Spaces:
Running
Running
Create app.py
Browse files
app.py
ADDED
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from flask import Flask, jsonify, request
|
2 |
+
import requests
|
3 |
+
from transformers import pipeline
|
4 |
+
|
5 |
+
app = Flask(__name__)
|
6 |
+
|
7 |
+
# Initialize sentiment analysis pipeline from Hugging Face
|
8 |
+
sentiment_analysis = pipeline("sentiment-analysis")
|
9 |
+
|
10 |
+
# Example endpoint for sentiment analysis using Hugging Face Transformers
|
11 |
+
@app.route('/api/sentiment', methods=['POST'])
|
12 |
+
def analyze_sentiment():
|
13 |
+
try:
|
14 |
+
text = request.json['text']
|
15 |
+
|
16 |
+
# Perform sentiment analysis
|
17 |
+
result = sentiment_analysis(text)
|
18 |
+
|
19 |
+
return jsonify(result), 200
|
20 |
+
|
21 |
+
except Exception as e:
|
22 |
+
return jsonify({'error': str(e)}), 500
|
23 |
+
|
24 |
+
if __name__ == '__main__':
|
25 |
+
app.run(host='0.0.0.0', port=5000)
|