Shypd.aiThe largest open index of AI toolsLLM-Agent-Survey is an Open Source resource that provides a comprehensive survey of research on LLM-based autonomous agents. It explores their construction, application, and evaluation, serving as a valuable reference for researchers and practitioners.
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LLM-Agent-Survey is an open-source resource offering a comprehensive survey of research on Large Language Model (LLM)-based autonomous agents. It systematically analyzes the construction, application, and evaluation of these agents, bridging a gap in the field by consolidating independent proposals into a unified study. The survey explores essential components like profile, memory, planning, and action modules, and investigates applications across natural sciences, social sciences, and engineering. It also delves into evaluation strategies, encompassing both subjective and objective methods. This resource is continuously updated with new works and aims to provide insights and references for researchers and practitioners in this rapidly evolving field.
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