No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
Package Risks
- No releases in 552 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
45
Adoption
31
Community
70
Provenance
0
How the maintenance status was determined
Last commit
4 days ago
Monthly downloads
1,457
•
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
1,457
Stars
104
Stars per 1k downloads
71.38
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
5
Month daily avg
49
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
<3.13,>=3.10
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
557 days ago
Total releases
134
Releases/year
74.8
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
17
Monthly downloads
1,457
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
2394.2
per 1k stars
Discussions
240.4
per 1k stars
Fork Ratio
34.7%
contrib / forks
Stale Release
552d
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
5
Python Versions
3.11
100.0%
5
Top Countries
1.
US
8
US
Dependencies
6
- captcha <0.7.0,>=0.6.0
- pandas <3.0.0,>=2.2.3
- requests <3.0.0,>=2.32.3
- swarmauri-base <0.7.0.0,>=0.6.0.54
- swarmauri-core <0.7.0.0,>=0.6.0.54
- typing-extensions <5.0.0,>=4.12.2
24 optional dependencies
- annoy[ml-toolkits]
- chromadb[storage]
- duckdb[storage]
- folium[visualization]
- gensim[nlp]
- leptonai[model-clients]
- neo4j[storage]
- nltk[nlp]
- pinecone-client[storage]
- psutil[cloud-integration]
- pygithub[cloud-integration]
- pymupdf[document-processing]
- pypdf[document-processing]
- pypdftk[document-processing]
- qdrant-client[storage]
- qrcode[cloud-integration]
- redis[storage]
- scikit-learn[nlp]
- textblob[nlp]
- textstat[nlp]
- tiktoken[tiktoken]
- torch[nlp]
- transformers[ml-toolkits]
- weaviate-client[storage]
Used By
0
Not used by any tracked packages
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
Apache-2.0
First Release
September 21, 2024
Last Release
1 year ago
Last Commit
5 days ago
Latest Version
0.6.0.54
Total Releases
134
Contributors
17
Open PRs
53
Archived
No
Author
Jacob Stewart
Python Versions
3
3.10
3.11
3.12
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
June 28, 2026
Data Freshness
Stale