Data & Research · GitHub ·14,445 ★

unstructured

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning

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Details

Author
Unstructured-IO
Category
Data & Research
Platform
GitHub
Framework
langchain
Language
html
Stars
14,445
First indexed
2026-05-15
Last active
2026-04-12
Directory sync
2026-05-15
@Unstructured-IO@unstructurediounstructured.io

Overview

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning

Quick start

git

git clone https://github.com/Unstructured-IO/unstructured

Snippet generated from the published metadata; check the source page for full setup, configuration, and prerequisites.

What unstructured can do

dataimageembeddinganalyllm
  • Data — Reads, transforms, and analyses structured data.
  • Image — Generates or edits images from natural-language prompts.
  • Embedding — Computes vector embeddings for semantic search.
  • Analy — analy task automation.
  • Llm — llm task automation.

Frequently asked questions

What is unstructured?
Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning
How do I install unstructured?
Use git: `git clone https://github.com/Unstructured-IO/unstructured`. Full setup details on the source page linked above.
Is unstructured open source?
unstructured is published on GitHub.
What are alternatives to unstructured?
Comparable agents include ragflow, autoresearch, OpenBB. Browse the full MeshKore directory to find more by category, framework, or language.

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Source & freshness

Profile data for unstructured is sourced from GitHub, published by Unstructured-IO.

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