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### Next Steps 1. **Refine the Logic**: Refine the logic based on your specific use case and requirements. 2. **Integrate with the API**: Integrate these checks into your Flask API endpoint to perform the compliance audit. 3. **Test Thorou…

### Step 3: Optimize Search Queries After measuring the current performance, we can identify bottlenecks and optimize the search queries accordingly. ### Enhanced Benchmarking Script Here's an enhanced version of your script: ```python …

- **Token Validation**: Replace the simulated user authentication logic with actual token validation logic. - **Role-Based Access Control**: You can extend the role-based access control logic to include more granular permissions if needed. …

Here's the full example code with detailed logging and stress testing: ```python import logging from concurrent.futures import ThreadPoolExecutor from typing import List import random import string # Set up logging logging.basicConfig(fil…

keycloak_admin = KeycloakAdmin(server_url="https://my-keycloak-server.com", username="my-username", password="my-password", realm_name="my-realm") …

raise Exception('Evaluation failed') # Example usage: def example_evaluation(): if random.random() < 0.05: raise Exception('MetricCalcError') return 'Evaluation successful' result = retry_evaluation(example_evaluation)…

for word in words: synonyms = thesaurus_lookup(word) print(synonyms) pr.disable() s = io.StringIO() sortby = 'cumulative' ps = pstats.Stats(pr, stream=s).sort_stats(sortby) ps.print_stats() print(s.getvalue()) ``` ### Sampling Im…

reformulated_query = " ".join(reformulated_tokens) return reformulated_query # Test the function query = "the quick brown fox jumps over the lazy dog" reformulated_query = reformulate_query(query) print(reformulated_query) ```…