mirror of
https://github.com/hwchase17/langchain
synced 2024-11-16 06:13:16 +00:00
481d3855dc
- `llm(prompt)` -> `llm.invoke(prompt)`
- `llm(prompt=prompt` -> `llm.invoke(prompt)` (same with `messages=`)
- `llm(prompt, callbacks=callbacks)` -> `llm.invoke(prompt,
config={"callbacks": callbacks})`
- `llm(prompt, **kwargs)` -> `llm.invoke(prompt, **kwargs)`
86 lines
2.7 KiB
Python
86 lines
2.7 KiB
Python
"""Test Friendli API."""
|
|
|
|
import pytest
|
|
from langchain_core.outputs.generation import Generation
|
|
from langchain_core.outputs.llm_result import LLMResult
|
|
|
|
from langchain_community.llms.friendli import Friendli
|
|
|
|
|
|
@pytest.fixture
|
|
def friendli_llm() -> Friendli:
|
|
"""Friendli LLM."""
|
|
return Friendli(temperature=0, max_tokens=10)
|
|
|
|
|
|
def test_friendli_invoke(friendli_llm: Friendli) -> None:
|
|
"""Test invoke."""
|
|
output = friendli_llm.invoke("Say hello world.")
|
|
assert isinstance(output, str)
|
|
|
|
|
|
async def test_friendli_ainvoke(friendli_llm: Friendli) -> None:
|
|
"""Test async invoke."""
|
|
output = await friendli_llm.ainvoke("Say hello world.")
|
|
assert isinstance(output, str)
|
|
|
|
|
|
def test_friendli_batch(friendli_llm: Friendli) -> None:
|
|
"""Test batch."""
|
|
outputs = friendli_llm.batch(["Say hello world.", "Say bye world."])
|
|
for output in outputs:
|
|
assert isinstance(output, str)
|
|
|
|
|
|
async def test_friendli_abatch(friendli_llm: Friendli) -> None:
|
|
"""Test async batch."""
|
|
outputs = await friendli_llm.abatch(["Say hello world.", "Say bye world."])
|
|
for output in outputs:
|
|
assert isinstance(output, str)
|
|
|
|
|
|
def test_friendli_generate(friendli_llm: Friendli) -> None:
|
|
"""Test generate."""
|
|
result = friendli_llm.generate(["Say hello world.", "Say bye world."])
|
|
assert isinstance(result, LLMResult)
|
|
generations = result.generations
|
|
assert len(generations) == 2
|
|
for generation in generations:
|
|
gen_ = generation[0]
|
|
assert isinstance(gen_, Generation)
|
|
text = gen_.text
|
|
assert isinstance(text, str)
|
|
generation_info = gen_.generation_info
|
|
if generation_info is not None:
|
|
assert "token" in generation_info
|
|
|
|
|
|
async def test_friendli_agenerate(friendli_llm: Friendli) -> None:
|
|
"""Test async generate."""
|
|
result = await friendli_llm.agenerate(["Say hello world.", "Say bye world."])
|
|
assert isinstance(result, LLMResult)
|
|
generations = result.generations
|
|
assert len(generations) == 2
|
|
for generation in generations:
|
|
gen_ = generation[0]
|
|
assert isinstance(gen_, Generation)
|
|
text = gen_.text
|
|
assert isinstance(text, str)
|
|
generation_info = gen_.generation_info
|
|
if generation_info is not None:
|
|
assert "token" in generation_info
|
|
|
|
|
|
def test_friendli_stream(friendli_llm: Friendli) -> None:
|
|
"""Test stream."""
|
|
stream = friendli_llm.stream("Say hello world.")
|
|
for chunk in stream:
|
|
assert isinstance(chunk, str)
|
|
|
|
|
|
async def test_friendli_astream(friendli_llm: Friendli) -> None:
|
|
"""Test async stream."""
|
|
stream = friendli_llm.astream("Say hello world.")
|
|
async for chunk in stream:
|
|
assert isinstance(chunk, str)
|