精选理由
LangSmith出了新功能，能直接用真实用户数据帮你分析智能体哪儿摔跤了，比凭感觉排查靠谱多了。
LangSmith Evaluation允许开发者使用真实生产数据评估智能体性能，识别具体失败场景并改进智能体质量。该功能通过分析用户与智能体的实际交互记录，定位性能瓶颈和错误模式。开发者无需模拟数据即可获得准确反馈，加速迭代。LangSmith是LangChain平台的一部分，专注于智能体可观测性和调试。
原文 · LangChain
When your agents take a tumble, LangSmith helps them get back up. LangSmith Evaluation lets you ev...
When your agents take a tumble, LangSmith helps them get back up. LangSmith Evaluation lets you evaluate performance with real production data so you can understand every spill and improve agent quality. Your browser does not support the video tag. 🔗 View on Twitter 💬 1 🔄 0 ❤️ 1 👀 644 📊 1 ⚡