langchain/libs/community/tests/unit_tests/llms/test_openai.py
Erick Friis 5f839beab9
community: replace deprecated davinci models (#14860)
This is technically a breaking change because it'll switch out default
models from `text-davinci-003` to `gpt-3.5-turbo-instruct`, but OpenAI
is shutting off those endpoints on 1/4 anyways.

Feels less disruptive to switch out the default instead.
2023-12-18 13:49:46 -08:00

57 lines
1.4 KiB
Python

import os
import pytest
from langchain_community.llms.openai import OpenAI
from langchain_community.utils.openai import is_openai_v1
os.environ["OPENAI_API_KEY"] = "foo"
def _openai_v1_installed() -> bool:
try:
return is_openai_v1()
except Exception as _:
return False
@pytest.mark.requires("openai")
def test_openai_model_param() -> None:
llm = OpenAI(model="foo")
assert llm.model_name == "foo"
llm = OpenAI(model_name="foo")
assert llm.model_name == "foo"
@pytest.mark.requires("openai")
def test_openai_model_kwargs() -> None:
llm = OpenAI(model_kwargs={"foo": "bar"})
assert llm.model_kwargs == {"foo": "bar"}
@pytest.mark.requires("openai")
def test_openai_invalid_model_kwargs() -> None:
with pytest.raises(ValueError):
OpenAI(model_kwargs={"model_name": "foo"})
@pytest.mark.requires("openai")
def test_openai_incorrect_field() -> None:
with pytest.warns(match="not default parameter"):
llm = OpenAI(foo="bar")
assert llm.model_kwargs == {"foo": "bar"}
@pytest.fixture
def mock_completion() -> dict:
return {
"id": "cmpl-3evkmQda5Hu7fcZavknQda3SQ",
"object": "text_completion",
"created": 1689989000,
"model": "gpt-3.5-turbo-instruct",
"choices": [
{"text": "Bar Baz", "index": 0, "logprobs": None, "finish_reason": "length"}
],
"usage": {"prompt_tokens": 1, "completion_tokens": 2, "total_tokens": 3},
}