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advanced-rag-patterns-on-mixtral

Advanced RAG patterns on Amazon SageMaker

amazon-lookout-for-equipment-demo-app

A React app showcasing how to integrate Amazon Lookout for Equipment in a broader predictive maintenance solution.

amazon-sagemaker-aws-greengrass-custom-object-detection-model

End to end code samples for training an object detection model in Amazon SageMaker using the built-in SSD algorithm and running it on AWS IoT Greengrass.

amazon-sagemaker-edge-defect-detection-computer-vision

Workshop showcasing how to run defect detection using computer vision at the edge with Amazon SageMaker

amazon-sagemaker-predictive-maintenance-deployed-at-edge

This workshop will familiarize you with some of the key steps towards building an end-to-end predictive maintenance system leveraging Amazon SageMaker, Amazon Polly and the AWS IoT suite.

aws-ai-intelligent-document-processing

Intelligent Document Processing with AWS AI Services and generative AI

aws-batch-blueprints

aws-devops-end-to-end-workshop

AWS DevOps End-to-End Workshop is a guide to walk you through the most common development activities when developing a typical web application with front-end, microservices in a serverless architecture, and a DynamoDB database as a data store. Built on top of AWS Bookstore Demo App and Cloud 9 Bootstrapping.

aws-energy-kit-workshop

aws-iot-app-kit-bottling-line-demo

Code repository for a demo ReactJS web application built to demonstrate usage of AWS IoT App Kit with an industrial bottling line represented by assets in Sitewise.

aws-iot-twinmaker-samples

aws-last-mile-delivery-hyperlocal

AWS Last Mile Delivery Hyperlocal

aws-serverless-openai-chatbot-demo

aws-sif-carbon-accounting-portal

The AWS Sustainability Insights Framework (SIF) Carbon Accounting Portal is a sample web application used for carbon accounting. It demonstrates how to set up a web application built on top of SIF.

barcode-qr-decoder-lambda

carbonlake

cfd-on-singularity-with-aws-parallelcluster

Example of how to run OpenFOAM on a Singularity container through AWS ParallelCluster.

data-engineering-for-aws-immersion-day

Lab Instructions for Data Engineering Immersion Day

efs-samba-ad-integration-for-windows-access

How to access Amazon Elastic File System volumes from Windows hosts using Samba with Active Directory integration

end-2-end-3d-ml

This repository features Amazon SageMaker Ground Truth and explains how to ingest raw 3D point cloud data, label it, train a 3D object detection model using Amazon SageMaker, and deploy the model to an Amazon SageMaker Endpoint

event-driven-weather-forecasts

generative-bi-using-rag

A NLQ(Natural Language Query) demo using Amazon Bedrock, Amazon OpenSearch with RAG technique.

guidance-for-aws-sustainability-insights-framework

guidance-for-carbon-data-lake-on-aws

guidance-for-electric-vehicle-battery-health-prediction-on-aws

guidance-for-geospatial-insights-for-sustainability-on-aws

guidance-for-meter-data-analytics-on-aws

industrial-data-store-simulation-chatbot

This code sample deploy a realistic simulated Manufacturing Execution System hosted on SQLite and a companion chatbot application powered by Amazon Bedrock to query data from the MES using natural language

iot-platform

lidar-3d-point-cloud-labeling-example