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my-project-public — gitlawb

#1	import pytest
#2	from langchain_community.llms.gpt4all import GPT4All as LangchainGPT4All
#3
#4	from embedchain.config import BaseLlmConfig
#5	from embedchain.llm.gpt4all import GPT4ALLLlm
#6
#7
#8	@pytest.fixture
#9	def config():
#10	config = BaseLlmConfig(
#11	temperature=0.7,
#12	max_tokens=50,
#13	top_p=0.8,
#14	stream=False,
#15	system_prompt="System prompt",
#16	model="orca-mini-3b-gguf2-q4_0.gguf",
#17	)
#18	yield config
#19
#20
#21	@pytest.fixture
#22	def gpt4all_with_config(config):
#23	return GPT4ALLLlm(config=config)
#24
#25
#26	@pytest.fixture
#27	def gpt4all_without_config():
#28	return GPT4ALLLlm()
#29
#30
#31	def test_gpt4all_init_with_config(config, gpt4all_with_config):
#32	assert gpt4all_with_config.config.temperature == config.temperature
#33	assert gpt4all_with_config.config.max_tokens == config.max_tokens
#34	assert gpt4all_with_config.config.top_p == config.top_p
#35	assert gpt4all_with_config.config.stream == config.stream
#36	assert gpt4all_with_config.config.system_prompt == config.system_prompt
#37	assert gpt4all_with_config.config.model == config.model
#38
#39	assert isinstance(gpt4all_with_config.instance, LangchainGPT4All)
#40
#41
#42	def test_gpt4all_init_without_config(gpt4all_without_config):
#43	assert gpt4all_without_config.config.model == "orca-mini-3b-gguf2-q4_0.gguf"
#44	assert isinstance(gpt4all_without_config.instance, LangchainGPT4All)
#45
#46
#47	def test_get_llm_model_answer(mocker, gpt4all_with_config):
#48	test_query = "Test query"
#49	test_answer = "Test answer"
#50
#51	mocked_get_answer = mocker.patch("embedchain.llm.gpt4all.GPT4ALLLlm._get_answer", return_value=test_answer)
#52	answer = gpt4all_with_config.get_llm_model_answer(test_query)
#53
#54	assert answer == test_answer
#55	mocked_get_answer.assert_called_once_with(prompt=test_query, config=gpt4all_with_config.config)
#56
#57
#58	def test_gpt4all_model_switching(gpt4all_with_config):
#59	with pytest.raises(RuntimeError, match="GPT4ALLLlm does not support switching models at runtime."):
#60	gpt4all_with_config._get_answer("Test prompt", BaseLlmConfig(model="new_model"))
#61

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