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Vector databases (beyond the hype)

Practical AI

CHAPTER

Exploring Innovation and Trends in Disk-Based Vector Databases

This chapter explores the landscape of disk-based K-nearest neighbor databases, emphasizing LanceDB's innovative approach to on-disk indexing. It discusses the challenges of implementing algorithms in real-world databases while comparing vendors and considering future trends in vector database solutions.

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