32 lines
929 B
Python
32 lines
929 B
Python
import pytest
|
|
|
|
from embedchain.config import BaseLlmConfig
|
|
from embedchain.llm.ollama import OllamaLlm
|
|
|
|
|
|
@pytest.fixture
|
|
def ollama_llm_config():
|
|
config = BaseLlmConfig(model="llama2", temperature=0.7, top_p=0.8, stream=True, system_prompt=None)
|
|
yield config
|
|
|
|
|
|
def test_get_llm_model_answer(ollama_llm_config, mocker):
|
|
mocker.patch("embedchain.llm.ollama.OllamaLlm._get_answer", return_value="Test answer")
|
|
|
|
llm = OllamaLlm(ollama_llm_config)
|
|
answer = llm.get_llm_model_answer("Test query")
|
|
|
|
assert answer == "Test answer"
|
|
|
|
|
|
def test_get_answer_mocked_ollama(ollama_llm_config, mocker):
|
|
mocked_ollama = mocker.patch("embedchain.llm.ollama.Ollama")
|
|
mock_instance = mocked_ollama.return_value
|
|
mock_instance.invoke.return_value = "Mocked answer"
|
|
|
|
llm = OllamaLlm(ollama_llm_config)
|
|
prompt = "Test query"
|
|
answer = llm.get_llm_model_answer(prompt)
|
|
|
|
assert answer == "Mocked answer"
|