---
title: "Discussion on \"Building DocPilot — Part 3: From Markdown Documents to Searchable Chunks\" | Hashnode"
description: "Discussion on \"Building DocPilot — Part 3: From Markdown Documents to Searchable Chunks\". Learn how I built DocPilot's Markdown-aware chunking pipeline with Python, code-block handling, metadata, and pytest tests."
url: "https://hashnode.com/posts/building-docpilot-part-3-from-markdown-documents-to-searchable-chunks/6af601f67e155c8935ee15b6"
---

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# [Building DocPilot — Part 3: From Markdown Documents to Searchable Chunks](https://ai-content-utilties.hashnode.dev/building-docpilot-part-3-from-markdown-documents-to-searchable-chunks?utm_source=hashnode&utm_medium=feed)

Learn how I built DocPilot's Markdown-aware chunking pipeline with Python, code-block handling, metadata, and pytest tests.

1d ago · 16 min read · ai-content-utilties.hashnode.dev  
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## Written by

[tarini sunil](https://hashnode.com/@tarinisunil)

@tarinisunil · Delhi, India

  
[View profile](https://hashnode.com/@tarinisunil)

Small, practical AI utilities for structured content workflows

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