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"""Test Google PaLM embeddings.
Note: This test must be run with the GOOGLE_API_KEY environment variable set to a
valid API key.
"""
from langchain.embeddings.google_palm import GooglePalmEmbeddings
def test_google_palm_embedding_documents() -> None:
"""Test Google PaLM embeddings."""
documents = ["foo bar"]
embedding = GooglePalmEmbeddings()
output = embedding.embed_documents(documents)
assert len(output) == 1
assert len(output[0]) == 768
def test_google_palm_embedding_documents_multiple() -> None:
"""Test Google PaLM embeddings."""
documents = ["foo bar", "bar foo", "foo"]
embedding = GooglePalmEmbeddings()
output = embedding.embed_documents(documents)
assert len(output) == 3
assert len(output[0]) == 768
assert len(output[1]) == 768
assert len(output[2]) == 768
def test_google_palm_embedding_query() -> None:
"""Test Google PaLM embeddings."""
document = "foo bar"
embedding = GooglePalmEmbeddings()
output = embedding.embed_query(document)
assert len(output) == 768
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