pip install openai-agents

from agents import Agent, Runner

agent = Agent(
    name="Assistant",
    instructions="You only respond in haikus.",
)

result = await Runner.run(agent, "Tell me about recursion in programming.")
print(result.final_output)
# Function calls itself,
# Looping in smaller pieces,
# Endless by design.

from agents import Agent, Runner

spanish_agent = Agent(
    name="spanish_agent",
    instructions="You translate the user's message to Spanish",
    handoff_description="An english to spanish translator",
)

french_agent = Agent(
    name="french_agent",
    instructions="You translate the user's message to French",
    handoff_description="An english to french translator",
)

orchestrator = Agent(
    name="orchestrator",
    instructions="You are a translation agent. You use the tools given to you to translate.",
    tools=[
        spanish_agent.as_tool(tool_name="translate_to_spanish", tool_description="..."),
        french_agent.as_tool(tool_name="translate_to_french", tool_description="..."),
    ],
)

from pydantic import BaseModel
from agents import Agent, GuardrailFunctionOutput, input_guardrail

class MathHomeworkOutput(BaseModel):
    reasoning: str
    is_math_homework: bool

guardrail_agent = Agent(
    name="Guardrail check",
    instructions="Check if the user is asking you to do their math homework.",
    output_type=MathHomeworkOutput,
)

@input_guardrail
async def math_guardrail(context, agent, input):
    result = await Runner.run(guardrail_agent, input, context=context.context)
    final = result.final_output_as(MathHomeworkOutput)
    return GuardrailFunctionOutput(
        output_info=final,
        tripwire_triggered=final.is_math_homework,
    )

from agents import Runner
from agents.run import RunConfig
from agents.sandbox import Manifest, SandboxAgent, SandboxRunConfig
from agents.sandbox.entries import GitRepo
from agents.sandbox.sandboxes import UnixLocalSandboxClient

agent = SandboxAgent(
    name="Workspace Assistant",
    instructions="Inspect the sandbox workspace before answering.",
    default_manifest=Manifest(
        entries={
            "repo": GitRepo(repo="openai/openai-agents-python", ref="main"),
        }
    ),
)

result = Runner.run_sync(
    agent,
    "Inspect the repo README and summarize what this project does.",
    run_config=RunConfig(sandbox=SandboxRunConfig(client=UnixLocalSandboxClient())),
)
print(result.final_output)

# 安装
pip install openai-agents

# 设置 API Key（支持任何 OpenAI 兼容的 Key）
export OPENAI_API_KEY=sk-...

import asyncio
from agents import Agent, Runner

async def main():
    agent = Agent(name="Assistant", instructions="You only respond in haikus.")
    result = await Runner.run(agent, "Tell me about recursion in programming.")
    print(result.final_output)

asyncio.run(main())