Vector Embeddings
What are Vector Embeddings Let’s go back to the number line. The distance between two points; This is a good example of what Vector Embeddings are, fingerprinting a document into a number in multi-dimensional space. Since a document can be represented as a number (series of numbers), now a relation can be made between two documents. The relation in terms of distance between two vectors (which could be a markdown document for instance), small distances have a high relatedness and large distances suggest a low relatedness....