added multi-label as a radio button user input

app.py

@@ -93,22 +93,22 @@ def prep_examples():
     example_labels16 = "Under the leadership of Nadella;;Despite the leadership of Nadella;;And Nadella had nothing to do with it;;Under the leadership of Pichai"
 
     examples = [
-        [example_text1, example_labels1],
-        [example_text2, example_labels2],
-        [example_text3, example_labels3],
-        [example_text4, example_labels4],
-        [example_text5, example_labels5],
-        [example_text6, example_labels6],
-        [example_text7, example_labels7],
-        [example_text8, example_labels8],
-        [example_text9, example_labels9],
-        [example_text10, example_labels10],
-        [example_text11, example_labels11],
-        [example_text12, example_labels12],
-        [example_text13, example_labels13],
-        [example_text14, example_labels14],
-        [example_text15, example_labels15],
-        [example_text16, example_labels16]]
+        [example_text1, example_labels1, False],
+        [example_text2, example_labels2, False],
+        [example_text3, example_labels3, False],
+        [example_text4, example_labels4, True],
+        [example_text5, example_labels5, True],
+        [example_text6, example_labels6, False],
+        [example_text7, example_labels7, False],
+        [example_text8, example_labels8, False],
+        [example_text9, example_labels9, True],
+        [example_text10, example_labels10, False],
+        [example_text11, example_labels11, False],
+        [example_text12, example_labels12, False],
+        [example_text13, example_labels13, False],
+        [example_text14, example_labels14, False],
+        [example_text15, example_labels15, False],
+        [example_text16, example_labels16, False]]
 
     return examples
 
@@ -154,12 +154,13 @@ def detect_lang(sequence, labels):
 
     return seq_lang
 
-def sequence_to_classify(sequence, labels):
+def sequence_to_classify(sequence, labels, multi_label):
     lang = 'en' #detect_lang(sequence, labels)
     classifier = classifiers[lang]
 
     label_clean = str(labels).split(";;")
-    response = classifier(sequence, label_clean, multi_label=False)
+    print("**** multi_label: ", multi_label)
+    response = classifier(sequence, label_clean, multi_label=multi_label)
 
     predicted_labels = response['labels']
     predicted_scores = response['scores']
@@ -169,6 +170,7 @@ def sequence_to_classify(sequence, labels):
         sequence,
         predicted_labels))
 
+    print("++++clean_output: ", clean_output)
     return clean_output
 
 iface = gr.Interface(
@@ -180,8 +182,10 @@ iface = gr.Interface(
         placeholder="Text here..."),
         gr.inputs.Textbox(lines=2,
         label="Please enter the candidate labels (separated by 2 consecutive semicolons)...",
-        placeholder="Labels here separated by ;;")],
-    outputs=gr.outputs.Label(num_top_classes=1),
+        placeholder="Labels here separated by ;;"),
+        gr.inputs.Textbox(choices=[False, True],
+        label="Multi-label?"],
+    outputs=gr.outputs.Label(num_top_classes=5),
     #interpretation="default",
     examples=prep_examples())