Vision Models Vision Models: Cost-Efficient PDF Parsing for RAG Vision models offer a scalable, cost-effective solution for parsing complex PDFs in RAG systems. This guide explores how to leverage visual AI to extract structured data, improve retrieval quality, and minimize preprocessing overhead.