{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# MADF: HelloAgents 多智能体圆桌讨论\n",
    "\n",
    "本 Notebook 是 Hello-Agents 共创项目的最小演示入口。主持人与嘉宾直接继承 `SimpleAgent`，角色研究使用 `ReActAgent` 和 StepSearch Tool。运行前请按 `.env.example` 配置 StepFun API Key。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from demo_helloagents import run_demo\n",
    "\n",
    "transcript = run_demo(\"人工智能应该如何参与公共决策？\")\n",
    "transcript"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 验证要点\n",
    "\n",
    "输出应包含主持人开场、嘉宾思考与发言、阶段总结和闭幕。完整 Web 应用请按 README 使用 Docker Compose 启动。"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "name": "python",
   "version": "3.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}