Add application file

app.py

@@ -0,0 +1,24 @@
+# app.py
+
+import gradio as gr
+import joblib
+
+# Load trained model
+model = joblib.load("spam_classifier.pkl")
+
+# Prediction function
+def classify_email(email_text):
+    prediction = model.predict([email_text])[0]
+    return "Spam 🚨" if prediction == 1 else "Not Spam ✅"
+
+# Create Gradio Interface
+iface = gr.Interface(
+    fn=classify_email,
+    inputs=gr.Textbox(lines=5, placeholder="Enter email content here..."),
+    outputs="text",
+    title="📧 Email Spam Classifier",
+    description="This model uses a TF-IDF + Logistic Regression to classify SMS/email messages as Spam or Not Spam."
+)
+
+# Launch the app
+iface.launch()