Check Causality

Check whether an why_prompt is causal or not.

Parameters:

• req: CausalityRequest object containing:
  • why_prompt: The why_prompt to check for causality
  • llm_model: Language model to use for the check (optional)

Returns:

• CausalityResponse object with the following structure:
  • is_causal: Boolean indicating whether the why_prompt is causal
  • suggestions: List of up to 3 strings, each a rephrased version of the original why_prompt as a causal why_prompt

Example Response:

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{
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    "is_causal": false,
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    "suggestions": [
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        "How does increasing the minimum wage affect employment rates?",
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        "What is the impact of regular exercise on cardiovascular health?",
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        "To what extent does parental involvement influence a child's academic performance?"
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    ]
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}

Raises:

• HTTPException 500: If an error occurs during the causality check