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Update app.py
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app.py
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@@ -2,33 +2,13 @@ from flask import Flask, request, jsonify
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from transformers import pipeline
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app = Flask(__name__)
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# Initialize the text generation pipeline
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generator = pipeline('text-generation', model='gpt2') # Replace 'gpt2' with your model
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@app.route('/')
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def home():
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return '''
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<html>
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<body>
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<h1>Text Generation</h1>
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<form action="/generate" method="post">
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<textarea name="text_input" rows="4" cols="50" placeholder="Enter text here..."></textarea><br>
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<input type="submit" value="Generate">
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</form>
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</body>
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</html>
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'''
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@app.route('/generate', methods=['POST'])
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def
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result = generator(text_input, max_length=100, num_return_sequences=1)
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generated_text = result[0]['generated_text']
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return jsonify({'generated_text': generated_text})
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return jsonify({'error': 'No input provided'}), 400
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if __name__ == '__main__':
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app.run(debug=True)
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from transformers import pipeline
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app = Flask(__name__)
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model = pipeline('text-generation', model='Erfan11/Neuracraft')
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@app.route('/generate', methods=['POST'])
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def generate_text():
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input_text = request.json.get('input_text', '')
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result = model(input_text, max_length=100)
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return jsonify(result)
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if __name__ == '__main__':
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app.run(debug=True, host='0.0.0.0', port=5000)
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