9fe80c5cca
Co-authored-by: Deven Patel <deven298@yahoo.com> Co-authored-by: Deshraj Yadav <deshrajdry@gmail.com>
40 lines
1.2 KiB
Python
40 lines
1.2 KiB
Python
import pytest
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from embedchain.config import BaseLlmConfig
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from embedchain.llm.ollama import OllamaLlm
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@pytest.fixture
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def ollama_llm_config():
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config = BaseLlmConfig(model="llama2", temperature=0.7, top_p=0.8, stream=True, system_prompt=None)
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yield config
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def test_get_llm_model_answer(ollama_llm_config, mocker):
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mocker.patch("embedchain.llm.ollama.OllamaLlm._get_answer", return_value="Test answer")
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llm = OllamaLlm(ollama_llm_config)
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answer = llm.get_llm_model_answer("Test query")
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assert answer == "Test answer"
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def test_get_answer_mocked_ollama(ollama_llm_config, mocker):
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mocked_ollama = mocker.patch("embedchain.llm.ollama.Ollama")
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mock_instance = mocked_ollama.return_value
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mock_instance.return_value = "Mocked answer"
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llm = OllamaLlm(ollama_llm_config)
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prompt = "Test query"
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answer = llm.get_llm_model_answer(prompt)
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assert answer == "Mocked answer"
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mocked_ollama.assert_called_once_with(
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model="llama2",
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system=None,
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temperature=0.7,
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top_p=0.8,
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callback_manager=mocker.ANY, # Use mocker.ANY to ignore the exact instance
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)
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mock_instance.assert_called_once_with(prompt)
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