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Documents and Data Extraction

Turning PDFs, scans and office files into text and structured data agents can use.

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Reported by source

Build a formula-based analysis workbook with Agent Mode in Excel

Agent Mode in Excel plans formulas, sheets and charts from a prompt, checks and fixes its own results, and reports its validation steps; Microsoft reports 57.2% accuracy on SpreadsheetBench in its own evaluation.

microsoft.com · 29 Sept 2025
Planned, not done

Build a formula-driven Excel model with the Claude xlsx skill

Install Anthropic's xlsx skill in Claude Code so the agent writes live formulas, recalculates the workbook with LibreOffice and checks it for formula errors.

github.comanthropics/skills, anthropics/claude-code
Reported by source

Parse scanned PDFs with tables into Markdown and JSON

Run PaddleOCR's PP-StructureV3 pipeline on scans to recover layout, tables, formulas and reading order as Markdown or JSON.

github.comPaddlePaddle/PaddleOCR
Reported by source

Convert PDFs and Office files to Markdown for an LLM

Run MarkItDown on PDFs, Word, PowerPoint and Excel files to get structure-preserving Markdown an LLM can read cheaply.

github.commicrosoft/markitdown