Update app.py

app.py

@@ -18,14 +18,11 @@ for uploaded_file in uploaded_files:
     
     st.dataframe(data) # view the text data
 
-    st.subheader("Paste the job description")
+    from sklearn.feature_extraction.text import TfidfVectorizer
+    from sklearn.metrics.pairwise import cosine_similarity
+    vec = TfidfVectorizer()
+    tf_idf = vec.fit_transform(data["Resume"])
+    st.dataframe(pd.DataFrame(tf_idf.toarray(), columns=vec.get_feature_names_out()))
 
-    txt = st.text_area("Job description")
-    txt1 = pd.Series(txt, index = ["Job"])
-    st.dataframe(txt1)
-
-    merge = pd.concat([data, txt1], axis=1)
-    st.dataframe(merge)
-