Similarity Search, Quantization, Faiss, Machine Learning, Hands On Tutorials.
performing similarity search. As we learned, kNN is the most straightforward approach while inverted file index acts on top of it suggesting a trade-off between speed acceleration and accuracy. Nevertheless, both methods do not use data compression techniques which might lead to memory issues,