Why Consider Knowledge Graph to Enhance Your RAG?

Angelina Yang
3 min readMay 30, 2024

Retrieval-Augmented Generation (RAG) has become a popular technique for grounding large language models and preventing them from hallucinating incorrect facts. However, basic RAG systems have some key limitations when dealing with complex questions that require reasoning over multiple pieces of information.

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The Limitations of Basic…

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