Mlops Workflow Python Packages

envd

🏕️ Reproducible development environment for humans and agents

mlrun

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

astro-provider-ray

This provider contains operators, decorators and triggers to send a ray job from an airflow task

mlrun-pipelines-kfp-v1-8

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

mlrun-pipelines-kfp-common

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

whispercpp

Pybind11 bindings for Whisper.cpp

aquilia

The Python framework for teams building production APIs. Write controllers and services. Aquilia discovers everything, manages its own architecture, and deploys itself.

nbox

The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸

axiom-all

An open-source platform for building, fine-tuning, evaluating, and deploying AI models.

hidebound

Hidebound is massive, distributed digital asset management system for ML pipelines on Kubernetes

mlrun-pipelines-kfp-v2

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

jayrun

Build, run, and inspect Python computation graphs with reusable resources and a live dashboard

agentic-reliability-framework

ARF is an agentic reliability intelligence platform that separates decision intelligence (OSS) from governed execution (Enterprise), enabling autonomous operations with deterministic safety guarantees.

loopquest

A Production Tool for Embodied AI

bentoctl

Fast model deployment on any cloud 🚀

agent-shield-int

Agent Shield catches prompt injection attacks before they reach your LLM.

dainik

The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸

mlrun-pipelines-kfp-v1-8-experiment

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

sinarax

TUI for sinaraml cli

umlaut

A simpler way to work with MLflow

adamops

ADAMOPS is an end to end MLOPS framework, it supports quick development, quick testing, and quick prototyping of AI Models

mlrun-pipelines-kfp-common-experiment

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

propheto

Main python package for deploying and managing machine learning models in production

whatifd

whatif is an open experiment runner for LLM behavior changes. whatif forks production traces, replays them with a proposed change (cached tool outputs preserve safety), scores the diff, and emits a PR-ready verdict report