import os
import openai
import gradio as gr

#if you have OpenAI API key as an environment variable, enable the below
openai.api_key = os.getenv("OPENAI_API_KEY")

#if you have OpenAI API key as a string, enable the below
# openai.api_key = ""
# print("key", openai.api_key)

start_sequence = "\nAI:"
restart_sequence = "\nMe: "

prompt = "Start by typing example content. Then use `Me:` or `AI:` with some clue to train model...\n\nMe: Hello, who are you?\nAI: I am AI created by OpenAI. How can I help you today?\nMe: "

def openai_create(prompt):

    response = openai.Completion.create(
    model="text-davinci-003",
    prompt=prompt,
    temperature=0.9,
    max_tokens=500,
    top_p=1,
    frequency_penalty=0,
    presence_penalty=0.6,
    stop=[" Me:", " AI:"]
    )
    return response.choices[0].text



def chatgpt_clone(input, history):
    history = history or []
    s = list(sum(history, ()))
    s.append(input)
    inp = ' '.join(s)
    output = openai_create(inp)
    history.append((input, output))
    return history, history


block = gr.Blocks()


with block:
    gr.Markdown("""<h1><center>ChatGPT Demo</center></h1>
    """)
    chatbot = gr.Chatbot()
    message = gr.Textbox(placeholder=prompt)
    state = gr.State()
    submit = gr.Button("SEND")
    submit.click(chatgpt_clone, inputs=[message, state], outputs=[chatbot, state])

block.launch(debug = True, share = False)