langchain/tests/unit_tests/prompts/test_pipeline_prompt.py

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from langchain.prompts.chat import ChatPromptTemplate, MessagesPlaceholder
from langchain.prompts.pipeline import PipelinePromptTemplate
from langchain.prompts.prompt import PromptTemplate
def test_get_input_variables() -> None:
prompt_a = PromptTemplate.from_template("{foo}")
prompt_b = PromptTemplate.from_template("{bar}")
pipeline_prompt = PipelinePromptTemplate(
final_prompt=prompt_b, pipeline_prompts=[("bar", prompt_a)]
)
assert pipeline_prompt.input_variables == ["foo"]
def test_simple_pipeline() -> None:
prompt_a = PromptTemplate.from_template("{foo}")
prompt_b = PromptTemplate.from_template("{bar}")
pipeline_prompt = PipelinePromptTemplate(
final_prompt=prompt_b, pipeline_prompts=[("bar", prompt_a)]
)
output = pipeline_prompt.format(foo="jim")
assert output == "jim"
def test_multi_variable_pipeline() -> None:
prompt_a = PromptTemplate.from_template("{foo}")
prompt_b = PromptTemplate.from_template("okay {bar} {baz}")
pipeline_prompt = PipelinePromptTemplate(
final_prompt=prompt_b, pipeline_prompts=[("bar", prompt_a)]
)
output = pipeline_prompt.format(foo="jim", baz="deep")
assert output == "okay jim deep"
def test_partial_with_chat_prompts() -> None:
prompt_a = ChatPromptTemplate(
input_variables=["foo"], messages=[MessagesPlaceholder(variable_name="foo")]
)
prompt_b = ChatPromptTemplate.from_template("jim {bar}")
pipeline_prompt = PipelinePromptTemplate(
final_prompt=prompt_a, pipeline_prompts=[("foo", prompt_b)]
)
assert pipeline_prompt.input_variables == ["bar"]
output = pipeline_prompt.format_prompt(bar="okay")
assert output.to_messages()[0].content == "jim okay"