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…

Industry Data Framework (IDF) IAC modules repository

Seed-Farmer is an orchestration tool that works with AWS CodeSeeder and acts as an orchestration tool modeled after GitOps deployments. It has a CommandLine Interface based in Python, leverages mod…

Supercharge Your LLM with the Fastest KV Cache Layer

NCCL Tests

Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.

AWS MCP Servers — specialized MCP servers that bring AWS best practices directly to your development workflow

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

DoEKS is a tool to build, deploy and scale Data Platforms on Amazon EKS

ADDF is a collection of modules, deployed using the SeedFarmer orchestration tool. ADDF modules enable users to quickly bootstrap environments for the process and analysis of autonomous driving data.

Agent samples built using the Strands Agents SDK.

The aws-codeseeder project enables builders to easily "seed" python code to AWS CodeBuild for remote execution in their cloud environments.

[CVPR 2025 Highlight] Truncated Diffusion Model for Real-Time End-to-End Autonomous Driving

OpenEMMA, a permissively licensed open source "reproduction" of Waymo’s EMMA model.

The Python programming language

Generative AI on AWS

This repository aims to showcase how to finetune a FM model in Amazon EKS cluster using, JupyterHub to provision notebooks and craft both serving and training scripts, RayOperator to manage Ray Clu…

PandasAI is the Python library that integrates Gen AI into pandas, making data analysis conversational

A modern data marketplace that makes collaboration among diverse users (like business, analysts and engineers) easier, increasing efficiency and agility in data projects on AWS.

A conda-smithy repository for awswrangler.

Pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON an…

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

A light weight Python library for the Spotify Web API

The AWS Cloud Development Kit is a framework for defining cloud infrastructure in code