Factual package intelligence from PyPI

ai_harmonization 0.4.0 package intelligence

AI-backed harmonization framework

pip install ai-harmonization

Current version
0.4.0
Python requirement
<4.0.0,>=3.12
License
Not declared
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
60.5 KiB
Release history
6 releases with files
Median release cadence
1 days

ai_harmonization dependencies

PyPI declares 19 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. langchain-chroma >=0.2.5
  2. langchain-community >=0.3.27
  3. langchain-core >=0.3.72
  4. langchain-huggingface >=0.3.1
  5. pydantic >=2.11.7
  6. sssom >=0.4.16
  7. sssom-schema >=1.0.0
  8. tqdm >=4.67.1
  9. itables >=2.4.4
  10. numpy >=2.0.2
  11. pandas >=2.2.2
  12. requests >=2.32.4
  13. ipython >=7.34.0
  14. torch >=2.8.0
  15. matplotlib >=3.10.0
  16. chromadb >=1.0.0
  17. sentence-transformers >=5.1.2
  18. datasets >=4.4.1
  19. accelerate >=1.11.0

Compatibility and release files

ai_harmonization publishes 1 wheel and 1 source archive for version 0.4.0. Wheel platform tags: any.

No version-specific Python classifiers are declared.

Metadata completeness

PyPI does not currently declare: license, project URL. PyDeps marks these fields as unknown instead of guessing values.

Release activity and sources

PyPI lists 6 releases with files. The first dated release is ; 6 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .

The project does not publish external project URLs in its PyPI metadata.