Skip to main content

title: SimpleAudit Studio emoji: 🔍 colorFrom: blue colorTo: indigo sdk: docker app_port: 7860 pinned: false

SimpleAudit Studio

License: MIT Python PyPI

A self-hostable platform for reproducible AI model audits using the SimpleAudit engine.

Quick run

Needs uv:

uvx simpleaudit-studio@latest

To run the latest code from GitHub instead of the published package:

uvx --from "git+https://github.com/SimulaMet/SimpleAuditStudio@main" spin

Open http://localhost:8000. Try the live demo if you do not want to install anything.

Development

git clone https://github.com/SimulaMet/SimpleAuditStudio
cd SimpleAuditStudio
cp .env.dev.example .env
uv sync --extra dev
uv run manage.py setup_local
uv run manage.py dev

The app opens at http://localhost:8000 with live reload. Use --no-browser to skip opening a browser.

What it does

  • Build versioned scenario sets and register OpenAI-compatible models.
  • Define judges and run audits across models, scenarios, and settings.
  • Review runs live and compare results in the dashboard.
  • Monitor models for drift on a schedule.

Documentation

  • Deployment — all run commands, settings, chat, upgrades, backups, and production notes
  • Chat — chat setup and privacy details
  • Architecture — system design and service boundaries
  • Domain model — core data and invariants

Contributing

Architecture decisions are documented in docs/architecture.md.

Metadata

Release files for simpleaudit-studio 0.5.11

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for simpleaudit-studio 0.5.11
File Size Uploaded
simpleaudit_studio-0.5.11.tar.gz 1.1 MB Details

Built distribution (wheel)

Table of built distributions (wheels) for simpleaudit-studio 0.5.11
File Interpreter ABI Platform
simpleaudit_studio-0.5.11-py3-none-any.whl Python 3 none any Details

Total release size: 2.2 MB

Release files / simpleaudit_studio-0.5.11.tar.gz

Download URL simpleaudit_studio-0.5.11.tar.gz
Size 1.1 MB
Tags Source
SHA-256 checksum
How to use checksums
9c8528bf728078064fe1bfa73d0818e54354e25d4e8ac8d2bc10b9f29630c221
BLAKE2b-256 checksum
How to use checksums
3499e0bb054e557c4393bbfc7392f54b5e70d828dc1c7f26ec007acd34e4b614
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 8, 2026.

Transparency log

Release files / simpleaudit_studio-0.5.11-py3-none-any.whl

Download URL simpleaudit_studio-0.5.11-py3-none-any.whl
Size 1.1 MB
Tags Python 3
SHA-256 checksum
How to use checksums
76c93baeaa903c61d3725d0d2467e1818bca7b0521e4854f753d130c18c67bf5
BLAKE2b-256 checksum
How to use checksums
d00e842d9f69c740bbcb9101e14277b4dadbc46b9f34e662bc8ef2cd29ebc254
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 8, 2026.

Transparency log

Release history Release notifications | RSS feed

0.5.16

2 release files

0.5.15

2 release files

0.5.14

2 release files

This release

0.5.11 This release

2 release files

0.5.9

2 release files

0.5.8

2 release files

0.5.7

2 release files

0.5.6

2 release files

0.5.2

2 release files

0.5.1

2 release files

0.5.0

2 release files

0.4.2

2 release files

0.4.1

2 release files

0.4.0

2 release files

0.3.1

2 release files

0.3.0

2 release files

0.2.7

2 release files

0.2.6

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page