Update app.py

app.py

@@ -57,6 +57,14 @@ if uploaded_files:
         result = pd.concat(frames)
         st.dataframe(result)
 
+        vec = TfidfVectorizer()
+        tf_idf = vec.fit_transform(corpus)
+        x = pd.DataFrame(tf_idf.toarray(), columns=vec.get_feature_names_out())
+        st.dataframe(x)
+        cosine_sim = cosine_similarity(tf_idf, tf_idf)
+        st.dataframe(cosine_sim)
+
+