InGoogle Cloud - CommunitybyAbdul Salam·2d agoWhy Your Enterprise AI Agent Passed the Demo and Stalled in UAT: A Field Guide to Golden DatasetsModels and agent frameworks depreciate every quarter. Your ground-truth contract is the only asset that compounds.
Onur Özkır·Oct 21“Has Quality Declined?”:Separating a drop in acceptance rate from a genuine model regression, and making a defensible production decision with limited human…
Namshima Iordye·Aug 20Improving Retrieval Quality in a Production Healthcare RAG System Through Embedding Evaluation and…Chapter five
harshal bansal·Aug 14A Practical Guide to EvaluationsYou build a RAG chatbot. You throw ten prompts at it. The answers look reasonable. You ship it.A response icon1
Ahmet Ozel·Aug 10Evaluating RAG: From Golden Datasets to LLM-as-JudgeA Retrieval-Augmented Generation system can produce a fluent answer while failing in several independent ways. It may retrieve the wrong…