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from core.rag.datasource.vdb.milvus.milvus_vector import MilvusConfig, MilvusVector
from tests.integration_tests.vdb.test_vector_store import (
AbstractVectorTest,
get_example_text,
setup_mock_redis,
)
class MilvusVectorTest(AbstractVectorTest):
def __init__(self):
super().__init__()
self.vector = MilvusVector(
collection_name=self.collection_name,
config=MilvusConfig(
uri="http://localhost:19530",
user="root",
password="Milvus",
),
)
def search_by_full_text(self):
# milvus dos not support full text searching yet in < 2.3.x
hits_by_full_text = self.vector.search_by_full_text(query=get_example_text())
assert len(hits_by_full_text) == 0
def get_ids_by_metadata_field(self):
ids = self.vector.get_ids_by_metadata_field(key="document_id", value=self.example_doc_id)
assert len(ids) == 1
def test_milvus_vector(setup_mock_redis):
MilvusVectorTest().run_all_tests()
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