精选理由
LangSmith 性能快了 12 倍，部署更简单
LangChain 发布 LangSmith 的新架构 SmithDB，由对象存储、Postgres 元存储和无状态三组件构成。核心体验性能最高提升 12 倍。新架构使自部署和多云环境配置更简便，解决代理开发中的可观测性瓶颈。
原文 · LangChain
At a high level, it consists of 3 components: 1️⃣ Object storage for durable trace data 2️⃣ A small ...
At a high level, it consists of 3 components: 1️⃣ Object storage for durable trace data 2️⃣ A small Postgres metastore for segment metadata 3️⃣ Stateless ingestion, query, + compaction services Performance Slow observability tools are a bottleneck in the agent development loop. Core LangSmith experiences are now up to 12x faster. Portability SmithDB is backed by object storage, making it easier to deploy in self-hosted + multi-cloud environments. 💬 2 🔄 0 ❤️ 5 👀 1951 📊 2 ⚡