Create app.py

app.py

@@ -0,0 +1,35 @@
+import streamlit as st
+from transformers import pipeline
+
+def main():
+    st.title("Text Summarization")
+
+    # Initialize the summarizer pipeline
+    summarizer = pipeline(
+        task="summarization",
+        model="t5-small",
+        min_length=20,
+        max_length=40,
+        truncation=True,
+    ) 
+
+    # User input
+    input_text = st.text_area("Enter the text you want to summarize:", height=200)
+
+    # Summarize button
+    if st.button("Summarize"):
+        if input_text:
+            # Generate the summary
+            output = summarizer(input_text, max_length=150, min_length=30, do_sample=False)
+            summary = output[0]['summary_text']
+
+            # Display the summary as bullet points
+            st.subheader("Summary:")
+            bullet_points = summary.split(". ")
+            for point in bullet_points:
+                st.write(f"- {point.strip()}")
+        else:
+            st.warning("Please enter text to summarize.")
+
+if __name__ == "__main__":
+    main()