doceval — eval harness for LLM document extraction pipelines

Doceval addresses a common issue in deploying large language model-based document extractors by providing a systematic way to measure their accuracy and performance. It evaluates extractors by comparing their outputs against labeled datasets, offering detailed feedback on errors such as missed fields or incorrect data. This tool is crucial for improving the reliability of automated document processing systems, ensuring they work correctly and efficiently in real-world applications.