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In the realm of large language models (LLMs), an agent is an entity that can autonomously reason and complete tasks with an LLM’s help. This allows LLMs to go beyond text generation to conduct conversations and complete domain-specific tasks. To guide this behavior, we employ reasoning patterns. According to the research paper Large Language Models are Zero-Shot Reasoners, LLMs excel at high-level reasoning, despite having a knowledge cutoff.