Release v1.0.1 (What’s new?).

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Welcome to atlas_doc_parser Documentation

Turn your Confluence pages and Jira issues into AI-ready Markdown.

Confluence and Jira store rich text as Atlassian Document Format (ADF) - a complex JSON structure that LLMs can’t directly consume. This library solves that:

from atlas_doc_parser.api import NodeDoc

# Parse ADF JSON from Confluence/Jira API
doc = NodeDoc.from_dict(adf_json)

# Convert to clean Markdown
markdown = doc.to_markdown()

# Feed to your AI
response = llm.chat(f"Summarize this: {markdown}")

Now your team’s knowledge in Confluence and Jira becomes training data, context, or input for any AI workflow.

Install

atlas_doc_parser is released on PyPI, so all you need is to:

$ pip install atlas-doc-parser

To upgrade to latest version:

$ pip install --upgrade atlas-doc-parser

Table of Content

• Atlassian Document Format Parser
• Maintainer Guide

About the Author

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Sanhe Hu is a seasoned software engineer with a deep passion for Python development since 2010. As an author and maintainer of 150+ open-source Python projects, with over 15 million monthly downloads, I bring a wealth of experience to the table. As a Senior Solution Architect and Subject Matter Expert in AI, Data, Amazon Web Services, Cloud Engineering, DevOps, I thrive on helping clients with platform design, enterprise architecture, and strategic roadmaps.

Talk is cheap, show me the code:

• My Github: https://github.com/MacHu-GWU

API Document

• by Name

• by Structure