Function _format_pdf_section_label

agents/reading-agent/main.py:3049–3053

(section: str)

def _format_pdf_section_label(section: str) -> str:
    normalized = _clean_text(section).replace("_", " ").replace("-", " ")
    if not normalized:
        return "PDF"
    return normalized.title()


def _summarize_profile_for_embedding(user_profile: Dict[str, Any]) -> str:
    core_directions = user_profile.get("core_directions", {}) or {}