PyPI Stats
hanxiao

bert-serving-server

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
PyPI GitHub

Shared Repository

This package shares its GitHub repository (hanxiao/bert-as-service) with 3 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
449
Week
1.6K
Month
6.6K
Stars
12.8K
Forks
2.1K
Issues
290
Version
1.10.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
40
Popularity
87
Adoption
58
Community
70
How the maintenance status was determined
Last commit
868 days ago
Monthly downloads
6,621
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
6,621
Stars
12,836
Stars per 1k downloads
1938.68
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
236
Month daily avg
221
Momentum
+6.8%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python 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
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
2329 days ago
Total releases
57
Releases/year
7.7
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
85
Monthly downloads
6,621
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
69
 
Issue Burden
22.6
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
4.1%
contrib / forks
Stale Release
1460d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 59
Windows 4

Python Versions

3.11
69.4% 43
3.7
14.5% 9
2.7
9.7% 6
3.12
3.2% 2
3.9
3.2% 2

Top Countries

1. IN IN
41
2. US US
30
3. AU AU
2
4. CA CA
1
5. CN CN
1

Dependencies

5
7 optional dependencies

Used By

3

Package Information

License
MIT
First Release
December 6, 2018
Last Release
6 years ago
Last Commit
2 years ago
Latest Version
1.10.0
Total Releases
57
Contributors
85
Open PRs
13
Archived
No
Author
Han Xiao
Python Versions
3.6
Wheels
py3
Keywords
bert nlp tensorflow machine learning sentence encoding embedding serving
Topics
bert sentence-encoding deep-learning clip-model clip-as-service bert-as-service cross-modal-retrieval multi-modality neural-search openai pytorch onnx cross-modality image2vec sentence2vec
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links