Building Knowlege Graph with LLMs

Tutorial Summary

An intelligent knowledge-extraction system that transforms unstructured text into a clean, interactive knowledge graph. The tool uses GPT-4 to detect key entities—such as people, companies, products, and concepts—and map out the relationships between them. It also standardizes entity names to remove duplicates and inconsistencies. Once the information is extracted, the system automatically generates a dynamic, interactive graph that allows users to explore the structure of the content visually.

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