWS Generative AI

5 Simple Ways to Improve Security with Lambda at Edge

Modus Create

FEBRUARY 20, 2020

Lambda@Edge is Amazon Web Services’s (AWS’s) Lambda service run on the Amazon CloudFront Global Edge Network. You can utilize this service to run code in a serverless fashion at a location that is close to the end user. There are numerous measures you can take to improve security with Lambda@Edge. Directions.

Lambda

Lambda Transportation Software Review Policies

How GoDaddy built a category generation system at scale with batch inference for Amazon Bedrock

AWS Machine Learning - AI

MARCH 13, 2025

For example: Input: Fruit by the Foot Starburst Output: color -> multi-colored, material -> candy, category -> snacks, product_line -> Fruit by the Foot, GoDaddy used an out-of-the-box Meta Llama 2 model to generate the product categories for six million products where a product is identified by an SKU.

Artificial Inteligence

Artificial Inteligence Systems Review System Generative AI

Build a multi-tenant generative AI environment for your enterprise on AWS

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

Generative AI AWS Artificial Inteligence Enterprise

Getting started with Kotlin

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? val name: String?

Software Review

Software Review Systems Review Exercises Course

Using Golang for your Serverless projects

Xebia

DECEMBER 19, 2023

In one of my previous blogs I wrote why I switched to compiled languages for my lambda functions. But using Golang for your lambda functions does add some challenges. This is because each lambda function needs to be its own module. This is now scattered over your lambda functions. files, forming its own module.

Serverless

Serverless Lambda Software Review Technical Review

Introducing multi-turn conversation with an agent node for Amazon Bedrock Flows (preview)

AWS Machine Learning - AI

JANUARY 22, 2025

Prerequisites For this example, you need the following: An AWS account and a user with an AWS Identity and Access Management (IAM) role authorized to use Bedrock. For an example of how to create a travel agent, refer to Agents for Amazon Bedrock now support memory retention and code interpretation (preview).

Travel

Travel Hotels AWS Generative AI

Generate customized, compliant application IaC scripts for AWS Landing Zone using Amazon Bedrock

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. The following is an example of a customized Terraform-based AWS Landing Zone solution, in which each application resides in its own AWS account.

AWS

AWS Applications Lambda Knowledge Base

Building Generative AI prompt chaining workflows with human in the loop

AWS Machine Learning - AI

MAY 17, 2024

This includes task context, data that you pass to the model, conversation and action history, instructions, and even examples. Example overview To illustrate this example, consider a retail company that allows purchasers to post product reviews on their website. Here are the steps in the review response workflow.

Generative AI

Generative AI Artificial Inteligence Systems Review Software Review

A complete guide on getting started with Kotlin [Cheat Sheet Included]

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? val name: String? fun onLoad() {.

Software Review

Software Review Systems Review Exercises Course

Stoa School wants to bring the vision of the ‘alternative MBA’ to India

TechCrunch

NOVEMBER 9, 2021

While no single company has perfectly cracked the code yet, Stoa School isn’t phased. At the same time, Kunkolienkar was running a Lambda School for India, but realizing that “the financing and collections infrastructure in India isn’t evolved enough to run ISAs at scale.”

Education

Education Technical Review Lambda Quality Assurance

Orchestrate generative AI workflows with Amazon Bedrock and AWS Step Functions

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. We've worked with clients across the globe, for instance, our project with Example Corp involved a sophisticated upgrade of their system. Software updates and upgrades are a critical part of our service.

Generative AI

Generative AI AWS Technical Review Backup

Enhance conversational AI with advanced routing techniques with Amazon Bedrock

AWS Machine Learning - AI

APRIL 24, 2024

They also allow for simpler application layer code because the routing logic, vectorization, and memory is fully managed. The workflow is composed of the following steps: The process begins when a user requests the assistant to perform a task; for example, asking for the maximum data points for a specific IoT device device_xxx.

Artificial Inteligence

Artificial Inteligence Lambda Knowledge Base IoT

Conversational Kotlin: A Look at the Benefits of Readable Code

Tenable

JULY 30, 2020

In the latest blog from Engineering@Tenable , we explore how the goal of readable code can help engineering teams minimize errors and expedite software updates. It’s probably a safe assumption that most software engineers, on multiple occasions, have opened an old code base and had to divine the intentions of the author.

