Score Every Production Trace with an LLM Judge, from Your Terminal (LangSmith CLI)
LangSmith CLI enables evaluation of user frustration with LLMs.
“It'll then produce some feedback, which gets assigned on the trace, and consists of a score plus a reasoning.”
The LangSmith CLI can now evaluate and score user frustration in chatbot traces using a language model as a judge. This development signifies a shift towards automated and scalable evaluations, demonstrating how AI can enhance user experience management.