"""Qdrant 向量知识库模块 (M6)。

公共 API:
    - VectorStore:   Qdrant 封装(init / upsert / query / info / count)
    - SearchFilter / SearchResult / CollectionInfo: 数据模型
    - make_qdrant_client: 工厂(内存/Docker)
"""

from .client import (
    DEFAULT_COLLECTION,
    DEFAULT_VECTOR_DIM,
    VectorStore,
    make_qdrant_client,
)
from .models import CollectionInfo, SearchFilter, SearchResult

__all__ = [
    "DEFAULT_COLLECTION",
    "DEFAULT_VECTOR_DIM",
    "CollectionInfo",
    "SearchFilter",
    "SearchResult",
    "VectorStore",
    "make_qdrant_client",
]
