Mlops Workflow Python Packages

astro-provider-ray

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

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.

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.

envd

🏕️ Reproducible development environment for humans and agents

whispercpp

Pybind11 bindings for Whisper.cpp

cursus

Cursus is an intelligent pipeline generation system that automatically creates complete SageMaker pipelines from user-provided pipeline graphs. Simply define your ML workflow as a graph structure, and Cursus handles all the complex SageMaker implementation details, dependency resolution, and configuration management automatically.

nbox

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

aquilia

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

skyulf-core

Build and ship production ML pipelines faster: a pipeline library with an optional self-hosted visual layer for modular, reproducible workflows, local testing, and experiment tracking.

agent-shield-int

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

mlrun-pipelines-kfp-v2

MLRun Pipelines adapter package for providing KFP 2.* compatibility

hidebound

A MLOps framework for generating ML assets and metadata.

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.

whatifd

Open experiment runner for LLM behavior changes. Fork production traces, replay with a proposed change, score the diff, emit a PR-ready verdict report.

whatifd-inspect-ai

Inspect AI `Scorer` adapter for whatifd.

whatifd-langfuse

Langfuse `TraceSource` adapter for whatifd.

whatifd-phoenix

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

whatifd-datadog

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

loopquest

A Production Tool for Embodied AI.

bentoctl

Fast model deployment on any cloud 🚀

dainik

Client library for working with NimbleBox LMAO

mlrun-pipelines-kfp-v1-8-experiment

MLRun Pipelines package for providing KFP 1.8 compatibility

adamops

A comprehensive MLOps library for end-to-end machine learning workflows