AI Workbench

Jul 29, 2026

How to Self-Host a Validated AI Coding Assistant with NVIDIA NeMo Guardrails

Deploying an AI coding assistant in a regulated, sovereign, or source-sensitive environment, often comes with challenges. Three common issues are: the source...
14 MIN READ
Feb 05, 2025

Streamline Collaboration Across Local and Cloud Systems with NVIDIA AI Workbench

NVIDIA AI Workbench is a free development environment manager to develop, customize, and prototype AI applications on your GPUs. AI Workbench provides a...
8 MIN READ
Dec 18, 2024

A Guide to Retrieval-Augmented Generation for AEC

Large language models (LLMs) are rapidly changing the business landscape, offering new capabilities in natural language processing (NLP), content generation,...
12 MIN READ
Nov 04, 2024

Frictionless Collaboration and Rapid Prototyping in Hybrid Environments with NVIDIA AI Workbench

NVIDIA AI Workbench is a free development environment manager that streamlines data science, AI, and machine learning (ML) projects on systems of choice. The...
10 MIN READ
Oct 01, 2024

Evolving AI-Powered Game Development with Retrieval-Augmented Generation

Game development is a complex and resource-intensive process, particularly when using advanced tools like Unreal Engine. Developers find themselves navigating...
6 MIN READ
The word PLAY spelled out in wooden blocks on a blue background with a real hand and finger pressing a play button on a block at the end of the word.
Aug 26, 2024

NVIDIA AI Workbench Simplifies Using GPUs on Windows

NVIDIA AI Workbench is a free, user-friendly development environment manager that streamlines data science, ML, and AI projects on your system of choice: PC,...
8 MIN READ
Jul 11, 2024

Optimize AI Model Performance and Maintain Data Privacy with Hybrid RAG

The rapidly evolving field of generative AI is focused on building neural networks that can create realistic content such as text, images, audio, and synthetic...
7 MIN READ
Jun 02, 2024

Streamline Development of AI-Powered Apps with NVIDIA RTX AI Toolkit for Windows RTX PCs

NVIDIA today launched the NVIDIA RTX AI Toolkit, a collection of tools and SDKs for Windows application developers to customize, optimize, and deploy AI models...
8 MIN READ
Illustration representing AI Workbench.
Mar 21, 2024

Speed Up Your AI Development: NVIDIA AI Workbench Goes GA

NVIDIA AI Workbench, a toolkit for AI and ML developers, is now generally available as a free download. It features automation that removes roadblocks for...
4 MIN READ
Jan 30, 2024

Create, Share, and Scale Enterprise AI Workflows with NVIDIA AI Workbench, Now in Beta

NVIDIA AI Workbench is now in beta, bringing a wealth of new features to streamline how enterprise developers create, use, and share AI and machine learning...
10 MIN READ
Decorative image of an open laptop with a lightbulb leaning on it, on a purple background.
Jan 08, 2024

Supercharging LLM Applications on Windows PCs with NVIDIA RTX Systems

Large language models (LLMs) are fundamentally changing the way we interact with computers. These models are being incorporated into a wide range of...
5 MIN READ
Nov 07, 2023

Getting Started with Large Language Models for Enterprise Solutions

Large language models (LLMs) are deep learning algorithms that are trained on Internet-scale datasets with hundreds of billions of parameters. LLMs can read,...
13 MIN READ
Three images of astronauts, showing the progression of a generative AI model creating an image of Toy Jensen in space.
Aug 08, 2023

Develop and Deploy Scalable Generative AI Models Seamlessly with NVIDIA AI Workbench

Developing custom generative AI models and applications is a journey, not a destination. It begins with selecting a pretrained model, such as a Large Language...
11 MIN READ