Track 9: LLM Engineering and Production
Agent Testing & Evaluation v2 (update of the live DeepEval course)
35 lessons
Track 5: RAG: Retrieval-Augmented Generation, RAG Evaluation
Component RAG Evals: Retriever, Reranker, Generator
Find which RAG stage causes each wrong answer.
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Course
Agent Testing & Evaluation v2 (update of the live DeepEval course)
Udemy: coming soon
Tools
Watch first
In this module
- Why RAG Needs Evaluation
- RAG Metrics: Faithfulness, Relevance, Recall@k
- RAGAS Tutorial, With a Synthetic Test Set
- Evaluate RAG With DeepEval
- Evaluate and Ship Your LlamaIndex Assistant
- Component RAG Evals: Retriever, Reranker, Generator
The course this lesson belongs to