Create app.py

app.py

@@ -0,0 +1,21 @@
+import gradio as gr
+with open('svm_model.pickle', 'rb') as f:
+  model = pickle.load(f)
+    
+def predfunction(income_group, area_req, nature, budget):
+  income_group = float(income_group)
+  area_req = float(area_req)
+  nature = float(nature)
+  budget = float(budget)
+  testing = [income_group, area_req, nature, budget]
+  X_new = np.array([[income_group, area_req, nature, budget]])
+  prediction = model.predict(X_new)
+  return prediction[0]
+
+demo = gr.Interface(
+    fn=predfunction,
+    inputs=["text", "text", "text", "text"],
+    outputs=gr.Textbox(label="Best Suited Location For Shop"),
+)
+
+demo.launch(inline = False)