Aws Samples

Using Amazon Aurora Serverless (MySQL) and the Data API to build a Serverless Application on AWS

Run blockchain nodes on cloud

This solution helps you deploy Data Lake Infrastructure on AWS using CDK Pipelines.

Deploy and manage AWS Control Tower controls by using Terraform - AWS Prescriptive Guidance

A serverless architecture for orchestrating ETL jobs in arbitrarily-complex workflows using AWS Step Functions and AWS Lambda.

This repository provides a general DevOps practices such MSA, IaC, CICD and Monitoring. AWS various services are used to provide DevOps best practices.

AHA is an incident management & communication framework to provide real-time alert customers when there are active AWS event(s). For customers with AWS Organizations, customers can get aggregated active account level events of all the accounts in the Organization. Customers not…

Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.

組織横断的にチームを組成し、機械学習による成長サイクルを実現する計画を立てるワークショップ

This repository provides a reference architecture for building an end to end SaaS solution using Amazon Elastic Kubernetes Service (EKS)

Multi-Tenant Data Isolation Using PostgreSQL Row Level Security Policies

Contains Lambda functions to be used for automatic rotation of secrets stored in AWS Secrets Manager

A set of labs that illustrates the concept of multi-tenancy. AWS Lambda layers is used to introduce reusable service constructs and abstract multi-tenancy from SaaS developers.

In this workshop, you will learn techniques to secure a serverless application built with AWS Lambda, Amazon API Gateway and RDS Aurora. We will cover AWS services and features you can leverage to improve the security of a serverless applications in 5 domains: identity & access…

Deal with the complexities of dealing with a long lived transaction across distributed components in your microservices architecture using AWS Step Functions.

Creates a serverless URL shortener on AWS without using AWS Lambda or any other compute.

Fully managed RAG solution implemented using Knowledge Bases for Amazon Bedrock

Build complex, serverless, and highly scalable generative AI applications with prompt chaining.

Automatically create and configure Amazon CloudWatch alarms for EC2 instances, RDS, and AWS Lambda using tags for standard and custom CloudWatch Metrics.

This is self-paced workshop designed to allow developers and system administrators to get hands on with Amazon Elastic Container Service concepts such as service and container-instance auto-scaling, spot-fleet integration, container placement strategies, service discovery…

Fullstack app using Amazon ECS & DevOps methodologies (IaC with Terraform and CI/CD with AWS CodePipeline)

Amazon EKS custom AMIs based on Amazon Linux

Repository for training and deploying Generative AI models, including text-text, text-to-image generation and prompt engineering playground using SageMaker Studio.

MLOps workshop with Amazon SageMaker

Amazon Sumerian Hosts (Hosts) is an experimental open source project that aims to make it easy to create interactive animated 3D characters for Babylon.js, three.js, and other web 3D frameworks. It leverages AWS services including Amazon Polly (text-to-speech) and Amazon Lex…

Process documents at scale using Amazon Textract

Post-process Amazon Textract results with Hugging Face transformer models for document understanding

Live Meeting Assistant (LMA) - AI-powered live meeting transcription, translation, summarization, and assistant using Amazon Transcribe, Amazon Bedrock, and other AWS AI services

The Ask Around Me example serverless web application. See the Compute Blog series and video series for more information. Contact @jbesw for info.

AWS-native chatbot using Bedrock

Personal private Chatbot powered by Amazon Bedrock LLMs with a data analytics feature that provides isolated servereless compute on for data analysis. Chatbot features web-based intuitive user interface that can be accessed from any device (laptops, phones, etc.), handles…

Universal AI Agent using Amazon Bedrock, capable of customize to create/edit files, execute commands, search the web, use knowledge base, use multi-agents, generative images and more.

Protect downloads of your content hosted on CloudFront with Cognito authentication using cookies and Lambda@Edge

Introduce a fluent way to design cloud native microservices via EventStorming workshop, this is a hands-on workshop. Contains such topics: DDD, Event storming, Specification by example. Including the AWS product : Serverless Lambda , DynamoDB, Fargate, CloudWatch.

Application implementation with business use cases for safely utilizing generative AI in business operations

A solution guidance for Generative BI using Amazon Bedrock, Amazon OpenSearch with RAG

Open-source temporary elevated access solution for AWS IAM Identity Center.

A Day in Java Developer’s Life, with a taste of Kubernetes

Use LLMs for building real-world apps

Serverless Reference Architecture for creating an IoT Backend

Serverless Reference Architecture for creating a Mobile Backend

Serverless Reference Architecture for Real-time Stream Processing

Advanced document extraction and chunking techniques for retrieval augmented generation that is aware of the layout of documents. Increases knowledge retrieval accuracy and provides control for retrieved knowledge context management

Backend and a JavaScript frontend of a liveness detection application.

MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK

RAG with langchain using Amazon Bedrock and Amazon OpenSearch

React CORS-friendly Single Page Application hosted on Amazon S3 and exposed through a CloudFront distribution

Hands-on workshop for distributed training and hosting on SageMaker

A helper library to connect into Amazon SageMaker with AWS Systems Manager and SSH (Secure Shell)

Serverlesspresso - The serverless coffee ordering application! As seen at AWS re:Invent 2021. Presented by AWS Serverless DA team. Questions? Contact @jbesw.

LLM-powered document chat using Amazon Bedrock and AWS Serverless

Serverless patterns. Learn more at the website: https://serverlessland.com/patterns.

The Simple Trivia Service example serverless web game. See the Compute Blog series and video series for more information. Contact @timbrucemi for info.

A solution for collecting, correlating and visualizing multiple types of logs to help investigate security incidents.

This SAM application provides the Lambda functions, DynamoDB table, and roles to allow you to build a simple chat application based on API Gateway's new WebSocket-based API feature.

Spark runtime on AWS Lambda