Orchestration Framework Python Packages

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

zag-agent

Agents change weekly. Your workflows shouldn't. One CLI for Claude, Codex, Gemini, Copilot, and Ollama.

bacalhau-sdk

Compute over Data framework for public, transparent, and optionally verifiable computation using IPFS & Filecoin.

bacalhau-apiclient

Community-driven, simple, yet powerful framework for fast, cost-effective distributed Compute over Data.

versionhq

Autonomous agent networks for task automation that requires multi-step reasoning

hyrex

Hyrex is the task framework that makes durable tasks simple. Just wrap your functions and schedule them. The only requirement is Postgres!

bacalhau-airflow

An Apache Airflow provider for Bacalhau.

django-zato-plugin

ESB, SOA, REST, APIs and Cloud Integrations in Python

zato-testing

Testing framework for Zato services

smartloop

AI orchestration on your device

nectl

An end-to-end Python-based Infrastructure as Code framework for network automation and orchestration.

swarmauri-xmp-gif

GIF handler for embedding and extracting XMP packets in Swarmauri runtimes.

claude-multiagent-pm

Claude Multi-Agent Project Management Framework for AI-driven orchestration

highway

Python SDK for Highway Workflow Engine

agentkube-mini

Oh, this is for learning orchestration and for gluing together specialist agents, not for building LLMs-with-tools from scratch

johann

Johann, the lightweight and flexible scenario orchestrator

swarmauri-signing-pdf

PDF signer built atop the Swarmauri CMS implementation

orchestry

Orchestrating, scaling and load balancing for containerized applications

cxapit

Community-driven, simple, yet powerful framework for fast, cost-effective distributed Compute over Data.