Create app.py

app.py

@@ -0,0 +1,20 @@
+import streamlit as st
+from transformers import pipeline
+
+st.title("Text Summarization App")
+
+model_choice = st.selectbox("Choose a Model", ["BART", "T5", "PEGASUS"])
+
+text_input = st.text_area("Enter text to summarize:")
+
+if st.button("Summarize"):
+    if model_choice == "BART":
+        summarizer = pipeline("summarization", model="BART")
+    elif model_choice == "T5":
+        summarizer = pipeline("summarization", model="T5")
+    else:
+        summarizer = pipeline("summarization", model="PEGASUS")
+    
+    summary = summarizer(text_input, max_length=150, min_length=40, do_sample=False)
+    st.subheader("Summary:")
+    st.write(summary[0]['summary_text'])