Spaces:
Sleeping
Sleeping
Create app/run.py
Browse files- app/run.py +33 -0
app/run.py
ADDED
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import os
|
2 |
+
import logging
|
3 |
+
from flask import Flask, request, jsonify
|
4 |
+
from app.search_engine import PromptSearchEngine
|
5 |
+
|
6 |
+
app = Flask(__name__)
|
7 |
+
|
8 |
+
# Disable parallelism for tokenizers
|
9 |
+
os.environ['TOKENIZERS_PARALLELISM'] = 'false'
|
10 |
+
|
11 |
+
# Configure logging
|
12 |
+
logging.basicConfig(level=logging.INFO)
|
13 |
+
logger = logging.getLogger(__name__)
|
14 |
+
|
15 |
+
search_engine = PromptSearchEngine()
|
16 |
+
|
17 |
+
@app.route('/search', methods=['POST'])
|
18 |
+
def search():
|
19 |
+
data = request.get_json()
|
20 |
+
query = data.get('query')
|
21 |
+
n = data.get('n', 5)
|
22 |
+
use_pinecone = data.get('use_pinecone', True)
|
23 |
+
|
24 |
+
logger.info(f"Received query: {query} with n: {n} and use_pinecone: {use_pinecone}")
|
25 |
+
results = search_engine.most_similar(query, n, use_pinecone)
|
26 |
+
formatted_results = [{'score': score, 'prompt': prompt} for score, prompt in results]
|
27 |
+
logger.info(f"Returning results: {formatted_results}")
|
28 |
+
return jsonify(formatted_results)
|
29 |
+
|
30 |
+
|
31 |
+
if __name__ == '__main__':
|
32 |
+
logger.info("Starting Flask server")
|
33 |
+
app.run(debug=True)
|