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fix(bedrock.py): fix output format for cohere embeddings

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This commit is contained in:
Krrish Dholakia 2023-12-06 22:44:01 -08:00
parent 7ddc0dad24
commit c1e95740b0
4 changed files with 40 additions and 14 deletions
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11
litellm/tests/test_embedding.py
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@ -161,20 +161,23 @@ def test_bedrock_embedding_titan():
print(f"response:", response)
except Exception as e:
pytest.fail(f"Error occurred: {e}")
test_bedrock_embedding_titan()
# test_bedrock_embedding_titan()
def test_bedrock_embedding_cohere():
try:
# litellm.set_verbose=True
litellm.set_verbose=False
response = embedding(
model="cohere.embed-multilingual-v3", input=["good morning from litellm, attempting to embed data", "lets test a second string for good measure"],
aws_region_name="os.environ/AWS_REGION_NAME_2"
)
assert isinstance(response['data'][0]['embedding'], list), "Expected response to be a list"
print(f"type of first embedding:", type(response['data'][0]['embedding'][0]))
assert all(isinstance(x, float) for x in response['data'][0]['embedding']), "Expected response to be a list of floats"
# print(f"response:", response)
except Exception as e:
pytest.fail(f"Error occurred: {e}")
# test_bedrock_embedding_cohere()
test_bedrock_embedding_cohere()
# comment out hf tests - since hf endpoints are unstable
def test_hf_embedding():
@ -234,7 +237,7 @@ def test_sagemaker_embeddings():
print(f"response: {response}")
except Exception as e:
pytest.fail(f"Error occurred: {e}")
test_sagemaker_embeddings()
# test_sagemaker_embeddings()
# def local_proxy_embeddings():
# litellm.set_verbose=True
# response = embedding(