Meta-package for the Knowlytix family — installs knowlytix-core, knowlytix-harness, knowlytix-knowledge, knowlytix-benchmark, and knowlytix-kal in one command.
Project description
knowlytix
Status: pre-release name reservation. This package and the entire
knowlytix-*family on PyPI are placeholder stubs published to reserve the names. No functional code is shipped yet. General availability is targeted for early July 2026.To get notified when packages ship, subscribe to our mailing list at https://knowlytix.ai (signup is in the footer of every page). For early-access conversations or anything else, email hello@knowlytix.ai.
What Knowlytix is
Knowlytix is a policy-governed harness for agentic AI in regulated industries. It sits between LLM generation and response delivery, turning probabilistic model outputs into decisions you can defend to a regulator: each claim is extracted, checked against your domain's rules, and recorded with a complete evidence trail.
Built for high-stakes domains — financial services regulatory review, clinical decision support, contract analysis, enterprise knowledge management — where "the model usually gets it right" isn't an answer.
More on the approach, benchmarks, and research: https://knowlytix.ai/platform.
Install
knowlytix is a meta-package — installing it pulls the whole family in
one command:
pip install knowlytix
That's equivalent to installing each of these directly:
| Package | Purpose |
|---|---|
knowlytix-core |
Geometric memory core (geometry + LLM-layer foundations) |
knowlytix-harness |
Policy-governance harness |
knowlytix-knowledge |
Geometric expert system with LLM-augmented learning |
knowlytix-benchmark |
Benchmarks and reference results |
knowlytix-kal |
Knowledge Adapter Layer for GMS |
During the pre-release window, all five packages are reservation stubs with no functional code. Check back around early July 2026 for the real release, or get in touch and we'll let you know when it ships.
Get in touch
- Website: https://knowlytix.ai
- Email: hello@knowlytix.ai
- Blog / release notes: https://knowlytix.ai/blog
License
Apache-2.0. See LICENSE.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file knowlytix-0.0.1.tar.gz.
File metadata
- Download URL: knowlytix-0.0.1.tar.gz
- Upload date:
- Size: 6.8 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
e4451ad2613c0842dc06553df37ff32fb929b2e271bd973a193adbe3f3b0e45f
|
|
| MD5 |
9f54c50fccd802c2a97479442be1319c
|
|
| BLAKE2b-256 |
9743f8decb32e8d46f1bbcd711cfc360b2b86d7be056b51dc6b3d09cdabc4b4d
|
Provenance
The following attestation bundles were made for knowlytix-0.0.1.tar.gz:
Publisher:
publish-pypi.yml on knowlytix/knowlytix
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
knowlytix-0.0.1.tar.gz -
Subject digest:
e4451ad2613c0842dc06553df37ff32fb929b2e271bd973a193adbe3f3b0e45f - Sigstore transparency entry: 1568921474
- Sigstore integration time:
-
Permalink:
knowlytix/knowlytix@cdf236d6139c668ba6aeaecaa82d412adf8bc115 -
Branch / Tag:
refs/heads/main - Owner: https://github.com/knowlytix
-
Access:
private
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
publish-pypi.yml@cdf236d6139c668ba6aeaecaa82d412adf8bc115 -
Trigger Event:
workflow_dispatch
-
Statement type:
File details
Details for the file knowlytix-0.0.1-py3-none-any.whl.
File metadata
- Download URL: knowlytix-0.0.1-py3-none-any.whl
- Upload date:
- Size: 6.7 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
a258b2c998db30e9a5a33a70423a9bf8e3511265573b0f94a2dde614cda688c2
|
|
| MD5 |
1a49a9fdad34cfbe49e9e07040ff860a
|
|
| BLAKE2b-256 |
93f535fcd4cd7ae7f90804358be3bdce4331f5c796e798c24e3a168471446797
|
Provenance
The following attestation bundles were made for knowlytix-0.0.1-py3-none-any.whl:
Publisher:
publish-pypi.yml on knowlytix/knowlytix
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
knowlytix-0.0.1-py3-none-any.whl -
Subject digest:
a258b2c998db30e9a5a33a70423a9bf8e3511265573b0f94a2dde614cda688c2 - Sigstore transparency entry: 1568921493
- Sigstore integration time:
-
Permalink:
knowlytix/knowlytix@cdf236d6139c668ba6aeaecaa82d412adf8bc115 -
Branch / Tag:
refs/heads/main - Owner: https://github.com/knowlytix
-
Access:
private
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
publish-pypi.yml@cdf236d6139c668ba6aeaecaa82d412adf8bc115 -
Trigger Event:
workflow_dispatch
-
Statement type:
