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. Provide the troubleshooting steps to the user.

Lambda 63

Lambda Generative AI AWS Software Review 63

AWS Machine Learning - AI

APRIL 18, 2024

The generated code is custom and standardized based on organizational best practices, security, and regulatory guidelines. In parallel, the AVM layer invokes a Lambda function to generate Terraform code. This Knowledge Base includes tailored best practices, security guardrails, and guidelines specific to the organization.

AWS 121

AWS Applications Lambda Knowledge Base 121

AWS Machine Learning - AI

JULY 11, 2024

This will help accelerate deployments, reduce errors, and ensure adherence to security guidelines. Diagram analysis and query generation : The Amazon Bedrock agent forwards the architecture diagram location to an action group that invokes an AWS Lambda. This gives your agent access to required services, such as Lambda.

Software Review 126

Software Review Infrastructure Lambda Generative AI 126

AWS Machine Learning - AI

FEBRUARY 6, 2024

A key part of the submission process is authoring regulatory documents like the Common Technical Document (CTD), a comprehensive standard formatted document for submitting applications, amendments, supplements, and reports to the FDA. Users can quickly review and adjust the computer-generated reports before submission.

Generative AI 120

Generative AI AWS Lambda Technical Review 120

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. Amazon Bedrock batch processes this single JSONL file, where each row contains input parameters and prompts.

Artificial Inteligence 91

Artificial Inteligence Systems Review System Generative AI 91

AWS Machine Learning - AI

APRIL 24, 2024

This post assesses two primary approaches for developing AI assistants: using managed services such as Agents for Amazon Bedrock , and employing open source technologies like LangChain. For direct device actions like start, stop, or reboot, we use the action-on-device action group, which invokes a Lambda function.

Artificial Inteligence 125

Artificial Inteligence Lambda Knowledge Base IoT 125

AWS Machine Learning - AI

JULY 3, 2024

The use cases can range from medical information extraction and clinical notes summarization to marketing content generation and medical-legal review automation (MLR process). Amazon Lambda : to run the backend code, which encompasses the generative logic. It sends it back to the WebSocket via the Lambda function.

Artificial Inteligence 120

Artificial Inteligence Generative AI Lambda Healthcare 120

AWS Machine Learning - AI

FEBRUARY 8, 2024

As AI technology continues to evolve, the capabilities of generative AI agents are expected to expand, offering even more opportunities for customers to gain a competitive edge. The following demo recording highlights Agents and Knowledge Bases for Amazon Bedrock functionality and technical implementation details.

Knowledge Base 135

Knowledge Base Insurance Lambda AWS 135

AWS Machine Learning - AI

NOVEMBER 24, 2023

However, Amazon Bedrock’s flexibility allows these descriptions to be fine-tuned to incorporate customer reviews, integrate brand-specific language, and highlight specific product features, resulting in tailored descriptions that resonate with the target audience. AWS Lambda – AWS Lambda provides serverless compute for processing.

eCommerce 109

eCommerce Generative AI Lambda AWS 109

AWS Machine Learning - AI

OCTOBER 15, 2024

These techniques include chain-of-thought prompting , zero-shot prompting , multishot prompting , few-shot prompting , and model-specific prompt engineering guidelines (see Anthropic Claude on Amazon Bedrock prompt engineering guidelines). Review and create the knowledge base. Access to Amazon Bedrock models.

Lambda 88

Lambda Knowledge Base AWS Generative AI 88

AWS Machine Learning - AI

MARCH 20, 2025

Our partnership with AWS and our commitment to be early adopters of innovative technologies like Amazon Bedrock underscore our dedication to making advanced HCM technology accessible for businesses of any size. Together, we are poised to transform the landscape of AI-driven technology and create unprecedented value for our clients.

Generative AI 61

Generative AI Artificial Inteligence Metrics AWS 61

Strategic Tech

JULY 21, 2020

Most organisations go through an architecture modernisation effort at some point as their systems drift into a state of intolerable maintenance costs and they diverge too far from modern technological advances. both the infrastructure technology (e.g. AWS Lambda) along with your technology choices (e.g.

Architecture 98

Architecture Technical Review Software Review Microservices 98

Modus Create

MAY 12, 2022

Which tech stack do you choose and when? The focus was on an MVP that creates value for our users and the technologies that can support us in delivering the required outcomes. . Therefore, the team understood that all UI decisions of the application needed to adhere to the company brand guidelines.

Mobile 75

Mobile Technical Review Serverless AWS 75

AWS Machine Learning - AI

OCTOBER 2, 2024

You can securely integrate and deploy generative AI capabilities into your applications using services such as AWS Lambda , enabling seamless data management, monitoring, and compliance (for more details, see Monitoring and observability ). This is illustrated in the following diagram. Where to start?

