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Putting the "fun" in function calling

Talkat PyData Tel Aviv 2025 · on Wednesday, 2025-11-05· at 13:15· Green· [ai-assisted-development, large-language-models]
github:RoiTabach
slides:none on file

Shows how function calling (passing formal signatures) replaces brittle JSON parsing and saves teams from fragile regex and retry hacks, with examples: a Blinkops automation that turns a natural language rule into runnable workflows and agents that call APIs and report agent success / failure back as boolean tool calls. Explains that implementations are still prompt engineering all the way, cites a Berkeley paper where tool use boosts accuracy well above prior models (not yet 95%), and outlines practical eval heuristics.

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