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Understanding RAGAS Metrics
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Classroom Contents
AI Agent Evaluation with RAGAS Using LangChain, Claude 3, and Pinecone
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- 1 RAG Evaluation
- 2 Overview of LangChain RAG Agent
- 3 RAGAS Code Prerequisites
- 4 Agent Output for RAGAS
- 5 RAGAS Evaluation Format
- 6 RAGAS Metrics
- 7 Understanding RAGAS Metrics
- 8 Retrieval Metrics
- 9 RAGAS Context Recall
- 10 RAGAS Context Precision
- 11 Generation Metrics
- 12 RAGAS Faithfulness
- 13 RAGAS Answer Relevancy
- 14 Metrics Driven Development
