Class FlattenKnowledge

quantmind/knowledge/_flatten.py:16–22

Marker base for flat domain cards. Subclasses add a typed payload (e.g. ``summary``, ``methodology``, ``revenue``). They MUST override `embedding_text()` to produce a stable string suitable for the store's vector index.

class FlattenKnowledge(BaseKnowledge):
    """Marker base for flat domain cards.

    Subclasses add a typed payload (e.g. ``headline``, ``guidance``, or
    ``revenue``). Search text is selected by the library projection boundary.
    """