Summary / app.py
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Create app.py
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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")
@app.route('/')
def home():
return "Text Summarization API is running!"
@app.route('/summarize', methods=['POST'])
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)