PyRank
google

langfun

OO for LLMs
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Downloads
Day
2.4K
Week
11.8K
Month
75.2K
Stars
912
Forks
77
Issues
10
Version
0.1.1

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
60
Adoption
48
Community
50
Provenance
0
How the maintenance status was determined
Last commit
32 days ago
Monthly downloads
75,179
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
75,179
Stars
912
Stars per 1k downloads
12.13
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
1,690
Month daily avg
2,506
Momentum
-32.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
License categories
License
Apache License 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
713 days ago
Total releases
1,007
Releases/year
358.2
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
24
Monthly downloads
75,179
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
52
 
Issue Burden
11.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
31.2%
contrib / forks
Stale Release
681d
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 106
macOS 4

Python Versions

3.11
42.3% 47
3.12
42.3% 47
3.13
12.6% 14
3.7
1.8% 2
3.8
0.9% 1

Top Countries

1. US US
370
2. SG SG
123
3. GB GB
67
4. HK HK
31
5. DE DE
26
6. CA CA
23
7. CN CN
14
8. FR FR
13
9. JP JP
11
10. SE SE
8

Dependencies

13

Used By

1
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
Apache License 2.0
First Release
September 14, 2023
Last Release
1 year ago
Last Commit
1 month ago
Latest Version
0.1.1
Total Releases
1,007
Contributors
24
Open PRs
42
Archived
No
Author
Langfun Authors
Python Versions
3 3.10 3.11
Wheels
py3
Keywords
llm generative-ai machine-learning
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links