dify/api/tests/integration_tests/vdb/qdrant/test_qdrant.py

from core.rag.datasource.vdb.qdrant.qdrant_vector import QdrantConfig, QdrantVector
from tests.integration_tests.vdb.test_vector_store import (
    AbstractVectorTest,
    setup_mock_redis,
)


class QdrantVectorTest(AbstractVectorTest):
    def __init__(self):
        super().__init__()
        self.attributes = ['doc_id', 'dataset_id', 'document_id', 'doc_hash']
        self.vector = QdrantVector(
            collection_name=self.collection_name,
            group_id=self.dataset_id,
            config=QdrantConfig(
                endpoint='http://localhost:6333',
                api_key='difyai123456',
            )
        )


def test_qdrant_vector(setup_mock_redis):
    QdrantVectorTest().run_all_tests()