Microsoft AutoGen Integration

Integrate Gateway with AutoGen

Microsoft AutoGen is an open-source programming framework for building AI agents and facilitating cooperation among multiple agents to solve tasks.

You can easily modify the AutoGen setup to use the Invariant Gateway.

Getting the Invariant API Key

First, you need to obtain your Invariant API key. This key is essential for authenticating your requests to the Invariant Gateway.

Visit the Explorer Documentation to learn how to obtain your own API key.

Code

You can now use the Invariant Gateway with your AutoGen client as follows:

import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

import os
from httpx import AsyncClient

async def main() -> None:
    client = OpenAIChatCompletionClient(
        model="gpt-4o",
        http_client=AsyncClient(headers={"Invariant-Authorization": "Bearer " + os.getenv("INVARIANT_API_KEY", "")}),
        base_url="https://explorer.invariantlabs.ai/api/v1/gateway/weather-swarm-agent/openai",
    )
    agent = AssistantAgent("assistant", client)
    print(await agent.run(task="Say 'Hello World!'"))


asyncio.run(main())
# Output: "Hello World!"

This will automatically trace your agent interactions in Invariant Explorer.

Explore Other Integrations

OpenAI Swarm Integration → Enhance and debug your OpenAI Swarm agents effortlessly using the Gateway. OpenHands Integration → Streamline the development and debugging of OpenHands applications with the Gateway. SWE-agent Integration → Streamline the development and debugging of SWE-agent applications with the Gateway. Browser Use Integration → Optimize and troubleshoot your Browser Use applications with Invariant Gateway.