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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

  • What is AI Workbench?
  • What's New?
  • Desktop Application
  • Command Line Interface

Data Privacy and Security

  • Data Privacy and Collection
  • Shared Security Model
  • Security and Operations FAQ

Get Started

  • Install AI Workbench
    • Windows Install (Local)
    • Ubuntu Install (Local)
    • MacOS Install (Local)
    • Ubuntu Install (Remote)
    • Jetson Install (Remote)
  • Onboarding Project
  • Quickstarts and Walkthroughs
    • 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 Blueprints
    • NIM Deployments

Project Development in AI Workbench

  • Locations (Contexts)
    • Manual Connection
    • Brev Integration
  • Projects
    • The Project Specification
    • Single Container Environments
    • Multi-Container Environments
    • BYOC
  • Development Environments
    • Environment Variables
    • GPU Configuration
    • Mounts
    • Packages
    • Scripts
    • Docker Compose Applications
  • Integrations
    • Self-Hosted Gitlab
  • Applications
    • Visual Studio Code Integration
  • Git in AI Workbench

Collaborate in AI Workbench

  • Use Deep Links
  • Share a Web Application

Reference

  • CLI Reference
  • Container Runtimes
  • Custom Certificates
  • Git Commands
  • Reverse Proxy and Networking
  • Settings
  • System Information
  • Glossary

Troubleshooting Guide

  • Troubleshoot AI Workbench
  • Log and Runtime Files

Release Notes

  • Current Release
  • Version History

Index

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

A

  • API Key
  • Application
  • apt.txt

B

  • Base Environment
  • Base Image
  • Brev
  • BYOC (Bring Your Own Container)

C

  • CDI (Container Device Interface)
  • CLI (Command Line Interface)
  • Compose Application
  • Compose File
  • Container
  • Container Registry
  • Container Runtime
  • Context
  • Credential Manager
  • CUDA

D

  • Deep Link
  • Desktop App
  • Development Environment
  • Docker

E

  • Environment Variables

G

  • Git LFS (Large File Storage)
  • GitHub
  • GitLab
  • GPU (Graphics Processing Unit)
  • GraphQL API

H

  • Host Mount

I

  • Integration

J

  • JupyterLab

L

  • Local Workbench
  • Location

M

  • Mount
  • Multi-Container Environment

N

  • Native App
  • NGC (NVIDIA GPU Cloud)
  • NVIDIA Container Toolkit

O

  • OAuth

P

  • PAT (Personal Access Token)
  • Podman
  • postBuild.bash
  • preBuild.bash
  • Project
  • Project Container
  • Project Mount
  • Project Specification

R

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

S

  • Service
  • Shared Memory
  • spec.yaml
  • SSH (Secure Shell)
  • SSH Tunnel

T

  • Temp Mount
  • TensorBoard

V

  • variables.env
  • Volume Mount
  • VS Code

W

  • Web App
  • Workbench Directory
  • WSL (Windows Subsystem for Linux)
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Last updated on Sep 30, 2025.