awslabs's Repositories

⭐ 4 🌐 Public

Gradient based Hyperparameter Tuning library in PyTorch

⭐ 291 🌐 Public

Account Factory for Terraform (AFT) Blueprins

⭐ 37 🌐 Public

agent-dev-toolkit

⭐ 40 🌐 Public

AI-driven toolkit that automates evaluation processes for AI agents

⭐ 10 🌐 Public

agent-evaluation

A generative AI-powered framework for testing virtual agents.

⭐ 322 🌐 Public

Flexible and powerful framework for managing multiple AI agents and handling complex conversations

⭐ 7139 🌐 Public

agent-training-kit

⭐ 19 🌐 Public

agentcore-rl-toolkit

Toolkit for Seamlessly Enabling RL Training on Any Agent with Bedrock AgentCore.

⭐ 2 🌐 Public

agents-for-amazon-bedrock-blueprints

⭐ 33 🌐 Public

ai-ml-observability-reference-architecture

⭐ 14 🌐 Public

AI on EKS - Tested AI/ML for Amazon Elastic Kubernetes Service

⭐ 146 🌐 Public

ai-on-eks-charts

⭐ 4 🌐 Public

ai-on-sagemaker-hyperpod

⭐ 6 🌐 Public

ai-powered-health-data-masking

A solution enabling customers to quickly deploy an architecture to identify and mask sensitive health data

⭐ 26 🌐 Public 📦 Archived

ai-surrogate-models-in-engineering-on-aws

⭐ 13 🌐 Public

ai-video-super-resolution

⭐ 47 🌐 Public

aidlc-workflows

⭐ 120 🌐 Public

AIOps modules is a collection of reusable Infrastructure as Code (IaC) modules for Machine Learning (ML), Foundation Models (FM), Large Language Models (LLM) and GenAI development and operations on AWS

⭐ 95 🌐 Public

amazon-accessible-rl-sdk

A2RL is a Python library for offline reinforcement learning

⭐ 36 🌐 Public

amazon-apigateway-ingress-controller

A Kubernetes controller for managing Amazon API Gateways

⭐ 113 🌐 Public

amazon-app-runner-deploy

Registers an AWS AppRunner Service and deploys the application using the source code of a given GitHub repository. Supports both source code and Docker image based service

⭐ 57 🌐 Public

Docs and supporting material for the Amazon Sustainability Data Initiative.

⭐ 86 🌐 Public

amazon-athena-cross-account-catalog

🌉 Reference implementation for granting cross-account AWS Glue Data Catalog access from Amazon Athena

⭐ 30 🌐 Public 📦 Archived

amazon-aurora-postgres-monitoring

An advanced monitoring system for Amazon Aurora PostgreSQL that is completely serverless, based on AWS Lambda and Amazon CloudWatch

⭐ 40 🌐 Public

amazon-bedrock-agent-samples

Example Jupyter notebooks 📓 and code scripts 💻 for using Amazon Bedrock Agents 🤖 and its functionalities

⭐ 769 🌐 Public

amazon-bedrock-agentcore-samples

Amazon Bedrock Agentcore accelerates AI agents into production with the scale, reliability, and security, critical to real-world deployment.

⭐ 1558 🌐 Public

amazon-cloudwatch-publisher

Push metrics and logs to CloudWatch from any system that can run Python

⭐ 29 🌐 Public

amazon-datazone-mcp-server

⭐ 4 🌐 Public

amazon-denseclus

Clustering for mixed-type data

⭐ 101 🌐 Public

amazon-documentdb-tools

Tools for use with the Amazon DocumentDB managed document database service.

⭐ 149 🌐 Public

amazon-dynamodb-local-samples

This is a sample Java project that demonstrates how to use DynamoDB Local for local development and testing

⭐ 27 🌐 Public

amazon-dynamodb-lock-client

The AmazonDynamoDBLockClient is a general purpose distributed locking library built on top of DynamoDB. It supports both coarse-grained and fine-grained locking.

⭐ 510 🌐 Public

amazon-dynamodb-tools

Tools to make effective use of DynamoDB easier.

⭐ 161 🌐 Public

amazon-ebs-autoscale

Don't run out of disk space on your EC2 instance when generating or working with large files. Automatically add EBS volumes to a filesystem mount point in response to disk utilization.

⭐ 114 🌐 Public 📦 Archived

amazon-ebs-permission-analyzer

The EBS Permission Analyzer is an automated tool designed to identify IAM policies within your AWS account that contain the ‘ec2:CreateVolume’ or ‘ec2:CopySnapshot’ actions.

⭐ 1 🌐 Public

amazon-ec2-instance-qualifier

A CLI tool that automates benchmarking on a range of EC2 instance types.

⭐ 20 🌐 Public 📦 Archived

amazon-ecr-containerd-resolver

The Amazon ECR containerd resolver is an implementation of a containerd Resolver and Fetcher that can pull images from and push images to Amazon ECR using the Amazon ECR API instead of the Docker Registry API.

⭐ 107 🌐 Public

amazon-ecr-credential-helper

Automatically gets credentials for Amazon ECR on docker push/docker pull

⭐ 2671 🌐 Public

amazon-ecr-data-replication-hub-plugin

The Amazon ECR Transfer Plugin for Data Transfer Hub(https://github.com/awslabs/data-transfer-hub). Transfer container images from Amazon ECR(in other partition) or public container registries into Amazon ECR.

⭐ 13 🌐 Public 📦 Archived

amazon-ecs-amazon-efs

Using Amazon EFS to Persist Data from Amazon ECS Containers

⭐ 66 🌐 Public 📦 Archived

amazon-ecs-for-open-application-model

CLI that deploys OAM workloads to Amazon ECS on AWS Fargate

⭐ 59 🌐 Public 📦 Archived

amazon-ecs-intellisense-schema

Generates a JSON schema file that provides intellisense (documentation lookup, code completion, and syntax validation) for ECS task definition parameters.

⭐ 19 🌐 Public

amazon-ecs-local-container-endpoints

A container that provides local versions of the ECS Task Metadata Endpoint and ECS Task IAM Roles Endpoint.

⭐ 514 🌐 Public

amazon-ecs-nodejs-microservices

Reference architecture that shows how to take a Node.js application, containerize it, and deploy it as microservices on Amazon Elastic Container Service.

⭐ 693 🌐 Public

Packer configuration for building a custom EKS AMI

⭐ 2620 🌐 Public

amazon-eks-irsa-cfn

AWS CloudFormation and CDK Construct Library for IAM Roles for EKS Service Accounts

⭐ 18 🌐 Public 📦 Archived

amazon-eks-serverless-drainer

Amazon EKS node drainer with AWS Lambda.

⭐ 60 🌐 Public 📦 Archived

A command-line interface for packaging, deploying, and running your EMR Serverless Spark jobs

⭐ 45 🌐 Public

amazon-emr-on-eks-custom-image-cli

Amazon EMR on EKS Custom Image CLI

⭐ 31 🌐 Public

amazon-emr-serverless-image-cli

⭐ 3 🌐 Public

amazon-emr-user-role-mapper

Application to securely map users on a multi tenant Amazon EMR cluster to different IAM Roles and then assume the mapped Role.

⭐ 22 🌐 Public

amazon-emr-vscode-toolkit

A VS Code Extension to make it easier to manage and develop Spark jobs on EMR

⭐ 39 🌐 Public

amazon-guardduty-tester

This repository can be used to generate and evaluate findings detected by Amazon GuardDuty

⭐ 416 🌐 Public

amazon-inspector-agent-autodeploy

Lambda job in Python to automatically deploy Inspector agent to newly-launched EC2 instances

⭐ 29 🌐 Public

amazon-inspector-auto-remediate

Lambda job in Python to automatically patch EC2 instances when an inspector assessment generates a CVE finding

⭐ 60 🌐 Public

amazon-inspector-finding-forwarder

Python scripts to run in AWS Lambda to process findings from Amazon Inspector

⭐ 39 🌐 Public

amazon-kinesis-agent

Continuously monitors a set of log files and sends new data to the Amazon Kinesis Stream and Amazon Kinesis Firehose in near-real-time.

⭐ 371 🌐 Public

amazon-kinesis-aggregators

Amazon Kinesis Aggregators provides a simple way to create real time aggregations of data on Amazon Kinesis.

⭐ 151 🌐 Public

amazon-kinesis-archiver

An AWS Lambda module and node.js library to facilitate Amazon Kinesis archival and replay

⭐ 31 🌐 Public

amazon-kinesis-client

Client library for Amazon Kinesis

⭐ 656 🌐 Public

amazon-kinesis-client-net

This package provides an interface to the Amazon Kinesis Client Library (KCL) MultiLangDaemon for the .NET Framework.

⭐ 64 🌐 Public

amazon-kinesis-client-nodejs

Amazon Kinesis Client Library for Node.js

⭐ 305 🌐 Public

amazon-kinesis-client-python

Amazon Kinesis Client Library for Python

⭐ 375 🌐 Public

amazon-kinesis-client-ruby

A Ruby interface for the Amazon Kinesis Client Library. Allows developers to easily create robust application to process Amazon Kinesis streams in Ruby.

⭐ 149 🌐 Public

amazon-kinesis-connector-flink

This is a fork of the Apache Flink Kinesis connector adding Enhanced Fanout support for Flink 1.8/1.11 on KDA.

⭐ 24 🌐 Public

amazon-kinesis-connector-flink-state-migrator

Migrate from Amazon Kinesis Connector (Flink 1.8/11) to Apache Flink Kinesis connector (Flink 1.13+)

⭐ 1 🌐 Public

amazon-kinesis-data-generator

A UI that simplifies testing with Amazon Kinesis Streams and Firehose. Create and save record templates, and easily send data to Amazon Kinesis.

⭐ 209 🌐 Public

amazon-kinesis-producer

Amazon Kinesis Producer Library

⭐ 412 🌐 Public

amazon-kinesis-scaling-utils

The Kinesis Scaling Utility is designed to give you the ability to scale Amazon Kinesis Streams in the same way that you scale EC2 Auto Scaling groups – up or down by a count or as a percentage of the total fleet. You can also simply scale to an exact number of Shards. There is no requirement for you to manage the allocation of the keyspace to Shards when using this API, as it is done automatically.

⭐ 335 🌐 Public

amazon-kinesis-video-streams-dcep

The goal of the Data Channel Establishment Protocol (DCEP) library is to provide DCEP Serializer and Deserializer functionalities.

⭐ 2 🌐 Public

amazon-kinesis-video-streams-ice

⭐ 4 🌐 Public

amazon-kinesis-video-streams-pic

⭐ 54 🌐 Public

amazon-kinesis-video-streams-producer-c

⭐ 65 🌐 Public

amazon-kinesis-video-streams-producer-sdk-cpp

Amazon Kinesis Video Streams Producer SDK for C++ is for developers to install and customize for their connected camera and other devices to securely stream video, audio, and time-encoded data to Kinesis Video Streams.

⭐ 411 🌐 Public

amazon-kinesis-video-streams-producer-sdk-java

Allows developers to install and customize their connected camera and other devices to securely stream video, audio, and time-encoded data to Kinesis Video Streams

⭐ 83 🌐 Public

amazon-kinesis-video-streams-rtcp

⭐ 2 🌐 Public

amazon-kinesis-video-streams-rtp

⭐ 2 🌐 Public

amazon-kinesis-video-streams-sdp

⭐ 2 🌐 Public

amazon-kinesis-video-streams-signaling

⭐ 2 🌐 Public

amazon-kinesis-video-streams-stun

⭐ 5 🌐 Public

amazon-kinesis-video-streams-webrtc-sdk-android

Android SDK for interfacing with Amazon Kinesis Video Streams Signaling Service.

⭐ 65 🌐 Public

amazon-kinesis-video-streams-webrtc-sdk-c

Amazon Kinesis Video Streams Webrtc SDK is for developers to install and customize realtime communication between devices and enable secure streaming of video, audio to Kinesis Video Streams.

⭐ 1154 🌐 Public

amazon-kinesis-video-streams-webrtc-sdk-c-espressif-port

⭐ 1 🌐 Public

amazon-kinesis-video-streams-webrtc-sdk-ios

iOS SDK for interfacing with the Amazon Kinesis Video Streams Signaling Service.

⭐ 72 🌐 Public

amazon-kinesis-video-streams-webrtc-sdk-js

JS SDK for interfacing with the Amazon Kinesis Video Streams Signaling Service.

⭐ 315 🌐 Public

amazon-linux-instance-finder

⭐ 2 🌐 Public 📦 Archived

amazon-log-agent-benchmark-tool

Simple log generation and process resource monitor used to benchmark log agents

⭐ 19 🌐 Public

amazon-lookout-for-vision-python-sdk

⭐ 7 🌐 Public 📦 Archived

amazon-managed-blockchain-client-templates

AWS CloudFormation templates to provision Amazon EC2 instances and install and configure clients for use with blockchain frameworks in Amazon Managed Blockchain

⭐ 47 🌐 Public

amazon-msk-config-detector

⭐ 14 🌐 Public

amazon-msk-data-generator

Data generator for Amazon MSK

⭐ 18 🌐 Public

amazon-neptune-tools

Tools and utilities to enable loading data and building graph applications with Amazon Neptune.

⭐ 310 🌐 Public

amazon-personalize-optimizer-using-amazon-pinpoint-events

Enabling the automated process of using the events generated by their Pinpoint campaigns to rapidly train and optimize their Personalize campaigns.

⭐ 10 🌐 Public

amazon-pinpoint-preference-center

Configures and builds an Amazon Pinpoint Preference Center that allows Pinpoint Customers to collect end-user attributes and communication preferences.

⭐ 13 🌐 Public 📦 Archived

amazon-qldb-driver-dotnet

⭐ 10 🌐 Public 📦 Archived

amazon-qldb-driver-go

Golang driver for Amazon Quantum Ledger Database (QLDB), which allows Golang developers to write software that makes use of Amazon QLDB.

⭐ 23 🌐 Public 📦 Archived

amazon-qldb-driver-java

A Java implementation of a driver for Amazon QLDB.

⭐ 13 🌐 Public 📦 Archived

amazon-qldb-driver-js

A JavaScript implementation of a driver for Amazon QLDB.

⭐ 2 🌐 Public 📦 Archived

amazon-qldb-driver-nodejs

A NodeJs implementation of a driver for Amazon QLDB.

⭐ 54 🌐 Public 📦 Archived