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.gitee_ai.rerank.rerank import GiteeAIRerankModel def test_validate_credentials(): model = GiteeAIRerankModel() with pytest.raises(CredentialsValidateFailedError): model.validate_credentials( model="bge-reranker-v2-m3", credentials={"api_key": "invalid_key"}, ) model.validate_credentials( model="bge-reranker-v2-m3", credentials={ "api_key": os.environ.get("GITEE_AI_API_KEY"), }, ) def test_invoke_model(): model = GiteeAIRerankModel() result = model.invoke( model="bge-reranker-v2-m3", credentials={ "api_key": os.environ.get("GITEE_AI_API_KEY"), }, query="What is the capital of the United States?", docs=[ "Carson City is the capital city of the American state of Nevada. At the 2010 United States " "Census, Carson City had a population of 55,274.", "The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean that " "are a political division controlled by the United States. Its capital is Saipan.", ], top_n=1, score_threshold=0.01, ) assert isinstance(result, RerankResult) assert len(result.docs) == 1 assert result.docs[0].score >= 0.01