12min chapter

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis cover image

Long-Term Memory for LLMs, with HippoRAG author Bernal Jiménez Gutierrez

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

CHAPTER

Exploring Page Rank Algorithm and Efficient Graph Navigation

The chapter explores the page rank algorithm, discussing the significance of starting points and exploration limits in graph traversal. It evaluates the efficiency versus intelligence trade-offs when navigating graphs and highlights the advantages of running the algorithm on various benchmarks. The discussion includes the iterative processing method, comparing traditional brute force with the more efficient HippoRAG method for database searches.

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