Tool Calling

What is Tool Calling in AI?

Tool calling is the ability of an AI model to interact with external tools, APIs, or systems rather than just generating text. The model identifies when a tool is needed, constructs the appropriate call, receives the result, and incorporates it into the response.

Why is it so important for agentic systems?

Tool calling is what enables AI systems to take action in the real world — retrieving live data, updating records, triggering workflows, performing calculations. Without it, an AI can only tell you what should happen. With tool calling, it can make it happen.