{"categories":[{"label":"Python Modules","url":"https://skillfed.io/packages/category/software-development-libraries-python-modules/17"},{"label":"Application Frameworks","url":"https://skillfed.io/packages/category/software-development-libraries-application-frameworks/4"}],"enrichment":{"capability":"Build durable Conductor agents, workflows, and workers in Python, with the Conductor server managing retries, state, and observability across distributed execution.","skillfed_tags":["workflow-orchestration","distributed-computing","ai-agents"],"use_cases":["Build AI agents that survive process crashes by storing execution state server-side and resuming from completed work.","Coordinate long-running multi-step workflows (data pipelines, approval chains) without holding application threads open.","Scale Python workers independently while Conductor manages task distribution, retries, and delivery guarantees.","Integrate an existing LangChain or LangGraph agent into a durable orchestration layer without rewriting it.","Implement human-in-the-loop workflows where approval steps pause execution and resume after human decision."],"what_it_does":"Conductor-python is a client SDK for the Conductor workflow orchestration engine, enabling you to define and execute durable agents, workflows, and distributed workers in Python. It abstracts away the complexity of managing retries, state persistence, and observability\u2014Conductor handles those concerns server-side while your Python code runs as stateless tasks or agents. The SDK supports both traditional workflow-and-worker patterns (where you define a DAG and run independent Python workers) and modern AI agent patterns (with LLM reasoning, tools, guardrails, and human approval).\n\nThe package includes clients for workflows, tasks, workers, metadata, scheduling, and metrics, plus optional framework bridges to integrate existing Google ADK, LangChain, LangGraph, OpenAI Agents, or Claude Agent SDK agents into Conductor's durability model. You connect to a Conductor server\u2014either a local instance via CLI or Docker, or the hosted Orkes Developer Edition\u2014and the SDK handles communication, task polling, and result reporting.","worth_installing":"Yes. Active maintenance, low install friction, permissive license, and no known vulnerabilities. Install if you need durable workflow orchestration, distributed task execution, or want to add durability to an existing AI agent framework. Requires a Conductor server (free Developer Edition available) and Python 3.10+."},"id":"conductor-python","links":{"html":"https://skillfed.io/packages/conductor-python","md":"https://skillfed.io/packages/conductor-python.md","pypi":"https://pypi.org/project/conductor-python/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-03","license_spdx":null,"license_treatment":"permissive","name":"conductor-python","python_support":"supports_current","summary":"Python SDK for working with https://github.com/conductor-oss/conductor"},"popularity":{"monthly_downloads":154875,"position":10842,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"2.0.0"}