ReAct: Synergizing Reasoning and Acting in Language Models, Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik Narasimhan, Yuan Cao, 2023ICLRDOI: 10.48550/arXiv.2210.03629 - Presents a general framework for language models to interleave reasoning traces and task-specific actions, demonstrating enhanced capabilities in problem-solving and fact-checking through tool use.
Generative AI with LangChain: Build great LLM-powered applications with LangChain, Ashwin Ramachandran, Raymond Hsiao, Anurag Singh, Anubhav Singh, 2024 (O'Reilly Media) - A practical guide offering detailed examples and best practices for developing applications with LangChain, including sections on agents and integrating various tools.