How to Evaluate LLM JSON Extraction Accuracy with Python
Build a failure-aware evaluator for saved structured outputs. Parse raw JSON, enforce a strict field contract, compare valid records with reviewed labels, keep malformed outputs in the denominator, and inspect each failure instead of trusting one average.
July 19, 2026 in Python, Machine Learning by Mehdi Lotfinejad12 minutes