20 lines
868 B
Python

from unstructured.documents.elements import Text
from unstructured.embed.openai import OpenAIEmbeddingConfig, OpenAIEmbeddingEncoder
def test_embed_documents_does_not_break_element_to_dict(mocker):
# Mocked client with the desired behavior for embed_documents
mock_client = mocker.MagicMock()
mock_client.embed_documents.return_value = [1, 2]
# Mock create_client to return our mock_client
mocker.patch.object(OpenAIEmbeddingEncoder, "create_client", return_value=mock_client)
encoder = OpenAIEmbeddingEncoder(config=OpenAIEmbeddingConfig(api_key="api_key"))
elements = encoder.embed_documents(
elements=[Text("This is sentence 1"), Text("This is sentence 2")],
)
assert len(elements) == 2
assert elements[0].to_dict()["text"] == "This is sentence 1"
assert elements[1].to_dict()["text"] == "This is sentence 2"