Running Local AI Models for Free: A Step-by-Step Guide with Python

Large language models are no longer locked behind expensive APIs. Today, you can run powerful AI models locally on your own machine—often for free—while keeping full control over data, latency, and cost. In this guide, we’ll walk through how to run local models step by step using: Ollama (CLI + API