langchain/tests/unit_tests/test_prompt.py

80 lines
2.5 KiB
Python

"""Test functionality related to prompts."""
import pytest
from langchain.prompts.prompt import Prompt
def test_prompt_valid() -> None:
"""Test prompts can be constructed."""
template = "This is a {foo} test."
input_variables = ["foo"]
prompt = Prompt(input_variables=input_variables, template=template)
assert prompt.template == template
assert prompt.input_variables == input_variables
def test_prompt_missing_input_variables() -> None:
"""Test error is raised when input variables are not provided."""
template = "This is a {foo} test."
input_variables: list = []
with pytest.raises(ValueError):
Prompt(input_variables=input_variables, template=template)
def test_prompt_extra_input_variables() -> None:
"""Test error is raised when there are too many input variables."""
template = "This is a {foo} test."
input_variables = ["foo", "bar"]
with pytest.raises(ValueError):
Prompt(input_variables=input_variables, template=template)
def test_prompt_wrong_input_variables() -> None:
"""Test error is raised when name of input variable is wrong."""
template = "This is a {foo} test."
input_variables = ["bar"]
with pytest.raises(ValueError):
Prompt(input_variables=input_variables, template=template)
def test_prompt_from_examples_valid() -> None:
"""Test prompt can be successfully constructed from examples."""
template = """Test Prompt:
Question: who are you?
Answer: foo
Question: what are you?
Answer: bar
Question: {question}
Answer:"""
input_variables = ["question"]
example_separator = "\n\n"
prefix = """Test Prompt:\n\n"""
suffix = """\n\nQuestion: {question}\nAnswer:"""
examples = [
"""Question: who are you?\nAnswer: foo""",
"""Question: what are you?\nAnswer: bar""",
]
prompt_from_examples = Prompt.from_examples(
examples,
suffix,
input_variables,
example_separator=example_separator,
prefix=prefix,
)
prompt_from_template = Prompt(input_variables=input_variables, template=template)
assert prompt_from_examples.template == prompt_from_template.template
assert prompt_from_examples.input_variables == prompt_from_template.input_variables
def test_prompt_invalid_template_format() -> None:
"""Test initializing a prompt with invalid template format."""
template = "This is a {foo} test."
input_variables = ["foo"]
with pytest.raises(ValueError):
Prompt(
input_variables=input_variables, template=template, template_format="bar"
)