No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
unstructured has 5.3M monthly downloads and 15K GitHub stars. Version 0.24.0 supports Python <3.14,>=3.11, first published in 2022.
It is actively maintained under a permissive license, last released in Jul 2026.
It is built on top of beautifulsoup4, charset-normalizer and emoji. It is used by 228 tracked packages, including gpt-researcher, graphon and camel-oasis.
GitHub topics include deep-learning, document-parsing and machine-learning.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
88
Adoption
70
Community
70
Provenance
100
How the maintenance status was determined
Last commit
12 days ago
Monthly downloads
5,278,005
•
Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
5,278,005
Stars
15,069
Stars per 1k downloads
2.86
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
Community Favorite
> 5 stars per 1k downloads
•
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
161,089
Month daily avg
175,934
Momentum
-8.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
<3.14,>=3.11
Cutting Edge
Minimum supported version is 3.12 or newer
•
Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
Apache-2.0
•
Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
0 days ago
Total releases
226
Releases/year
58.8
•
Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
144
Monthly downloads
5,278,005
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
•
Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
81
Issue Burden
12.1
per 1k stars
Discussions
4.1
per 1k stars
Fork Ratio
11.4%
contrib / forks
Stale Release
No
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
83.8K
Windows
4.7K
macOS
2.5K
Python Versions
3.12
40.0%
35.0K
3.11
38.1%
33.2K
3.13
11.6%
10.1K
3.10
6.4%
5.6K
3.14
4.0%
3.5K
Top Countries
1.
US
64.0K
US
2.
NL
5.6K
NL
3.
IN
4.1K
IN
4.
FR
3.1K
FR
5.
DE
3.0K
DE
6.
SG
1.9K
SG
7.
CN
1.5K
CN
8.
MY
1.4K
MY
9.
JP
865
JP
10.
HK
812
HK
Dependencies
23
- beautifulsoup4 <5.0.0,>=4.14.3
- charset-normalizer <4.0.0,>=3.4.4
- emoji <3.0.0,>=2.15.0
- filelock <4.0.0,>=3.12.0
- filetype <2.0.0,>=1.2.0
- html5lib <2.0.0,>=1.1
- installer <1.0.0,>=0.7.0
- langdetect <2.0.0,>=1.0.9
- lxml <7.0.0,>=5.0.0
- numba <1.0.0,>=0.60.0
- numpy <3.0.0,>=1.26.0
- psutil <8.0.0,>=7.2.2
- python-iso639 <2027.0.0,>=2026.1.31
- python-magic <1.0.0,>=0.4.27
- python-oxmsg <1.0.0,>=0.0.2
- rapidfuzz <4.0.0,>=3.14.3
- regex <2027.0.0,>=2024.0.0
- requests <3.0.0,>=2.32.5
- spacy <4.0.0,>=3.7.0
- tqdm <5.0.0,>=4.67.3
- typing-extensions <5.0.0,>=4.15.0
- unstructured-client <1.0.0,>=0.25.9
- wrapt <3.0.0,>=2.1.1
78 optional dependencies
- google-cloud-vision[local-inference]
- google-cloud-vision[all-docs]
- google-cloud-vision[image]
- google-cloud-vision[pdf]
- markdown[all-docs]
- markdown[local-inference]
- markdown[md]
- msoffcrypto-tool[all-docs]
- msoffcrypto-tool[xlsx]
- msoffcrypto-tool[local-inference]
- networkx[xlsx]
- networkx[all-docs]
- networkx[local-inference]
- openai-whisper[all-docs]
- openai-whisper[local-inference]
- openai-whisper[audio]
- openpyxl[all-docs]
- openpyxl[local-inference]
- openpyxl[xlsx]
- paddlepaddle[paddleocr]
- pandas[xlsx]
- pandas[all-docs]
- pandas[csv]
- pandas[local-inference]
- pandas[tsv]
- pdf2image[local-inference]
- pdf2image[pdf]
- pdf2image[image]
- pdf2image[all-docs]
- pdfminer-six[image]
- pdfminer-six[all-docs]
- pdfminer-six[pdf]
- pdfminer-six[local-inference]
- pi-heif[local-inference]
- pi-heif[pdf]
- pi-heif[all-docs]
- pi-heif[image]
- pikepdf[local-inference]
- pikepdf[all-docs]
- pikepdf[image]
- pikepdf[pdf]
- pypandoc-binary[epub]
- pypandoc-binary[rtf]
- pypandoc-binary[rst]
- pypandoc-binary[org]
- pypandoc-binary[odt]
- pypandoc-binary[all-docs]
- pypandoc-binary[local-inference]
- pypdf[image]
- pypdf[all-docs]
- pypdf[pdf]
- pypdf[local-inference]
- python-docx[doc]
- python-docx[odt]
- python-docx[all-docs]
- python-docx[local-inference]
- python-docx[docx]
- python-pptx[ppt]
- python-pptx[local-inference]
- python-pptx[pptx]
- python-pptx[all-docs]
- sentencepiece[huggingface]
- tiktoken[chunking-tokens]
- torch[huggingface]
- transformers[huggingface]
- unstructured-inference[local-inference]
- unstructured-inference[pdf]
- unstructured-inference[all-docs]
- unstructured-inference[image]
- unstructured-ingest[ingest]
- unstructured-paddleocr[paddleocr]
- unstructured-pytesseract[image]
- unstructured-pytesseract[all-docs]
- unstructured-pytesseract[local-inference]
- unstructured-pytesseract[pdf]
- xlrd[all-docs]
- xlrd[local-inference]
- xlrd[xlsx]
Used By
228
- gpt-researcher
- graphon
- camel-oasis
- local-deep-research
- trustgraph-unstructured
- loop-chat
- season
- abstractruntime
- prismal-ai
- restai-core
- arklex
- akasha-terminal
- testzeus-hercules
- graphon-local
- unstructured-fileconverter-haystack
- freegenius
- onprem
- ws-bom-robot-app
- demogpt
- wdoc
- nebula-ai
- megaparse
- modelscope-agent
- donkit-read-engine
- vectorlite
- delos-unichunking
- gpt4readability
- langchain-utils
- memory-agent
- ai-companion-llm-backend
- langchain-chatchat
- longtrainer
- pybrag
- gptui
- indox
- aerospace-chatbot
- applyllm
- janus-llm
- semantixrag
- llama-cookbook
- markdowncore-ai
- docs2vecs
- athenah-ai
- vector-etl
- gpt-researcher-tomorrow
- consistency-checker
- llama-index-packs-recursive-retriever
- grawiki
- ai-companion-langchain-integrator
- llm-snowglobe
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
Apache-2.0
First Release
September 2, 2022
Last Release
1 hr ago
Last Commit
1 week ago
Latest Version
0.24.0
Total Releases
226
Contributors
144
Open PRs
76
Archived
No
Python Versions
3
3.11
3.12
3.13
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh