awslabs

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

Fast and Accurate ML in 3 Lines of Code

The AWS Serverless Application Model (AWS SAM) transform is a AWS CloudFormation macro that transforms SAM templates into CloudFormation templates.

Official MCP Servers for AWS

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

An integrated shell for working with the AWS CLI.

CLI tool to build, test, debug, and deploy Serverless applications using AWS SAM

A simple, high-throughput file client for mounting an Amazon S3 bucket as a local file system.

Run Express and other Node.js frameworks on AWS Serverless technologies such as Lambda, API Gateway, Lambda@Edge, and more.

Probabilistic time series modeling in Python

pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

AWS SDK for the Rust Programming Language

A developer toolkit to implement Serverless best practices and increase developer velocity.

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

A library to display an interactive editor for any graph-like data.

Hands on labs and code to help you learn, measure, and build using architectural best practices.

Powertools for AWS is a developer toolkit to implement Serverless best practices and increase developer velocity.

A Java wrapper to run Spring, Spring Boot, Jersey, and other apps inside AWS Lambda.

Diagram-as-code for AWS architecture.

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.

Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

This repository has samples that demonstrate various aspects of the AWS SDK for iOS, you can get the SDK source on Github https://github.com/aws-amplify/aws-sdk-ios/

This repository has samples that demonstrate various aspects of the AWS SDK for Android, you can get the SDK source on Github https://github.com/aws-amplify/aws-sdk-android/

PlantUML sprites, macros, and other includes for Amazon Web Services services and resources

Multi Model Server is a tool for serving neural net models for inference

JavaScript library files for Offline, Sync, Sigv4. includes support for React Native

CLI for AWS Fargate

A fast data collector in Rust