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 62

Lambda Generative AI AWS Software Review 62

AWS Machine Learning - AI

APRIL 1, 2025

AWS Cloud Development Kit (AWS CDK) Delivers AWS CDK knowledge with tools for implementing best practices, security configurations with cdk-nag , Powertools for AWS Lambda integration, and specialized constructs for generative AI services. She specializes in Generative AI, distributed systems, and cloud computing.

AWS 99

AWS Software Review Knowledge Base Artificial Inteligence 99

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 120

AWS Applications Lambda Knowledge Base 120

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 118

Generative AI AWS Lambda Technical Review 118

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). The system is built upon Amazon Bedrock and leverages LLM capabilities to generate curated medical content for disease awareness.

Artificial Inteligence 118

Artificial Inteligence Generative AI Lambda Healthcare 118

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 124

Artificial Inteligence Lambda Knowledge Base IoT 124

AWS Machine Learning - AI

FEBRUARY 8, 2024

System integration – Agents make API calls to integrated company systems to run specific actions. The agent’s instructions are descriptive guidelines outlining the agent’s intended actions. Interactive data collection – Agents engage in natural conversations to gather supplementary information from users.

Knowledge Base 134

Knowledge Base Insurance Lambda AWS 134

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 87

Lambda Knowledge Base AWS Generative AI 87

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 108

eCommerce Generative AI Lambda AWS 108

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. The human-in-the-loop system establishes a mechanism between domain expertise and Amazon Bedrock outputs. The following screenshots show the UI.

Generative AI 71

Generative AI Artificial Inteligence Metrics AWS 71

AWS Machine Learning - AI

OCTOBER 24, 2024

The agent can recommend software and architecture design best practices using the AWS Well-Architected Framework for the overall system design. Create and associate an action group with an API schema and a Lambda function. Recommend AWS best practices for system design with the AWS Well-Architected Framework guidelines.

Generative AI 87

Generative AI Artificial Inteligence Applications Knowledge Base 87

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 111

Generative AI Artificial Inteligence AWS Government 111

O'Reilly Media - Ideas

MAY 3, 2022

It’s part of the TinyML movement: machine learning for small embedded systems. OpenAI’s DALL-E 2 is a new take on their system (DALL-E) for generating images from natural language descriptions. Lambda Function URLs automate the configuration of an API endpoint for single-function microservices on AWS.

Artificial Inteligence 121

Artificial Inteligence Trends Energy Software Review 121

Altexsoft

MAY 20, 2020

How an IoT system works. Electronic sensors capture signals from the physical world, convert them into digital form, and feed to the IoT system. Actuators receive signals from the IoT system and translate them into physical actions manipulating equipment. Perception layer: IoT hardware. Edge computing stack.

IoT 141

IoT Azure AWS Transportation 141

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. AWS Lambda) along with your technology choices (e.g. The following caveats should always be kept in mind.

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 empowered us to use our existing expertise around the JavaScript ecosystem to create a smooth native user experience for Google and Apple’s operating systems. Modus Create’s Brand Manual.

Mobile 75

Mobile Technical Review Serverless AWS 75

Altexsoft

JUNE 1, 2020

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. Due to company growth and the incorporation of other businesses, much of their data was siloed and data management was inconsistent.

Data 69

Data Cloud Azure Storage 69

Openxcell

FEBRUARY 18, 2021

Computers think in binary strings 1s and 0s, and due to this, programming language translates into something that humans can understand. This programming worldview got from structured programming, specifies a series of well-structured systems and steps to form a program. It is easy to use and easy to install. Source: [link].

Programming 52

Programming Software Review Development PHP 52

Altexsoft

SEPTEMBER 6, 2023

Benefits of Serverless Architecture Serverless computing has gained prominence over the last decade due to its ability to reduce costs, decrease latency, improve scalability, eliminate server-side management, etc. 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

Confluent

APRIL 30, 2019

This framework opens the door for various optimization techniques from the existing data stream management system (DSMS) and data stream processing literature. 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 and newer versions.

Applications 91

Applications Construction Software Review Examples 91

AWS Machine Learning - AI

NOVEMBER 30, 2023

Conjecture, Salesforce, and Slack are already using SageMaker for hosting models due to these inference optimizations. also includes improved system prompts – which are model instructions that provide a better experience for end users – while also reducing the cost of prompts and completions by 25%.

Generative AI 136

Generative AI AWS Artificial Inteligence Software Review 136

Perficient

MARCH 19, 2025

You are tasked with creating an AWS Lambda function in Python to ingest this file and insert the data into a MongoDB. Additionally, you have exposed details about your AWS system and MongoDB installation. In addition, credentials, connection strings, and passwords for at least a test system might exist in your codebase.

Software Review 52

Software Review Software Development Systems Review Software 52

AWS Machine Learning - AI

OCTOBER 25, 2024

To realize this vision, Planview developed an AI assistant called Planview Copilot , using a multi-agent system powered by Amazon Bedrock. Solution overview Planview’s multi-agent architecture consists of multiple generative AI components collaborating as a single system. How many tasks are due next week?

Project Management 106

Project Management Artificial Inteligence Scalability Generative AI 106

AWS Machine Learning - AI

NOVEMBER 20, 2024

First responders need immediate access to relevant data across multiple systems, while command staff require rapid insights for operational decisions. Public safety organizations face the challenge of accessing and analyzing vast amounts of data quickly while maintaining strict security protocols.

Generative AI 100

Generative AI Applications Artificial Inteligence AWS 100