app.py

import streamlit as st
import openai

openai.api_key = st.secrets["openai-api-key"]


def generate_email(prompt: str, max_tokens: int = 256) -> str:
    """
    Returns a generated an email using GPT3 with a certain prompt and starting sentence
    """

    completions = openai.Completion.create(
        model="text-davinci-003",
        prompt=prompt,
        temperature=0.7,
        max_tokens=max_tokens,
        top_p=1,
        frequency_penalty=0,
        presence_penalty=0
    )
    message = completions.choices[0].text
    return message


TEMPLATE = "Write a {tone} email to the customers of a {company_type} offering {offer}"


def main():
    st.title("Email Generator")
    st.text("by Marc Puig")

    st.sidebar.markdown("### :arrow_right: Parameters")

    email_tone = st.sidebar.selectbox(
        label="tone",
        options=("serious", "funny", "formal"),
    )

    email_company_type = st.sidebar.selectbox(
        label="Company type",
        options=("telco company", "bank", "insurance")
    )

    offer = st.sidebar.text_area(
        label="offer description",
        value="100 minutes free if they buy 1000 minutes"
    )

    prompt_input = "lorem ipsum"

    if email_tone and email_company_type and offer:
        prompt_input = TEMPLATE.format(tone=email_tone, company_type=email_company_type, offer=offer)

    max_tokens_input = st.slider(
        label="How many characters do you want your email to be? ",
        help="A typical email is usually 100-500 characters",
        min_value=64,
        max_value=750,
        value=200
    )

    with st.form(key="form"):
        if st.form_submit_button(label='Generate email', disabled=len(prompt_input) == 0):
            with st.spinner("Generating email..."):
                output = generate_email(prompt_input, max_tokens=max_tokens_input)
            st.markdown("----")
            st.markdown(output)


if __name__ == "__main__":
    main()