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"""Test openai embeddings."""
from langchain.embeddings.openai import OpenAIEmbeddings
def test_openai_embedding_documents() -> None:
"""Test openai embeddings."""
documents = ["foo bar"]
embedding = OpenAIEmbeddings()
output = embedding.embed_documents(documents)
assert len(output) == 1
assert len(output[0]) == 1536
def test_openai_embedding_documents_multiple() -> None:
"""Test openai embeddings."""
documents = ["foo bar", "bar foo", "foo"]
embedding = OpenAIEmbeddings()
embedding.embedding_ctx_length = 8191
output = embedding.embed_documents(documents, chunk_size=2)
assert len(output) == 3
assert len(output[0]) == 1536
assert len(output[1]) == 1536
assert len(output[2]) == 1536
def test_openai_embedding_query() -> None:
"""Test openai embeddings."""
document = "foo bar"
embedding = OpenAIEmbeddings()
output = embedding.embed_query(document)
assert len(output) == 1536
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