This is my offering to the Open-Source Community. I am an advocate of Sovereign AI. This writing talks about how first to build your own Soverneign cluster using a linux workstation and 6 macbook laptops to handle the LLM by slicing it across the 6
Apple laptops and the Linux desktop doing the orchestration.

Also for bonus material, there is a section on Creating your own RAG code to vector your files for use with the LLM and then also on how to reduce hallucinations using "GhostDriftProtocol" to reduce the chance by using multiple infrences to create a cross check hash to validate the response.