Create app.py

app.py

@@ -0,0 +1,42 @@
+import os
+import io
+from IPython.display import Image, display, HTML
+from PIL import Image
+import base64 
+from dotenv import load_dotenv, find_dotenv
+
+_ = load_dotenv(find_dotenv()) # read local .env file
+hf_api_key = os.environ.getattribute("HF_API_KEY")
+
+
+# Helper function
+import requests, json
+
+#Summarization endpoint
+def get_completion(inputs, parameters=None,ENDPOINT_URL= os.environ.getattribute("API_URL")): 
+    headers = {
+      "Authorization": f"Bearer {hf_api_key}",
+      "Content-Type": "application/json"
+    }
+    data = { "inputs": inputs }
+    if parameters is not None:
+        data.update({"parameters": parameters})
+    response = requests.request("POST",
+                                ENDPOINT_URL, headers=headers,
+                                data=json.dumps(data)
+                               )
+    return json.loads(response.content.decode("utf-8"))
+
+
+import gradio as gr
+def summarize(input):
+    output = get_completion(input)
+    return output[0]['summary_text']
+    
+gr.close_all()
+demo = gr.Interface(fn=summarize, 
+                    inputs=[gr.Textbox(label = "Text to Summarize", line = 6)],
+                    outputs=[gr.Textbox(label = "Result", line = 3)],
+                    title="Text Summarizer with Distilbart-cnn",
+                    description= "Summarize any text using the `shleifer/distilbart-cnn-12-6` model under the hood!")
+demo.launch(share=True)