Tag: embedding
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Creating a Tiny Vector Database, Part 1
Reading Time: 8 minutes
[medium discussion] Introduction Vector databases allow you to search for approximate nearest neighbors from a large set of vectors. They provide an alternative to brute force nearest neighbor searches at the cost of accuracy and additional memory. Previously, many advancements in NLP and deep learning were limited to small scales due to the lack of…