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import os
from time import sleep
from core.model_runtime.entities.text_embedding_entities import TextEmbeddingResult
from core.model_runtime.model_providers.wenxin.text_embedding.text_embedding import WenxinTextEmbeddingModel
def test_invoke_embedding_v1():
sleep(3)
model = WenxinTextEmbeddingModel()
response = model.invoke(
model="embedding-v1",
credentials={"api_key": os.environ.get("WENXIN_API_KEY"), "secret_key": os.environ.get("WENXIN_SECRET_KEY")},
texts=["hello", "你好", "xxxxx"],
user="abc-123",
)
assert isinstance(response, TextEmbeddingResult)
assert len(response.embeddings) == 3
assert isinstance(response.embeddings[0], list)
def test_invoke_embedding_bge_large_en():
sleep(3)
model = WenxinTextEmbeddingModel()
response = model.invoke(
model="bge-large-en",
credentials={"api_key": os.environ.get("WENXIN_API_KEY"), "secret_key": os.environ.get("WENXIN_SECRET_KEY")},
texts=["hello", "你好", "xxxxx"],
user="abc-123",
)
assert isinstance(response, TextEmbeddingResult)
assert len(response.embeddings) == 3
assert isinstance(response.embeddings[0], list)
def test_invoke_embedding_bge_large_zh():
sleep(3)
model = WenxinTextEmbeddingModel()
response = model.invoke(
model="bge-large-zh",
credentials={"api_key": os.environ.get("WENXIN_API_KEY"), "secret_key": os.environ.get("WENXIN_SECRET_KEY")},
texts=["hello", "你好", "xxxxx"],
user="abc-123",
)
assert isinstance(response, TextEmbeddingResult)
assert len(response.embeddings) == 3
assert isinstance(response.embeddings[0], list)
def test_invoke_embedding_tao_8k():
sleep(3)
model = WenxinTextEmbeddingModel()
response = model.invoke(
model="tao-8k",
credentials={"api_key": os.environ.get("WENXIN_API_KEY"), "secret_key": os.environ.get("WENXIN_SECRET_KEY")},
texts=["hello", "你好", "xxxxx"],
user="abc-123",
)
assert isinstance(response, TextEmbeddingResult)
assert len(response.embeddings) == 3
assert isinstance(response.embeddings[0], list)
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