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Document Parse

Document Parse converts PDFs, scans, spreadsheets, slides, and emails into structured HTML or Markdown for AI pipelines.

Document Parse

Upstage Document Parse processes documents containing text, tables, charts, handwritten elements, and complex layouts. It outputs machine-readable HTML and Markdown, with Standard, Enhanced, and Auto processing modes.

Teams use it for RAG search, document summarization workflows, legal and compliance review, and financial report processing. API use is priced per page; AWS Marketplace and on-premises deployment are separate options. It parses documents but does not replace downstream search, extraction, or language-model workflows.

Features

  • Converts PDFs, scans, spreadsheets, slides, and emails into structured output
  • Outputs machine-readable HTML and Markdown
  • Recognizes complex tables, charts, diagrams, and checkboxes
  • Extracts element coordinates for document layouts
  • Supports Standard, Enhanced, and Auto processing modes
  • Processes 100 pages in under a minute
  • Supports REST API, AWS Marketplace, and on-premises deployment

Use cases

  • Build enterprise search and retrieval-augmented generation pipelines
  • Summarize reports, contracts, research papers, and other long documents
  • Digitize legal documents, compliance reports, and regulatory filings
  • Process financial reports while preserving tables and chart layouts
  • Prepare structured document data for downstream language models

Pros

    Cons

      Pricing

      Starting price
      $0.01/page
      Pricing checked
      2026-09-19

      Standard

      $0.01/page

      • Document parsing into structured, LLM-ready formats

      Enhanced

      $0.03/page

      • Enhanced document parsing for complex visual elements
      Official website