app.py

# app.py
from gpt4all import GPT4All
import streamlit as st

# Load your machine learning model

model = GPT4All("wizardlm-13b-v1.1-superhot-8k.ggmlv3.q4_0.bin")
# model = joblib.load("model/your_model.pkl")

st.title("Machine Learning Web App")

# Input for user's phrase
user_input = st.text_input("Enter a phrase:")

if user_input:
    # Process the user input using your model when the user submits the form
    if st.button("Submit"):
        output = model.generate(user_input)
        st.write("You entered:", user_input)
        st.write("Model output:", output)