Aws Samples

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

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

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.

LLM-powered document chat using Amazon Bedrock and AWS Serverless

Spark runtime on AWS Lambda

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

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

Serverless Reference Architecture for creating a Mobile Backend

Serverless Reference Architecture for Real-time Stream Processing

Serverless Reference Architecture for creating an IoT Backend

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

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

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.

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

Process documents at scale using Amazon Textract

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

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

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…

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

RAG with langchain using Amazon Bedrock and Amazon OpenSearch

Fully managed RAG solution implemented using Knowledge Bases for Amazon Bedrock

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

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…

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

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

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…

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

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

Amazon EKS custom AMIs based on Amazon Linux

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

Multi-Tenant Data Isolation Using PostgreSQL Row Level Security Policies

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

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

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

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

AWS-native chatbot using Bedrock

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

Run blockchain nodes on cloud

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

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

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.

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

Backend and a JavaScript frontend of a liveness detection application.

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…

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

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…

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

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

Use LLMs for building real-world apps

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.

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

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

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

Hands-on workshop for distributed training and hosting on SageMaker

MLOps workshop with Amazon SageMaker

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