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Traditional NER vs LLMs: Dual Approaches to Building Knowledge Graphs

Knowledge graphs are powerful tools for representing relationships between entities in a structured format. They are widely used in various industries like healthcare, finance, e-commerce, and more to organize vast amounts of data…

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RAG to GraphRAG | Enhancing Info Retrieval with Knowledge Graphs

In the realm of artificial intelligence, the pursuit of more accurate and contextually relevant information retrieval has led to significant advancements. One such evolution is from Retrieval-Augmented Generation (RAG) to GraphRAG, a concept detailed in a recent Microsoft blog post…

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