LLM Gateway

Assembly AI shipped major advancements in May: LLM Gateway now supports reasoning via a single parameter (low/medium/high) and abstracts provider differences; streaming speaker diarization accuracy jumped with 66% fewer false alarms and 60% fewer phantom turns, per-word speaker labels, and continuous partials every ~3 seconds; Playground now previews 34 voices and allows public sharing; PII redaction is live for streaming, automatically removing names, phone numbers, credit card numbers in real

AWS官方博客详解如何通过Amazon Bedrock和LLM网关实现生成式AI应用的弹性架构，提供五种实用模式及GitHub代码示例。

LangSmith平台提供完整的代理开发生命周期管理工具，支持构建、测试、部署和监控改进型代理。

LangSmith LLM Gateway 提供成本控制功能，防止代理程序在一夜之间消耗大量资金。