Ollama Tool Calling in 5 Lines of Python

Models like qwen2.5, llama3.1, and mistral can now call functions - inspect a schema, decide which function to invoke, pass structured arguments, and use the result in their response. It's genuinely powerful. And using it is genuinely painful. What tool calling actually looks like Here's the minimum viable code to get Ollama tool calling working with requests.