INNER CODE UNIT · Python

generate_pairs_from_rule

valqore/valqore · blog/01-fine-tuning/data_generation_example.py:8

def generate_pairs_from_rule(rule: dict) -> list[dict]:
    """Generate multiple training pairs from a single rule definition."""
    pairs = []

    # Type A: Rule explanation
    pairs.append({
        "messages": [
            {"role": "system", "content": "You are a cloud infrastructure governance assistant."},
            {"role": "user", "content": f"Explain rule {rule['id']} and its severity."},
            {"role": "assistant", "content": f"{rule['id']}: {rule['name']} (Severity: {rule['severity']}). {rule['description']} Remediation: {rule['remediation']}"},
        ]
    })

    # Type B: Failure scenario
    pairs.append({
        "messages": [
            {"role": "system", "content": "You are a cloud infrastructure governance assistant."},
            {"role": "user", "content": f"My deployment is failing rule {rule['id']}. Why?"},

View source record →