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README.md

@@ -1,14 +1,33 @@
 ---
-title: Predictix Inference Api
-emoji: 👀
-colorFrom: pink
+title: Vehicle Priority Classifier
+emoji: 🚛
+colorFrom: blue
 colorTo: red
 sdk: gradio
-sdk_version: 6.16.0
-python_version: '3.13'
+sdk_version: "4.44.0"
 app_file: app.py
 pinned: false
-license: mit
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Vehicle Maintenance Ticket Priority Classifier
+
+Classifies vehicle maintenance issues as **Low**, **Medium**, or **High** priority using an XGBoost model.
+
+## REST API
+
+Send a POST request to `/predict`:
+
+```bash
+curl -X POST "https://<your-hf-username>-vehicle-priority-classifier.hf.space/predict" \
+  -H "Content-Type: application/json" \
+  -d '{"issue_text": "Brakes are making a grinding noise"}'
+```
+
+Response:
+```json
+{"priority": "High"}
+```
+
+## UI
+
+Visit `/ui` for the interactive Gradio interface.

priority_label_encoder.pkl

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+oid sha256:38abfd998b8fdfe31f3e10cd288bc3d4150dd3b95822a2bdb6b75774bd21c5e9
+size 495

requirements.txt

@@ -1,2 +1,10 @@
-transformers
-torch
+gradio
+fastapi
+uvicorn
+pydantic
+pandas
+numpy
+scikit-learn
+xgboost
+joblib
+nltk

xgboost_vehicle_priority_model_3class.pkl

@@ -0,0 +1,3 @@
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+size 2319039