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Harrison/batch embeds (#972)

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Co-authored-by: John Dagdelen <jdagdelen@users.noreply.github.com>
Co-authored-by: Harrison Chase <harrisonchase@Harrisons-MBP.attlocal.net>
This commit is contained in:
Harrison Chase
2023-02-10 06:59:50 -08:00
committed by GitHub
parent ba54d36787
commit 91c6cea227
2 changed files with 26 additions and 8 deletions
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15
tests/integration_tests/embeddings/test_openai.py
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@@ -8,7 +8,18 @@ def test_openai_embedding_documents() -> None:
embedding = OpenAIEmbeddings()
output = embedding.embed_documents(documents)
assert len(output) == 1
assert len(output[0]) == 2048
assert len(output[0]) == 1536
def test_openai_embedding_documents_multiple() -> None:
"""Test openai embeddings."""
documents = ["foo bar", "bar foo", "foo"]
embedding = OpenAIEmbeddings()
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:
@@ -16,4 +27,4 @@ def test_openai_embedding_query() -> None:
document = "foo bar"
embedding = OpenAIEmbeddings()
output = embedding.embed_query(document)
assert len(output) == 2048
assert len(output) == 1536