Software Review

Software Review Technical Review Lambda Groups

Quickly Turn ALB/ELB Status Codes into an Issue-Seeking Heatmap

Honeycomb

MAY 18, 2022

In this post, I’ll show you how using Honeycomb, we can quickly pinpoint the source of our status codes, so we know what’s happening and whether our team should drop everything to work on a fix. . This post will walk you through how to: Surface issues from ALB/ELB status codes. A Honeycomb API key ( create a free account ) .

Software Review

Software Review Lambda AWS Load Balancer

CBRE and AWS perform natural language queries of structured data using Amazon Bedrock

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

AWS Lambda Performance Artificial Inteligence

Benchmarking AWS Lambda runtimes in 2019 (Part II)

The Agile Monkey

JULY 15, 2019

We continue benchmarking AWS Lambda… In Part I of this blog we tested the performance of a Hello World example for 8 different runtimes and got us some very interesting metrics. Lambda Pre-requisites AWS Lambda functions interact with other AWS services or APIs through libraries. However, we didn’t stop there.

Lambda

Lambda AWS Software Review Serverless

Benchmarking AWS Lambda runtimes in 2019 (part I)

The Agile Monkey

JULY 4, 2019

Have you ever wondered whether your AWS Lambda could be faster if you used a different runtime? AWS Lambda allows us to execute code in the cloud without needing to provision anything. As an addition to all the available runtimes in AWS Lambda, AWS announced Custom Runtimes at Re:Invent 2018. Rust, Node.js 8.10, C# (.NET

Lambda

Lambda AWS Comparison Serverless

Rotating secrets with serverless

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. For this article I will be using the example of rotating the keys for an AWS IAM service account, and updating them in a GitLab.

Serverless

Serverless Technical Review Software Review AWS

Medical content creation in the age of generative AI

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

Artificial Inteligence Generative AI Lambda Healthcare

Learning Lambda — Part 9

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Finally I mention Lambda’s limited, but not trivial, vertical scaling capability.

Lambda

Lambda Software Review AWS Serverless

Incorporate offline and online human – machine workflows into your generative AI applications on AWS

AWS Machine Learning - AI

MAY 14, 2024

We present the solution and provide an example by simulating a case where the tier one AWS experts are notified to help customers using a chat-bot. We provide LangChain and AWS SDK code-snippets, architecture and discussions to guide you on this important topic. UI and the Chatbot example application to test human-workflow scenario.

Generative AI

Generative AI Artificial Inteligence AWS Applications

Learning Lambda — Part 8

Mike Roberts

NOVEMBER 14, 2017

Cold Starts This is Part 8 of Learning Lambda, a tutorial series about engineering using AWS Lambda. In this installment of Learning Lambda I discuss Cold Starts. In this installment of Learning Lambda I discuss Cold Starts. Way back in Part 3 I talked about the lifecycle of a Lambda function.

Lambda

Lambda Software Review AWS Systems Review

Extra Crunch roundup: 500 Startups’ demo day, smart SaaS pricing and much more

TechCrunch

FEBRUARY 5, 2021

These events aren’t just a chance to review the latest cohort of hopeful entrepreneurs — they also showcase the technology, products and services that will compete for VC and consumer attention over the next few years. Use discount code ECFriday to save 20% off a one- or two-year subscription.

Windows

Windows Technical Review Education Software Review

CIOs sharpen cloud cost strategies — just as gen AI spikes loom

CIO

NOVEMBER 2, 2023

Awareness of FinOps practices and the maturity of software that can automate cloud optimization activities have helped enterprises get a better understanding of key cost drivers,” McCarthy says, referring to the practice of blending finance and cloud operations to optimize cloud spend. year over year in 2023, which is down from the 27.6%

Strategy

Strategy Cloud Data Center Budget

Learning Lambda — Part 7

Mike Roberts

NOVEMBER 1, 2017

Error Handling This is Part 7 of Learning Lambda, a tutorial series about engineering using AWS Lambda. Welcome to Part 7 of Learning Lambda! Classes of error When using AWS Lambda there are several different classes of error that can occur. To see the other articles in this series please visit the series home page.

