Vector quantization is the process of shrinking full fidelity vectors into fewer bits. It reduces the memory required to store each vector by storing the reduced representation of our vector instead. This reduces our resource consumption and allows for a more efficient application, at the cost of recall. MongoDB recommends quantization for...