14min chapter

Practical AI: Machine Learning, Data Science, LLM cover image

GraphRAG (beyond the hype)

Practical AI: Machine Learning, Data Science, LLM

CHAPTER

Advancements in Retrieval Augmented Generation

This chapter explores the evolution of Retrieval Augmented Generation (RAG), detailing its foundational technologies and the introduction of GraphRAG to address traditional limitations. It highlights the integration of hybrid search methods, the nuances of vector searches, and the importance of accurately modeling relationships to enhance generative model performance.

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