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
0 days ago
Monthly downloads
31,787
•
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
31,787
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
1,961
Month daily avg
1,060
Momentum
+85.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=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
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
0 days ago
Total releases
62
Releases/year
187.0
•
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
31,787
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
-
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
268
Python Versions
3.12
37.3%
100
3.11
33.6%
90
3.10
29.1%
78
Top Countries
1.
SG
395
SG
2.
KR
382
KR
3.
US
318
US
4.
FR
64
FR
5.
NL
22
NL
6.
DK
16
DK
7.
NO
8
NO
8.
JP
4
JP
9.
CA
1
CA
10.
FI
1
FI
Dependencies
7
- httpx <1.0.0,>=0.27.0
- openai <2.0.0,>=1.107.1
- openai-agents <1.0.0,>=0.3.3
- pydantic <3.0.0,>=2.0.0
- python-dotenv <2.0.0,>=1.0.0
- pyyaml <7.0,>=6.0
- typer <1.0.0,>=0.9.0
27 optional dependencies
- anthropic[anthropic]
- atendentepro[all]
- azure-monitor-opentelemetry-exporter[azure]
- black[dev]
- fastapi[server]
- google-genai[gemini]
- grkmemory[memory]
- import-linter[dev]
- isort[dev]
- mkdocs[docs]
- mkdocs-material[docs]
- monkai-trace[tracing]
- monkai-trace[tuning]
- mypy[dev]
- numpy[rag]
- opentelemetry-sdk[azure]
- pymupdf[rag]
- pypdf[rag]
- pytest[dev]
- pytest-asyncio[dev]
- pytest-cov[dev]
- python-docx[rag]
- python-pptx[rag]
- scikit-learn[rag]
- supabase[tuning]
- types-pyyaml[dev]
- uvicorn[server]
Used By
0
Not used by any tracked packages
Package Information
License
Proprietary
First Release
January 5, 2026
Last Release
20 hr ago
Last Commit
-
Latest Version
0.25.0
Total Releases
62
Contributors
-
Open PRs
-
Archived
-
Python Versions
3
3.10
3.11
3.12
3.13
Wheels
cp310
cp311
cp312
cp313
Keywords
Topics
-
Tracking Since
January 7, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh