Similarity Search, Quantization, Faiss, Machine Learning, Hands On Tutorials.
principal downside is a slow inference speed. Despite this fact, the algorithm is widely used in modern Big data applications, especially in combination with other similarity search techniques. In the first part of the article series, we described the workflow of the inverted file index. In fact,