Create app.py

app.py

@@ -0,0 +1,83 @@
+import openai
+import gradio as gr
+
+def summarize(api_key,text):
+
+    openai.api_key = api_key
+
+    prompt = f"""Take deep breath and summarize the main 
+
+    essential innovative idea in simple and cohesive one paragraph 
+
+    and the first sentence summarize it all: {text}""" 
+
+    response = openai.ChatCompletion.create(
+
+    model="gpt-4",
+
+    messages=[ {
+
+        "role": "system",
+
+        "content": "You professional writing assistant."
+
+      },
+
+    {"role": "user",
+
+        "content": prompt
+
+      }],
+
+
+       temperature=0,
+
+    max_tokens=1024,
+
+    top_p=1,
+
+    frequency_penalty=0.5,
+
+    presence_penalty=0.5
+
+    )
+
+    summary = response.choices[0].message["content"]
+
+    return summary
+
+def main():
+
+    interface = gr.Interface(
+
+        fn=summarize,
+
+        inputs=[
+
+            gr.Textbox(label="API Key", type="password"),
+
+            gr.Textbox(label="Text to Summarize",
+
+                       placeholder="Enter your text here...", lines=20 )
+
+        ],
+
+        outputs=gr.Textbox(label="Summary",lines=20),
+
+        live=False,
+
+        title="Ibrahimian GPT-4 Summarizer",
+
+        description="One cohesive summarization using GPT-4",
+
+        submit_label="Submit"
+
+    )
+
+    interface.launch()
+
+ 
+
+if __name__ == "__main__":
+
+    main()