AI 101

Ollama

Also known as: ollama

Local

Ollama is a small app that makes running local models almost too easy.

What it does:

  1. You type ollama run llama3.1 (or qwen2.5, mistral, …).
  2. It downloads a ready-to-use quantized build of that model (a few GB).
  3. It runs it on your machine and exposes it on localhost — your laptop is now a private AI server.
  4. Any tool that speaks the OpenAI-compatible API (chat UIs, code agents, scripts) can talk to it.

Why people use it:

  • Private — your prompts and data never leave the machine.
  • Free after download — no per-token billing, no rate limits.
  • Offline — works on a plane, on a disconnected machine, anywhere.
  • The standard dev sandbox for “what can I run on my hardware?”

Honest expectations: a local 7–14B model is fine for drafting, explaining, and small coding tasks — it will not match frontier cloud models on hard reasoning. Local AI is a *different tool*, not a worse copy: private, cheap, instant, offline.