PyPI Stats
NeumTry

neumai

Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.
PyPI GitHub
Downloads
Day
9
Week
49
Month
1.2K
Stars
868
Forks
50
Issues
8
Version
0.0.40

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
40
Popularity
58
Adoption
30
Community
20
How the maintenance status was determined
Last commit
841 days ago
Monthly downloads
1,177
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
1,177
Stars
868
Stars per 1k downloads
737.47
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
7
Month daily avg
39
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=3.10,<4.0
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
MIT
• 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
850 days ago
Total releases
40
Releases/year
15.9
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
5
Monthly downloads
1,177
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
28
 
Issue Burden
9.2
per 1k stars
Discussions
1.2
per 1k stars
Fork Ratio
10.0%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

No OS data available

Python Versions

No Python version data available

Top Countries

1. CA CA
1

Dependencies

28

Used By

1

Package Information

License
MIT
First Release
November 1, 2023
Last Release
2 years ago
Last Commit
2 years ago
Latest Version
0.0.40
Total Releases
40
Contributors
5
Open PRs
1
Archived
No
Author
David de Matheu
Python Versions
3 3.10 3.11
Keywords
neumai ai tools data tools
Topics
ai data embeddings etl llm vector-database chatgpt data-engineering database pipeline python retrieval vectors llmops mlops ops rag
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links