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Agents & Tool Use

  • Toolformer: Language Models Can Teach Themselves to Use Tools by Schick, Dwivedi-Yu, Dessì, Raber, Lomeli, Zettlemoyer, Cancedda, Scialom (2023) [paper] — LMs learning when and how to call external tools. Key step toward agentic LMs. PDF
  • ReAct: Synergizing Reasoning and Acting in Language Models by Yao, Zhao, Yu, Du, Shafran, Narasimhan, Cao (2022) [paper] — Interleaving reasoning traces and actions. The prompting pattern behind most LLM agents. PDF