Factual package intelligence from PyPI

alira 0.1.0 package intelligence

ALIRA classifies a large text corpus according to a natural-language query when exhaustive LLM evaluation is impractical. It iteratively discovers relevant documents using active learning, LLM validation, and classifier refinement.

pip install alira

Current version
0.1.0
Python requirement
>=3.11
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
880.9 KiB
Release history
1 releases with files
Median release cadence
Not enough dated releases

alira dependencies

PyPI declares 10 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. numpy
  2. openai
  3. pandas
  4. pydantic
  5. scikit-learn

Compatibility and release files

alira publishes 1 wheel and 1 source archive for version 0.1.0. Wheel platform tags: any.

Declared Python classifiers: 3.11, 3.12, 3.13, 3.14.

Security snapshot for alira 0.1.0

An OSV query completed on and found 0 known vulnerabilities affecting this version. 0 advisories are classified as critical. 0 advisories appear in the CISA Known Exploited Vulnerabilities catalog.

Release activity and sources

PyPI lists 1 release with files. The first dated release is ; 1 release falls within the 365 days preceding the latest dated release. The current release files were uploaded on .