Package Insights
Package Risks
- No releases in 846 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
70
Popularity
81
Adoption
67
Community
70
How the maintenance status was determined
Last commit
54 days ago
Monthly downloads
516,609
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
516,609
Stars
5,230
Stars per 1k downloads
10.12
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
16,415
Month daily avg
17,220
Momentum
-4.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python 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
901 days ago
Total releases
11
Releases/year
1.6
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
54
Monthly downloads
516,609
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
66
Issue Burden
44.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
6.5%
contrib / forks
Stale Release
846d
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
10.2K
Windows
270
macOS
191
Python Versions
3.9
27.3%
2.6K
3.7
21.9%
2.1K
3.11
20.9%
2.0K
3.12
18.6%
1.8K
3.10
11.2%
1.1K
Top Countries
1.
US
9.2K
US
2.
DE
363
DE
3.
IN
352
IN
4.
CN
156
CN
5.
SG
112
SG
6.
IL
103
IL
7.
JP
59
JP
8.
NL
39
NL
9.
GB
35
GB
10.
IE
33
IE
Dependencies
1
Used By
99
- graphrag-sdk
- caracaldb
- vital-ai-vitalsigns
- agentics-py
- gundog
- pegasuspy
- nano-graphrag
- epochdb
- pyvia
- lilac
- engram-memory-system
- pyomic
- textkit-learn
- a-machine
- tool-compass
- mcp-semantic-gateway
- cz-benchmarks
- depass
- hypertag
- django-vectordb
- fast-graphrag
- scarf
- codexlens-search
- jamjet-engram
- claude-writ
- vectorlite
- agents-docs-sync
- scimilarity
- ambrosia
- sanguine
- mnemonics
- citrusdb
- llama-index-vector-stores-hnswlib
- monocle3-python
- mlots
- pegasusx
- stclinic
- vectorizedb
- pyclue
- agentwebsearch-py
- et-come
- emem
- llm-semantic-cache
- embenx
- sc-samap
- spore-clustering
- advanced-text-processing
- vectormorph
- vlm2vec-for-pyserini
- lilacai
Package Information
License
Unknown
First Release
August 23, 2019
Last Release
2 years ago
Last Commit
1 month ago
Latest Version
0.8.0
Total Releases
11
Contributors
54
Open PRs
52
Archived
No
Author
Yury Malkov and others
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh