Want to host your own Ai assistant for better performance or privacy ? Follow this tutorial to install llama3 and web ui on your computer

This is not a tutorial to install or train your own AI, but a very detailed description on how RAG are working, why they have issues to process existing data, and how they can learn and improve their knowledge database.

You always wanted to host your AI on your own computer ? Well, now you can. In this practical tutorial, you'll learn how to install llama, mistral, stable diffusion, and a web ui to manage all your models. You can even train them. Finally you'll have your own free private cloud based AI (well, free if you already own a good graphical card of course).