PyPI Stats
yifanfeng97

hyperextract

Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.
PyPI GitHub
Downloads
Day
41
Week
222
Month
1.6K
Stars
816
Forks
85
Issues
0
Version
0.1.2

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
70
Popularity
60
Adoption
32
Community
20
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
1,622
• 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
1,622
Stars
816
Stars per 1k downloads
503.08
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
32
Month daily avg
54
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=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
25 days ago
Total releases
3
Releases/year
34.2
• 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
6
Monthly downloads
1,622
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
25
 
Issue Burden
0.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
7.1%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 13
macOS 13
Windows 8

Python Versions

3.11
41.2% 14
3.13
26.5% 9
3.12
23.5% 8
3.14
8.8% 3

Top Countries

1. CN CN
10
2. US US
10
3. HK HK
6
4. NL NL
5
5. TW TW
4
6. DE DE
2
7. JP JP
2
8. KR KR
2
9. CA CA
1

Dependencies

12
4 optional dependencies

Used By

1

Package Information

License
Apache-2.0
First Release
April 4, 2026
Last Release
3 weeks ago
Last Commit
6 days ago
Latest Version
0.1.2
Total Releases
3
Contributors
6
Open PRs
0
Archived
No
Python Versions
3 3.11 3.12
Wheels
py3
Keywords
faiss knowledge-extraction langchain llm nlp pydantic rag semantic-search
Topics
ai cli hypergraph information-extraction knowledge knowledge-graph llm python rag ai-agents
Tracking Since
April 5, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links