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