PAFFA caches LLM-generated web interaction scripts into an action library so that runtime agents only retrieve and parameterize a pre-written API rather than parsing HTML step by step.
Huang, Mustafa Safdari, Yutaka Matsuo, Douglas Eck, and Aleksandra Faust
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PAFFA: Premeditated Actions For Fast Agents
PAFFA caches LLM-generated web interaction scripts into an action library so that runtime agents only retrieve and parameterize a pre-written API rather than parsing HTML step by step.