标题： 基于LLM的代理调查：常见工作流程和可重用的LLM配置组件 显示英文标题

标题： A Survey on LLM-Based Agents: Common Workflows and Reusable LLM-Profiled Components

摘要： 最近在大型语言模型（LLMs）方面的进展促进了基于LLM的代理开发的复杂框架的发展。 然而，这些框架的复杂性在细粒度上造成了区分的障碍，这是在不同框架上实现高效操作和促进未来研究的关键方面。 因此，本次综述的主要目的是通过识别常见的工作流程和可重用的LLM-配置组件（LMPCs），来促进对各种最近提出的框架的连贯理解。 显示英文摘要

摘要： Recent advancements in Large Language Models (LLMs) have catalyzed the development of sophisticated frameworks for developing LLM-based agents. However, the complexity of these frameworks r poses a hurdle for nuanced differentiation at a granular level, a critical aspect for enabling efficient implementations across different frameworks and fostering future research. Hence, the primary purpose of this survey is to facilitate a cohesive understanding of diverse recently proposed frameworks by identifying common workflows and reusable LLM-Profiled Components (LMPCs).