Document Analysis Agent

The Document Analysis Agent is a Code Interpreter-powered assistant that ingests and makes sense of a wide range of file types—documents, spreadsheets, code, and scanned images—for users who need fast, accurate breakdowns of uploaded content. It automatically detects file type and structure, applies the right parsing or OCR workflow, and returns results tailored to that format, from markdown-formatted document summaries to tabular spreadsheet highlights. It's designed for anyone who needs to quickly extract insight from files without manually specifying how to process them.

• Automatically detects file type and applies the appropriate parsing, extraction, or OCR workflow, including quality checks for scanned documents
• Extracts structured content per file type: headings/tables for documents, functions/classes/dependencies for code, sheets/headers/statistics for spreadsheets
• Offers both concise (2-3 bullet) and detailed section-by-section summaries tailored to the file's content
• Formats all mathematical notation in LaTeX/KaTeX and presents data as markdown tables, code blocks, or structured summaries
• Flags low-confidence OCR results, recommends human verification for sensitive content, and declines to process files with unauthorized PII