PyPI Stats
elias-jhsph

scienceai-llm

An AI-powered scientific literature search engine that uses OpenAI's language models to analyze research papers. It enables users to extract data, ask complex questions, and perform ad hoc literature reviews, handling hundreds of papers simultaneously without needing metadata.
PyPI GitHub
Downloads
Day
46
Week
123
Month
639
Stars
7
Forks
0
Issues
0
Version
0.4.7

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
70
Popularity
12
Adoption
28
Community
10
How the maintenance status was determined
Last commit
45 days ago
Monthly downloads
639
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
639
Stars
7
Stars per 1k downloads
10.95
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
Needs at least 1,000 monthly downloads to classify popularity.
How download momentum is calculated
Week daily avg
18
Month daily avg
21
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
>=3.11
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
GNU General Public License v3 (GPLv3)
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
45 days ago
Total releases
14
Releases/year
7.4
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
2
Monthly downloads
639
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
20
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
-
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Windows 2

Python Versions

3.13
100.0% 2

Top Countries

1. EE EE
2
2. US US
2
3. CA CA
1

Dependencies

19
21 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
GNU General Public License v3 (GPLv3)
First Release
June 18, 2024
Last Release
1 month ago
Last Commit
1 month ago
Latest Version
0.4.7
Total Releases
14
Contributors
2
Open PRs
3
Archived
No
Python Versions
3 3.11 3.12
Wheels
py3
Keywords
ai science research literature pdf extraction llm openai anthropic gemini
Topics
ai data-extraction flask literature-review llm openai pymupdf research-project research-tool scientific-publications scientific-research dictdatabase
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links