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Problem
The project lacks a retry mechanism with exponential backoff for handling failed
structured output requests.
Solution
Added exponential backoff support with configurable parameters when retrying failed
requests, implementing a system that increases wait time between retry attempts.
Rationale
Exponential backoff provides a more efficient approach to retry logic by gradually
increasing wait times, reducing server load while improving success rates.
Implementation allows customization of max backoff time and base backoff values.