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#041 Context Engineering, How Knowledge Graphs Help LLMs Reason

How AI Is Built

CHAPTER

Integrating Knowledge Graphs with Vector Databases

This chapter explores the architecture of integrating knowledge graphs with vector databases, particularly focusing on user query flow and data narrowing techniques. It highlights practical applications using natural language queries related to Kamala Harris's campaign and examines the complexities of constructing and querying knowledge graphs to uncover hidden relationships in various contexts. The discussion also touches on challenges in multilingual entity translation and the ongoing need for entity disambiguation in knowledge graphs.

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