Spaces:
Runtime error
Runtime error
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)
|