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.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()