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LangSmith 推出 AI Search：用自然语言搜索 Agent 追踪记录
精选理由
LangChain 给 LangSmith 加了 AI Search，直接用一句中文/英文描述就能搜出 Agent 失败的那条 trace，排查对话不用再人肉翻记录了。
LangChain 在 Interrupt 大会上为 LangSmith 推出 AI Search 功能。以前要判断用户是否感到挫败、Agent 在哪一步任务失败、用户想取消订阅，需要写评估器或人工翻阅大量对话记录。现在用自然语言描述问题，LangSmith 会直接返回发生该情况的具体 trace。
原文 · LangChain
🔎 Announced at Interrupt: AI Search in LangSmith You used to need an evaluator or read hours of conversations to find traces that answer questions such as: 💬 Does the user seemed frustrated?" 💬 Where did the agent fail to complete the task? 💬 Where is the user trying to cancel their subscription? Now, just describe it. LangSmith returns the traces where it happen langchain.com/blog/agent-tra… uCT9 Your browser does not support the video tag. 🔗 View on Twitter 💬 2 🔄 1 ❤️ 13 👀 2597 📊 5 ⚡