app.py

import typing
import streamlit as st
try:
    import dotenv
except ImportError:
    pass

dotenv.load_dotenv()
import openai
import os
import streamlit.components.v1 as components
from urllib.parse import quote
import requests
from tenacity import retry
from tenacity.wait import wait_exponential
from tenacity.stop import stop_after_attempt

openai.api_key = os.getenv("OPENAI_API_KEY")


@retry(
    wait=wait_exponential(multiplier=1, min=1, max=3),
    stop=stop_after_attempt(3),
)
def query_lexica(
    inp: str
) -> typing.List[dict]:
    """
    """
    url_encoded_user_input = quote(inp)
    response = requests.get(
        f"https://lexica.art/api/v1/search?q={url_encoded_user_input}&"
    )
    json_response = response.json()
    return json_response

history = []


def chat(user_input: str) -> str:
    history.append({"role": "user", "content": user_input})
    response = openai.ChatCompletion.create(
        model="gpt-3.5-turbo",
        messages=[
            {
                "role": "system",
                "content": "You are a helpful assistant that consummed LSD"
                + " and thus experience multimodal hallucinations."
                + " Your messages are accompanied by images generated by Stable Diffusion"
                + " and helps the user understand the message better.",
            },
            *[
                {
                    "role": "assistant",
                    "content": h["content"],
                }
                for h in history[-5:]
            ],
            {"role": "user", "content": user_input},
        ],
    )
    message = response.choices[0]["message"]
    history.append(message)
    return message["content"]

# eg not local dev
if not os.getenv("OPENAI_API_KEY"):
    openai_key = st.text_input("Your OpenAI key")
    openai.api_key = openai_key
user_input = st.text_input("You", "How can I reach maximum happiness?")
# button
if st.button("Send"):
    # display clone response
    lsdpt_response = chat(user_input)
    lexica_response = query_lexica(user_input)
    st.markdown(
        f"""
        LSD-PT
        """
    )
    st.markdown(
        f"""
        ![{lexica_response['images'][0]['prompt']}]({lexica_response['images'][0]['src']})
        """
    )
    st.write(lsdpt_response)
    st.markdown(
        f"""
        ![{lexica_response['images'][1]['prompt']}]({lexica_response['images'][1]['src']})
        """
    )

components.html(
    """
<script>
const doc = window.parent.document;
buttons = Array.from(doc.querySelectorAll('button[kind=primary]'));
const send = buttons.find(el => el.innerText === 'Send');
doc.addEventListener('keydown', function(e) {
    switch (e.keyCode) {
        case 13:
            send.click();
            break;
    }
});
</script>
""",
    height=0,
    width=0,
)


st.markdown(
    """
    TODO
    """
)


st.markdown(
    """
    [Source code](https://huggingface.co/spaces/louis030195/lsd-pt)
    """
)

st.markdown(
    """
    Built with ❤️ by [louis030195](https://louis030195.com).
    """
)