Understanding document structure with OCR - Document AI technology for LLM

Upstage plans to launch a document structure analysis API service that accepts any document and returns a markdown-converted result.

The post explains the digital assetization process for LLMs, including layout analysis, markdownification, vectorization, and query embedding, and contrasts document structure analysis software with standard OCR or PDF parsing software.