Structured PDF-to-JSON: A Guide to Open-Source Extraction Models in 2026

Open-source document extraction models have emerged as the primary method for converting unstructured PDF, scan, and slide deck data into structured JSON format. This capability is increasingly critical for enterprises seeking to utilize internal information within large language models and autonomous agents while maintaining data processing on private hardware.