import os
import streamlit as st
from clarifai.client.model import Model

# Read API key from environment variable
api_key = os.getenv("CodestralPat")

# Function to get prediction from the model
def get_model_prediction(prompt):
    model_url = "https://clarifai.com/mistralai/completion/models/codestral-22b-instruct"
    model = Model(url=model_url, pat=api_key)
    model_prediction = model.predict_by_bytes(prompt.encode(), input_type="text")
    return model_prediction.outputs[0].data.text.raw

# Streamlit interface
st.title("Codestral with Clarifai")

prompt = st.text_input("Enter your prompt:", "What's the future of AI?")

if st.button("Get Prediction"):
    prediction = get_model_prediction(prompt)
    st.write("Model Prediction:")
    st.write(prediction)