Function Calling Gives Language Models a Structured Route to Software Tools

Function calling allowed developers to describe available software functions and their parameters to a model. The model could return a structured request, while the application remained responsible for validating and executing it, then supplying the result for the next response. This separation turned tool use from an improvised text convention into a product capability and became a building block for agents that search, calculate, retrieve records and act across services.