Valid CSV

Ensure AI outputs produce correct CSV structure. Detect errors before data is processed or used

Objective Validates if the text is in a proper CSV format, ensuring data integrity.

Interpretation A higher score indicates the text is not valid CSV. A lower (or zero) score indicates the response is valid CSV.

Code Execution

metrics = [
    {
        "name": "Valid CSV",
        "config": {
            "model": "gpt-4o-mini",
            "provider": "openai"
        },
        "column_name": "your-column-identifier",
        "schema_mapping": schema_mapping
    }
]

Example

• Prompt: “Provide a CSV of three fruit names and their colors.”

• Context: “The CSV must have two columns: Fruit,Color.”

• Response:

  mathematicaCopyApple, Red
  Banana Yellow
  Cherry, Red

• Metric Output: {"score": 1, "reason": "Invalid CSV format (missing comma in second line)."}