Metadata-Version: 2.4
Name: mezhar
Version: 0.9.5
Summary: Human-in-the-loop evaluation engine for Databricks Genie agents: harvest, sync, grade, review.
License: # PolyForm Internal Use License 1.0.0
        
        <https://polyformproject.org/licenses/internal-use/1.0.0>
        
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Project-URL: Homepage, https://backstagecph.dk
Classifier: License :: Other/Proprietary License
Classifier: Programming Language :: Python :: 3
Classifier: Intended Audience :: Developers
Classifier: Topic :: Database
Classifier: Operating System :: OS Independent
Requires-Python: >=3.10
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: databricks-sdk>=0.40.0
Requires-Dist: pyyaml>=6
Requires-Dist: openpyxl>=3.1
Requires-Dist: databricks-bundles>=0.20
Provides-Extra: dev
Requires-Dist: pytest; extra == "dev"
Requires-Dist: fastapi; extra == "dev"
Requires-Dist: jinja2; extra == "dev"
Requires-Dist: httpx; extra == "dev"
Requires-Dist: python-multipart; extra == "dev"
Requires-Dist: build; extra == "dev"
Dynamic: license-file

# mezhar

Human-in-the-loop evaluation engine for Databricks Genie agents. Every active question is graded nightly against a known
correct answer; what real users ask is harvested; an analyst decides, in a Review App, what becomes a test and what a fix.

A project pins one line, `mezhar==<version>`, and its pipeline runs `mezhar ci -t <target>`: validate, deploy the bundle, set
up the engine schema and Genie spaces, import test sets, grade. A weekly pipeline opens the upgrade PR with the release notes.

```
uv pip install mezhar
mezhar --help
```

Projects are generated from the `mezhar` template by a Backstage ApS consultant; the manual ships inside the project as a
skill (`.agents/skills/mezhar/SKILL.md`) and is rewritten by `mezhar upgrade --files` for every engine version.

Licence: [PolyForm Internal Use 1.0.0](https://polyformproject.org/licenses/internal-use/1.0.0) — use it for your own company's internal
business, no distribution. Source is not public.
