See Digest in Action!


Welcome to Digest. This is an exploration of the Word2Vec algorithm. The goal of this project is to create an API that accepts a block of recipe steps and returns a parsed list of steps. The API is being applied in the app Umami. The process of the project involves downloading a recipe set (RecipeNLG), using Google's Word2Vec algorithm to create word vector mappings, importing mappings into spaCy, calculating average vectors for a set of ingredients and actions and finally using these metrics to determine if a given recipe step is valid from a block of text.