Automate PDF Segmentation Using AI and Chunkr.ai

This workflow automatically segments PDF documents by generating a hierarchical Table of Contents using AI and Chunkr.ai, allowing for precise content extraction and enhanced document processing.

n8n

This workflow is designed to intelligently process PDF documents by identifying or generating a hierarchical Table of Contents (ToC) and segmenting the document based on these ToC headings. It uses Chunkr.ai for OCR and parsing, and Google Gemini AI for ToC generation. The workflow outputs each section as an individual item, complete with text, HTML, and Markdown formats, or reconstructs the entire document into a single HTML or Markdown file. This is particularly useful for AI agents needing to navigate specific document sections, targeted content extraction, and enhancing Retrieval Augmented Generation (RAG) systems.

$19.99
Last updated October 3, 2026
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How to import this workflow into n8n

  1. 1Purchase or download the workflow to get the n8n workflow JSON file.
  2. 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
  3. 3Open each node marked with a credential warning and connect your own accounts and API keys.
  4. 4Run the workflow once manually to verify the data flow, then toggle it to Active.

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