IDP AutoOpt: Agent-Driven Optimization of Document Processing Pipeline Configurations

David Kaleko, Sergey Ivanov, Md Mofijul Islam

We present IDP AutoOpt, an autonomous LLM agent that discovers high-performing configurations for intelligent document processing (IDP) pipelines. Tuning IDP prompts, models, OCR s…