Jakaria commited on
Commit
1245461
·
1 Parent(s): 613cb3e

Add Bangla model API

Browse files
Files changed (1) hide show
  1. app.py +3 -13
app.py CHANGED
@@ -1,22 +1,12 @@
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  from fastapi import FastAPI
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- import joblib
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  app = FastAPI()
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- # Load your model, vectorizer, label encoder
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- model = joblib.load("bangla_model.pkl")
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- vectorizer = joblib.load("bangla_vectorizer.pkl")
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- label_encoder = joblib.load("bangla_label_encoder.pkl")
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-
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- # Root route to avoid 404
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  @app.get("/")
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- def root():
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  return {"message": "Bangla model API is running!"}
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- # Example predict endpoint
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  @app.post("/predict")
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  def predict(text: str):
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- vect = vectorizer.transform([text])
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- pred = model.predict(vect)
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- label = label_encoder.inverse_transform(pred)
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- return {"prediction": label[0]}
 
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  from fastapi import FastAPI
 
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  app = FastAPI()
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  @app.get("/")
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+ def read_root():
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  return {"message": "Bangla model API is running!"}
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  @app.post("/predict")
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  def predict(text: str):
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+ # Dummy response (replace with your ML model prediction)
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+ return {"input": text, "prediction": "This is a dummy result"}