Built a web scraping program that scrapes recipes from https://www.allrecipes.com/. Used Bidirectional Encoder Representation from Transformers (BERT) to generate sentence embeddings and applied cosine similarity on the text of ingredients of all scraped recipes.
In addition, a table deployed on Streamlit is available to see the top five similar recipes for each recipe https://dlee07-recipe-similarity-gen.streamlit.app/