LangChain实现99.5% AI成本可追溯

精选理由

LangChain用LangSmith实现了99.5%的AI成本追踪，帮你找出具体哪个操作消耗了资源。

AI 摘要

LangChain使用LangSmith工具实现了99.5%的AI成本可追溯。该系统可以追踪具体的工作流、工具调用、提示路径或重试模式。成本可见性在LangSmith部署后得到了显著改善。Head of AI @jeffbarg分享了这一经验。

原文 · Harrison Chase

cost reconciliation at the trace level For AI apps, "how much did we spend?" is less useful than "w...

cost reconciliation at the trace level For AI apps, "how much did we spend?" is less useful than "which workflow, tool call, prompt path, or retry pattern drove that spend?" LangChain @LangChain Clay uses LangSmith to reconcile 99.5% of its AI spend. Head of AI @jeffbarg on why cost observability finally clicked once LangSmith was in place. Your browser does not support the video tag. 🔗 View on Twitter 🔗 View Quoted Tweet 💬 7 🔄 2 ❤️ 14 👀 2080 📊 7 ⚡

LangChain08-31 15:02原文

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