> But here’s the important part: LLMs don’t know how to use tools. They don’t have native tool calling support. They just generate text that represents a function call.

Its not a completely true statement. Eg openAI uses libraries like llguidance to get LLM to produce structured output, its not completely unguided free form text that happens to mimic a function call with parameters, truly.