Metadata-Version: 2.4
Name: knowlytix
Version: 0.0.1
Summary: Meta-package for the Knowlytix family — installs knowlytix-core, knowlytix-harness, knowlytix-knowledge, knowlytix-benchmark, and knowlytix-kal in one command.
Project-URL: Homepage, https://knowlytix.ai
Project-URL: Documentation, https://knowlytix.ai
Author: Knowlytix
License-Expression: Apache-2.0
License-File: LICENSE
Keywords: agentic-ai,compliance,governance,knowlytix,meta-package
Classifier: Development Status :: 1 - Planning
Classifier: Intended Audience :: Developers
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.12
Classifier: Topic :: Software Development :: Libraries
Requires-Python: >=3.12
Requires-Dist: knowlytix-benchmark
Requires-Dist: knowlytix-core
Requires-Dist: knowlytix-harness
Requires-Dist: knowlytix-kal
Requires-Dist: knowlytix-knowledge
Description-Content-Type: text/markdown

# 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:

```bash
pip install knowlytix
```

That's equivalent to installing each of these directly:

| Package | Purpose |
|---------|---------|
| [`knowlytix-core`](https://pypi.org/project/knowlytix-core/) | Geometric memory core (geometry + LLM-layer foundations) |
| [`knowlytix-harness`](https://pypi.org/project/knowlytix-harness/) | Policy-governance harness |
| [`knowlytix-knowledge`](https://pypi.org/project/knowlytix-knowledge/) | Geometric expert system with LLM-augmented learning |
| [`knowlytix-benchmark`](https://pypi.org/project/knowlytix-benchmark/) | Benchmarks and reference results |
| [`knowlytix-kal`](https://pypi.org/project/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](LICENSE).
