How LLM Function Calling Actually Works — From Tokens to Tool Orchestration

Originally published on my blog. Cross-posted here with a canonical link. When you ask an LLM "Compare the weather in Tokyo and Berlin," what actually happens? The model can't browse the internet — bu...