| import streamlit as st | |
| import helper | |
| import pickle | |
| import sklearn | |
| from sklearn.feature_extraction.text import CountVectorizer | |
| model = pickle.load(open('model.pkl', 'rb')) | |
| st.header("Duplicate Question Pairs") | |
| q1 = st.text_input("Enter question 1") | |
| q2 = st.text_input("Enter question 2") | |
| if st.button("Find"): | |
| query = helper.query_point_creator(q1, q2) | |
| result = model.predict(query)[0] | |
| if result: | |
| st.header("Duplicate") | |
| else: | |
| st.header("Not Duplicate") |