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LLM-based Agentic Reasoning Frameworks: A Survey from Methods to Scenarios
Recent advances in LLM-based agents highlight the importance of their reasoning frameworks, which guide the problem-solving process in diverse ways. This survey introduces a unified formal language to systematically categorize these frameworks at three compositional levels: single-agent, tool-based,
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