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LLMs and Graphs Synergy

Data Skeptic

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Integrating Knowledge Graphs with Language Models

This chapter explores the integration of knowledge graphs and large language models (LLMs) to enhance data representation and response accuracy. It discusses methods for extracting relevant information, improving reasoning processes, and the operational framework of systems like KnowledgeRef. Additionally, the chapter highlights innovative approaches such as retrieval augmented knowledge generation (RAG) to optimize customer service interactions.

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