from flask import Flask, render_template, request, jsonify from transformers import pipeline app = Flask(__name__) # Load the Hugging Face summarization model summarizer = pipeline("summarization", model="Ramji/bart-cn-large-medical-summary") # Route to display the home page @app.route('/') def home(): return {"Deplyed Successfully"} # Route to handle the summarization request @app.route('/summarize', methods=['POST']) def summarize(): data = request.get_json() # Get the data from the client-side request text = data.get("text") if text: # Perform summarization summary = summarizer(text) print(summary) return jsonify({"summary": summary[0]['summary_text']}) else: return jsonify({"error": "No text provided"}), 400 if __name__ == '__main__': app.run(debug=True)