Similarity Search, Quantization, Faiss, Machine Learning, Hands On Tutorials.
especially in cases of large datasets and limited RAM. In this article, we will try to address this issue by looking at another method called Product Quantization. Similarity Search, Part 1: kNN & Inverted File Index Similarity search is a popular problem where given a query Q we need to find the