"""Test LLM Math functionality.""" import pytest from langchain.chains.llm_math.base import LLMMathChain from langchain.chains.llm_math.prompt import _PROMPT_TEMPLATE from tests.unit_tests.llms.fake_llm import FakeLLM @pytest.fixture def fake_llm_math_chain() -> LLMMathChain: """Fake LLM Math chain for testing.""" complex_question = _PROMPT_TEMPLATE.format(question="What is the square root of 2?") queries = { _PROMPT_TEMPLATE.format(question="What is 1 plus 1?"): "Answer: 2", complex_question: "```text\n2**.5\n```", _PROMPT_TEMPLATE.format(question="foo"): "foo", } fake_llm = FakeLLM(queries=queries) return LLMMathChain(llm=fake_llm, input_key="q", output_key="a") def test_simple_question(fake_llm_math_chain: LLMMathChain) -> None: """Test simple question that should not need python.""" question = "What is 1 plus 1?" output = fake_llm_math_chain.run(question) assert output == "Answer: 2" def test_complex_question(fake_llm_math_chain: LLMMathChain) -> None: """Test complex question that should need python.""" question = "What is the square root of 2?" output = fake_llm_math_chain.run(question) assert output == f"Answer: {2**.5}" def test_error(fake_llm_math_chain: LLMMathChain) -> None: """Test question that raises error.""" with pytest.raises(ValueError): fake_llm_math_chain.run("foo")