mike23415 commited on
Commit
524f780
·
verified ·
1 Parent(s): 45d44dd

Create app.py

Browse files
Files changed (1) hide show
  1. app.py +18 -0
app.py ADDED
@@ -0,0 +1,18 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from flask import Flask, request, jsonify
2
+ from transformers import pipeline
3
+
4
+ app = Flask(__name__)
5
+ summarizer = pipeline("summarization", model="t5-base")
6
+
7
+ @app.route("/summarize", methods=["POST"])
8
+ def summarize():
9
+ data = request.json
10
+ text = data.get("text", "")
11
+ if not text:
12
+ return jsonify({"error": "No text provided"}), 400
13
+
14
+ summary = summarizer(text, max_length=200, min_length=50, do_sample=False)
15
+ return jsonify({"summary": summary[0]['summary_text']})
16
+
17
+ if __name__ == "__main__":
18
+ app.run(host="0.0.0.0", port=7860)