Lambda

Lambda Software Review Metrics AWS

Integrate dynamic web content in your generative AI application using a web search API and Amazon Bedrock Agents

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

Generative AI Lambda Applications AWS

Deploy generative AI agents in your contact center for voice and chat using Amazon Connect, Amazon Lex, and Amazon Bedrock Knowledge Bases

AWS Machine Learning - AI

SEPTEMBER 24, 2024

Solution overview For this post, we use a fictional hotel chain example called Example Corp Hospitality Group. Agent : Example Corp Family Getaways resorts in Pigeon Forge, Tennessee feature family-friendly dining options, including dedicated kids’ menus with favorites like pizza, chicken nuggets, and mac and cheese.

Knowledge Base

Knowledge Base Generative AI Artificial Inteligence Lambda

Building Resilient Public Networking on AWS: Part 4

Build a video insights and summarization engine using generative AI with Amazon Bedrock

Webinars

Trending Sources

Ground truth generation and review best practices for evaluating generative AI question-answering with FMEval

Webinars

Enhance customer support with Amazon Bedrock Agents by integrating enterprise data APIs

AWS Lambda Benchmarking

How BQA streamlines education quality reporting using Amazon Bedrock

Create generative AI agents that interact with your companies’ systems in a few clicks using Amazon Bedrock in Amazon SageMaker Unified Studio

Using design patterns in AWS Lambda

Amazon Q Business simplifies integration of enterprise knowledge bases at scale

Automate Lambda Dependencies with Terraform

Accelerating insurance policy reviews with generative AI: Verisk’s Mozart companion

Analyze customer reviews using Amazon Bedrock

Automate invoice processing with Streamlit and Amazon Bedrock

Using Agents for Amazon Bedrock to interactively generate infrastructure as code

Automate emails for task management using Amazon Bedrock Agents, Amazon Bedrock Knowledge Bases, and Amazon Bedrock Guardrails

Accelerate IaC troubleshooting with Amazon Bedrock Agents

Enhance speech synthesis and video generation models with RLHF using audio and video segmentation in Amazon SageMaker

5 Simple Ways to Improve Security with Lambda at Edge

How GoDaddy built a category generation system at scale with batch inference for Amazon Bedrock

Build a multi-tenant generative AI environment for your enterprise on AWS

Getting started with Kotlin

Using Golang for your Serverless projects

Introducing multi-turn conversation with an agent node for Amazon Bedrock Flows (preview)

Generate customized, compliant application IaC scripts for AWS Landing Zone using Amazon Bedrock

Building Generative AI prompt chaining workflows with human in the loop

A complete guide on getting started with Kotlin [Cheat Sheet Included]

Stoa School wants to bring the vision of the ‘alternative MBA’ to India

Orchestrate generative AI workflows with Amazon Bedrock and AWS Step Functions

Enhance conversational AI with advanced routing techniques with Amazon Bedrock

Conversational Kotlin: A Look at the Benefits of Readable Code

Quickly Turn ALB/ELB Status Codes into an Issue-Seeking Heatmap

CBRE and AWS perform natural language queries of structured data using Amazon Bedrock

Benchmarking AWS Lambda runtimes in 2019 (Part II)

Benchmarking AWS Lambda runtimes in 2019 (part I)

Rotating secrets with serverless

Medical content creation in the age of generative AI

Learning Lambda — Part 9

Incorporate offline and online human – machine workflows into your generative AI applications on AWS

Learning Lambda — Part 8

Extra Crunch roundup: 500 Startups’ demo day, smart SaaS pricing and much more

CIOs sharpen cloud cost strategies — just as gen AI spikes loom

Learning Lambda — Part 7

Integrate dynamic web content in your generative AI application using a web search API and Amazon Bedrock Agents

Deploy generative AI agents in your contact center for voice and chat using Amazon Connect, Amazon Lex, and Amazon Bedrock Knowledge Bases

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