dabbling

app.py

@@ -1,9 +1,26 @@
+# import gradio as gr
+
+# def greet(name):
+#     return "Hello " + name + "!!... How are you doing today"
+
+# iface = gr.Interface(fn=greet, 
+#                      inputs=gr.Textbox(lines=2, placeholder="Name Here..."), 
+#                      outputs="text")
+# iface.launch()
+
+
+
+from transformers import pipeline
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!... How are you doing today"
+model =  pipeline('summarization')
+
+def predict(prompt):
+    summary = model(prompt)[0]["summary_text"]
+    return summary
+
+with gr.Blocks() as demo: 
+    textbox = gr.Textbox(placeholder="Enter what you need to summarize", lines = 4)
+    gr.Interface(fn=predict, input=textbox, output='text')
 
-iface = gr.Interface(fn=greet, 
-                     inputs=gr.Textbox(lines=2, placeholder="Name Here..."), 
-                     outputs="text")
-iface.launch()
+demo.launch()

requirements.txt

@@ -1,2 +1,2 @@
-gradio
-transformers
+transformers
+pipeline