diff --git a/api/NbLinRegressionModel.py b/api/NbLinRegressionModel.py
new file mode 100644
index 00000000..bb29e6d9
--- /dev/null
+++ b/api/NbLinRegressionModel.py
@@ -0,0 +1,16 @@
+import pickle
+
+def make_prediction(my_sentence):
+    with open("./models/vectorizer_lin.pkl", "rb") as f:
+        vectorizer = pickle.load(f)
+
+    with open("./models/linear_reg.pkl", "rb") as f:
+        model = pickle.load(f)
+
+    new_sentence = vectorizer.transform(my_sentence)
+    
+    prediction = model.predict(new_sentence)
+    if prediction == 0:
+        return "Negativo"
+    else:
+        return "Positivo"
\ No newline at end of file
diff --git a/api/models/linear_reg.pkl b/api/models/linear_reg.pkl
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index 00000000..8006301d
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diff --git a/api/models/vectorizer_lin.pkl b/api/models/vectorizer_lin.pkl
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index 00000000..bcf495e8
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