Create app.py

app.py

@@ -0,0 +1,37 @@
+import streamlit as st
+import transformers
+from transformers import pipeline, set_seed
+import random
+import time
+import textblob
+from textblob import TextBlob
+
+@st.cache
+def run_model(input_text):
+    set_seed(42)
+    model = pipeline("text-generation", model="bert-base-cased", tokenizer="bert-base-cased")
+    generated_text = model(input_text, max_length=1024, num_return_sequences=1).generated_text[0]
+    return generated_text
+
+def main():
+    st.set_page_config(page_title="Paraphraser", page_icon=":guardsman:", layout="wide")
+    st.title("Paraphraser")
+
+    input_text = st.text_area("Input Text", "Type your text here")
+    options = st.selectbox("Paraphrase Options", ["Correct Grammar", "Remove Special Characters"])
+
+    if options == "Correct Grammar":
+        input_text = str(TextBlob(input_text).correct())
+
+    if options == "Remove Special Characters":
+        input_text = ''.join(e for e in input_text if e.isalnum() or e.isspace())
+
+    progress_bar = st.progress(0)
+
+    if st.button("Paraphrase"):
+        generated_text = run_model(input_text)
+        st.write("Generated Text:", generated_text)
+        st.write("Paraphrasing completed!")
+
+if __name__ == "__main__":
+    main()