Monthly downloads
3.9K
Weekly downloads
3.9K
GitHub stars
-
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Package Insights
Score based on PyPI data only - no linked source repository
N/A
Health Score
Not available
requires GitHub data
How the maintenance status was determined
Last release
12 days ago
Monthly downloads
3,914
•
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
3,914
Stars
Unknown
Stars per 1k downloads
—
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
No star data — can't compute stars-to-downloads ratio.
How download momentum is calculated
Week daily avg
559
Month daily avg
130
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.
More insights and metrics
Python version support tiers
requires_python
<3.14,>=3.12
Cutting Edge
Minimum supported version is 3.14 or newer
•
Modern
Minimum supported version is 3.11 to 3.13
Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
Proprietary
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
12 days ago
Total releases
4
Releases/year
112.3
•
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
Unknown
Monthly downloads
3,914
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
Contributor count is missing — this usually indicates the package has no linked GitHub repository.
Engagement
0
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
-
contrib / forks
Stale Release
No
PR Velocity
-
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
1
Python Versions
3.12
100.0%
1
Top Countries
1.
US
81
US
2.
DE
40
DE
3.
FR
38
FR
4.
GB
6
GB
5.
CA
2
CA
6.
SG
1
SG
Weekly Downloads
GitHub Stars
Dependencies
9
- asgiref >=3.8
- faiss-cpu >=1.8
- numpy >=1.26
- openai >=1.50
- pydantic >=2.7
- sentence-transformers >=3.0
- tenacity >=8.5
- tiktoken >=0.7
- tqdm >=4.66
10 optional dependencies
-
anthropic>=0.40[all]extra == "all"
-
anthropic>=0.40[anthropic]extra == "anthropic"
-
beautifulsoup4>=4.12[multimodal]extra == "multimodal"
-
beautifulsoup4>=4.12[all]extra == "all"
-
httpx>=0.27[multimodal]extra == "multimodal"
-
httpx>=0.27[all]extra == "all"
-
ollama>=0.4[ollama]extra == "ollama"
-
ollama>=0.4[all]extra == "all"
-
pillow>=10.0[all]extra == "all"
-
pillow>=10.0[multimodal]extra == "multimodal"
Used By
0
Not used by any tracked packages
Repository details
Forks
-
Issues
-
Last Commit
-
Contributors
-
Open PRs
-
Archived
-
Data and sources
Tracking Since
October 4, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh