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resulting in substantial improvements within our knowledge of this area. Nonetheless, the quick breakthroughs in Substantial Language Styles (LLMs) plus the emergence of LLM-based AI agent frameworks pose new difficulties and opportunities for even further investigation. In the sector of process automation, a whole new generation of AI-based agents