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1import pickle
2
3# Download and load the model
4with open('charling.pkl', 'rb') as f:
5 model_data = pickle.load(f)
6
7vectorizer = model_data['vectorizer']
8classifier = model_data['classifier']
9
10def detect_language(text):
11 vector = vectorizer.transform([text])
12 prediction = classifier.predict(vector)[0]
13 return "🇹🇷 Turkish" if prediction == 0 else "🇬🇧 English"
14
15# Test it
16print(detect_language("Bugün hava çok güzel.")) # 🇹🇷 Turkish
17print(detect_language("The weather is nice today.")) # 🇬🇧 English