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Create app.py
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app.py
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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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# Load the summarization pipeline
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pipe = pipeline("summarization", model="Falconsai/text_summarization")
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@app.route('/')
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def home():
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return "Text Summarization API is running!"
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@app.route('/summarize', methods=['POST'])
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def summarize():
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try:
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data = request.json
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text = data.get("text", "")
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if not text:
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return jsonify({"error": "No text provided"}), 400
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summary = pipe(text, max_length=150, min_length=30, do_sample=False)
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return jsonify({"summary": summary[0]['summary_text']})
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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(debug=True)
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