test_few_shot_functionality() — langchain Function Reference

Architecture documentation for the test_few_shot_functionality() function in test_few_shot.py from the langchain codebase.

Function python LangChainCore ApiManagement

Entity Profile

LangChainCore→ ApiManagement→ test_few_shot_functionality() — langchain Function Reference

Dependency Diagram

graph TD
  84c6314f_e1ec_be6d_d884_674df546910d["test_few_shot_functionality()"]
  e4e12a36_798e_ddc0_ab57_e44de269c7e7["test_few_shot.py"]
  84c6314f_e1ec_be6d_d884_674df546910d -->|defined in| e4e12a36_798e_ddc0_ab57_e44de269c7e7
  style 84c6314f_e1ec_be6d_d884_674df546910d fill:#6366f1,stroke:#818cf8,color:#fff

Relationship Graph

Source Code

libs/core/tests/unit_tests/prompts/test_few_shot.py lines 119–144

async def test_few_shot_functionality() -> None:
    """Test that few shot works with examples."""
    prefix = "This is a test about {content}."
    suffix = "Now you try to talk about {new_content}."
    examples = [
        {"question": "foo", "answer": "bar"},
        {"question": "baz", "answer": "foo"},
    ]
    prompt = FewShotPromptTemplate(
        suffix=suffix,
        prefix=prefix,
        input_variables=["content", "new_content"],
        examples=examples,
        example_prompt=EXAMPLE_PROMPT,
        example_separator="\n",
    )
    expected_output = (
        "This is a test about animals.\n"
        "foo: bar\n"
        "baz: foo\n"
        "Now you try to talk about party."
    )
    output = prompt.format(content="animals", new_content="party")
    assert output == expected_output
    output = await prompt.aformat(content="animals", new_content="party")
    assert output == expected_output