#Evaluation(3)

August 2026

LLM-as-a-Judge: Scoring RAG Answer Quality

Retrieval metrics say the right docs came back, not that the answer is right. Build an LLM-as-a-judge to score RAG answers for faithfulness and quality.

July 2026

#AI #LLM #Evaluation #RAG #Python

LLM-as-a-Judge: Evaluating LLM Output Quality

Human review does not scale for grading LLM answers. How to use an LLM as a judge: write a rubric, score with structured output, and control the biases.

July 2026

#AI #LLM #RAG #Evaluation #Python

Measuring RAG Retrieval Quality: recall@k, MRR

Changed your embeddings or added a reranker? Measure it. Build a golden set and score retrieval with recall@k, MRR, and nDCG before you trust the change.