LightRAG/tests/test_embedding_func.py

31 lines
943 B
Python

from lightrag.utils import EmbeddingFunc
def dummy_func(*args, **kwargs):
pass
def test_embedding_func_with_model_name():
func = EmbeddingFunc(
embedding_dim=1536, func=dummy_func, model_name="text-embedding-ada-002"
)
assert func.get_model_identifier() == "text_embedding_ada_002_1536d"
def test_embedding_func_without_model_name():
func = EmbeddingFunc(embedding_dim=768, func=dummy_func)
assert func.get_model_identifier() == "unknown_768d"
def test_model_name_sanitization():
func = EmbeddingFunc(
embedding_dim=1024,
func=dummy_func,
model_name="models/text-embedding-004", # Contains special chars
)
assert func.get_model_identifier() == "models_text_embedding_004_1024d"
def test_model_name_with_uppercase():
func = EmbeddingFunc(embedding_dim=512, func=dummy_func, model_name="My-Model-V1")
assert func.get_model_identifier() == "my_model_v1_512d"