Convert any document to clean markdown with AI agents

Stack

Implementation

1. 1

   Build the document intake

   Create a pipeline that accepts documents in multiple formats and extracts raw content. Use vision models for scanned or image-heavy documents.

2. 2

   Create the structure analysis agent

   Build an agent that analyzes document layout and identifies semantic elements: headings hierarchy, code blocks, tables, lists, images, and callouts.

3. 3

   Implement markdown generation

   Convert identified elements into clean markdown. Handle edge cases like nested tables, complex lists, and inline formatting that rule-based tools miss.

4. 4

   Add quality verification

   The agent compares the generated markdown against the original document to verify nothing was lost in conversion. Flag any elements that need manual review.

5. 5

   Deploy as API or batch processor

   Ship as an API endpoint for single documents or a batch processor for bulk conversion. Include format options and style configuration.

What You Get

• Accurate conversion from any document format to markdown
• Preserves document structure, headings, and formatting
• Handles complex layouts that rule-based tools break on
• Quality verification catches conversion errors automatically