# Importing necessary modulesimport hashlib # For generating hashesimport json # For encoding data to JSONimport backoff # For implementing exponential backoffimport httpx # For making HTTP requestsimport openai # For interacting with the OpenAI API# Importing custom modules from aider packagefrom aider.dump import dump # For dumping data (unused in this snippet, hence ignored)from aider.l..