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Glossary Term
AI & LLM

Tool Calling

An LLM capability to invoke external functions or APIs during generation, enabling AI agents to take actions and access real-time data.

Related Service: Custom Solutions

Tool calling: making AI actually do things (safely)

Tool calling is when an AI model is allowed to invoke specific “tools” (APIs, databases, search, calculators) to fetch data or perform actions. It’s how you move from chat to systems that can answer with evidence and produce structured results.

Why it improves reliability

  • Reduces guessing by pulling real data instead of relying on memory.
  • Enables reproducible outputs (same inputs → same tool results).
  • Supports auditing (you can log tool inputs/outputs).

Safety checklist

  • Limit tools to the minimum needed and validate inputs server-side.
  • Use “read-only” tools by default; require explicit intent for write actions.
  • Log and monitor failures and unexpected calls.

More AI & LLM terms

Browse related definitions in the same glossary category.

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Adapting a pre-trained AI model to a specific task or domain by training it on additional specialised data.

Where this term is applied

Related GEO services, audits, and frameworks that operationalise Tool Calling in commercial execution.

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Core implementation model for AI-first search visibility.

GEO Audit Service

Identify and prioritise visibility blockers.

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