Factual package intelligence from PyPI

causal-agent-replay 0.0.1 package intelligence

Counterfactual replay and causal attribution over LLM-agent trajectories: find which step actually caused a bad outcome by intervening on it.

pip install causal-agent-replay

Current version
0.0.1
Python requirement
>=3.12
License
Apache-2.0
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
87.9 KiB
Release history
1 releases with files
Median release cadence
Not enough dated releases

causal-agent-replay dependencies

PyPI declares 12 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. pydantic >=2.7
  2. typer >=0.12
  3. numpy >=1.26
  4. scipy >=1.13
  5. structlog >=24.1
  6. anthropic >=0.40
  7. openai >=1.40

Compatibility and release files

causal-agent-replay publishes 1 wheel and 1 source archive for version 0.0.1. Wheel platform tags: any.

Declared Python classifiers: 3.12.

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 .