Event ·Multi-source

LangSmith 原生集成四大语音框架追踪，让语音 agent 不再黑盒

LangChain 发布 LangSmith 对四个语音框架的原生追踪集成：pipecat_ai、livekit、OpenAI Realtime 和 Gemini Live（Google ADK）。该功能让开发者在生产环境中实时监控语音 agent 的调用、延迟和错误，避免盲飞。每个集成支持完整的 trace 视图，包括输入输出、工具调用和性能指标。目前已在 LangSmith 中可用，用户可直接在 dashboard 中查看。

Current read

搞语音 agent 的兄弟别瞎猜了，LangSmith 直接帮你盯住 pipecat、livekit、OpenAI 和 Gemini 的调用，生产排障省大事。

11 sources69° AI heatLast updated 2026/7/21 17:30:41

Evidence

11 sources

Primary sourceHarrison Chase

2026/7/21 17:30:41View source

Related source 1LangChain

2026/7/21 16:45:09View source

Related source 2Decoder

2026/7/20 18:08:33View source

Related source 3elvis

2026/7/20 22:09:00View source

Related source 4arXiv: OpenAI

2026/7/22 09:51:56View source

Related source 5IT之家

2026/7/22 23:25:14View source

Related source 6小互

2026/7/23 12:45:02View source

Related source 7Greg Brockman

2026/7/19 19:18:34View source

Related source 8Sam Altman

2026/7/20 17:34:35View source

Related source 9@OpenAIDevs

2026/7/20 23:30:18View source

Related source 10AI Will

2026/7/21 10:02:24View source

Conflict check

Dedup data only shows that these sources discuss the same event, not that they agree. There is no structured supporting or refuting evidence yet, so no conflict is inferred automatically.

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