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Consider using release 2.0.1 instead.
Reason given by maintainers: Superseded by 2.0.1

knowlytix

Status: stable. The knowlytix family 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.

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

License

Apache-2.0. See LICENSE.

Metadata

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