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Introduction and overview
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Classroom Contents
Aligning LLM Judges for Better Evaluations in RAG Pipelines
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- 1 Introduction and overview
- 2 Importance of evaluation in LLM Applications
- 3 Frameworks: LlamaIndex vs LangChain
- 4 Weights & Biases in LLM Ops
- 5 What is RAG?
- 6 Components of a RAG pipeline
- 7 Demo time
- 8 Building the retriever and query engine
- 9 Integrating Weave and viewing Traces
- 10 Customized evaluation and comparison
- 11 Final thoughts and summary
