Update app.py

app.py

@@ -21,7 +21,7 @@ classes = {
     6: 'Identity Hate'
 }
 @st.cache(allow_output_mutation=True)
-def prediction(tweet,model,tokenizer):
+async def async_prediction(tweet,model,tokenizer):
     inputs = tokenizer(tweet, return_tensors="pt", padding=True, truncation=True)
     outputs = model(**inputs)
     predicted_class = torch.argmax(outputs.logits, dim=1)
@@ -40,12 +40,12 @@ def create_table(predictions):
 st.title('Toxicity Prediction App')
 tweet=st.text_input('Enter a tweet to check for toxicity')
 async def run_async_function():
-    result = await prediction(tweet, model, tokenizer)
+    result = await async_prediction(tweet, model, tokenizer)
     return result
 if st.button('Predict'):
-    predicted_class_label, predicted_prob = predict_toxicity(tweet, model, tokenizer)
+    predicted_class_label, predicted_prob = asyncio.run(run_async_function())
     prediction_text = f'Prediction: {predicted_class_label} ({predicted_prob:.2f})'
     st.write(prediction_text)
-    predictions = {tweet_input: (predicted_class_label, predicted_prob)}
+    predictions = {tweet: (predicted_class_label, predicted_prob)}
     table = create_table(predictions)
     st.table(table)