In-Memory Vector Database: A simple, custom-built database to store document vectors and metadata in memory.; Cosine Similarity-Based Retrieval: Implements cosine similarity to find the closest ...

A vector file is an image that can be made infinitely large without losing quality, and usually comes as an .AI, .EPS, .PDF, or .SVG file.