AWS Machine Learning - AI

MARCH 5, 2025

By following these guidelines, data teams can implement high fidelity ground truth generation for question-answering use case evaluation with FMEval. There are three user inputs to the step function: A custom name for the ground truth dataset The input Amazon S3 prefix for the source data The percentage to sample for review.

Generative AI 75

Generative AI Systems Review Software Review Artificial Inteligence 75

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 will help accelerate deployments, reduce errors, and ensure adherence to security guidelines.

Software Review 128

Software Review Infrastructure Lambda Generative AI 128

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 63

Lambda Generative AI AWS Software Review 63

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. The following diagram illustrates this architecture.

AWS 123

AWS Applications Lambda Knowledge Base 123

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. For direct device actions like start, stop, or reboot, we use the action-on-device action group, which invokes a Lambda function. Additionally, you can access device historical data or device metrics.

Artificial Inteligence 127

Artificial Inteligence Lambda Knowledge Base IoT 127

AWS Machine Learning - AI

FEBRUARY 6, 2024

Users can quickly review and adjust the computer-generated reports before submission. This solution relies on the AWS Well-Architected principles and guidelines to enable the control, security, and auditability requirements. Users then review and edit the documents, where necessary, and submit the same to the central governing bodies.

Generative AI 122

Generative AI AWS Lambda Technical Review 122

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 122

Artificial Inteligence Generative AI Lambda Healthcare 122

AWS Machine Learning - AI

FEBRUARY 8, 2024

The code and resources required for deployment are available in the amazon-bedrock-examples repository. The agent’s instructions are descriptive guidelines outlining the agent’s intended actions. The following demo recording highlights Agents and Knowledge Bases for Amazon Bedrock functionality and technical implementation details.

Knowledge Base 137

Knowledge Base Insurance Lambda AWS 137

AWS Machine Learning - AI

OCTOBER 24, 2024

In this post, we set up an agent using Amazon Bedrock Agents to act as a software application builder assistant. Solution overview Typically, a three-tier software application has a UI interface tier, a middle tier (the backend) for business APIs, and a database tier. Explain the following code in lucid, natural language to me.

Generative AI 90

Generative AI Artificial Inteligence Applications Knowledge Base 90

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. The README file contains all the information you need to get started, from requirements to deployment guidelines.

eCommerce 111

eCommerce Generative AI Lambda AWS 111

AWS Machine Learning - AI

MARCH 20, 2025

Amazon Bedrock also allows you to choose various models for different use cases, making it an obvious choice for the solution due to its flexibility. Using Amazon Bedrock can allow for the use of various models depending on the use case, making it the obvious choice for this application due to its flexibility.

Generative AI 74

Generative AI Artificial Inteligence Metrics AWS 74

AWS Machine Learning - AI

NOVEMBER 30, 2023

And at the top layer, we’ve been investing in game-changing applications in key areas like generative AI-based coding. Customers are telling us that Neuron has made it easy for them to switch their existing model training and inference pipelines to Trainium and Inferentia with just a few lines of code.

Generative AI 138

Generative AI AWS Artificial Inteligence Software Review 138

O'Reilly Media - Ideas

MAY 3, 2022

QR codes are awful. It doesn’t sound like it should work, but playing games with the error correction built into the standard allows the construction of animated QR codes. Google has published Little Signals , six experiments with ambient notifications that includes code, electronics, and 3D models for hardware.

Artificial Inteligence 122

Artificial Inteligence Trends Energy Software Review 122

Altexsoft

OCTOBER 26, 2023

Recent advancements in artificial intelligence (AI) have introduced smart tools revolutionizing coding. This article will define AI coding, explore its main benefits and features, and evaluate five notable AI coding tools. What is AI coding? Boosted productivity.

Software Review 52

Software Review Tools Artificial Inteligence ChatGPT 52

Altexsoft

MAY 20, 2020

Namely, these layers are: perception layer (hardware components such as sensors, actuators, and devices; transport layer (networks and gateway); processing layer (middleware or IoT platforms); application layer (software solutions for end users). Application layer: software solutions for users. How an IoT system works.

IoT 141

IoT Azure AWS Transportation 141

Strategic Tech

JULY 21, 2020

I recommend that you don’t view your architecture modernisation as a waterfall project rather as a guideline for the direction you want to travel in with the expectation that your path will change multiple times on the way. This means a software architecture should be purposely designed for the most favourable business consequences.

