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import os
import pytest
from core.model_runtime.entities.rerank_entities import RerankResult
from core.model_runtime.errors.validate import CredentialsValidateFailedError
from core.model_runtime.model_providers.siliconflow.rerank.rerank import SiliconflowRerankModel
def test_validate_credentials():
model = SiliconflowRerankModel()
with pytest.raises(CredentialsValidateFailedError):
model.validate_credentials(
model="BAAI/bge-reranker-v2-m3",
credentials={"api_key": "invalid_key"},
)
model.validate_credentials(
model="BAAI/bge-reranker-v2-m3",
credentials={
"api_key": os.environ.get("API_KEY"),
},
)
def test_invoke_model():
model = SiliconflowRerankModel()
result = model.invoke(
model="BAAI/bge-reranker-v2-m3",
credentials={
"api_key": os.environ.get("API_KEY"),
},
query="Who is Kasumi?",
docs=[
'Kasumi is a girl\'s name of Japanese origin meaning "mist".',
"Her music is a kawaii bass, a mix of future bass, pop, and kawaii music ",
"and she leads a team named PopiParty.",
],
score_threshold=0.8,
)
assert isinstance(result, RerankResult)
assert len(result.docs) == 1
assert result.docs[0].index == 0
assert result.docs[0].score >= 0.8
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