想看语音智能体怎么调试？这个演示用 Google ADK + Gemini Live，再用 LangSmith 看清楚工具调用和 token 花费，直观。
LangChain 的 Carol Di Vittorio 在 Google 开发者频道演示了用 Google ADK 和 Gemini Live 构建语音智能体。她展示了在 LangSmith 中追踪语音代理的每一步行为，包括工具调用、中断事件和 token 成本。视频还演示了如何设置 tracing，让开发者清楚看到智能体每次交互的内部流程。
.@carodivittorio joined @googledevs to share how you can ✅ Build voice agents with Google ADK + Gemi...
. @carodivittorio joined @googledevs to share how you can ✅ Build voice agents with Google ADK + Gemini Live ✅ Set up tracing in LangSmith ✅ Get full visibility into your agent ⏯️Watch the demo: youtube.com/watch?v=z6l5ny… Google for Developers @googledevs Build voice agents with visibility into every interaction ✨ Learn how @carodivittorio from @LangChain uses the Google ADK, the Gemini Live model, and LangSmith to trace voice agent behavior, inspect tool calls, review interruption events, analyze token costs, and more. Your browser does not support the video tag. 🔗 View on Twitter 🔗 View Quoted Tweet 💬 0 🔄 1 ❤️ 7 👀 2123 📊 1 ⚡