Function Calling
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Getting Reliable JSON From Language Models: What Actually Works
Asking a model politely for JSON produces valid JSON most of the time, which is the worst possible failure rate.…
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Constrained Decoding Beats Asking Nicely for JSON
Prompting for valid JSON gets you valid JSON most of the time. Constraining the decoder to a grammar gets it…
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Agents Fail Because Their Tools Were Designed for Humans
A tool description written like internal API documentation gives the model no basis for deciding when to call it or…
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