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app.py
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from flask import Flask, jsonify, request
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import requests
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from transformers import pipeline
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app = Flask(__name__)
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# Initialize sentiment analysis pipeline from Hugging Face
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sentiment_analysis = pipeline("sentiment-analysis")
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# Example endpoint for sentiment analysis using Hugging Face Transformers
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@app.route('/api/sentiment', methods=['POST'])
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def analyze_sentiment():
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try:
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text = request.json['text']
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# Perform sentiment analysis
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result = sentiment_analysis(text)
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return jsonify(result), 200
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except Exception as e:
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return jsonify({'error': str(e)}), 500
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if __name__ == '__main__':
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app.run(host='0.0.0.0', port=5000)
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