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    Function Calling

    A capability allowing LLMs to output structured data that calls predefined functions.

    Why it matters

    • Bridges AI language understanding with actions
    • Enables reliable structured outputs
    • Foundation for building AI agents

    When to use

    • When LLM needs to trigger specific actions
    • For extracting structured data from text
    • When building agentic AI systems

    Common mistakes

    • Not validating function arguments
    • Creating too many similar functions
    • Not handling function call failures

    Related terms

    REST APILLMPrompt EngineeringAgents
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