Production teams typically use a hybrid evaluation loop for RAG systems consisting of four steps: (1) generate a synthetic set, (2) conduct expert review, (3) correct the ground truth, and (4) re-evaluate.

Authors

• Person: Sumit Umbardand Organization: LinkedIn
  RAG Hallucinations: Retrieval Success ≠ Generation Accuracy

Sources

• RAG Hallucinations: Retrieval Success ≠ Generation Accuracy www.linkedin.com Sumit Umbardand · LinkedIn via serper

Referenced by nodes (2)

• RAG systems concept
• ground truth concept