Runnable Python examples for durable Conductor agents. Start a server, configure the provider integration on that server, then use the canonical environment names:
export CONDUCTOR_SERVER_URL=http://localhost:8080/api
export CONDUCTOR_AGENT_LLM_MODEL=openai/gpt-4o-mini| Example | Demonstrates |
|---|---|
01_basic_agent.py |
A minimal agent and runtime.run(). |
02a_simple_tools.py |
Python worker tools. |
05_handoffs.py |
Agent handoffs. |
09_human_in_the_loop.py |
Approval and resume. |
57_plan_dry_run.py |
Compile without running. |
63b_serve.py |
Deploy and serve workers. |
Run an example from this directory: python 01_basic_agent.py. For production,
deploy with AgentRuntime.deploy() and run workers with AgentRuntime.serve();
the Conductor CLI manages the server with conductor server start.
Framework-specific examples are in ADK, LangGraph, and OpenAI Agents SDK. Review tool side effects before using real credentials.