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This method introduces a novel, fully automated framework that leverages LLM-powered agents to construct product knowledge graphs. It performs three key stages: ontology creation and expansion, ontology refinement, and knowledge graph population. The primary goal is to enhance and automate the KG construction task by using LLMs.
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