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from unittest.mock import MagicMock
from core.rag.datasource.vdb.baidu.baidu_vector import BaiduConfig, BaiduVector
from tests.integration_tests.vdb.__mock.baiduvectordb import setup_baiduvectordb_mock
from tests.integration_tests.vdb.test_vector_store import AbstractVectorTest, get_example_text, setup_mock_redis
class BaiduVectorTest(AbstractVectorTest):
def __init__(self):
super().__init__()
self.vector = BaiduVector(
"dify",
BaiduConfig(
endpoint="http://127.0.0.1:5287",
account="root",
api_key="dify",
database="dify",
shard=1,
replicas=3,
),
)
def search_by_vector(self):
hits_by_vector = self.vector.search_by_vector(query_vector=self.example_embedding)
assert len(hits_by_vector) == 1
def search_by_full_text(self):
hits_by_full_text = self.vector.search_by_full_text(query=get_example_text())
assert len(hits_by_full_text) == 0
def test_baidu_vector(setup_mock_redis, setup_baiduvectordb_mock):
BaiduVectorTest().run_all_tests()
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