litellm-mirror/litellm/tests/test_embedding.py
2023-09-29 11:57:38 -07:00

49 lines
1.4 KiB
Python

import sys, os
import traceback
import pytest
sys.path.insert(
0, os.path.abspath("../..")
) # Adds the parent directory to the system path
import litellm
from litellm import embedding, completion
litellm.set_verbose = False
def test_openai_embedding():
try:
response = embedding(
model="text-embedding-ada-002", input=["good morning from litellm", "this is another item"]
)
print(response)
# Add any assertions here to check the response
# print(f"response: {str(response)}")
except Exception as e:
pytest.fail(f"Error occurred: {e}")
# test_openai_embedding()
def test_cohere_embedding():
try:
response = embedding(
model="embed-english-v2.0", input=["good morning from litellm", "this is another item"]
)
print(f"response:", response)
except Exception as e:
pytest.fail(f"Error occurred: {e}")
# test_cohere_embedding()
# comment out hf tests - since hf endpoints are unstable
# def test_hf_embedding():
# try:
# # huggingface/microsoft/codebert-base
# # huggingface/facebook/bart-large
# response = embedding(
# model="huggingface/BAAI/bge-large-zh", input=["good morning from litellm", "this is another item"]
# )
# print(f"response:", response)
# except Exception as e:
# pytest.fail(f"Error occurred: {e}")
# test_hf_embedding()