Delete app.py

app.py

@@ -1,31 +0,0 @@
-import joblib
-import re
-from fastapi import FastAPI
-from pydantic import BaseModel
-
-# Load the model and vectorizer
-vectorizer = joblib.load("app/vectorizer.joblib")
-model = joblib.load("app/naive_bayes_model.joblib")
-
-app = FastAPI()
-
-class URLInput(BaseModel):
-    url: str
-
-def preprocess_url(url):
-    url = re.sub(r"http\S+", "", url)
-    url = re.sub(r"\d+", "", url)
-    url = re.sub(r"\W", " ", url)
-    url = url.lower()
-    return url
-
-@app.post("/predict")
-def predict_url(url_input: URLInput):
-    processed_url = preprocess_url(url_input.url)
-    vectorized_url = vectorizer.transform([processed_url])
-    prediction = model.predict(vectorized_url)
-    return {"prediction": prediction[0]}
-
-if __name__ == "__main__":
-    import uvicorn
-    uvicorn.run(app, host="0.0.0.0", port=8000)