Faithfulness

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Input

• Required Inputs:
  • input: The user’s query or prompt
  • output: The model-generated answer to be evaluated
  • context: The source material that the output should be faithful to
• Optional Inputs
  • history: Previous conversation context

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Output

• Result: Value in the continuous range [0, 1]
• Reasoning: Detailed explanation of faithfulness assessment

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Interpretation

• Higher scores (closer to 1): Better faithfulness - most or all claims in the output are consistent with the provided context, input, and history
• Lower scores (closer to 0): Poor faithfulness - many claims in the output contradict or are not supported by the provided context, input, and history