Valid CSV
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)."}
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