Observability Challenges

Large language models introduce significant latency, impacting user experience, especially when users expect quick responses. Effective observability is crucial to address this issue, as even minor mistakes can amplify perceived delays. Additionally, prompting techniques like chain of thought can enhance accuracy but further increase latency due to their complexity.