3min chapter

Practically Intelligent cover image

Vector Databases, Embeddings, and a history of Deep Learning with Leo Dirac

Practically Intelligent

CHAPTER

Challenges of Embeddings in Large-Scale Deployments and Data Protection

This chapter explores the challenges faced by engineering managers in implementing large-scale deployments of embeddings, focusing on privacy and security concerns. It discusses the emergence of security companies, predictions of new regulations, and the difficulties of managing raw and embedded data in vector databases.

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