PyPI Stats
neuml

txtai

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
PyPI GitHub

Shared Repository

This package shares its GitHub repository (neuml/txtai) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
1.2K
Week
9.5K
Month
46.2K
Stars
12.5K
Forks
806
Issues
8
Version
9.8.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
86
Adoption
46
Community
30
How the maintenance status was determined
Last commit
5 days ago
Monthly downloads
46,198
• 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
46,198
Stars
12,453
Stars per 1k downloads
269.56
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
1,358
Month daily avg
1,540
Momentum
-11.8%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python 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
Apache 2.0: http://www.apache.org/licenses/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
7 days ago
Total releases
62
Releases/year
10.8
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
21
Monthly downloads
46,198
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
29
 
Issue Burden
0.6
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
2.6%
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

Linux 644
Windows 197
macOS 20

Python Versions

3.14
35.5% 301
3.10
30.3% 257
3.12
25.9% 219
3.11
6.6% 56
3.9
1.7% 14

Top Countries

1. US US
671
2. DE DE
46
3. GB GB
16
4. SG SG
13
5. NL NL
12
6. IN IN
11
7. IE IE
10
8. AU AU
8
9. ES ES
8
10. KR KR
8

Dependencies

9
183 optional dependencies

Used By

18
View all 18 dependents

Package Information

License
Apache 2.0: http://www.apache.org/licenses/LICENSE-2.0
First Release
August 11, 2020
Last Release
1 week ago
Last Commit
6 days ago
Latest Version
9.8.0
Total Releases
62
Contributors
21
Open PRs
0
Archived
No
Author
NeuML
Python Versions
3
Wheels
py3
Keywords
search embedding machine-learning nlp
Topics
python search nlp semantic-search vector-search txtai llm vector-database language-model transformers sentence-embeddings large-language-models information-retrieval search-engine embeddings retrieval-augmented-generation rag ai agents ai-agents
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links