Create app.py

app.py

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+!pip install transformers
+!pip install streamlit
+!pip install torch
+
+import streamlit as st
+from transformers import pipeline
+
+# Title for the app
+st.title('Fill in the Blank Bot')
+
+# Load the fill-mask pipeline
+fill_mask = pipeline('fill-mask')
+
+# Text area for the user input
+user_input = st.text_area("Enter a sentence with a <mask> in place of the missing word")
+
+# Button to trigger the fill-mask function
+if st.button('Fill the Blank'):
+    # Predict the missing words
+    results = fill_mask(user_input)
+
+    # Display the top 5 predictions
+    st.write("Top predictions:")
+    for result in results:
+        st.write(f"Prediction: {result['token_str']}; Confidence: {round(result['score'], 4)}")