Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
10
Popularity
68
Adoption
56
Community
30
How the maintenance status was determined
Last commit
491 days ago
Monthly downloads
438,827
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
438,827
Stars
2,021
Stars per 1k downloads
4.61
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
12,330
Month daily avg
14,628
Momentum
-15.7%
((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
Apache License 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
1092 days ago
Total releases
2
Releases/year
0.6
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
15
Monthly downloads
438,827
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
42
Issue Burden
16.3
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
9.6%
contrib / forks
Stale Release
600d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
5.8K
Windows
14
macOS
7
Python Versions
3.12
70.0%
4.0K
3.11
20.1%
1.2K
3.10
6.9%
396
3.9
2.3%
131
3.13
0.8%
45
Top Countries
1.
US
5.1K
US
2.
SG
93
SG
3.
CA
92
CA
4.
DE
86
DE
5.
IN
75
IN
6.
AU
65
AU
7.
GB
53
GB
8.
CH
52
CH
9.
JP
50
JP
10.
HK
47
HK
Dependencies
0
No dependencies
Used By
50
- llama-index-embeddings-instructor
- instructor-embedders-haystack
- memex-agent-memory
- llm4data
- pyllmsearch
- aidriver
- agent-context
- dotagent
- h2ogpt
- agentbox
- neogpt
- agentdb
- incognitogpt
- dotagent-dev
- agent-cloud
- agent-cloud-os
- llm-server
- few-shot-clustering
- code-context
- llmproxy
- webwright
- next-llm
- semantic-similarity-cli
- codegraph-agent
- agent-management-system
- agent-system
- agent-ngo
- agentvm
- ams-python
- ams-core
- grag
- appnext
- auto-ams
- openams
- openagent-py
- dotams
- openagent-dev
- nextpy-ai
- fendi
- dotnext
- openagentos
- openlora
- ragindex
- next-ams
- namas
- ragpy-new
- nextagent
- nextapi
- promptcache
- intsage-middleware
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
Apache License 2.0
First Release
January 20, 2023
Last Release
2 years ago
Last Commit
1 year ago
Latest Version
1.0.1
Total Releases
2
Contributors
15
Open PRs
4
Archived
No
Author
Hongjin SU
Wheels
py2
py3
Keywords
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh