AI Agent Evaluation with RAGAS Using LangChain, Claude 3, and Pinecone

AI Agent Evaluation with RAGAS Using LangChain, Claude 3, and Pinecone

James Briggs via YouTube Direct link

RAG Evaluation

1 of 14

1 of 14

RAG Evaluation

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AI Agent Evaluation with RAGAS Using LangChain, Claude 3, and Pinecone

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  1. 1 RAG Evaluation
  2. 2 Overview of LangChain RAG Agent
  3. 3 RAGAS Code Prerequisites
  4. 4 Agent Output for RAGAS
  5. 5 RAGAS Evaluation Format
  6. 6 RAGAS Metrics
  7. 7 Understanding RAGAS Metrics
  8. 8 Retrieval Metrics
  9. 9 RAGAS Context Recall
  10. 10 RAGAS Context Precision
  11. 11 Generation Metrics
  12. 12 RAGAS Faithfulness
  13. 13 RAGAS Answer Relevancy
  14. 14 Metrics Driven Development

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