How to Test Local AI Agents for Tool-Calling Reliability
Answer-only grading hides the most common agent failures: the wrong tool called with a plausible-sounding summary. The fix is to capture the tool-call log as a structured…
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#tool calling
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3 published articlesHow to Use Function Calling with Local Models for Workflow Automation
Function calling lets a local model request a specific function by name and arguments, while your application decides whether and how to run it. This guide explains…
How to Use Ollama Tool Calling and Structured JSON Output
Ollama supports two distinct capabilities that are easy to confuse: tool calling, where a model requests a named function that your app executes, and structured outputs, where…