"""Dummy qdrant_client module for local testing.

Provides a minimal QdrantClient class and nested models used by main.py.
"""

class Distance:
    COSINE = "cosine"

class VectorParams:
    def __init__(self, size, distance):
        self.size = size
        self.distance = distance

class QdrantClient:
    def __init__(self, url=None):
        self.url = url

    def get_collections(self):
        return type("Collections", (), {"collections": []})()

    def create_collection(self, collection_name, vectors_config):
        pass

    def __repr__(self):
        return f"<Dummy QdrantClient url={self.url}>"