Comparing Quantization Techniques for Scalable Vector Search

Imagine looking for similar things based on deeper insights instead of just keywords. That's what vector databases and similarity searches help with. Vector databases enable vector similarity search. It uses the distance between vectors to find data points in search queries. However, similarity search in high-dimensional data can be slow and resource-intensive. Enter Quantization techniques! […]

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