app.py

import openai
import gradio as gr

# prompt = """Enter your Clues here as below
#             Clue1: abcd.
#             Clue2: efgh.
#             Clue3: ijkl"""

prompt = """Enter your Clues here as below\nClue1: abcd.\nClue2: efgh.\nClue3: ijkl"""

# example = ["""Clue1: He is an Indian cricketer.\n
# Clue2: He scored more than 10000 runs in ODI. \n
# Clue3: He is also called as the god of cricket."""]

def get_gpt_op(text, api_key):

    openai.api_key = api_key
    
    promt = f"""Guess the famous personality based on given clues.
    ########
    Clue1: English physicist and mathematician.
    Clue2: Developed the laws of motion and universal gravitation.
    Clue3: Was a key figure in the Scientific Revolution.
    Answer: Isaac Newton.
    ########
    Clue1: Was the 16th President of the United States.
    Clue2: Led the country through the Civil War.
    Clue3: Issued the Emancipation Proclamation to abolish slavery.
    Answer: Abraham Lincoln
    ########
    Clue1: English naturalist and biologist.
    Clue2: Proposed the theory of evolution by natural selection.
    Clue3: Published the book 'On the Origin of Species'.
    Answer: Charles Darwin
    ########
    Clue1: Indian independence activist.
    Clue2: Used nonviolent civil disobedience as a political tool.
    Clue3: Helped lead India to independence from British rule.
    Answer: Mahatma Gandhi.
    ########
    {text}.
    Answer: 
    """
    response = openai.Completion.create(
      model="text-davinci-003",
      prompt=promt,
      temperature=0.7,
      max_tokens=256,
      top_p=1,
      frequency_penalty=0,
      presence_penalty=0
        )
    
    return response['choices'][0].text.strip()


with gr.Blocks() as nlp_game:
    gr.Markdown("""<center><h1>Guess Famous personalities using GPT-3 </h1>""")
    

    with gr.Row():
        gpt_code = gr.Textbox(max_lines=1, type="password", label="🔐 Your OpenAI API Key", placeholder="sk-123abc...")
    output = gr.Textbox(label = "Personality prediction")
    message = gr.Textbox(label="""Give atleast 3 clues""",
                         placeholder=prompt,lines=4)
    state = gr.State()
    submit = gr.Button("Guess")

    submit.click(get_gpt_op, inputs=[message,  gpt_code], outputs=[output])
nlp_game.queue(concurrency_count=20)
nlp_game.launch(show_api=False)