2min chapter

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DataStax and the Future of Real-Time Data Applications with Jonathan Ellis

Software Engineering Daily

CHAPTER

Optimizing Large Vector Embeddings with Advanced Storage Techniques

This chapter focuses on the challenges of handling large vector embeddings in data applications, particularly the memory limitations when using large indexes. It explores solutions such as disk storage for full-size vectors and highlights the effectiveness of product quantization techniques for achieving high compression and maintaining accuracy.

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