Completed
- Scripts to run evaluations
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Classroom Contents
Faithfulness Checks and Hallucination Detection in RAG Pipelines - Lab Tutorial
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- 1 - Introduction
- 2 - RAG pipeline recap
- 3 - Using LLM-as-judge to verify answer faithfulness
- 4 - Using Lynx to detect hallucinations
- 5 - Llama-Index Faithfulness Evaluation
- 6 - RAGAS Faithfulness Evaluation
- 7 - Azure Groundedness Checks
- 8 - HaluBench - Dataset to evaluate hallucinations
- 9 - Scripts to run evaluations
- 10 - Evaluation Results and Comparison
