langchain/tests/integration_tests/embeddings/test_octoai_embeddings.py

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"""Test octoai embeddings."""
from langchain.embeddings.octoai_embeddings import (
OctoAIEmbeddings,
)
def test_octoai_embedding_documents() -> None:
"""Test octoai embeddings."""
documents = ["foo bar"]
embedding = OctoAIEmbeddings(
endpoint_url="<endpoint_url>",
octoai_api_token="<octoai_api_token>",
embed_instruction="Represent this input: ",
query_instruction="Represent this input: ",
model_kwargs=None,
)
output = embedding.embed_documents(documents)
assert len(output) == 1
assert len(output[0]) == 768
def test_octoai_embedding_query() -> None:
"""Test octoai embeddings."""
document = "foo bar"
embedding = OctoAIEmbeddings(
endpoint_url="<endpoint_url>",
octoai_api_token="<octoai_api_token>",
embed_instruction="Represent this input: ",
query_instruction="Represent this input: ",
model_kwargs=None,
)
output = embedding.embed_query(document)
assert len(output) == 768