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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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summarizer = pipeline("summarization", model="t5-base")
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@app.route("/summarize", methods=["POST"])
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def summarize():
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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 = summarizer(text, max_length=200, min_length=50, do_sample=False)
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return jsonify({"summary": summary[0]['summary_text']})
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if __name__ == "__main__":
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app.run(host="0.0.0.0", port=7860)
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