knowlytix
Status: stable. The
knowlytixfamily is live on PyPI at 1.0 — a stable release with a settled API. We'd love your feedback: email hello@knowlytix.ai or follow release notes on our blog.
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
Requires Python ≥ 3.12. On an older interpreter pip reports "No
matching distribution found for knowlytix" — that's the version gate,
not a missing release. Check with python --version before installing.
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 |
All five packages are live on PyPI at 1.0 — install the meta-package and you'll have the full family in one environment. Pin a version if you need a reproducible build. Questions or feedback: hello@knowlytix.ai.
Optional extras:
pip install "knowlytix[compiler]" # query compiler stack (needs a GPU to train)
pip install "knowlytix[viz]" # plotly, for knowlytix.knowledge.viz
Uninstall
pip uninstall knowlytix only removes the meta-package itself — pip
does not cascade to dependencies, so the five sibling packages stay
installed. To remove the whole family, list them explicitly:
pip uninstall -y knowlytix knowlytix-core knowlytix-harness \
knowlytix-knowledge knowlytix-benchmark knowlytix-kal
Get in touch
- Website: https://knowlytix.ai
- Email: hello@knowlytix.ai
- Blog / release notes: https://knowlytix.ai/blog
License
Apache-2.0. See LICENSE.
2 maintainers
Metadata
2 maintainers
Release files for knowlytix 2.1.0
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
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| knowlytix-2.1.0.tar.gz | 7.4 kB | With provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| knowlytix-2.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 14.4 kB
Release files / knowlytix-2.1.0.tar.gz
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| Tags | Python 3 |
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Signed by GitHub Actions, verified by PyPI on Oct 21, 2026.
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