Building Search engine and deploying a website with flask that searches for words in a big folder of text files My partner, Austin Tran and I used the ideas behind TF-IDF to find where words would be weighted by TF-IDF values and results would show which document our searched word occurs most in. We then used cosine similarity to find similarities.