Update app.py
Browse files
app.py
CHANGED
@@ -1,24 +1,28 @@
|
|
1 |
-
from flask import Flask, request, jsonify
|
2 |
-
from sentence_transformers import SentenceTransformer
|
3 |
-
import logging
|
4 |
-
|
5 |
-
logging.basicConfig(level=logging.DEBUG)
|
6 |
-
|
7 |
-
app = Flask(__name__)
|
8 |
-
|
9 |
-
# Load the Qwen3-Embedding-0.6B model (adjust the path as needed)
|
10 |
-
model = SentenceTransformer(model_name_or_path="Qwen/Qwen3-Embedding-0.6B")
|
11 |
-
|
12 |
-
@app.route('/embed', methods=['POST'])
|
13 |
-
def get_embedding():
|
14 |
-
try:
|
15 |
-
text = request.json.get('text', '')
|
16 |
-
if not text:
|
17 |
-
return jsonify({"error": "No text provided"}), 400
|
18 |
-
|
19 |
-
# Generate embeddings for the input text
|
20 |
-
document_embeddings = model.encode(text)
|
21 |
-
arr_list = document_embeddings.tolist()
|
22 |
-
return jsonify({"embedding": arr_list})
|
23 |
-
except Exception as e:
|
24 |
-
return jsonify({"error": str(e)}), 500
|
|
|
|
|
|
|
|
|
|
1 |
+
from flask import Flask, request, jsonify
|
2 |
+
from sentence_transformers import SentenceTransformer
|
3 |
+
import logging
|
4 |
+
|
5 |
+
logging.basicConfig(level=logging.DEBUG)
|
6 |
+
|
7 |
+
app = Flask(__name__)
|
8 |
+
|
9 |
+
# Load the Qwen3-Embedding-0.6B model (adjust the path as needed)
|
10 |
+
model = SentenceTransformer(model_name_or_path="Qwen/Qwen3-Embedding-0.6B")
|
11 |
+
|
12 |
+
@app.route('/embed', methods=['POST'])
|
13 |
+
def get_embedding():
|
14 |
+
try:
|
15 |
+
text = request.json.get('text', '')
|
16 |
+
if not text:
|
17 |
+
return jsonify({"error": "No text provided"}), 400
|
18 |
+
|
19 |
+
# Generate embeddings for the input text
|
20 |
+
document_embeddings = model.encode(text)
|
21 |
+
arr_list = document_embeddings.tolist()
|
22 |
+
return jsonify({"embedding": arr_list})
|
23 |
+
except Exception as e:
|
24 |
+
return jsonify({"error": str(e)}), 500
|
25 |
+
|
26 |
+
|
27 |
+
if __name__ == '__main__':
|
28 |
+
app.run(host='0.0.0.0', port=7860)
|