Add application file

README.md

@@ -1,10 +1,10 @@
 ---
 title: Text Summarizer
-emoji: 🌍
+emoji: 📃
 colorFrom: indigo
 colorTo: purple
 sdk: gradio
-sdk_version: 5.2.1
+sdk_version: 5.1.0
 app_file: app.py
 pinned: false
 ---

app.py

@@ -0,0 +1,18 @@
+import gradio as gr
+from transformers import pipeline
+
+pipeline = pipeline(task="summarization", model="dross20/summarization_model")
+
+def predict(input_text):
+    predictions = pipeline(input_text)
+    return predictions[0]['summary_text']
+
+gradio_app = gr.Interface(
+    predict,
+    inputs = gr.Textbox(label="Enter text to be summarized"),
+    outputs = gr.Textbox(label="Result"),
+    title="Text Summarizer"
+)
+
+if __name__ == "__main__":
+    gradio_app.launch()

requirements.txt

@@ -0,0 +1,2 @@
+transformers
+torch