This guide offers a detailed walkthrough for setting up PrivateGPT on Xubuntu, a lightweight Linux distribution. It covers everything from installing Python and necessary dependencies to running PrivateGPT and its web interface. Ideal for developers and privacy-conscious users, the guide enables you to run a private, offline AI model for document querying. It is aimed at those familiar with Linux environments who want to harness the power of PrivateGPT in a secure and efficient way.