Architecture 98

Architecture Technical Review Software Review Microservices 98

Modus Create

MAY 12, 2022

Therefore, the team understood that all UI decisions of the application needed to adhere to the company brand guidelines. Ionic is an entirely open-source development platform that builds cross-platform mobile, web, and desktop apps, all with one shared code base and open-web standards. Modus Create’s Brand Manual.

Mobile 75

Mobile Technical Review Serverless AWS 75

Confluent

APRIL 30, 2019

We will wrap up this article with some operational guidelines on how to turn on topology optimizations when upgrading your Streams application to Kafka 2.1 Full code on GitHub. Note that the MappingProcessor and FilteringProcessor code is omitted here for clarity. Full code on GitHub. Full code on GitHub.

Applications 90

Applications Construction Software Review Examples 90

Perficient

MARCH 13, 2023

She researched, read reviews, and finally settled on the perfect one. The software recognizes the ability of an individual technician and assigns the task appropriately. Administrators can configure and manage the work structure, service guidelines, and basic requirements through the software.

Cloud 69

Cloud UI/UX Social Software Review 69

Openxcell

FEBRUARY 18, 2021

Behind every software, web, and digital application that we use these days, the most hidden feature is the programming language. Computers think in binary strings 1s and 0s, and due to this, programming language translates into something that humans can understand. Programmers write code in languages, which are high-level languages.

Programming 52

Programming Software Review Development PHP 52

Altexsoft

SEPTEMBER 6, 2023

This is where serverless security steps in, emphasizing behavioral protection, code safety, and stringent client-side permissions. Instead, it refers to a model where the cloud service provider fully manages the execution of a developer’s code by dynamically allocating machine resources. Cost-Efficiency.

Serverless 52

Serverless Applications Cloud AWS 52

Lacework

JULY 19, 2022

300: advanced sessions that explore more complex topics and often include code samples and demos. Session levels provide guidelines that help you plan the sessions you’ll attend and which ones you might want to flag for later review. The first ever session with AWS Lambda, “ Getting Started with AWS Lambda ”, by Tim Wagner.

AWS 52

AWS Conference Technical Review Lambda 52

AWS Machine Learning - AI

MARCH 13, 2025

The Lambda function spins up an Amazon Bedrock batch processing endpoint and passes the S3 file location. The second Lambda function performs the following tasks: It monitors the batch processing job on Amazon Bedrock. Refer to the following code: Request: POST /model-invocation-job HTTP/1.1

Artificial Inteligence 97

Artificial Inteligence Systems Review System Generative AI 97

AWS Machine Learning - AI

NOVEMBER 27, 2024

For enterprises in the realm of cloud computing and software development, providing secure code repositories is essential. This solution demonstrates how Amazon Bedrock Agents can be configured to scan a specific code repository, remediate vulnerabilities, and push the changes to a new branch.

Software Review 99

Software Review Lambda Artificial Inteligence Generative AI 99

Perficient

MARCH 19, 2025

Introduction In todays development landscape, there are numerous ways to use GenAI in software development. You are tasked with creating an AWS Lambda function in Python to ingest this file and insert the data into a MongoDB. Alternate Approach You only need a few rows of random data for the GenAI tool to generate suitable code.

Software Review 52

Software Review Software Development Systems Review Software 52

AWS Machine Learning - AI

OCTOBER 25, 2024

Its responsibilities include: Managing user session chat history using Amazon Relational Database Service (Amazon RDS) Coordinating traffic between the router, application agents, and responder Handling logging, monitoring, and collecting user-submitted feedback The router and responder are AWS Lambda functions that interact with Amazon Bedrock.

Project Management 110

Project Management Artificial Inteligence Scalability Generative AI 110

AWS Machine Learning - AI

NOVEMBER 20, 2024

We explain how they embedded Amazon Q Business web experience in their web application with low code, so they could focus on creating a rich AI experience for their customers. We strongly recommend human-in-the-loop review for critical decisions. Mark43 is committed to the responsible use of AI. Connect with him on LinkedIn.

Generative AI 103

Generative AI Applications Artificial Inteligence AWS 103