Add summarizer gradio and additional files

README.md

@@ -2,11 +2,12 @@
 title: Simple Text Summarizer
 emoji: 🐠
 colorFrom: blue
-colorTo: pink
+colorTo: green
 sdk: gradio
-sdk_version: 3.36.1
+sdk_version: 3.12.0
+python_version: 3.9.13
 app_file: app.py
-pinned: false
+pinned: true
 license: openrail
 ---
 

app.py

@@ -0,0 +1,20 @@
+import gradio
+from transformers import pipeline
+
+
+summarizer = pipeline("summarization", model="sshleifer/distilbart-cnn-12-6")
+
+
+def summarize_function(texts):
+    return summarizer(texts)[0]["summary_text"]  # type: ignore
+
+
+gradio_interface = gradio.Interface(
+    fn=summarize_function,
+    inputs="text",
+    outputs="text",
+    title="Simple REST API with Gradio and Huggingface Spaces for text summarization.",
+    description="This API uses 'sshleifer/distilbart-cnn-12-6' model from Huggingface to summarize text.",
+    article="© Naufal Suryanto, 2023."
+)
+gradio_interface.launch()

requirements.txt

@@ -0,0 +1 @@
+transformers