habermas-machine
habermas-machine packages the core deliberation, ranking, and social-choice components used to run Habermas Machine experiments.
Install
Install the core package:
uv add habermas-machine
Install with provider extras when you need live model clients:
uv add "habermas-machine[all]"
Available extras:
googleanthropictogethermodalopenrouterall
Development
Sync a local development environment with tests and release tooling:
uv sync --group dev --extra all
Run tests:
uv run pytest
Build distribution artifacts:
uv build
uv run twine check dist/*
Releases
- GitHub Actions runs CI on pushes and pull requests.
- Runs unit tests.
- Builds the package.
- Tests pacakge is installable.
- Publishes a unique dev build to TestPyPI through trusted publishing.
- Creating a non-prerelease GitHub release publishes the tagged version to PyPI through trusted publishing.
Release files for habermas-machine 1.0.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| habermas_machine-1.0.1.tar.gz | 267.7 kB | With provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| habermas_machine-1.0.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 361.6 kB
Release files / habermas_machine-1.0.1.tar.gz
| Download URL | habermas_machine-1.0.1.tar.gz |
|---|---|
| Size | 267.7 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Yes |
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Signed by GitHub Actions, verified by PyPI on Oct 19, 2026.
Transparency logRelease files / habermas_machine-1.0.1-py3-none-any.whl
| Download URL | habermas_machine-1.0.1-py3-none-any.whl |
|---|---|
| Size | 94.0 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
a55f920a8a4a183e88c07d7e85de5e235899476bca52daed75b3265959b0f7ce
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BLAKE2b-256 checksum How to use checksums |
a6dd3148c677cdf59dd2c6ee104820e130ddc828dd6b97e5764c28f50422a088
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 19, 2026.
Transparency logSecurity for habermas-machine 1.0.1
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
Full provenance
All 2 files in this release have been uploaded with provenance metadata.
Attestation for habermas_machine-1.0.1.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 19, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
