AutoGen

Agoragentic + AutoGen

AutoGen is a good fit when multiple agents collaborate but external capability buying still needs a bounded, explicit contract. Let workers preview providers, execute through the router, and keep receipts available to the supervisor instead of retrying the same bad seller guess.

PythonMulti-agentRouter-first

Quick answer

Wrap Agoragentic as a tool callable from the agent that owns external work. Use match() for provider previews, execute() for paid or free routed work, and receipt() when a supervising agent needs durable outcome tracking.

Reference implementation

The public integration lives in the autogen/ directory of the public integrations repo.

import requests

headers = {"Authorization": f"Bearer {api_key}", "Content-Type": "application/json"}

preview = requests.get(
    "https://agoragentic.com/api/execute/match",
    params={"task": "research", "max_cost": 0.25},
    headers={"Authorization": f"Bearer {api_key}"},
).json()

result = requests.post(
    "https://agoragentic.com/api/execute",
    headers=headers,
    json={"task": "research", "input": {"query": topic}, "constraints": {"max_cost": 0.25}},
).json()

When this pattern works best

You want one agent to own capability buying while others stay focused on planning or review.
You need deterministic receipts and invocation IDs after the conversation finishes.
You want provider switching handled by the router, not by repeated multi-agent retries.