Update app.py

app.py

@@ -1,10 +1,8 @@
 import ktrain
-from gradio.blocks import Blocks
-from gradio.interface import Interface, TabbedInterface
-from gradio.mix import Series, Parallel
+from gradio import Blocks, Interface, Parallel, Tabs, TabItem, Markdown
 
-"""
 
+"""
 examples = [
 	["I only get my kids the ones I got....I've turned down many so called 'vaccines'"], 
 	["In child protective services, further providing for definitions, for immunity from liability"], 
@@ -28,9 +26,9 @@ def PHSBERT(text):
 	results = predictor_phs.predict(str(text))
 	return str(results)
 
-bert_io = gr.Interface(fn=BERT, inputs="text", outputs="text")
-mental_io = gr.Interface(fn=MentalBERT, inputs="text", outputs="text")
-phs_io = gr.Interface(fn=PHSBERT, inputs="text", outputs="text")
+bert_io = Interface(fn=BERT, inputs="text", outputs="text")
+mental_io = Interface(fn=MentalBERT, inputs="text", outputs="text")
+phs_io = Interface(fn=PHSBERT, inputs="text", outputs="text")
 
 vs = Parallel(bert_io, mental_io, phs_io, 
 	examples=examples, 
@@ -41,7 +39,7 @@ vs = Parallel(bert_io, mental_io, phs_io,
 def model(text):
 	return "Predictions unavailable - to be completed."
 
-# hm = gr.Interface(fn=model, inputs="text", outputs="text")
+hm = Interface(fn=model, inputs="text", outputs="text")
 
 # interfaces = [vs, hm]
 # interface_names = ["Vaccine Sentiment Task", "Health Mention Task"]