Generative AI 113

Generative AI Artificial Inteligence AWS Government 113

Altexsoft

MAY 20, 2020

The technology will move into an even higher gear with the arrival of fifth-generation or 5G networks supporting a million gadgets per square kilometer — ten times as many as in the current era of 4G. Due to authentication and encryption provided at all points of connection, IoT Core and devices never exchange unverified data.

IoT 141

IoT Azure AWS Transportation 141

O'Reilly Media - Ideas

MAY 3, 2022

SandboxAQ is an Alphabet startup that is using AI to build technologies needed for a post-quantum world. Lambda Function URLs automate the configuration of an API endpoint for single-function microservices on AWS. It’s another step forward towards AI that actually appears to think.

Artificial Inteligence 124

Artificial Inteligence Trends Energy Software Review 124

Altexsoft

JUNE 1, 2020

This is a guest article by tech writer Farhan Munir. It includes a console and CLI that you can use to search for and manage data along with the following services — Cognito, Lambda, API Gateway, S3, DynamoDB, Elasticsearch Service, Glue, and CloudWatch. Read our requirements and guidelines to become a contributor.

Data 69

Data Cloud Azure Storage 69

Lacework

JULY 19, 2022

These events also feature multiple keynotes with specific technical focus. One of my all time favourite AWS keynotes is Dr. Werner Vogels 2016 technical keynote from AWS re:Invent. 400: deep technical dives into very specific areas or issues. AWS re:Invent often has keynotes focusing on Machine Learning, Partners, and more.

AWS 52

AWS Conference Technical Review Lambda 52

Openxcell

FEBRUARY 18, 2021

Yet, some languages are not convenient for modern languages that can handle the requirements of future technology. According to IEEE, the world’s most significant technical professional organization report, these are the top programming languages list for mobile and web app development. Most Popular Programming Languages List.

Programming 52

Programming Software Review Development PHP 52

Altexsoft

SEPTEMBER 6, 2023

Serverless security has become a significant player in the B2B tech landscape. Furthermore, as per recent data , 21% of enterprises have already integrated serverless technology and an additional 39% are exploring its potential. Cloud providers , such as AWS with Lambda or Google Cloud with Cloud Functions, take on the heavy lifting.

Serverless 52

Serverless Applications Cloud AWS 52

Altexsoft

OCTOBER 26, 2023

AI coding refers to using artificial intelligence to assist developers in writing and reviewing their code with the ultimate aim of enhancing code quality and boosting productivity. Technologies used in AI coding For a clearer understanding, it’s essential to grasp the main interconnected technologies driving AI coding.

Software Review 52

Software Review Tools Artificial Inteligence ChatGPT 52

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 For example, users can always just use a lambda that returns the original key and value, but the Streams’ compiler still has to assume that the stream keys have indeed been changed.

Applications 91

Applications Construction Software Review Examples 91

AWS Machine Learning - AI

NOVEMBER 30, 2023

These customers are choosing AWS because we are focused on doing what we’ve always done—taking complex and expensive technology that can transform customer experiences and businesses and democratizing it for customers of all sizes and technical abilities. As model sizes and complexity have grown, so has SageMaker’s scope.

Generative AI 137

Generative AI AWS Artificial Inteligence Software Review 137

AWS Machine Learning - AI

NOVEMBER 27, 2024

This approach can accelerate development, reduce errors, and adhere to security guidelines. The Amazon Bedrock agent forwards the details to an action group that invokes a Lambda function. An AWS account with appropriate IAM permissions to create agents and knowledge bases in Amazon Bedrock, Lambda functions, and IAM roles.

Software Review 97

Software Review Lambda Generative AI Artificial Inteligence 97

AWS Machine Learning - AI

OCTOBER 25, 2024

We share our learnings in our solution to help you understanding how to use AWS technology to build solutions to meet your goals. Technical overview Planview used key AWS services to build its multi-agent architecture. Application teams manage their agents using Lambda functions that interact with Amazon Bedrock.

Project Management 108

Project Management Scalability Artificial Inteligence Generative AI 108

AWS Machine Learning - AI

NOVEMBER 20, 2024

Mission-critical public safety applications require the highest levels of security and reliability when implementing technology capabilities. Mark43 has built a robust and resilient microservices architecture using a combination of serverless technologies, such as AWS Lambda , AWS Fargate , and Amazon Elastic Compute Cloud (Amazon EC2).

Generative AI 102

Generative AI Applications Artificial Inteligence AWS 102