mirror of
https://github.com/hwchase17/langchain
synced 2024-11-10 01:10:59 +00:00
25fbe356b4
This PR upgrades community to a recent version of mypy. It inserts type: ignore on all existing failures.
71 lines
2.4 KiB
Python
71 lines
2.4 KiB
Python
"""Test EdenAI API wrapper."""
|
|
from typing import List
|
|
|
|
import pytest
|
|
from langchain_core.messages import AIMessage, BaseMessage, HumanMessage
|
|
from langchain_core.outputs import ChatGeneration, LLMResult
|
|
|
|
from langchain_community.chat_models.edenai import (
|
|
ChatEdenAI,
|
|
)
|
|
|
|
|
|
@pytest.mark.scheduled
|
|
def test_chat_edenai() -> None:
|
|
"""Test ChatEdenAI wrapper."""
|
|
chat = ChatEdenAI( # type: ignore[call-arg]
|
|
provider="openai", model="gpt-3.5-turbo", temperature=0, max_tokens=1000
|
|
)
|
|
message = HumanMessage(content="Who are you ?")
|
|
response = chat.invoke([message])
|
|
assert isinstance(response, AIMessage)
|
|
assert isinstance(response.content, str)
|
|
|
|
|
|
@pytest.mark.scheduled
|
|
def test_edenai_generate() -> None:
|
|
"""Test generate method of edenai."""
|
|
chat = ChatEdenAI(provider="google") # type: ignore[call-arg]
|
|
chat_messages: List[List[BaseMessage]] = [
|
|
[HumanMessage(content="What is the meaning of life?")]
|
|
]
|
|
messages_copy = [messages.copy() for messages in chat_messages]
|
|
result: LLMResult = chat.generate(chat_messages)
|
|
assert isinstance(result, LLMResult)
|
|
for response in result.generations[0]:
|
|
assert isinstance(response, ChatGeneration)
|
|
assert isinstance(response.text, str)
|
|
assert response.text == response.message.content
|
|
assert chat_messages == messages_copy
|
|
|
|
|
|
@pytest.mark.scheduled
|
|
async def test_edenai_async_generate() -> None:
|
|
"""Test async generation."""
|
|
chat = ChatEdenAI(provider="google", max_tokens=50) # type: ignore[call-arg]
|
|
message = HumanMessage(content="Hello")
|
|
result: LLMResult = await chat.agenerate([[message], [message]])
|
|
assert isinstance(result, LLMResult)
|
|
for response in result.generations[0]:
|
|
assert isinstance(response, ChatGeneration)
|
|
assert isinstance(response.text, str)
|
|
assert response.text == response.message.content
|
|
|
|
|
|
@pytest.mark.scheduled
|
|
def test_edenai_streaming() -> None:
|
|
"""Test streaming EdenAI chat."""
|
|
llm = ChatEdenAI(provider="openai", max_tokens=50) # type: ignore[call-arg]
|
|
|
|
for chunk in llm.stream("Generate a high fantasy story."):
|
|
assert isinstance(chunk.content, str)
|
|
|
|
|
|
@pytest.mark.scheduled
|
|
async def test_edenai_astream() -> None:
|
|
"""Test streaming from EdenAI."""
|
|
llm = ChatEdenAI(provider="openai", max_tokens=50) # type: ignore[call-arg]
|
|
|
|
async for token in llm.astream("Generate a high fantasy story."):
|
|
assert isinstance(token.content, str)
|