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from flask import Flask, request, jsonify | |
from transformers import pipeline | |
app = Flask(__name__) | |
# Load the summarization pipeline | |
pipe = pipeline("summarization", model="Falconsai/text_summarization") | |
def home(): | |
return "Text Summarization API is running!" | |
def summarize(): | |
try: | |
data = request.json | |
text = data.get("text", "") | |
if not text: | |
return jsonify({"error": "No text provided"}), 400 | |
summary = pipe(text, max_length=150, min_length=30, do_sample=False) | |
return jsonify({"summary": summary[0]['summary_text']}) | |
except Exception as e: | |
return jsonify({"error": str(e)}), 500 | |
if __name__ == '__main__': | |
app.run(debug=True) | |