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NVIDIA AI Workbench User Guide - Home NVIDIA AI Workbench User Guide - Home

NVIDIA AI Workbench User Guide

  • Documentation Home
NVIDIA AI Workbench User Guide - Home NVIDIA AI Workbench User Guide - Home

NVIDIA AI Workbench User Guide

  • Documentation Home

Table of Contents

Overview

  • NVIDIA AI Workbench
  • The Desktop App
  • The CLI
  • What's New?

Install AI Workbench

  • Overview
  • Desktop App Install
  • Full Local Install
  • Remote Install
  • Uninstall
  • Update

Get Started

  • Onboarding Project
  • Quickstarts
    • Basic Quickstart
    • Basic Quickstart (CLI)
    • Walkthrough: Project Dashboard for Onboarding, Monitoring and Managing Your Project
    • Walkthrough: Customize Your Environment
    • Walkthrough: Customize Your Environment (CLI)
    • Walkthrough: Add a Custom Application
    • Advanced Walkthrough: Hybrid RAG
    • Advanced Walkthrough: Use Your Own Container
  • Example Projects
    • Retrieval Augmented Generation (RAG)
    • Fine-Tuning
    • Data Science
    • AI Blueprint Workflows
    • NIM Deployments

Basic Concepts

  • Projects
  • Locations
  • Project Containers
  • Multi-Container
  • Applications
  • Versioning
  • Project Specification

Desktop App How To Guides

  • Use the How-To Guides
  • Use Projects
    • Create-Clone-Publish
    • Manage and Edit Files
    • Use Clone Deep Links
    • Use Version Control
  • Add Existing Location
  • Add Brev Remote
  • Connect IDEs
    • VS Code
    • Cursor
    • Windsurf
  • Manage Environments
    • Package Management
    • Prebuild Script
    • Postbuild Script
    • Configure Runtime Settings
    • Configure GPU Settings
    • Multi-Container Environments
  • Connect Integrations
    • GitHub and GitLab.com
    • Self-Hosted GitLab
    • NVIDIA NGC and Brev
  • Share Web App
  • Use a Custom Base Image
  • Convert a Git Repo

Reference

  • Applications
  • Desktop App and CLI
    • Desktop App
    • Command Line Interface
  • Frequently Asked Questions
    • General
    • Application Configuration
    • Installation
    • Projects
    • Version Control
    • Locations
    • Environments
    • Integrations
    • Collaboration
  • Glossary
  • Projects and Environments
    • Runtime Configuration
    • GPU Configuration
    • Containers
    • Compose Environments
    • Compose Patterns
    • Spec
    • Base Environments
  • Remote Locations
  • Settings and Configs
    • Application Components
    • Application Settings
    • Dark Mode
    • Container Runtimes
    • Custom Certificate Authorities
    • Web Proxy
  • Support Matrix
  • Version Control
    • Git Configuration
  • Windows Installation Reference

Security and Privacy

  • Data Privacy Statement
  • Shared Security Model
  • Security and Operations

Troubleshooting

  • Overview
  • General Troubleshooting
  • Logging
  • Error Codes

Release Notes

  • Current Release
  • Version History
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Index

A | B | C | D | E | G | H | I | J | L | M | N | O | P | R | S | T | U | V | W

A

  • API Key
  • Application
  • apt.txt

B

  • Base Environment
  • Base Image
  • Brev
  • BYOC

C

  • CA
  • CDI
  • CLI
  • Compose Application
  • Compose File
  • Container
  • Container Registry
  • Container Runtime
  • Container Toolkit
  • Context
  • Credential Manager
  • CUDA

D

  • Deep Link
  • Desktop App
  • Development Environment
  • Docker

E

  • Environment Variables

G

  • Git LFS
  • GitHub
  • GitLab
  • GPGPU
  • GPU
  • GraphQL API

H

  • Host Mount

I

  • Integration

J

  • JupyterLab

L

  • Local Workbench
  • Location

M

  • MiB
  • Mount
  • Multi-Container Environment

N

  • Native App
  • NGC
  • NVIDIA Container Toolkit

O

  • OAuth

P

  • PAT
  • Podman
  • postBuild.bash
  • preBuild.bash
  • Project
  • Project Container
  • Project Mount
  • Project Specification

R

  • Remote Location
  • Remote Workbench
  • requirements.txt
  • Reverse Proxy

S

  • Service Manager
  • Shared Memory
  • spec.yaml
  • SSH
  • SSH Tunnel

T

  • Temp Mount
  • TensorBoard
  • Traefik

U

  • Ubuntu

V

  • variables.env
  • Volume Mount
  • VS Code

W

  • Web App
  • webapp
  • Workbench Directory
  • WSL
  • WSL2
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Last updated on Nov 21, 2025.