openclaw - 💡(How to fix) Fix [Feature]: MiGPT 渠道支持单独指定模型 [1 participants]

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openclaw/openclaw#56160Fetched 2026-04-08 01:44:18
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目前 OpenClaw 中 MiGPT(小爱音箱)渠道无法单独指定模型,只能继承全局primary模型(如minimax/m2.5),无法为 MiGPT 单独绑定豆包等其他模型。希望改进。

价值

  • 提升多渠道模型使用灵活性
  • 适配国内用户(小爱音箱 + 豆包)的主流组合,既能加强小爱同学的流量入口低位,又能与时俱进;
  • 降低成本:主力用付费模型,音箱用免费 / 低价模型

Root Cause

目前 OpenClaw 中 MiGPT(小爱音箱)渠道无法单独指定模型,只能继承全局primary模型(如minimax/m2.5),无法为 MiGPT 单独绑定豆包等其他模型。希望改进。

价值

  • 提升多渠道模型使用灵活性
  • 适配国内用户(小爱音箱 + 豆包)的主流组合,既能加强小爱同学的流量入口低位,又能与时俱进;
  • 降低成本:主力用付费模型,音箱用免费 / 低价模型

Code Example

"channels": {
  "migpt": {
    "enabled": true,
    "model": "doubao/lite-2.0", // 新增:MiGPT 单独模型
    "deviceId": "xxx"
  }
}
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Summary

目前 OpenClaw 中 MiGPT(小爱音箱)渠道无法单独指定模型,只能继承全局primary模型(如minimax/m2.5),无法为 MiGPT 单独绑定豆包等其他模型。希望改进。

价值

  • 提升多渠道模型使用灵活性
  • 适配国内用户(小爱音箱 + 豆包)的主流组合,既能加强小爱同学的流量入口低位,又能与时俱进;
  • 降低成本:主力用付费模型,音箱用免费 / 低价模型

Problem to solve

  • 主力渠道(Telegram、Web)用 minimax/m2.5 做复杂推理
  • MiGPT(小爱音箱)希望单独用豆包做语音播报、轻量化交互
  • 实现渠道级模型隔离,不同渠道用不同模型,互不影响

Proposed solution

在channels.migpt配置中增加model字段,支持单独指定模型,例如:

"channels": {
  "migpt": {
    "enabled": true,
    "model": "doubao/lite-2.0", // 新增:MiGPT 单独模型
    "deviceId": "xxx"
  }
}

Alternatives considered

No response

Impact

目前 OpenClaw 中 MiGPT(小爱音箱)渠道无法单独指定模型,只能继承全局primary模型(如minimax/m2.5),无法为 MiGPT 单独绑定豆包等其他模型。

Evidence/examples

No response

Additional information

No response

extent analysis

Fix Plan

To implement channel-level model isolation, follow these steps:

  • Update the channels.migpt configuration to include a model field.
  • Modify the model loading logic to use the channel-specific model when available.

Example Code

// channels.migpt configuration
"channels": {
  "migpt": {
    "enabled": true,
    "model": "doubao/lite-2.0", // specify the model for MiGPT
    "deviceId": "xxx"
  }
}
# model loading logic
def load_model(channel):
    if channel == 'migpt' and 'model' in channel_config:
        return load_specific_model(channel_config['model'])
    else:
        return load_default_model()

Verification

Verify that the fix worked by:

  • Checking the model used by each channel.
  • Testing the functionality of each channel with its assigned model.

Extra Tips

  • Ensure that the model field is properly validated and handled in the configuration parsing logic.
  • Consider adding support for multiple models per channel, if needed.

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