Implementing Vector Search from Scratch: A Step-by-Step Tutorial

There’s no doubt that search is one of the most fundamental problems in computing. Vector search matches meanings by converting text into numerical vectors and finding the closest matches in a high-dimensional space. By following this step-by-step guide, you can build a vector search system from scratch in Python using cosine similarity and visualize how it works.