Use a robust, structured try/except error handling pipeline to catch the explicit parsing failure gracefully. You can drastically reduce these model errors by utilizing a few-shot learning approach, appending 4 to 6 real-world examples of previously failed extractions directly into your foundational system prompt. 3. Database Queries and Log Analysis Errors