Skip to main content

mezhar

Genie agents as code, for Databricks. Each agent (a Genie space over metric views) is a folder of files in a git repository: the view, the instructions, the test questions with known correct answers, and who may use it. Every pull request deploys the agent to dev and grades it against those questions; every environment is graded again each night; the questions real users ask are collected for an analyst to decide. Changes reach prod through an approved merge.

A project pins one line, mezhar==<version>. Its pipeline runs mezhar deploy -t <target>: check the files, deploy the bundle, set up the engine's tables and the Genie spaces, import the test sets, grade. A weekly pipeline opens the upgrade PR, already graded on dev, with the release notes as its description.

uv pip install mezhar
mezhar help

A project starts from the mezhar Databricks bundle template. Its manual ships inside the project as a skill (.agents/skills/mezhar/SKILL.md, with mezhar-review for analysts) and is rewritten by mezhar upgrade for every engine version.

Licence: PolyForm Internal Use 1.0.0 — use it for your own company's internal business, no distribution. Source is not public.

Metadata

Release files for mezhar 0.11.4

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Built distribution (wheel)

Table of built distributions (wheels) for mezhar 0.11.4
File Interpreter ABI Platform
mezhar-0.11.4-py3-none-any.whl Python 3 none any Details

Release files / mezhar-0.11.4-py3-none-any.whl

Download URL mezhar-0.11.4-py3-none-any.whl
Size 196.6 kB
Tags Python 3
SHA-256 checksum
How to use checksums
5beff267bb20244fb02aab64723a7cc2edd3c6e359e23cfbb89084031c42d960
BLAKE2b-256 checksum
How to use checksums
029f785916cf19a13a857a049f1df1d47f406eb2c217db1b288bd248eded6bb6
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 8, 2026.

Transparency log

Release history Release notifications | RSS feed

0.15.0

1 release file

0.14.0

1 release file

0.13.0

1 release file

0.12.0

1 release file

This release

0.11.4 This release

1 release file

0.11.3

1 release file

0.11.2

1 release file

0.10.1

1 release file

0.10.0

1 release file

0.9.22

1 release file

0.9.21

1 release file

0.9.20

1 release file

0.9.19

1 release file

0.9.18

1 release file

0.9.17

1 release file

0.9.16

1 release file

0.9.15

1 release file

0.9.14

1 release file

0.9.13

1 release file

0.9.12

1 release file

0.9.11

1 release file

0.9.9

1 release file

0.9.8

1 release file

0.9.7

1 release file

0.9.6

1 release file

0.9.5

1 release file

0.9.4

1 release file

0.9.3

1 release file

0.9.2

1 release file

0.9.1

1 release file

0.9.0

1 release file

0.8.4

1 release file

0.8.3

1 release file

0.8.2

1 release file

0.8.1

1 release file

0.8.0

1 release file

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page