Added the ML App Inference

app/app.py

@@ -0,0 +1,23 @@
+import gradio as gr
+import pandas as pd
+import json
+from tqdm import tqdm
+from predict import Preprocess, Facility_Model, obj_Facility_Model, processor
+
+def predict_facility(data):
+    pred_data = processor.process_tokenizer(data)
+    predictions = obj_Facility_Model.inference(pred_data)
+    return json.loads(predictions)
+
+
+iface = gr.Interface(
+    fn=predict_facility,
+    inputs="text",
+    outputs="json",
+    title=" Single Facility Prediction",
+    description="Predict the facility based on input data.",
+    #examples=[["kilifi"], ["mombasa"], ["nairobi"]],
+)
+
+if __name__ == "__main__":
+    iface.launch()