app

app.py

@@ -0,0 +1,27 @@
+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 render_template('index.html')
+
+# 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)
+        return jsonify({"summary": summary[0]['summary_text']})
+    else:
+        return jsonify({"error": "No text provided"}), 400
+
+if __name__ == '__main__':
+    app.run(debug=True)