Package Insights
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
70
Popularity
19
Adoption
23
Community
0
How the maintenance status was determined
Last commit
20 days ago
Monthly downloads
229
•
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
229
Stars
14
Stars per 1k downloads
61.14
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
Needs at least 1,000 monthly downloads to classify popularity.
How download momentum is calculated
Week daily avg
4
Month daily avg
8
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
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
Not specified
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
Package does not declare a license.
How the release cadence was determined
Last release
389 days ago
Total releases
5
Releases/year
3.4
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
2
Monthly downloads
229
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
15
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
200.0%
contrib / forks
Stale Release
369d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
2
Python Versions
2.7
50.0%
1
3.7
50.0%
1
Top Countries
1.
HK
5
HK
2.
US
2
US
3.
CA
1
CA
Dependencies
19
- accelerate
- auto-gptq
- bitsandbytes
- gguf
- hnswlib
- langchain
- langchain-experimental
- langchain-huggingface
- langchain-openai
- markdown2
- mkdocstrings-python
- optimum
- peft
- pymarkdownlnt
- python-magic
- questionary
- sentencepiece
- sentence-transformers
- torch
11 optional dependencies
- black[test]
- callouts[test]
- coverage[test]
- flake8[test]
- gitchangelog[test]
- isort[test]
- mkdocs[test]
- mypy[test]
- pymdown-extensions[test]
- pytest[test]
- pytest-cov[test]
Used By
0
Not used by any tracked packages
Package Information
License
Unknown
First Release
November 13, 2024
Last Release
1 year ago
Last Commit
3 weeks ago
Latest Version
1.1.5
Total Releases
5
Contributors
2
Open PRs
0
Archived
No
Author
souradipp76
Tracking Since
January 21, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh