import gradio as gr
import joblib

model = joblib.load("model.pkl")

def predict(Pregnancies, Glucose, BP, Skin, Insulin, BMI, DPF, Age):
    data = [[Pregnancies, Glucose, BP, Skin, Insulin, BMI, DPF, Age]]
    result = model.predict(data)[0]
    return "Diabetic" if result == 1 else "Not Diabetic"

app = gr.Interface(
    fn=predict,
    inputs=[
        gr.Number(label="Pregnancies"),
        gr.Number(label="Glucose"),
        gr.Number(label="Blood Pressure"),
        gr.Number(label="Skin Thickness"),
        gr.Number(label="Insulin"),
        gr.Number(label="BMI"),
        gr.Number(label="Diabetes Pedigree Function"),
        gr.Number(label="Age")
    ],
    outputs="text",
    title="Diabetes Prediction App"
)

app.launch()