Update app.py

app.py

@@ -21,8 +21,11 @@ def load_model(model_name):
     model = SequenceTagger.load(model_name)
     return (model)
 
-activity = ['ফাইল আপলোড', 'টেক্সট ইনপুট']
+activity = ['আপনার পছন্দ নির্বাচন করুন', 'ফাইল আপলোড', 'টেক্সট ইনপুট']
 choice = st.sidebar.selectbox('আপনি কিভাবে এটি প্রক্রিয়া করতে চান?',activity)
+model = load_model('best-model-002.pt')
+
+
 
 
 if choice == 'টেক্সট ইনপুট':
@@ -33,7 +36,7 @@ if choice == 'টেক্সট ইনপুট':
         
        
         sentence = Sentence(data)
-        model = load_model('best-model-002.pt')
+        # model = load_model('best-model-002.pt')
         model.predict(sentence)
         my_list = []
       
@@ -50,12 +53,14 @@ if choice == 'ফাইল আপলোড':
         bytes_data = uploaded_file.read()
         st.write("filename:", uploaded_file.name)
         dataframe = pd.read_excel(uploaded_file)
-        model = load_model('best-model-002.pt')
-        data = BasicTokenizer().tokenize(input_data)
+        # model = load_model('best-model-002.pt')
+        
               
         
         for index, row in dataframe.iterrows():
-            sentence = Sentence(row['Unnamed: 2'])
+            data = BasicTokenizer().tokenize(row['Unnamed: 2'])
+            sentence = Sentence(data)
+            
             model.predict(sentence)
             st.write(index)
             st.write(row['Unnamed: 2'])