Commit
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d209660
1
Parent(s):
27be334
trying #3
Browse files- app.py +5 -3
- templates/home.html +1 -0
app.py
CHANGED
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@@ -1,10 +1,12 @@
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from flask import Flask, render_template, request, jsonify
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import model # Import your model module
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app = Flask(__name__)
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# Load the model and tokenizer here
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-
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@app.route('/', methods=['GET', 'POST'])
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@@ -13,10 +15,10 @@ def home():
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data = request.json
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user_input = data['text']
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# Use your model to classify the text
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prediction = model.predict(
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return jsonify({'classification': prediction})
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return render_template('home.html')
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if __name__ == '__main__':
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app.run()
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from flask import Flask, render_template, request, jsonify
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import model # Import your model module
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from transformers import BertTokenizer
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app = Flask(__name__)
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# Load the model and tokenizer here
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loaded_model = model.get_model()
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tokenizer = BertTokenizer.from_pretrained('bert-base-uncased')
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@app.route('/', methods=['GET', 'POST'])
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data = request.json
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user_input = data['text']
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# Use your model to classify the text
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prediction = model.predict(loaded_model, user_input, tokenizer)
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return jsonify({'classification': prediction})
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return render_template('home.html')
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if __name__ == '__main__':
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app.run()
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templates/home.html
CHANGED
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@@ -36,6 +36,7 @@
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resize: none; /* Prevents resizing manually */
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min-height: 50px; /* Minimum height */
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}
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</style>
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</head>
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<body>
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resize: none; /* Prevents resizing manually */
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min-height: 50px; /* Minimum height */
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}
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+
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</style>
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</head>
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<body>
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