Track 5: RAG: Retrieval-Augmented Generation, RAG Evaluation

Why RAG Needs Evaluation

Spot the difference between "looks right" and "is right".

Status: Coming soon BeginnerVideo lessonAbout 10 min
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Advanced RAG: Vector Databases, Hybrid Search, GraphRAG & Agentic RAG

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In this module

  1. Why RAG Needs Evaluation
  2. RAG Metrics: Faithfulness, Relevance, Recall@k
  3. RAGAS Tutorial, With a Synthetic Test Set
  4. Evaluate RAG With DeepEval
  5. Evaluate and Ship Your LlamaIndex Assistant
  6. Component RAG Evals: Retriever, Reranker, Generator

The course this lesson belongs to