pratik-250620/MultiModal-Coherence-AI

1from typing import Any, Dict2 3LIST_FIELDS = {4    "primary_entities",5    "secondary_entities",6    "visual_attributes",7    "style",8    "mood_emotion",9    "narrative_tone",10    "audio_intent",11    "audio_elements",12    "must_include",13    "must_avoid",14}15 16 17def normalize_plan_fields(data: Dict[str, Any]) -> Dict[str, Any]:18    """19    Ensures all list-based semantic fields are lists,20    even if LLM returns a single string.21    """22    for field in LIST_FIELDS:23        if field in data:24            value = data[field]25            if isinstance(value, str):26                data[field] = [value]27            elif value is None:28                data[field] = []29    return data30