Information Retrieval System
Web crawler that scrapes data from a website and provides semantically-accurate recommendation based on input query
Incorporated tf-idf vectorizer and BERT
See documentation for additional info
Brought to you by the Islanders:
Avlonitis Ektor Lazarevic Milos Vavakas Alexandros
Usage:
As of now, works only on azlyrics.com
Run python files via cmd or use IDE of choice
Dependencies:
Downloading the Data: • Urllib • Requests • BeautfiulSoup • Time • Random • CSV
Preprocessing, TF-IDF: • Pandas • SKlearn • Numpy • NLTK
Processing, BERT: • Seaborn • Matplotlib • FAISS • Sentence_Transformers