langchain/libs/community/tests/integration_tests/chat_models/test_ernie.py
ccurme 481d3855dc
patch: remove usage of llm, chat model __call__ (#20788)
- `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)`
2024-04-24 19:39:23 -04:00

59 lines
1.9 KiB
Python

import pytest
from langchain_core.messages import AIMessage, HumanMessage
from langchain_community.chat_models.ernie import ErnieBotChat
def test_chat_ernie_bot() -> None:
chat = ErnieBotChat()
message = HumanMessage(content="Hello")
response = chat.invoke([message])
assert isinstance(response, AIMessage)
assert isinstance(response.content, str)
def test_chat_ernie_bot_with_model_name() -> None:
chat = ErnieBotChat(model_name="ERNIE-Bot")
message = HumanMessage(content="Hello")
response = chat.invoke([message])
assert isinstance(response, AIMessage)
assert isinstance(response.content, str)
def test_chat_ernie_bot_with_temperature() -> None:
chat = ErnieBotChat(model_name="ERNIE-Bot", temperature=1.0)
message = HumanMessage(content="Hello")
response = chat.invoke([message])
assert isinstance(response, AIMessage)
assert isinstance(response.content, str)
def test_chat_ernie_bot_with_kwargs() -> None:
chat = ErnieBotChat()
message = HumanMessage(content="Hello")
response = chat.invoke([message], temperature=0.88, top_p=0.7)
assert isinstance(response, AIMessage)
assert isinstance(response.content, str)
def test_extra_kwargs() -> None:
chat = ErnieBotChat(temperature=0.88, top_p=0.7)
assert chat.temperature == 0.88
assert chat.top_p == 0.7
def test_wrong_temperature_1() -> None:
chat = ErnieBotChat()
message = HumanMessage(content="Hello")
with pytest.raises(ValueError) as e:
chat.invoke([message], temperature=1.2)
assert "parameter check failed, temperature range is (0, 1.0]" in str(e)
def test_wrong_temperature_2() -> None:
chat = ErnieBotChat()
message = HumanMessage(content="Hello")
with pytest.raises(ValueError) as e:
chat.invoke([message], temperature=0)
assert "parameter check failed, temperature range is (0, 1.0]" in str(e)