Factual package intelligence from PyPI

hal-spatial-harness 0.1.48726 package intelligence

A lightweight framework for benchmarking multimodal AI agents with parallel execution, prompt variation, and automated evaluation.

pip install hal-spatial-harness

Current version
0.1.48726
Python requirement
>=3.8
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
1.2 MiB
Release history
81 releases with files
Median release cadence
0 days

hal-spatial-harness dependencies

PyPI declares 14 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. pandas
  2. numpy
  3. alive-progress
  4. gitpython
  5. huggingface-hub
  6. openai
  7. scipy
  8. scikit-learn
  9. torch
  10. transformers
  11. umap-learn
  12. pillow
  13. cohere
  14. hdbscan

Compatibility and release files

hal-spatial-harness publishes 1 wheel and 1 source archive for version 0.1.48726. Wheel platform tags: any.

No version-specific Python classifiers are declared.

Metadata completeness

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

Release activity and sources

PyPI lists 81 releases with files. The first dated release is ; 81 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.