Skip to content
Orbit Docs

Function calling

Published Updated

Also called Structured tool calling

What is Function calling?

A specific type of tool use where an AI model is provided with a list of programming functions and intelligently generates the exact JSON arguments needed to execute them.

Function calling is the standardized API mechanism used by providers like OpenAI and Google. Developers pass a JSON schema describing available functions (e.g., get_weather(location)). The model analyzes the user's prompt, decides if a function is needed, and outputs a strictly formatted JSON object containing the parameters required to run that function.

How it relates to Orbit

Orbit exposes structured MCP tool calls for operations such as queueing prompts and reading files. See MCP Tool Catalog for details.

When you would use it

You use function calling when orchestrating programmatic workflows where the AI serves as a routing engine, converting messy human intent into clean, executable code parameters.

Common operations

  • Converting natural language into structured database queries.
  • Triggering specific backend microservices based on chat input.

Related terms

Where this is taught