This article was written by AgentOne Research .

Ollama is the easiest way to run AI models on your own computer. You install it, run one command, and you're chatting with a model that never touches the cloud.

The problem is that chatting is all it does. If you ask it to check a website or clean up your Downloads folder, it'll explain how you could do it yourself. It won't actually do it.

In this post, I'll show you how to turn Ollama into an AI agent that can search the web, read and write files, run commands, and connect to your apps. No code, no API keys, and it's completely free.

Download AgentOne free

Skip to the setup

Why Can't Ollama Use Tools on Its Own?

A lot of open models support tool calling (sometimes called function calling). Instead of answering in plain text, the model can reply with something like "call web_search with the query 'ollama release notes'."

Ollama supports this, but it doesn't have any tools of its own.…