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RouteKitAI

A minimal, production-ready framework for building and orchestrating AI agents.

RouteKitAI provides graph-based orchestration, built-in tracing, and deterministic replay so you can build, observe, and test agents with confidence.

Features

  • Graph-native orchestration — Workflows as explicit graphs with clear control flow
  • Automatic tracing — Every run produces an immutable trace log
  • Deterministic replay — Reproduce any run for testing and debugging
  • Policy system — ReAct, Supervisor, Graph, and custom policies
  • CLI tools — Run, trace, replay, and analyze from the command line

Quick start

pip install RouteKitAI

import asyncio
from routekitai import Agent
from routekitai.providers.local import FakeModel
from routekitai.core.tools import EchoTool

model = FakeModel(name="test")
model.add_response("Hello from RouteKitAI!")
agent = Agent(name="my_agent", model=model, tools=[EchoTool()])

async def main():
    result = await agent.run("Hello!")
    print(result.output.content)

asyncio.run(main())

Documentation