error

Ensure that you log any errors or critical information related to embedding generation and indexing. ```python from sentence_transformers import SentenceTransformer import faiss import numpy as np model = SentenceTransformer('sentence-tra…

log_queue.put_nowait(log_entry) # Log login failures def log_login_failure(username, error_message): log_message('ERROR', f'Login failure for {username}', {'username': username, 'error': error_message}) # Example usage log_login_f…

return token except keycloak.exceptions.KeycloakError as e: # Handle authentication errors log_message('ERROR', f"Authentication error for user {username}", {'error': str(e)}) return None # FastAPI app a…

matchLabels: app: dense-retrieval template: metadata: labels: app: dense-retrieval spec: containers: - name: dense-retrieval image: your-image:dense-retrieval ports: - co…

limited_data_count = max(1, total_data_count // 100) # Ensure at least 1 item is returned limited_data = all_data[:limited_data_count] return limited_data @app.errorhandler(KeycloakError) def handle_keycloak_error(error): …

return jsonify({"error": "Unauthorized access"}), 403 ``` ### 4. Rate Limiting and Throttling Implement rate limiting and throttling to prevent abuse: ```python from flask_limiter import Limiter limiter = Limiter(app, key_func=lambd…