Skip to main content

DecisionUI

A decision interface server, compatible with SystemOne API and OpenAI's Decisions API.

Usage

Install DecisionUI

pip install decision-ui

Deploy the model using any inference engine, e.g., vLLM.

vllm serve google/gemma-4-31B-it --host localhost --port 8000

Start a DecisionUI server

decision-ui serve --base_url http://localhost:8000 --host localhost --port 9000

Use it via TypeSafeClient

from typesafe_sdk import Choice, TypeSafeClient

with TypeSafeClient(base_url="http://localhost:9000", api_key="EMPTY") as client:
    decision = client.system_one(
        model="google/gemma-4-31B-it",
        state={"document": "I was charged twice. Please fix this ASAP."},
        questions={
            "category": Choice(
                instructions="What is this ticket about?",
                criteria={"billing": None, "technical": None, "other": None},
            ),
        },
    )
print(decision.choices["category"].probabilities)

Metadata

Release files for decision-ui 0.1.0

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

Source distribution (sdist)

Source distribution for decision-ui 0.1.0
File Size Uploaded Provenance Actions
decision_ui-0.1.0.tar.gz 7.8 kB With provenance Details for decision_ui-0.1.0.tar.gz

Built distribution (wheel)

Table of built distributions (wheels) for decision-ui 0.1.0
File Interpreter ABI Platform Actions
decision_ui-0.1.0-py3-none-any.whl Python 3 none any Details for decision_ui-0.1.0-py3-none-any.whl

Total release size: 22.4 kB

Release files / decision_ui-0.1.0.tar.gz

Download URL decision_ui-0.1.0.tar.gz
Size 7.8 kB
Tags Source
SHA-256 checksum
How to use checksums
efa676679682eaa73ec4b66a326250769129b176e1ef925abb4821b32fae3359
BLAKE2b-256 checksum
How to use checksums
355884074cbca0a5e6021434f134270b177c63b9bb30277174d8cdab08063bcf
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 13, 2026.

Transparency log

Release files / decision_ui-0.1.0-py3-none-any.whl

Download URL decision_ui-0.1.0-py3-none-any.whl
Size 14.6 kB
Tags Python 3
SHA-256 checksum
How to use checksums
b1704dfe82e255b067a7a1b2713b64992e43b98f16bf125df91105175f4d7c25
BLAKE2b-256 checksum
How to use checksums
c931b9539ea559e0a4c1adbf30b7489a901bb749703e460f86aaa036bf13d904
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 13, 2026.

Transparency log

Security for decision-ui 0.1.0

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.

Select from 2 files

Attestation for decision_ui-0.1.0.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 13, 2026.

Transparency log

A 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.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Release history Release notifications | RSS feed

This release

0.1.0 This release

2 release files Full provenance

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