LLM Observability: Track Prompts & Token Usage with TrueWatch скачать в хорошем качестве

LLM Observability: Track Prompts & Token Usage with TrueWatch

Your live AI application is a black box until you implement proper observability. Unpredictable token usage and silent failures are silently draining your budget. In this tutorial, we demonstrate how TrueWatch and the Olama LAMATRI model eliminate this blind spot. Learn to: ✅ Accurately track token consumption to manage cloud costs. ✅ Monitor trace success rates for reliable performance. ✅ Prevent financial exposure from application misuse and errors. Gain the visibility required to turn your LLM from an unmanaged expense into a predictable, optimized business asset. 00:05 Introduction to Gen AI 00:50 Dify Studio Setup 02:43 Custom LLM AI Chat Bot Dashboard 05:00 Recap on Use Cases and Challenges