Ubuntu-AI-Tools-Install

Overview

The Ubuntu-AI-Tools-Install project provides an automated script designed to quickly set up an Ubuntu LTS Server environment optimized for AI and machine learning applications. This comprehensive script facilitates the installation of essential packages, including Nvidia GPU drivers, CUDA, various developer tools, and powerful local model management systems like Ollama and Llama.cpp. The goal is to create a streamlined and efficient setup experience for developers looking to harness the capabilities of local AI models.

Key Features

• Automated Environment Setup: The script automates the setup of an AI development environment on a fresh Ubuntu installation, ensuring all necessary components are configured correctly without manual intervention.
• NVIDIA Driver Installation: Downloads and installs the required Nvidia vGPU drivers or regular Nvidia GPU drivers alongside necessary licenses to ensure seamless GPU utilization.
• CUDA and Other Libraries: Automates the installation of the latest CUDA version, NVIDIA Container Toolkit, and cuDNN, crucial for ML workloads (Machine Learning) and advanced GPU computations.
• Interactive Menu for User Control: The script features an easy-to-use interactive menu, allowing users to select specific components to install, enhancing customization and usability.
• Hardware-Aware Configuration: Automatically detects system hardware and adjusts installation options, such as enabling or disabling features based on the presence of an Nvidia GPU.
• Local Model Support: Supports installation of local models via Ollama and Llama.cpp, empowering users with robust AI model capabilities optimized for their specific hardware.

Usage

To initiate the setup process, a simple command is provided for direct execution:

bash -c "$(curl -fsSL https://raw.githubusercontent.com/chsbusch-dot/ubuntu-prep/main/ubuntu-prep-setup.sh)"

Customization Options

Users can easily navigate through an interactive menu that presents various options:

--- Ubuntu Prep Script Menu ---
Hardware: NVIDIA GPU/vGPU Detected
Target User: chris (/home/chris)
Use numbers [1-16] to toggle an option. Press 'a' to select all.
Press 'i' to install selected, or 'q' to quit.
---------------------------------
 [x] 1. Update System Packages (apt update && upgrade) (Required)
 [ ] 2. Install Oh My Zsh & Dev Tools (git, tmux, micro)
 [ ] 3. Install Python Environment
 [ ] 4. Install Docker and Docker Compose
 [ ] 5. Install NVM, Node.js & NPM
 [ ] 6. Install Homebrew
 [ ] 7. Install Google Gemini CLI
 [ ] 8. Install NVIDIA vGPU Driver
 [ ] 9. Install btop (System Monitor)
 [ ] 10. Install nvtop (GPU Monitor)
 [ ] 11. Install CUDA
 [✓] 12. Install gcc compiler
 [ ] 13. Install NVIDIA Container Toolkit
 [ ] 14. Install cuDNN
 [ ] 15. Install Local LLM Support (Ollama, llama.cpp, Open-WebUI, LibreChat)
 [ ] 16. Install OpenClaw

AI and ML Tools

This project equips developers to run advanced machine learning applications locally, offering integration with cutting-edge tools such as Google Gemini CLI and OpenClaw for efficient model management and deployment. With ongoing updates and forthcoming enhancements planned, it stands as a significant resource for anyone engaging with AI on the Ubuntu platform.

Security Considerations

Users are advised to enhance security measures on their installations, especially when deploying on VPS or open network environments. The script provides initial configurations, but additional hardening is recommended for production use.

For more information and further details on potential future features, users are encouraged to check the repository's documentation.