GOAT synthesizes goal-oriented API execution training data from API documents via a call-first generation paradigm, enabling fine-tuned agents to achieve state-of-the-art performance on benchmarks while introducing GOATBench.
thought": Provide a concise summary of how the API Call Result was analyzed, how relevant subinstructions were chosen, and how they were combined to address the User Query. -
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GOAT: A Training Framework for Goal-Oriented Agent with Tools
GOAT synthesizes goal-oriented API execution training data from API documents via a call-first generation paradigm, enabling fine-tuned agents to achieve state-of-the-art performance on benchmarks while introducing GOATBench.