---
title: Unstructured Document ETL Toolkit
slug: unstructured-document-etl-toolkit
description: Unstructured is an open source document ETL toolkit for converting PDFs, HTML, emails, and office files into structured data. This skill covers how to use the real Unstructured project for partitioning documents, normalizing content, and feeding downstream agent or RAG pipelines.
github_stars: 14454
verification: security_reviewed
source: https://github.com/Unstructured-IO/unstructured
category: Data Extraction & Transformation
framework: Multi-Framework
tool_ecosystem:
  github_repo: Unstructured-IO/unstructured
  github_stars: 14454
---
# Unstructured Document ETL Toolkit

Unstructured is an open source document ETL toolkit for converting PDFs, HTML, emails, and office files into structured data. This skill covers how to use the real Unstructured project for partitioning documents, normalizing content, and feeding downstream agent or RAG pipelines.

## Installation

1. Clone this skill repository.
2. Open this skill folder.
3. Review prerequisites and setup needs.
4. Install required dependencies.
5. Run and test in your environment.

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/unstructured-document-etl-toolkit/)