app.py

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.inputs.Textbox(label="API Key", type="password", lines=1),
            gr.inputs.Textbox(label="Text to Summarize", lines=25)
        ],
        outputs=gr.outputs.Textbox(label="Summary", lines=10),
        live=False,
        title="Ibrahim App : GPT4 One Paragraph Summary",
        description="Summarize text using GPT-4 in one Paragraph."
    )
    interface.launch()

if __name__ == "__main__":
    main()