Create app.py

app.py

@@ -0,0 +1,19 @@
+from fastapi import FastAPI
+import joblib
+import numpy as np
+
+app = FastAPI()
+
+# Load your model
+model = joblib.load("model.joblib")
+
+@app.get("/")
+def root():
+    return {"message": "SVR Model API Ready"}
+
+@app.post("/predict")
+def predict(data: dict):
+    # Expect data as {"input": [values]}
+    X = np.array(data["input"]).reshape(1, -1)
+    y_pred = model.predict(X)
+    return {"prediction": float(y_pred[0])}