Evaluating RAG Quality — Retrieval-Augmented Generation (RAG) & Vecto…
Measuring retrieval and generation separately
Steps in Evaluating RAG Quality
- RAG Evaluation Fundamentals — beginner · Evaluating retrieval quality and generation quality separately
- Retrieval Metrics (Precision, Recall, MRR) — beginner · Measuring whether the right chunks are actually being retrieved
- End-to-End RAG Evaluation — beginner · Measuring whether the final answer is actually correct and useful
- Building a RAG Evaluation Dataset — beginner · Creating representative test queries and expected answers
- Continuous Evaluation in Production — beginner · Monitoring RAG quality as documents and queries change over time
Part of
- Retrieval-Augmented Generation (RAG) & Vector Databases roadmap — the full learning path