"""
PACKAGE: app.core.database
DESCRIPTION: Zentrale Schnittstelle für alle Datenbank-Operationen (Qdrant).
             Bündelt Client-Initialisierung und Point-Konvertierung.
"""
from .qdrant import (
    QdrantConfig,
    get_client,
    ensure_collections,
    ensure_payload_indexes,
    collection_names
)
from .qdrant_points import (
    points_for_note,
    points_for_chunks,
    points_for_edges,
    upsert_batch,
    get_edges_for_sources,
    search_chunks_by_vector
)

# Öffentlicher Export für das Gesamtsystem
__all__ = [
    "QdrantConfig",
    "get_client",
    "ensure_collections",
    "ensure_payload_indexes",
    "collection_names",
    "points_for_note",
    "points_for_chunks",
    "points_for_edges",
    "upsert_batch",
    "get_edges_for_sources",
    "search_chunks_by_vector"
]