Artificial intelligence, particularly Large Language Models (LLMs), is rapidly evolving, with open-source models now competing head-to-head with their closed-source counterparts in both quality and quantity. This explosion of open-source options empowers individuals to run custom LLMs and AI agent applications directly on their own computers, free from centralized gatekeepers.