This is an optional practical video for the LLM evaluation course.
00:00 Introduction
01:25 Example starts
01:55 Generating synthetic data: inputs
03:11 Generating synthetic data for RAG: inputs and outputs
04:36 No-code LLM evaluation: upload example data
05:30 No-code LLM evaluation: select metrics
07:37 No-code LLM evaluation: review results
09:35 No-code LLM evaluation: create a custom LLM judge
11:25 Review LLM judge evaluation results
Sign up for Evidently Cloud: https://www.evidentlyai.com/register
Example CSV file: https://github.com/evidentlyai/community-examples/blob/main/datasets/health_and_fitness_qna.csv
LLM evaluation course: https://www.evidentlyai.com/llm-evaluations-course
Full playlist: https://www.youtube.com/playlist?list=PL9omX6impEuMgDFCK_NleIB0sMzKs2boI