基于 AutoGLM 的智能外卖比价 Agent
Project description
OrderWise-Agent
Make Every Penny Count.
基于 AutoGLM 的智能外卖比价 Agent,专注于多平台并行比价和结构化价格提取。
核心功能
- ✅ 并行执行:多设备/多app同时执行,执行时间取最大值而非累加
- ✅ 价格提取:结构化提取商品单价、配送费、打包费、总价
- ✅ MCP 模式:跨平台工具集成、标准化工具调用接口
- ✅ 设备管理:云手机健康监控、自动重连
- ✅ 主动接管:用户可以在任意时间中断搜索,Agent 会自动恢复执行
性能提升
相比 Baseline (AutoGLM),性能提升:
- 平均执行时间:提升 56.90%
- 任务成功率:提升 25.00%
- 价格提取准确率:提升 25.00%
快速开始
1. 安装
pip install orderwise-agent
2. 连接云手机
# 安装 ADB(如果还没有)
brew install android-platform-tools # macOS
# 或访问 https://developer.android.com/tools/releases/platform-tools
# 连接 Android 云手机
adb connect your-cloud-phone-ip:port
adb devices # 验证连接
3. 配置模型服务
方式一:使用智谱官方 API(推荐)
export PHONE_AGENT_BASE_URL="https://open.bigmodel.cn/api/paas/v4"
export PHONE_AGENT_MODEL="autoglm-phone"
export PHONE_AGENT_API_KEY="your-api-key" # 在 [智谱平台](https://docs.bigmodel.cn/cn/api/introduction) 申请
方式二:使用自部署模型服务
export ORDERWISE_MODEL_URL="http://your-model-server:port/v1" # 模型服务地址
export ORDERWISE_MODEL_NAME="autoglm-phone-9b" # 模型名称
4. 运行
orderwise-agent mcp "茉莉花香拿铁" --seller "瑞幸" --apps 美团=云手机1-ip 京东外卖=云手机2-ip 淘宝闪购=云手机3-ip
支持的应用
- 美团 (Android App)
- 京东外卖 (Android App)
- 淘宝闪购 (H5 网页)
更多信息
许可证
Apache-2.0
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