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Document to Markdown

Guides, tutorials, and real-world workflows for composable document and image processing.

Messy Enterprise Data Is Not a Blocker Anymore

Enterprise data does not need to be perfectly cleaned before AI can use it. Store the mess, design the workflow, and route uncertainty.

8 min read

Turn Research PDFs into Decision Briefs with an AI Agent

Build an agent workflow that converts research PDFs into structured evidence, reviewable claims, and decision-ready briefs.

11 min read

Long Documents Fail Differently Than Large Batches

A 300-page file and 300 one-page files are different engineering problems. Design context, retries, review, and cost controls accordingly.

9 min read

Forms, Tables, and Free Text Need Different Extraction Strategies

Mixed documents break when every page is treated the same. Use fields for forms, arrays for tables, and Markdown for narrative context.

9 min read

Automating Content Operations for Professional Services Teams

How professional services teams can automate content operations across documents, forms, emails, spreadsheets, review steps, and generated outputs.

9 min read

How to Evaluate Document Extraction APIs

A practical evaluation framework for document extraction APIs: test sets, schemas, confidence, citations, validation, workflow fit, and cost.

12 min read

The Hidden Failure Modes of PDF Processing

PDF processing breaks in ways demos hide: scans, malformed files, layout traps, partial failures, and downstream assumptions.

9 min read

RAG from Public Documentation Websites: Robots.txt, Terms, Retention, and Attribution

Public docs are tempting RAG sources. Before you ingest them, review robots.txt, terms, source attribution, retention, and update strategy.

16 min read

Document-to-Markdown for RAG: Preparing Documents for Your AI Knowledge Base

Why markdown is the ideal format for LLM ingestion, how to preserve tables and layouts from PDFs, and how to build a document ingestion pipeline for RAG.

22 min read

Convert Any Document to Clean Markdown in n8n

PDF, DOCX, HTML, images — convert them all to structured Markdown inside an n8n workflow. One node, no OCR chain, no LLM parsing.

7 min read

Read Any Document From Claude Code or Cursor — PDF, DOCX, Scans, Images via MCP

Use MCP to convert PDFs, scanned documents, Word files, and images to readable markdown directly from Claude Code or Cursor without custom preprocessing code.

7 min read