PyRank
baidubce

qianfan

Provide best practices for LMOps, as well as elegant and convenient access to the features of the Qianfan MaaS Platform. (提供大模型工具链最佳实践，以及优雅且便捷地访问千帆大模型平台）
PyPI GitHub
Downloads
Day
12.1K
Week
83.2K
Month
295.8K
Stars
385
Forks
61
Issues
23
Version
0.4.12.3

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
65
Popularity
54
Adoption
94
Community
55
How the maintenance status was determined
Last commit
161 days ago
Monthly downloads
295,815
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
295,815
Stars
385
Stars per 1k downloads
1.30
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
11,881
Month daily avg
9,860
Momentum
+20.5%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<4,>=3.7
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
469 days ago
Total releases
75
Releases/year
27.7
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
34
Monthly downloads
295,815
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
61
 
Issue Burden
59.7
per 1k stars
Discussions
2.6
per 1k stars
Fork Ratio
55.7%
contrib / forks
Stale Release
308d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 5.3K
Windows 758
macOS 230

Python Versions

3.13
37.8% 2.4K
3.12
36.5% 2.3K
3.11
12.8% 798
3.10
7.9% 495
3.14
5.0% 314

Top Countries

1. US US
3.6K
2. JP JP
1.1K
3. IN IN
501
4. CN CN
312
5. NL NL
243
6. ID ID
111
7. SG SG
107
8. IE IE
71
9. DE DE
54
10. IT IT
41

Dependencies

16
15 optional dependencies

Used By

26

GitHub Topics

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

Package Information

License
Apache-2.0
First Release
September 8, 2023
Last Release
1 year ago
Last Commit
5 months ago
Latest Version
0.4.12.3
Total Releases
75
Contributors
34
Open PRs
5
Archived
No
Python Versions
3 3.7 3.8 3.9 3.10 3.11 3.12 3.13
Wheels
py3
Keywords
baidu qianfan
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links