The NVIDIA NeMo Agent toolkit is an open-source library for efficiently connecting and optimizing teams of AI agents.

Write HTML. Render video. Built for agents.

World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI coding assistant into a full video pro…

You built it. Now brag. Turn the project you just created into a short, shareable launch video with one command.

Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS

A library for evaluating structured data and AI outputs with weighted field comparison and custom comparators

OpenAI-Compatible RESTful APIs for Amazon Bedrock

Open source MCP Servers for AWS

AWS SDK for the Rust Programming Language

AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.

The Amazon S3 Connector for PyTorch delivers high throughput for PyTorch training jobs that access and store data in Amazon S3.

Python SDK for transforming any AI agent into a production-ready application. Framework-agnostic primitives for runtime, memory, authentication, and tools with AWS-managed infrastructure.

Amazon S3 Find and Forget is a solution to handle data erasure requests from data lakes stored on Amazon S3, for example, pursuant to the European General Data Protection Regulation (GDPR)

AWS MCP Proxy Server

A unified library of SOTA model optimization techniques like quantization, distillation, pruning, neural architecture search, speculative decoding, etc. It compresses deep learning models for downs…

Smithy code generators and core modules for Python (in development)

the LLM vulnerability scanner

This NVIDIA RAG blueprint serves as a reference solution for a foundational Retrieval Augmented Generation (RAG) pipeline.

Refine high-quality datasets and visual AI models

The uncompromising Python code formatter

Reference implementation of the Agentic Commerce Protocol (ACP) and Universal Commerce Protocol (UCP)- enabling AI-powered checkout negotiation while maintaining merchant control.

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

Enterprise graph machine learning framework for billion-scale graphs for ML scientists and data scientists.

A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) using AWS CDK on AWS

A development library for creating web applications to visualize industrial data

The Amazon Kinesis Hot Shard Advisor is a CLI tool that simplifies identifying whether you have hot key or hot shard issues on your Kinesis data streams. The tool can also identify whether you are …

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

AI-Driven Life Cycle (AI-DLC) adaptive workflow steering rules for AI coding agents