Update app.py

app.py

@@ -42,31 +42,34 @@ q[2] = "What time is it going to happen?"
 QA_input = [{} for i in range(3)]
 res = [{} for i in range(3)]
 
-
-sentence=st.text_area("Enter your sentence")
-
-for i in range(3):
-  QA_input[i] = {
-    'question': q[i],
-    'context': sentence
-  }
-  res[i] = nlp(QA_input[i])
-  a[i] = res[i]['answer']
-
-a1 = a[0].lower()
-a1s = set(a1.split())
-sus = set(suspicious_words)
-cw = a1s.intersection(sus)
-
-if len(cw) != 0:
-  st.write("The crime detected is: ",a[0])
-  if len(a[1]) != 0:
-    st.write("The location of crime detected is: ",a[1])
-  elif len(a[1]) == 0:
-    st.write("No location detected")
-  if len(a[2]) != 0:
-    st.write("The time of crime detected is: ",a[2])
-  elif len(a[2]) == 0:
-    st.write("No time detected")
-elif len(cw) == 0:
-  st.write("No crime detected")
+df = pd.read_excel('senti.xlsx')
+
+parsed_column = df['sentences'].to_list()
+
+print(parsed_column)
+for sentence in parsed_column:
+    for i in range(3):
+      QA_input[i] = {
+        'question': q[i],
+        'context': sentence
+      }
+      res[i] = nlp(QA_input[i])
+      a[i] = res[i]['answer']
+    
+    a1 = a[0].lower()
+    a1s = set(a1.split())
+    sus = set(suspicious_words)
+    cw = a1s.intersection(sus)
+    
+    if len(cw) != 0:
+      st.write("The crime detected is: ",a[0])
+      if len(a[1]) != 0:
+        st.write("The location of crime detected is: ",a[1])
+      elif len(a[1]) == 0:
+        st.write("No location detected")
+      if len(a[2]) != 0:
+        st.write("The time of crime detected is: ",a[2])
+      elif len(a[2]) == 0:
+        st.write("No time detected")
+    elif len(cw) == 0:
+      st.write("No crime detected")